From e302f44e122938b4e1d899da8cb12387de41c8fd Mon Sep 17 00:00:00 2001 From: Pete Gadomski Date: Tue, 3 Feb 2026 05:15:25 -0700 Subject: [PATCH] feat: sync-ing collections --- .../3dep-lidar-copc/collection/description.md | 9 + .../3dep-lidar-copc/collection/template.json | 121 + datasets/alos-dem/description.md | 3 + datasets/alos-dem/template.json | 126 + datasets/alos-fnf-mosaic/description.md | 5 + datasets/alos-fnf-mosaic/template.json | 173 + datasets/alos-palsar-mosaic/description.md | 1 + datasets/alos-palsar-mosaic/template.json | 242 + datasets/aster/collection/description.md | 4 +- datasets/aster/collection/template.json | 492 +- .../collection/chesapeake-lc-13/template.json | 197 +- .../collection/chesapeake-lc-7/template.json | 173 +- .../collection/chesapeake-lu/template.json | 213 +- datasets/chloris-biomass/description.md | 9 + datasets/chloris-biomass/template.json | 162 + .../cil-gdpcir-cc-by-sa/template.json | 452 +- .../cil-gdpcir-cc-by/description.md | 2 +- .../collection/cil-gdpcir-cc-by/template.json | 520 +- .../collection/cil-gdpcir-cc0/description.md | 2 +- .../collection/cil-gdpcir-cc0/template.json | 456 +- datasets/conus404/collection/template.json | 11198 ++++++++-------- .../collection/cop-dem-glo-30/description.md | 8 + .../collection/cop-dem-glo-30/template.json | 128 + .../collection/cop-dem-glo-90/description.md | 8 + .../collection/cop-dem-glo-90/template.json | 127 + .../collection/description.md | 8 + .../daymet-annual-hi/collection/template.json | 610 + .../collection/description.md | 8 + .../daymet-annual-na/collection/template.json | 610 + .../collection/description.md | 8 + .../daymet-annual-pr/collection/template.json | 610 + .../daymet-daily-hi/collection/description.md | 8 + .../daymet-daily-hi/collection/template.json | 676 + .../daymet-daily-na/collection/description.md | 8 + .../daymet-daily-na/collection/template.json | 676 + .../daymet-daily-pr/collection/description.md | 8 + .../daymet-daily-pr/collection/template.json | 676 + .../collection/description.md | 7 + .../collection/template.json | 608 + .../collection/description.md | 7 + .../collection/template.json | 608 + .../collection/description.md | 7 + .../collection/template.json | 608 + .../collection/description.md | 23 + .../collection/template.json | 339 + .../deltaresfloods/collection/description.md | 2 +- .../deltaresfloods/collection/template.json | 190 +- datasets/drcog-lulc/description.md | 1 + datasets/drcog-lulc/template.json | 190 + datasets/eclipse/collection/description.md | 72 +- datasets/eclipse/collection/template.json | 412 +- .../ecmwf-forecast/collection/template.json | 76 +- datasets/era5-pds/collection/template.json | 1320 +- .../esa-cci-lc-netcdf/template.json | 104 +- .../collection/esa-cci-lc/template.json | 616 +- .../esa-worldcover/collection/template.json | 292 +- datasets/fia/collection/description.md | 9 + datasets/fia/collection/template.json | 398 + datasets/fws-nwi/collection/template.json | 350 +- datasets/gap/collection/description.md | 4 + datasets/gap/collection/template.json | 4272 ++++++ datasets/gbif/collection/template.json | 152 +- .../gnatsgo-rasters/collection/description.md | 9 + .../gnatsgo-rasters/collection/template.json | 637 + .../gnatsgo-tables/collection/description.md | 9 + .../gnatsgo-tables/collection/template.json | 408 + .../goes/goes-cmi/collection/template.json | 962 +- .../goes/goes-glm/collection/template.json | 158 +- .../gpm-imerg-hhr/collection/description.md | 3 + .../gpm-imerg-hhr/collection/template.json | 440 + datasets/gridmet/collection/description.md | 1 + datasets/gridmet/collection/template.json | 509 + datasets/hgb/description.md | 1 + datasets/hgb/template.json | 139 + .../hls2/collection/hls2-l30/template.json | 611 +- .../hls2/collection/hls2-s30/template.json | 706 +- datasets/hrea/description.md | 13 + datasets/hrea/template.json | 151 + .../io-biodiversity/collection/template.json | 116 +- .../collection/io-lulc-9-class/template.json | 340 +- .../io-lulc-annual-v02/template.json | 340 +- .../collection/io-lulc/template.json | 388 +- datasets/jrc-gsw/description.md | 1 + datasets/jrc-gsw/template.json | 244 + .../collection/description.md | 31 + .../collection/template.json | 222 + .../collection/landsat-c2-l1/template.json | 1046 +- .../collection/landsat-c2-l2/template.json | 1902 +-- .../template.json | 558 +- .../template.json | 1764 +-- .../template.json | 810 +- .../template.json | 926 +- .../template.json | 660 +- .../template.json | 1610 +-- .../template.json | 598 +- .../template.json | 844 +- datasets/mobi/description.md | 5 + datasets/mobi/template.json | 210 + .../collection/modis-09A1-061/template.json | 196 +- .../collection/modis-09Q1-061/template.json | 196 +- .../collection/modis-10A1-061/template.json | 194 +- .../collection/modis-10A2-061/template.json | 194 +- .../collection/modis-11A1-061/template.json | 192 +- .../collection/modis-11A2-061/template.json | 192 +- .../collection/modis-13A1-061/template.json | 194 +- .../collection/modis-13Q1-061/template.json | 194 +- .../collection/modis-14A1-061/template.json | 194 +- .../collection/modis-14A2-061/template.json | 194 +- .../collection/modis-15A2H-061/template.json | 194 +- .../collection/modis-15A3H-061/template.json | 190 +- .../collection/modis-16A3GF-061/template.json | 192 +- .../collection/modis-17A2H-061/template.json | 192 +- .../modis-17A2HGF-061/template.json | 192 +- .../modis-17A3HGF-061/template.json | 402 +- .../collection/modis-21A2-061/template.json | 192 +- .../collection/modis-43A4-061/template.json | 196 +- .../collection/modis-64A1-061/template.json | 192 +- .../ms-buildings/collection/template.json | 208 +- datasets/mtbs/description.md | 1 + datasets/mtbs/template.json | 173 + datasets/naip/collection/template.json | 364 +- .../collection/description.md | 13 + .../collection/template.json | 733 + datasets/nasadem/description.md | 2 + datasets/nasadem/template.json | 138 + datasets/noaa-c-cap/description.md | 1 + datasets/noaa-c-cap/template.json | 306 + .../ocean-heat-content-netcdf/template.json | 254 +- .../ocean-heat-content/template.json | 392 +- .../template.json | 332 +- .../template.json | 232 +- .../template.json | 264 +- .../template.json | 442 +- .../noaa-climate-normals-netcdf/template.json | 106 +- .../template.json | 222 +- .../noaa-mrms-qpe-1h-pass1/template.json | 164 +- .../noaa-mrms-qpe-1h-pass2/template.json | 164 +- .../noaa-mrms-qpe-24h-pass2/template.json | 164 +- .../noaa-nclimgrid-monthly/template.json | 184 +- datasets/nrcan-landcover/description.md | 1 + datasets/nrcan-landcover/template.json | 270 + .../collection/description.md | 16 + .../collection/template.json | 173 + .../collection/description.md | 16 + .../collection/template.json | 168 + .../sentinel-1-grd/collection/template.json | 726 +- .../sentinel-1-rtc/collection/template.json | 488 +- datasets/sentinel-2/collection/template.json | 1025 +- .../template.json | 450 +- .../template.json | 1070 +- .../template.json | 358 +- .../template.json | 316 +- .../template.json | 252 +- .../template.json | 252 +- .../template.json | 266 +- .../template.json | 262 +- .../template.json | 1416 +- .../template.json | 406 +- .../template.json | 408 +- .../template.json | 364 +- datasets/sentinel-5p/collection/template.json | 334 +- .../terraclimate/collection/template.json | 1110 +- datasets/us-census/collection/description.md | 3 + datasets/us-census/collection/template.json | 321 + datasets/usda-cdl/collection/template.json | 1698 +-- .../usgs-lcmap-conus-v13/template.json | 1096 +- .../usgs-lcmap-hawaii-v10/template.json | 1096 +- .../3dep-lidar-classification/description.md | 22 + .../3dep-lidar-classification/template.json | 175 + .../collection/3dep-lidar-dsm/description.md | 1 + .../collection/3dep-lidar-dsm/template.json | 142 + .../3dep-lidar-dtm-native/description.md | 1 + .../3dep-lidar-dtm-native/template.json | 128 + .../collection/3dep-lidar-dtm/description.md | 3 + .../collection/3dep-lidar-dtm/template.json | 145 + .../collection/3dep-lidar-hag/description.md | 9 + .../collection/3dep-lidar-hag/template.json | 145 + .../3dep-lidar-intensity/description.md | 3 + .../3dep-lidar-intensity/template.json | 128 + .../3dep-lidar-pointsourceid/description.md | 3 + .../3dep-lidar-pointsourceid/template.json | 145 + .../3dep-lidar-returns/description.md | 5 + .../3dep-lidar-returns/template.json | 145 + .../collection/3dep-seamless/description.md | 5 + .../collection/3dep-seamless/template.json | 131 + scripts/sync-collections | 150 + 186 files changed, 45210 insertions(+), 26154 deletions(-) create mode 100644 datasets/3dep-lidar-copc/collection/description.md create mode 100644 datasets/3dep-lidar-copc/collection/template.json create mode 100644 datasets/alos-dem/description.md create mode 100644 datasets/alos-dem/template.json create mode 100644 datasets/alos-fnf-mosaic/description.md create mode 100644 datasets/alos-fnf-mosaic/template.json create mode 100644 datasets/alos-palsar-mosaic/description.md create mode 100644 datasets/alos-palsar-mosaic/template.json create mode 100644 datasets/chloris-biomass/description.md create mode 100644 datasets/chloris-biomass/template.json create mode 100644 datasets/cop-dem/collection/cop-dem-glo-30/description.md create mode 100644 datasets/cop-dem/collection/cop-dem-glo-30/template.json create mode 100644 datasets/cop-dem/collection/cop-dem-glo-90/description.md create mode 100644 datasets/cop-dem/collection/cop-dem-glo-90/template.json create mode 100644 datasets/daymet-annual-hi/collection/description.md create mode 100644 datasets/daymet-annual-hi/collection/template.json create mode 100644 datasets/daymet-annual-na/collection/description.md create mode 100644 datasets/daymet-annual-na/collection/template.json create mode 100644 datasets/daymet-annual-pr/collection/description.md create mode 100644 datasets/daymet-annual-pr/collection/template.json create mode 100644 datasets/daymet-daily-hi/collection/description.md create mode 100644 datasets/daymet-daily-hi/collection/template.json create mode 100644 datasets/daymet-daily-na/collection/description.md create mode 100644 datasets/daymet-daily-na/collection/template.json create mode 100644 datasets/daymet-daily-pr/collection/description.md create mode 100644 datasets/daymet-daily-pr/collection/template.json create mode 100644 datasets/daymet-monthly-hi/collection/description.md create mode 100644 datasets/daymet-monthly-hi/collection/template.json create mode 100644 datasets/daymet-monthly-na/collection/description.md create mode 100644 datasets/daymet-monthly-na/collection/template.json create mode 100644 datasets/daymet-monthly-pr/collection/description.md create mode 100644 datasets/daymet-monthly-pr/collection/template.json create mode 100644 datasets/deltares-water-availability/collection/description.md create mode 100644 datasets/deltares-water-availability/collection/template.json create mode 100644 datasets/drcog-lulc/description.md create mode 100644 datasets/drcog-lulc/template.json create mode 100644 datasets/fia/collection/description.md create mode 100644 datasets/fia/collection/template.json create mode 100644 datasets/gap/collection/description.md create mode 100644 datasets/gap/collection/template.json create mode 100644 datasets/gnatsgo-rasters/collection/description.md create mode 100644 datasets/gnatsgo-rasters/collection/template.json create mode 100644 datasets/gnatsgo-tables/collection/description.md create mode 100644 datasets/gnatsgo-tables/collection/template.json create mode 100644 datasets/gpm-imerg-hhr/collection/description.md create mode 100644 datasets/gpm-imerg-hhr/collection/template.json create mode 100644 datasets/gridmet/collection/description.md create mode 100644 datasets/gridmet/collection/template.json create mode 100644 datasets/hgb/description.md create mode 100644 datasets/hgb/template.json create mode 100644 datasets/hrea/description.md create mode 100644 datasets/hrea/template.json create mode 100644 datasets/jrc-gsw/description.md create mode 100644 datasets/jrc-gsw/template.json create mode 100644 datasets/kaza-hydroforecast/collection/description.md create mode 100644 datasets/kaza-hydroforecast/collection/template.json create mode 100644 datasets/mobi/description.md create mode 100644 datasets/mobi/template.json create mode 100644 datasets/mtbs/description.md create mode 100644 datasets/mtbs/template.json create mode 100644 datasets/nasa-nex-gddp-cmip6/collection/description.md create mode 100644 datasets/nasa-nex-gddp-cmip6/collection/template.json create mode 100644 datasets/nasadem/description.md create mode 100644 datasets/nasadem/template.json create mode 100644 datasets/noaa-c-cap/description.md create mode 100644 datasets/noaa-c-cap/template.json create mode 100644 datasets/nrcan-landcover/description.md create mode 100644 datasets/nrcan-landcover/template.json create mode 100644 datasets/planet-nicfi-analytic/collection/description.md create mode 100644 datasets/planet-nicfi-analytic/collection/template.json create mode 100644 datasets/planet-nicfi-visual/collection/description.md create mode 100644 datasets/planet-nicfi-visual/collection/template.json create mode 100644 datasets/us-census/collection/description.md create mode 100644 datasets/us-census/collection/template.json create mode 100644 datasets/usgs-lidar/collection/3dep-lidar-classification/description.md create mode 100644 datasets/usgs-lidar/collection/3dep-lidar-classification/template.json create mode 100644 datasets/usgs-lidar/collection/3dep-lidar-dsm/description.md create mode 100644 datasets/usgs-lidar/collection/3dep-lidar-dsm/template.json create mode 100644 datasets/usgs-lidar/collection/3dep-lidar-dtm-native/description.md create mode 100644 datasets/usgs-lidar/collection/3dep-lidar-dtm-native/template.json create mode 100644 datasets/usgs-lidar/collection/3dep-lidar-dtm/description.md create mode 100644 datasets/usgs-lidar/collection/3dep-lidar-dtm/template.json create mode 100644 datasets/usgs-lidar/collection/3dep-lidar-hag/description.md create mode 100644 datasets/usgs-lidar/collection/3dep-lidar-hag/template.json create mode 100644 datasets/usgs-lidar/collection/3dep-lidar-intensity/description.md create mode 100644 datasets/usgs-lidar/collection/3dep-lidar-intensity/template.json create mode 100644 datasets/usgs-lidar/collection/3dep-lidar-pointsourceid/description.md create mode 100644 datasets/usgs-lidar/collection/3dep-lidar-pointsourceid/template.json create mode 100644 datasets/usgs-lidar/collection/3dep-lidar-returns/description.md create mode 100644 datasets/usgs-lidar/collection/3dep-lidar-returns/template.json create mode 100644 datasets/usgs-lidar/collection/3dep-seamless/description.md create mode 100644 datasets/usgs-lidar/collection/3dep-seamless/template.json create mode 100755 scripts/sync-collections diff --git a/datasets/3dep-lidar-copc/collection/description.md b/datasets/3dep-lidar-copc/collection/description.md new file mode 100644 index 000000000..a74be1458 --- /dev/null +++ b/datasets/3dep-lidar-copc/collection/description.md @@ -0,0 +1,9 @@ +This collection contains source data from the [USGS 3DEP program](https://www.usgs.gov/3d-elevation-program) reformatted into the [COPC](https://copc.io) format. A COPC file is a LAZ 1.4 file that stores point data organized in a clustered octree. It contains a VLR that describes the octree organization of data that are stored in LAZ 1.4 chunks. The end product is a one-to-one mapping of LAZ to UTM-reprojected COPC files. + +LAZ data is geospatial [LiDAR point cloud](https://en.wikipedia.org/wiki/Point_cloud) (LPC) content stored in the compressed [LASzip](https://laszip.org?) format. Data were reorganized and stored in LAZ-compatible [COPC](https://copc.io) organization for use in Planetary Computer, which supports incremental spatial access and cloud streaming. + +LPC can be summarized for construction of digital terrain models (DTM), filtered for extraction of features like vegetation and buildings, and visualized to provide a point cloud map of the physical spaces the laser scanner interacted with. LPC content from 3DEP is used to compute and extract a variety of landscape characterization products, and some of them are provided by Planetary Computer, including Height Above Ground, Relative Intensity Image, and DTM and Digital Surface Models. + +The LAZ tiles represent a one-to-one mapping of original tiled content as provided by the [USGS 3DEP program](https://www.usgs.gov/3d-elevation-program), with the exception that the data were reprojected and normalized into appropriate UTM zones for their location without adjustment to the vertical datum. In some cases, vertical datum description may not match actual data values, especially for pre-2010 USGS 3DEP point cloud data. + +In addition to these COPC files, various higher-level derived products are available as Cloud Optimized GeoTIFFs in [other collections](https://planetarycomputer.microsoft.com/dataset/group/3dep-lidar). \ No newline at end of file diff --git a/datasets/3dep-lidar-copc/collection/template.json b/datasets/3dep-lidar-copc/collection/template.json new file mode 100644 index 000000000..94ad0ba09 --- /dev/null +++ b/datasets/3dep-lidar-copc/collection/template.json @@ -0,0 +1,121 @@ +{ + "type": "Collection", + "id": "3dep-lidar-copc", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://www.usgs.gov/3d-elevation-program/about-3dep-products-services", + "title": "About 3DEP Products & Services" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/3dep-lidar-copc", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/pointcloud/v1.0.0/schema.json" + ], + "item_assets": { + "data": { + "type": "application/vnd.laszip+copc", + "roles": [ + "data" + ], + "title": "COPC data", + "pc:type": "lidar", + "pc:encoding": "application/vnd.laszip+copc" + }, + "thumbnail": { + "type": "image/png", + "roles": [ + "thumbnail" + ], + "title": "3DEP Lidar COPC" + } + }, + "msft:group_id": "3dep-lidar", + "msft:container": "usgs-3dep-copc", + "msft:storage_account": "usgslidareuwest", + "msft:short_description": "Nationwide Lidar point cloud data in COPC format.", + "msft:region": "westeurope", + "title": "USGS 3DEP Lidar Point Cloud", + "extent": { + "spatial": { + "bbox": [ + [ + -166.8546920006028, + 17.655357747708283, + -64.56116757979399, + 71.39330810146807 + ], + [ + 144.60180842809473, + 13.21774453924126, + 146.08202179248926, + 18.18369664008955 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2012-01-01T00:00:00Z", + "2022-01-01T00:00:00Z" + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "USGS", + "3DEP", + "COG", + "Point cloud" + ], + "providers": [ + { + "name": "Landrush", + "roles": [ + "processor", + "producer" + ] + }, + { + "name": "USGS", + "roles": [ + "processor", + "producer", + "licensor" + ], + "url": "https://www.usgs.gov/core-science-systems/ngp/3dep/" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "gsd": [ + 2.0 + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/3dep-lidar-copc-thumbnail.png", + "type": "image/png", + "title": "Thumbnail", + "roles": [ + "thumbnail" + ] + } + } +} \ No newline at end of file diff --git a/datasets/alos-dem/description.md b/datasets/alos-dem/description.md new file mode 100644 index 000000000..759fafb3f --- /dev/null +++ b/datasets/alos-dem/description.md @@ -0,0 +1,3 @@ +The "ALOS World 3D-30m" (AW3D30) dataset is a 30 meter resolution global digital surface model (DSM), developed by the Japan Aerospace Exploration Agency (JAXA). AWD30 was constructed from the Panchromatic Remote-sensing Instrument for Stereo Mapping (PRISM) on board Advanced Land Observing Satellite (ALOS), operated from 2006 to 2011. + +See the [Product Description](https://www.eorc.jaxa.jp/ALOS/en/aw3d30/aw3d30v3.2_product_e_e1.2.pdf) for more details. diff --git a/datasets/alos-dem/template.json b/datasets/alos-dem/template.json new file mode 100644 index 000000000..04d472b76 --- /dev/null +++ b/datasets/alos-dem/template.json @@ -0,0 +1,126 @@ +{ + "type": "Collection", + "id": "alos-dem", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://earth.jaxa.jp/policy/en.html", + "title": "JAXA Terms of Use of Research Data" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/alos-dem", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], + "item_assets": { + "data": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ] + } + }, + "msft:container": "alos-dem", + "msft:storage_account": "ai4edataeuwest", + "msft:short_description": "ALOS World 3D is a global digital surface model (DSM) with a horizontal resolution of approximately 30 meters, constructed from the Panchromatic Remote-sensing Instrument for Stereo Mapping (PRISM) on board Advanced Land Observing Satellite (ALOS).", + "msft:region": "westeurope", + "title": "ALOS World 3D-30m", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2016-12-07T00:00:00Z", + "2016-12-07T00:00:00Z" + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "ALOS", + "PRISM", + "JAXA", + "DEM", + "DSM", + "Elevation" + ], + "providers": [ + { + "name": "Japan Aerospace Exploration Agency", + "roles": [ + "producer", + "processor", + "licensor" + ], + "url": "https://www.eorc.jaxa.jp/ALOS/en/aw3d30/index.htm" + }, + { + "name": "OpenTopography", + "roles": [ + "host" + ], + "url": "https://doi.org/10.5069/G94M92HB" + }, + { + "name": "Microsoft", + "roles": [ + "host" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "gsd": [ + 30 + ], + "platform": [ + "alos" + ], + "instruments": [ + "prism" + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/alos-dem.png", + "type": "image/png", + "title": "ALOS DEM", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/alos-dem.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": false + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } +} \ No newline at end of file diff --git a/datasets/alos-fnf-mosaic/description.md b/datasets/alos-fnf-mosaic/description.md new file mode 100644 index 000000000..e302abcf1 --- /dev/null +++ b/datasets/alos-fnf-mosaic/description.md @@ -0,0 +1,5 @@ +The global 25m resolution SAR mosaics and forest/non-forest maps are free and open annual datasets generated by [JAXA](https://www.eorc.jaxa.jp/ALOS/en/dataset/fnf_e.htm) using the L-band Synthetic Aperture Radar sensors on the Advanced Land Observing Satellite-2 (ALOS-2 PALSAR-2), the Advanced Land Observing Satellite (ALOS PALSAR) and the Japanese Earth Resources Satellite-1 (JERS-1 SAR). + +The global forest/non-forest maps (FNF) were generated by a Random Forest machine learning-based classification method, with the re-processed global 25m resolution [PALSAR-2 mosaic dataset](https://planetarycomputer.microsoft.com/dataset/alos-palsar-mosaic) (Ver. 2.0.0) as input. Here, the "forest" is defined as the tree covered land with an area larger than 0.5 ha and a canopy cover of over 10 %, in accordance with the FAO definition of forest. The classification results are presented in four categories, with two categories of forest areas: forests with a canopy cover of 90 % or more and forests with a canopy cover of 10 % to 90 %, depending on the density of the forest area. + +See the [Product Description](https://www.eorc.jaxa.jp/ALOS/en/dataset/pdf/DatasetDescription_PALSAR2_FNF_V200.pdf) for more details. diff --git a/datasets/alos-fnf-mosaic/template.json b/datasets/alos-fnf-mosaic/template.json new file mode 100644 index 000000000..c95e7af0d --- /dev/null +++ b/datasets/alos-fnf-mosaic/template.json @@ -0,0 +1,173 @@ +{ + "type": "Collection", + "id": "alos-fnf-mosaic", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "handbook", + "href": "https://www.eorc.jaxa.jp/ALOS/en/dataset/pdf/DatasetDescription_PALSAR2_FNF_V200.pdf", + "type": "application/pdf", + "title": "Global 25 m Resolution PALSAR-2/PALSAR Forest/Non-Forest Map (FNF)", + "description": "Also includes data usage information" + }, + { + "rel": "license", + "href": "https://earth.jaxa.jp/policy/en.html", + "type": "text/html", + "title": "JAXA Terms of Use of Research Data" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/alos-fnf-mosaic", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/sar/v1.0.0/schema.json", + "https://stac-extensions.github.io/projection/v1.0.0/schema.json", + "https://stac-extensions.github.io/raster/v1.0.0/schema.json", + "https://stac-extensions.github.io/version/v1.0.0/schema.json", + "https://stac-extensions.github.io/classification/v1.0.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], + "version": "2.0.0", + "item_assets": { + "C": { + "role": "data", + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "title": "C", + "description": "Forest vs Non-Forest classification", + "raster:bands": [ + { + "nodata": 0, + "data_type": "uint8" + } + ], + "classification:classes": [ + { + "name": "no_data", + "value": 0, + "description": "No data" + }, + { + "name": "forest (>90%)", + "value": 1, + "description": "Forest (>90% canopy cover)" + }, + { + "name": "forest (10-90%)", + "value": 2, + "description": "Forest (10-90% canopy cover)" + }, + { + "name": "non_forest", + "value": 3, + "description": "Non-forest" + }, + { + "name": "water", + "value": 4, + "description": "Water" + } + ] + } + }, + "msft:container": "palsar", + "msft:storage_account": "https://pceo.blob.core.windows.net/", + "msft:short_description": "Global 25m resolution map classifying \"forest\" and \"non-forest\" landcover.", + "msft:region": "westeurope", + "title": "ALOS Forest/Non-Forest Annual Mosaic", + "extent": { + "spatial": { + "bbox": [ + [ + -180.0, + 85.0, + 180.0, + -56.0 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2015-01-01T00:00:00Z", + "2020-12-31T23:59:59Z" + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "ALOS", + "JAXA", + "Forest", + "Land Cover", + "Global" + ], + "providers": [ + { + "name": "Japan Aerospace Exploration Agency", + "roles": [ + "producer", + "processor", + "licensor" + ], + "url": "https://www.eorc.jaxa.jp/ALOS/en/dataset/fnf_e.htm" + }, + { + "name": "Development Seed", + "roles": [ + "processor" + ], + "url": "https://developmentseed.org" + }, + { + "name": "Microsoft Planetary Computer", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "platform": [ + "ALOS", + "ALOS-2" + ], + "instruments": [ + "PALSAR", + "PALSAR-2" + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/alos-fnf-thumbnail.png", + "type": "image/png", + "title": "ALOS PALSAR MOSAIC", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/alos-fnf-mosaic.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "AS" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } +} \ No newline at end of file diff --git a/datasets/alos-palsar-mosaic/description.md b/datasets/alos-palsar-mosaic/description.md new file mode 100644 index 000000000..5b52d6e74 --- /dev/null +++ b/datasets/alos-palsar-mosaic/description.md @@ -0,0 +1 @@ +Global 25 m Resolution PALSAR-2/PALSAR Mosaic (MOS) \ No newline at end of file diff --git a/datasets/alos-palsar-mosaic/template.json b/datasets/alos-palsar-mosaic/template.json new file mode 100644 index 000000000..70c8b078c --- /dev/null +++ b/datasets/alos-palsar-mosaic/template.json @@ -0,0 +1,242 @@ +{ + "type": "Collection", + "id": "alos-palsar-mosaic", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "handbook", + "href": "https://www.eorc.jaxa.jp/ALOS/en/dataset/pdf/DatasetDescription_PALSAR2_Mosaic_V200.pdf", + "type": "application/pdf", + "title": "Global 25 m Resolution PALSAR-2/PALSAR Mosaic (MOS)", + "description": "Also includes data usage information" + }, + { + "rel": "license", + "href": "https://earth.jaxa.jp/policy/en.html", + "type": "text/html", + "title": "JAXA Terms of Use of Research Data" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/alos-palsar-mosaic", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/sar/v1.0.0/schema.json", + "https://stac-extensions.github.io/sat/v1.0.0/schema.json", + "https://stac-extensions.github.io/projection/v1.0.0/schema.json", + "https://stac-extensions.github.io/raster/v1.0.0/schema.json", + "https://stac-extensions.github.io/version/v1.0.0/schema.json", + "https://stac-extensions.github.io/classification/v1.0.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], + "version": "2.0.0", + "item_assets": { + "HH": { + "role": "data", + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "title": "HH", + "description": "HH polarization backscattering coefficient, 16-bit DN." + }, + "HV": { + "role": "data", + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "title": "HV", + "description": "HV polarization backscattering coefficient, 16-bit DN." + }, + "VH": { + "role": "data", + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "title": "VH", + "description": "VH polarization backscattering coefficient, 16-bit DN (high-sensitive beam quad-mode only)." + }, + "VV": { + "role": "data", + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "title": "VV", + "description": "VV polarization backscattering coefficient, 16-bit DN (high-sensitive beam quad-mode only)." + }, + "date": { + "role": "date", + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "title": "date", + "description": "Observation date (days since Jan 1, 1970)." + }, + "mask": { + "role": "data-mask", + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "title": "mask", + "description": "Quality Mask", + "raster:bands": [ + { + "nodata": 0, + "data_type": "uint8" + } + ], + "classification:classes": [ + { + "name": "no_data", + "value": 0, + "description": "No data" + }, + { + "name": "water", + "value": 50, + "description": "Water" + }, + { + "name": "lay_over", + "value": 100, + "description": "Lay over" + }, + { + "name": "shadowing", + "value": 150, + "description": "Shadowing" + }, + { + "name": "land", + "value": 255, + "description": "Land" + } + ] + }, + "linci": { + "role": "local-incidence-angle", + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "title": "linci", + "description": "Local incidence angle (degrees)." + }, + "metadata": { + "type": "application/xml", + "title": "metadata", + "description": "Product metadata file" + } + }, + "msft:container": "palsar", + "msft:storage_account": "https://pceo.blob.core.windows.net/", + "msft:short_description": "Global 25m resolution SAR image mosaic.", + "msft:region": "westeurope", + "title": "ALOS PALSAR Annual Mosaic", + "extent": { + "spatial": { + "bbox": [ + [ + -180.0, + 85.0, + 180.0, + -56.0 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2015-01-01T00:00:00Z", + "2021-12-31T23:59:59Z" + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "ALOS", + "JAXA", + "Remote Sensing", + "Global" + ], + "providers": [ + { + "name": "Japan Aerospace Exploration Agency", + "roles": [ + "producer", + "processor", + "licensor" + ], + "url": "https://www.eorc.jaxa.jp/ALOS/en/dataset/fnf_e.htm" + }, + { + "name": "Development Seed", + "roles": [ + "processor" + ], + "url": "https://developmentseed.org" + }, + { + "name": "Microsoft Planetary Computer", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com/" + } + ], + "summaries": { + "platform": [ + "ALOS", + "ALOS-2" + ], + "instruments": [ + "PALSAR", + "PALSAR-2" + ], + "sat:orbit_state": [ + "ascending", + "descending" + ], + "sar:polarizations": [ + [ + "HH", + "HV" + ], + [ + "HH", + "HV", + "VH", + "VV" + ] + ], + "sar:instrument_mode": [ + "F", + "U" + ], + "sar:observation_direction": [ + "left", + "right" + ], + "palsar:number_of_polarizations": [ + "D", + "Q" + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/alos-palsar-thumbnail.png", + "type": "image/png", + "title": "ALOS PALSAR MOSAIC", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/alos-palsar-mosaic.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "AS" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } +} \ No newline at end of file diff --git a/datasets/aster/collection/description.md b/datasets/aster/collection/description.md index 39ac6bc7c..f45bdb511 100644 --- a/datasets/aster/collection/description.md +++ b/datasets/aster/collection/description.md @@ -1 +1,3 @@ -The [ASTER](https://terra.nasa.gov/about/terra-instruments/aster) instrument, launched on-board NASA's [Terra](https://terra.nasa.gov/) satellite in 1999, provides multispectral images of the Earth at 15m-90m resolution. ASTER images provide information about land surface temperature, color, elevation, and mineral composition.\n\nThis dataset represents ASTER [L1T](https://lpdaac.usgs.gov/products/ast_l1tv003/) data from 2000-2006. L1T images have been terrain-corrected and rotated to a north-up UTM projection. Images are in [cloud-optimized GeoTIFF](https://www.cogeo.org/) format. +The [ASTER](https://terra.nasa.gov/about/terra-instruments/aster) instrument, launched on-board NASA's [Terra](https://terra.nasa.gov/) satellite in 1999, provides multispectral images of the Earth at 15m-90m resolution. ASTER images provide information about land surface temperature, color, elevation, and mineral composition. + +This dataset represents ASTER [L1T](https://lpdaac.usgs.gov/products/ast_l1tv003/) data from 2000-2006. L1T images have been terrain-corrected and rotated to a north-up UTM projection. Images are in [cloud-optimized GeoTIFF](https://www.cogeo.org/) format. diff --git a/datasets/aster/collection/template.json b/datasets/aster/collection/template.json index e0da2aafa..d8c46c65a 100644 --- a/datasets/aster/collection/template.json +++ b/datasets/aster/collection/template.json @@ -1,6 +1,8 @@ { - "id": "aster-l1t", "type": "Collection", + "id": "aster-l1t", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", "links": [ { "rel": "license", @@ -10,218 +12,20 @@ { "rel": "describedby", "href": "https://planetarycomputer.microsoft.com/dataset/aster-l1t", - "title": "Human readable dataset overview and reference", - "type": "text/html" - } - ], - "title": "ASTER L1T", - "assets": { - "thumbnail": { - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/aster.png", - "type": "image/png", - "roles": [ - "thumbnail" - ], - "title": "ASTER L1T" - }, - "geoparquet-items": { - "href": "abfs://items/aster-l1t.parquet", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "msft:partition_info": { - "is_partitioned": true, - "partition_frequency": "AS" - }, - "table:storage_options": { - "account_name": "pcstacitems" - } - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -90, - 180, - 90 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2000-03-04T12:00:00Z", - "2006-12-31T12:00:00Z" - ] - ] - } - }, - "license": "proprietary", - "keywords": [ - "ASTER", - "USGS", - "NASA", - "Satellite", - "Global" - ], - "providers": [ - { - "url": "https://terra.nasa.gov/about/terra-instruments/aster", - "name": "NASA", - "roles": [ - "producer", - "licensor" - ] + "type": "text/html", + "title": "Human readable dataset overview and reference" }, { - "url": "https://lpdaac.usgs.gov/data/get-started-data/collection-overview/missions/aster-overview/", - "name": "USGS", - "roles": [ - "processor", - "producer", - "licensor" - ] - }, - { - "url": "https://planetarycomputer.microsoft.com", - "name": "Microsoft", - "roles": [ - "host", - "processor" - ] + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/aster-l1t", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], - "summaries": { - "gsd": [ - 15, - 30, - 90 - ], - "eo:bands": [ - { - "gsd": 15, - "name": "VNIR_Band1", - "common_name": "green", - "description": "visible yellow/green", - "center_wavelength": 0.56, - "full_width_half_max": 0.08 - }, - { - "gsd": 15, - "name": "VNIR_Band2", - "common_name": "red", - "description": "visible red", - "center_wavelength": 0.66, - "full_width_half_max": 0.06 - }, - { - "gsd": 15, - "name": "VNIR_Band3N", - "common_name": "nir08", - "description": "near infrared", - "center_wavelength": 0.82, - "full_width_half_max": 0.08 - }, - { - "gsd": 30, - "name": "SWIR_Band4", - "common_name": "swir16", - "description": "short-wave infrared", - "center_wavelength": 1.65, - "full_width_half_max": 0.1 - }, - { - "gsd": 30, - "name": "SWIR_Band5", - "common_name": "swir22", - "description": "short-wave infrared", - "center_wavelength": 2.165, - "full_width_half_max": 0.04 - }, - { - "gsd": 30, - "name": "SWIR_Band6", - "common_name": "swir22", - "description": "short-wave infrared", - "center_wavelength": 2.205, - "full_width_half_max": 0.04 - }, - { - "gsd": 30, - "name": "SWIR_Band7", - "common_name": "swir22", - "description": "short-wave infrared", - "center_wavelength": 2.26, - "full_width_half_max": 0.05 - }, - { - "gsd": 30, - "name": "SWIR_Band8", - "description": "short-wave infrared", - "center_wavelength": 2.339, - "full_width_half_max": 0.07 - }, - { - "gsd": 30, - "name": "SWIR_Band9", - "description": "short-wave infrared", - "center_wavelength": 2.395, - "full_width_half_max": 0.07 - }, - { - "gsd": 90, - "name": "TIR_Band10", - "common_name": "lwir", - "description": "thermal infrared", - "center_wavelength": 8.3, - "full_width_half_max": 0.35 - }, - { - "gsd": 90, - "name": "TIR_Band11", - "common_name": "lwir", - "description": "thermal infrared", - "center_wavelength": 8.65, - "full_width_half_max": 0.35 - }, - { - "gsd": 90, - "name": "TIR_Band12", - "common_name": "lwir", - "description": "thermal infrared", - "center_wavelength": 9.11, - "full_width_half_max": 0.35 - }, - { - "gsd": 90, - "name": "TIR_Band13", - "common_name": "lwir", - "description": "thermal infrared", - "center_wavelength": 10.6, - "full_width_half_max": 0.7 - }, - { - "gsd": 90, - "name": "TIR_Band14", - "common_name": "lwir", - "description": "thermal infrared", - "center_wavelength": 11.3, - "full_width_half_max": 0.7 - } - ], - "platform": [ - "terra" - ], - "instruments": [ - "aster" - ] - }, - "description": "{{ collection.description }}", + "stac_extensions": [ + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], "item_assets": { "TIR": { "roles": [ @@ -272,34 +76,34 @@ ], "raster:bands": [ { + "name": "TIR_Band10", "nodata": 0, "data_type": "uint16", - "spatial_resolution": 90, - "name": "TIR_Band10" + "spatial_resolution": 90 }, { + "name": "TIR_Band11", "nodata": 0, "data_type": "uint16", - "spatial_resolution": 90, - "name": "TIR_Band11" + "spatial_resolution": 90 }, { + "name": "TIR_Band12", "nodata": 0, "data_type": "uint16", - "spatial_resolution": 90, - "name": "TIR_Band12" + "spatial_resolution": 90 }, { + "name": "TIR_Band13", "nodata": 0, "data_type": "uint16", - "spatial_resolution": 90, - "name": "TIR_Band13" + "spatial_resolution": 90 }, { + "name": "TIR_Band14", "nodata": 0, "data_type": "uint16", - "spatial_resolution": 90, - "name": "TIR_Band14" + "spatial_resolution": 90 } ] }, @@ -368,40 +172,40 @@ ], "raster:bands": [ { + "name": "SWIR_Band4", "nodata": 0, "data_type": "uint8", - "spatial_resolution": 30, - "name": "SWIR_Band4" + "spatial_resolution": 30 }, { + "name": "SWIR_Band5", "nodata": 0, "data_type": "uint8", - "spatial_resolution": 30, - "name": "SWIR_Band5" + "spatial_resolution": 30 }, { + "name": "SWIR_Band6", "nodata": 0, "data_type": "uint8", - "spatial_resolution": 30, - "name": "SWIR_Band6" + "spatial_resolution": 30 }, { + "name": "SWIR_Band7", "nodata": 0, "data_type": "uint8", - "spatial_resolution": 30, - "name": "SWIR_Band7" + "spatial_resolution": 30 }, { + "name": "SWIR_Band8", "nodata": 0, "data_type": "uint8", - "spatial_resolution": 30, - "name": "SWIR_Band8" + "spatial_resolution": 30 }, { + "name": "SWIR_Band9", "nodata": 0, "data_type": "uint8", - "spatial_resolution": 30, - "name": "SWIR_Band9" + "spatial_resolution": 30 } ] }, @@ -439,22 +243,22 @@ ], "raster:bands": [ { + "name": "VNIR_Band1", "nodata": 0, "data_type": "uint8", - "spatial_resolution": 15, - "name": "VNIR_Band1" + "spatial_resolution": 15 }, { + "name": "VNIR_Band2", "nodata": 0, "data_type": "uint8", - "spatial_resolution": 15, - "name": "VNIR_Band2" + "spatial_resolution": 15 }, { + "name": "VNIR_Band3N", "nodata": 0, "data_type": "uint8", - "spatial_resolution": 15, - "name": "VNIR_Band3N" + "spatial_resolution": 15 } ] }, @@ -490,13 +294,215 @@ "description": "Standalone reduced resolution VNIR" } }, - "stac_version": "1.0.0", "msft:container": "aster", + "msft:storage_account": "astersa", + "msft:short_description": "The ASTER instrument, launched on-board NASA's Terra satellite in 1999, provides multispectral images of the Earth at 15m-90m resolution. This dataset contains ASTER data from 2000-2006.", "msft:region": "westeurope", - "stac_extensions": [ - "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", - "https://stac-extensions.github.io/table/v1.2.0/schema.json" + "title": "ASTER L1T", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2000-03-04T12:00:00Z", + "2006-12-31T12:00:00Z" + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "ASTER", + "USGS", + "NASA", + "Satellite", + "Global" ], - "msft:storage_account": "astersa", - "msft:short_description": "The ASTER instrument, launched on-board NASA's Terra satellite in 1999, provides multispectral images of the Earth at 15m-90m resolution. This dataset contains ASTER data from 2000-2006." + "providers": [ + { + "name": "NASA", + "roles": [ + "producer", + "licensor" + ], + "url": "https://terra.nasa.gov/about/terra-instruments/aster" + }, + { + "name": "USGS", + "roles": [ + "processor", + "producer", + "licensor" + ], + "url": "https://lpdaac.usgs.gov/data/get-started-data/collection-overview/missions/aster-overview/" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "gsd": [ + 15, + 30, + 90 + ], + "eo:bands": [ + { + "gsd": 15, + "name": "VNIR_Band1", + "common_name": "green", + "description": "visible yellow/green", + "center_wavelength": 0.56, + "full_width_half_max": 0.08 + }, + { + "gsd": 15, + "name": "VNIR_Band2", + "common_name": "red", + "description": "visible red", + "center_wavelength": 0.66, + "full_width_half_max": 0.06 + }, + { + "gsd": 15, + "name": "VNIR_Band3N", + "common_name": "nir08", + "description": "near infrared", + "center_wavelength": 0.82, + "full_width_half_max": 0.08 + }, + { + "gsd": 30, + "name": "SWIR_Band4", + "common_name": "swir16", + "description": "short-wave infrared", + "center_wavelength": 1.65, + "full_width_half_max": 0.1 + }, + { + "gsd": 30, + "name": "SWIR_Band5", + "common_name": "swir22", + "description": "short-wave infrared", + "center_wavelength": 2.165, + "full_width_half_max": 0.04 + }, + { + "gsd": 30, + "name": "SWIR_Band6", + "common_name": "swir22", + "description": "short-wave infrared", + "center_wavelength": 2.205, + "full_width_half_max": 0.04 + }, + { + "gsd": 30, + "name": "SWIR_Band7", + "common_name": "swir22", + "description": "short-wave infrared", + "center_wavelength": 2.26, + "full_width_half_max": 0.05 + }, + { + "gsd": 30, + "name": "SWIR_Band8", + "description": "short-wave infrared", + "center_wavelength": 2.339, + "full_width_half_max": 0.07 + }, + { + "gsd": 30, + "name": "SWIR_Band9", + "description": "short-wave infrared", + "center_wavelength": 2.395, + "full_width_half_max": 0.07 + }, + { + "gsd": 90, + "name": "TIR_Band10", + "common_name": "lwir", + "description": "thermal infrared", + "center_wavelength": 8.3, + "full_width_half_max": 0.35 + }, + { + "gsd": 90, + "name": "TIR_Band11", + "common_name": "lwir", + "description": "thermal infrared", + "center_wavelength": 8.65, + "full_width_half_max": 0.35 + }, + { + "gsd": 90, + "name": "TIR_Band12", + "common_name": "lwir", + "description": "thermal infrared", + "center_wavelength": 9.11, + "full_width_half_max": 0.35 + }, + { + "gsd": 90, + "name": "TIR_Band13", + "common_name": "lwir", + "description": "thermal infrared", + "center_wavelength": 10.6, + "full_width_half_max": 0.7 + }, + { + "gsd": 90, + "name": "TIR_Band14", + "common_name": "lwir", + "description": "thermal infrared", + "center_wavelength": 11.3, + "full_width_half_max": 0.7 + } + ], + "platform": [ + "terra" + ], + "instruments": [ + "aster" + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/aster.png", + "type": "image/png", + "title": "ASTER L1T", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/aster-l1t.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "AS" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } } \ No newline at end of file diff --git a/datasets/chesapeake_lulc/collection/chesapeake-lc-13/template.json b/datasets/chesapeake_lulc/collection/chesapeake-lc-13/template.json index af80a47a8..d5e54ea99 100644 --- a/datasets/chesapeake_lulc/collection/chesapeake-lc-13/template.json +++ b/datasets/chesapeake_lulc/collection/chesapeake-lc-13/template.json @@ -1,10 +1,8 @@ { - "stac_version": "1.0.0", "type": "Collection", "id": "chesapeake-lc-13", - "title": "Chesapeake Land Cover (13-class)", + "stac_version": "1.0.0", "description": "{{ collection.description }}", - "license": "proprietary", "links": [ { "rel": "describedby", @@ -23,6 +21,12 @@ "href": "https://www.chesapeakeconservancy.org/conservation-innovation-center/precision-conservation/chesapeake-bay-program/", "type": "text/html", "title": "Data Availability Description" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/chesapeake-lc-13", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], "stac_extensions": [ @@ -30,82 +34,12 @@ "https://stac-extensions.github.io/raster/v1.0.0/schema.json", "https://stac-extensions.github.io/classification/v1.0.0/schema.json" ], - "keywords": [ - "Land Cover", - "Chesapeake Bay Watershed", - "Chesapeake Conservancy" - ], - "msft:short_description": "Chesapeake Bay Watershed land cover product with 13 classes at 1m resolution.", - "msft:storage_account": "landcoverdata", - "msft:container": "chesapeake", - "msft:region": "westeurope", - "msft:group_id": "chesapeake-lulc", - "providers": [ - { - "name": "Chesapeake Conservancy Conservation Innovation Center", - "roles": [ - "producer", - "processor", - "licensor" - ], - "url": "https://www.chesapeakeconservancy.org/conservation-innovation-center/high-resolution-data/land-cover-data-project/" - }, - { - "name": "Microsoft", - "roles": [ - "host" - ], - "url": "https://planetarycomputer.microsoft.com" - } - ], - "assets": { - "thumbnail": { - "title": "Chesapeake Land Cover (13-class) Thumbnail", - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/chesapeake-lc-13-thumb.png", - "type": "image/png", - "roles": [ - "thumbnail" - ] - }, - "geoparquet-items": { - "href": "abfs://items/chesapeake-lc-13.parquet", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "msft:partition_info": { - "is_partitioned": false - }, - "table:storage_options": { - "account_name": "pcstacitems" - } - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -81.14658496196135, - 36.21291717905733, - -73.27357561029186, - 44.77821441524524 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2013-01-01T00:00:00Z", - "2014-12-31T23:59:59Z" - ] - ] - } - }, "item_assets": { "data": { "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], "title": "Land Cover Classes", "raster:bands": [ { @@ -118,72 +52,129 @@ "classification:classes": [ { "value": 1, - "description": "Water", - "color-hint": "00C5FF" + "color-hint": "00C5FF", + "description": "Water" }, { "value": 2, - "description": "Emergent Wetlands", - "color-hint": "00A884" + "color-hint": "00A884", + "description": "Emergent Wetlands" }, { "value": 3, - "description": "Tree Canopy", - "color-hint": "267300" + "color-hint": "267300", + "description": "Tree Canopy" }, { "value": 4, - "description": "Shrubland", - "color-hint": "4CE600" + "color-hint": "4CE600", + "description": "Shrubland" }, { "value": 5, - "description": "Low Vegetation", - "color-hint": "A3FF73" + "color-hint": "A3FF73", + "description": "Low Vegetation" }, { "value": 6, - "description": "Barren", - "color-hint": "FFAA00" + "color-hint": "FFAA00", + "description": "Barren" }, { "value": 7, - "description": "Structures", - "color-hint": "FF0000" + "color-hint": "FF0000", + "description": "Structures" }, { "value": 8, - "description": "Impervious Surfaces", - "color-hint": "9C9C9C" + "color-hint": "9C9C9C", + "description": "Impervious Surfaces" }, { "value": 9, - "description": "Impervious Roads", - "color-hint": "000000" + "color-hint": "000000", + "description": "Impervious Roads" }, { "value": 10, - "description": "Tree Canopy over Structures", - "color-hint": "737300" + "color-hint": "737300", + "description": "Tree Canopy over Structures" }, { "value": 11, - "description": "Tree Canopy over Impervious Surfaces", - "color-hint": "E6E600" + "color-hint": "E6E600", + "description": "Tree Canopy over Impervious Surfaces" }, { "value": 12, - "description": "Tree Canopy over impervious Roads", - "color-hint": "FFFF73" + "color-hint": "FFFF73", + "description": "Tree Canopy over impervious Roads" }, { "value": 13, - "description": "Aberdeen Proving Ground", - "color-hint": "C500FF" + "color-hint": "C500FF", + "description": "Aberdeen Proving Ground" } + ] + } + }, + "msft:group_id": "chesapeake-lulc", + "msft:container": "chesapeake", + "msft:storage_account": "landcoverdata", + "msft:short_description": "Chesapeake Bay Watershed land cover product with 13 classes at 1m resolution.", + "msft:region": "westeurope", + "title": "Chesapeake Land Cover (13-class)", + "extent": { + "spatial": { + "bbox": [ + [ + -81.14658496196135, + 36.21291717905733, + -73.27357561029186, + 44.77821441524524 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2013-01-01T00:00:00Z", + "2014-12-31T23:59:59Z" + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "Land Cover", + "Chesapeake Bay Watershed", + "Chesapeake Conservancy" + ], + "providers": [ + { + "name": "Chesapeake Conservancy Conservation Innovation Center", + "roles": [ + "producer", + "processor", + "licensor" + ], + "url": "https://www.chesapeakeconservancy.org/conservation-innovation-center/high-resolution-data/land-cover-data-project/" + }, + { + "name": "Microsoft", + "roles": [ + "host" ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/chesapeake-lc-13-thumb.png", + "type": "image/png", + "title": "Chesapeake Land Cover (13-class) Thumbnail", "roles": [ - "data" + "thumbnail" ] } } diff --git a/datasets/chesapeake_lulc/collection/chesapeake-lc-7/template.json b/datasets/chesapeake_lulc/collection/chesapeake-lc-7/template.json index 8595c8996..b15a00ecb 100644 --- a/datasets/chesapeake_lulc/collection/chesapeake-lc-7/template.json +++ b/datasets/chesapeake_lulc/collection/chesapeake-lc-7/template.json @@ -1,10 +1,8 @@ { - "stac_version": "1.0.0", "type": "Collection", "id": "chesapeake-lc-7", - "title": "Chesapeake Land Cover (7-class)", + "stac_version": "1.0.0", "description": "{{ collection.description }}", - "license": "proprietary", "links": [ { "rel": "describedby", @@ -17,6 +15,12 @@ "href": "https://www.chesapeakeconservancy.org/conservation-innovation-center/precision-conservation/chesapeake-bay-program/", "type": "text/html", "title": "Data Availability Description" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/chesapeake-lc-7", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], "stac_extensions": [ @@ -24,82 +28,12 @@ "https://stac-extensions.github.io/raster/v1.0.0/schema.json", "https://stac-extensions.github.io/classification/v1.0.0/schema.json" ], - "keywords": [ - "Land Cover", - "Chesapeake Bay Watershed", - "Chesapeake Conservancy" - ], - "msft:short_description": "Chesapeake Bay Watershed land cover product with 7 classes at 1m resolution.", - "msft:storage_account": "landcoverdata", - "msft:container": "chesapeake", - "msft:region": "westeurope", - "msft:group_id": "chesapeake-lulc", - "providers": [ - { - "name": "Chesapeake Conservancy Conservation Innovation Center", - "roles": [ - "producer", - "processor", - "licensor" - ], - "url": "https://www.chesapeakeconservancy.org/conservation-innovation-center/high-resolution-data/land-cover-data-project/" - }, - { - "name": "Microsoft", - "roles": [ - "host" - ], - "url": "https://planetarycomputer.microsoft.com" - } - ], - "assets": { - "thumbnail": { - "title": "Chesapeake Land Cover (7-class) Thumbnail", - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/chesapeake-lc-7-thumb.png", - "type": "image/png", - "roles": [ - "thumbnail" - ] - }, - "geoparquet-items": { - "href": "abfs://items/chesapeake-lc-7.parquet", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "msft:partition_info": { - "is_partitioned": false - }, - "table:storage_options": { - "account_name": "pcstacitems" - } - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -81.14658496196135, - 36.21291717905733, - -73.27357561029186, - 44.77821441524524 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2013-01-01T00:00:00Z", - "2014-12-31T23:59:59Z" - ] - ] - } - }, "item_assets": { "data": { "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], "title": "Land Cover Classes", "raster:bands": [ { @@ -112,42 +46,99 @@ "classification:classes": [ { "value": 1, - "description": "Water", - "color-hint": "00C5FF" + "color-hint": "00C5FF", + "description": "Water" }, { "value": 2, - "description": "Tree Canopy and Shrubs", - "color-hint": "267300" + "color-hint": "267300", + "description": "Tree Canopy and Shrubs" }, { "value": 3, - "description": "Low Vegetation", - "color-hint": "A3FF73" + "color-hint": "A3FF73", + "description": "Low Vegetation" }, { "value": 4, - "description": "Barren", - "color-hint": "FFAA00" + "color-hint": "FFAA00", + "description": "Barren" }, { "value": 5, - "description": "Impervious Surfaces", - "color-hint": "9C9C9C" + "color-hint": "9C9C9C", + "description": "Impervious Surfaces" }, { "value": 6, - "description": "Impervious Roads", - "color-hint": "000000" + "color-hint": "000000", + "description": "Impervious Roads" }, { "value": 7, - "description": "Aberdeen Proving Ground", - "color-hint": "C500FF" + "color-hint": "C500FF", + "description": "Aberdeen Proving Ground" } + ] + } + }, + "msft:group_id": "chesapeake-lulc", + "msft:container": "chesapeake", + "msft:storage_account": "landcoverdata", + "msft:short_description": "Chesapeake Bay Watershed land cover product with 7 classes at 1m resolution.", + "msft:region": "westeurope", + "title": "Chesapeake Land Cover (7-class)", + "extent": { + "spatial": { + "bbox": [ + [ + -81.14658496196135, + 36.21291717905733, + -73.27357561029186, + 44.77821441524524 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2013-01-01T00:00:00Z", + "2014-12-31T23:59:59Z" + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "Land Cover", + "Chesapeake Bay Watershed", + "Chesapeake Conservancy" + ], + "providers": [ + { + "name": "Chesapeake Conservancy Conservation Innovation Center", + "roles": [ + "producer", + "processor", + "licensor" + ], + "url": "https://www.chesapeakeconservancy.org/conservation-innovation-center/high-resolution-data/land-cover-data-project/" + }, + { + "name": "Microsoft", + "roles": [ + "host" ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/chesapeake-lc-7-thumb.png", + "type": "image/png", + "title": "Chesapeake Land Cover (7-class) Thumbnail", "roles": [ - "data" + "thumbnail" ] } } diff --git a/datasets/chesapeake_lulc/collection/chesapeake-lu/template.json b/datasets/chesapeake_lulc/collection/chesapeake-lu/template.json index d2733e82b..f3994d00e 100644 --- a/datasets/chesapeake_lulc/collection/chesapeake-lu/template.json +++ b/datasets/chesapeake_lulc/collection/chesapeake-lu/template.json @@ -1,10 +1,8 @@ { - "stac_version": "1.0.0", "type": "Collection", "id": "chesapeake-lu", - "title": "Chesapeake Land Use", + "stac_version": "1.0.0", "description": "{{ collection.description }}", - "license": "proprietary", "links": [ { "rel": "describedby", @@ -17,6 +15,12 @@ "href": "https://www.chesapeakeconservancy.org/conservation-innovation-center/precision-conservation/chesapeake-bay-program/", "type": "text/html", "title": "Data Availability Description" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/chesapeake-lu", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], "stac_extensions": [ @@ -24,82 +28,12 @@ "https://stac-extensions.github.io/raster/v1.0.0/schema.json", "https://stac-extensions.github.io/classification/v1.0.0/schema.json" ], - "keywords": [ - "Land Use", - "Chesapeake Bay Watershed", - "Chesapeake Conservancy" - ], - "msft:short_description": "Chesapeake Bay Watershed land use product with 17 classes at 1m resolution.", - "msft:storage_account": "landcoverdata", - "msft:container": "chesapeake", - "msft:region": "westeurope", - "msft:group_id": "chesapeake-lulc", - "providers": [ - { - "name": "Chesapeake Conservancy Conservation Innovation Center", - "roles": [ - "producer", - "processor", - "licensor" - ], - "url": "https://www.chesapeakeconservancy.org/conservation-innovation-center/high-resolution-data/land-use-data-project/" - }, - { - "name": "Microsoft", - "roles": [ - "host" - ], - "url": "https://planetarycomputer.microsoft.com" - } - ], - "assets": { - "thumbnail": { - "title": "Chesapeake Land Use Thumbnail", - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/chesapeake-lu-thumb.png", - "type": "image/png", - "roles": [ - "thumbnail" - ] - }, - "geoparquet-items": { - "href": "abfs://items/chesapeake-lu.parquet", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "msft:partition_info": { - "is_partitioned": false - }, - "table:storage_options": { - "account_name": "pcstacitems" - } - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -81.14648244566828, - 36.18730972451623, - -73.11082086653798, - 44.7781991560751 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2013-01-01T00:00:00Z", - "2014-12-31T23:59:59Z" - ] - ] - } - }, "item_assets": { "data": { "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], "title": "Land Use Classes", "raster:bands": [ { @@ -112,92 +46,149 @@ "classification:classes": [ { "value": 1, - "description": "Impervious Roads", - "color-hint": "000000" + "color-hint": "000000", + "description": "Impervious Roads" }, { "value": 2, - "description": "Impervious Non-Roads", - "color-hint": "730000" + "color-hint": "730000", + "description": "Impervious Non-Roads" }, { "value": 3, - "description": "Tree Canopy over Impervious Surfaces", - "color-hint": "55FF00" + "color-hint": "55FF00", + "description": "Tree Canopy over Impervious Surfaces" }, { "value": 4, - "description": "Water", - "color-hint": "0070FF" + "color-hint": "0070FF", + "description": "Water" }, { "value": 5, - "description": "Tidal Wetlands", - "color-hint": "00FFC5" + "color-hint": "00FFC5", + "description": "Tidal Wetlands" }, { "value": 6, - "description": "Floodplain Wetlands", - "color-hint": "00E6A9" + "color-hint": "00E6A9", + "description": "Floodplain Wetlands" }, { "value": 7, - "description": "Other Wetlands", - "color-hint": "00E6A9" + "color-hint": "00E6A9", + "description": "Other Wetlands" }, { "value": 8, - "description": "Forest", - "color-hint": "267300" + "color-hint": "267300", + "description": "Forest" }, { "value": 9, - "description": "Tree Canopy over Turf Grass", - "color-hint": "AAFF00" + "color-hint": "AAFF00", + "description": "Tree Canopy over Turf Grass" }, { "value": 10, - "description": "Mixed Open", - "color-hint": "A87000" + "color-hint": "A87000", + "description": "Mixed Open" }, { "value": 11, - "description": "Fractional Turf (small)", - "color-hint": "FFBEE8" + "color-hint": "FFBEE8", + "description": "Fractional Turf (small)" }, { "value": 12, - "description": "Fractional Turf (medium)", - "color-hint": "FFBEE8" + "color-hint": "FFBEE8", + "description": "Fractional Turf (medium)" }, { "value": 13, - "description": "Fractional Turf (large)", - "color-hint": "FFBEE8" + "color-hint": "FFBEE8", + "description": "Fractional Turf (large)" }, { "value": 14, - "description": "Fractional Impervious", - "color-hint": "C500FF" + "color-hint": "C500FF", + "description": "Fractional Impervious" }, { "value": 15, - "description": "Turf Grass", - "color-hint": "FFFF73" + "color-hint": "FFFF73", + "description": "Turf Grass" }, { "value": 16, - "description": "Cropland", - "color-hint": "E69800" + "color-hint": "E69800", + "description": "Cropland" }, { "value": 17, - "description": "Pasture/Hay", - "color-hint": "E69800" + "color-hint": "E69800", + "description": "Pasture/Hay" } + ] + } + }, + "msft:group_id": "chesapeake-lulc", + "msft:container": "chesapeake", + "msft:storage_account": "landcoverdata", + "msft:short_description": "Chesapeake Bay Watershed land use product with 17 classes at 1m resolution.", + "msft:region": "westeurope", + "title": "Chesapeake Land Use", + "extent": { + "spatial": { + "bbox": [ + [ + -81.14648244566828, + 36.18730972451623, + -73.11082086653798, + 44.7781991560751 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2013-01-01T00:00:00Z", + "2014-12-31T23:59:59Z" + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "Land Use", + "Chesapeake Bay Watershed", + "Chesapeake Conservancy" + ], + "providers": [ + { + "name": "Chesapeake Conservancy Conservation Innovation Center", + "roles": [ + "producer", + "processor", + "licensor" ], + "url": "https://www.chesapeakeconservancy.org/conservation-innovation-center/high-resolution-data/land-use-data-project/" + }, + { + "name": "Microsoft", "roles": [ - "data" + "host" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/chesapeake-lu-thumb.png", + "type": "image/png", + "title": "Chesapeake Land Use Thumbnail", + "roles": [ + "thumbnail" ] } } diff --git a/datasets/chloris-biomass/description.md b/datasets/chloris-biomass/description.md new file mode 100644 index 000000000..57825195b --- /dev/null +++ b/datasets/chloris-biomass/description.md @@ -0,0 +1,9 @@ +The Chloris Global Biomass 2003 - 2019 dataset provides estimates of stock and change in aboveground biomass for Earth's terrestrial woody vegetation ecosystems. It covers the period 2003 - 2019, at annual time steps. The global dataset has a circa 4.6 km spatial resolution. + +The maps and data sets were generated by combining multiple remote sensing measurements from space borne satellites, processed using state-of-the-art machine learning and statistical methods, validated with field data from multiple countries. The dataset provides direct estimates of aboveground stock and change, and are not based on land use or land cover area change, and as such they include gains and losses of carbon stock in all types of woody vegetation - whether natural or plantations. + +Annual stocks are expressed in units of tons of biomass. Annual changes in stocks are expressed in units of CO2 equivalent, i.e., the amount of CO2 released from or taken up by terrestrial ecosystems for that specific pixel. + +The spatial data sets are available on [Microsoft’s Planetary Computer](https://planetarycomputer.microsoft.com/dataset/chloris-biomass) under a Creative Common license of the type Attribution-Non Commercial-Share Alike [CC BY-NC-SA](https://spdx.org/licenses/CC-BY-NC-SA-4.0.html). + +[Chloris Geospatial](https://chloris.earth/) is a mission-driven technology company that develops software and data products on the state of natural capital for use by business, governments, and the social sector. diff --git a/datasets/chloris-biomass/template.json b/datasets/chloris-biomass/template.json new file mode 100644 index 000000000..bf7e22fb3 --- /dev/null +++ b/datasets/chloris-biomass/template.json @@ -0,0 +1,162 @@ +{ + "type": "Collection", + "id": "chloris-biomass", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://spdx.org/licenses/CC-BY-NC-SA-4.0.html", + "title": "Creative Commons Attribution Non Commercial Share Alike 4.0 International" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/chloris-biomass", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/projection/v1.0.0/schema.json", + "https://stac-extensions.github.io/raster/v1.1.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], + "item_assets": { + "biomass": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Annual estimates of aboveground woody biomass.", + "raster:bands": [ + { + "unit": "tonnes", + "nodata": 2147483647, + "data_type": "uint32" + } + ] + }, + "biomass_wm": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Annual estimates of aboveground woody biomass (Web Mercator).", + "raster:bands": [ + { + "unit": "tonnes", + "nodata": 2147483647, + "data_type": "uint32" + } + ] + }, + "biomass_change": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Annual estimates of changes (gains and losses) in aboveground woody biomass from the previous year.", + "raster:bands": [ + { + "unit": "tonnes", + "nodata": -32768, + "data_type": "int16" + } + ] + }, + "biomass_change_wm": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Annual estimates of changes (gains and losses) in aboveground woody biomass from the previous year (Web Mercator).", + "raster:bands": [ + { + "unit": "tonnes", + "nodata": -32768, + "data_type": "int16" + } + ] + } + }, + "msft:container": "chloris-biomass", + "msft:storage_account": "ai4edataeuwest", + "msft:short_description": "The Chloris Global Biomass 2003 - 2019 dataset provides estimates of stock and change in aboveground biomass for Earth's terrestrial woody vegetation ecosystems during the period 2003 - 2019, at annual time steps. The global dataset has a circa 4.6 km spatial resolution.", + "msft:region": "westeurope", + "title": "Chloris Biomass", + "extent": { + "spatial": { + "bbox": [ + [ + -179.95, + -60, + 179.95, + 90 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2003-07-31T00:00:00Z", + "2019-07-31T00:00:00Z" + ] + ] + } + }, + "license": "CC-BY-NC-SA-4.0", + "keywords": [ + "Chloris", + "Biomass", + "MODIS", + "Carbon" + ], + "providers": [ + { + "name": "Chloris", + "roles": [ + "producer", + "licensor" + ], + "url": "http://chloris.earth/" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "gsd": [ + 4633 + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/chloris-biomass.jpg", + "type": "image/jpg", + "title": "Chloris Biomass", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/chloris-biomass.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": false + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } +} \ No newline at end of file diff --git a/datasets/cil-gdpcir/collection/cil-gdpcir-cc-by-sa/template.json b/datasets/cil-gdpcir/collection/cil-gdpcir-cc-by-sa/template.json index 762a392a6..b94114c5e 100644 --- a/datasets/cil-gdpcir/collection/cil-gdpcir-cc-by-sa/template.json +++ b/datasets/cil-gdpcir/collection/cil-gdpcir-cc-by-sa/template.json @@ -1,232 +1,238 @@ { - "type": "Collection", - "id": "cil-gdpcir-cc-by-sa", - "stac_version": "1.0.0", - "description": "{{ collection.description }}", - "links": [ - { - "rel": "license", - "href": "https://spdx.org/licenses/CC-BY-SA-4.0.html", - "type": "text/html", - "title": "Creative Commons Attribution Share Alike 4.0 International" - }, - { - "rel": "cite-as", - "href": "https://zenodo.org/record/6403794", - "type": "text/html" - }, - { - "rel": "describedby", - "href": "https://github.com/ClimateImpactLab/downscaleCMIP6/", - "type": "text/html", - "title": "Project homepage" - } - ], - "stac_extensions": [ - "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", - "https://stac-extensions.github.io/scientific/v1.0.0/schema.json" - ], - "msft:storage_account": "rhgeuwest", - "msft:container": "cil-gdpcir", - "msft:region": "westeurope", - "msft:short_description": "Climate Impact Lab Global Downscaled Projections for Climate Impacts Research (CC-BY-SA-4.0)", - "msft:group_id": "cil-gdpcir", - "sci:doi": "10.5194/egusphere-2022-1513", - "cube:dimensions": { - "time": { - "extent": [ - "1950-01-01T12:00:00Z", - "2100-12-31T12:00:00Z" - ], - "description": "time", - "step": "P1DT0H0M0S", - "type": "temporal" - }, - "lon": { - "axis": "x", - "extent": [ - -179.875, - 179.875 - ], - "step": 0.25, - "reference_system": "epsg:4326", - "type": "spatial" - }, - "lat": { - "axis": "y", - "extent": [ - -89.875, - 89.875 - ], - "step": 0.25, - "reference_system": "epsg:4326", - "type": "spatial" - } - }, - "cube:variables": { - "pr": { - "type": "data", - "dimensions": [ - "time", - "lat", - "lon" - ], - "unit": "mm day-1", - "attrs": { - "units": "mm day-1" - } - }, - "tasmax": { - "type": "data", - "description": "Daily Maximum Near-Surface Air Temperature", - "dimensions": [ - "time", - "lat", - "lon" - ], - "unit": "K", - "attrs": { - "cell_measures": "area: areacella", - "cell_methods": "area: mean time: maximum (interval: 5 minutes)", - "comment": "maximum near-surface (usually, 2 meter) air temperature (add cell_method attribute 'time: max')", - "coordinates": "height", - "long_name": "Daily Maximum Near-Surface Air Temperature", - "original_name": "TREFHTMX", - "standard_name": "air_temperature", - "units": "K" - } - }, - "tasmin": { - "type": "data", - "description": "Daily Minimum Near-Surface Air Temperature", - "dimensions": [ - "time", - "lat", - "lon" - ], - "unit": "K", - "attrs": { - "cell_measures": "area: areacella", - "cell_methods": "area: mean time: minimum (interval: 5 minutes)", - "comment": "minimum near-surface (usually, 2 meter) air temperature (add cell_method attribute 'time: min')", - "coordinates": "height", - "long_name": "Daily Minimum Near-Surface Air Temperature", - "original_name": "TREFHTMN", - "standard_name": "air_temperature", - "units": "K" - } - } - }, - "item_assets": { - "pr": { - "type": "application/vnd+zarr", - "roles": [ - "data" - ], - "title": "Precipitation", - "description": "Precipitation" + "type": "Collection", + "id": "cil-gdpcir-cc-by-sa", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://spdx.org/licenses/CC-BY-SA-4.0.html", + "type": "text/html", + "title": "Creative Commons Attribution Share Alike 4.0 International" + }, + { + "rel": "cite-as", + "href": "https://zenodo.org/record/6403794", + "type": "text/html" + }, + { + "rel": "describedby", + "href": "https://github.com/ClimateImpactLab/downscaleCMIP6/", + "type": "text/html", + "title": "Project homepage" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/cil-gdpcir-cc-by-sa", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/scientific/v1.0.0/schema.json" + ], + "sci:doi": "10.5194/egusphere-2022-1513", + "item_assets": { + "pr": { + "type": "application/vnd+zarr", + "roles": [ + "data" + ], + "title": "Precipitation", + "description": "Precipitation" + }, + "tasmax": { + "type": "application/vnd+zarr", + "roles": [ + "data" + ], + "title": "Daily Maximum Near-Surface Air Temperature", + "description": "Daily Maximum Near-Surface Air Temperature" + }, + "tasmin": { + "type": "application/vnd+zarr", + "roles": [ + "data" + ], + "title": "Daily Minimum Near-Surface Air Temperature", + "description": "Daily Minimum Near-Surface Air Temperature" + } }, - "tasmax": { - "type": "application/vnd+zarr", - "roles": [ - "data" - ], - "title": "Daily Maximum Near-Surface Air Temperature", - "description": "Daily Maximum Near-Surface Air Temperature" + "msft:group_id": "cil-gdpcir", + "cube:variables": { + "pr": { + "type": "data", + "unit": "mm day-1", + "attrs": { + "units": "mm day-1" + }, + "dimensions": [ + "time", + "lat", + "lon" + ] + }, + "tasmax": { + "type": "data", + "unit": "K", + "attrs": { + "units": "K", + "comment": "maximum near-surface (usually, 2 meter) air temperature (add cell_method attribute 'time: max')", + "long_name": "Daily Maximum Near-Surface Air Temperature", + "coordinates": "height", + "cell_methods": "area: mean time: maximum (interval: 5 minutes)", + "cell_measures": "area: areacella", + "original_name": "TREFHTMX", + "standard_name": "air_temperature" + }, + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "Daily Maximum Near-Surface Air Temperature" + }, + "tasmin": { + "type": "data", + "unit": "K", + "attrs": { + "units": "K", + "comment": "minimum near-surface (usually, 2 meter) air temperature (add cell_method attribute 'time: min')", + "long_name": "Daily Minimum Near-Surface Air Temperature", + "coordinates": "height", + "cell_methods": "area: mean time: minimum (interval: 5 minutes)", + "cell_measures": "area: areacella", + "original_name": "TREFHTMN", + "standard_name": "air_temperature" + }, + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "Daily Minimum Near-Surface Air Temperature" + } }, - "tasmin": { - "type": "application/vnd+zarr", - "roles": [ - "data" - ], - "title": "Daily Minimum Near-Surface Air Temperature", - "description": "Daily Minimum Near-Surface Air Temperature" - } - }, - "title": "CIL Global Downscaled Projections for Climate Impacts Research (CC-BY-SA-4.0)", - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -90, - 180, - 90 - ] - ] + "msft:container": "cil-gdpcir", + "cube:dimensions": { + "lat": { + "axis": "y", + "step": 0.25, + "type": "spatial", + "extent": [ + -89.875, + 89.875 + ], + "reference_system": "epsg:4326" + }, + "lon": { + "axis": "x", + "step": 0.25, + "type": "spatial", + "extent": [ + -179.875, + 179.875 + ], + "reference_system": "epsg:4326" + }, + "time": { + "step": "P1DT0H0M0S", + "type": "temporal", + "extent": [ + "1950-01-01T12:00:00Z", + "2100-12-31T12:00:00Z" + ], + "description": "time" + } }, - "temporal": { - "interval": [ - [ - "1950-01-01T00:00:00Z", - "2100-12-31T00:00:00Z" - ] - ] - } - }, - "license": "CC-BY-SA-4.0", - "keywords": [ - "CMIP6", - "Climate Impact Lab", - "Rhodium Group", - "Precipitation", - "Temperature" - ], - "providers": [ - { - "name": "Climate Impact Lab", - "roles": [ - "producer" - ], - "url": "https://impactlab.org/" + "msft:storage_account": "rhgeuwest", + "msft:short_description": "Climate Impact Lab Global Downscaled Projections for Climate Impacts Research (CC-BY-SA-4.0)", + "msft:region": "westeurope", + "title": "CIL Global Downscaled Projections for Climate Impacts Research (CC-BY-SA-4.0)", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] + ] + }, + "temporal": { + "interval": [ + [ + "1950-01-01T00:00:00Z", + "2100-12-31T00:00:00Z" + ] + ] + } }, - { - "name": "Microsoft", - "roles": [ - "host" - ], - "url": "https://planetarycomputer.microsoft.com/" - } - ], - "summaries": { - "cmip6:institution_id": [ - "BCC", - "CAS", - "CCCma", - "CMCC", - "CSIRO", - "CSIRO-ARCCSS", - "DKRZ", - "EC-Earth-Consortium", - "INM", - "MIROC", - "MOHC", - "MPI-M", - "NCC", - "NOAA-GFDL", - "NUIST" - ], - "cmip6:source_id": [ - "CanESM5" + "license": "CC-BY-SA-4.0", + "keywords": [ + "CMIP6", + "Climate Impact Lab", + "Rhodium Group", + "Precipitation", + "Temperature" ], - "cmip6:variable": [ - "pr", - "tasmax", - "tasmin" + "providers": [ + { + "name": "Climate Impact Lab", + "roles": [ + "producer" + ], + "url": "https://impactlab.org/" + }, + { + "name": "Microsoft", + "roles": [ + "host" + ], + "url": "https://planetarycomputer.microsoft.com/" + } ], - "cmip6:experiment_id": [ - "historical", - "ssp126", - "ssp245", - "ssp370", - "ssp585" - ] - }, - "assets": { - "thumbnail": { - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/gdpcir.png", - "type": "image/png", - "title": "Thumbnail" + "summaries": { + "cmip6:variable": [ + "pr", + "tasmax", + "tasmin" + ], + "cmip6:source_id": [ + "CanESM5" + ], + "cmip6:experiment_id": [ + "historical", + "ssp126", + "ssp245", + "ssp370", + "ssp585" + ], + "cmip6:institution_id": [ + "BCC", + "CAS", + "CCCma", + "CMCC", + "CSIRO", + "CSIRO-ARCCSS", + "DKRZ", + "EC-Earth-Consortium", + "INM", + "MIROC", + "MOHC", + "MPI-M", + "NCC", + "NOAA-GFDL", + "NUIST" + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/gdpcir.png", + "type": "image/png", + "title": "Thumbnail" + } } - } } \ No newline at end of file diff --git a/datasets/cil-gdpcir/collection/cil-gdpcir-cc-by/description.md b/datasets/cil-gdpcir/collection/cil-gdpcir-cc-by/description.md index 1f55528b6..1520bbe75 100644 --- a/datasets/cil-gdpcir/collection/cil-gdpcir-cc-by/description.md +++ b/datasets/cil-gdpcir/collection/cil-gdpcir-cc-by/description.md @@ -4,7 +4,7 @@ The [Global Downscaled Projections for Climate Impacts Research](https://github. ## Accessing the data -GDPCIR data can be accessed on the Microsoft Planetary Computer. The dataset is made of of two collections, distinguished by data license: +GDPCIR data can be accessed on the Microsoft Planetary Computer. The dataset is made of of three collections, distinguished by data license: * [Public domain (CC0-1.0) collection](https://planetarycomputer.microsoft.com/dataset/cil-gdpcir-cc0) * [Attribution (CC BY 4.0) collection](https://planetarycomputer.microsoft.com/dataset/cil-gdpcir-cc-by) diff --git a/datasets/cil-gdpcir/collection/cil-gdpcir-cc-by/template.json b/datasets/cil-gdpcir/collection/cil-gdpcir-cc-by/template.json index 54dacb05a..d722634fc 100644 --- a/datasets/cil-gdpcir/collection/cil-gdpcir-cc-by/template.json +++ b/datasets/cil-gdpcir/collection/cil-gdpcir-cc-by/template.json @@ -1,267 +1,273 @@ { - "type": "Collection", - "id": "cil-gdpcir-cc-by", - "stac_version": "1.0.0", - "description": "{{ collection.description }}", - "links": [ - { - "rel": "license", - "href": "https://spdx.org/licenses/CC-BY-4.0.html", - "type": "text/html", - "title": "Creative Commons Attribution 4.0 International" - }, - { - "rel": "cite-as", - "href": "https://zenodo.org/record/6403794", - "type": "text/html" - }, - { - "rel": "describedby", - "href": "https://github.com/ClimateImpactLab/downscaleCMIP6/", - "type": "text/html", - "title": "Project homepage" - } - ], - "stac_extensions": [ - "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", - "https://stac-extensions.github.io/scientific/v1.0.0/schema.json" - ], - "msft:storage_account": "rhgeuwest", - "msft:container": "cil-gdpcir", - "msft:region": "westeurope", - "msft:short_description": "Climate Impact Lab Global Downscaled Projections for Climate Impacts Research (CC-BY-4.0)", - "msft:group_id": "cil-gdpcir", - "sci:doi": "10.5194/egusphere-2022-1513", - "cube:dimensions": { - "time": { - "extent": [ - "1950-01-01T12:00:00Z", - "2100-12-31T12:00:00Z" - ], - "description": "time", - "step": "P1DT0H0M0S", - "type": "temporal" - }, - "lon": { - "axis": "x", - "extent": [ - -179.875, - 179.875 - ], - "step": 0.25, - "reference_system": "epsg:4326", - "type": "spatial" - }, - "lat": { - "axis": "y", - "extent": [ - -89.875, - 89.875 - ], - "step": 0.25, - "reference_system": "epsg:4326", - "type": "spatial" - } - }, - "cube:variables": { - "pr": { - "type": "data", - "dimensions": [ - "time", - "lat", - "lon" - ], - "unit": "mm day-1", - "attrs": { - "units": "mm day-1" - } - }, - "tasmax": { - "type": "data", - "description": "Daily Maximum Near-Surface Air Temperature", - "dimensions": [ - "time", - "lat", - "lon" - ], - "unit": "K", - "attrs": { - "cell_measures": "area: areacella", - "cell_methods": "area: mean time: maximum (interval: 5 minutes)", - "comment": "maximum near-surface (usually, 2 meter) air temperature (add cell_method attribute 'time: max')", - "coordinates": "height", - "long_name": "Daily Maximum Near-Surface Air Temperature", - "original_name": "TREFHTMX", - "standard_name": "air_temperature", - "units": "K" - } - }, - "tasmin": { - "type": "data", - "description": "Daily Minimum Near-Surface Air Temperature", - "dimensions": [ - "time", - "lat", - "lon" - ], - "unit": "K", - "attrs": { - "cell_measures": "area: areacella", - "cell_methods": "area: mean time: minimum (interval: 5 minutes)", - "comment": "minimum near-surface (usually, 2 meter) air temperature (add cell_method attribute 'time: min')", - "coordinates": "height", - "long_name": "Daily Minimum Near-Surface Air Temperature", - "original_name": "TREFHTMN", - "standard_name": "air_temperature", - "units": "K" - } - } - }, - "item_assets": { - "pr": { - "type": "application/vnd+zarr", - "roles": [ - "data" - ], - "title": "Precipitation", - "description": "Precipitation" + "type": "Collection", + "id": "cil-gdpcir-cc-by", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://spdx.org/licenses/CC-BY-4.0.html", + "type": "text/html", + "title": "Creative Commons Attribution 4.0 International" + }, + { + "rel": "cite-as", + "href": "https://zenodo.org/record/6403794", + "type": "text/html" + }, + { + "rel": "describedby", + "href": "https://github.com/ClimateImpactLab/downscaleCMIP6/", + "type": "text/html", + "title": "Project homepage" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/cil-gdpcir-cc-by", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/scientific/v1.0.0/schema.json" + ], + "sci:doi": "10.5194/egusphere-2022-1513", + "item_assets": { + "pr": { + "type": "application/vnd+zarr", + "roles": [ + "data" + ], + "title": "Precipitation", + "description": "Precipitation" + }, + "tasmax": { + "type": "application/vnd+zarr", + "roles": [ + "data" + ], + "title": "Daily Maximum Near-Surface Air Temperature", + "description": "Daily Maximum Near-Surface Air Temperature" + }, + "tasmin": { + "type": "application/vnd+zarr", + "roles": [ + "data" + ], + "title": "Daily Minimum Near-Surface Air Temperature", + "description": "Daily Minimum Near-Surface Air Temperature" + } }, - "tasmax": { - "type": "application/vnd+zarr", - "roles": [ - "data" - ], - "title": "Daily Maximum Near-Surface Air Temperature", - "description": "Daily Maximum Near-Surface Air Temperature" + "msft:region": "westeurope", + "msft:group_id": "cil-gdpcir", + "cube:variables": { + "pr": { + "type": "data", + "unit": "mm day-1", + "attrs": { + "units": "mm day-1" + }, + "dimensions": [ + "time", + "lat", + "lon" + ] + }, + "tasmax": { + "type": "data", + "unit": "K", + "attrs": { + "units": "K", + "comment": "maximum near-surface (usually, 2 meter) air temperature (add cell_method attribute 'time: max')", + "long_name": "Daily Maximum Near-Surface Air Temperature", + "coordinates": "height", + "cell_methods": "area: mean time: maximum (interval: 5 minutes)", + "cell_measures": "area: areacella", + "original_name": "TREFHTMX", + "standard_name": "air_temperature" + }, + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "Daily Maximum Near-Surface Air Temperature" + }, + "tasmin": { + "type": "data", + "unit": "K", + "attrs": { + "units": "K", + "comment": "minimum near-surface (usually, 2 meter) air temperature (add cell_method attribute 'time: min')", + "long_name": "Daily Minimum Near-Surface Air Temperature", + "coordinates": "height", + "cell_methods": "area: mean time: minimum (interval: 5 minutes)", + "cell_measures": "area: areacella", + "original_name": "TREFHTMN", + "standard_name": "air_temperature" + }, + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "Daily Minimum Near-Surface Air Temperature" + } }, - "tasmin": { - "type": "application/vnd+zarr", - "roles": [ - "data" - ], - "title": "Daily Minimum Near-Surface Air Temperature", - "description": "Daily Minimum Near-Surface Air Temperature" - } - }, - "title": "CIL Global Downscaled Projections for Climate Impacts Research (CC-BY-4.0)", - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -90, - 180, - 90 - ] - ] + "msft:container": "cil-gdpcir", + "cube:dimensions": { + "lat": { + "axis": "y", + "step": 0.25, + "type": "spatial", + "extent": [ + -89.875, + 89.875 + ], + "reference_system": "epsg:4326" + }, + "lon": { + "axis": "x", + "step": 0.25, + "type": "spatial", + "extent": [ + -179.875, + 179.875 + ], + "reference_system": "epsg:4326" + }, + "time": { + "step": "P1DT0H0M0S", + "type": "temporal", + "extent": [ + "1950-01-01T12:00:00Z", + "2100-12-31T12:00:00Z" + ], + "description": "time" + } }, - "temporal": { - "interval": [ - [ - "1950-01-01T00:00:00Z", - "2100-12-31T00:00:00Z" - ] - ] - } - }, - "license": "CC-BY-4.0", - "keywords": [ - "CMIP6", - "Climate Impact Lab", - "Rhodium Group", - "Precipitation", - "Temperature" - ], - "providers": [ - { - "name": "Climate Impact Lab", - "roles": [ - "producer" - ], - "url": "https://impactlab.org/" + "msft:storage_account": "rhgeuwest", + "msft:short_description": "Climate Impact Lab Global Downscaled Projections for Climate Impacts Research (CC-BY-4.0)", + "title": "CIL Global Downscaled Projections for Climate Impacts Research (CC-BY-4.0)", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] + ] + }, + "temporal": { + "interval": [ + [ + "1950-01-01T00:00:00Z", + "2100-12-31T00:00:00Z" + ] + ] + } }, - { - "name": "Microsoft", - "roles": [ - "host" - ], - "url": "https://planetarycomputer.microsoft.com/" - } - ], - "summaries": { - "cmip6:institution_id": [ - "BCC", - "CAS", - "CCCma", - "CMCC", - "CSIRO", - "CSIRO-ARCCSS", - "DKRZ", - "EC-Earth-Consortium", - "INM", - "MIROC", - "MOHC", - "MPI-M", - "NCC", - "NOAA-GFDL", - "NUIST" + "license": "CC-BY-4.0", + "keywords": [ + "CMIP6", + "Climate Impact Lab", + "Rhodium Group", + "Precipitation", + "Temperature" ], - "cmip6:source_id": [ - "BCC-CSM2-MR", - "ACCESS-ESM1-5", - "ACCESS-CM2", - "MIROC-ES2L", - "MIROC6", - "NorESM2-LM", - "NorESM2-MM", - "GFDL-CM4", - "GFDL-ESM4", - "NESM3", - "MPI-ESM1-2-HR", - "HadGEM3-GC31-LL", - "UKESM1-0-LL", - "MPI-ESM1-2-LR", - "EC-Earth3", - "EC-Earth3-AerChem", - "EC-Earth3-CC", - "EC-Earth3-Veg", - "EC-Earth3-Veg-LR", - "CMCC-CM2-SR5", - "CMCC-ESM2" + "providers": [ + { + "name": "Climate Impact Lab", + "roles": [ + "producer" + ], + "url": "https://impactlab.org/" + }, + { + "name": "Microsoft", + "roles": [ + "host" + ], + "url": "https://planetarycomputer.microsoft.com/" + } ], - "cmip6:variable": [ - "pr", - "tasmax", - "tasmin" - ], - "cmip6:experiment_id": [ - "historical", - "ssp126", - "ssp245", - "ssp370", - "ssp585" - ] - }, - "assets": { - "thumbnail": { - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/gdpcir.png", - "type": "image/png", - "title": "Thumbnail" + "summaries": { + "cmip6:variable": [ + "pr", + "tasmax", + "tasmin" + ], + "cmip6:source_id": [ + "BCC-CSM2-MR", + "ACCESS-ESM1-5", + "ACCESS-CM2", + "MIROC-ES2L", + "MIROC6", + "NorESM2-LM", + "NorESM2-MM", + "GFDL-CM4", + "GFDL-ESM4", + "NESM3", + "MPI-ESM1-2-HR", + "HadGEM3-GC31-LL", + "UKESM1-0-LL", + "MPI-ESM1-2-LR", + "EC-Earth3", + "EC-Earth3-AerChem", + "EC-Earth3-CC", + "EC-Earth3-Veg", + "EC-Earth3-Veg-LR", + "CMCC-CM2-SR5", + "CMCC-ESM2" + ], + "cmip6:experiment_id": [ + "historical", + "ssp126", + "ssp245", + "ssp370", + "ssp585" + ], + "cmip6:institution_id": [ + "BCC", + "CAS", + "CCCma", + "CMCC", + "CSIRO", + "CSIRO-ARCCSS", + "DKRZ", + "EC-Earth-Consortium", + "INM", + "MIROC", + "MOHC", + "MPI-M", + "NCC", + "NOAA-GFDL", + "NUIST" + ] }, - "geoparquet-items": { - "href": "abfs://items/cil-gdpcir-cc-by.parquet", - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "table:storage_options": { - "account_name": "pcstacitems" - }, - "msft:partition_info": { - "is_partitioned": false - } + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/gdpcir.png", + "type": "image/png", + "title": "Thumbnail" + }, + "geoparquet-items": { + "href": "abfs://items/cil-gdpcir-cc-by.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": false + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } } - } } \ No newline at end of file diff --git a/datasets/cil-gdpcir/collection/cil-gdpcir-cc0/description.md b/datasets/cil-gdpcir/collection/cil-gdpcir-cc0/description.md index 5b464597d..f696dbb09 100644 --- a/datasets/cil-gdpcir/collection/cil-gdpcir-cc0/description.md +++ b/datasets/cil-gdpcir/collection/cil-gdpcir-cc0/description.md @@ -4,7 +4,7 @@ The [Global Downscaled Projections for Climate Impacts Research](https://github. ## Accessing the data -GDPCIR data can be accessed on the Microsoft Planetary Computer. The dataset is made of of two collections, distinguished by data license: +GDPCIR data can be accessed on the Microsoft Planetary Computer. The dataset is made of of three collections, distinguished by data license: * [Public domain (CC0-1.0) collection](https://planetarycomputer.microsoft.com/dataset/cil-gdpcir-cc0) * [Attribution (CC BY 4.0) collection](https://planetarycomputer.microsoft.com/dataset/cil-gdpcir-cc-by) diff --git a/datasets/cil-gdpcir/collection/cil-gdpcir-cc0/template.json b/datasets/cil-gdpcir/collection/cil-gdpcir-cc0/template.json index 3bf0266d4..851edf749 100644 --- a/datasets/cil-gdpcir/collection/cil-gdpcir-cc0/template.json +++ b/datasets/cil-gdpcir/collection/cil-gdpcir-cc0/template.json @@ -1,234 +1,240 @@ { - "type": "Collection", - "id": "cil-gdpcir-cc0", - "stac_version": "1.0.0", - "description": "{{ collection.description }}", - "links": [ - { - "rel": "license", - "href": "https://spdx.org/licenses/CC0-1.0.html", - "type": "text/html", - "title": "Creative Commons Zero v1.0 Universal" - }, - { - "rel": "cite-as", - "href": "https://zenodo.org/record/6403794", - "type": "text/html" - }, - { - "rel": "describedby", - "href": "https://github.com/ClimateImpactLab/downscaleCMIP6/", - "type": "text/html", - "title": "Project homepage" - } - ], - "stac_extensions": [ - "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", - "https://stac-extensions.github.io/scientific/v1.0.0/schema.json" - ], - "msft:storage_account": "rhgeuwest", - "msft:container": "cil-gdpcir", - "msft:region": "westeurope", - "msft:short_description": "Climate Impact Lab Global Downscaled Projections for Climate Impacts Research (CC0-1.0)", - "msft:group_id": "cil-gdpcir", - "sci:doi": "10.5194/egusphere-2022-1513", - "cube:dimensions": { - "time": { - "extent": [ - "1950-01-01T12:00:00Z", - "2100-12-31T12:00:00Z" - ], - "description": "time", - "step": "P1DT0H0M0S", - "type": "temporal" - }, - "lon": { - "axis": "x", - "extent": [ - -179.875, - 179.875 - ], - "step": 0.25, - "reference_system": "epsg:4326", - "type": "spatial" - }, - "lat": { - "axis": "y", - "extent": [ - -89.875, - 89.875 - ], - "step": 0.25, - "reference_system": "epsg:4326", - "type": "spatial" - } - }, - "cube:variables": { - "pr": { - "type": "data", - "dimensions": [ - "time", - "lat", - "lon" - ], - "unit": "mm day-1", - "attrs": { - "units": "mm day-1" - } - }, - "tasmax": { - "type": "data", - "description": "Daily Maximum Near-Surface Air Temperature", - "dimensions": [ - "time", - "lat", - "lon" - ], - "unit": "K", - "attrs": { - "cell_measures": "area: areacella", - "cell_methods": "area: mean time: maximum (interval: 5 minutes)", - "comment": "maximum near-surface (usually, 2 meter) air temperature (add cell_method attribute 'time: max')", - "coordinates": "height", - "long_name": "Daily Maximum Near-Surface Air Temperature", - "original_name": "TREFHTMX", - "standard_name": "air_temperature", - "units": "K" - } - }, - "tasmin": { - "type": "data", - "description": "Daily Minimum Near-Surface Air Temperature", - "dimensions": [ - "time", - "lat", - "lon" - ], - "unit": "K", - "attrs": { - "cell_measures": "area: areacella", - "cell_methods": "area: mean time: minimum (interval: 5 minutes)", - "comment": "minimum near-surface (usually, 2 meter) air temperature (add cell_method attribute 'time: min')", - "coordinates": "height", - "long_name": "Daily Minimum Near-Surface Air Temperature", - "original_name": "TREFHTMN", - "standard_name": "air_temperature", - "units": "K" - } - } - }, - "item_assets": { - "pr": { - "type": "application/vnd+zarr", - "roles": [ - "data" - ], - "title": "Precipitation", - "description": "Precipitation" + "type": "Collection", + "id": "cil-gdpcir-cc0", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://spdx.org/licenses/CC0-1.0.html", + "type": "text/html", + "title": "Creative Commons Zero v1.0 Universal" + }, + { + "rel": "cite-as", + "href": "https://zenodo.org/record/6403794", + "type": "text/html" + }, + { + "rel": "describedby", + "href": "https://github.com/ClimateImpactLab/downscaleCMIP6/", + "type": "text/html", + "title": "Project homepage" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/cil-gdpcir-cc0", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/scientific/v1.0.0/schema.json" + ], + "sci:doi": "10.5194/egusphere-2022-1513", + "item_assets": { + "pr": { + "type": "application/vnd+zarr", + "roles": [ + "data" + ], + "title": "Precipitation", + "description": "Precipitation" + }, + "tasmax": { + "type": "application/vnd+zarr", + "roles": [ + "data" + ], + "title": "Daily Maximum Near-Surface Air Temperature", + "description": "Daily Maximum Near-Surface Air Temperature" + }, + "tasmin": { + "type": "application/vnd+zarr", + "roles": [ + "data" + ], + "title": "Daily Minimum Near-Surface Air Temperature", + "description": "Daily Minimum Near-Surface Air Temperature" + } }, - "tasmax": { - "type": "application/vnd+zarr", - "roles": [ - "data" - ], - "title": "Daily Maximum Near-Surface Air Temperature", - "description": "Daily Maximum Near-Surface Air Temperature" + "msft:region": "westeurope", + "msft:group_id": "cil-gdpcir", + "cube:variables": { + "pr": { + "type": "data", + "unit": "mm day-1", + "attrs": { + "units": "mm day-1" + }, + "dimensions": [ + "time", + "lat", + "lon" + ] + }, + "tasmax": { + "type": "data", + "unit": "K", + "attrs": { + "units": "K", + "comment": "maximum near-surface (usually, 2 meter) air temperature (add cell_method attribute 'time: max')", + "long_name": "Daily Maximum Near-Surface Air Temperature", + "coordinates": "height", + "cell_methods": "area: mean time: maximum (interval: 5 minutes)", + "cell_measures": "area: areacella", + "original_name": "TREFHTMX", + "standard_name": "air_temperature" + }, + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "Daily Maximum Near-Surface Air Temperature" + }, + "tasmin": { + "type": "data", + "unit": "K", + "attrs": { + "units": "K", + "comment": "minimum near-surface (usually, 2 meter) air temperature (add cell_method attribute 'time: min')", + "long_name": "Daily Minimum Near-Surface Air Temperature", + "coordinates": "height", + "cell_methods": "area: mean time: minimum (interval: 5 minutes)", + "cell_measures": "area: areacella", + "original_name": "TREFHTMN", + "standard_name": "air_temperature" + }, + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "Daily Minimum Near-Surface Air Temperature" + } }, - "tasmin": { - "type": "application/vnd+zarr", - "roles": [ - "data" - ], - "title": "Daily Minimum Near-Surface Air Temperature", - "description": "Daily Minimum Near-Surface Air Temperature" - } - }, - "title": "CIL Global Downscaled Projections for Climate Impacts Research (CC0-1.0)", - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -90, - 180, - 90 - ] - ] + "msft:container": "cil-gdpcir", + "cube:dimensions": { + "lat": { + "axis": "y", + "step": 0.25, + "type": "spatial", + "extent": [ + -89.875, + 89.875 + ], + "reference_system": "epsg:4326" + }, + "lon": { + "axis": "x", + "step": 0.25, + "type": "spatial", + "extent": [ + -179.875, + 179.875 + ], + "reference_system": "epsg:4326" + }, + "time": { + "step": "P1DT0H0M0S", + "type": "temporal", + "extent": [ + "1950-01-01T12:00:00Z", + "2100-12-31T12:00:00Z" + ], + "description": "time" + } }, - "temporal": { - "interval": [ - [ - "1950-01-01T00:00:00Z", - "2100-12-31T00:00:00Z" - ] - ] - } - }, - "license": "CC0-1.0", - "keywords": [ - "CMIP6", - "Climate Impact Lab", - "Rhodium Group", - "Precipitation", - "Temperature" - ], - "providers": [ - { - "name": "Climate Impact Lab", - "roles": [ - "producer" - ], - "url": "https://impactlab.org/" + "msft:storage_account": "rhgeuwest", + "msft:short_description": "Climate Impact Lab Global Downscaled Projections for Climate Impacts Research (CC0-1.0)", + "title": "CIL Global Downscaled Projections for Climate Impacts Research (CC0-1.0)", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] + ] + }, + "temporal": { + "interval": [ + [ + "1950-01-01T00:00:00Z", + "2100-12-31T00:00:00Z" + ] + ] + } }, - { - "name": "Microsoft", - "roles": [ - "host" - ], - "url": "https://planetarycomputer.microsoft.com/" - } - ], - "summaries": { - "cmip6:institution_id": [ - "BCC", - "CAS", - "CCCma", - "CMCC", - "CSIRO", - "CSIRO-ARCCSS", - "DKRZ", - "EC-Earth-Consortium", - "INM", - "MIROC", - "MOHC", - "MPI-M", - "NCC", - "NOAA-GFDL", - "NUIST" - ], - "cmip6:source_id": [ - "FGOALS-g3", - "INM-CM4-8", - "INM-CM5-0" + "license": "CC0-1.0", + "keywords": [ + "CMIP6", + "Climate Impact Lab", + "Rhodium Group", + "Precipitation", + "Temperature" ], - "cmip6:variable": [ - "pr", - "tasmax", - "tasmin" + "providers": [ + { + "name": "Climate Impact Lab", + "roles": [ + "producer" + ], + "url": "https://impactlab.org/" + }, + { + "name": "Microsoft", + "roles": [ + "host" + ], + "url": "https://planetarycomputer.microsoft.com/" + } ], - "cmip6:experiment_id": [ - "historical", - "ssp126", - "ssp245", - "ssp370", - "ssp585" - ] - }, - "assets": { - "thumbnail": { - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/gdpcir.png", - "type": "image/png", - "title": "Thumbnail" + "summaries": { + "cmip6:variable": [ + "pr", + "tasmax", + "tasmin" + ], + "cmip6:source_id": [ + "FGOALS-g3", + "INM-CM4-8", + "INM-CM5-0" + ], + "cmip6:experiment_id": [ + "historical", + "ssp126", + "ssp245", + "ssp370", + "ssp585" + ], + "cmip6:institution_id": [ + "BCC", + "CAS", + "CCCma", + "CMCC", + "CSIRO", + "CSIRO-ARCCSS", + "DKRZ", + "EC-Earth-Consortium", + "INM", + "MIROC", + "MOHC", + "MPI-M", + "NCC", + "NOAA-GFDL", + "NUIST" + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/gdpcir.png", + "type": "image/png", + "title": "Thumbnail" + } } - } } \ No newline at end of file diff --git a/datasets/conus404/collection/template.json b/datasets/conus404/collection/template.json index 6ca8c1896..4baad0b2d 100644 --- a/datasets/conus404/collection/template.json +++ b/datasets/conus404/collection/template.json @@ -1,5599 +1,5605 @@ { - "type": "Collection", - "id": "conus404", - "stac_version": "1.0.0", - "description": "{{ collection.description }}", - "links": [ - { - "rel": "cite-as", - "href": "https://doi.org/10.1175/BAMS-D-21-0326.1" - }, - { - "rel": "cite-as", - "href": "https://doi.org/10.5066/P9PHPK4F" - }, - { - "rel": "cite-as", - "href": "https://doi.org/10.5065/ZYY0-Y036" - }, - { - "rel": "license", - "href": "https://spdx.org/licenses/CC-BY-4.0.html", - "type": "text/html", - "title": "Creative Commons Attribution 4.0 International" - } - ], - "stac_extensions": [ - "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", - "https://stac-extensions.github.io/xarray-assets/v1.0.0/schema.json", - "https://stac-extensions.github.io/datacube/v2.2.0/schema.json" - ], - "msft:short_description": "High-resolution hydro-climate dataset for forcing hydrological models and meteorological analysis over the conterminous United States.", - "msft:storage_account": "azureopendatastorage", - "msft:container": "noaa", - "msft:region": "eastus", - "sci:doi": "10.1175/BAMS-D-21-0326.1", - "sci:citation": "Rasmussen, R. M., Chen, F., Liu, C.H., Ikeda, K., Prein, A., Kim, J., Schneider, T., Dai, A., Gochis, D., Dugger, A., Zhang, Y., Jaye, A., Dudhia, J., He, C., Harrold, M., Xue, L., Chen, S., Newman, A., Dougherty, E., Abolafia-Rosenzweig, R., Lybarger, N. D., Viger, R., Lesmes, D., Skalak, K., Brakebill, J., Cline, D., Dunne, K., Rasmussen, K., & Miguez-Macho, G. (2023). CONUS404: The NCAR\u2013USGS 4-km Long-Term Regional Hydroclimate Reanalysis over the CONUS. Bulletin of the American Meteorological Society, 104(8), E1382-E1408. https://doi.org/10.1175/BAMS-D-21-0326.1", - "cube:dimensions": { - "time": { - "extent": [ - "1979-10-01T00:00:00Z", - "2022-09-30T23:00:00Z" - ], - "description": "time", - "step": "P0DT1H0M0S", - "type": "temporal" - }, - "lon": { - "axis": "x", - "extent": [ - -138.73135375976562, - -57.068634033203125 - ], - "type": "spatial" - }, - "lat": { - "axis": "y", - "extent": [ - 17.647308349609375, - 57.34341812133789 - ], - "type": "spatial" - }, - "south_north": { - "type": "count", - "description": "south_north index", - "extent": [ - 0, - 1014 - ] - }, - "west_east": { - "type": "count", - "description": "west_east index", - "extent": [ - 0, - 1366 - ] - }, - "bottom_top": { - "type": "count", - "description": "bottom_top index", - "extent": [ - 0, - 49 - ] - }, - "soil_layers_stag": { - "type": "count", - "description": "soil layer index.", - "extent": [ - 0, - 4 - ] - }, - "snow_layers_stag": { - "type": "count", - "description": "snow layer index.", - "extent": [ - 0, - 2 - ] - }, - "snso_layers_stag": { - "type": "count", - "description": "snso layer index.", - "extent": [ - 0, - 6 - ] - }, - "west_east_stag": { - "type": "count", - "description": "west_east_stag index.", - "extent": [ - 0, - 1367 - ] - }, - "south_north_stag": { - "type": "count", - "description": "south_north_stag index.", - "extent": [ - 0, - 1015 - ] - }, - "bottom_top_stag": { - "type": "count", - "description": "bottom_top_stag index", - "extent": [ - 0, - 50 - ] - } - }, - "cube:variables": { - "ACDEWC": { - "type": "data", - "description": "acccumlated QDEWC", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "mm", - "attrs": { - "description": "acccumlated QDEWC", - "long_name": "Accumulated canopy dew rate, accumulated over prior 60 minutes", - "stagger": "", - "units": "mm" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACDRIPR": { - "type": "data", - "description": "acccumlated QDRIPR", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "mm", - "attrs": { - "description": "acccumlated QDRIPR", - "long_name": "Accumulated canopy precipitation drip rate, accumulated over prior 60 minutes", - "stagger": "", - "units": "mm" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACDRIPS": { - "type": "data", - "description": "acccumlated QDRIPS", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "mm", - "attrs": { - "description": "acccumlated QDRIPS", - "long_name": "Accumulated canopy snow drip rate, accumulated over prior 60 minutes", - "stagger": "", - "units": "mm" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACECAN": { - "type": "data", - "description": "acccumlated ECAN", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "mm", - "attrs": { - "description": "acccumlated ECAN", - "long_name": "Accumulated net evaporation of canopy water (evap + sublim - dew - frost), accumulated over prior 60 minutes", - "stagger": "", - "units": "mm" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACEDIR": { - "type": "data", - "description": "acccumlated EDIR", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "mm", - "attrs": { - "description": "acccumlated EDIR", - "long_name": "Accumulated net soil evaporation or snowpack sublimation (evap or sublim - dew or frost), accumulated over prior 60 minutes", - "stagger": "", - "units": "mm" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACETLSM": { - "type": "data", - "description": "acccumlated ET", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "mm", - "attrs": { - "description": "acccumlated ET", - "long_name": "Accumulated total evaporation, accumulated over prior 60 minutes", - "stagger": "", - "units": "mm" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACETRAN": { - "type": "data", - "description": "acccumlated ETRAN", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "mm", - "attrs": { - "description": "acccumlated ETRAN", - "long_name": "Accumulated plant transpiration, accumulated over prior 60 minutes", - "stagger": "", - "units": "mm" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACEVAC": { - "type": "data", - "description": "acccumlated QEVAC", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "mm", - "attrs": { - "description": "acccumlated QEVAC", - "long_name": "Accumulated canopy evaporation, accumulated over prior 60 minutes", - "stagger": "", - "units": "mm" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACEVB": { - "type": "data", - "description": "acccumlated EVB", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "kJ/m2", - "attrs": { - "description": "acccumlated EVB", - "long_name": "Accumulated latent heat flux over bare ground, accumulated over prior 60 minutes", - "stagger": "", - "units": "kJ/m2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACEVC": { - "type": "data", - "description": "acccumlated EVC", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "kJ/m2", - "attrs": { - "description": "acccumlated EVC", - "long_name": "Accumulated latent heat flux for canopy layer, accumulated over prior 60 minutes", - "stagger": "", - "units": "kJ/m2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACEVG": { - "type": "data", - "description": "acccumlated EVG", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "kJ/m2", - "attrs": { - "description": "acccumlated EVG", - "long_name": "Accumulated ground latent heat flux below canopy, accumulated over prior 60 minutes", - "stagger": "", - "units": "kJ/m2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACFROC": { - "type": "data", - "description": "acccumlated QFROC", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "mm", - "attrs": { - "description": "acccumlated QFROC", - "long_name": "Accumulated canopy frost, accumulated over prior 60 minutes", - "stagger": "", - "units": "mm" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACFRZC": { - "type": "data", - "description": "acccumlated QFRZC", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "mm", - "attrs": { - "description": "acccumlated QFRZC", - "long_name": "Accumulated refreezing of canopy liquid water, accumulated over prior 60 minutes", - "stagger": "", - "units": "mm" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACGHB": { - "type": "data", - "description": "acccumlated GHB", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "kJ/m2", - "attrs": { - "description": "acccumlated GHB", - "long_name": "Accumulated heat flux into soil or snowpack for bare ground, accumulated over prior 60 minutes", - "stagger": "", - "units": "kJ/m2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACGHFLSM": { - "type": "data", - "description": "acccumlated total ground heat flux", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "kJ/m2", - "attrs": { - "description": "acccumlated total ground heat flux", - "long_name": "Accumulated total ground heat flux into soil or snowpack, accumulated over prior 60 minutes", - "stagger": "", - "units": "kJ/m2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACGHV": { - "type": "data", - "description": "acccumlated GHV", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "kJ/m2", - "attrs": { - "description": "acccumlated GHV", - "long_name": "Accumulated heat flux into soil or snowpack under canopy, accumulated over prior 60 minutes", - "stagger": "", - "units": "kJ/m2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACINTR": { - "type": "data", - "description": "acccumlated QINTR", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "mm", - "attrs": { - "description": "acccumlated QINTR", - "long_name": "Accumulated canopy rain interception rate, accumulated over prior 60 minutes", - "stagger": "", - "units": "mm" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACINTS": { - "type": "data", - "description": "acccumlated QINTS", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "mm", - "attrs": { - "description": "acccumlated QINTS", - "long_name": "Accumulated canopy snow interception rate, accumulated over prior 60 minutes", - "stagger": "", - "units": "mm" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACIRB": { - "type": "data", - "description": "acccumlated IRB", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "kJ/m2", - "attrs": { - "description": "acccumlated IRB", - "long_name": "Accumulated net longwave radiation for bare ground, accumulated over prior 60 minutes", - "stagger": "", - "units": "kJ/m2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACIRC": { - "type": "data", - "description": "acccumlated IRC", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "kJ/m2", - "attrs": { - "description": "acccumlated IRC", - "long_name": "Accumulated net longwave radiation from canopy, accumulated over prior 60 minutes", - "stagger": "", - "units": "kJ/m2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACIRG": { - "type": "data", - "description": "acccumlated IRG", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "kJ/m2", - "attrs": { - "description": "acccumlated IRG", - "long_name": "Accumulated net longwave radiation from ground below canopy, accumulated over prior 60 minutes", - "stagger": "", - "units": "kJ/m2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACLHFLSM": { - "type": "data", - "description": "acccumlated total latent heat flux", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "kJ/m2", - "attrs": { - "description": "acccumlated total latent heat flux", - "long_name": "Accumulated total latent heat flux, accumulated over prior 60 minutes", - "stagger": "", - "units": "kJ/m2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACLWDNB": { - "type": "data", - "description": "ACCUMULATED DOWNWELLING LONGWAVE FLUX AT BOTTOM", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "J m-2", - "attrs": { - "description": "ACCUMULATED DOWNWELLING LONGWAVE FLUX AT BOTTOM", - "long_name": "Accumulated downwelling longwave radiation flux at bottom, accumulated since last bucket_J (1.0e9 J m-2) reset", - "stagger": "", - "units": "J m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACLWDNBC": { - "type": "data", - "description": "ACCUMULATED DOWNWELLING CLEAR SKY LONGWAVE FLUX AT BOTTOM", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "J m-2", - "attrs": { - "description": "ACCUMULATED DOWNWELLING CLEAR SKY LONGWAVE FLUX AT BOTTOM", - "long_name": "Accumulated downwelling clear sky longwave radiation flux at bottom, accumulated since last bucket_J (1.0e9 J m-2) reset", - "stagger": "", - "units": "J m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACLWDNLSM": { - "type": "data", - "description": "acccumlated LWDN", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "kJ/m2", - "attrs": { - "description": "acccumlated LWDN", - "long_name": "Accumulated longwave downwelling radiation at land surface model, accumulated over prior 60 minutes", - "stagger": "", - "units": "kJ/m2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACLWDNT": { - "type": "data", - "description": "ACCUMULATED DOWNWELLING LONGWAVE FLUX AT TOP", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "J m-2", - "attrs": { - "description": "ACCUMULATED DOWNWELLING LONGWAVE FLUX AT TOP", - "long_name": "Accumulated downwelling longwave radiation flux at top, accumulated since last bucket_J (1.0e9 J m-2) reset", - "stagger": "", - "units": "J m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACLWDNTC": { - "type": "data", - "description": "ACCUMULATED DOWNWELLING CLEAR SKY LONGWAVE FLUX AT TOP", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "J m-2", - "attrs": { - "description": "ACCUMULATED DOWNWELLING CLEAR SKY LONGWAVE FLUX AT TOP", - "long_name": "Accumulated downwelling clear sky longwave radiation flux at top, accumulated since last bucket_J (1.0e9 J m-2) reset", - "stagger": "", - "units": "J m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACLWUPB": { - "type": "data", - "description": "ACCUMULATED UPWELLING LONGWAVE FLUX AT BOTTOM", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "J m-2", - "attrs": { - "description": "ACCUMULATED UPWELLING LONGWAVE FLUX AT BOTTOM", - "long_name": "Accumulated upwelling longwave radiation flux at bottom, accumulated since last bucket_J (1.0e9 J m-2) reset", - "stagger": "", - "units": "J m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACLWUPBC": { - "type": "data", - "description": "ACCUMULATED UPWELLING CLEAR SKY LONGWAVE FLUX AT BOTTOM", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "J m-2", - "attrs": { - "description": "ACCUMULATED UPWELLING CLEAR SKY LONGWAVE FLUX AT BOTTOM", - "long_name": "Accumulated upwelling clear sky longwave radiation flux at bottom, accumulated since last bucket_J (1.0e9 J m-2) reset", - "stagger": "", - "units": "J m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACLWUPLSM": { - "type": "data", - "description": "acccumlated LWUP", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "kJ/m2", - "attrs": { - "description": "acccumlated LWUP", - "long_name": "Accumulated longwave upwelling radiation at land surface model, accumulated over prior 60 minutes", - "stagger": "", - "units": "kJ/m2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACLWUPT": { - "type": "data", - "description": "ACCUMULATED UPWELLING LONGWAVE FLUX AT TOP", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "J m-2", - "attrs": { - "description": "ACCUMULATED UPWELLING LONGWAVE FLUX AT TOP", - "long_name": "Accumulated upwelling longwave radiation flux at top, accumulated since last bucket_J (1.0e9 J m-2) reset", - "stagger": "", - "units": "J m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACLWUPTC": { - "type": "data", - "description": "ACCUMULATED UPWELLING CLEAR SKY LONGWAVE FLUX AT TOP", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "J m-2", - "attrs": { - "description": "ACCUMULATED UPWELLING CLEAR SKY LONGWAVE FLUX AT TOP", - "long_name": "Accumulated upwelling clear sky longwave radiation flux at top, accumulated since last bucket_J (1.0e9 J m-2) reset", - "stagger": "", - "units": "J m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACMELTC": { - "type": "data", - "description": "acccumlated QMELTC", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "mm", - "attrs": { - "description": "acccumlated QMELTC", - "long_name": "Accumulated canopy snow melt, accumulated over prior 60 minutes", - "stagger": "", - "units": "mm" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACPAHB": { - "type": "data", - "description": "acccumlated PAHB", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "kJ/m2", - "attrs": { - "description": "acccumlated PAHB", - "long_name": "Accumulated precipitation advected energy to bare ground, accumulated over prior 60 minutes", - "stagger": "", - "units": "kJ/m2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACPAHG": { - "type": "data", - "description": "acccumlated PAHG", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "kJ/m2", - "attrs": { - "description": "acccumlated PAHG", - "long_name": "Accumulated precipitation advected energy to below canopy, accumulated over prior 60 minutes", - "stagger": "", - "units": "kJ/m2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACPAHLSM": { - "type": "data", - "description": "acccumlated total precip heat flux", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "kJ/m2", - "attrs": { - "description": "acccumlated total precip heat flux", - "long_name": "Accumulated total precipitation heat flux advected to surface, accumulated over prior 60 minutes", - "stagger": "", - "units": "kJ/m2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACPAHV": { - "type": "data", - "description": "acccumlated PAHV", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "kJ/m2", - "attrs": { - "description": "acccumlated PAHV", - "long_name": "Accumulated precipitation advected energy to vegetation, accumulated over prior 60 minutes", - "stagger": "", - "units": "kJ/m2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACPONDING": { - "type": "data", - "description": "acccumlated PONDING", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "mm", - "attrs": { - "description": "acccumlated PONDING", - "long_name": "Accumulated surface ponding from complete pack melt, accumulated over prior 60 minutes", - "stagger": "", - "units": "mm" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACQLAT": { - "type": "data", - "description": "accumulated lateral flow", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "mm", - "attrs": { - "description": "accumulated lateral flow", - "long_name": "Accumulated groundwater lateral flow, accumulated over prior 60 minutes", - "stagger": "", - "units": "mm" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACQRF": { - "type": "data", - "description": "accumulated baseflow", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "mm", - "attrs": { - "description": "accumulated baseflow", - "long_name": "Accumulated groundwater baseflow, accumulated over prior 60 minutes", - "stagger": "", - "units": "mm" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACRAINLSM": { - "type": "data", - "description": "acccumlated RAINLSM", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "mm", - "attrs": { - "description": "acccumlated RAINLSM", - "long_name": "Accumulated liquid precipitation into land surface model, accumulated over prior 60 minutes", - "stagger": "", - "units": "mm" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACRAINSNOW": { - "type": "data", - "description": "acccumlated rain on snow pack", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "mm", - "attrs": { - "description": "acccumlated rain on snow pack", - "long_name": "Acccumlated rain on snow pack, accumulated over prior 60 minutes", - "stagger": "", - "units": "mm" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACRUNSB": { - "type": "data", - "description": "Accumulated RUNSB", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "mm", - "attrs": { - "description": "Accumulated RUNSB", - "long_name": "Accumulated subsurface runoff, accumulated over prior 60 minutes", - "stagger": "", - "units": "mm" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACRUNSF": { - "type": "data", - "description": "Accumulated RUNSF", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "mm", - "attrs": { - "description": "Accumulated RUNSF", - "long_name": "Accumulated surface runoff, accumulated over prior 60 minutes", - "stagger": "", - "units": "mm" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACSAGB": { - "type": "data", - "description": "acccumlated SAG under vegetation", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "kJ/m2", - "attrs": { - "description": "acccumlated SAG under vegetation", - "long_name": "Accumulated solar radiation absorbed by bare ground, accumulated over prior 60 minutes", - "stagger": "", - "units": "kJ/m2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACSAGV": { - "type": "data", - "description": "acccumlated SAG in bare section", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "kJ/m2", - "attrs": { - "description": "acccumlated SAG in bare section", - "long_name": "Accumulated solar radiation absorbed by vegetated ground, accumulated over prior 60 minutes", - "stagger": "", - "units": "kJ/m2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACSAV": { - "type": "data", - "description": "acccumlated SAV", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "kJ/m2", - "attrs": { - "description": "acccumlated SAV", - "long_name": "Accumulated solar radiation absorbed by vegetated fraction, accumulated over prior 60 minutes", - "stagger": "", - "units": "kJ/m2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACSHB": { - "type": "data", - "description": "acccumlated SHB", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "kJ/m2", - "attrs": { - "description": "acccumlated SHB", - "long_name": "Accumulated sensible heat flux at bare fraction, accumulated over prior 60 minutes", - "stagger": "", - "units": "kJ/m2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACSHC": { - "type": "data", - "description": "acccumlated SHC", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "kJ/m2", - "attrs": { - "description": "acccumlated SHC", - "long_name": "Accumulated sensible heat flux, canopy to atmosphere, accumulated over prior 60 minutes", - "stagger": "", - "units": "kJ/m2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACSHFLSM": { - "type": "data", - "description": "acccumlated total sensible heat flux", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "kJ/m2", - "attrs": { - "description": "acccumlated total sensible heat flux", - "long_name": "Acccumlated total sensible heat flux, accumulated over prior 60 minutes", - "stagger": "", - "units": "kJ/m2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACSHG": { - "type": "data", - "description": "acccumlated SHG", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "kJ/m2", - "attrs": { - "description": "acccumlated SHG", - "long_name": "Accumulated sensible heat flux from ground below canopy, accumulated over prior 60 minutes", - "stagger": "", - "units": "kJ/m2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACSNBOT": { - "type": "data", - "description": "acccumlated QSNBOT", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "mm", - "attrs": { - "description": "acccumlated QSNBOT", - "long_name": "Accumulated liquid water flux out of bottom of snowpack, accumulated over prior 60 minutes", - "stagger": "", - "units": "mm" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACSNFRO": { - "type": "data", - "description": "acccumlated QSNFRO", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "mm", - "attrs": { - "description": "acccumlated QSNFRO", - "long_name": "Accumulated snowpack frost, accumulated over prior 60 minutes", - "stagger": "", - "units": "mm" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACSNOM": { - "type": "data", - "description": "Accumulated total liquid water out of the snowpack", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "kg m-2", - "attrs": { - "description": "Accumulated total liquid water out of the snowpack", - "long_name": "Accumulated total liquid water out of the snowpack since model initial time", - "stagger": "", - "units": "kg m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACSNOWLSM": { - "type": "data", - "description": "acccumlated SNOWLSM", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "mm", - "attrs": { - "description": "acccumlated SNOWLSM", - "long_name": "Accumulated frozen precipitation into land surface model, accumulated over prior 60 minutes", - "stagger": "", - "units": "mm" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACSNSUB": { - "type": "data", - "description": "acccumlated QSNSUB", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "mm", - "attrs": { - "description": "acccumlated QSNSUB", - "long_name": "Accumulated snowpack sublimation, accumulated over prior 60 minutes", - "stagger": "", - "units": "mm" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACSUBC": { - "type": "data", - "description": "acccumlated QSUBC", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "mm", - "attrs": { - "description": "acccumlated QSUBC", - "long_name": "Accumulated canopy snow sublimation, accumulated over prior 60 minutes", - "stagger": "", - "units": "mm" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACSWDNB": { - "type": "data", - "description": "ACCUMULATED DOWNWELLING SHORTWAVE FLUX AT BOTTOM", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "J m-2", - "attrs": { - "description": "ACCUMULATED DOWNWELLING SHORTWAVE FLUX AT BOTTOM", - "long_name": "Accumulated downwelling shortwave radiation flux at bottom, accumulated since last bucket_J (1.0e9 J m-2) reset", - "stagger": "", - "units": "J m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACSWDNBC": { - "type": "data", - "description": "ACCUMULATED DOWNWELLING CLEAR SKY SHORTWAVE FLUX AT BOTTOM", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "J m-2", - "attrs": { - "description": "ACCUMULATED DOWNWELLING CLEAR SKY SHORTWAVE FLUX AT BOTTOM", - "long_name": "Accumulated downwelling clear sky shortwave radiation flux at bottom, accumulated since last bucket_J (1.0e9 J m-2) reset", - "stagger": "", - "units": "J m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACSWDNLSM": { - "type": "data", - "description": "acccumlated SWDN", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "kJ/m2", - "attrs": { - "description": "acccumlated SWDN", - "long_name": "Accumulated shortwave radiation down at land surface model, accumulated over prior 60 minutes", - "stagger": "", - "units": "kJ/m2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACSWDNT": { - "type": "data", - "description": "ACCUMULATED DOWNWELLING SHORTWAVE FLUX AT TOP", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "J m-2", - "attrs": { - "description": "ACCUMULATED DOWNWELLING SHORTWAVE FLUX AT TOP", - "long_name": "Accumulated downwelling shortwave radiation flux at top, accumulated since last bucket_J (1.0e9 J m-2) reset", - "stagger": "", - "units": "J m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACSWDNTC": { - "type": "data", - "description": "ACCUMULATED DOWNWELLING CLEAR SKY SHORTWAVE FLUX AT TOP", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "J m-2", - "attrs": { - "description": "ACCUMULATED DOWNWELLING CLEAR SKY SHORTWAVE FLUX AT TOP", - "long_name": "Accumulated downwelling clear sky shortwave radiation flux at top, accumulated since last bucket_J (1.0e9 J m-2) reset", - "stagger": "", - "units": "J m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACSWUPB": { - "type": "data", - "description": "ACCUMULATED UPWELLING SHORTWAVE FLUX AT BOTTOM", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "J m-2", - "attrs": { - "description": "ACCUMULATED UPWELLING SHORTWAVE FLUX AT BOTTOM", - "long_name": "Accumulated upwelling shortwave radiation flux at bottom, accumulated since last bucket_J (1.0e9 J m-2) reset", - "stagger": "", - "units": "J m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACSWUPBC": { - "type": "data", - "description": "ACCUMULATED UPWELLING CLEAR SKY SHORTWAVE FLUX AT BOTTOM", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "J m-2", - "attrs": { - "description": "ACCUMULATED UPWELLING CLEAR SKY SHORTWAVE FLUX AT BOTTOM", - "long_name": "Accumulated upwelling clear sky shortwave radiation flux at bottom, accumulated since last bucket_J (1.0e9 J m-2) reset", - "stagger": "", - "units": "J m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACSWUPLSM": { - "type": "data", - "description": "acccumlated SWUP", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "kJ/m2", - "attrs": { - "description": "acccumlated SWUP", - "long_name": "Accumulated shortwave radiation up at land surface model, accumulated over prior 60 minutes", - "stagger": "", - "units": "kJ/m2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACSWUPT": { - "type": "data", - "description": "ACCUMULATED UPWELLING SHORTWAVE FLUX AT TOP", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "J m-2", - "attrs": { - "description": "ACCUMULATED UPWELLING SHORTWAVE FLUX AT TOP", - "long_name": "Accumulated upwelling shortwave radiation flux at top, accumulated since last bucket_J (1.0e9 J m-2) reset", - "stagger": "", - "units": "J m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACSWUPTC": { - "type": "data", - "description": "ACCUMULATED UPWELLING CLEAR SKY SHORTWAVE FLUX AT TOP", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "J m-2", - "attrs": { - "description": "ACCUMULATED UPWELLING CLEAR SKY SHORTWAVE FLUX AT TOP", - "long_name": "Accumulated upwelling clear sky shortwave radiation flux at top accumulated since last bucket_J (1.0e9 J m-2) reset", - "stagger": "", - "units": "J m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACTHROR": { - "type": "data", - "description": "acccumlated QTHROR", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "mm", - "attrs": { - "description": "acccumlated QTHROR", - "long_name": "Accumulated canopy rain throughfall, accumulated over prior 60 minutes", - "stagger": "", - "units": "mm" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACTHROS": { - "type": "data", - "description": "acccumlated QTHROS", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "mm", - "attrs": { - "description": "acccumlated QTHROS", - "long_name": "Accumulated canopy snow throughfall, accumulated over prior 60 minutes", - "stagger": "", - "units": "mm" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ACTR": { - "type": "data", - "description": "acccumlated TR", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "kJ/m2", - "attrs": { - "description": "acccumlated TR", - "long_name": "Accumulated transpiration, accumulated over prior 60 minutes", - "stagger": "", - "units": "kJ/m2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "ALBEDO": { - "type": "data", - "description": "ALBEDO", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "-", - "attrs": { - "description": "ALBEDO", - "long_name": "Surface albedo including snow effects", - "number_of_significant_digits": 5, - "stagger": "", - "units": "-" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "CANICE": { - "type": "data", - "description": "intercepted ice mass", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "mm", - "attrs": { - "description": "intercepted ice mass", - "number_of_significant_digits": 5, - "stagger": "", - "units": "mm" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "CANWAT": { - "type": "data", - "description": "CANOPY WATER", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "kg m-2", - "attrs": { - "description": "CANOPY WATER", - "stagger": "", - "units": "kg m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "CLDFRA": { - "type": "data", - "description": "CLOUD FRACTION", - "dimensions": [ - "time", - "bottom_top", - "south_north", - "west_east" - ], - "unit": "", - "attrs": { - "description": "CLOUD FRACTION", - "number_of_significant_digits": 4, - "stagger": "", - "units": "" - }, - "shape": [ - 376944, - 50, - 1015, - 1367 - ], - "chunks": [ - 1, - 1, - 1015, - 1367 - ] - }, - "COSZEN": { - "type": "data", - "description": "COS of SOLAR ZENITH ANGLE", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "dimensionless", - "attrs": { - "description": "COS of SOLAR ZENITH ANGLE", - "stagger": "", - "units": "dimensionless" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "EMISS": { - "type": "data", - "description": "SURFACE EMISSIVITY", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "", - "attrs": { - "description": "SURFACE EMISSIVITY", - "number_of_significant_digits": 5, - "stagger": "", - "units": "" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "FORCPLSM": { - "type": "data", - "description": "lowest model P into LSM", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "Pa", - "attrs": { - "description": "lowest model P into LSM", - "long_name": "Lowest model pressure into land surface model", - "stagger": "", - "units": "Pa" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "FORCQLSM": { - "type": "data", - "description": "lowest model Q into LSM", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "kg/kg", - "attrs": { - "description": "lowest model Q into LSM", - "long_name": "Lowest model mixing ratio into land surface model", - "stagger": "", - "units": "kg/kg" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "FORCTLSM": { - "type": "data", - "description": "lowest model T into LSM", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "K", - "attrs": { - "description": "lowest model T into LSM", - "long_name": "Lowest model temperature into land surface model", - "stagger": "", - "units": "K" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "FORCWLSM": { - "type": "data", - "description": "lowest model wind speed into LSM", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "m/s", - "attrs": { - "description": "lowest model wind speed into LSM", - "long_name": "Lowest model wind speed into land surface model", - "stagger": "", - "units": "m/s" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "FORCZLSM": { - "type": "data", - "description": "lowest model Z into LSM", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "m", - "attrs": { - "description": "lowest model Z into LSM", - "long_name": "Lowest model height above ground level into land surface model", - "stagger": "", - "units": "m" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "GLW": { - "type": "data", - "description": "DOWNWARD LONG WAVE FLUX AT GROUND SURFACE", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "W m-2", - "attrs": { - "description": "DOWNWARD LONG WAVE FLUX AT GROUND SURFACE", - "number_of_significant_digits": 5, - "stagger": "", - "units": "W m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "GRAUPEL_ACC_NC": { - "type": "data", - "description": "ACCUMULATED GRAUPEL WATER EQUIVALENT OVER prec_acc_dt PERIODS OF TIME", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "mm", - "attrs": { - "description": "ACCUMULATED GRAUPEL WATER EQUIVALENT OVER prec_acc_dt PERIODS OF TIME", - "long_name": "Accumulated graupel water equivalent, accumulated over prior 60 minutes", - "stagger": "", - "units": "mm" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "HFX": { - "type": "data", - "description": "UPWARD HEAT FLUX AT THE SURFACE", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "W m-2", - "attrs": { - "description": "UPWARD HEAT FLUX AT THE SURFACE", - "number_of_significant_digits": 5, - "stagger": "", - "units": "W m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "I_ACLWDNB": { - "type": "data", - "description": "BUCKET FOR DOWNWELLING LONGWAVE FLUX AT BOTTOM", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "J m-2", - "attrs": { - "description": "BUCKET FOR DOWNWELLING LONGWAVE FLUX AT BOTTOM", - "long_name": "Bucket for downwelling longwave flux at bottom accumulated since model start time", - "stagger": "", - "units": "J m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "I_ACLWDNBC": { - "type": "data", - "description": "BUCKET FOR DOWNWELLING CLEAR SKY LONGWAVE FLUX AT BOTTOM", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "J m-2", - "attrs": { - "description": "BUCKET FOR DOWNWELLING CLEAR SKY LONGWAVE FLUX AT BOTTOM", - "long_name": "Bucket for downwelling clear sky longwave flux at bottom accumulated since model start time", - "stagger": "", - "units": "J m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "I_ACLWDNT": { - "type": "data", - "description": "BUCKET FOR DOWNWELLING LONGWAVE FLUX AT TOP", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "J m-2", - "attrs": { - "description": "BUCKET FOR DOWNWELLING LONGWAVE FLUX AT TOP", - "long_name": "Bucket for downwelling longwave flux at top accumulated since model start time", - "stagger": "", - "units": "J m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "I_ACLWDNTC": { - "type": "data", - "description": "BUCKET FOR DOWNWELLING CLEAR SKY LONGWAVE FLUX AT TOP", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "J m-2", - "attrs": { - "description": "BUCKET FOR DOWNWELLING CLEAR SKY LONGWAVE FLUX AT TOP", - "long_name": "Bucket for downwelling clear sky longwave flux at top accumulated since model start time", - "stagger": "", - "units": "J m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "I_ACLWUPB": { - "type": "data", - "description": "BUCKET FOR UPWELLING LONGWAVE FLUX AT BOTTOM", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "J m-2", - "attrs": { - "description": "BUCKET FOR UPWELLING LONGWAVE FLUX AT BOTTOM", - "long_name": "Bucket for upwelling longwave flux at bottom accumulated since model start time", - "stagger": "", - "units": "J m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "I_ACLWUPBC": { - "type": "data", - "description": "BUCKET FOR UPWELLING CLEAR SKY LONGWAVE FLUX AT BOTTOM", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "J m-2", - "attrs": { - "description": "BUCKET FOR UPWELLING CLEAR SKY LONGWAVE FLUX AT BOTTOM", - "long_name": "Bucket for upwelling clear sky longwave flux at bottom accumulated since model start time", - "stagger": "", - "units": "J m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "I_ACLWUPT": { - "type": "data", - "description": "BUCKET FOR UPWELLING LONGWAVE FLUX AT TOP", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "J m-2", - "attrs": { - "description": "BUCKET FOR UPWELLING LONGWAVE FLUX AT TOP", - "long_name": "Bucket for upwelling longwave flux at top accumulated since model start time", - "stagger": "", - "units": "J m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "I_ACLWUPTC": { - "type": "data", - "description": "BUCKET FOR UPWELLING CLEAR SKY LONGWAVE FLUX AT TOP", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "J m-2", - "attrs": { - "description": "BUCKET FOR UPWELLING CLEAR SKY LONGWAVE FLUX AT TOP", - "long_name": "Bucket for upwelling clear sky longwave flux at top accumulated since model start time", - "stagger": "", - "units": "J m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "I_ACSWDNB": { - "type": "data", - "description": "BUCKET FOR DOWNWELLING SHORTWAVE FLUX AT BOTTOM", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "J m-2", - "attrs": { - "description": "BUCKET FOR DOWNWELLING SHORTWAVE FLUX AT BOTTOM", - "long_name": "Bucket for downwelling shortwave flux at bottom accumulated since model start time", - "stagger": "", - "units": "J m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "I_ACSWDNBC": { - "type": "data", - "description": "BUCKET FOR DOWNWELLING CLEAR SKY SHORTWAVE FLUX AT BOTTOM", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "J m-2", - "attrs": { - "description": "BUCKET FOR DOWNWELLING CLEAR SKY SHORTWAVE FLUX AT BOTTOM", - "long_name": "Bucket for downwelling clear sky shortwave flux at bottom accumulated since model start time", - "stagger": "", - "units": "J m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "I_ACSWDNT": { - "type": "data", - "description": "BUCKET FOR DOWNWELLING SHORTWAVE FLUX AT TOP", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "J m-2", - "attrs": { - "description": "BUCKET FOR DOWNWELLING SHORTWAVE FLUX AT TOP", - "long_name": "Bucket for downwelling shortwave flux at top accumulated since model start time", - "stagger": "", - "units": "J m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "I_ACSWDNTC": { - "type": "data", - "description": "BUCKET FOR DOWNWELLING CLEAR SKY SHORTWAVE FLUX AT TOP", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "J m-2", - "attrs": { - "description": "BUCKET FOR DOWNWELLING CLEAR SKY SHORTWAVE FLUX AT TOP", - "long_name": "Bucket for downwelling clear sky shortwave flux at top accumulated since model start time", - "stagger": "", - "units": "J m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "I_ACSWUPB": { - "type": "data", - "description": "BUCKET FOR UPWELLING SHORTWAVE FLUX AT BOTTOM", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "J m-2", - "attrs": { - "description": "BUCKET FOR UPWELLING SHORTWAVE FLUX AT BOTTOM", - "long_name": "Bucket for upwelling shortwave flux at bottom accumulated since model start time", - "stagger": "", - "units": "J m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "I_ACSWUPBC": { - "type": "data", - "description": "BUCKET FOR UPWELLING CLEAR SKY SHORTWAVE FLUX AT BOTTOM", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "J m-2", - "attrs": { - "description": "BUCKET FOR UPWELLING CLEAR SKY SHORTWAVE FLUX AT BOTTOM", - "long_name": "Bucket for upwelling clear sky shortwave flux at bottom accumulated since model start time", - "stagger": "", - "units": "J m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "I_ACSWUPT": { - "type": "data", - "description": "BUCKET FOR UPWELLING SHORTWAVE FLUX AT TOP", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "J m-2", - "attrs": { - "description": "BUCKET FOR UPWELLING SHORTWAVE FLUX AT TOP", - "long_name": "Bucket for upwelling shortwave flux at top accumulated since model start time", - "stagger": "", - "units": "J m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "I_ACSWUPTC": { - "type": "data", - "description": "BUCKET FOR UPWELLING CLEAR SKY SHORTWAVE FLUX AT TOP", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "J m-2", - "attrs": { - "description": "BUCKET FOR UPWELLING CLEAR SKY SHORTWAVE FLUX AT TOP", - "long_name": "Bucket for upwelling clear sky shortwave flux at top accumulated since model start time", - "stagger": "", - "units": "J m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "LAI": { - "type": "data", - "description": "LEAF AREA INDEX", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "m-2/m-2", - "attrs": { - "description": "LEAF AREA INDEX", - "number_of_significant_digits": 3, - "stagger": "", - "units": "m-2/m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "LH": { - "type": "data", - "description": "LATENT HEAT FLUX AT THE SURFACE", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "W m-2", - "attrs": { - "description": "LATENT HEAT FLUX AT THE SURFACE", - "number_of_significant_digits": 5, - "stagger": "", - "units": "W m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "LWDNB": { - "type": "data", - "description": "INSTANTANEOUS DOWNWELLING LONGWAVE FLUX AT BOTTOM", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "W m-2", - "attrs": { - "description": "INSTANTANEOUS DOWNWELLING LONGWAVE FLUX AT BOTTOM", - "number_of_significant_digits": 5, - "stagger": "", - "units": "W m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "LWDNBC": { - "type": "data", - "description": "INSTANTANEOUS DOWNWELLING CLEAR SKY LONGWAVE FLUX AT BOTTOM", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "W m-2", - "attrs": { - "description": "INSTANTANEOUS DOWNWELLING CLEAR SKY LONGWAVE FLUX AT BOTTOM", - "number_of_significant_digits": 5, - "stagger": "", - "units": "W m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "LWDNT": { - "type": "data", - "description": "INSTANTANEOUS DOWNWELLING LONGWAVE FLUX AT TOP", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "W m-2", - "attrs": { - "description": "INSTANTANEOUS DOWNWELLING LONGWAVE FLUX AT TOP", - "number_of_significant_digits": 5, - "stagger": "", - "units": "W m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "LWDNTC": { - "type": "data", - "description": "INSTANTANEOUS DOWNWELLING CLEAR SKY LONGWAVE FLUX AT TOP", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "W m-2", - "attrs": { - "description": "INSTANTANEOUS DOWNWELLING CLEAR SKY LONGWAVE FLUX AT TOP", - "number_of_significant_digits": 5, - "stagger": "", - "units": "W m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "LWUPB": { - "type": "data", - "description": "INSTANTANEOUS UPWELLING LONGWAVE FLUX AT BOTTOM", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "W m-2", - "attrs": { - "description": "INSTANTANEOUS UPWELLING LONGWAVE FLUX AT BOTTOM", - "number_of_significant_digits": 5, - "stagger": "", - "units": "W m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "LWUPBC": { - "type": "data", - "description": "INSTANTANEOUS UPWELLING CLEAR SKY LONGWAVE FLUX AT BOTTOM", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "W m-2", - "attrs": { - "description": "INSTANTANEOUS UPWELLING CLEAR SKY LONGWAVE FLUX AT BOTTOM", - "number_of_significant_digits": 5, - "stagger": "", - "units": "W m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "LWUPT": { - "type": "data", - "description": "INSTANTANEOUS UPWELLING LONGWAVE FLUX AT TOP", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "W m-2", - "attrs": { - "description": "INSTANTANEOUS UPWELLING LONGWAVE FLUX AT TOP", - "number_of_significant_digits": 5, - "stagger": "", - "units": "W m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "LWUPTC": { - "type": "data", - "description": "INSTANTANEOUS UPWELLING CLEAR SKY LONGWAVE FLUX AT TOP", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "W m-2", - "attrs": { - "description": "INSTANTANEOUS UPWELLING CLEAR SKY LONGWAVE FLUX AT TOP", - "number_of_significant_digits": 5, - "stagger": "", - "units": "W m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "MLCAPE": { - "type": "data", - "description": "MIXED-LAYER CAPE", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "J kg-1", - "attrs": { - "description": "MIXED-LAYER CAPE", - "long_name": "Mixed-layer convective available potential energy (CAPE)", - "stagger": "", - "units": "J kg-1" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "MLCINH": { - "type": "data", - "description": "MIXED-LAYER CINH", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "J kg-1", - "attrs": { - "description": "MIXED-LAYER CINH", - "long_name": "Mixed-layer convective inhibition up to the level of free convection (CINH)", - "stagger": "", - "units": "J kg-1" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "MLLCL": { - "type": "data", - "description": "MIXED-LAYER LCL", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "m", - "attrs": { - "description": "MIXED-LAYER LCL", - "long_name": "Mixed-layer lifting condensation level (LCL)", - "stagger": "", - "units": "m" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "MU": { - "type": "data", - "description": "dry airmass in column (MU+MUB)", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "Pa", - "attrs": { - "description": "dry airmass in column (MU+MUB)", - "stagger": "", - "units": "Pa" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "MUCAPE": { - "type": "data", - "description": "MOST-UNSTABLE CAPE", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "J kg-1", - "attrs": { - "description": "MOST-UNSTABLE CAPE", - "long_name": "Most-unstable convective available potential energy (CAPE)", - "stagger": "", - "units": "J kg-1" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "MUCINH": { - "type": "data", - "description": "MOST-UNSTABLE CINH", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "J kg-1", - "attrs": { - "description": "MOST-UNSTABLE CINH", - "long_name": "Most-unstable convective inhibition up to the level of free convection (CINH)", - "stagger": "", - "units": "J kg-1" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "O3RAD": { - "type": "data", - "description": "RADIATION 3D OZONE", - "dimensions": [ - "time", - "bottom_top", - "south_north", - "west_east" - ], - "unit": "ppmv", - "attrs": { - "description": "RADIATION 3D OZONE", - "number_of_significant_digits": 5, - "stagger": "", - "units": "ppmv" - }, - "shape": [ - 376944, - 50, - 1015, - 1367 - ], - "chunks": [ - 1, - 1, - 1015, - 1367 - ] - }, - "OLR": { - "type": "data", - "description": "TOA OUTGOING LONG WAVE", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "W m-2", - "attrs": { - "description": "TOA OUTGOING LONG WAVE", - "number_of_significant_digits": 5, - "stagger": "", - "units": "W m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "P": { - "type": "data", - "description": "Total pressure (P0 + PB)", - "dimensions": [ - "time", - "bottom_top", - "south_north", - "west_east" - ], - "unit": "Pa", - "attrs": { - "description": "Total pressure (P0 + PB)", - "stagger": "", - "units": "Pa" - }, - "shape": [ - 376944, - 50, - 1015, - 1367 - ], - "chunks": [ - 1, - 1, - 1015, - 1367 - ] - }, - "PBLH": { - "type": "data", - "description": "PBL HEIGHT", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "m", - "attrs": { - "description": "PBL HEIGHT", - "stagger": "", - "units": "m" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "PREC_ACC_NC": { - "type": "data", - "description": "ACCUMULATED GRID SCALE PRECIPITATION OVER prec_acc_dt PERIODS OF TIME", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "mm", - "attrs": { - "description": "ACCUMULATED GRID SCALE PRECIPITATION OVER prec_acc_dt PERIODS OF TIME", - "long_name": "Accumulated grid scale precipitation , accumulated over prior 60 minutes", - "stagger": "", - "units": "mm" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "PSFC": { - "type": "data", - "description": "SFC PRESSURE", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "Pa", - "attrs": { - "description": "SFC PRESSURE", - "stagger": "", - "units": "Pa" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "PWAT": { - "type": "data", - "description": "Precipitable Water", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "meters", - "attrs": { - "description": "Precipitable Water", - "stagger": "", - "sum_op_ncl": "dim_sum_n over dimension(s): bottom_top", - "units": "meters" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "P_HYD": { - "type": "data", - "description": "hydrostatic pressure", - "dimensions": [ - "time", - "bottom_top", - "south_north", - "west_east" - ], - "unit": "Pa", - "attrs": { - "description": "hydrostatic pressure", - "stagger": "", - "units": "Pa" - }, - "shape": [ - 376944, - 50, - 1015, - 1367 - ], - "chunks": [ - 1, - 1, - 1015, - 1367 - ] - }, - "Q2": { - "type": "data", - "description": "QV at 2 M", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "kg kg-1", - "attrs": { - "description": "QV at 2 M", - "long_name": "Water vapor mixing ratio at 2 meters", - "stagger": "", - "units": "kg kg-1" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "QCLOUD": { - "type": "data", - "description": "Cloud water mixing ratio", - "dimensions": [ - "time", - "bottom_top", - "south_north", - "west_east" - ], - "unit": "kg kg-1", - "attrs": { - "description": "Cloud water mixing ratio", - "stagger": "", - "units": "kg kg-1" - }, - "shape": [ - 376944, - 50, - 1015, - 1367 - ], - "chunks": [ - 1, - 1, - 1015, - 1367 - ] - }, - "QFX": { - "type": "data", - "description": "UPWARD MOISTURE FLUX AT THE SURFACE", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "kg m-2 s-1", - "attrs": { - "description": "UPWARD MOISTURE FLUX AT THE SURFACE", - "number_of_significant_digits": 5, - "stagger": "", - "units": "kg m-2 s-1" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "QGRAUP": { - "type": "data", - "description": "Graupel mixing ratio", - "dimensions": [ - "time", - "bottom_top", - "south_north", - "west_east" - ], - "unit": "kg kg-1", - "attrs": { - "description": "Graupel mixing ratio", - "stagger": "", - "units": "kg kg-1" - }, - "shape": [ - 376944, - 50, - 1015, - 1367 - ], - "chunks": [ - 1, - 1, - 1015, - 1367 - ] - }, - "QICE": { - "type": "data", - "description": "Ice mixing ratio", - "dimensions": [ - "time", - "bottom_top", - "south_north", - "west_east" - ], - "unit": "kg kg-1", - "attrs": { - "description": "Ice mixing ratio", - "stagger": "", - "units": "kg kg-1" - }, - "shape": [ - 376944, - 50, - 1015, - 1367 - ], - "chunks": [ - 1, - 1, - 1015, - 1367 - ] - }, - "QNICE": { - "type": "data", - "description": "Ice Number concentration", - "dimensions": [ - "time", - "bottom_top", - "south_north", - "west_east" - ], - "unit": " kg-1", - "attrs": { - "description": "Ice Number concentration", - "stagger": "", - "units": " kg-1" - }, - "shape": [ - 376944, - 50, - 1015, - 1367 - ], - "chunks": [ - 1, - 1, - 1015, - 1367 - ] - }, - "QNRAIN": { - "type": "data", - "description": "Rain Number concentration", - "dimensions": [ - "time", - "bottom_top", - "south_north", - "west_east" - ], - "unit": " kg(-1)", - "attrs": { - "description": "Rain Number concentration", - "stagger": "", - "units": " kg(-1)" - }, - "shape": [ - 376944, - 50, - 1015, - 1367 - ], - "chunks": [ - 1, - 1, - 1015, - 1367 - ] - }, - "QRAIN": { - "type": "data", - "description": "Rain water mixing ratio", - "dimensions": [ - "time", - "bottom_top", - "south_north", - "west_east" - ], - "unit": "kg kg-1", - "attrs": { - "description": "Rain water mixing ratio", - "stagger": "", - "units": "kg kg-1" - }, - "shape": [ - 376944, - 50, - 1015, - 1367 - ], - "chunks": [ - 1, - 1, - 1015, - 1367 - ] - }, - "QRFS": { - "type": "data", - "description": "sum baseflow", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "mm", - "attrs": { - "description": "sum baseflow", - "long_name": "Accumulated baseflow since model start time", - "stagger": "", - "units": "mm" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "QSLAT": { - "type": "data", - "description": "sum lateral flow", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "mm", - "attrs": { - "description": "sum lateral flow", - "long_name": "Accumulated groundwater lateral flow since model start time", - "stagger": "", - "units": "mm" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "QSNOW": { - "type": "data", - "description": "Snow mixing ratio", - "dimensions": [ - "time", - "bottom_top", - "south_north", - "west_east" - ], - "unit": "kg kg-1", - "attrs": { - "description": "Snow mixing ratio", - "stagger": "", - "units": "kg kg-1" - }, - "shape": [ - 376944, - 50, - 1015, - 1367 - ], - "chunks": [ - 1, - 1, - 1015, - 1367 - ] - }, - "QSPRINGS": { - "type": "data", - "description": "sum seeping water", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "mm", - "attrs": { - "description": "sum seeping water", - "long_name": "Accumulated seeping water since model start time", - "stagger": "", - "units": "mm" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "QVAPOR": { - "type": "data", - "description": "Water vapor mixing ratio", - "dimensions": [ - "time", - "bottom_top", - "south_north", - "west_east" - ], - "unit": "kg kg-1", - "attrs": { - "description": "Water vapor mixing ratio", - "stagger": "", - "units": "kg kg-1" - }, - "shape": [ - 376944, - 50, - 1015, - 1367 - ], - "chunks": [ - 1, - 1, - 1015, - 1367 - ] - }, - "RAINNCV": { - "type": "data", - "description": "TIME-STEP NONCONVECTIVE PRECIPITATION", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "mm", - "attrs": { - "description": "TIME-STEP NONCONVECTIVE PRECIPITATION", - "stagger": "", - "units": "mm" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "RECH": { - "type": "data", - "description": "Accumulated water tabel recharged", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "mm", - "attrs": { - "description": "Accumulated water tabel recharged", - "long_name": "Accumulated water tabel recharged since model init time", - "stagger": "", - "units": "mm" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "REFL_10CM": { - "type": "data", - "description": "Radar reflectivity (lamda = 10 cm)", - "dimensions": [ - "time", - "bottom_top", - "south_north", - "west_east" - ], - "unit": "dBZ", - "attrs": { - "description": "Radar reflectivity (lamda = 10 cm)", - "number_of_significant_digits": 5, - "stagger": "", - "units": "dBZ" - }, - "shape": [ - 376944, - 50, - 1015, - 1367 - ], - "chunks": [ - 1, - 1, - 1015, - 1367 - ] - }, - "REFL_1KM_AGL": { - "type": "data", - "description": "1KM AGL REFLECTIVITY", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "dbZ", - "attrs": { - "description": "1KM AGL REFLECTIVITY", - "stagger": "", - "units": "dbZ" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "REFL_COM": { - "type": "data", - "description": "COMPOSITE REFLECTIVITY", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "dbZ", - "attrs": { - "description": "COMPOSITE REFLECTIVITY", - "stagger": "", - "units": "dbZ" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "SBCAPE": { - "type": "data", - "description": "SURFACE-BASED CAPE", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "J kg-1", - "attrs": { - "description": "SURFACE-BASED CAPE", - "long_name": "Surface-based convective available potential energy (CAPE)", - "stagger": "", - "units": "J kg-1" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "SBCINH": { - "type": "data", - "description": "SURFACE-BASED CINH", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "J kg-1", - "attrs": { - "description": "SURFACE-BASED CINH", - "long_name": "Surface-based convective inhibition up to the level of free convection (CINH)", - "stagger": "", - "units": "J kg-1" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "SBLCL": { - "type": "data", - "description": "SURFACE-BASED LCL", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "m", - "attrs": { - "description": "SURFACE-BASED LCL", - "long_name": "Surface-based lifting condensation level (LCL)", - "stagger": "", - "units": "m" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "SEAICE": { - "type": "data", - "description": "SEA ICE FLAG", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "", - "attrs": { - "description": "SEA ICE FLAG", - "number_of_significant_digits": 3, - "stagger": "", - "units": "" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "SH2O": { - "type": "data", - "description": "SOIL LIQUID WATER", - "dimensions": [ - "time", - "soil_layers_stag", - "south_north", - "west_east" - ], - "unit": "m3 m-3", - "attrs": { - "description": "SOIL LIQUID WATER", - "number_of_significant_digits": 5, - "stagger": "Z", - "units": "m3 m-3" - }, - "shape": [ - 376944, - 4, - 1015, - 1367 - ], - "chunks": [ - 1, - 1, - 1015, - 1367 - ] - }, - "SMCWTD": { - "type": "data", - "description": "deep soil moisture", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "m3 m-3", - "attrs": { - "description": "deep soil moisture", - "stagger": "", - "units": "m3 m-3" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "SMOIS": { - "type": "data", - "description": "SOIL MOISTURE", - "dimensions": [ - "time", - "soil_layers_stag", - "south_north", - "west_east" - ], - "unit": "m3 m-3", - "attrs": { - "description": "SOIL MOISTURE", - "number_of_significant_digits": 5, - "stagger": "Z", - "units": "m3 m-3" - }, - "shape": [ - 376944, - 4, - 1015, - 1367 - ], - "chunks": [ - 1, - 1, - 1015, - 1367 - ] - }, - "SNICE": { - "type": "data", - "description": "snow layer ice", - "dimensions": [ - "time", - "snow_layers_stag", - "south_north", - "west_east" - ], - "unit": "mm", - "attrs": { - "description": "snow layer ice", - "stagger": "Z", - "units": "mm" - }, - "shape": [ - 376944, - 3, - 1015, - 1367 - ], - "chunks": [ - 1, - 1, - 1015, - 1367 - ] - }, - "SNLIQ": { - "type": "data", - "description": "snow layer liquid", - "dimensions": [ - "time", - "snow_layers_stag", - "south_north", - "west_east" - ], - "unit": "mm", - "attrs": { - "description": "snow layer liquid", - "stagger": "Z", - "units": "mm" - }, - "shape": [ - 376944, - 3, - 1015, - 1367 - ], - "chunks": [ - 1, - 1, - 1015, - 1367 - ] - }, - "SNOW": { - "type": "data", - "description": "SNOW WATER EQUIVALENT", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "kg m-2", - "attrs": { - "description": "SNOW WATER EQUIVALENT", - "stagger": "", - "units": "kg m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "SNOWC": { - "type": "data", - "description": "FLAG INDICATING SNOW COVERAGE (1 FOR SNOW COVER)", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "", - "attrs": { - "description": "FLAG INDICATING SNOW COVERAGE (1 FOR SNOW COVER)", - "number_of_significant_digits": 5, - "stagger": "", - "units": "" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "SNOWENERGY": { - "type": "data", - "description": "energy content in snow relative to 273.16", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "kJ/m2", - "attrs": { - "description": "energy content in snow relative to 273.16", - "stagger": "", - "units": "kJ/m2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "SNOWH": { - "type": "data", - "description": "PHYSICAL SNOW DEPTH", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "m", - "attrs": { - "description": "PHYSICAL SNOW DEPTH", - "number_of_significant_digits": 5, - "stagger": "", - "units": "m" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "SNOW_ACC_NC": { - "type": "data", - "description": "ACCUMULATED SNOW WATER EQUIVALENT OVER prec_acc_dt PERIODS OF TIME", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "mm", - "attrs": { - "description": "ACCUMULATED SNOW WATER EQUIVALENT OVER prec_acc_dt PERIODS OF TIME", - "long_name": "Accumulated snow water equivalent, accumulated over prior 60 minutes", - "stagger": "", - "units": "mm" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "SOILENERGY": { - "type": "data", - "description": "energy content in soil relative to 273.16", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "kJ/m2", - "attrs": { - "description": "energy content in soil relative to 273.16", - "stagger": "", - "units": "kJ/m2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "SR": { - "type": "data", - "description": "fraction of frozen precipitation", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "-", - "attrs": { - "description": "fraction of frozen precipitation", - "number_of_significant_digits": 5, - "stagger": "", - "units": "-" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "SRH01": { - "type": "data", - "description": "0-1km storm-relative helicity", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "m2s-2", - "attrs": { - "description": "0-1km storm-relative helicity", - "stagger": "", - "units": "m2s-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "SRH03": { - "type": "data", - "description": "0-3km storm-relative helicity", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "m2s-2", - "attrs": { - "description": "0-3km storm-relative helicity", - "stagger": "", - "units": "m2s-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "SST": { - "type": "data", - "description": "SEA SURFACE TEMPERATURE", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "K", - "attrs": { - "description": "SEA SURFACE TEMPERATURE", - "stagger": "", - "units": "K" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "SSTSK": { - "type": "data", - "description": "SKIN SEA SURFACE TEMPERATURE", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "K", - "attrs": { - "description": "SKIN SEA SURFACE TEMPERATURE", - "number_of_significant_digits": 5, - "stagger": "", - "units": "K" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "SWDNB": { - "type": "data", - "description": "INSTANTANEOUS DOWNWELLING SHORTWAVE FLUX AT BOTTOM", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "W m-2", - "attrs": { - "description": "INSTANTANEOUS DOWNWELLING SHORTWAVE FLUX AT BOTTOM", - "number_of_significant_digits": 5, - "stagger": "", - "units": "W m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "SWDNBC": { - "type": "data", - "description": "INSTANTANEOUS DOWNWELLING CLEAR SKY SHORTWAVE FLUX AT BOTTOM", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "W m-2", - "attrs": { - "description": "INSTANTANEOUS DOWNWELLING CLEAR SKY SHORTWAVE FLUX AT BOTTOM", - "number_of_significant_digits": 5, - "stagger": "", - "units": "W m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "SWDNT": { - "type": "data", - "description": "INSTANTANEOUS DOWNWELLING SHORTWAVE FLUX AT TOP", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "W m-2", - "attrs": { - "description": "INSTANTANEOUS DOWNWELLING SHORTWAVE FLUX AT TOP", - "number_of_significant_digits": 5, - "stagger": "", - "units": "W m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "SWDNTC": { - "type": "data", - "description": "INSTANTANEOUS DOWNWELLING CLEAR SKY SHORTWAVE FLUX AT TOP", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "W m-2", - "attrs": { - "description": "INSTANTANEOUS DOWNWELLING CLEAR SKY SHORTWAVE FLUX AT TOP", - "number_of_significant_digits": 5, - "stagger": "", - "units": "W m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "SWDOWN": { - "type": "data", - "description": "DOWNWARD SHORT WAVE FLUX AT GROUND SURFACE", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "W m-2", - "attrs": { - "description": "DOWNWARD SHORT WAVE FLUX AT GROUND SURFACE", - "number_of_significant_digits": 5, - "stagger": "", - "units": "W m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "SWNORM": { - "type": "data", - "description": "NORMAL SHORT WAVE FLUX AT GROUND SURFACE (SLOPE-DEPENDENT)", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "W m-2", - "attrs": { - "description": "NORMAL SHORT WAVE FLUX AT GROUND SURFACE (SLOPE-DEPENDENT)", - "number_of_significant_digits": 5, - "stagger": "", - "units": "W m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "SWUPB": { - "type": "data", - "description": "INSTANTANEOUS UPWELLING SHORTWAVE FLUX AT BOTTOM", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "W m-2", - "attrs": { - "description": "INSTANTANEOUS UPWELLING SHORTWAVE FLUX AT BOTTOM", - "number_of_significant_digits": 5, - "stagger": "", - "units": "W m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "SWUPBC": { - "type": "data", - "description": "INSTANTANEOUS UPWELLING CLEAR SKY SHORTWAVE FLUX AT BOTTOM", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "W m-2", - "attrs": { - "description": "INSTANTANEOUS UPWELLING CLEAR SKY SHORTWAVE FLUX AT BOTTOM", - "number_of_significant_digits": 5, - "stagger": "", - "units": "W m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "SWUPT": { - "type": "data", - "description": "INSTANTANEOUS UPWELLING SHORTWAVE FLUX AT TOP", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "W m-2", - "attrs": { - "description": "INSTANTANEOUS UPWELLING SHORTWAVE FLUX AT TOP", - "number_of_significant_digits": 5, - "stagger": "", - "units": "W m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "SWUPTC": { - "type": "data", - "description": "INSTANTANEOUS UPWELLING CLEAR SKY SHORTWAVE FLUX AT TOP", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "W m-2", - "attrs": { - "description": "INSTANTANEOUS UPWELLING CLEAR SKY SHORTWAVE FLUX AT TOP", - "number_of_significant_digits": 5, - "stagger": "", - "units": "W m-2" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "T2": { - "type": "data", - "description": "TEMP at 2 M", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "K", - "attrs": { - "description": "TEMP at 2 M", - "stagger": "", - "units": "K" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "TD2": { - "type": "data", - "description": "2-m dewpoint temperature", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "K", - "attrs": { - "description": "2-m dewpoint temperature", - "stagger": "", - "units": "K" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "TG": { - "type": "data", - "description": "bulk ground temperature", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "K", - "attrs": { - "description": "bulk ground temperature", - "number_of_significant_digits": 5, - "stagger": "", - "units": "K" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "TH2": { - "type": "data", - "description": "POT TEMP at 2 M", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "K", - "attrs": { - "description": "POT TEMP at 2 M", - "stagger": "", - "units": "K" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "TK": { - "type": "data", - "description": "Air Temperature", - "dimensions": [ - "time", - "bottom_top", - "south_north", - "west_east" - ], - "unit": "K", - "attrs": { - "description": "Air Temperature", - "stagger": "", - "units": "K" - }, - "shape": [ - 376944, - 50, - 1015, - 1367 - ], - "chunks": [ - 1, - 1, - 1015, - 1367 - ] - }, - "TRAD": { - "type": "data", - "description": "surface radiative temperature", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "K", - "attrs": { - "description": "surface radiative temperature", - "stagger": "", - "units": "K" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "TSK": { - "type": "data", - "description": "SURFACE SKIN TEMPERATURE", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "K", - "attrs": { - "description": "SURFACE SKIN TEMPERATURE", - "stagger": "", - "units": "K" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "TSLB": { - "type": "data", - "description": "SOIL TEMPERATURE", - "dimensions": [ - "time", - "soil_layers_stag", - "south_north", - "west_east" - ], - "unit": "K", - "attrs": { - "description": "SOIL TEMPERATURE", - "number_of_significant_digits": 5, - "stagger": "Z", - "units": "K" - }, - "shape": [ - 376944, - 4, - 1015, - 1367 - ], - "chunks": [ - 1, - 1, - 1015, - 1367 - ] - }, - "TSNO": { - "type": "data", - "description": "snow temperature", - "dimensions": [ - "time", - "snow_layers_stag", - "south_north", - "west_east" - ], - "unit": "K", - "attrs": { - "description": "snow temperature", - "number_of_significant_digits": 5, - "stagger": "Z", - "units": "K" - }, - "shape": [ - 376944, - 3, - 1015, - 1367 - ], - "chunks": [ - 1, - 1, - 1015, - 1367 - ] - }, - "TV": { - "type": "data", - "description": "vegetation leaf temperature", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "K", - "attrs": { - "description": "vegetation leaf temperature", - "number_of_significant_digits": 5, - "stagger": "", - "units": "K" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "U": { - "type": "data", - "description": "U-component of wind with respect to model grid", - "dimensions": [ - "time", - "bottom_top", - "south_north", - "west_east_stag" - ], - "unit": "m s-1", - "attrs": { - "description": "U-component of wind with respect to model grid", - "stagger": "X", - "units": "m s-1" - }, - "shape": [ - 376944, - 50, - 1015, - 1368 - ], - "chunks": [ - 1, - 1, - 1015, - 1368 - ] - }, - "U10": { - "type": "data", - "description": "U at 10 M", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "m s-1", - "attrs": { - "description": "U at 10 M", - "long_name": "U-component wind with respect to model grid at 10 meters", - "stagger": "", - "units": "m s-1" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "USHR1": { - "type": "data", - "description": "0-1km AGL U-component Wind Shear", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "s-1", - "attrs": { - "description": "0-1km AGL U-component Wind Shear", - "stagger": "", - "units": "s-1" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "USHR6": { - "type": "data", - "description": "0-6km AGL U-component Wind Shear", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "s-1", - "attrs": { - "description": "0-6km AGL U-component Wind Shear", - "stagger": "", - "units": "s-1" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "UST": { - "type": "data", - "description": "U* IN SIMILARITY THEORY", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "m s-1", - "attrs": { - "description": "U* IN SIMILARITY THEORY", - "number_of_significant_digits": 5, - "stagger": "", - "units": "m s-1" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "U_BUNK": { - "type": "data", - "description": "U-component of Bunkers storm motion", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "ms-1", - "attrs": { - "description": "U-component of Bunkers storm motion", - "stagger": "", - "units": "ms-1" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "V": { - "type": "data", - "description": "V-component of wind with respect to model grid", - "dimensions": [ - "time", - "bottom_top", - "south_north_stag", - "west_east" - ], - "unit": "m s-1", - "attrs": { - "description": "V-component of wind with respect to model grid", - "stagger": "Y", - "units": "m s-1" - }, - "shape": [ - 376944, - 50, - 1016, - 1367 - ], - "chunks": [ - 1, - 1, - 1016, - 1367 - ] - }, - "V10": { - "type": "data", - "description": "V at 10 M", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "m s-1", - "attrs": { - "description": "V at 10 M", - "long_name": "V-component wind with respect to model grid at 10 meters", - "stagger": "", - "units": "m s-1" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "VSHR1": { - "type": "data", - "description": "0-1km AGL V-component Wind Shear", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "s-1", - "attrs": { - "description": "0-1km AGL V-component Wind Shear", - "stagger": "", - "units": "s-1" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "VSHR6": { - "type": "data", - "description": "0-6km AGL V-component Wind Shear", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "s-1", - "attrs": { - "description": "0-6km AGL V-component Wind Shear", - "stagger": "", - "units": "s-1" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "V_BUNK": { - "type": "data", - "description": "V-component of Bunkers storm motion", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "ms-1", - "attrs": { - "description": "V-component of Bunkers storm motion", - "stagger": "", - "units": "ms-1" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "W": { - "type": "data", - "description": "W-component of wind", - "dimensions": [ - "time", - "bottom_top_stag", - "south_north", - "west_east" - ], - "unit": "m s-1", - "attrs": { - "description": "W-component of wind", - "stagger": "Z", - "units": "m s-1" - }, - "shape": [ - 376944, - 51, - 1015, - 1367 - ], - "chunks": [ - 1, - 1, - 1015, - 1367 - ] - }, - "Z": { - "type": "data", - "description": "Geopotential height (PH + PHB)/9.81", - "dimensions": [ - "time", - "bottom_top_stag", - "south_north", - "west_east" - ], - "unit": "m2 s-2", - "attrs": { - "description": "Geopotential height (PH + PHB)/9.81", - "stagger": "Z", - "units": "m2 s-2" - }, - "shape": [ - 376944, - 51, - 1015, - 1367 - ], - "chunks": [ - 1, - 1, - 1015, - 1367 - ] - }, - "ZSNSO": { - "type": "data", - "description": "layer-bottom depth from snow surf", - "dimensions": [ - "time", - "snso_layers_stag", - "south_north", - "west_east" - ], - "unit": "m", - "attrs": { - "description": "layer-bottom depth from snow surf", - "number_of_significant_digits": 5, - "stagger": "Z", - "units": "m" - }, - "shape": [ - 376944, - 7, - 1015, - 1367 - ], - "chunks": [ - 1, - 1, - 1015, - 1367 - ] - }, - "ZWT": { - "type": "data", - "description": "water table depth", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "m", - "attrs": { - "description": "water table depth", - "number_of_significant_digits": 5, - "stagger": "", - "units": "m" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "lat": { - "type": "auxiliary", - "description": "LATITUDE, SOUTH IS NEGATIVE", - "dimensions": [ - "south_north", - "west_east" - ], - "unit": "degree_north", - "attrs": { - "description": "LATITUDE, SOUTH IS NEGATIVE", - "stagger": "", - "units": "degree_north" - }, - "shape": [ - 1015, - 1367 - ], - "chunks": [ - 882, - 1188 - ] - }, - "lat_u": { - "type": "auxiliary", - "description": "LATITUDE, SOUTH IS NEGATIVE", - "dimensions": [ - "south_north", - "west_east_stag" - ], - "unit": "degree_north", - "attrs": { - "description": "LATITUDE, SOUTH IS NEGATIVE", - "stagger": "X", - "units": "degree_north" - }, - "shape": [ - 1015, - 1368 - ], - "chunks": [ - 882, - 1188 - ] - }, - "lat_v": { - "type": "auxiliary", - "description": "LATITUDE, SOUTH IS NEGATIVE", - "dimensions": [ - "south_north_stag", - "west_east" - ], - "unit": "degree_north", - "attrs": { - "description": "LATITUDE, SOUTH IS NEGATIVE", - "stagger": "Y", - "units": "degree_north" - }, - "shape": [ - 1016, - 1367 - ], - "chunks": [ - 883, - 1187 - ] - }, - "lon": { - "type": "auxiliary", - "description": "LONGITUDE, WEST IS NEGATIVE", - "dimensions": [ - "south_north", - "west_east" - ], - "unit": "degree_east", - "attrs": { - "description": "LONGITUDE, WEST IS NEGATIVE", - "stagger": "", - "units": "degree_east" - }, - "shape": [ - 1015, - 1367 - ], - "chunks": [ - 882, - 1188 - ] - }, - "lon_u": { - "type": "auxiliary", - "description": "LONGITUDE, WEST IS NEGATIVE", - "dimensions": [ - "south_north", - "west_east_stag" - ], - "unit": "degree_east", - "attrs": { - "description": "LONGITUDE, WEST IS NEGATIVE", - "stagger": "X", - "units": "degree_east" - }, - "shape": [ - 1015, - 1368 - ], - "chunks": [ - 882, - 1188 - ] - }, - "lon_v": { - "type": "auxiliary", - "description": "LONGITUDE, WEST IS NEGATIVE", - "dimensions": [ - "south_north_stag", - "west_east" - ], - "unit": "degree_east", - "attrs": { - "description": "LONGITUDE, WEST IS NEGATIVE", - "stagger": "Y", - "units": "degree_east" - }, - "shape": [ - 1016, - 1367 - ], - "chunks": [ - 883, - 1187 - ] - }, - "totalIce": { - "type": "data", - "description": "Ice mixing ratio", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "kg kg-1", - "attrs": { - "description": "Ice mixing ratio", - "stagger": "", - "sum_op_ncl": "dim_sum_n over dimension(s): bottom_top", - "units": "kg kg-1" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "totalLiq": { - "type": "data", - "description": "Cloud water mixing ratio", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "kg kg-1", - "attrs": { - "description": "Cloud water mixing ratio", - "stagger": "", - "sum_op_ncl": "dim_sum_n over dimension(s): bottom_top", - "units": "kg kg-1" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - }, - "totalVap": { - "type": "data", - "description": "Water vapor mixing ratio", - "dimensions": [ - "time", - "south_north", - "west_east" - ], - "unit": "kg kg-1", - "attrs": { - "description": "Water vapor mixing ratio", - "stagger": "", - "sum_op_ncl": "dim_sum_n over dimension(s): bottom_top", - "units": "kg kg-1" - }, - "shape": [ - 376944, - 1015, - 1367 - ], - "chunks": [ - 1, - 1015, - 1367 - ] - } - }, - "title": "CONUS404", - "extent": { - "spatial": { - "bbox": [ - [ - -137.873, - 17.631, - -58.463, - 56.704 - ] - ] - }, - "temporal": { - "interval": [ - [ - "1979-10-01T00:00:00Z", - "2022-09-30T23:00:00Z" - ] - ] - } - }, - "license": "CC-BY-4.0", - "keywords": [ - "CONUS404", - "Hydroclimate", - "Hydrology", - "Inland Waters", - "Precipitation", - "Weather", - "Climate" - ], - "providers": [ - { - "name": "Microsoft", - "roles": [ - "host", - "processor" - ], - "url": "https://planetarycomputer.microsoft.com" - }, - { - "name": "USGS", - "roles": [ - "producer" - ], - "url": "https://doi.org/10.5066/P9PHPK4F" - }, - { - "name": "NCAR", - "roles": [ - "producer" - ], - "url": "https://doi.org/10.5065/ZYY0-Y036" - } - ], - "assets": { - "zarr-https": { - "href": "https://azureopendatastorage.blob.core.windows.net/noaa/conus404.zarr", - "type": "application/vnd+zarr", - "title": "CONUS404 Zarr root", - "description": "HTTPS URI of the Zarr store for the CONUS404 dataset.", - "xarray:open_kwargs": { - "consolidated": true - }, - "roles": [ - "data", - "zarr", - "https" - ] - }, - "zarr-abfs": { - "href": "az://noaa/conus404.zarr", - "type": "application/vnd+zarr", - "title": "CONUS404 Zarr root", - "description": "Azure Blob File Syustem URI of the Zarr store for the CONUS404 dataset.", - "xarray:storage_options": { - "account_name": "azureopendatastorage" - }, - "xarray:open_kwargs": { - "consolidated": true - }, - "roles": [ - "data", - "zarr", - "abfs" - ] - }, - "thumbnail": { - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/conus404-thumbnail.png", - "type": "image/png", - "title": "CONUS404 Thumbnail", - "roles": [ - "thumbnail" - ] + "type": "Collection", + "id": "conus404", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "cite-as", + "href": "https://doi.org/10.1175/BAMS-D-21-0326.1" + }, + { + "rel": "cite-as", + "href": "https://doi.org/10.5066/P9PHPK4F" + }, + { + "rel": "cite-as", + "href": "https://doi.org/10.5065/ZYY0-Y036" + }, + { + "rel": "license", + "href": "https://spdx.org/licenses/CC-BY-4.0.html", + "type": "text/html", + "title": "Creative Commons Attribution 4.0 International" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/conus404", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", + "https://stac-extensions.github.io/xarray-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/datacube/v2.2.0/schema.json" + ], + "sci:doi": "10.1175/BAMS-D-21-0326.1", + "msft:region": "eastus", + "sci:citation": "Rasmussen, R. M., Chen, F., Liu, C.H., Ikeda, K., Prein, A., Kim, J., Schneider, T., Dai, A., Gochis, D., Dugger, A., Zhang, Y., Jaye, A., Dudhia, J., He, C., Harrold, M., Xue, L., Chen, S., Newman, A., Dougherty, E., Abolafia-Rosenzweig, R., Lybarger, N. D., Viger, R., Lesmes, D., Skalak, K., Brakebill, J., Cline, D., Dunne, K., Rasmussen, K., & Miguez-Macho, G. (2023). CONUS404: The NCAR\u2013USGS 4-km Long-Term Regional Hydroclimate Reanalysis over the CONUS. Bulletin of the American Meteorological Society, 104(8), E1382-E1408. https://doi.org/10.1175/BAMS-D-21-0326.1", + "cube:variables": { + "P": { + "type": "data", + "unit": "Pa", + "attrs": { + "units": "Pa", + "stagger": "", + "description": "Total pressure (P0 + PB)" + }, + "shape": [ + 376944, + 50, + 1015, + 1367 + ], + "chunks": [ + 1, + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "bottom_top", + "south_north", + "west_east" + ], + "description": "Total pressure (P0 + PB)" + }, + "U": { + "type": "data", + "unit": "m s-1", + "attrs": { + "units": "m s-1", + "stagger": "X", + "description": "U-component of wind with respect to model grid" + }, + "shape": [ + 376944, + 50, + 1015, + 1368 + ], + "chunks": [ + 1, + 1, + 1015, + 1368 + ], + "dimensions": [ + "time", + "bottom_top", + "south_north", + "west_east_stag" + ], + "description": "U-component of wind with respect to model grid" + }, + "V": { + "type": "data", + "unit": "m s-1", + "attrs": { + "units": "m s-1", + "stagger": "Y", + "description": "V-component of wind with respect to model grid" + }, + "shape": [ + 376944, + 50, + 1016, + 1367 + ], + "chunks": [ + 1, + 1, + 1016, + 1367 + ], + "dimensions": [ + "time", + "bottom_top", + "south_north_stag", + "west_east" + ], + "description": "V-component of wind with respect to model grid" + }, + "W": { + "type": "data", + "unit": "m s-1", + "attrs": { + "units": "m s-1", + "stagger": "Z", + "description": "W-component of wind" + }, + "shape": [ + 376944, + 51, + 1015, + 1367 + ], + "chunks": [ + 1, + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "bottom_top_stag", + "south_north", + "west_east" + ], + "description": "W-component of wind" + }, + "Z": { + "type": "data", + "unit": "m2 s-2", + "attrs": { + "units": "m2 s-2", + "stagger": "Z", + "description": "Geopotential height (PH + PHB)/9.81" + }, + "shape": [ + 376944, + 51, + 1015, + 1367 + ], + "chunks": [ + 1, + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "bottom_top_stag", + "south_north", + "west_east" + ], + "description": "Geopotential height (PH + PHB)/9.81" + }, + "LH": { + "type": "data", + "unit": "W m-2", + "attrs": { + "units": "W m-2", + "stagger": "", + "description": "LATENT HEAT FLUX AT THE SURFACE", + "number_of_significant_digits": 5 + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "LATENT HEAT FLUX AT THE SURFACE" + }, + "MU": { + "type": "data", + "unit": "Pa", + "attrs": { + "units": "Pa", + "stagger": "", + "description": "dry airmass in column (MU+MUB)" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "dry airmass in column (MU+MUB)" + }, + "Q2": { + "type": "data", + "unit": "kg kg-1", + "attrs": { + "units": "kg kg-1", + "stagger": "", + "long_name": "Water vapor mixing ratio at 2 meters", + "description": "QV at 2 M" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "QV at 2 M" + }, + "SR": { + "type": "data", + "unit": "-", + "attrs": { + "units": "-", + "stagger": "", + "description": "fraction of frozen precipitation", + "number_of_significant_digits": 5 + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "fraction of frozen precipitation" + }, + "T2": { + "type": "data", + "unit": "K", + "attrs": { + "units": "K", + "stagger": "", + "description": "TEMP at 2 M" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "TEMP at 2 M" + }, + "TG": { + "type": "data", + "unit": "K", + "attrs": { + "units": "K", + "stagger": "", + "description": "bulk ground temperature", + "number_of_significant_digits": 5 + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "bulk ground temperature" + }, + "TK": { + "type": "data", + "unit": "K", + "attrs": { + "units": "K", + "stagger": "", + "description": "Air Temperature" + }, + "shape": [ + 376944, + 50, + 1015, + 1367 + ], + "chunks": [ + 1, + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "bottom_top", + "south_north", + "west_east" + ], + "description": "Air Temperature" + }, + "TV": { + "type": "data", + "unit": "K", + "attrs": { + "units": "K", + "stagger": "", + "description": "vegetation leaf temperature", + "number_of_significant_digits": 5 + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "vegetation leaf temperature" + }, + "GLW": { + "type": "data", + "unit": "W m-2", + "attrs": { + "units": "W m-2", + "stagger": "", + "description": "DOWNWARD LONG WAVE FLUX AT GROUND SURFACE", + "number_of_significant_digits": 5 + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "DOWNWARD LONG WAVE FLUX AT GROUND SURFACE" + }, + "HFX": { + "type": "data", + "unit": "W m-2", + "attrs": { + "units": "W m-2", + "stagger": "", + "description": "UPWARD HEAT FLUX AT THE SURFACE", + "number_of_significant_digits": 5 + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "UPWARD HEAT FLUX AT THE SURFACE" + }, + "LAI": { + "type": "data", + "unit": "m-2/m-2", + "attrs": { + "units": "m-2/m-2", + "stagger": "", + "description": "LEAF AREA INDEX", + "number_of_significant_digits": 3 + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "LEAF AREA INDEX" + }, + "OLR": { + "type": "data", + "unit": "W m-2", + "attrs": { + "units": "W m-2", + "stagger": "", + "description": "TOA OUTGOING LONG WAVE", + "number_of_significant_digits": 5 + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "TOA OUTGOING LONG WAVE" + }, + "QFX": { + "type": "data", + "unit": "kg m-2 s-1", + "attrs": { + "units": "kg m-2 s-1", + "stagger": "", + "description": "UPWARD MOISTURE FLUX AT THE SURFACE", + "number_of_significant_digits": 5 + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "UPWARD MOISTURE FLUX AT THE SURFACE" + }, + "SST": { + "type": "data", + "unit": "K", + "attrs": { + "units": "K", + "stagger": "", + "description": "SEA SURFACE TEMPERATURE" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "SEA SURFACE TEMPERATURE" + }, + "TD2": { + "type": "data", + "unit": "K", + "attrs": { + "units": "K", + "stagger": "", + "description": "2-m dewpoint temperature" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "2-m dewpoint temperature" + }, + "TH2": { + "type": "data", + "unit": "K", + "attrs": { + "units": "K", + "stagger": "", + "description": "POT TEMP at 2 M" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "POT TEMP at 2 M" + }, + "TSK": { + "type": "data", + "unit": "K", + "attrs": { + "units": "K", + "stagger": "", + "description": "SURFACE SKIN TEMPERATURE" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "SURFACE SKIN TEMPERATURE" + }, + "U10": { + "type": "data", + "unit": "m s-1", + "attrs": { + "units": "m s-1", + "stagger": "", + "long_name": "U-component wind with respect to model grid at 10 meters", + "description": "U at 10 M" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "U at 10 M" + }, + "UST": { + "type": "data", + "unit": "m s-1", + "attrs": { + "units": "m s-1", + "stagger": "", + "description": "U* IN SIMILARITY THEORY", + "number_of_significant_digits": 5 + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "U* IN SIMILARITY THEORY" + }, + "V10": { + "type": "data", + "unit": "m s-1", + "attrs": { + "units": "m s-1", + "stagger": "", + "long_name": "V-component wind with respect to model grid at 10 meters", + "description": "V at 10 M" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "V at 10 M" + }, + "ZWT": { + "type": "data", + "unit": "m", + "attrs": { + "units": "m", + "stagger": "", + "description": "water table depth", + "number_of_significant_digits": 5 + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "water table depth" + }, + "lat": { + "type": "auxiliary", + "unit": "degree_north", + "attrs": { + "units": "degree_north", + "stagger": "", + "description": "LATITUDE, SOUTH IS NEGATIVE" + }, + "shape": [ + 1015, + 1367 + ], + "chunks": [ + 882, + 1188 + ], + "dimensions": [ + "south_north", + "west_east" + ], + "description": "LATITUDE, SOUTH IS NEGATIVE" + }, + "lon": { + "type": "auxiliary", + "unit": "degree_east", + "attrs": { + "units": "degree_east", + "stagger": "", + "description": "LONGITUDE, WEST IS NEGATIVE" + }, + "shape": [ + 1015, + 1367 + ], + "chunks": [ + 882, + 1188 + ], + "dimensions": [ + "south_north", + "west_east" + ], + "description": "LONGITUDE, WEST IS NEGATIVE" + }, + "ACTR": { + "type": "data", + "unit": "kJ/m2", + "attrs": { + "units": "kJ/m2", + "stagger": "", + "long_name": "Accumulated transpiration, accumulated over prior 60 minutes", + "description": "acccumlated TR" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated TR" + }, + "PBLH": { + "type": "data", + "unit": "m", + "attrs": { + "units": "m", + "stagger": "", + "description": "PBL HEIGHT" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "PBL HEIGHT" + }, + "PSFC": { + "type": "data", + "unit": "Pa", + "attrs": { + "units": "Pa", + "stagger": "", + "description": "SFC PRESSURE" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "SFC PRESSURE" + }, + "PWAT": { + "type": "data", + "unit": "meters", + "attrs": { + "units": "meters", + "stagger": "", + "sum_op_ncl": "dim_sum_n over dimension(s): bottom_top", + "description": "Precipitable Water" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "Precipitable Water" + }, + "QICE": { + "type": "data", + "unit": "kg kg-1", + "attrs": { + "units": "kg kg-1", + "stagger": "", + "description": "Ice mixing ratio" + }, + "shape": [ + 376944, + 50, + 1015, + 1367 + ], + "chunks": [ + 1, + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "bottom_top", + "south_north", + "west_east" + ], + "description": "Ice mixing ratio" + }, + "QRFS": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "stagger": "", + "long_name": "Accumulated baseflow since model start time", + "description": "sum baseflow" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "sum baseflow" + }, + "RECH": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "stagger": "", + "long_name": "Accumulated water tabel recharged since model init time", + "description": "Accumulated water tabel recharged" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "Accumulated water tabel recharged" + }, + "SH2O": { + "type": "data", + "unit": "m3 m-3", + "attrs": { + "units": "m3 m-3", + "stagger": "Z", + "description": "SOIL LIQUID WATER", + "number_of_significant_digits": 5 + }, + "shape": [ + 376944, + 4, + 1015, + 1367 + ], + "chunks": [ + 1, + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "soil_layers_stag", + "south_north", + "west_east" + ], + "description": "SOIL LIQUID WATER" + }, + "SNOW": { + "type": "data", + "unit": "kg m-2", + "attrs": { + "units": "kg m-2", + "stagger": "", + "description": "SNOW WATER EQUIVALENT" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "SNOW WATER EQUIVALENT" + }, + "TRAD": { + "type": "data", + "unit": "K", + "attrs": { + "units": "K", + "stagger": "", + "description": "surface radiative temperature" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "surface radiative temperature" + }, + "TSLB": { + "type": "data", + "unit": "K", + "attrs": { + "units": "K", + "stagger": "Z", + "description": "SOIL TEMPERATURE", + "number_of_significant_digits": 5 + }, + "shape": [ + 376944, + 4, + 1015, + 1367 + ], + "chunks": [ + 1, + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "soil_layers_stag", + "south_north", + "west_east" + ], + "description": "SOIL TEMPERATURE" + }, + "TSNO": { + "type": "data", + "unit": "K", + "attrs": { + "units": "K", + "stagger": "Z", + "description": "snow temperature", + "number_of_significant_digits": 5 + }, + "shape": [ + 376944, + 3, + 1015, + 1367 + ], + "chunks": [ + 1, + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "snow_layers_stag", + "south_north", + "west_east" + ], + "description": "snow temperature" + }, + "ACEVB": { + "type": "data", + "unit": "kJ/m2", + "attrs": { + "units": "kJ/m2", + "stagger": "", + "long_name": "Accumulated latent heat flux over bare ground, accumulated over prior 60 minutes", + "description": "acccumlated EVB" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated EVB" + }, + "ACEVC": { + "type": "data", + "unit": "kJ/m2", + "attrs": { + "units": "kJ/m2", + "stagger": "", + "long_name": "Accumulated latent heat flux for canopy layer, accumulated over prior 60 minutes", + "description": "acccumlated EVC" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated EVC" + }, + "ACEVG": { + "type": "data", + "unit": "kJ/m2", + "attrs": { + "units": "kJ/m2", + "stagger": "", + "long_name": "Accumulated ground latent heat flux below canopy, accumulated over prior 60 minutes", + "description": "acccumlated EVG" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated EVG" + }, + "ACGHB": { + "type": "data", + "unit": "kJ/m2", + "attrs": { + "units": "kJ/m2", + "stagger": "", + "long_name": "Accumulated heat flux into soil or snowpack for bare ground, accumulated over prior 60 minutes", + "description": "acccumlated GHB" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated GHB" + }, + "ACGHV": { + "type": "data", + "unit": "kJ/m2", + "attrs": { + "units": "kJ/m2", + "stagger": "", + "long_name": "Accumulated heat flux into soil or snowpack under canopy, accumulated over prior 60 minutes", + "description": "acccumlated GHV" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated GHV" + }, + "ACIRB": { + "type": "data", + "unit": "kJ/m2", + "attrs": { + "units": "kJ/m2", + "stagger": "", + "long_name": "Accumulated net longwave radiation for bare ground, accumulated over prior 60 minutes", + "description": "acccumlated IRB" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated IRB" + }, + "ACIRC": { + "type": "data", + "unit": "kJ/m2", + "attrs": { + "units": "kJ/m2", + "stagger": "", + "long_name": "Accumulated net longwave radiation from canopy, accumulated over prior 60 minutes", + "description": "acccumlated IRC" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated IRC" + }, + "ACIRG": { + "type": "data", + "unit": "kJ/m2", + "attrs": { + "units": "kJ/m2", + "stagger": "", + "long_name": "Accumulated net longwave radiation from ground below canopy, accumulated over prior 60 minutes", + "description": "acccumlated IRG" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated IRG" + }, + "ACQRF": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "stagger": "", + "long_name": "Accumulated groundwater baseflow, accumulated over prior 60 minutes", + "description": "accumulated baseflow" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "accumulated baseflow" + }, + "ACSAV": { + "type": "data", + "unit": "kJ/m2", + "attrs": { + "units": "kJ/m2", + "stagger": "", + "long_name": "Accumulated solar radiation absorbed by vegetated fraction, accumulated over prior 60 minutes", + "description": "acccumlated SAV" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated SAV" + }, + "ACSHB": { + "type": "data", + "unit": "kJ/m2", + "attrs": { + "units": "kJ/m2", + "stagger": "", + "long_name": "Accumulated sensible heat flux at bare fraction, accumulated over prior 60 minutes", + "description": "acccumlated SHB" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated SHB" + }, + "ACSHC": { + "type": "data", + "unit": "kJ/m2", + "attrs": { + "units": "kJ/m2", + "stagger": "", + "long_name": "Accumulated sensible heat flux, canopy to atmosphere, accumulated over prior 60 minutes", + "description": "acccumlated SHC" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated SHC" + }, + "ACSHG": { + "type": "data", + "unit": "kJ/m2", + "attrs": { + "units": "kJ/m2", + "stagger": "", + "long_name": "Accumulated sensible heat flux from ground below canopy, accumulated over prior 60 minutes", + "description": "acccumlated SHG" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated SHG" + }, + "EMISS": { + "type": "data", + "unit": "", + "attrs": { + "units": "", + "stagger": "", + "description": "SURFACE EMISSIVITY", + "number_of_significant_digits": 5 + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "SURFACE EMISSIVITY" + }, + "LWDNB": { + "type": "data", + "unit": "W m-2", + "attrs": { + "units": "W m-2", + "stagger": "", + "description": "INSTANTANEOUS DOWNWELLING LONGWAVE FLUX AT BOTTOM", + "number_of_significant_digits": 5 + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "INSTANTANEOUS DOWNWELLING LONGWAVE FLUX AT BOTTOM" + }, + "LWDNT": { + "type": "data", + "unit": "W m-2", + "attrs": { + "units": "W m-2", + "stagger": "", + "description": "INSTANTANEOUS DOWNWELLING LONGWAVE FLUX AT TOP", + "number_of_significant_digits": 5 + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "INSTANTANEOUS DOWNWELLING LONGWAVE FLUX AT TOP" + }, + "LWUPB": { + "type": "data", + "unit": "W m-2", + "attrs": { + "units": "W m-2", + "stagger": "", + "description": "INSTANTANEOUS UPWELLING LONGWAVE FLUX AT BOTTOM", + "number_of_significant_digits": 5 + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "INSTANTANEOUS UPWELLING LONGWAVE FLUX AT BOTTOM" + }, + "LWUPT": { + "type": "data", + "unit": "W m-2", + "attrs": { + "units": "W m-2", + "stagger": "", + "description": "INSTANTANEOUS UPWELLING LONGWAVE FLUX AT TOP", + "number_of_significant_digits": 5 + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "INSTANTANEOUS UPWELLING LONGWAVE FLUX AT TOP" + }, + "MLLCL": { + "type": "data", + "unit": "m", + "attrs": { + "units": "m", + "stagger": "", + "long_name": "Mixed-layer lifting condensation level (LCL)", + "description": "MIXED-LAYER LCL" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "MIXED-LAYER LCL" + }, + "O3RAD": { + "type": "data", + "unit": "ppmv", + "attrs": { + "units": "ppmv", + "stagger": "", + "description": "RADIATION 3D OZONE", + "number_of_significant_digits": 5 + }, + "shape": [ + 376944, + 50, + 1015, + 1367 + ], + "chunks": [ + 1, + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "bottom_top", + "south_north", + "west_east" + ], + "description": "RADIATION 3D OZONE" + }, + "P_HYD": { + "type": "data", + "unit": "Pa", + "attrs": { + "units": "Pa", + "stagger": "", + "description": "hydrostatic pressure" + }, + "shape": [ + 376944, + 50, + 1015, + 1367 + ], + "chunks": [ + 1, + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "bottom_top", + "south_north", + "west_east" + ], + "description": "hydrostatic pressure" + }, + "QNICE": { + "type": "data", + "unit": " kg-1", + "attrs": { + "units": " kg-1", + "stagger": "", + "description": "Ice Number concentration" + }, + "shape": [ + 376944, + 50, + 1015, + 1367 + ], + "chunks": [ + 1, + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "bottom_top", + "south_north", + "west_east" + ], + "description": "Ice Number concentration" + }, + "QRAIN": { + "type": "data", + "unit": "kg kg-1", + "attrs": { + "units": "kg kg-1", + "stagger": "", + "description": "Rain water mixing ratio" + }, + "shape": [ + 376944, + 50, + 1015, + 1367 + ], + "chunks": [ + 1, + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "bottom_top", + "south_north", + "west_east" + ], + "description": "Rain water mixing ratio" + }, + "QSLAT": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "stagger": "", + "long_name": "Accumulated groundwater lateral flow since model start time", + "description": "sum lateral flow" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "sum lateral flow" + }, + "QSNOW": { + "type": "data", + "unit": "kg kg-1", + "attrs": { + "units": "kg kg-1", + "stagger": "", + "description": "Snow mixing ratio" + }, + "shape": [ + 376944, + 50, + 1015, + 1367 + ], + "chunks": [ + 1, + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "bottom_top", + "south_north", + "west_east" + ], + "description": "Snow mixing ratio" + }, + "SBLCL": { + "type": "data", + "unit": "m", + "attrs": { + "units": "m", + "stagger": "", + "long_name": "Surface-based lifting condensation level (LCL)", + "description": "SURFACE-BASED LCL" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "SURFACE-BASED LCL" + }, + "SMOIS": { + "type": "data", + "unit": "m3 m-3", + "attrs": { + "units": "m3 m-3", + "stagger": "Z", + "description": "SOIL MOISTURE", + "number_of_significant_digits": 5 + }, + "shape": [ + 376944, + 4, + 1015, + 1367 + ], + "chunks": [ + 1, + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "soil_layers_stag", + "south_north", + "west_east" + ], + "description": "SOIL MOISTURE" + }, + "SNICE": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "stagger": "Z", + "description": "snow layer ice" + }, + "shape": [ + 376944, + 3, + 1015, + 1367 + ], + "chunks": [ + 1, + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "snow_layers_stag", + "south_north", + "west_east" + ], + "description": "snow layer ice" + }, + "SNLIQ": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "stagger": "Z", + "description": "snow layer liquid" + }, + "shape": [ + 376944, + 3, + 1015, + 1367 + ], + "chunks": [ + 1, + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "snow_layers_stag", + "south_north", + "west_east" + ], + "description": "snow layer liquid" + }, + "SNOWC": { + "type": "data", + "unit": "", + "attrs": { + "units": "", + "stagger": "", + "description": "FLAG INDICATING SNOW COVERAGE (1 FOR SNOW COVER)", + "number_of_significant_digits": 5 + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "FLAG INDICATING SNOW COVERAGE (1 FOR SNOW COVER)" + }, + "SNOWH": { + "type": "data", + "unit": "m", + "attrs": { + "units": "m", + "stagger": "", + "description": "PHYSICAL SNOW DEPTH", + "number_of_significant_digits": 5 + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "PHYSICAL SNOW DEPTH" + }, + "SRH01": { + "type": "data", + "unit": "m2s-2", + "attrs": { + "units": "m2s-2", + "stagger": "", + "description": "0-1km storm-relative helicity" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "0-1km storm-relative helicity" + }, + "SRH03": { + "type": "data", + "unit": "m2s-2", + "attrs": { + "units": "m2s-2", + "stagger": "", + "description": "0-3km storm-relative helicity" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "0-3km storm-relative helicity" + }, + "SSTSK": { + "type": "data", + "unit": "K", + "attrs": { + "units": "K", + "stagger": "", + "description": "SKIN SEA SURFACE TEMPERATURE", + "number_of_significant_digits": 5 + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "SKIN SEA SURFACE TEMPERATURE" + }, + "SWDNB": { + "type": "data", + "unit": "W m-2", + "attrs": { + "units": "W m-2", + "stagger": "", + "description": "INSTANTANEOUS DOWNWELLING SHORTWAVE FLUX AT BOTTOM", + "number_of_significant_digits": 5 + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "INSTANTANEOUS DOWNWELLING SHORTWAVE FLUX AT BOTTOM" + }, + "SWDNT": { + "type": "data", + "unit": "W m-2", + "attrs": { + "units": "W m-2", + "stagger": "", + "description": "INSTANTANEOUS DOWNWELLING SHORTWAVE FLUX AT TOP", + "number_of_significant_digits": 5 + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "INSTANTANEOUS DOWNWELLING SHORTWAVE FLUX AT TOP" + }, + "SWUPB": { + "type": "data", + "unit": "W m-2", + "attrs": { + "units": "W m-2", + "stagger": "", + "description": "INSTANTANEOUS UPWELLING SHORTWAVE FLUX AT BOTTOM", + "number_of_significant_digits": 5 + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "INSTANTANEOUS UPWELLING SHORTWAVE FLUX AT BOTTOM" + }, + "SWUPT": { + "type": "data", + "unit": "W m-2", + "attrs": { + "units": "W m-2", + "stagger": "", + "description": "INSTANTANEOUS UPWELLING SHORTWAVE FLUX AT TOP", + "number_of_significant_digits": 5 + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "INSTANTANEOUS UPWELLING SHORTWAVE FLUX AT TOP" + }, + "USHR1": { + "type": "data", + "unit": "s-1", + "attrs": { + "units": "s-1", + "stagger": "", + "description": "0-1km AGL U-component Wind Shear" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "0-1km AGL U-component Wind Shear" + }, + "USHR6": { + "type": "data", + "unit": "s-1", + "attrs": { + "units": "s-1", + "stagger": "", + "description": "0-6km AGL U-component Wind Shear" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "0-6km AGL U-component Wind Shear" + }, + "VSHR1": { + "type": "data", + "unit": "s-1", + "attrs": { + "units": "s-1", + "stagger": "", + "description": "0-1km AGL V-component Wind Shear" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "0-1km AGL V-component Wind Shear" + }, + "VSHR6": { + "type": "data", + "unit": "s-1", + "attrs": { + "units": "s-1", + "stagger": "", + "description": "0-6km AGL V-component Wind Shear" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "0-6km AGL V-component Wind Shear" + }, + "ZSNSO": { + "type": "data", + "unit": "m", + "attrs": { + "units": "m", + "stagger": "Z", + "description": "layer-bottom depth from snow surf", + "number_of_significant_digits": 5 + }, + "shape": [ + 376944, + 7, + 1015, + 1367 + ], + "chunks": [ + 1, + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "snso_layers_stag", + "south_north", + "west_east" + ], + "description": "layer-bottom depth from snow surf" + }, + "lat_u": { + "type": "auxiliary", + "unit": "degree_north", + "attrs": { + "units": "degree_north", + "stagger": "X", + "description": "LATITUDE, SOUTH IS NEGATIVE" + }, + "shape": [ + 1015, + 1368 + ], + "chunks": [ + 882, + 1188 + ], + "dimensions": [ + "south_north", + "west_east_stag" + ], + "description": "LATITUDE, SOUTH IS NEGATIVE" + }, + "lat_v": { + "type": "auxiliary", + "unit": "degree_north", + "attrs": { + "units": "degree_north", + "stagger": "Y", + "description": "LATITUDE, SOUTH IS NEGATIVE" + }, + "shape": [ + 1016, + 1367 + ], + "chunks": [ + 883, + 1187 + ], + "dimensions": [ + "south_north_stag", + "west_east" + ], + "description": "LATITUDE, SOUTH IS NEGATIVE" + }, + "lon_u": { + "type": "auxiliary", + "unit": "degree_east", + "attrs": { + "units": "degree_east", + "stagger": "X", + "description": "LONGITUDE, WEST IS NEGATIVE" + }, + "shape": [ + 1015, + 1368 + ], + "chunks": [ + 882, + 1188 + ], + "dimensions": [ + "south_north", + "west_east_stag" + ], + "description": "LONGITUDE, WEST IS NEGATIVE" + }, + "lon_v": { + "type": "auxiliary", + "unit": "degree_east", + "attrs": { + "units": "degree_east", + "stagger": "Y", + "description": "LONGITUDE, WEST IS NEGATIVE" + }, + "shape": [ + 1016, + 1367 + ], + "chunks": [ + 883, + 1187 + ], + "dimensions": [ + "south_north_stag", + "west_east" + ], + "description": "LONGITUDE, WEST IS NEGATIVE" + }, + "ACDEWC": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "stagger": "", + "long_name": "Accumulated canopy dew rate, accumulated over prior 60 minutes", + "description": "acccumlated QDEWC" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated QDEWC" + }, + "ACECAN": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "stagger": "", + "long_name": "Accumulated net evaporation of canopy water (evap + sublim - dew - frost), accumulated over prior 60 minutes", + "description": "acccumlated ECAN" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated ECAN" + }, + "ACEDIR": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "stagger": "", + "long_name": "Accumulated net soil evaporation or snowpack sublimation (evap or sublim - dew or frost), accumulated over prior 60 minutes", + "description": "acccumlated EDIR" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated EDIR" + }, + "ACEVAC": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "stagger": "", + "long_name": "Accumulated canopy evaporation, accumulated over prior 60 minutes", + "description": "acccumlated QEVAC" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated QEVAC" + }, + "ACFROC": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "stagger": "", + "long_name": "Accumulated canopy frost, accumulated over prior 60 minutes", + "description": "acccumlated QFROC" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated QFROC" + }, + "ACFRZC": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "stagger": "", + "long_name": "Accumulated refreezing of canopy liquid water, accumulated over prior 60 minutes", + "description": "acccumlated QFRZC" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated QFRZC" + }, + "ACINTR": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "stagger": "", + "long_name": "Accumulated canopy rain interception rate, accumulated over prior 60 minutes", + "description": "acccumlated QINTR" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated QINTR" + }, + "ACINTS": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "stagger": "", + "long_name": "Accumulated canopy snow interception rate, accumulated over prior 60 minutes", + "description": "acccumlated QINTS" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated QINTS" + }, + "ACPAHB": { + "type": "data", + "unit": "kJ/m2", + "attrs": { + "units": "kJ/m2", + "stagger": "", + "long_name": "Accumulated precipitation advected energy to bare ground, accumulated over prior 60 minutes", + "description": "acccumlated PAHB" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated PAHB" + }, + "ACPAHG": { + "type": "data", + "unit": "kJ/m2", + "attrs": { + "units": "kJ/m2", + "stagger": "", + "long_name": "Accumulated precipitation advected energy to below canopy, accumulated over prior 60 minutes", + "description": "acccumlated PAHG" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated PAHG" + }, + "ACPAHV": { + "type": "data", + "unit": "kJ/m2", + "attrs": { + "units": "kJ/m2", + "stagger": "", + "long_name": "Accumulated precipitation advected energy to vegetation, accumulated over prior 60 minutes", + "description": "acccumlated PAHV" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated PAHV" + }, + "ACQLAT": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "stagger": "", + "long_name": "Accumulated groundwater lateral flow, accumulated over prior 60 minutes", + "description": "accumulated lateral flow" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "accumulated lateral flow" + }, + "ACSAGB": { + "type": "data", + "unit": "kJ/m2", + "attrs": { + "units": "kJ/m2", + "stagger": "", + "long_name": "Accumulated solar radiation absorbed by bare ground, accumulated over prior 60 minutes", + "description": "acccumlated SAG under vegetation" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated SAG under vegetation" + }, + "ACSAGV": { + "type": "data", + "unit": "kJ/m2", + "attrs": { + "units": "kJ/m2", + "stagger": "", + "long_name": "Accumulated solar radiation absorbed by vegetated ground, accumulated over prior 60 minutes", + "description": "acccumlated SAG in bare section" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated SAG in bare section" + }, + "ACSNOM": { + "type": "data", + "unit": "kg m-2", + "attrs": { + "units": "kg m-2", + "stagger": "", + "long_name": "Accumulated total liquid water out of the snowpack since model initial time", + "description": "Accumulated total liquid water out of the snowpack" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "Accumulated total liquid water out of the snowpack" + }, + "ACSUBC": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "stagger": "", + "long_name": "Accumulated canopy snow sublimation, accumulated over prior 60 minutes", + "description": "acccumlated QSUBC" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated QSUBC" + }, + "ALBEDO": { + "type": "data", + "unit": "-", + "attrs": { + "units": "-", + "stagger": "", + "long_name": "Surface albedo including snow effects", + "description": "ALBEDO", + "number_of_significant_digits": 5 + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "ALBEDO" + }, + "CANICE": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "stagger": "", + "description": "intercepted ice mass", + "number_of_significant_digits": 5 + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "intercepted ice mass" + }, + "CANWAT": { + "type": "data", + "unit": "kg m-2", + "attrs": { + "units": "kg m-2", + "stagger": "", + "description": "CANOPY WATER" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "CANOPY WATER" + }, + "CLDFRA": { + "type": "data", + "unit": "", + "attrs": { + "units": "", + "stagger": "", + "description": "CLOUD FRACTION", + "number_of_significant_digits": 4 + }, + "shape": [ + 376944, + 50, + 1015, + 1367 + ], + "chunks": [ + 1, + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "bottom_top", + "south_north", + "west_east" + ], + "description": "CLOUD FRACTION" + }, + "COSZEN": { + "type": "data", + "unit": "dimensionless", + "attrs": { + "units": "dimensionless", + "stagger": "", + "description": "COS of SOLAR ZENITH ANGLE" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "COS of SOLAR ZENITH ANGLE" + }, + "LWDNBC": { + "type": "data", + "unit": "W m-2", + "attrs": { + "units": "W m-2", + "stagger": "", + "description": "INSTANTANEOUS DOWNWELLING CLEAR SKY LONGWAVE FLUX AT BOTTOM", + "number_of_significant_digits": 5 + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "INSTANTANEOUS DOWNWELLING CLEAR SKY LONGWAVE FLUX AT BOTTOM" + }, + "LWDNTC": { + "type": "data", + "unit": "W m-2", + "attrs": { + "units": "W m-2", + "stagger": "", + "description": "INSTANTANEOUS DOWNWELLING CLEAR SKY LONGWAVE FLUX AT TOP", + "number_of_significant_digits": 5 + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "INSTANTANEOUS DOWNWELLING CLEAR SKY LONGWAVE FLUX AT TOP" + }, + "LWUPBC": { + "type": "data", + "unit": "W m-2", + "attrs": { + "units": "W m-2", + "stagger": "", + "description": "INSTANTANEOUS UPWELLING CLEAR SKY LONGWAVE FLUX AT BOTTOM", + "number_of_significant_digits": 5 + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "INSTANTANEOUS UPWELLING CLEAR SKY LONGWAVE FLUX AT BOTTOM" + }, + "LWUPTC": { + "type": "data", + "unit": "W m-2", + "attrs": { + "units": "W m-2", + "stagger": "", + "description": "INSTANTANEOUS UPWELLING CLEAR SKY LONGWAVE FLUX AT TOP", + "number_of_significant_digits": 5 + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "INSTANTANEOUS UPWELLING CLEAR SKY LONGWAVE FLUX AT TOP" + }, + "MLCAPE": { + "type": "data", + "unit": "J kg-1", + "attrs": { + "units": "J kg-1", + "stagger": "", + "long_name": "Mixed-layer convective available potential energy (CAPE)", + "description": "MIXED-LAYER CAPE" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "MIXED-LAYER CAPE" + }, + "MLCINH": { + "type": "data", + "unit": "J kg-1", + "attrs": { + "units": "J kg-1", + "stagger": "", + "long_name": "Mixed-layer convective inhibition up to the level of free convection (CINH)", + "description": "MIXED-LAYER CINH" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "MIXED-LAYER CINH" + }, + "MUCAPE": { + "type": "data", + "unit": "J kg-1", + "attrs": { + "units": "J kg-1", + "stagger": "", + "long_name": "Most-unstable convective available potential energy (CAPE)", + "description": "MOST-UNSTABLE CAPE" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "MOST-UNSTABLE CAPE" + }, + "MUCINH": { + "type": "data", + "unit": "J kg-1", + "attrs": { + "units": "J kg-1", + "stagger": "", + "long_name": "Most-unstable convective inhibition up to the level of free convection (CINH)", + "description": "MOST-UNSTABLE CINH" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "MOST-UNSTABLE CINH" + }, + "QCLOUD": { + "type": "data", + "unit": "kg kg-1", + "attrs": { + "units": "kg kg-1", + "stagger": "", + "description": "Cloud water mixing ratio" + }, + "shape": [ + 376944, + 50, + 1015, + 1367 + ], + "chunks": [ + 1, + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "bottom_top", + "south_north", + "west_east" + ], + "description": "Cloud water mixing ratio" + }, + "QGRAUP": { + "type": "data", + "unit": "kg kg-1", + "attrs": { + "units": "kg kg-1", + "stagger": "", + "description": "Graupel mixing ratio" + }, + "shape": [ + 376944, + 50, + 1015, + 1367 + ], + "chunks": [ + 1, + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "bottom_top", + "south_north", + "west_east" + ], + "description": "Graupel mixing ratio" + }, + "QNRAIN": { + "type": "data", + "unit": " kg(-1)", + "attrs": { + "units": " kg(-1)", + "stagger": "", + "description": "Rain Number concentration" + }, + "shape": [ + 376944, + 50, + 1015, + 1367 + ], + "chunks": [ + 1, + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "bottom_top", + "south_north", + "west_east" + ], + "description": "Rain Number concentration" + }, + "QVAPOR": { + "type": "data", + "unit": "kg kg-1", + "attrs": { + "units": "kg kg-1", + "stagger": "", + "description": "Water vapor mixing ratio" + }, + "shape": [ + 376944, + 50, + 1015, + 1367 + ], + "chunks": [ + 1, + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "bottom_top", + "south_north", + "west_east" + ], + "description": "Water vapor mixing ratio" + }, + "SBCAPE": { + "type": "data", + "unit": "J kg-1", + "attrs": { + "units": "J kg-1", + "stagger": "", + "long_name": "Surface-based convective available potential energy (CAPE)", + "description": "SURFACE-BASED CAPE" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "SURFACE-BASED CAPE" + }, + "SBCINH": { + "type": "data", + "unit": "J kg-1", + "attrs": { + "units": "J kg-1", + "stagger": "", + "long_name": "Surface-based convective inhibition up to the level of free convection (CINH)", + "description": "SURFACE-BASED CINH" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "SURFACE-BASED CINH" + }, + "SEAICE": { + "type": "data", + "unit": "", + "attrs": { + "units": "", + "stagger": "", + "description": "SEA ICE FLAG", + "number_of_significant_digits": 3 + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "SEA ICE FLAG" + }, + "SMCWTD": { + "type": "data", + "unit": "m3 m-3", + "attrs": { + "units": "m3 m-3", + "stagger": "", + "description": "deep soil moisture" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "deep soil moisture" + }, + "SWDNBC": { + "type": "data", + "unit": "W m-2", + "attrs": { + "units": "W m-2", + "stagger": "", + "description": "INSTANTANEOUS DOWNWELLING CLEAR SKY SHORTWAVE FLUX AT BOTTOM", + "number_of_significant_digits": 5 + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "INSTANTANEOUS DOWNWELLING CLEAR SKY SHORTWAVE FLUX AT BOTTOM" + }, + "SWDNTC": { + "type": "data", + "unit": "W m-2", + "attrs": { + "units": "W m-2", + "stagger": "", + "description": "INSTANTANEOUS DOWNWELLING CLEAR SKY SHORTWAVE FLUX AT TOP", + "number_of_significant_digits": 5 + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "INSTANTANEOUS DOWNWELLING CLEAR SKY SHORTWAVE FLUX AT TOP" + }, + "SWDOWN": { + "type": "data", + "unit": "W m-2", + "attrs": { + "units": "W m-2", + "stagger": "", + "description": "DOWNWARD SHORT WAVE FLUX AT GROUND SURFACE", + "number_of_significant_digits": 5 + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "DOWNWARD SHORT WAVE FLUX AT GROUND SURFACE" + }, + "SWNORM": { + "type": "data", + "unit": "W m-2", + "attrs": { + "units": "W m-2", + "stagger": "", + "description": "NORMAL SHORT WAVE FLUX AT GROUND SURFACE (SLOPE-DEPENDENT)", + "number_of_significant_digits": 5 + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "NORMAL SHORT WAVE FLUX AT GROUND SURFACE (SLOPE-DEPENDENT)" + }, + "SWUPBC": { + "type": "data", + "unit": "W m-2", + "attrs": { + "units": "W m-2", + "stagger": "", + "description": "INSTANTANEOUS UPWELLING CLEAR SKY SHORTWAVE FLUX AT BOTTOM", + "number_of_significant_digits": 5 + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "INSTANTANEOUS UPWELLING CLEAR SKY SHORTWAVE FLUX AT BOTTOM" + }, + "SWUPTC": { + "type": "data", + "unit": "W m-2", + "attrs": { + "units": "W m-2", + "stagger": "", + "description": "INSTANTANEOUS UPWELLING CLEAR SKY SHORTWAVE FLUX AT TOP", + "number_of_significant_digits": 5 + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "INSTANTANEOUS UPWELLING CLEAR SKY SHORTWAVE FLUX AT TOP" + }, + "U_BUNK": { + "type": "data", + "unit": "ms-1", + "attrs": { + "units": "ms-1", + "stagger": "", + "description": "U-component of Bunkers storm motion" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "U-component of Bunkers storm motion" + }, + "V_BUNK": { + "type": "data", + "unit": "ms-1", + "attrs": { + "units": "ms-1", + "stagger": "", + "description": "V-component of Bunkers storm motion" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "V-component of Bunkers storm motion" + }, + "ACDRIPR": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "stagger": "", + "long_name": "Accumulated canopy precipitation drip rate, accumulated over prior 60 minutes", + "description": "acccumlated QDRIPR" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated QDRIPR" + }, + "ACDRIPS": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "stagger": "", + "long_name": "Accumulated canopy snow drip rate, accumulated over prior 60 minutes", + "description": "acccumlated QDRIPS" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated QDRIPS" + }, + "ACETLSM": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "stagger": "", + "long_name": "Accumulated total evaporation, accumulated over prior 60 minutes", + "description": "acccumlated ET" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated ET" + }, + "ACETRAN": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "stagger": "", + "long_name": "Accumulated plant transpiration, accumulated over prior 60 minutes", + "description": "acccumlated ETRAN" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated ETRAN" + }, + "ACLWDNB": { + "type": "data", + "unit": "J m-2", + "attrs": { + "units": "J m-2", + "stagger": "", + "long_name": "Accumulated downwelling longwave radiation flux at bottom, accumulated since last bucket_J (1.0e9 J m-2) reset", + "description": "ACCUMULATED DOWNWELLING LONGWAVE FLUX AT BOTTOM" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "ACCUMULATED DOWNWELLING LONGWAVE FLUX AT BOTTOM" + }, + "ACLWDNT": { + "type": "data", + "unit": "J m-2", + "attrs": { + "units": "J m-2", + "stagger": "", + "long_name": "Accumulated downwelling longwave radiation flux at top, accumulated since last bucket_J (1.0e9 J m-2) reset", + "description": "ACCUMULATED DOWNWELLING LONGWAVE FLUX AT TOP" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "ACCUMULATED DOWNWELLING LONGWAVE FLUX AT TOP" + }, + "ACLWUPB": { + "type": "data", + "unit": "J m-2", + "attrs": { + "units": "J m-2", + "stagger": "", + "long_name": "Accumulated upwelling longwave radiation flux at bottom, accumulated since last bucket_J (1.0e9 J m-2) reset", + "description": "ACCUMULATED UPWELLING LONGWAVE FLUX AT BOTTOM" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "ACCUMULATED UPWELLING LONGWAVE FLUX AT BOTTOM" + }, + "ACLWUPT": { + "type": "data", + "unit": "J m-2", + "attrs": { + "units": "J m-2", + "stagger": "", + "long_name": "Accumulated upwelling longwave radiation flux at top, accumulated since last bucket_J (1.0e9 J m-2) reset", + "description": "ACCUMULATED UPWELLING LONGWAVE FLUX AT TOP" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "ACCUMULATED UPWELLING LONGWAVE FLUX AT TOP" + }, + "ACMELTC": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "stagger": "", + "long_name": "Accumulated canopy snow melt, accumulated over prior 60 minutes", + "description": "acccumlated QMELTC" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated QMELTC" + }, + "ACRUNSB": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "stagger": "", + "long_name": "Accumulated subsurface runoff, accumulated over prior 60 minutes", + "description": "Accumulated RUNSB" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "Accumulated RUNSB" + }, + "ACRUNSF": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "stagger": "", + "long_name": "Accumulated surface runoff, accumulated over prior 60 minutes", + "description": "Accumulated RUNSF" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "Accumulated RUNSF" + }, + "ACSNBOT": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "stagger": "", + "long_name": "Accumulated liquid water flux out of bottom of snowpack, accumulated over prior 60 minutes", + "description": "acccumlated QSNBOT" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated QSNBOT" + }, + "ACSNFRO": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "stagger": "", + "long_name": "Accumulated snowpack frost, accumulated over prior 60 minutes", + "description": "acccumlated QSNFRO" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated QSNFRO" + }, + "ACSNSUB": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "stagger": "", + "long_name": "Accumulated snowpack sublimation, accumulated over prior 60 minutes", + "description": "acccumlated QSNSUB" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated QSNSUB" + }, + "ACSWDNB": { + "type": "data", + "unit": "J m-2", + "attrs": { + "units": "J m-2", + "stagger": "", + "long_name": "Accumulated downwelling shortwave radiation flux at bottom, accumulated since last bucket_J (1.0e9 J m-2) reset", + "description": "ACCUMULATED DOWNWELLING SHORTWAVE FLUX AT BOTTOM" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "ACCUMULATED DOWNWELLING SHORTWAVE FLUX AT BOTTOM" + }, + "ACSWDNT": { + "type": "data", + "unit": "J m-2", + "attrs": { + "units": "J m-2", + "stagger": "", + "long_name": "Accumulated downwelling shortwave radiation flux at top, accumulated since last bucket_J (1.0e9 J m-2) reset", + "description": "ACCUMULATED DOWNWELLING SHORTWAVE FLUX AT TOP" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "ACCUMULATED DOWNWELLING SHORTWAVE FLUX AT TOP" + }, + "ACSWUPB": { + "type": "data", + "unit": "J m-2", + "attrs": { + "units": "J m-2", + "stagger": "", + "long_name": "Accumulated upwelling shortwave radiation flux at bottom, accumulated since last bucket_J (1.0e9 J m-2) reset", + "description": "ACCUMULATED UPWELLING SHORTWAVE FLUX AT BOTTOM" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "ACCUMULATED UPWELLING SHORTWAVE FLUX AT BOTTOM" + }, + "ACSWUPT": { + "type": "data", + "unit": "J m-2", + "attrs": { + "units": "J m-2", + "stagger": "", + "long_name": "Accumulated upwelling shortwave radiation flux at top, accumulated since last bucket_J (1.0e9 J m-2) reset", + "description": "ACCUMULATED UPWELLING SHORTWAVE FLUX AT TOP" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "ACCUMULATED UPWELLING SHORTWAVE FLUX AT TOP" + }, + "ACTHROR": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "stagger": "", + "long_name": "Accumulated canopy rain throughfall, accumulated over prior 60 minutes", + "description": "acccumlated QTHROR" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated QTHROR" + }, + "ACTHROS": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "stagger": "", + "long_name": "Accumulated canopy snow throughfall, accumulated over prior 60 minutes", + "description": "acccumlated QTHROS" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated QTHROS" + }, + "RAINNCV": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "stagger": "", + "description": "TIME-STEP NONCONVECTIVE PRECIPITATION" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "TIME-STEP NONCONVECTIVE PRECIPITATION" + }, + "ACGHFLSM": { + "type": "data", + "unit": "kJ/m2", + "attrs": { + "units": "kJ/m2", + "stagger": "", + "long_name": "Accumulated total ground heat flux into soil or snowpack, accumulated over prior 60 minutes", + "description": "acccumlated total ground heat flux" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated total ground heat flux" + }, + "ACLHFLSM": { + "type": "data", + "unit": "kJ/m2", + "attrs": { + "units": "kJ/m2", + "stagger": "", + "long_name": "Accumulated total latent heat flux, accumulated over prior 60 minutes", + "description": "acccumlated total latent heat flux" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated total latent heat flux" + }, + "ACLWDNBC": { + "type": "data", + "unit": "J m-2", + "attrs": { + "units": "J m-2", + "stagger": "", + "long_name": "Accumulated downwelling clear sky longwave radiation flux at bottom, accumulated since last bucket_J (1.0e9 J m-2) reset", + "description": "ACCUMULATED DOWNWELLING CLEAR SKY LONGWAVE FLUX AT BOTTOM" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "ACCUMULATED DOWNWELLING CLEAR SKY LONGWAVE FLUX AT BOTTOM" + }, + "ACLWDNTC": { + "type": "data", + "unit": "J m-2", + "attrs": { + "units": "J m-2", + "stagger": "", + "long_name": "Accumulated downwelling clear sky longwave radiation flux at top, accumulated since last bucket_J (1.0e9 J m-2) reset", + "description": "ACCUMULATED DOWNWELLING CLEAR SKY LONGWAVE FLUX AT TOP" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "ACCUMULATED DOWNWELLING CLEAR SKY LONGWAVE FLUX AT TOP" + }, + "ACLWUPBC": { + "type": "data", + "unit": "J m-2", + "attrs": { + "units": "J m-2", + "stagger": "", + "long_name": "Accumulated upwelling clear sky longwave radiation flux at bottom, accumulated since last bucket_J (1.0e9 J m-2) reset", + "description": "ACCUMULATED UPWELLING CLEAR SKY LONGWAVE FLUX AT BOTTOM" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "ACCUMULATED UPWELLING CLEAR SKY LONGWAVE FLUX AT BOTTOM" + }, + "ACLWUPTC": { + "type": "data", + "unit": "J m-2", + "attrs": { + "units": "J m-2", + "stagger": "", + "long_name": "Accumulated upwelling clear sky longwave radiation flux at top, accumulated since last bucket_J (1.0e9 J m-2) reset", + "description": "ACCUMULATED UPWELLING CLEAR SKY LONGWAVE FLUX AT TOP" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "ACCUMULATED UPWELLING CLEAR SKY LONGWAVE FLUX AT TOP" + }, + "ACPAHLSM": { + "type": "data", + "unit": "kJ/m2", + "attrs": { + "units": "kJ/m2", + "stagger": "", + "long_name": "Accumulated total precipitation heat flux advected to surface, accumulated over prior 60 minutes", + "description": "acccumlated total precip heat flux" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated total precip heat flux" + }, + "ACSHFLSM": { + "type": "data", + "unit": "kJ/m2", + "attrs": { + "units": "kJ/m2", + "stagger": "", + "long_name": "Acccumlated total sensible heat flux, accumulated over prior 60 minutes", + "description": "acccumlated total sensible heat flux" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated total sensible heat flux" + }, + "ACSWDNBC": { + "type": "data", + "unit": "J m-2", + "attrs": { + "units": "J m-2", + "stagger": "", + "long_name": "Accumulated downwelling clear sky shortwave radiation flux at bottom, accumulated since last bucket_J (1.0e9 J m-2) reset", + "description": "ACCUMULATED DOWNWELLING CLEAR SKY SHORTWAVE FLUX AT BOTTOM" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "ACCUMULATED DOWNWELLING CLEAR SKY SHORTWAVE FLUX AT BOTTOM" + }, + "ACSWDNTC": { + "type": "data", + "unit": "J m-2", + "attrs": { + "units": "J m-2", + "stagger": "", + "long_name": "Accumulated downwelling clear sky shortwave radiation flux at top, accumulated since last bucket_J (1.0e9 J m-2) reset", + "description": "ACCUMULATED DOWNWELLING CLEAR SKY SHORTWAVE FLUX AT TOP" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "ACCUMULATED DOWNWELLING CLEAR SKY SHORTWAVE FLUX AT TOP" + }, + "ACSWUPBC": { + "type": "data", + "unit": "J m-2", + "attrs": { + "units": "J m-2", + "stagger": "", + "long_name": "Accumulated upwelling clear sky shortwave radiation flux at bottom, accumulated since last bucket_J (1.0e9 J m-2) reset", + "description": "ACCUMULATED UPWELLING CLEAR SKY SHORTWAVE FLUX AT BOTTOM" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "ACCUMULATED UPWELLING CLEAR SKY SHORTWAVE FLUX AT BOTTOM" + }, + "ACSWUPTC": { + "type": "data", + "unit": "J m-2", + "attrs": { + "units": "J m-2", + "stagger": "", + "long_name": "Accumulated upwelling clear sky shortwave radiation flux at top accumulated since last bucket_J (1.0e9 J m-2) reset", + "description": "ACCUMULATED UPWELLING CLEAR SKY SHORTWAVE FLUX AT TOP" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "ACCUMULATED UPWELLING CLEAR SKY SHORTWAVE FLUX AT TOP" + }, + "FORCPLSM": { + "type": "data", + "unit": "Pa", + "attrs": { + "units": "Pa", + "stagger": "", + "long_name": "Lowest model pressure into land surface model", + "description": "lowest model P into LSM" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "lowest model P into LSM" + }, + "FORCQLSM": { + "type": "data", + "unit": "kg/kg", + "attrs": { + "units": "kg/kg", + "stagger": "", + "long_name": "Lowest model mixing ratio into land surface model", + "description": "lowest model Q into LSM" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "lowest model Q into LSM" + }, + "FORCTLSM": { + "type": "data", + "unit": "K", + "attrs": { + "units": "K", + "stagger": "", + "long_name": "Lowest model temperature into land surface model", + "description": "lowest model T into LSM" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "lowest model T into LSM" + }, + "FORCWLSM": { + "type": "data", + "unit": "m/s", + "attrs": { + "units": "m/s", + "stagger": "", + "long_name": "Lowest model wind speed into land surface model", + "description": "lowest model wind speed into LSM" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "lowest model wind speed into LSM" + }, + "FORCZLSM": { + "type": "data", + "unit": "m", + "attrs": { + "units": "m", + "stagger": "", + "long_name": "Lowest model height above ground level into land surface model", + "description": "lowest model Z into LSM" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "lowest model Z into LSM" + }, + "QSPRINGS": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "stagger": "", + "long_name": "Accumulated seeping water since model start time", + "description": "sum seeping water" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "sum seeping water" + }, + "REFL_COM": { + "type": "data", + "unit": "dbZ", + "attrs": { + "units": "dbZ", + "stagger": "", + "description": "COMPOSITE REFLECTIVITY" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "COMPOSITE REFLECTIVITY" + }, + "totalIce": { + "type": "data", + "unit": "kg kg-1", + "attrs": { + "units": "kg kg-1", + "stagger": "", + "sum_op_ncl": "dim_sum_n over dimension(s): bottom_top", + "description": "Ice mixing ratio" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "Ice mixing ratio" + }, + "totalLiq": { + "type": "data", + "unit": "kg kg-1", + "attrs": { + "units": "kg kg-1", + "stagger": "", + "sum_op_ncl": "dim_sum_n over dimension(s): bottom_top", + "description": "Cloud water mixing ratio" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "Cloud water mixing ratio" + }, + "totalVap": { + "type": "data", + "unit": "kg kg-1", + "attrs": { + "units": "kg kg-1", + "stagger": "", + "sum_op_ncl": "dim_sum_n over dimension(s): bottom_top", + "description": "Water vapor mixing ratio" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "Water vapor mixing ratio" + }, + "ACLWDNLSM": { + "type": "data", + "unit": "kJ/m2", + "attrs": { + "units": "kJ/m2", + "stagger": "", + "long_name": "Accumulated longwave downwelling radiation at land surface model, accumulated over prior 60 minutes", + "description": "acccumlated LWDN" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated LWDN" + }, + "ACLWUPLSM": { + "type": "data", + "unit": "kJ/m2", + "attrs": { + "units": "kJ/m2", + "stagger": "", + "long_name": "Accumulated longwave upwelling radiation at land surface model, accumulated over prior 60 minutes", + "description": "acccumlated LWUP" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated LWUP" + }, + "ACPONDING": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "stagger": "", + "long_name": "Accumulated surface ponding from complete pack melt, accumulated over prior 60 minutes", + "description": "acccumlated PONDING" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated PONDING" + }, + "ACRAINLSM": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "stagger": "", + "long_name": "Accumulated liquid precipitation into land surface model, accumulated over prior 60 minutes", + "description": "acccumlated RAINLSM" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated RAINLSM" + }, + "ACSNOWLSM": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "stagger": "", + "long_name": "Accumulated frozen precipitation into land surface model, accumulated over prior 60 minutes", + "description": "acccumlated SNOWLSM" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated SNOWLSM" + }, + "ACSWDNLSM": { + "type": "data", + "unit": "kJ/m2", + "attrs": { + "units": "kJ/m2", + "stagger": "", + "long_name": "Accumulated shortwave radiation down at land surface model, accumulated over prior 60 minutes", + "description": "acccumlated SWDN" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated SWDN" + }, + "ACSWUPLSM": { + "type": "data", + "unit": "kJ/m2", + "attrs": { + "units": "kJ/m2", + "stagger": "", + "long_name": "Accumulated shortwave radiation up at land surface model, accumulated over prior 60 minutes", + "description": "acccumlated SWUP" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated SWUP" + }, + "I_ACLWDNB": { + "type": "data", + "unit": "J m-2", + "attrs": { + "units": "J m-2", + "stagger": "", + "long_name": "Bucket for downwelling longwave flux at bottom accumulated since model start time", + "description": "BUCKET FOR DOWNWELLING LONGWAVE FLUX AT BOTTOM" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "BUCKET FOR DOWNWELLING LONGWAVE FLUX AT BOTTOM" + }, + "I_ACLWDNT": { + "type": "data", + "unit": "J m-2", + "attrs": { + "units": "J m-2", + "stagger": "", + "long_name": "Bucket for downwelling longwave flux at top accumulated since model start time", + "description": "BUCKET FOR DOWNWELLING LONGWAVE FLUX AT TOP" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "BUCKET FOR DOWNWELLING LONGWAVE FLUX AT TOP" + }, + "I_ACLWUPB": { + "type": "data", + "unit": "J m-2", + "attrs": { + "units": "J m-2", + "stagger": "", + "long_name": "Bucket for upwelling longwave flux at bottom accumulated since model start time", + "description": "BUCKET FOR UPWELLING LONGWAVE FLUX AT BOTTOM" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "BUCKET FOR UPWELLING LONGWAVE FLUX AT BOTTOM" + }, + "I_ACLWUPT": { + "type": "data", + "unit": "J m-2", + "attrs": { + "units": "J m-2", + "stagger": "", + "long_name": "Bucket for upwelling longwave flux at top accumulated since model start time", + "description": "BUCKET FOR UPWELLING LONGWAVE FLUX AT TOP" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "BUCKET FOR UPWELLING LONGWAVE FLUX AT TOP" + }, + "I_ACSWDNB": { + "type": "data", + "unit": "J m-2", + "attrs": { + "units": "J m-2", + "stagger": "", + "long_name": "Bucket for downwelling shortwave flux at bottom accumulated since model start time", + "description": "BUCKET FOR DOWNWELLING SHORTWAVE FLUX AT BOTTOM" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "BUCKET FOR DOWNWELLING SHORTWAVE FLUX AT BOTTOM" + }, + "I_ACSWDNT": { + "type": "data", + "unit": "J m-2", + "attrs": { + "units": "J m-2", + "stagger": "", + "long_name": "Bucket for downwelling shortwave flux at top accumulated since model start time", + "description": "BUCKET FOR DOWNWELLING SHORTWAVE FLUX AT TOP" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "BUCKET FOR DOWNWELLING SHORTWAVE FLUX AT TOP" + }, + "I_ACSWUPB": { + "type": "data", + "unit": "J m-2", + "attrs": { + "units": "J m-2", + "stagger": "", + "long_name": "Bucket for upwelling shortwave flux at bottom accumulated since model start time", + "description": "BUCKET FOR UPWELLING SHORTWAVE FLUX AT BOTTOM" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "BUCKET FOR UPWELLING SHORTWAVE FLUX AT BOTTOM" + }, + "I_ACSWUPT": { + "type": "data", + "unit": "J m-2", + "attrs": { + "units": "J m-2", + "stagger": "", + "long_name": "Bucket for upwelling shortwave flux at top accumulated since model start time", + "description": "BUCKET FOR UPWELLING SHORTWAVE FLUX AT TOP" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "BUCKET FOR UPWELLING SHORTWAVE FLUX AT TOP" + }, + "REFL_10CM": { + "type": "data", + "unit": "dBZ", + "attrs": { + "units": "dBZ", + "stagger": "", + "description": "Radar reflectivity (lamda = 10 cm)", + "number_of_significant_digits": 5 + }, + "shape": [ + 376944, + 50, + 1015, + 1367 + ], + "chunks": [ + 1, + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "bottom_top", + "south_north", + "west_east" + ], + "description": "Radar reflectivity (lamda = 10 cm)" + }, + "ACRAINSNOW": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "stagger": "", + "long_name": "Acccumlated rain on snow pack, accumulated over prior 60 minutes", + "description": "acccumlated rain on snow pack" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "acccumlated rain on snow pack" + }, + "I_ACLWDNBC": { + "type": "data", + "unit": "J m-2", + "attrs": { + "units": "J m-2", + "stagger": "", + "long_name": "Bucket for downwelling clear sky longwave flux at bottom accumulated since model start time", + "description": "BUCKET FOR DOWNWELLING CLEAR SKY LONGWAVE FLUX AT BOTTOM" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "BUCKET FOR DOWNWELLING CLEAR SKY LONGWAVE FLUX AT BOTTOM" + }, + "I_ACLWDNTC": { + "type": "data", + "unit": "J m-2", + "attrs": { + "units": "J m-2", + "stagger": "", + "long_name": "Bucket for downwelling clear sky longwave flux at top accumulated since model start time", + "description": "BUCKET FOR DOWNWELLING CLEAR SKY LONGWAVE FLUX AT TOP" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "BUCKET FOR DOWNWELLING CLEAR SKY LONGWAVE FLUX AT TOP" + }, + "I_ACLWUPBC": { + "type": "data", + "unit": "J m-2", + "attrs": { + "units": "J m-2", + "stagger": "", + "long_name": "Bucket for upwelling clear sky longwave flux at bottom accumulated since model start time", + "description": "BUCKET FOR UPWELLING CLEAR SKY LONGWAVE FLUX AT BOTTOM" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "BUCKET FOR UPWELLING CLEAR SKY LONGWAVE FLUX AT BOTTOM" + }, + "I_ACLWUPTC": { + "type": "data", + "unit": "J m-2", + "attrs": { + "units": "J m-2", + "stagger": "", + "long_name": "Bucket for upwelling clear sky longwave flux at top accumulated since model start time", + "description": "BUCKET FOR UPWELLING CLEAR SKY LONGWAVE FLUX AT TOP" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "BUCKET FOR UPWELLING CLEAR SKY LONGWAVE FLUX AT TOP" + }, + "I_ACSWDNBC": { + "type": "data", + "unit": "J m-2", + "attrs": { + "units": "J m-2", + "stagger": "", + "long_name": "Bucket for downwelling clear sky shortwave flux at bottom accumulated since model start time", + "description": "BUCKET FOR DOWNWELLING CLEAR SKY SHORTWAVE FLUX AT BOTTOM" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "BUCKET FOR DOWNWELLING CLEAR SKY SHORTWAVE FLUX AT BOTTOM" + }, + "I_ACSWDNTC": { + "type": "data", + "unit": "J m-2", + "attrs": { + "units": "J m-2", + "stagger": "", + "long_name": "Bucket for downwelling clear sky shortwave flux at top accumulated since model start time", + "description": "BUCKET FOR DOWNWELLING CLEAR SKY SHORTWAVE FLUX AT TOP" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "BUCKET FOR DOWNWELLING CLEAR SKY SHORTWAVE FLUX AT TOP" + }, + "I_ACSWUPBC": { + "type": "data", + "unit": "J m-2", + "attrs": { + "units": "J m-2", + "stagger": "", + "long_name": "Bucket for upwelling clear sky shortwave flux at bottom accumulated since model start time", + "description": "BUCKET FOR UPWELLING CLEAR SKY SHORTWAVE FLUX AT BOTTOM" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "BUCKET FOR UPWELLING CLEAR SKY SHORTWAVE FLUX AT BOTTOM" + }, + "I_ACSWUPTC": { + "type": "data", + "unit": "J m-2", + "attrs": { + "units": "J m-2", + "stagger": "", + "long_name": "Bucket for upwelling clear sky shortwave flux at top accumulated since model start time", + "description": "BUCKET FOR UPWELLING CLEAR SKY SHORTWAVE FLUX AT TOP" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "BUCKET FOR UPWELLING CLEAR SKY SHORTWAVE FLUX AT TOP" + }, + "SNOWENERGY": { + "type": "data", + "unit": "kJ/m2", + "attrs": { + "units": "kJ/m2", + "stagger": "", + "description": "energy content in snow relative to 273.16" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "energy content in snow relative to 273.16" + }, + "SOILENERGY": { + "type": "data", + "unit": "kJ/m2", + "attrs": { + "units": "kJ/m2", + "stagger": "", + "description": "energy content in soil relative to 273.16" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "energy content in soil relative to 273.16" + }, + "PREC_ACC_NC": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "stagger": "", + "long_name": "Accumulated grid scale precipitation , accumulated over prior 60 minutes", + "description": "ACCUMULATED GRID SCALE PRECIPITATION OVER prec_acc_dt PERIODS OF TIME" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "ACCUMULATED GRID SCALE PRECIPITATION OVER prec_acc_dt PERIODS OF TIME" + }, + "SNOW_ACC_NC": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "stagger": "", + "long_name": "Accumulated snow water equivalent, accumulated over prior 60 minutes", + "description": "ACCUMULATED SNOW WATER EQUIVALENT OVER prec_acc_dt PERIODS OF TIME" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "ACCUMULATED SNOW WATER EQUIVALENT OVER prec_acc_dt PERIODS OF TIME" + }, + "REFL_1KM_AGL": { + "type": "data", + "unit": "dbZ", + "attrs": { + "units": "dbZ", + "stagger": "", + "description": "1KM AGL REFLECTIVITY" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "1KM AGL REFLECTIVITY" + }, + "GRAUPEL_ACC_NC": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "stagger": "", + "long_name": "Accumulated graupel water equivalent, accumulated over prior 60 minutes", + "description": "ACCUMULATED GRAUPEL WATER EQUIVALENT OVER prec_acc_dt PERIODS OF TIME" + }, + "shape": [ + 376944, + 1015, + 1367 + ], + "chunks": [ + 1, + 1015, + 1367 + ], + "dimensions": [ + "time", + "south_north", + "west_east" + ], + "description": "ACCUMULATED GRAUPEL WATER EQUIVALENT OVER prec_acc_dt PERIODS OF TIME" + } + }, + "msft:container": "noaa", + "cube:dimensions": { + "lat": { + "axis": "y", + "type": "spatial", + "extent": [ + 17.647308349609375, + 57.34341812133789 + ] + }, + "lon": { + "axis": "x", + "type": "spatial", + "extent": [ + -138.73135375976562, + -57.068634033203125 + ] + }, + "time": { + "step": "P0DT1H0M0S", + "type": "temporal", + "extent": [ + "1979-10-01T00:00:00Z", + "2022-09-30T23:00:00Z" + ], + "description": "time" + }, + "west_east": { + "type": "count", + "extent": [ + 0, + 1366 + ], + "description": "west_east index" + }, + "bottom_top": { + "type": "count", + "extent": [ + 0, + 49 + ], + "description": "bottom_top index" + }, + "south_north": { + "type": "count", + "extent": [ + 0, + 1014 + ], + "description": "south_north index" + }, + "west_east_stag": { + "type": "count", + "extent": [ + 0, + 1367 + ], + "description": "west_east_stag index." + }, + "bottom_top_stag": { + "type": "count", + "extent": [ + 0, + 50 + ], + "description": "bottom_top_stag index" + }, + "snow_layers_stag": { + "type": "count", + "extent": [ + 0, + 2 + ], + "description": "snow layer index." + }, + "snso_layers_stag": { + "type": "count", + "extent": [ + 0, + 6 + ], + "description": "snso layer index." + }, + "soil_layers_stag": { + "type": "count", + "extent": [ + 0, + 4 + ], + "description": "soil layer index." + }, + "south_north_stag": { + "type": "count", + "extent": [ + 0, + 1015 + ], + "description": "south_north_stag index." + } + }, + "msft:storage_account": "azureopendatastorage", + "msft:short_description": "High-resolution hydro-climate dataset for forcing hydrological models and meteorological analysis over the conterminous United States.", + "title": "CONUS404", + "extent": { + "spatial": { + "bbox": [ + [ + -137.873, + 17.631, + -58.463, + 56.704 + ] + ] + }, + "temporal": { + "interval": [ + [ + "1979-10-01T00:00:00Z", + "2022-09-30T23:00:00Z" + ] + ] + } + }, + "license": "CC-BY-4.0", + "keywords": [ + "CONUS404", + "Hydroclimate", + "Hydrology", + "Inland Waters", + "Precipitation", + "Weather", + "Climate" + ], + "providers": [ + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + }, + { + "name": "USGS", + "roles": [ + "producer" + ], + "url": "https://doi.org/10.5066/P9PHPK4F" + }, + { + "name": "NCAR", + "roles": [ + "producer" + ], + "url": "https://doi.org/10.5065/ZYY0-Y036" + } + ], + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/conus404-thumbnail.png", + "type": "image/png", + "title": "CONUS404 Thumbnail", + "roles": [ + "thumbnail" + ] + }, + "zarr-abfs": { + "href": "az://noaa/conus404.zarr", + "type": "application/vnd+zarr", + "title": "CONUS404 Zarr root", + "description": "Azure Blob File Syustem URI of the Zarr store for the CONUS404 dataset.", + "xarray:open_kwargs": { + "consolidated": true + }, + "xarray:storage_options": { + "account_name": "azureopendatastorage" + }, + "roles": [ + "data", + "zarr", + "abfs" + ] + }, + "zarr-https": { + "href": "https://azureopendatastorage.blob.core.windows.net/noaa/conus404.zarr", + "type": "application/vnd+zarr", + "title": "CONUS404 Zarr root", + "description": "HTTPS URI of the Zarr store for the CONUS404 dataset.", + "xarray:open_kwargs": { + "consolidated": true + }, + "roles": [ + "data", + "zarr", + "https" + ] + } } - } } \ No newline at end of file diff --git a/datasets/cop-dem/collection/cop-dem-glo-30/description.md b/datasets/cop-dem/collection/cop-dem-glo-30/description.md new file mode 100644 index 000000000..ef5c96f2e --- /dev/null +++ b/datasets/cop-dem/collection/cop-dem-glo-30/description.md @@ -0,0 +1,8 @@ +The Copernicus DEM is a digital surface model (DSM), which represents the surface of the Earth including buildings, infrastructure, and vegetation. This DSM is based on radar satellite data acquired during the TanDEM-X Mission, which was funded by a public-private partnership between the German Aerospace Centre (DLR) and Airbus Defence and Space. + +Copernicus DEM is available at both 30-meter and 90-meter resolution; this dataset has a horizontal resolution of approximately 30 meters. + +See the [Product Handbook](https://object.cloud.sdsc.edu/v1/AUTH_opentopography/www/metadata/Copernicus_metadata.pdf) for more information. + +See the dataset page on OpenTopography: + diff --git a/datasets/cop-dem/collection/cop-dem-glo-30/template.json b/datasets/cop-dem/collection/cop-dem-glo-30/template.json new file mode 100644 index 000000000..9a9877a29 --- /dev/null +++ b/datasets/cop-dem/collection/cop-dem-glo-30/template.json @@ -0,0 +1,128 @@ +{ + "type": "Collection", + "id": "cop-dem-glo-30", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://spacedata.copernicus.eu/documents/20126/0/CSCDA_ESA_Mission-specific+Annex.pdf", + "title": "Copernicus DEM License" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/cop-dem-glo-30", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], + "item_assets": { + "data": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ] + } + }, + "msft:group_id": "copernicus-dem", + "msft:container": "copernicus-dem-stac", + "msft:storage_account": "elevationeuwest", + "msft:short_description": "Copernicus DEM 30 is a near-global digital surface model (DSM) with a horizontal resolution of approximately 30 meters, derived from radar satellite data acquired during the TanDEM-X mission.", + "msft:region": "westeurope", + "title": "Copernicus DEM GLO-30", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2021-04-22T00:00:00Z", + "2021-04-22T00:00:00Z" + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "Copernicus", + "DEM", + "DSM", + "Elevation" + ], + "providers": [ + { + "name": "European Space Agency", + "roles": [ + "licensor" + ], + "url": "https://spacedata.copernicus.eu/documents/20126/0/CSCDA_ESA_Mission-specific+Annex.pdf" + }, + { + "name": "Sinergise", + "roles": [ + "producer", + "processor" + ], + "url": "https://registry.opendata.aws/copernicus-dem/" + }, + { + "name": "OpenTopography", + "roles": [ + "host" + ], + "url": "https://doi.org/10.5069/G9028PQB" + }, + { + "name": "Microsoft", + "roles": [ + "host" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "gsd": [ + 30 + ], + "platform": [ + "tandem-x" + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/cop-dem.png", + "type": "image/png", + "title": "COP DEM GLO-30", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/cop-dem-glo-30.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": false + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } +} \ No newline at end of file diff --git a/datasets/cop-dem/collection/cop-dem-glo-90/description.md b/datasets/cop-dem/collection/cop-dem-glo-90/description.md new file mode 100644 index 000000000..8c8ae9b4c --- /dev/null +++ b/datasets/cop-dem/collection/cop-dem-glo-90/description.md @@ -0,0 +1,8 @@ +The Copernicus DEM is a digital surface model (DSM), which represents the surface of the Earth including buildings, infrastructure, and vegetation. This DSM is based on radar satellite data acquired during the TanDEM-X Mission, which was funded by a public-private partnership between the German Aerospace Centre (DLR) and Airbus Defence and Space. + +Copernicus DEM is available at both 30-meter and 90-meter resolution; this dataset has a horizontal resolution of approximately 90 meters. + +See the [Product Handbook](https://object.cloud.sdsc.edu/v1/AUTH_opentopography/www/metadata/Copernicus_metadata.pdf) for more information. + +See the dataset page on OpenTopography: + diff --git a/datasets/cop-dem/collection/cop-dem-glo-90/template.json b/datasets/cop-dem/collection/cop-dem-glo-90/template.json new file mode 100644 index 000000000..2af9ad25b --- /dev/null +++ b/datasets/cop-dem/collection/cop-dem-glo-90/template.json @@ -0,0 +1,127 @@ +{ + "type": "Collection", + "id": "cop-dem-glo-90", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://spacedata.copernicus.eu/documents/20126/0/CSCDA_ESA_Mission-specific+Annex.pdf", + "title": "Copernicus DEM License" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/cop-dem-glo-90", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], + "item_assets": { + "data": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ] + } + }, + "msft:group_id": "copernicus-dem", + "msft:container": "copernicus-dem-stac", + "msft:storage_account": "elevationeuwest", + "msft:short_description": "Copernicus DEM 90 is a near-global digital surface model (DSM) with a horizontal resolution of approximately 90 meters, derived from radar satellite data acquired during the TanDEM-X mission.", + "msft:region": "westeurope", + "title": "Copernicus DEM GLO-90", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2021-04-22T00:00:00Z", + "2021-04-22T00:00:00Z" + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "Copernicus", + "DEM", + "Elevation" + ], + "providers": [ + { + "name": "European Space Agency", + "roles": [ + "licensor" + ], + "url": "https://spacedata.copernicus.eu/documents/20126/0/CSCDA_ESA_Mission-specific+Annex.pdf" + }, + { + "name": "Sinergise", + "roles": [ + "producer", + "processor" + ], + "url": "https://registry.opendata.aws/copernicus-dem/" + }, + { + "name": "OpenTopography", + "roles": [ + "host" + ], + "url": "https://doi.org/10.5069/G9028PQB" + }, + { + "name": "Microsoft", + "roles": [ + "host" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "gsd": [ + 90 + ], + "platform": [ + "tandem-x" + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/cop-dem-glo-90.png", + "type": "image/png", + "title": "COP DEM GLO-90", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/cop-dem-glo-90.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": false + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } +} \ No newline at end of file diff --git a/datasets/daymet-annual-hi/collection/description.md b/datasets/daymet-annual-hi/collection/description.md new file mode 100644 index 000000000..613149271 --- /dev/null +++ b/datasets/daymet-annual-hi/collection/description.md @@ -0,0 +1,8 @@ +Annual climate summaries derived from [Daymet](https://daymet.ornl.gov) Version 4 daily data at a 1 km x 1 km spatial resolution for five variables: minimum and maximum temperature, precipitation, vapor pressure, and snow water equivalent. Annual averages are provided for minimum and maximum temperature, vapor pressure, and snow water equivalent, and annual totals are provided for the precipitation variable. + +[Daymet](https://daymet.ornl.gov/) provides measurements of near-surface meteorological conditions; the main purpose is to provide data estimates where no instrumentation exists. The dataset covers the period from January 1, 1980 to the present. Each year is processed individually at the close of a calendar year. Data are in a Lambert conformal conic projection for North America and are distributed in Zarr and NetCDF formats, compliant with the [Climate and Forecast (CF) metadata conventions (version 1.6)](http://cfconventions.org/). + +Use the DOI at [https://doi.org/10.3334/ORNLDAAC/1852](https://doi.org/10.3334/ORNLDAAC/1852) to cite your usage of the data. + +This dataset provides coverage for Hawaii; North America and Puerto Rico are provided in [separate datasets](https://planetarycomputer.microsoft.com/dataset/group/daymet#annual). + diff --git a/datasets/daymet-annual-hi/collection/template.json b/datasets/daymet-annual-hi/collection/template.json new file mode 100644 index 000000000..40392f71c --- /dev/null +++ b/datasets/daymet-annual-hi/collection/template.json @@ -0,0 +1,610 @@ +{ + "type": "Collection", + "id": "daymet-annual-hi", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://science.nasa.gov/earth-science/earth-science-data/data-information-policy", + "title": "EOSDIS Data Use Policy" + }, + { + "rel": "cite-as", + "href": "https://doi.org/10.3334/ORNLDAAC/1852" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/daymet-annual-hi", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", + "https://stac-extensions.github.io/datacube/v2.0.0/schema.json" + ], + "sci:doi": "10.3334/ORNLDAAC/1852", + "sci:citation": "Thornton, M.M., R. Shrestha, Y. Wei, P.E. Thornton, S. Kao, and B.E. Wilson. 2020. Daymet: Annual Climate Summaries on a 1-km Grid for North America, Version 4. ORNL DAAC, Oak Ridge, Tennessee, USA. https://doi.org/10.3334/ORNLDAAC/1852", + "msft:group_id": "daymet", + "cube:variables": { + "vp": { + "type": "data", + "unit": "Pa", + "attrs": { + "units": "Pa", + "long_name": "annual average of daily average vapor pressure", + "cell_methods": "area: mean time: mean within days time: mean over days", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 41, + 584, + 284 + ], + "chunks": [ + 1, + 584, + 284 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "annual average of daily average vapor pressure" + }, + "lat": { + "type": "auxiliary", + "unit": "degrees_north", + "attrs": { + "units": "degrees_north", + "long_name": "latitude coordinate", + "standard_name": "latitude" + }, + "shape": [ + 584, + 284 + ], + "chunks": [ + 584, + 284 + ], + "dimensions": [ + "y", + "x" + ], + "description": "latitude coordinate" + }, + "lon": { + "type": "auxiliary", + "unit": "degrees_east", + "attrs": { + "units": "degrees_east", + "long_name": "longitude coordinate", + "standard_name": "longitude" + }, + "shape": [ + 584, + 284 + ], + "chunks": [ + 584, + 284 + ], + "dimensions": [ + "y", + "x" + ], + "description": "longitude coordinate" + }, + "swe": { + "type": "data", + "unit": "kg/m2", + "attrs": { + "units": "kg/m2", + "long_name": "annual average snow water equivalent", + "cell_methods": "area: mean time: sum within days time: mean over days", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 41, + 584, + 284 + ], + "chunks": [ + 1, + 584, + 284 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "annual average snow water equivalent" + }, + "prcp": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "long_name": "annual total precipitation", + "cell_methods": "area: mean time: sum within days time: sum over days", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 41, + 584, + 284 + ], + "chunks": [ + 1, + 584, + 284 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "annual total precipitation" + }, + "tmax": { + "type": "data", + "unit": "degrees C", + "attrs": { + "units": "degrees C", + "long_name": "annual average of daily maximum temperature", + "cell_methods": "area: mean time: maximum within days time: mean over days", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 41, + 584, + 284 + ], + "chunks": [ + 1, + 584, + 284 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "annual average of daily maximum temperature" + }, + "tmin": { + "type": "data", + "unit": "degrees C", + "attrs": { + "units": "degrees C", + "long_name": "annual average of daily minimum temperature", + "cell_methods": "area: mean time: minimum within days time: mean over days", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 41, + 584, + 284 + ], + "chunks": [ + 1, + 584, + 284 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "annual average of daily minimum temperature" + }, + "time_bnds": { + "type": "data", + "attrs": { + "time": "days since 1950-01-01 00:00:00" + }, + "shape": [ + 41, + 2 + ], + "chunks": [ + 1, + 2 + ], + "dimensions": [ + "time", + "nv" + ] + }, + "lambert_conformal_conic": { + "type": "data", + "attrs": { + "false_easting": 0.0, + "false_northing": 0.0, + "semi_major_axis": 6378137.0, + "grid_mapping_name": "lambert_conformal_conic", + "standard_parallel": [ + 25.0, + 60.0 + ], + "inverse_flattening": 298.257223563, + "latitude_of_projection_origin": 42.5, + "longitude_of_central_meridian": -100.0 + }, + "shape": [], + "dimensions": [] + } + }, + "msft:container": "daymet-zarr", + "cube:dimensions": { + "x": { + "axis": "x", + "step": 1000.0, + "type": "spatial", + "extent": [ + -5802250.0, + -5519250.0 + ], + "description": "x coordinate of projection", + "reference_system": { + "name": "undefined", + "type": "ProjectedCRS", + "$schema": "https://proj.org/schemas/v0.4/projjson.schema.json", + "base_crs": { + "name": "undefined", + "datum": { + "name": "undefined", + "type": "GeodeticReferenceFrame", + "ellipsoid": { + "name": "undefined", + "semi_major_axis": 6378137, + "inverse_flattening": 298.257223563 + } + }, + "coordinate_system": { + "axis": [ + { + "name": "Longitude", + "unit": "degree", + "direction": "east", + "abbreviation": "lon" + }, + { + "name": "Latitude", + "unit": "degree", + "direction": "north", + "abbreviation": "lat" + } + ], + "subtype": "ellipsoidal" + } + }, + "conversion": { + "name": "unknown", + "method": { + "id": { + "code": 9802, + "authority": "EPSG" + }, + "name": "Lambert Conic Conformal (2SP)" + }, + "parameters": [ + { + "id": { + "code": 8823, + "authority": "EPSG" + }, + "name": "Latitude of 1st standard parallel", + "unit": "degree", + "value": 25 + }, + { + "id": { + "code": 8824, + "authority": "EPSG" + }, + "name": "Latitude of 2nd standard parallel", + "unit": "degree", + "value": 60 + }, + { + "id": { + "code": 8821, + "authority": "EPSG" + }, + "name": "Latitude of false origin", + "unit": "degree", + "value": 42.5 + }, + { + "id": { + "code": 8822, + "authority": "EPSG" + }, + "name": "Longitude of false origin", + "unit": "degree", + "value": -100 + }, + { + "id": { + "code": 8826, + "authority": "EPSG" + }, + "name": "Easting at false origin", + "unit": "metre", + "value": 0 + }, + { + "id": { + "code": 8827, + "authority": "EPSG" + }, + "name": "Northing at false origin", + "unit": "metre", + "value": 0 + } + ] + }, + "coordinate_system": { + "axis": [ + { + "name": "Easting", + "unit": "metre", + "direction": "east", + "abbreviation": "E" + }, + { + "name": "Northing", + "unit": "metre", + "direction": "north", + "abbreviation": "N" + } + ], + "subtype": "Cartesian" + } + } + }, + "y": { + "axis": "y", + "step": -1000.0, + "type": "spatial", + "extent": [ + -622000.0, + -39000.0 + ], + "description": "y coordinate of projection", + "reference_system": { + "name": "undefined", + "type": "ProjectedCRS", + "$schema": "https://proj.org/schemas/v0.4/projjson.schema.json", + "base_crs": { + "name": "undefined", + "datum": { + "name": "undefined", + "type": "GeodeticReferenceFrame", + "ellipsoid": { + "name": "undefined", + "semi_major_axis": 6378137, + "inverse_flattening": 298.257223563 + } + }, + "coordinate_system": { + "axis": [ + { + "name": "Longitude", + "unit": "degree", + "direction": "east", + "abbreviation": "lon" + }, + { + "name": "Latitude", + "unit": "degree", + "direction": "north", + "abbreviation": "lat" + } + ], + "subtype": "ellipsoidal" + } + }, + "conversion": { + "name": "unknown", + "method": { + "id": { + "code": 9802, + "authority": "EPSG" + }, + "name": "Lambert Conic Conformal (2SP)" + }, + "parameters": [ + { + "id": { + "code": 8823, + "authority": "EPSG" + }, + "name": "Latitude of 1st standard parallel", + "unit": "degree", + "value": 25 + }, + { + "id": { + "code": 8824, + "authority": "EPSG" + }, + "name": "Latitude of 2nd standard parallel", + "unit": "degree", + "value": 60 + }, + { + "id": { + "code": 8821, + "authority": "EPSG" + }, + "name": "Latitude of false origin", + "unit": "degree", + "value": 42.5 + }, + { + "id": { + "code": 8822, + "authority": "EPSG" + }, + "name": "Longitude of false origin", + "unit": "degree", + "value": -100 + }, + { + "id": { + "code": 8826, + "authority": "EPSG" + }, + "name": "Easting at false origin", + "unit": "metre", + "value": 0 + }, + { + "id": { + "code": 8827, + "authority": "EPSG" + }, + "name": "Northing at false origin", + "unit": "metre", + "value": 0 + } + ] + }, + "coordinate_system": { + "axis": [ + { + "name": "Easting", + "unit": "metre", + "direction": "east", + "abbreviation": "E" + }, + { + "name": "Northing", + "unit": "metre", + "direction": "north", + "abbreviation": "N" + } + ], + "subtype": "Cartesian" + } + } + }, + "nv": { + "type": "count", + "values": [ + 0, + 1 + ], + "description": "Size of the 'time_bnds' variable." + }, + "time": { + "type": "temporal", + "extent": [ + "1980-07-01T12:00:00Z", + "2020-07-01T12:00:00Z" + ], + "description": "24-hour day based on local time" + } + }, + "msft:group_keys": [ + "annual", + "hawaii" + ], + "msft:storage_account": "daymeteuwest", + "msft:short_description": "Annual climate summaries on a 1-km grid for Hawaii", + "msft:region": "westeurope", + "title": "Daymet Annual Hawaii", + "extent": { + "spatial": { + "bbox": [ + [ + -160.3056, + 17.9539, + -154.772, + 23.5186 + ] + ] + }, + "temporal": { + "interval": [ + [ + "1980-07-01T12:00:00Z", + "2020-07-01T12:00:00Z" + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "Daymet", + "Hawaii", + "Temperature", + "Precipitation", + "Vapor Pressure", + "Climate" + ], + "providers": [ + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + }, + { + "name": "ORNL DAAC", + "roles": [ + "producer" + ], + "url": "https://doi.org/10.3334/ORNLDAAC/1852" + } + ], + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/daymet-annual-hi.png", + "type": "image/png", + "title": "Daymet annual Hawaii map thumbnail", + "roles": [ + "thumbnail" + ] + }, + "zarr-abfs": { + "href": "abfs://daymet-zarr/annual/hi.zarr", + "type": "application/vnd+zarr", + "title": "Annual Hawaii Daymet Azure Blob File System Zarr root", + "description": "Azure Blob File System of the annual Hawaii Daymet Zarr Group on Azure Blob Storage for use with adlfs.", + "xarray:open_kwargs": { + "consolidated": true + }, + "xarray:storage_options": { + "account_name": "daymeteuwest" + }, + "roles": [ + "data", + "zarr", + "abfs" + ] + }, + "zarr-https": { + "href": "https://daymeteuwest.blob.core.windows.net/daymet-zarr/annual/hi.zarr", + "type": "application/vnd+zarr", + "title": "Annual Hawaii Daymet HTTPS Zarr root", + "description": "HTTPS URI of the annual Hawaii Daymet Zarr Group on Azure Blob Storage.", + "xarray:open_kwargs": { + "consolidated": true + }, + "roles": [ + "data", + "zarr", + "https" + ] + } + } +} \ No newline at end of file diff --git a/datasets/daymet-annual-na/collection/description.md b/datasets/daymet-annual-na/collection/description.md new file mode 100644 index 000000000..613149271 --- /dev/null +++ b/datasets/daymet-annual-na/collection/description.md @@ -0,0 +1,8 @@ +Annual climate summaries derived from [Daymet](https://daymet.ornl.gov) Version 4 daily data at a 1 km x 1 km spatial resolution for five variables: minimum and maximum temperature, precipitation, vapor pressure, and snow water equivalent. Annual averages are provided for minimum and maximum temperature, vapor pressure, and snow water equivalent, and annual totals are provided for the precipitation variable. + +[Daymet](https://daymet.ornl.gov/) provides measurements of near-surface meteorological conditions; the main purpose is to provide data estimates where no instrumentation exists. The dataset covers the period from January 1, 1980 to the present. Each year is processed individually at the close of a calendar year. Data are in a Lambert conformal conic projection for North America and are distributed in Zarr and NetCDF formats, compliant with the [Climate and Forecast (CF) metadata conventions (version 1.6)](http://cfconventions.org/). + +Use the DOI at [https://doi.org/10.3334/ORNLDAAC/1852](https://doi.org/10.3334/ORNLDAAC/1852) to cite your usage of the data. + +This dataset provides coverage for Hawaii; North America and Puerto Rico are provided in [separate datasets](https://planetarycomputer.microsoft.com/dataset/group/daymet#annual). + diff --git a/datasets/daymet-annual-na/collection/template.json b/datasets/daymet-annual-na/collection/template.json new file mode 100644 index 000000000..0bef7f9f6 --- /dev/null +++ b/datasets/daymet-annual-na/collection/template.json @@ -0,0 +1,610 @@ +{ + "type": "Collection", + "id": "daymet-annual-na", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://science.nasa.gov/earth-science/earth-science-data/data-information-policy", + "title": "EOSDIS Data Use Policy" + }, + { + "rel": "cite-as", + "href": "https://doi.org/10.3334/ORNLDAAC/1852" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/daymet-annual-na", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", + "https://stac-extensions.github.io/datacube/v2.0.0/schema.json" + ], + "sci:doi": "10.3334/ORNLDAAC/1852", + "sci:citation": "Thornton, M.M., R. Shrestha, Y. Wei, P.E. Thornton, S. Kao, and B.E. Wilson. 2020. Daymet: Annual Climate Summaries on a 1-km Grid for North America, Version 4. ORNL DAAC, Oak Ridge, Tennessee, USA. https://doi.org/10.3334/ORNLDAAC/1852", + "msft:group_id": "daymet", + "cube:variables": { + "vp": { + "type": "data", + "unit": "Pa", + "attrs": { + "units": "Pa", + "long_name": "annual average of daily average vapor pressure", + "cell_methods": "area: mean time: mean within days time: mean over days", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 41, + 8075, + 7814 + ], + "chunks": [ + 1, + 8075, + 7814 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "annual average of daily average vapor pressure" + }, + "lat": { + "type": "auxiliary", + "unit": "degrees_north", + "attrs": { + "units": "degrees_north", + "long_name": "latitude coordinate", + "standard_name": "latitude" + }, + "shape": [ + 8075, + 7814 + ], + "chunks": [ + 8075, + 7814 + ], + "dimensions": [ + "y", + "x" + ], + "description": "latitude coordinate" + }, + "lon": { + "type": "auxiliary", + "unit": "degrees_east", + "attrs": { + "units": "degrees_east", + "long_name": "longitude coordinate", + "standard_name": "longitude" + }, + "shape": [ + 8075, + 7814 + ], + "chunks": [ + 8075, + 7814 + ], + "dimensions": [ + "y", + "x" + ], + "description": "longitude coordinate" + }, + "swe": { + "type": "data", + "unit": "kg/m2", + "attrs": { + "units": "kg/m2", + "long_name": "annual average snow water equivalent", + "cell_methods": "area: mean time: sum within days time: mean over days", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 41, + 8075, + 7814 + ], + "chunks": [ + 1, + 8075, + 7814 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "annual average snow water equivalent" + }, + "prcp": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "long_name": "annual total precipitation", + "cell_methods": "area: mean time: sum within days time: sum over days", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 41, + 8075, + 7814 + ], + "chunks": [ + 1, + 8075, + 7814 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "annual total precipitation" + }, + "tmax": { + "type": "data", + "unit": "degrees C", + "attrs": { + "units": "degrees C", + "long_name": "annual average of daily maximum temperature", + "cell_methods": "area: mean time: maximum within days time: mean over days", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 41, + 8075, + 7814 + ], + "chunks": [ + 1, + 8075, + 7814 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "annual average of daily maximum temperature" + }, + "tmin": { + "type": "data", + "unit": "degrees C", + "attrs": { + "units": "degrees C", + "long_name": "annual average of daily minimum temperature", + "cell_methods": "area: mean time: minimum within days time: mean over days", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 41, + 8075, + 7814 + ], + "chunks": [ + 1, + 8075, + 7814 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "annual average of daily minimum temperature" + }, + "time_bnds": { + "type": "data", + "attrs": { + "time": "days since 1950-01-01 00:00:00" + }, + "shape": [ + 41, + 2 + ], + "chunks": [ + 1, + 2 + ], + "dimensions": [ + "time", + "nv" + ] + }, + "lambert_conformal_conic": { + "type": "data", + "attrs": { + "false_easting": 0.0, + "false_northing": 0.0, + "semi_major_axis": 6378137.0, + "grid_mapping_name": "lambert_conformal_conic", + "standard_parallel": [ + 25.0, + 60.0 + ], + "inverse_flattening": 298.257223563, + "latitude_of_projection_origin": 42.5, + "longitude_of_central_meridian": -100.0 + }, + "shape": [], + "dimensions": [] + } + }, + "msft:container": "daymet-zarr", + "cube:dimensions": { + "x": { + "axis": "x", + "step": 1000.0, + "type": "spatial", + "extent": [ + -4560250.0, + 3252750.0 + ], + "description": "x coordinate of projection", + "reference_system": { + "name": "undefined", + "type": "ProjectedCRS", + "$schema": "https://proj.org/schemas/v0.4/projjson.schema.json", + "base_crs": { + "name": "undefined", + "datum": { + "name": "undefined", + "type": "GeodeticReferenceFrame", + "ellipsoid": { + "name": "undefined", + "semi_major_axis": 6378137, + "inverse_flattening": 298.257223563 + } + }, + "coordinate_system": { + "axis": [ + { + "name": "Longitude", + "unit": "degree", + "direction": "east", + "abbreviation": "lon" + }, + { + "name": "Latitude", + "unit": "degree", + "direction": "north", + "abbreviation": "lat" + } + ], + "subtype": "ellipsoidal" + } + }, + "conversion": { + "name": "unknown", + "method": { + "id": { + "code": 9802, + "authority": "EPSG" + }, + "name": "Lambert Conic Conformal (2SP)" + }, + "parameters": [ + { + "id": { + "code": 8823, + "authority": "EPSG" + }, + "name": "Latitude of 1st standard parallel", + "unit": "degree", + "value": 25 + }, + { + "id": { + "code": 8824, + "authority": "EPSG" + }, + "name": "Latitude of 2nd standard parallel", + "unit": "degree", + "value": 60 + }, + { + "id": { + "code": 8821, + "authority": "EPSG" + }, + "name": "Latitude of false origin", + "unit": "degree", + "value": 42.5 + }, + { + "id": { + "code": 8822, + "authority": "EPSG" + }, + "name": "Longitude of false origin", + "unit": "degree", + "value": -100 + }, + { + "id": { + "code": 8826, + "authority": "EPSG" + }, + "name": "Easting at false origin", + "unit": "metre", + "value": 0 + }, + { + "id": { + "code": 8827, + "authority": "EPSG" + }, + "name": "Northing at false origin", + "unit": "metre", + "value": 0 + } + ] + }, + "coordinate_system": { + "axis": [ + { + "name": "Easting", + "unit": "metre", + "direction": "east", + "abbreviation": "E" + }, + { + "name": "Northing", + "unit": "metre", + "direction": "north", + "abbreviation": "N" + } + ], + "subtype": "Cartesian" + } + } + }, + "y": { + "axis": "y", + "step": -1000.0, + "type": "spatial", + "extent": [ + -3090000.0, + 4984000.0 + ], + "description": "y coordinate of projection", + "reference_system": { + "name": "undefined", + "type": "ProjectedCRS", + "$schema": "https://proj.org/schemas/v0.4/projjson.schema.json", + "base_crs": { + "name": "undefined", + "datum": { + "name": "undefined", + "type": "GeodeticReferenceFrame", + "ellipsoid": { + "name": "undefined", + "semi_major_axis": 6378137, + "inverse_flattening": 298.257223563 + } + }, + "coordinate_system": { + "axis": [ + { + "name": "Longitude", + "unit": "degree", + "direction": "east", + "abbreviation": "lon" + }, + { + "name": "Latitude", + "unit": "degree", + "direction": "north", + "abbreviation": "lat" + } + ], + "subtype": "ellipsoidal" + } + }, + "conversion": { + "name": "unknown", + "method": { + "id": { + "code": 9802, + "authority": "EPSG" + }, + "name": "Lambert Conic Conformal (2SP)" + }, + "parameters": [ + { + "id": { + "code": 8823, + "authority": "EPSG" + }, + "name": "Latitude of 1st standard parallel", + "unit": "degree", + "value": 25 + }, + { + "id": { + "code": 8824, + "authority": "EPSG" + }, + "name": "Latitude of 2nd standard parallel", + "unit": "degree", + "value": 60 + }, + { + "id": { + "code": 8821, + "authority": "EPSG" + }, + "name": "Latitude of false origin", + "unit": "degree", + "value": 42.5 + }, + { + "id": { + "code": 8822, + "authority": "EPSG" + }, + "name": "Longitude of false origin", + "unit": "degree", + "value": -100 + }, + { + "id": { + "code": 8826, + "authority": "EPSG" + }, + "name": "Easting at false origin", + "unit": "metre", + "value": 0 + }, + { + "id": { + "code": 8827, + "authority": "EPSG" + }, + "name": "Northing at false origin", + "unit": "metre", + "value": 0 + } + ] + }, + "coordinate_system": { + "axis": [ + { + "name": "Easting", + "unit": "metre", + "direction": "east", + "abbreviation": "E" + }, + { + "name": "Northing", + "unit": "metre", + "direction": "north", + "abbreviation": "N" + } + ], + "subtype": "Cartesian" + } + } + }, + "nv": { + "type": "count", + "values": [ + 0, + 1 + ], + "description": "Size of the 'time_bnds' variable." + }, + "time": { + "type": "temporal", + "extent": [ + "1980-07-01T12:00:00Z", + "2020-07-01T12:00:00Z" + ], + "description": "24-hour day based on local time" + } + }, + "msft:group_keys": [ + "annual", + "north america" + ], + "msft:storage_account": "daymeteuwest", + "msft:short_description": "Annual climate summaries on a 1-km grid for North America", + "msft:region": "westeurope", + "title": "Daymet Annual North America", + "extent": { + "spatial": { + "bbox": [ + [ + -178.1333, + 14.0749, + -53.0567, + 82.9143 + ] + ] + }, + "temporal": { + "interval": [ + [ + "1980-07-01T12:00:00Z", + "2020-07-01T12:00:00Z" + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "Daymet", + "North America", + "Temperature", + "Precipitation", + "Vapor Pressure", + "Climate" + ], + "providers": [ + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + }, + { + "name": "ORNL DAAC", + "roles": [ + "producer" + ], + "url": "https://doi.org/10.3334/ORNLDAAC/1852" + } + ], + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/daymet-annual-na.png", + "type": "image/png", + "title": "Daymet annual North America map thumbnail", + "roles": [ + "thumbnail" + ] + }, + "zarr-abfs": { + "href": "abfs://daymet-zarr/annual/na.zarr", + "type": "application/vnd+zarr", + "title": "Annual North America Daymet Azure Blob File System Zarr root", + "description": "Azure Blob File System of the annual North America Daymet Zarr Group on Azure Blob Storage for use with adlfs.", + "xarray:open_kwargs": { + "consolidated": true + }, + "xarray:storage_options": { + "account_name": "daymeteuwest" + }, + "roles": [ + "data", + "zarr", + "abfs" + ] + }, + "zarr-https": { + "href": "https://daymeteuwest.blob.core.windows.net/daymet-zarr/annual/na.zarr", + "type": "application/vnd+zarr", + "title": "Annual North America Daymet HTTPS Zarr root", + "description": "HTTPS URI of the annual North America Daymet Zarr Group on Azure Blob Storage.", + "xarray:open_kwargs": { + "consolidated": true + }, + "roles": [ + "data", + "zarr", + "https" + ] + } + } +} \ No newline at end of file diff --git a/datasets/daymet-annual-pr/collection/description.md b/datasets/daymet-annual-pr/collection/description.md new file mode 100644 index 000000000..613149271 --- /dev/null +++ b/datasets/daymet-annual-pr/collection/description.md @@ -0,0 +1,8 @@ +Annual climate summaries derived from [Daymet](https://daymet.ornl.gov) Version 4 daily data at a 1 km x 1 km spatial resolution for five variables: minimum and maximum temperature, precipitation, vapor pressure, and snow water equivalent. Annual averages are provided for minimum and maximum temperature, vapor pressure, and snow water equivalent, and annual totals are provided for the precipitation variable. + +[Daymet](https://daymet.ornl.gov/) provides measurements of near-surface meteorological conditions; the main purpose is to provide data estimates where no instrumentation exists. The dataset covers the period from January 1, 1980 to the present. Each year is processed individually at the close of a calendar year. Data are in a Lambert conformal conic projection for North America and are distributed in Zarr and NetCDF formats, compliant with the [Climate and Forecast (CF) metadata conventions (version 1.6)](http://cfconventions.org/). + +Use the DOI at [https://doi.org/10.3334/ORNLDAAC/1852](https://doi.org/10.3334/ORNLDAAC/1852) to cite your usage of the data. + +This dataset provides coverage for Hawaii; North America and Puerto Rico are provided in [separate datasets](https://planetarycomputer.microsoft.com/dataset/group/daymet#annual). + diff --git a/datasets/daymet-annual-pr/collection/template.json b/datasets/daymet-annual-pr/collection/template.json new file mode 100644 index 000000000..90702c309 --- /dev/null +++ b/datasets/daymet-annual-pr/collection/template.json @@ -0,0 +1,610 @@ +{ + "type": "Collection", + "id": "daymet-annual-pr", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://science.nasa.gov/earth-science/earth-science-data/data-information-policy", + "title": "EOSDIS Data Use Policy" + }, + { + "rel": "cite-as", + "href": "https://doi.org/10.3334/ORNLDAAC/1852" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/daymet-annual-pr", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", + "https://stac-extensions.github.io/datacube/v2.0.0/schema.json" + ], + "sci:doi": "10.3334/ORNLDAAC/1852", + "sci:citation": "Thornton, M.M., R. Shrestha, Y. Wei, P.E. Thornton, S. Kao, and B.E. Wilson. 2020. Daymet: Annual Climate Summaries on a 1-km Grid for North America, Version 4. ORNL DAAC, Oak Ridge, Tennessee, USA. https://doi.org/10.3334/ORNLDAAC/1852", + "msft:group_id": "daymet", + "cube:variables": { + "vp": { + "type": "data", + "unit": "Pa", + "attrs": { + "units": "Pa", + "long_name": "annual average of daily average vapor pressure", + "cell_methods": "area: mean time: mean within days time: mean over days", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 41, + 231, + 364 + ], + "chunks": [ + 1, + 231, + 364 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "annual average of daily average vapor pressure" + }, + "lat": { + "type": "auxiliary", + "unit": "degrees_north", + "attrs": { + "units": "degrees_north", + "long_name": "latitude coordinate", + "standard_name": "latitude" + }, + "shape": [ + 231, + 364 + ], + "chunks": [ + 231, + 364 + ], + "dimensions": [ + "y", + "x" + ], + "description": "latitude coordinate" + }, + "lon": { + "type": "auxiliary", + "unit": "degrees_east", + "attrs": { + "units": "degrees_east", + "long_name": "longitude coordinate", + "standard_name": "longitude" + }, + "shape": [ + 231, + 364 + ], + "chunks": [ + 231, + 364 + ], + "dimensions": [ + "y", + "x" + ], + "description": "longitude coordinate" + }, + "swe": { + "type": "data", + "unit": "kg/m2", + "attrs": { + "units": "kg/m2", + "long_name": "annual average snow water equivalent", + "cell_methods": "area: mean time: sum within days time: mean over days", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 41, + 231, + 364 + ], + "chunks": [ + 1, + 231, + 364 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "annual average snow water equivalent" + }, + "prcp": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "long_name": "annual total precipitation", + "cell_methods": "area: mean time: sum within days time: sum over days", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 41, + 231, + 364 + ], + "chunks": [ + 1, + 231, + 364 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "annual total precipitation" + }, + "tmax": { + "type": "data", + "unit": "degrees C", + "attrs": { + "units": "degrees C", + "long_name": "annual average of daily maximum temperature", + "cell_methods": "area: mean time: maximum within days time: mean over days", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 41, + 231, + 364 + ], + "chunks": [ + 1, + 231, + 364 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "annual average of daily maximum temperature" + }, + "tmin": { + "type": "data", + "unit": "degrees C", + "attrs": { + "units": "degrees C", + "long_name": "annual average of daily minimum temperature", + "cell_methods": "area: mean time: minimum within days time: mean over days", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 41, + 231, + 364 + ], + "chunks": [ + 1, + 231, + 364 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "annual average of daily minimum temperature" + }, + "time_bnds": { + "type": "data", + "attrs": { + "time": "days since 1950-01-01 00:00:00" + }, + "shape": [ + 41, + 2 + ], + "chunks": [ + 1, + 2 + ], + "dimensions": [ + "time", + "nv" + ] + }, + "lambert_conformal_conic": { + "type": "data", + "attrs": { + "false_easting": 0.0, + "false_northing": 0.0, + "semi_major_axis": 6378137.0, + "grid_mapping_name": "lambert_conformal_conic", + "standard_parallel": [ + 25.0, + 60.0 + ], + "inverse_flattening": 298.257223563, + "latitude_of_projection_origin": 42.5, + "longitude_of_central_meridian": -100.0 + }, + "shape": [], + "dimensions": [] + } + }, + "msft:container": "daymet-zarr", + "cube:dimensions": { + "x": { + "axis": "x", + "step": 1000.0, + "type": "spatial", + "extent": [ + 3445750.0, + 3808750.0 + ], + "description": "x coordinate of projection", + "reference_system": { + "name": "undefined", + "type": "ProjectedCRS", + "$schema": "https://proj.org/schemas/v0.4/projjson.schema.json", + "base_crs": { + "name": "undefined", + "datum": { + "name": "undefined", + "type": "GeodeticReferenceFrame", + "ellipsoid": { + "name": "undefined", + "semi_major_axis": 6378137, + "inverse_flattening": 298.257223563 + } + }, + "coordinate_system": { + "axis": [ + { + "name": "Longitude", + "unit": "degree", + "direction": "east", + "abbreviation": "lon" + }, + { + "name": "Latitude", + "unit": "degree", + "direction": "north", + "abbreviation": "lat" + } + ], + "subtype": "ellipsoidal" + } + }, + "conversion": { + "name": "unknown", + "method": { + "id": { + "code": 9802, + "authority": "EPSG" + }, + "name": "Lambert Conic Conformal (2SP)" + }, + "parameters": [ + { + "id": { + "code": 8823, + "authority": "EPSG" + }, + "name": "Latitude of 1st standard parallel", + "unit": "degree", + "value": 25 + }, + { + "id": { + "code": 8824, + "authority": "EPSG" + }, + "name": "Latitude of 2nd standard parallel", + "unit": "degree", + "value": 60 + }, + { + "id": { + "code": 8821, + "authority": "EPSG" + }, + "name": "Latitude of false origin", + "unit": "degree", + "value": 42.5 + }, + { + "id": { + "code": 8822, + "authority": "EPSG" + }, + "name": "Longitude of false origin", + "unit": "degree", + "value": -100 + }, + { + "id": { + "code": 8826, + "authority": "EPSG" + }, + "name": "Easting at false origin", + "unit": "metre", + "value": 0 + }, + { + "id": { + "code": 8827, + "authority": "EPSG" + }, + "name": "Northing at false origin", + "unit": "metre", + "value": 0 + } + ] + }, + "coordinate_system": { + "axis": [ + { + "name": "Easting", + "unit": "metre", + "direction": "east", + "abbreviation": "E" + }, + { + "name": "Northing", + "unit": "metre", + "direction": "north", + "abbreviation": "N" + } + ], + "subtype": "Cartesian" + } + } + }, + "y": { + "axis": "y", + "step": -1000.0, + "type": "spatial", + "extent": [ + -1995000.0, + -1765000.0 + ], + "description": "y coordinate of projection", + "reference_system": { + "name": "undefined", + "type": "ProjectedCRS", + "$schema": "https://proj.org/schemas/v0.4/projjson.schema.json", + "base_crs": { + "name": "undefined", + "datum": { + "name": "undefined", + "type": "GeodeticReferenceFrame", + "ellipsoid": { + "name": "undefined", + "semi_major_axis": 6378137, + "inverse_flattening": 298.257223563 + } + }, + "coordinate_system": { + "axis": [ + { + "name": "Longitude", + "unit": "degree", + "direction": "east", + "abbreviation": "lon" + }, + { + "name": "Latitude", + "unit": "degree", + "direction": "north", + "abbreviation": "lat" + } + ], + "subtype": "ellipsoidal" + } + }, + "conversion": { + "name": "unknown", + "method": { + "id": { + "code": 9802, + "authority": "EPSG" + }, + "name": "Lambert Conic Conformal (2SP)" + }, + "parameters": [ + { + "id": { + "code": 8823, + "authority": "EPSG" + }, + "name": "Latitude of 1st standard parallel", + "unit": "degree", + "value": 25 + }, + { + "id": { + "code": 8824, + "authority": "EPSG" + }, + "name": "Latitude of 2nd standard parallel", + "unit": "degree", + "value": 60 + }, + { + "id": { + "code": 8821, + "authority": "EPSG" + }, + "name": "Latitude of false origin", + "unit": "degree", + "value": 42.5 + }, + { + "id": { + "code": 8822, + "authority": "EPSG" + }, + "name": "Longitude of false origin", + "unit": "degree", + "value": -100 + }, + { + "id": { + "code": 8826, + "authority": "EPSG" + }, + "name": "Easting at false origin", + "unit": "metre", + "value": 0 + }, + { + "id": { + "code": 8827, + "authority": "EPSG" + }, + "name": "Northing at false origin", + "unit": "metre", + "value": 0 + } + ] + }, + "coordinate_system": { + "axis": [ + { + "name": "Easting", + "unit": "metre", + "direction": "east", + "abbreviation": "E" + }, + { + "name": "Northing", + "unit": "metre", + "direction": "north", + "abbreviation": "N" + } + ], + "subtype": "Cartesian" + } + } + }, + "nv": { + "type": "count", + "values": [ + 0, + 1 + ], + "description": "Size of the 'time_bnds' variable." + }, + "time": { + "type": "temporal", + "extent": [ + "1980-07-01T12:00:00Z", + "2020-07-01T12:00:00Z" + ], + "description": "24-hour day based on local time" + } + }, + "msft:group_keys": [ + "annual", + "puerto rico" + ], + "msft:storage_account": "daymeteuwest", + "msft:short_description": "Annual climate summaries on a 1-km grid for Puerto Rico", + "msft:region": "westeurope", + "title": "Daymet Annual Puerto Rico", + "extent": { + "spatial": { + "bbox": [ + [ + -67.9927, + 16.8444, + -64.1196, + 19.9382 + ] + ] + }, + "temporal": { + "interval": [ + [ + "1980-07-01T12:00:00Z", + "2020-07-01T12:00:00Z" + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "Daymet", + "Puerto Rico", + "Temperature", + "Precipitation", + "Vapor Pressure", + "Climate" + ], + "providers": [ + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + }, + { + "name": "ORNL DAAC", + "roles": [ + "producer" + ], + "url": "https://doi.org/10.3334/ORNLDAAC/1852" + } + ], + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/daymet-annual-pr.png", + "type": "image/png", + "title": "Daymet annual Puerto Rico map thumbnail", + "roles": [ + "thumbnail" + ] + }, + "zarr-abfs": { + "href": "abfs://daymet-zarr/annual/pr.zarr", + "type": "application/vnd+zarr", + "title": "Annual Puerto Rico Daymet Azure Blob File System Zarr root", + "description": "Azure Blob File System of the annual Puerto Rico Daymet Zarr Group on Azure Blob Storage for use with adlfs.", + "xarray:open_kwargs": { + "consolidated": true + }, + "xarray:storage_options": { + "account_name": "daymeteuwest" + }, + "roles": [ + "data", + "zarr", + "abfs" + ] + }, + "zarr-https": { + "href": "https://daymeteuwest.blob.core.windows.net/daymet-zarr/annual/pr.zarr", + "type": "application/vnd+zarr", + "title": "Annual Puerto Rico Daymet HTTPS Zarr root", + "description": "HTTPS URI of the annual Puerto Rico Daymet Zarr Group on Azure Blob Storage.", + "xarray:open_kwargs": { + "consolidated": true + }, + "roles": [ + "data", + "zarr", + "https" + ] + } + } +} \ No newline at end of file diff --git a/datasets/daymet-daily-hi/collection/description.md b/datasets/daymet-daily-hi/collection/description.md new file mode 100644 index 000000000..7822d109c --- /dev/null +++ b/datasets/daymet-daily-hi/collection/description.md @@ -0,0 +1,8 @@ +Gridded estimates of daily weather parameters. [Daymet](https://daymet.ornl.gov) Version 4 variables include the following parameters: minimum temperature, maximum temperature, precipitation, shortwave radiation, vapor pressure, snow water equivalent, and day length. + +[Daymet](https://daymet.ornl.gov/) provides measurements of near-surface meteorological conditions; the main purpose is to provide data estimates where no instrumentation exists. The dataset covers the period from January 1, 1980 to the present. Each year is processed individually at the close of a calendar year. Data are in a Lambert conformal conic projection for North America and are distributed in Zarr and NetCDF formats, compliant with the [Climate and Forecast (CF) metadata conventions (version 1.6)](http://cfconventions.org/). + +Use the DOI at [https://doi.org/10.3334/ORNLDAAC/1840](https://doi.org/10.3334/ORNLDAAC/1840) to cite your usage of the data. + +This dataset provides coverage for Hawaii; North America and Puerto Rico are provided in [separate datasets](https://planetarycomputer.microsoft.com/dataset/group/daymet#daily). + diff --git a/datasets/daymet-daily-hi/collection/template.json b/datasets/daymet-daily-hi/collection/template.json new file mode 100644 index 000000000..c4c55a469 --- /dev/null +++ b/datasets/daymet-daily-hi/collection/template.json @@ -0,0 +1,676 @@ +{ + "type": "Collection", + "id": "daymet-daily-hi", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://science.nasa.gov/earth-science/earth-science-data/data-information-policy", + "title": "EOSDIS Data Use Policy" + }, + { + "rel": "cite-as", + "href": "https://doi.org/10.3334/ORNLDAAC/1840" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/daymet-daily-hi", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", + "https://stac-extensions.github.io/datacube/v2.0.0/schema.json" + ], + "sci:doi": "10.3334/ORNLDAAC/1840", + "sci:citation": "Thornton, M.M., R. Shrestha, P.E. Thornton, S. Kao, Y. Wei, and B.E. Wilson. 2021. Daymet Version 4 Monthly Latency: Daily Surface Weather Data. ORNL DAAC, Oak Ridge, Tennessee, USA. https://doi.org/10.3334/ORNLDAAC/1904", + "msft:group_id": "daymet", + "cube:variables": { + "vp": { + "type": "data", + "unit": "Pa", + "attrs": { + "units": "Pa", + "long_name": "daily average vapor pressure", + "cell_methods": "area: mean time: mean", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 14965, + 584, + 284 + ], + "chunks": [ + 365, + 584, + 284 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "daily average vapor pressure" + }, + "lat": { + "type": "auxiliary", + "unit": "degrees_north", + "attrs": { + "units": "degrees_north", + "long_name": "latitude coordinate", + "standard_name": "latitude" + }, + "shape": [ + 584, + 284 + ], + "chunks": [ + 584, + 284 + ], + "dimensions": [ + "y", + "x" + ], + "description": "latitude coordinate" + }, + "lon": { + "type": "auxiliary", + "unit": "degrees_east", + "attrs": { + "units": "degrees_east", + "long_name": "longitude coordinate", + "standard_name": "longitude" + }, + "shape": [ + 584, + 284 + ], + "chunks": [ + 584, + 284 + ], + "dimensions": [ + "y", + "x" + ], + "description": "longitude coordinate" + }, + "swe": { + "type": "data", + "unit": "kg/m2", + "attrs": { + "units": "kg/m2", + "long_name": "snow water equivalent", + "cell_methods": "area: mean time: mean", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 14965, + 584, + 284 + ], + "chunks": [ + 365, + 584, + 284 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "snow water equivalent" + }, + "dayl": { + "type": "data", + "unit": "s", + "attrs": { + "units": "s", + "long_name": "daylength", + "cell_methods": "area: mean", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 14965, + 584, + 284 + ], + "chunks": [ + 365, + 584, + 284 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "daylength" + }, + "prcp": { + "type": "data", + "unit": "mm/day", + "attrs": { + "units": "mm/day", + "long_name": "daily total precipitation", + "cell_methods": "area: mean time: sum", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 14965, + 584, + 284 + ], + "chunks": [ + 365, + 584, + 284 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "daily total precipitation" + }, + "srad": { + "type": "data", + "unit": "W/m2", + "attrs": { + "units": "W/m2", + "long_name": "daylight average incident shortwave radiation", + "cell_methods": "area: mean time: mean", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 14965, + 584, + 284 + ], + "chunks": [ + 365, + 584, + 284 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "daylight average incident shortwave radiation" + }, + "tmax": { + "type": "data", + "unit": "degrees C", + "attrs": { + "units": "degrees C", + "long_name": "daily maximum temperature", + "cell_methods": "area: mean time: maximum", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 14965, + 584, + 284 + ], + "chunks": [ + 365, + 584, + 284 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "daily maximum temperature" + }, + "tmin": { + "type": "data", + "unit": "degrees C", + "attrs": { + "units": "degrees C", + "long_name": "daily minimum temperature", + "cell_methods": "area: mean time: minimum", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 14965, + 584, + 284 + ], + "chunks": [ + 365, + 584, + 284 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "daily minimum temperature" + }, + "yearday": { + "type": "data", + "attrs": { + "long_name": "day of year (DOY) starting with day 1 on January 1st" + }, + "shape": [ + 14965 + ], + "chunks": [ + 365 + ], + "dimensions": [ + "time" + ], + "description": "day of year (DOY) starting with day 1 on January 1st" + }, + "time_bnds": { + "type": "data", + "attrs": {}, + "shape": [ + 14965, + 2 + ], + "chunks": [ + 365, + 2 + ], + "dimensions": [ + "time", + "nv" + ] + }, + "lambert_conformal_conic": { + "type": "data", + "attrs": { + "false_easting": 0.0, + "false_northing": 0.0, + "semi_major_axis": 6378137.0, + "grid_mapping_name": "lambert_conformal_conic", + "standard_parallel": [ + 25.0, + 60.0 + ], + "inverse_flattening": 298.257223563, + "latitude_of_projection_origin": 42.5, + "longitude_of_central_meridian": -100.0 + }, + "shape": [], + "dimensions": [] + } + }, + "msft:container": "daymet-zarr", + "cube:dimensions": { + "x": { + "axis": "x", + "step": 1000.0, + "type": "spatial", + "extent": [ + -5802250.0, + -5519250.0 + ], + "description": "x coordinate of projection", + "reference_system": { + "name": "undefined", + "type": "ProjectedCRS", + "$schema": "https://proj.org/schemas/v0.4/projjson.schema.json", + "base_crs": { + "name": "undefined", + "datum": { + "name": "undefined", + "type": "GeodeticReferenceFrame", + "ellipsoid": { + "name": "undefined", + "semi_major_axis": 6378137, + "inverse_flattening": 298.257223563 + } + }, + "coordinate_system": { + "axis": [ + { + "name": "Longitude", + "unit": "degree", + "direction": "east", + "abbreviation": "lon" + }, + { + "name": "Latitude", + "unit": "degree", + "direction": "north", + "abbreviation": "lat" + } + ], + "subtype": "ellipsoidal" + } + }, + "conversion": { + "name": "unknown", + "method": { + "id": { + "code": 9802, + "authority": "EPSG" + }, + "name": "Lambert Conic Conformal (2SP)" + }, + "parameters": [ + { + "id": { + "code": 8823, + "authority": "EPSG" + }, + "name": "Latitude of 1st standard parallel", + "unit": "degree", + "value": 25 + }, + { + "id": { + "code": 8824, + "authority": "EPSG" + }, + "name": "Latitude of 2nd standard parallel", + "unit": "degree", + "value": 60 + }, + { + "id": { + "code": 8821, + "authority": "EPSG" + }, + "name": "Latitude of false origin", + "unit": "degree", + "value": 42.5 + }, + { + "id": { + "code": 8822, + "authority": "EPSG" + }, + "name": "Longitude of false origin", + "unit": "degree", + "value": -100 + }, + { + "id": { + "code": 8826, + "authority": "EPSG" + }, + "name": "Easting at false origin", + "unit": "metre", + "value": 0 + }, + { + "id": { + "code": 8827, + "authority": "EPSG" + }, + "name": "Northing at false origin", + "unit": "metre", + "value": 0 + } + ] + }, + "coordinate_system": { + "axis": [ + { + "name": "Easting", + "unit": "metre", + "direction": "east", + "abbreviation": "E" + }, + { + "name": "Northing", + "unit": "metre", + "direction": "north", + "abbreviation": "N" + } + ], + "subtype": "Cartesian" + } + } + }, + "y": { + "axis": "y", + "step": -1000.0, + "type": "spatial", + "extent": [ + -622000.0, + -39000.0 + ], + "description": "y coordinate of projection", + "reference_system": { + "name": "undefined", + "type": "ProjectedCRS", + "$schema": "https://proj.org/schemas/v0.4/projjson.schema.json", + "base_crs": { + "name": "undefined", + "datum": { + "name": "undefined", + "type": "GeodeticReferenceFrame", + "ellipsoid": { + "name": "undefined", + "semi_major_axis": 6378137, + "inverse_flattening": 298.257223563 + } + }, + "coordinate_system": { + "axis": [ + { + "name": "Longitude", + "unit": "degree", + "direction": "east", + "abbreviation": "lon" + }, + { + "name": "Latitude", + "unit": "degree", + "direction": "north", + "abbreviation": "lat" + } + ], + "subtype": "ellipsoidal" + } + }, + "conversion": { + "name": "unknown", + "method": { + "id": { + "code": 9802, + "authority": "EPSG" + }, + "name": "Lambert Conic Conformal (2SP)" + }, + "parameters": [ + { + "id": { + "code": 8823, + "authority": "EPSG" + }, + "name": "Latitude of 1st standard parallel", + "unit": "degree", + "value": 25 + }, + { + "id": { + "code": 8824, + "authority": "EPSG" + }, + "name": "Latitude of 2nd standard parallel", + "unit": "degree", + "value": 60 + }, + { + "id": { + "code": 8821, + "authority": "EPSG" + }, + "name": "Latitude of false origin", + "unit": "degree", + "value": 42.5 + }, + { + "id": { + "code": 8822, + "authority": "EPSG" + }, + "name": "Longitude of false origin", + "unit": "degree", + "value": -100 + }, + { + "id": { + "code": 8826, + "authority": "EPSG" + }, + "name": "Easting at false origin", + "unit": "metre", + "value": 0 + }, + { + "id": { + "code": 8827, + "authority": "EPSG" + }, + "name": "Northing at false origin", + "unit": "metre", + "value": 0 + } + ] + }, + "coordinate_system": { + "axis": [ + { + "name": "Easting", + "unit": "metre", + "direction": "east", + "abbreviation": "E" + }, + { + "name": "Northing", + "unit": "metre", + "direction": "north", + "abbreviation": "N" + } + ], + "subtype": "Cartesian" + } + } + }, + "nv": { + "type": "count", + "values": [ + 0, + 1 + ], + "description": "Size of the 'time_bnds' variable." + }, + "time": { + "type": "temporal", + "extent": [ + "1980-01-01T12:00:00Z", + "2020-12-30T12:00:00Z" + ], + "description": "24-hour day based on local time" + } + }, + "msft:group_keys": [ + "daily", + "hawaii" + ], + "msft:storage_account": "daymeteuwest", + "msft:short_description": "Daily surface weather data on a 1-km grid for Hawaii", + "msft:region": "westeurope", + "title": "Daymet Daily Hawaii", + "extent": { + "spatial": { + "bbox": [ + [ + -160.3056, + 17.9539, + -154.772, + 23.5186 + ] + ] + }, + "temporal": { + "interval": [ + [ + "1980-01-01T12:00:00Z", + "2020-12-30T12:00:00Z" + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "Daymet", + "Hawaii", + "Temperature", + "Precipitation", + "Vapor Pressure", + "Weather" + ], + "providers": [ + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + }, + { + "name": "ORNL DAAC", + "roles": [ + "producer" + ], + "url": "https://doi.org/10.3334/ORNLDAAC/1840" + } + ], + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/daymet-daily-hi.png", + "type": "image/png", + "title": "Daymet daily Hawaii map thumbnail", + "roles": [ + "thumbnail" + ] + }, + "zarr-abfs": { + "href": "abfs://daymet-zarr/daily/hi.zarr", + "type": "application/vnd+zarr", + "title": "Daily Hawaii Daymet Azure Blob File System Zarr root", + "description": "Azure Blob File System of the daily Hawaii Daymet Zarr Group on Azure Blob Storage for use with adlfs.", + "xarray:open_kwargs": { + "consolidated": true + }, + "xarray:storage_options": { + "account_name": "daymeteuwest" + }, + "roles": [ + "data", + "zarr", + "abfs" + ] + }, + "zarr-https": { + "href": "https://daymeteuwest.blob.core.windows.net/daymet-zarr/daily/hi.zarr", + "type": "application/vnd+zarr", + "title": "Daily Hawaii Daymet HTTPS Zarr root", + "description": "HTTPS URI of the daily Hawaii Daymet Zarr Group on Azure Blob Storage.", + "xarray:open_kwargs": { + "consolidated": true + }, + "roles": [ + "data", + "zarr", + "https" + ] + } + } +} \ No newline at end of file diff --git a/datasets/daymet-daily-na/collection/description.md b/datasets/daymet-daily-na/collection/description.md new file mode 100644 index 000000000..7822d109c --- /dev/null +++ b/datasets/daymet-daily-na/collection/description.md @@ -0,0 +1,8 @@ +Gridded estimates of daily weather parameters. [Daymet](https://daymet.ornl.gov) Version 4 variables include the following parameters: minimum temperature, maximum temperature, precipitation, shortwave radiation, vapor pressure, snow water equivalent, and day length. + +[Daymet](https://daymet.ornl.gov/) provides measurements of near-surface meteorological conditions; the main purpose is to provide data estimates where no instrumentation exists. The dataset covers the period from January 1, 1980 to the present. Each year is processed individually at the close of a calendar year. Data are in a Lambert conformal conic projection for North America and are distributed in Zarr and NetCDF formats, compliant with the [Climate and Forecast (CF) metadata conventions (version 1.6)](http://cfconventions.org/). + +Use the DOI at [https://doi.org/10.3334/ORNLDAAC/1840](https://doi.org/10.3334/ORNLDAAC/1840) to cite your usage of the data. + +This dataset provides coverage for Hawaii; North America and Puerto Rico are provided in [separate datasets](https://planetarycomputer.microsoft.com/dataset/group/daymet#daily). + diff --git a/datasets/daymet-daily-na/collection/template.json b/datasets/daymet-daily-na/collection/template.json new file mode 100644 index 000000000..f45695f42 --- /dev/null +++ b/datasets/daymet-daily-na/collection/template.json @@ -0,0 +1,676 @@ +{ + "type": "Collection", + "id": "daymet-daily-na", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://science.nasa.gov/earth-science/earth-science-data/data-information-policy", + "title": "EOSDIS Data Use Policy" + }, + { + "rel": "cite-as", + "href": "https://doi.org/10.3334/ORNLDAAC/1840" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/daymet-daily-na", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", + "https://stac-extensions.github.io/datacube/v2.0.0/schema.json" + ], + "sci:doi": "10.3334/ORNLDAAC/1840", + "sci:citation": "Thornton, M.M., R. Shrestha, P.E. Thornton, S. Kao, Y. Wei, and B.E. Wilson. 2021. Daymet Version 4 Monthly Latency: Daily Surface Weather Data. ORNL DAAC, Oak Ridge, Tennessee, USA. https://doi.org/10.3334/ORNLDAAC/1904", + "msft:group_id": "daymet", + "cube:variables": { + "vp": { + "type": "data", + "unit": "Pa", + "attrs": { + "units": "Pa", + "long_name": "daily average vapor pressure", + "cell_methods": "area: mean time: mean", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 14965, + 8075, + 7814 + ], + "chunks": [ + 365, + 284, + 584 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "daily average vapor pressure" + }, + "lat": { + "type": "auxiliary", + "unit": "degrees_north", + "attrs": { + "units": "degrees_north", + "long_name": "latitude coordinate", + "standard_name": "latitude" + }, + "shape": [ + 8075, + 7814 + ], + "chunks": [ + 284, + 584 + ], + "dimensions": [ + "y", + "x" + ], + "description": "latitude coordinate" + }, + "lon": { + "type": "auxiliary", + "unit": "degrees_east", + "attrs": { + "units": "degrees_east", + "long_name": "longitude coordinate", + "standard_name": "longitude" + }, + "shape": [ + 8075, + 7814 + ], + "chunks": [ + 284, + 584 + ], + "dimensions": [ + "y", + "x" + ], + "description": "longitude coordinate" + }, + "swe": { + "type": "data", + "unit": "kg/m2", + "attrs": { + "units": "kg/m2", + "long_name": "snow water equivalent", + "cell_methods": "area: mean time: mean", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 14965, + 8075, + 7814 + ], + "chunks": [ + 365, + 284, + 584 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "snow water equivalent" + }, + "dayl": { + "type": "data", + "unit": "s", + "attrs": { + "units": "s", + "long_name": "daylength", + "cell_methods": "area: mean", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 14965, + 8075, + 7814 + ], + "chunks": [ + 365, + 284, + 584 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "daylength" + }, + "prcp": { + "type": "data", + "unit": "mm/day", + "attrs": { + "units": "mm/day", + "long_name": "daily total precipitation", + "cell_methods": "area: mean time: sum", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 14965, + 8075, + 7814 + ], + "chunks": [ + 365, + 284, + 584 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "daily total precipitation" + }, + "srad": { + "type": "data", + "unit": "W/m2", + "attrs": { + "units": "W/m2", + "long_name": "daylight average incident shortwave radiation", + "cell_methods": "area: mean time: mean", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 14965, + 8075, + 7814 + ], + "chunks": [ + 365, + 284, + 584 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "daylight average incident shortwave radiation" + }, + "tmax": { + "type": "data", + "unit": "degrees C", + "attrs": { + "units": "degrees C", + "long_name": "daily maximum temperature", + "cell_methods": "area: mean time: maximum", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 14965, + 8075, + 7814 + ], + "chunks": [ + 365, + 284, + 584 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "daily maximum temperature" + }, + "tmin": { + "type": "data", + "unit": "degrees C", + "attrs": { + "units": "degrees C", + "long_name": "daily minimum temperature", + "cell_methods": "area: mean time: minimum", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 14965, + 8075, + 7814 + ], + "chunks": [ + 365, + 284, + 584 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "daily minimum temperature" + }, + "yearday": { + "type": "data", + "attrs": { + "long_name": "day of year (DOY) starting with day 1 on January 1st" + }, + "shape": [ + 14965 + ], + "chunks": [ + 365 + ], + "dimensions": [ + "time" + ], + "description": "day of year (DOY) starting with day 1 on January 1st" + }, + "time_bnds": { + "type": "data", + "attrs": {}, + "shape": [ + 14965, + 2 + ], + "chunks": [ + 365, + 2 + ], + "dimensions": [ + "time", + "nv" + ] + }, + "lambert_conformal_conic": { + "type": "data", + "attrs": { + "false_easting": 0.0, + "false_northing": 0.0, + "semi_major_axis": 6378137.0, + "grid_mapping_name": "lambert_conformal_conic", + "standard_parallel": [ + 25.0, + 60.0 + ], + "inverse_flattening": 298.257223563, + "latitude_of_projection_origin": 42.5, + "longitude_of_central_meridian": -100.0 + }, + "shape": [], + "dimensions": [] + } + }, + "msft:container": "daymet-zarr", + "cube:dimensions": { + "x": { + "axis": "x", + "step": 1000.0, + "type": "spatial", + "extent": [ + -4560250.0, + 3252750.0 + ], + "description": "x coordinate of projection", + "reference_system": { + "name": "undefined", + "type": "ProjectedCRS", + "$schema": "https://proj.org/schemas/v0.4/projjson.schema.json", + "base_crs": { + "name": "undefined", + "datum": { + "name": "undefined", + "type": "GeodeticReferenceFrame", + "ellipsoid": { + "name": "undefined", + "semi_major_axis": 6378137, + "inverse_flattening": 298.257223563 + } + }, + "coordinate_system": { + "axis": [ + { + "name": "Longitude", + "unit": "degree", + "direction": "east", + "abbreviation": "lon" + }, + { + "name": "Latitude", + "unit": "degree", + "direction": "north", + "abbreviation": "lat" + } + ], + "subtype": "ellipsoidal" + } + }, + "conversion": { + "name": "unknown", + "method": { + "id": { + "code": 9802, + "authority": "EPSG" + }, + "name": "Lambert Conic Conformal (2SP)" + }, + "parameters": [ + { + "id": { + "code": 8823, + "authority": "EPSG" + }, + "name": "Latitude of 1st standard parallel", + "unit": "degree", + "value": 25 + }, + { + "id": { + "code": 8824, + "authority": "EPSG" + }, + "name": "Latitude of 2nd standard parallel", + "unit": "degree", + "value": 60 + }, + { + "id": { + "code": 8821, + "authority": "EPSG" + }, + "name": "Latitude of false origin", + "unit": "degree", + "value": 42.5 + }, + { + "id": { + "code": 8822, + "authority": "EPSG" + }, + "name": "Longitude of false origin", + "unit": "degree", + "value": -100 + }, + { + "id": { + "code": 8826, + "authority": "EPSG" + }, + "name": "Easting at false origin", + "unit": "metre", + "value": 0 + }, + { + "id": { + "code": 8827, + "authority": "EPSG" + }, + "name": "Northing at false origin", + "unit": "metre", + "value": 0 + } + ] + }, + "coordinate_system": { + "axis": [ + { + "name": "Easting", + "unit": "metre", + "direction": "east", + "abbreviation": "E" + }, + { + "name": "Northing", + "unit": "metre", + "direction": "north", + "abbreviation": "N" + } + ], + "subtype": "Cartesian" + } + } + }, + "y": { + "axis": "y", + "step": -1000.0, + "type": "spatial", + "extent": [ + -3090000.0, + 4984000.0 + ], + "description": "y coordinate of projection", + "reference_system": { + "name": "undefined", + "type": "ProjectedCRS", + "$schema": "https://proj.org/schemas/v0.4/projjson.schema.json", + "base_crs": { + "name": "undefined", + "datum": { + "name": "undefined", + "type": "GeodeticReferenceFrame", + "ellipsoid": { + "name": "undefined", + "semi_major_axis": 6378137, + "inverse_flattening": 298.257223563 + } + }, + "coordinate_system": { + "axis": [ + { + "name": "Longitude", + "unit": "degree", + "direction": "east", + "abbreviation": "lon" + }, + { + "name": "Latitude", + "unit": "degree", + "direction": "north", + "abbreviation": "lat" + } + ], + "subtype": "ellipsoidal" + } + }, + "conversion": { + "name": "unknown", + "method": { + "id": { + "code": 9802, + "authority": "EPSG" + }, + "name": "Lambert Conic Conformal (2SP)" + }, + "parameters": [ + { + "id": { + "code": 8823, + "authority": "EPSG" + }, + "name": "Latitude of 1st standard parallel", + "unit": "degree", + "value": 25 + }, + { + "id": { + "code": 8824, + "authority": "EPSG" + }, + "name": "Latitude of 2nd standard parallel", + "unit": "degree", + "value": 60 + }, + { + "id": { + "code": 8821, + "authority": "EPSG" + }, + "name": "Latitude of false origin", + "unit": "degree", + "value": 42.5 + }, + { + "id": { + "code": 8822, + "authority": "EPSG" + }, + "name": "Longitude of false origin", + "unit": "degree", + "value": -100 + }, + { + "id": { + "code": 8826, + "authority": "EPSG" + }, + "name": "Easting at false origin", + "unit": "metre", + "value": 0 + }, + { + "id": { + "code": 8827, + "authority": "EPSG" + }, + "name": "Northing at false origin", + "unit": "metre", + "value": 0 + } + ] + }, + "coordinate_system": { + "axis": [ + { + "name": "Easting", + "unit": "metre", + "direction": "east", + "abbreviation": "E" + }, + { + "name": "Northing", + "unit": "metre", + "direction": "north", + "abbreviation": "N" + } + ], + "subtype": "Cartesian" + } + } + }, + "nv": { + "type": "count", + "values": [ + 0, + 1 + ], + "description": "Size of the 'time_bnds' variable." + }, + "time": { + "type": "temporal", + "extent": [ + "1980-01-01T12:00:00Z", + "2020-12-30T12:00:00Z" + ], + "description": "24-hour day based on local time" + } + }, + "msft:group_keys": [ + "daily", + "north america" + ], + "msft:storage_account": "daymeteuwest", + "msft:short_description": "Daily surface weather data on a 1-km grid for North America", + "msft:region": "westeurope", + "title": "Daymet Daily North America", + "extent": { + "spatial": { + "bbox": [ + [ + -178.1333, + 14.0749, + -53.0567, + 82.9143 + ] + ] + }, + "temporal": { + "interval": [ + [ + "1980-01-01T12:00:00Z", + "2020-12-30T12:00:00Z" + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "Daymet", + "North America", + "Temperature", + "Precipitation", + "Vapor Pressure", + "Weather" + ], + "providers": [ + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + }, + { + "name": "ORNL DAAC", + "roles": [ + "producer" + ], + "url": "https://doi.org/10.3334/ORNLDAAC/1840" + } + ], + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/daymet-daily-na.png", + "type": "image/png", + "title": "Daymet daily North America map thumbnail", + "roles": [ + "thumbnail" + ] + }, + "zarr-abfs": { + "href": "abfs://daymet-zarr/daily/na.zarr", + "type": "application/vnd+zarr", + "title": "Daily North America Daymet Azure Blob File System Zarr root", + "description": "Azure Blob File System of the daily North America Daymet Zarr Group on Azure Blob Storage for use with adlfs.", + "xarray:open_kwargs": { + "consolidated": true + }, + "xarray:storage_options": { + "account_name": "daymeteuwest" + }, + "roles": [ + "data", + "zarr", + "abfs" + ] + }, + "zarr-https": { + "href": "https://daymeteuwest.blob.core.windows.net/daymet-zarr/daily/na.zarr", + "type": "application/vnd+zarr", + "title": "Daily North America Daymet HTTPS Zarr root", + "description": "HTTPS URI of the daily North America Daymet Zarr Group on Azure Blob Storage.", + "xarray:open_kwargs": { + "consolidated": true + }, + "roles": [ + "data", + "zarr", + "https" + ] + } + } +} \ No newline at end of file diff --git a/datasets/daymet-daily-pr/collection/description.md b/datasets/daymet-daily-pr/collection/description.md new file mode 100644 index 000000000..7822d109c --- /dev/null +++ b/datasets/daymet-daily-pr/collection/description.md @@ -0,0 +1,8 @@ +Gridded estimates of daily weather parameters. [Daymet](https://daymet.ornl.gov) Version 4 variables include the following parameters: minimum temperature, maximum temperature, precipitation, shortwave radiation, vapor pressure, snow water equivalent, and day length. + +[Daymet](https://daymet.ornl.gov/) provides measurements of near-surface meteorological conditions; the main purpose is to provide data estimates where no instrumentation exists. The dataset covers the period from January 1, 1980 to the present. Each year is processed individually at the close of a calendar year. Data are in a Lambert conformal conic projection for North America and are distributed in Zarr and NetCDF formats, compliant with the [Climate and Forecast (CF) metadata conventions (version 1.6)](http://cfconventions.org/). + +Use the DOI at [https://doi.org/10.3334/ORNLDAAC/1840](https://doi.org/10.3334/ORNLDAAC/1840) to cite your usage of the data. + +This dataset provides coverage for Hawaii; North America and Puerto Rico are provided in [separate datasets](https://planetarycomputer.microsoft.com/dataset/group/daymet#daily). + diff --git a/datasets/daymet-daily-pr/collection/template.json b/datasets/daymet-daily-pr/collection/template.json new file mode 100644 index 000000000..746c6a58e --- /dev/null +++ b/datasets/daymet-daily-pr/collection/template.json @@ -0,0 +1,676 @@ +{ + "type": "Collection", + "id": "daymet-daily-pr", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://science.nasa.gov/earth-science/earth-science-data/data-information-policy", + "title": "EOSDIS Data Use Policy" + }, + { + "rel": "cite-as", + "href": "https://doi.org/10.3334/ORNLDAAC/1840" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/daymet-daily-pr", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", + "https://stac-extensions.github.io/datacube/v2.0.0/schema.json" + ], + "sci:doi": "10.3334/ORNLDAAC/1840", + "sci:citation": "Thornton, M.M., R. Shrestha, P.E. Thornton, S. Kao, Y. Wei, and B.E. Wilson. 2021. Daymet Version 4 Monthly Latency: Daily Surface Weather Data. ORNL DAAC, Oak Ridge, Tennessee, USA. https://doi.org/10.3334/ORNLDAAC/1904", + "msft:group_id": "daymet", + "cube:variables": { + "vp": { + "type": "data", + "unit": "Pa", + "attrs": { + "units": "Pa", + "long_name": "daily average vapor pressure", + "cell_methods": "area: mean time: mean", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 14965, + 231, + 364 + ], + "chunks": [ + 365, + 231, + 364 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "daily average vapor pressure" + }, + "lat": { + "type": "auxiliary", + "unit": "degrees_north", + "attrs": { + "units": "degrees_north", + "long_name": "latitude coordinate", + "standard_name": "latitude" + }, + "shape": [ + 231, + 364 + ], + "chunks": [ + 231, + 364 + ], + "dimensions": [ + "y", + "x" + ], + "description": "latitude coordinate" + }, + "lon": { + "type": "auxiliary", + "unit": "degrees_east", + "attrs": { + "units": "degrees_east", + "long_name": "longitude coordinate", + "standard_name": "longitude" + }, + "shape": [ + 231, + 364 + ], + "chunks": [ + 231, + 364 + ], + "dimensions": [ + "y", + "x" + ], + "description": "longitude coordinate" + }, + "swe": { + "type": "data", + "unit": "kg/m2", + "attrs": { + "units": "kg/m2", + "long_name": "snow water equivalent", + "cell_methods": "area: mean time: mean", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 14965, + 231, + 364 + ], + "chunks": [ + 365, + 231, + 364 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "snow water equivalent" + }, + "dayl": { + "type": "data", + "unit": "s", + "attrs": { + "units": "s", + "long_name": "daylength", + "cell_methods": "area: mean", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 14965, + 231, + 364 + ], + "chunks": [ + 365, + 231, + 364 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "daylength" + }, + "prcp": { + "type": "data", + "unit": "mm/day", + "attrs": { + "units": "mm/day", + "long_name": "daily total precipitation", + "cell_methods": "area: mean time: sum", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 14965, + 231, + 364 + ], + "chunks": [ + 365, + 231, + 364 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "daily total precipitation" + }, + "srad": { + "type": "data", + "unit": "W/m2", + "attrs": { + "units": "W/m2", + "long_name": "daylight average incident shortwave radiation", + "cell_methods": "area: mean time: mean", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 14965, + 231, + 364 + ], + "chunks": [ + 365, + 231, + 364 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "daylight average incident shortwave radiation" + }, + "tmax": { + "type": "data", + "unit": "degrees C", + "attrs": { + "units": "degrees C", + "long_name": "daily maximum temperature", + "cell_methods": "area: mean time: maximum", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 14965, + 231, + 364 + ], + "chunks": [ + 365, + 231, + 364 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "daily maximum temperature" + }, + "tmin": { + "type": "data", + "unit": "degrees C", + "attrs": { + "units": "degrees C", + "long_name": "daily minimum temperature", + "cell_methods": "area: mean time: minimum", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 14965, + 231, + 364 + ], + "chunks": [ + 365, + 231, + 364 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "daily minimum temperature" + }, + "yearday": { + "type": "data", + "attrs": { + "long_name": "yearday base 1" + }, + "shape": [ + 14965 + ], + "chunks": [ + 365 + ], + "dimensions": [ + "time" + ], + "description": "yearday base 1" + }, + "time_bnds": { + "type": "data", + "attrs": {}, + "shape": [ + 14965, + 2 + ], + "chunks": [ + 365, + 2 + ], + "dimensions": [ + "time", + "nv" + ] + }, + "lambert_conformal_conic": { + "type": "data", + "attrs": { + "false_easting": 0.0, + "false_northing": 0.0, + "semi_major_axis": 6378137.0, + "grid_mapping_name": "lambert_conformal_conic", + "standard_parallel": [ + 25.0, + 60.0 + ], + "inverse_flattening": 298.257223563, + "latitude_of_projection_origin": 42.5, + "longitude_of_central_meridian": -100.0 + }, + "shape": [], + "dimensions": [] + } + }, + "msft:container": "daymet-zarr", + "cube:dimensions": { + "x": { + "axis": "x", + "step": 1000.0, + "type": "spatial", + "extent": [ + 3445750.0, + 3808750.0 + ], + "description": "x coordinate of projection", + "reference_system": { + "name": "undefined", + "type": "ProjectedCRS", + "$schema": "https://proj.org/schemas/v0.4/projjson.schema.json", + "base_crs": { + "name": "undefined", + "datum": { + "name": "undefined", + "type": "GeodeticReferenceFrame", + "ellipsoid": { + "name": "undefined", + "semi_major_axis": 6378137, + "inverse_flattening": 298.257223563 + } + }, + "coordinate_system": { + "axis": [ + { + "name": "Longitude", + "unit": "degree", + "direction": "east", + "abbreviation": "lon" + }, + { + "name": "Latitude", + "unit": "degree", + "direction": "north", + "abbreviation": "lat" + } + ], + "subtype": "ellipsoidal" + } + }, + "conversion": { + "name": "unknown", + "method": { + "id": { + "code": 9802, + "authority": "EPSG" + }, + "name": "Lambert Conic Conformal (2SP)" + }, + "parameters": [ + { + "id": { + "code": 8823, + "authority": "EPSG" + }, + "name": "Latitude of 1st standard parallel", + "unit": "degree", + "value": 25 + }, + { + "id": { + "code": 8824, + "authority": "EPSG" + }, + "name": "Latitude of 2nd standard parallel", + "unit": "degree", + "value": 60 + }, + { + "id": { + "code": 8821, + "authority": "EPSG" + }, + "name": "Latitude of false origin", + "unit": "degree", + "value": 42.5 + }, + { + "id": { + "code": 8822, + "authority": "EPSG" + }, + "name": "Longitude of false origin", + "unit": "degree", + "value": -100 + }, + { + "id": { + "code": 8826, + "authority": "EPSG" + }, + "name": "Easting at false origin", + "unit": "metre", + "value": 0 + }, + { + "id": { + "code": 8827, + "authority": "EPSG" + }, + "name": "Northing at false origin", + "unit": "metre", + "value": 0 + } + ] + }, + "coordinate_system": { + "axis": [ + { + "name": "Easting", + "unit": "metre", + "direction": "east", + "abbreviation": "E" + }, + { + "name": "Northing", + "unit": "metre", + "direction": "north", + "abbreviation": "N" + } + ], + "subtype": "Cartesian" + } + } + }, + "y": { + "axis": "y", + "step": -1000.0, + "type": "spatial", + "extent": [ + -1995000.0, + -1765000.0 + ], + "description": "y coordinate of projection", + "reference_system": { + "name": "undefined", + "type": "ProjectedCRS", + "$schema": "https://proj.org/schemas/v0.4/projjson.schema.json", + "base_crs": { + "name": "undefined", + "datum": { + "name": "undefined", + "type": "GeodeticReferenceFrame", + "ellipsoid": { + "name": "undefined", + "semi_major_axis": 6378137, + "inverse_flattening": 298.257223563 + } + }, + "coordinate_system": { + "axis": [ + { + "name": "Longitude", + "unit": "degree", + "direction": "east", + "abbreviation": "lon" + }, + { + "name": "Latitude", + "unit": "degree", + "direction": "north", + "abbreviation": "lat" + } + ], + "subtype": "ellipsoidal" + } + }, + "conversion": { + "name": "unknown", + "method": { + "id": { + "code": 9802, + "authority": "EPSG" + }, + "name": "Lambert Conic Conformal (2SP)" + }, + "parameters": [ + { + "id": { + "code": 8823, + "authority": "EPSG" + }, + "name": "Latitude of 1st standard parallel", + "unit": "degree", + "value": 25 + }, + { + "id": { + "code": 8824, + "authority": "EPSG" + }, + "name": "Latitude of 2nd standard parallel", + "unit": "degree", + "value": 60 + }, + { + "id": { + "code": 8821, + "authority": "EPSG" + }, + "name": "Latitude of false origin", + "unit": "degree", + "value": 42.5 + }, + { + "id": { + "code": 8822, + "authority": "EPSG" + }, + "name": "Longitude of false origin", + "unit": "degree", + "value": -100 + }, + { + "id": { + "code": 8826, + "authority": "EPSG" + }, + "name": "Easting at false origin", + "unit": "metre", + "value": 0 + }, + { + "id": { + "code": 8827, + "authority": "EPSG" + }, + "name": "Northing at false origin", + "unit": "metre", + "value": 0 + } + ] + }, + "coordinate_system": { + "axis": [ + { + "name": "Easting", + "unit": "metre", + "direction": "east", + "abbreviation": "E" + }, + { + "name": "Northing", + "unit": "metre", + "direction": "north", + "abbreviation": "N" + } + ], + "subtype": "Cartesian" + } + } + }, + "nv": { + "type": "count", + "values": [ + 0, + 1 + ], + "description": "Size of the 'time_bnds' variable." + }, + "time": { + "type": "temporal", + "extent": [ + "1980-01-01T12:00:00Z", + "2020-12-30T12:00:00Z" + ], + "description": "24-hour day based on local time" + } + }, + "msft:group_keys": [ + "daily", + "puerto rico" + ], + "msft:storage_account": "daymeteuwest", + "msft:short_description": "Daily surface weather data on a 1-km grid for Puerto Rico", + "msft:region": "westeurope", + "title": "Daymet Daily Puerto Rico", + "extent": { + "spatial": { + "bbox": [ + [ + -67.9927, + 16.8444, + -64.1196, + 19.9382 + ] + ] + }, + "temporal": { + "interval": [ + [ + "1980-01-01T12:00:00Z", + "2020-12-30T12:00:00Z" + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "Daymet", + "Puerto Rico", + "Temperature", + "Precipitation", + "Vapor Pressure", + "Weather" + ], + "providers": [ + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + }, + { + "name": "ORNL DAAC", + "roles": [ + "producer" + ], + "url": "https://doi.org/10.3334/ORNLDAAC/1840" + } + ], + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/daymet-daily-pr.png", + "type": "image/png", + "title": "Daymet daily Puerto Rico map thumbnail", + "roles": [ + "thumbnail" + ] + }, + "zarr-abfs": { + "href": "abfs://daymet-zarr/daily/pr.zarr", + "type": "application/vnd+zarr", + "title": "Daily Puerto Rico Daymet Azure Blob File System Zarr root", + "description": "Azure Blob File System of the daily Puerto Rico Daymet Zarr Group on Azure Blob Storage for use with adlfs.", + "xarray:open_kwargs": { + "consolidated": true + }, + "xarray:storage_options": { + "account_name": "daymeteuwest" + }, + "roles": [ + "data", + "zarr", + "abfs" + ] + }, + "zarr-https": { + "href": "https://daymeteuwest.blob.core.windows.net/daymet-zarr/daily/pr.zarr", + "type": "application/vnd+zarr", + "title": "Daily Puerto Rico Daymet HTTPS Zarr root", + "description": "HTTPS URI of the daily Puerto Rico Daymet Zarr Group on Azure Blob Storage.", + "xarray:open_kwargs": { + "consolidated": true + }, + "roles": [ + "data", + "zarr", + "https" + ] + } + } +} \ No newline at end of file diff --git a/datasets/daymet-monthly-hi/collection/description.md b/datasets/daymet-monthly-hi/collection/description.md new file mode 100644 index 000000000..251930d12 --- /dev/null +++ b/datasets/daymet-monthly-hi/collection/description.md @@ -0,0 +1,7 @@ +Monthly climate summaries derived from [Daymet](https://daymet.ornl.gov) Version 4 daily data at a 1 km x 1 km spatial resolution for five variables: minimum and maximum temperature, precipitation, vapor pressure, and snow water equivalent. Annual averages are provided for minimum and maximum temperature, vapor pressure, and snow water equivalent, and annual totals are provided for the precipitation variable. + +[Daymet](https://daymet.ornl.gov/) provides measurements of near-surface meteorological conditions; the main purpose is to provide data estimates where no instrumentation exists. The dataset covers the period from January 1, 1980 to the present. Each year is processed individually at the close of a calendar year. Data are in a Lambert conformal conic projection for North America and are distributed in Zarr and NetCDF formats, compliant with the [Climate and Forecast (CF) metadata conventions (version 1.6)](http://cfconventions.org/). + +Use the DOI at [https://doi.org/10.3334/ORNLDAAC/1855](https://doi.org/10.3334/ORNLDAAC/1855) to cite your usage of the data. + +This dataset provides coverage for Hawaii; North America and Puerto Rico are provided in [separate datasets](https://planetarycomputer.microsoft.com/dataset/group/daymet#monthly). diff --git a/datasets/daymet-monthly-hi/collection/template.json b/datasets/daymet-monthly-hi/collection/template.json new file mode 100644 index 000000000..6e21eac63 --- /dev/null +++ b/datasets/daymet-monthly-hi/collection/template.json @@ -0,0 +1,608 @@ +{ + "type": "Collection", + "id": "daymet-monthly-hi", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://science.nasa.gov/earth-science/earth-science-data/data-information-policy", + "title": "EOSDIS Data Use Policy" + }, + { + "rel": "cite-as", + "href": "https://doi.org/10.3334/ORNLDAAC/1855" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/daymet-monthly-hi", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", + "https://stac-extensions.github.io/datacube/v2.0.0/schema.json" + ], + "sci:doi": "10.3334/ORNLDAAC/1855", + "sci:citation": "Thornton, M.M., R. Shrestha, Y. Wei, P.E. Thornton, S. Kao, and B.E. Wilson. 2020. Daymet: Monthly Climate Summaries on a 1-km Grid for North America, Version 4. ORNL DAAC, Oak Ridge, Tennessee, USA. https://doi.org/10.3334/ORNLDAAC/1855", + "msft:group_id": "daymet", + "cube:variables": { + "vp": { + "type": "data", + "unit": "Pa", + "attrs": { + "units": "Pa", + "long_name": "monthly average of daily average vapor pressure", + "cell_methods": "area: mean time: mean within days time: mean over days", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 492, + 584, + 284 + ], + "chunks": [ + 12, + 584, + 284 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "monthly average of daily average vapor pressure" + }, + "lat": { + "type": "auxiliary", + "unit": "degrees_north", + "attrs": { + "units": "degrees_north", + "long_name": "latitude coordinate", + "standard_name": "latitude" + }, + "shape": [ + 584, + 284 + ], + "chunks": [ + 584, + 284 + ], + "dimensions": [ + "y", + "x" + ], + "description": "latitude coordinate" + }, + "lon": { + "type": "auxiliary", + "unit": "degrees_east", + "attrs": { + "units": "degrees_east", + "long_name": "longitude coordinate", + "standard_name": "longitude" + }, + "shape": [ + 584, + 284 + ], + "chunks": [ + 584, + 284 + ], + "dimensions": [ + "y", + "x" + ], + "description": "longitude coordinate" + }, + "swe": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "long_name": "monthly total snow water equivalent", + "cell_methods": "area: mean time: sum within days time: sum over days", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 492, + 584, + 284 + ], + "chunks": [ + 12, + 584, + 284 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "monthly total snow water equivalent" + }, + "prcp": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "long_name": "monthly total precipitation", + "cell_methods": "area: mean time: sum within days time: sum over days", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 492, + 584, + 284 + ], + "chunks": [ + 12, + 584, + 284 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "monthly total precipitation" + }, + "tmax": { + "type": "data", + "unit": "degrees C", + "attrs": { + "units": "degrees C", + "long_name": "monthly average of daily maximum temperature", + "cell_methods": "area: mean time: maximum within days time: mean over days", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 492, + 584, + 284 + ], + "chunks": [ + 12, + 584, + 284 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "monthly average of daily maximum temperature" + }, + "tmin": { + "type": "data", + "unit": "degrees C", + "attrs": { + "units": "degrees C", + "long_name": "monthly average of daily minimum temperature", + "cell_methods": "area: mean time: minimum within days time: mean over days", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 492, + 584, + 284 + ], + "chunks": [ + 12, + 584, + 284 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "monthly average of daily minimum temperature" + }, + "time_bnds": { + "type": "data", + "attrs": {}, + "shape": [ + 492, + 2 + ], + "chunks": [ + 12, + 2 + ], + "dimensions": [ + "time", + "nv" + ] + }, + "lambert_conformal_conic": { + "type": "data", + "attrs": { + "false_easting": 0.0, + "false_northing": 0.0, + "semi_major_axis": 6378137.0, + "grid_mapping_name": "lambert_conformal_conic", + "standard_parallel": [ + 25.0, + 60.0 + ], + "inverse_flattening": 298.257223563, + "latitude_of_projection_origin": 42.5, + "longitude_of_central_meridian": -100.0 + }, + "shape": [], + "dimensions": [] + } + }, + "msft:container": "daymet-zarr", + "cube:dimensions": { + "x": { + "axis": "x", + "step": 1000.0, + "type": "spatial", + "extent": [ + -5802250.0, + -5519250.0 + ], + "description": "x coordinate of projection", + "reference_system": { + "name": "undefined", + "type": "ProjectedCRS", + "$schema": "https://proj.org/schemas/v0.4/projjson.schema.json", + "base_crs": { + "name": "undefined", + "datum": { + "name": "undefined", + "type": "GeodeticReferenceFrame", + "ellipsoid": { + "name": "undefined", + "semi_major_axis": 6378137, + "inverse_flattening": 298.257223563 + } + }, + "coordinate_system": { + "axis": [ + { + "name": "Longitude", + "unit": "degree", + "direction": "east", + "abbreviation": "lon" + }, + { + "name": "Latitude", + "unit": "degree", + "direction": "north", + "abbreviation": "lat" + } + ], + "subtype": "ellipsoidal" + } + }, + "conversion": { + "name": "unknown", + "method": { + "id": { + "code": 9802, + "authority": "EPSG" + }, + "name": "Lambert Conic Conformal (2SP)" + }, + "parameters": [ + { + "id": { + "code": 8823, + "authority": "EPSG" + }, + "name": "Latitude of 1st standard parallel", + "unit": "degree", + "value": 25 + }, + { + "id": { + "code": 8824, + "authority": "EPSG" + }, + "name": "Latitude of 2nd standard parallel", + "unit": "degree", + "value": 60 + }, + { + "id": { + "code": 8821, + "authority": "EPSG" + }, + "name": "Latitude of false origin", + "unit": "degree", + "value": 42.5 + }, + { + "id": { + "code": 8822, + "authority": "EPSG" + }, + "name": "Longitude of false origin", + "unit": "degree", + "value": -100 + }, + { + "id": { + "code": 8826, + "authority": "EPSG" + }, + "name": "Easting at false origin", + "unit": "metre", + "value": 0 + }, + { + "id": { + "code": 8827, + "authority": "EPSG" + }, + "name": "Northing at false origin", + "unit": "metre", + "value": 0 + } + ] + }, + "coordinate_system": { + "axis": [ + { + "name": "Easting", + "unit": "metre", + "direction": "east", + "abbreviation": "E" + }, + { + "name": "Northing", + "unit": "metre", + "direction": "north", + "abbreviation": "N" + } + ], + "subtype": "Cartesian" + } + } + }, + "y": { + "axis": "y", + "step": -1000.0, + "type": "spatial", + "extent": [ + -622000.0, + -39000.0 + ], + "description": "y coordinate of projection", + "reference_system": { + "name": "undefined", + "type": "ProjectedCRS", + "$schema": "https://proj.org/schemas/v0.4/projjson.schema.json", + "base_crs": { + "name": "undefined", + "datum": { + "name": "undefined", + "type": "GeodeticReferenceFrame", + "ellipsoid": { + "name": "undefined", + "semi_major_axis": 6378137, + "inverse_flattening": 298.257223563 + } + }, + "coordinate_system": { + "axis": [ + { + "name": "Longitude", + "unit": "degree", + "direction": "east", + "abbreviation": "lon" + }, + { + "name": "Latitude", + "unit": "degree", + "direction": "north", + "abbreviation": "lat" + } + ], + "subtype": "ellipsoidal" + } + }, + "conversion": { + "name": "unknown", + "method": { + "id": { + "code": 9802, + "authority": "EPSG" + }, + "name": "Lambert Conic Conformal (2SP)" + }, + "parameters": [ + { + "id": { + "code": 8823, + "authority": "EPSG" + }, + "name": "Latitude of 1st standard parallel", + "unit": "degree", + "value": 25 + }, + { + "id": { + "code": 8824, + "authority": "EPSG" + }, + "name": "Latitude of 2nd standard parallel", + "unit": "degree", + "value": 60 + }, + { + "id": { + "code": 8821, + "authority": "EPSG" + }, + "name": "Latitude of false origin", + "unit": "degree", + "value": 42.5 + }, + { + "id": { + "code": 8822, + "authority": "EPSG" + }, + "name": "Longitude of false origin", + "unit": "degree", + "value": -100 + }, + { + "id": { + "code": 8826, + "authority": "EPSG" + }, + "name": "Easting at false origin", + "unit": "metre", + "value": 0 + }, + { + "id": { + "code": 8827, + "authority": "EPSG" + }, + "name": "Northing at false origin", + "unit": "metre", + "value": 0 + } + ] + }, + "coordinate_system": { + "axis": [ + { + "name": "Easting", + "unit": "metre", + "direction": "east", + "abbreviation": "E" + }, + { + "name": "Northing", + "unit": "metre", + "direction": "north", + "abbreviation": "N" + } + ], + "subtype": "Cartesian" + } + } + }, + "nv": { + "type": "count", + "values": [ + 0, + 1 + ], + "description": "Size of the 'time_bnds' variable." + }, + "time": { + "type": "temporal", + "extent": [ + "1980-01-16T12:00:00Z", + "2020-12-16T00:00:00Z" + ], + "description": "24-hour day based on local time" + } + }, + "msft:group_keys": [ + "monthly", + "hawaii" + ], + "msft:storage_account": "daymeteuwest", + "msft:short_description": "Monthly climate summaries on a 1-km grid for Hawaii", + "msft:region": "westeurope", + "title": "Daymet Monthly Hawaii", + "extent": { + "spatial": { + "bbox": [ + [ + -160.3056, + 17.9539, + -154.772, + 23.5186 + ] + ] + }, + "temporal": { + "interval": [ + [ + "1980-01-16T12:00:00Z", + "2020-12-16T00:00:00Z" + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "Daymet", + "Hawaii", + "Temperature", + "Precipitation", + "Vapor Pressure", + "Climate" + ], + "providers": [ + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + }, + { + "name": "ORNL DAAC", + "roles": [ + "producer" + ], + "url": "https://doi.org/10.3334/ORNLDAAC/1855" + } + ], + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/daymet-monthly-hi.png", + "type": "image/png", + "title": "Daymet monthly Hawaii map thumbnail", + "roles": [ + "thumbnail" + ] + }, + "zarr-abfs": { + "href": "abfs://daymet-zarr/monthly/hi.zarr", + "type": "application/vnd+zarr", + "title": "Monthly Hawaii Daymet Azure Blob File System Zarr root", + "description": "Azure Blob File System of the monthly Hawaii Daymet Zarr Group on Azure Blob Storage for use with adlfs.", + "xarray:open_kwargs": { + "consolidated": true + }, + "xarray:storage_options": { + "account_name": "daymeteuwest" + }, + "roles": [ + "data", + "zarr", + "abfs" + ] + }, + "zarr-https": { + "href": "https://daymeteuwest.blob.core.windows.net/daymet-zarr/monthly/hi.zarr", + "type": "application/vnd+zarr", + "title": "Monthly Hawaii Daymet HTTPS Zarr root", + "description": "HTTPS URI of the monthly Hawaii Daymet Zarr Group on Azure Blob Storage.", + "xarray:open_kwargs": { + "consolidated": true + }, + "roles": [ + "data", + "zarr", + "https" + ] + } + } +} \ No newline at end of file diff --git a/datasets/daymet-monthly-na/collection/description.md b/datasets/daymet-monthly-na/collection/description.md new file mode 100644 index 000000000..251930d12 --- /dev/null +++ b/datasets/daymet-monthly-na/collection/description.md @@ -0,0 +1,7 @@ +Monthly climate summaries derived from [Daymet](https://daymet.ornl.gov) Version 4 daily data at a 1 km x 1 km spatial resolution for five variables: minimum and maximum temperature, precipitation, vapor pressure, and snow water equivalent. Annual averages are provided for minimum and maximum temperature, vapor pressure, and snow water equivalent, and annual totals are provided for the precipitation variable. + +[Daymet](https://daymet.ornl.gov/) provides measurements of near-surface meteorological conditions; the main purpose is to provide data estimates where no instrumentation exists. The dataset covers the period from January 1, 1980 to the present. Each year is processed individually at the close of a calendar year. Data are in a Lambert conformal conic projection for North America and are distributed in Zarr and NetCDF formats, compliant with the [Climate and Forecast (CF) metadata conventions (version 1.6)](http://cfconventions.org/). + +Use the DOI at [https://doi.org/10.3334/ORNLDAAC/1855](https://doi.org/10.3334/ORNLDAAC/1855) to cite your usage of the data. + +This dataset provides coverage for Hawaii; North America and Puerto Rico are provided in [separate datasets](https://planetarycomputer.microsoft.com/dataset/group/daymet#monthly). diff --git a/datasets/daymet-monthly-na/collection/template.json b/datasets/daymet-monthly-na/collection/template.json new file mode 100644 index 000000000..3c6238c53 --- /dev/null +++ b/datasets/daymet-monthly-na/collection/template.json @@ -0,0 +1,608 @@ +{ + "type": "Collection", + "id": "daymet-monthly-na", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://science.nasa.gov/earth-science/earth-science-data/data-information-policy", + "title": "EOSDIS Data Use Policy" + }, + { + "rel": "cite-as", + "href": "https://doi.org/10.3334/ORNLDAAC/1855" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/daymet-monthly-na", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", + "https://stac-extensions.github.io/datacube/v2.0.0/schema.json" + ], + "sci:doi": "10.3334/ORNLDAAC/1855", + "sci:citation": "Thornton, M.M., R. Shrestha, Y. Wei, P.E. Thornton, S. Kao, and B.E. Wilson. 2020. Daymet: Monthly Climate Summaries on a 1-km Grid for North America, Version 4. ORNL DAAC, Oak Ridge, Tennessee, USA. https://doi.org/10.3334/ORNLDAAC/1855", + "msft:group_id": "daymet", + "cube:variables": { + "vp": { + "type": "data", + "unit": "Pa", + "attrs": { + "units": "Pa", + "long_name": "monthly average of daily average vapor pressure", + "cell_methods": "area: mean time: mean within days time: mean over days", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 492, + 8075, + 7814 + ], + "chunks": [ + 12, + 2000, + 2000 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "monthly average of daily average vapor pressure" + }, + "lat": { + "type": "auxiliary", + "unit": "degrees_north", + "attrs": { + "units": "degrees_north", + "long_name": "latitude coordinate", + "standard_name": "latitude" + }, + "shape": [ + 8075, + 7814 + ], + "chunks": [ + 2000, + 2000 + ], + "dimensions": [ + "y", + "x" + ], + "description": "latitude coordinate" + }, + "lon": { + "type": "auxiliary", + "unit": "degrees_east", + "attrs": { + "units": "degrees_east", + "long_name": "longitude coordinate", + "standard_name": "longitude" + }, + "shape": [ + 8075, + 7814 + ], + "chunks": [ + 2000, + 2000 + ], + "dimensions": [ + "y", + "x" + ], + "description": "longitude coordinate" + }, + "swe": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "long_name": "monthly total snow water equivalent", + "cell_methods": "area: mean time: sum within days time: sum over days", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 492, + 8075, + 7814 + ], + "chunks": [ + 12, + 2000, + 2000 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "monthly total snow water equivalent" + }, + "prcp": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "long_name": "monthly total precipitation", + "cell_methods": "area: mean time: sum within days time: sum over days", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 492, + 8075, + 7814 + ], + "chunks": [ + 12, + 2000, + 2000 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "monthly total precipitation" + }, + "tmax": { + "type": "data", + "unit": "degrees C", + "attrs": { + "units": "degrees C", + "long_name": "monthly average of daily maximum temperature", + "cell_methods": "area: mean time: maximum within days time: mean over days", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 492, + 8075, + 7814 + ], + "chunks": [ + 12, + 2000, + 2000 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "monthly average of daily maximum temperature" + }, + "tmin": { + "type": "data", + "unit": "degrees C", + "attrs": { + "units": "degrees C", + "long_name": "monthly average of daily minimum temperature", + "cell_methods": "area: mean time: minimum within days time: mean over days", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 492, + 8075, + 7814 + ], + "chunks": [ + 12, + 2000, + 2000 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "monthly average of daily minimum temperature" + }, + "time_bnds": { + "type": "data", + "attrs": {}, + "shape": [ + 492, + 2 + ], + "chunks": [ + 12, + 2 + ], + "dimensions": [ + "time", + "nv" + ] + }, + "lambert_conformal_conic": { + "type": "data", + "attrs": { + "false_easting": 0.0, + "false_northing": 0.0, + "semi_major_axis": 6378137.0, + "grid_mapping_name": "lambert_conformal_conic", + "standard_parallel": [ + 25.0, + 60.0 + ], + "inverse_flattening": 298.257223563, + "latitude_of_projection_origin": 42.5, + "longitude_of_central_meridian": -100.0 + }, + "shape": [], + "dimensions": [] + } + }, + "msft:container": "daymet-zarr", + "cube:dimensions": { + "x": { + "axis": "x", + "step": 1000.0, + "type": "spatial", + "extent": [ + -4560250.0, + 3252750.0 + ], + "description": "x coordinate of projection", + "reference_system": { + "name": "undefined", + "type": "ProjectedCRS", + "$schema": "https://proj.org/schemas/v0.4/projjson.schema.json", + "base_crs": { + "name": "undefined", + "datum": { + "name": "undefined", + "type": "GeodeticReferenceFrame", + "ellipsoid": { + "name": "undefined", + "semi_major_axis": 6378137, + "inverse_flattening": 298.257223563 + } + }, + "coordinate_system": { + "axis": [ + { + "name": "Longitude", + "unit": "degree", + "direction": "east", + "abbreviation": "lon" + }, + { + "name": "Latitude", + "unit": "degree", + "direction": "north", + "abbreviation": "lat" + } + ], + "subtype": "ellipsoidal" + } + }, + "conversion": { + "name": "unknown", + "method": { + "id": { + "code": 9802, + "authority": "EPSG" + }, + "name": "Lambert Conic Conformal (2SP)" + }, + "parameters": [ + { + "id": { + "code": 8823, + "authority": "EPSG" + }, + "name": "Latitude of 1st standard parallel", + "unit": "degree", + "value": 25 + }, + { + "id": { + "code": 8824, + "authority": "EPSG" + }, + "name": "Latitude of 2nd standard parallel", + "unit": "degree", + "value": 60 + }, + { + "id": { + "code": 8821, + "authority": "EPSG" + }, + "name": "Latitude of false origin", + "unit": "degree", + "value": 42.5 + }, + { + "id": { + "code": 8822, + "authority": "EPSG" + }, + "name": "Longitude of false origin", + "unit": "degree", + "value": -100 + }, + { + "id": { + "code": 8826, + "authority": "EPSG" + }, + "name": "Easting at false origin", + "unit": "metre", + "value": 0 + }, + { + "id": { + "code": 8827, + "authority": "EPSG" + }, + "name": "Northing at false origin", + "unit": "metre", + "value": 0 + } + ] + }, + "coordinate_system": { + "axis": [ + { + "name": "Easting", + "unit": "metre", + "direction": "east", + "abbreviation": "E" + }, + { + "name": "Northing", + "unit": "metre", + "direction": "north", + "abbreviation": "N" + } + ], + "subtype": "Cartesian" + } + } + }, + "y": { + "axis": "y", + "step": -1000.0, + "type": "spatial", + "extent": [ + -3090000.0, + 4984000.0 + ], + "description": "y coordinate of projection", + "reference_system": { + "name": "undefined", + "type": "ProjectedCRS", + "$schema": "https://proj.org/schemas/v0.4/projjson.schema.json", + "base_crs": { + "name": "undefined", + "datum": { + "name": "undefined", + "type": "GeodeticReferenceFrame", + "ellipsoid": { + "name": "undefined", + "semi_major_axis": 6378137, + "inverse_flattening": 298.257223563 + } + }, + "coordinate_system": { + "axis": [ + { + "name": "Longitude", + "unit": "degree", + "direction": "east", + "abbreviation": "lon" + }, + { + "name": "Latitude", + "unit": "degree", + "direction": "north", + "abbreviation": "lat" + } + ], + "subtype": "ellipsoidal" + } + }, + "conversion": { + "name": "unknown", + "method": { + "id": { + "code": 9802, + "authority": "EPSG" + }, + "name": "Lambert Conic Conformal (2SP)" + }, + "parameters": [ + { + "id": { + "code": 8823, + "authority": "EPSG" + }, + "name": "Latitude of 1st standard parallel", + "unit": "degree", + "value": 25 + }, + { + "id": { + "code": 8824, + "authority": "EPSG" + }, + "name": "Latitude of 2nd standard parallel", + "unit": "degree", + "value": 60 + }, + { + "id": { + "code": 8821, + "authority": "EPSG" + }, + "name": "Latitude of false origin", + "unit": "degree", + "value": 42.5 + }, + { + "id": { + "code": 8822, + "authority": "EPSG" + }, + "name": "Longitude of false origin", + "unit": "degree", + "value": -100 + }, + { + "id": { + "code": 8826, + "authority": "EPSG" + }, + "name": "Easting at false origin", + "unit": "metre", + "value": 0 + }, + { + "id": { + "code": 8827, + "authority": "EPSG" + }, + "name": "Northing at false origin", + "unit": "metre", + "value": 0 + } + ] + }, + "coordinate_system": { + "axis": [ + { + "name": "Easting", + "unit": "metre", + "direction": "east", + "abbreviation": "E" + }, + { + "name": "Northing", + "unit": "metre", + "direction": "north", + "abbreviation": "N" + } + ], + "subtype": "Cartesian" + } + } + }, + "nv": { + "type": "count", + "values": [ + 0, + 1 + ], + "description": "Size of the 'time_bnds' variable." + }, + "time": { + "type": "temporal", + "extent": [ + "1980-01-16T12:00:00Z", + "2020-12-16T00:00:00Z" + ], + "description": "24-hour day based on local time" + } + }, + "msft:group_keys": [ + "monthly", + "north america" + ], + "msft:storage_account": "daymeteuwest", + "msft:short_description": "Monthly climate summaries on a 1-km grid for North America", + "msft:region": "westeurope", + "title": "Daymet Monthly North America", + "extent": { + "spatial": { + "bbox": [ + [ + -178.1333, + 14.0749, + -53.0567, + 82.9143 + ] + ] + }, + "temporal": { + "interval": [ + [ + "1980-01-16T12:00:00Z", + "2020-12-16T00:00:00Z" + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "Daymet", + "North America", + "Temperature", + "Precipitation", + "Vapor Pressure", + "Climate" + ], + "providers": [ + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + }, + { + "name": "ORNL DAAC", + "roles": [ + "producer" + ], + "url": "https://doi.org/10.3334/ORNLDAAC/1855" + } + ], + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/daymet-monthly-na.png", + "type": "image/png", + "title": "Daymet monthly North America map thumbnail", + "roles": [ + "thumbnail" + ] + }, + "zarr-abfs": { + "href": "abfs://daymet-zarr/monthly/na.zarr", + "type": "application/vnd+zarr", + "title": "Monthly North America Daymet Azure Blob File System Zarr root", + "description": "Azure Blob File System of the monthly North America Daymet Zarr Group on Azure Blob Storage for use with adlfs.", + "xarray:open_kwargs": { + "consolidated": true + }, + "xarray:storage_options": { + "account_name": "daymeteuwest" + }, + "roles": [ + "data", + "zarr", + "abfs" + ] + }, + "zarr-https": { + "href": "https://daymeteuwest.blob.core.windows.net/daymet-zarr/monthly/na.zarr", + "type": "application/vnd+zarr", + "title": "Monthly North America Daymet HTTPS Zarr root", + "description": "HTTPS URI of the monthly North America Daymet Zarr Group on Azure Blob Storage.", + "xarray:open_kwargs": { + "consolidated": true + }, + "roles": [ + "data", + "zarr", + "https" + ] + } + } +} \ No newline at end of file diff --git a/datasets/daymet-monthly-pr/collection/description.md b/datasets/daymet-monthly-pr/collection/description.md new file mode 100644 index 000000000..251930d12 --- /dev/null +++ b/datasets/daymet-monthly-pr/collection/description.md @@ -0,0 +1,7 @@ +Monthly climate summaries derived from [Daymet](https://daymet.ornl.gov) Version 4 daily data at a 1 km x 1 km spatial resolution for five variables: minimum and maximum temperature, precipitation, vapor pressure, and snow water equivalent. Annual averages are provided for minimum and maximum temperature, vapor pressure, and snow water equivalent, and annual totals are provided for the precipitation variable. + +[Daymet](https://daymet.ornl.gov/) provides measurements of near-surface meteorological conditions; the main purpose is to provide data estimates where no instrumentation exists. The dataset covers the period from January 1, 1980 to the present. Each year is processed individually at the close of a calendar year. Data are in a Lambert conformal conic projection for North America and are distributed in Zarr and NetCDF formats, compliant with the [Climate and Forecast (CF) metadata conventions (version 1.6)](http://cfconventions.org/). + +Use the DOI at [https://doi.org/10.3334/ORNLDAAC/1855](https://doi.org/10.3334/ORNLDAAC/1855) to cite your usage of the data. + +This dataset provides coverage for Hawaii; North America and Puerto Rico are provided in [separate datasets](https://planetarycomputer.microsoft.com/dataset/group/daymet#monthly). diff --git a/datasets/daymet-monthly-pr/collection/template.json b/datasets/daymet-monthly-pr/collection/template.json new file mode 100644 index 000000000..0fc2c14bc --- /dev/null +++ b/datasets/daymet-monthly-pr/collection/template.json @@ -0,0 +1,608 @@ +{ + "type": "Collection", + "id": "daymet-monthly-pr", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://science.nasa.gov/earth-science/earth-science-data/data-information-policy", + "title": "EOSDIS Data Use Policy" + }, + { + "rel": "cite-as", + "href": "https://doi.org/10.3334/ORNLDAAC/1855" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/daymet-monthly-pr", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", + "https://stac-extensions.github.io/datacube/v2.0.0/schema.json" + ], + "sci:doi": "10.3334/ORNLDAAC/1855", + "sci:citation": "Thornton, M.M., R. Shrestha, Y. Wei, P.E. Thornton, S. Kao, and B.E. Wilson. 2020. Daymet: Monthly Climate Summaries on a 1-km Grid for North America, Version 4. ORNL DAAC, Oak Ridge, Tennessee, USA. https://doi.org/10.3334/ORNLDAAC/1855", + "msft:group_id": "daymet", + "cube:variables": { + "vp": { + "type": "data", + "unit": "Pa", + "attrs": { + "units": "Pa", + "long_name": "monthly average of daily average vapor pressure", + "cell_methods": "area: mean time: mean within days time: mean over days", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 492, + 231, + 364 + ], + "chunks": [ + 12, + 231, + 364 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "monthly average of daily average vapor pressure" + }, + "lat": { + "type": "auxiliary", + "unit": "degrees_north", + "attrs": { + "units": "degrees_north", + "long_name": "latitude coordinate", + "standard_name": "latitude" + }, + "shape": [ + 231, + 364 + ], + "chunks": [ + 231, + 364 + ], + "dimensions": [ + "y", + "x" + ], + "description": "latitude coordinate" + }, + "lon": { + "type": "auxiliary", + "unit": "degrees_east", + "attrs": { + "units": "degrees_east", + "long_name": "longitude coordinate", + "standard_name": "longitude" + }, + "shape": [ + 231, + 364 + ], + "chunks": [ + 231, + 364 + ], + "dimensions": [ + "y", + "x" + ], + "description": "longitude coordinate" + }, + "swe": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "long_name": "monthly total snow water equivalent", + "cell_methods": "area: mean time: sum within days time: sum over days", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 492, + 231, + 364 + ], + "chunks": [ + 12, + 231, + 364 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "monthly total snow water equivalent" + }, + "prcp": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "long_name": "monthly total precipitation", + "cell_methods": "area: mean time: sum within days time: sum over days", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 492, + 231, + 364 + ], + "chunks": [ + 12, + 231, + 364 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "monthly total precipitation" + }, + "tmax": { + "type": "data", + "unit": "degrees C", + "attrs": { + "units": "degrees C", + "long_name": "monthly average of daily maximum temperature", + "cell_methods": "area: mean time: maximum within days time: mean over days", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 492, + 231, + 364 + ], + "chunks": [ + 12, + 231, + 364 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "monthly average of daily maximum temperature" + }, + "tmin": { + "type": "data", + "unit": "degrees C", + "attrs": { + "units": "degrees C", + "long_name": "monthly average of daily minimum temperature", + "cell_methods": "area: mean time: minimum within days time: mean over days", + "grid_mapping": "lambert_conformal_conic" + }, + "shape": [ + 492, + 231, + 364 + ], + "chunks": [ + 12, + 231, + 364 + ], + "dimensions": [ + "time", + "y", + "x" + ], + "description": "monthly average of daily minimum temperature" + }, + "time_bnds": { + "type": "data", + "attrs": {}, + "shape": [ + 492, + 2 + ], + "chunks": [ + 12, + 2 + ], + "dimensions": [ + "time", + "nv" + ] + }, + "lambert_conformal_conic": { + "type": "data", + "attrs": { + "false_easting": 0.0, + "false_northing": 0.0, + "semi_major_axis": 6378137.0, + "grid_mapping_name": "lambert_conformal_conic", + "standard_parallel": [ + 25.0, + 60.0 + ], + "inverse_flattening": 298.257223563, + "latitude_of_projection_origin": 42.5, + "longitude_of_central_meridian": -100.0 + }, + "shape": [], + "dimensions": [] + } + }, + "msft:container": "daymet-zarr", + "cube:dimensions": { + "x": { + "axis": "x", + "step": 1000.0, + "type": "spatial", + "extent": [ + 3445750.0, + 3808750.0 + ], + "description": "x coordinate of projection", + "reference_system": { + "name": "undefined", + "type": "ProjectedCRS", + "$schema": "https://proj.org/schemas/v0.4/projjson.schema.json", + "base_crs": { + "name": "undefined", + "datum": { + "name": "undefined", + "type": "GeodeticReferenceFrame", + "ellipsoid": { + "name": "undefined", + "semi_major_axis": 6378137, + "inverse_flattening": 298.257223563 + } + }, + "coordinate_system": { + "axis": [ + { + "name": "Longitude", + "unit": "degree", + "direction": "east", + "abbreviation": "lon" + }, + { + "name": "Latitude", + "unit": "degree", + "direction": "north", + "abbreviation": "lat" + } + ], + "subtype": "ellipsoidal" + } + }, + "conversion": { + "name": "unknown", + "method": { + "id": { + "code": 9802, + "authority": "EPSG" + }, + "name": "Lambert Conic Conformal (2SP)" + }, + "parameters": [ + { + "id": { + "code": 8823, + "authority": "EPSG" + }, + "name": "Latitude of 1st standard parallel", + "unit": "degree", + "value": 25 + }, + { + "id": { + "code": 8824, + "authority": "EPSG" + }, + "name": "Latitude of 2nd standard parallel", + "unit": "degree", + "value": 60 + }, + { + "id": { + "code": 8821, + "authority": "EPSG" + }, + "name": "Latitude of false origin", + "unit": "degree", + "value": 42.5 + }, + { + "id": { + "code": 8822, + "authority": "EPSG" + }, + "name": "Longitude of false origin", + "unit": "degree", + "value": -100 + }, + { + "id": { + "code": 8826, + "authority": "EPSG" + }, + "name": "Easting at false origin", + "unit": "metre", + "value": 0 + }, + { + "id": { + "code": 8827, + "authority": "EPSG" + }, + "name": "Northing at false origin", + "unit": "metre", + "value": 0 + } + ] + }, + "coordinate_system": { + "axis": [ + { + "name": "Easting", + "unit": "metre", + "direction": "east", + "abbreviation": "E" + }, + { + "name": "Northing", + "unit": "metre", + "direction": "north", + "abbreviation": "N" + } + ], + "subtype": "Cartesian" + } + } + }, + "y": { + "axis": "y", + "step": -1000.0, + "type": "spatial", + "extent": [ + -1995000.0, + -1765000.0 + ], + "description": "y coordinate of projection", + "reference_system": { + "name": "undefined", + "type": "ProjectedCRS", + "$schema": "https://proj.org/schemas/v0.4/projjson.schema.json", + "base_crs": { + "name": "undefined", + "datum": { + "name": "undefined", + "type": "GeodeticReferenceFrame", + "ellipsoid": { + "name": "undefined", + "semi_major_axis": 6378137, + "inverse_flattening": 298.257223563 + } + }, + "coordinate_system": { + "axis": [ + { + "name": "Longitude", + "unit": "degree", + "direction": "east", + "abbreviation": "lon" + }, + { + "name": "Latitude", + "unit": "degree", + "direction": "north", + "abbreviation": "lat" + } + ], + "subtype": "ellipsoidal" + } + }, + "conversion": { + "name": "unknown", + "method": { + "id": { + "code": 9802, + "authority": "EPSG" + }, + "name": "Lambert Conic Conformal (2SP)" + }, + "parameters": [ + { + "id": { + "code": 8823, + "authority": "EPSG" + }, + "name": "Latitude of 1st standard parallel", + "unit": "degree", + "value": 25 + }, + { + "id": { + "code": 8824, + "authority": "EPSG" + }, + "name": "Latitude of 2nd standard parallel", + "unit": "degree", + "value": 60 + }, + { + "id": { + "code": 8821, + "authority": "EPSG" + }, + "name": "Latitude of false origin", + "unit": "degree", + "value": 42.5 + }, + { + "id": { + "code": 8822, + "authority": "EPSG" + }, + "name": "Longitude of false origin", + "unit": "degree", + "value": -100 + }, + { + "id": { + "code": 8826, + "authority": "EPSG" + }, + "name": "Easting at false origin", + "unit": "metre", + "value": 0 + }, + { + "id": { + "code": 8827, + "authority": "EPSG" + }, + "name": "Northing at false origin", + "unit": "metre", + "value": 0 + } + ] + }, + "coordinate_system": { + "axis": [ + { + "name": "Easting", + "unit": "metre", + "direction": "east", + "abbreviation": "E" + }, + { + "name": "Northing", + "unit": "metre", + "direction": "north", + "abbreviation": "N" + } + ], + "subtype": "Cartesian" + } + } + }, + "nv": { + "type": "count", + "values": [ + 0, + 1 + ], + "description": "Size of the 'time_bnds' variable." + }, + "time": { + "type": "temporal", + "extent": [ + "1980-01-16T12:00:00Z", + "2020-12-16T00:00:00Z" + ], + "description": "24-hour day based on local time" + } + }, + "msft:group_keys": [ + "monthly", + "puerto rico" + ], + "msft:storage_account": "daymeteuwest", + "msft:short_description": "Monthly climate summaries on a 1-km grid for Puerto Rico", + "msft:region": "westeurope", + "title": "Daymet Monthly Puerto Rico", + "extent": { + "spatial": { + "bbox": [ + [ + -67.9927, + 16.8444, + -64.1196, + 19.9382 + ] + ] + }, + "temporal": { + "interval": [ + [ + "1980-01-16T12:00:00Z", + "2020-12-16T00:00:00Z" + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "Daymet", + "Puerto Rico", + "Temperature", + "Precipitation", + "Vapor Pressure", + "Climate" + ], + "providers": [ + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + }, + { + "name": "ORNL DAAC", + "roles": [ + "producer" + ], + "url": "https://doi.org/10.3334/ORNLDAAC/1855" + } + ], + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/daymet-monthly-pr.png", + "type": "image/png", + "title": "Daymet monthly Puerto Rico map thumbnail", + "roles": [ + "thumbnail" + ] + }, + "zarr-abfs": { + "href": "abfs://daymet-zarr/monthly/pr.zarr", + "type": "application/vnd+zarr", + "title": "Monthly Puerto Rico Daymet Azure Blob File System Zarr root", + "description": "Azure Blob File System of the monthly Puerto Rico Daymet Zarr Group on Azure Blob Storage for use with adlfs.", + "xarray:open_kwargs": { + "consolidated": true + }, + "xarray:storage_options": { + "account_name": "daymeteuwest" + }, + "roles": [ + "data", + "zarr", + "abfs" + ] + }, + "zarr-https": { + "href": "https://daymeteuwest.blob.core.windows.net/daymet-zarr/monthly/pr.zarr", + "type": "application/vnd+zarr", + "title": "Monthly Puerto Rico Daymet HTTPS Zarr root", + "description": "HTTPS URI of the monthly Puerto Rico Daymet Zarr Group on Azure Blob Storage.", + "xarray:open_kwargs": { + "consolidated": true + }, + "roles": [ + "data", + "zarr", + "https" + ] + } + } +} \ No newline at end of file diff --git a/datasets/deltares-water-availability/collection/description.md b/datasets/deltares-water-availability/collection/description.md new file mode 100644 index 000000000..047ec4d08 --- /dev/null +++ b/datasets/deltares-water-availability/collection/description.md @@ -0,0 +1,23 @@ +[Deltares](https://www.deltares.nl/en/) has produced a hydrological model approach to simulate historical daily reservoir variations for 3,236 locations across the globe for the period 1970-2020 using the distributed [wflow_sbm](https://deltares.github.io/Wflow.jl/stable/model_docs/model_configurations/) model. The model outputs long-term daily information on reservoir volume, inflow and outflow dynamics, as well as information on upstream hydrological forcing. + +They hydrological model was forced with 5 different precipitation products. Two products (ERA5 and CHIRPS) are available at the global scale, while for Europe, USA and Australia a regional product was use (i.e. EOBS, NLDAS and BOM, respectively). Using these different precipitation products, it becomes possible to assess the impact of uncertainty in the model forcing. A different number of basins upstream of reservoirs are simulated, given the spatial coverage of each precipitation product. + +See the complete [methodology documentation](https://ai4edatasetspublicassets.blob.core.windows.net/assets/aod_docs/pc-deltares-water-availability-documentation.pdf) for more information. + +## Dataset coverages + +| Name | Scale | Period | Number of basins | +|--------|--------------------------|-----------|------------------| +| ERA5 | Global | 1967-2020 | 3236 | +| CHIRPS | Global (+/- 50 latitude) | 1981-2020 | 2951 | +| EOBS | Europe/North Africa | 1979-2020 | 682 | +| NLDAS | USA | 1979-2020 | 1090 | +| BOM | Australia | 1979-2020 | 116 | + +## STAC Metadata + +This STAC collection includes one STAC item per dataset. The item includes a `deltares:reservoir` property that can be used to query for the URL of a specific dataset. + +## Contact + +For questions about this dataset, contact [`aiforearthdatasets@microsoft.com`](mailto:aiforearthdatasets@microsoft.com?subject=deltares-floods%20question). \ No newline at end of file diff --git a/datasets/deltares-water-availability/collection/template.json b/datasets/deltares-water-availability/collection/template.json new file mode 100644 index 000000000..e3e0990a4 --- /dev/null +++ b/datasets/deltares-water-availability/collection/template.json @@ -0,0 +1,339 @@ +{ + "type": "Collection", + "id": "deltares-water-availability", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "documentation", + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/aod_docs/pc-deltares-water-availability-documentation.pdf", + "type": "application/pdf", + "title": "User Guide" + }, + { + "rel": "license", + "href": "https://cdla.dev/permissive-1-0/", + "type": "text/html", + "title": "Community Data License Agreement - Permissive, Version 1.0" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/deltares-water-availability", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/datacube/v2.0.0/schema.json", + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json" + ], + "item_assets": { + "data": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "title": "Flood Map", + "description": "Inundation maps of flood depth using a model that takes into account water level attenuation and is forced by sea level." + }, + "index": { + "type": "application/json", + "roles": [ + "index" + ], + "title": "Index file", + "description": "Kerchunk index file." + } + }, + "cube:variables": { + "P": { + "type": "data", + "unit": "mm per day", + "attrs": { + "units": "mm per day", + "description": "Average precipitation upstream of reservoir" + }, + "dimensions": [ + "time", + "GrandID", + "ksathorfrac" + ], + "description": "Average precipitation upstream of reservoir" + }, + "ETa": { + "type": "data", + "unit": "mm per day", + "attrs": { + "units": "mm per day", + "description": "Average simulated actual evapotransporation upstream of reservoir" + }, + "dimensions": [ + "time", + "GrandID", + "ksathorfrac" + ], + "description": "Average simulated actual evapotransporation upstream of reservoir" + }, + "PET": { + "type": "data", + "unit": "mm per day", + "attrs": { + "units": "mm per day", + "description": "Average potential evapotranspiration upstream of reservoir" + }, + "dimensions": [ + "time", + "GrandID", + "ksathorfrac" + ], + "description": "Average potential evapotranspiration upstream of reservoir" + }, + "Melt": { + "type": "data", + "unit": "mm per day", + "attrs": { + "units": "mm per day", + "description": "Average simulated snow melt upstream of reservoir" + }, + "dimensions": [ + "time", + "GrandID", + "ksathorfrac" + ], + "description": "Average simulated snow melt upstream of reservoir" + }, + "Snow": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "description": "Average simulated snow depth upstream of reservoir" + }, + "dimensions": [ + "time", + "GrandID", + "ksathorfrac" + ], + "description": "Average simulated snow depth upstream of reservoir" + }, + "Temp": { + "type": "data", + "unit": "degrees C", + "attrs": { + "units": "degrees C", + "description": "Average surface temperature upstream of reservoir" + }, + "dimensions": [ + "time", + "GrandID", + "ksathorfrac" + ], + "description": "Average surface temperature upstream of reservoir" + }, + "P_res": { + "type": "data", + "unit": "mm per day", + "attrs": { + "units": "mm per day", + "description": "Precipitation reservoir" + }, + "dimensions": [ + "time", + "GrandID", + "ksathorfrac" + ], + "description": "Precipitation reservoir" + }, + "S_res": { + "type": "data", + "unit": "m3", + "attrs": { + "units": "m3", + "description": "Simulated reservoir volume" + }, + "dimensions": [ + "time", + "GrandID", + "ksathorfrac" + ], + "description": "Simulated reservoir volume" + }, + "Ea_res": { + "type": "data", + "unit": "mm per day", + "attrs": { + "units": "mm per day", + "description": "Simulated actual evaporation reservoir" + }, + "dimensions": [ + "time", + "GrandID", + "ksathorfrac" + ], + "description": "Simulated actual evaporation reservoir" + }, + "Qin_res": { + "type": "data", + "unit": "m3 per s", + "attrs": { + "units": "m3 per s", + "description": "Simulated reservoir inflow (surface+subsurface)" + }, + "dimensions": [ + "time", + "GrandID", + "ksathorfrac" + ], + "description": "Simulated reservoir inflow (surface+subsurface)" + }, + "FracFull": { + "type": "data", + "unit": "m3", + "attrs": { + "units": "m3", + "description": "Simulated reservoir volume" + }, + "dimensions": [ + "time", + "GrandID", + "ksathorfrac" + ], + "description": "Simulated reservoir volume" + }, + "Qout_res": { + "type": "data", + "unit": "m3 per s", + "attrs": { + "units": "m3 per s", + "description": "Simulated reservoir outflow" + }, + "dimensions": [ + "time", + "GrandID", + "ksathorfrac" + ], + "description": "Simulated reservoir outflow" + }, + "latitude": { + "type": "data", + "unit": "degrees", + "attrs": { + "units": "degrees", + "description": "Latitude of reservoir" + }, + "dimensions": [ + "GrandID" + ], + "description": "Latitude of reservoir" + }, + "longitude": { + "type": "data", + "unit": "degrees", + "attrs": { + "units": "degrees", + "description": "Longitude of reservoir" + }, + "dimensions": [ + "GrandID" + ], + "description": "Longitude of reservoir" + } + }, + "msft:container": "reservoirs", + "cube:dimensions": { + "time": { + "step": "P1DT0H0M0S", + "type": "temporal", + "extent": [ + null, + "2020-12-31T00:00:00Z" + ] + }, + "GrandID": { + "type": "identifier", + "extent": [ + null, + null + ], + "description": "GrandID number of the reservoir of interest" + }, + "ksathorfrac": { + "type": "level", + "values": [ + 5, + 20, + 50, + 100, + 250 + ], + "description": "Five different value lateral anisotropy values used" + } + }, + "msft:storage_account": "deltaresreservoirssa", + "msft:short_description": "Historical daily reservoir variations.", + "msft:region": "westeurope", + "title": "Deltares Global Water Availability", + "extent": { + "spatial": { + "bbox": [ + [ + -180.0, + 90.0, + 180.0, + -90.0 + ] + ] + }, + "temporal": { + "interval": [ + [ + "1970-01-01T00:00:00Z", + "2020-12-31T00:00:00Z" + ] + ] + } + }, + "license": "CDLA-Permissive-1.0", + "keywords": [ + "Deltares", + "Water availability", + "Reservoir", + "Water", + "Precipitation" + ], + "providers": [ + { + "name": "Deltares", + "roles": [ + "producer" + ], + "url": "https://www.deltares.nl/en/" + }, + { + "name": "Microsoft", + "roles": [ + "host" + ], + "url": "https://planetarycomputer.microsoft.com/" + } + ], + "summaries": { + "deltares:reservoir": [ + "ERA5", + "CHIRPS", + "EOBS", + "NLDAS", + "BOM" + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.azureedge.net/assets/pc_thumbnails/additional_datasets/deltares-reservoir.jpg", + "type": "image/png", + "title": "Thumbnail", + "roles": [ + "thumbnail" + ] + } + } +} \ No newline at end of file diff --git a/datasets/deltaresfloods/collection/description.md b/datasets/deltaresfloods/collection/description.md index 72e8f4ee6..cbd315f69 100644 --- a/datasets/deltaresfloods/collection/description.md +++ b/datasets/deltaresfloods/collection/description.md @@ -18,7 +18,7 @@ This collection includes multiple global flood datasets derived from three diffe * `NASADEM` and `MERITDEM` are available at `90m` and `1km` resolutions * `LIDAR` is available at `5km` resolution -* + ## Historic event datasets This collection also includes historical storm event data files that follow similar DEM and resolution conventions. Not all storms events are available for each DEM and resolution combination, but generally follow the format of: diff --git a/datasets/deltaresfloods/collection/template.json b/datasets/deltaresfloods/collection/template.json index 3f08d2106..5d43e8e6b 100644 --- a/datasets/deltaresfloods/collection/template.json +++ b/datasets/deltaresfloods/collection/template.json @@ -1,6 +1,8 @@ { - "id": "deltares-floods", "type": "Collection", + "id": "deltares-floods", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", "links": [ { "rel": "documentation", @@ -13,94 +15,18 @@ "href": "https://cdla.dev/permissive-1-0/", "type": "text/html", "title": "Community Data License Agreement - Permissive, Version 1.0" - } - ], - "title": "Deltares Global Flood Maps", - "assets": { - "thumbnail": { - "href": "https://ai4edatasetspublicassets.azureedge.net/assets/pc_thumbnails/additional_datasets/deltares-flood.png", - "type": "image/png", - "roles": [ - "thumbnail" - ], - "title": "Thumbnail" - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180, - 90, - 180, - -90 - ] - ] }, - "temporal": { - "interval": [ - [ - "2018-01-01T00:00:00Z", - "2018-12-31T00:00:00Z" - ], - [ - "2050-01-01T00:00:00Z", - "2050-12-31T00:00:00Z" - ] - ] - } - }, - "license": "CDLA-Permissive-1.0", - "keywords": [ - "Deltares", - "Flood", - "Sea level rise", - "Water", - "Global" - ], - "providers": [ { - "url": "https://www.deltares.nl/en/", - "name": "Deltares", - "roles": [ - "producer" - ] - }, - { - "url": "https://planetarycomputer.microsoft.com/", - "name": "Microsoft", - "roles": [ - "host" - ] + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/deltares-floods", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], - "summaries": { - "deltares:dem_name": [ - "NASADEM", - "MERITDEM", - "LIDAR" - ], - "deltares:resolution": [ - "90m", - "1km", - "5km" - ], - "deltares:return_period": [ - 0, - 2, - 5, - 10, - 25, - 50, - 100, - 250 - ], - "deltares:sea_level_year": [ - 2018, - 2050 - ] - }, - "description": "{{ collection.description }}", + "stac_extensions": [ + "https://stac-extensions.github.io/datacube/v2.0.0/schema.json", + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json" + ], "item_assets": { "data": { "type": "application/x-netcdf", @@ -119,7 +45,6 @@ "description": "Kerchunk index file." } }, - "stac_version": "1.0.0", "cube:variables": { "inun": { "type": "data", @@ -150,7 +75,6 @@ } }, "msft:container": "floods", - "msft:region": "westeurope", "cube:dimensions": { "lat": { "axis": "y", @@ -249,10 +173,92 @@ "description": "time" } }, - "stac_extensions": [ - "https://stac-extensions.github.io/datacube/v2.0.0/schema.json", - "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json" - ], "msft:storage_account": "deltaresfloodssa", - "msft:short_description": "Global estimates of coastal inundation under various sea level rise conditions and return periods." + "msft:short_description": "Global estimates of coastal inundation under various sea level rise conditions and return periods.", + "msft:region": "westeurope", + "title": "Deltares Global Flood Maps", + "extent": { + "spatial": { + "bbox": [ + [ + -180.0, + 90.0, + 180.0, + -90.0 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2018-01-01T00:00:00Z", + "2018-12-31T00:00:00Z" + ], + [ + "2050-01-01T00:00:00Z", + "2050-12-31T00:00:00Z" + ] + ] + } + }, + "license": "CDLA-Permissive-1.0", + "keywords": [ + "Deltares", + "Flood", + "Sea level rise", + "Water", + "Global" + ], + "providers": [ + { + "name": "Deltares", + "roles": [ + "producer" + ], + "url": "https://www.deltares.nl/en/" + }, + { + "name": "Microsoft", + "roles": [ + "host" + ], + "url": "https://planetarycomputer.microsoft.com/" + } + ], + "summaries": { + "deltares:dem_name": [ + "NASADEM", + "MERITDEM", + "LIDAR" + ], + "deltares:resolution": [ + "90m", + "1km", + "5km" + ], + "deltares:return_period": [ + 0, + 2, + 5, + 10, + 25, + 50, + 100, + 250 + ], + "deltares:sea_level_year": [ + 2018, + 2050 + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.azureedge.net/assets/pc_thumbnails/additional_datasets/deltares-flood.png", + "type": "image/png", + "title": "Thumbnail", + "roles": [ + "thumbnail" + ] + } + } } \ No newline at end of file diff --git a/datasets/drcog-lulc/description.md b/datasets/drcog-lulc/description.md new file mode 100644 index 000000000..96b0924da --- /dev/null +++ b/datasets/drcog-lulc/description.md @@ -0,0 +1 @@ +The [Denver Regional Council of Governments (DRCOG) Land Use/Land Cover (LULC)](https://drcog.org/services-and-resources/data-maps-and-modeling/regional-land-use-land-cover-project) datasets are developed in partnership with the [Babbit Center for Land and Water Policy](https://www.lincolninst.edu/our-work/babbitt-center-land-water-policy) and the [Chesapeake Conservancy](https://www.chesapeakeconservancy.org/)'s Conservation Innovation Center (CIC). DRCOG LULC includes 2018 data at 3.28ft (1m) resolution covering 1,000 square miles and 2020 data at 1ft resolution covering 6,000 square miles of the Denver, Colorado region. The classification data is derived from the USDA's 1m National Agricultural Imagery Program (NAIP) aerial imagery and leaf-off aerial ortho-imagery captured as part of the [Denver Regional Aerial Photography Project](https://drcog.org/services-and-resources/data-maps-and-modeling/denver-regional-aerial-photography-project) (6in resolution everywhere except the mountainous regions to the west, which are 1ft resolution). \ No newline at end of file diff --git a/datasets/drcog-lulc/template.json b/datasets/drcog-lulc/template.json new file mode 100644 index 000000000..26ef4016c --- /dev/null +++ b/datasets/drcog-lulc/template.json @@ -0,0 +1,190 @@ +{ + "type": "Collection", + "id": "drcog-lulc", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://drcog.org/legal-terms", + "type": "text/html", + "title": "DRCOG Legal Terms" + }, + { + "rel": "describedby", + "href": "https://gis.drcog.org/rdc/supplemental/lulc_pilot_report.zip", + "type": "application/zip", + "title": "Supplemental Information" + }, + { + "rel": "original", + "href": "https://landcoverarchive.s3.amazonaws.com/2018/lulc_pilot_raster_2018.zip", + "type": "application/zip", + "title": "Land_Cover_Raster_Data_2018" + }, + { + "rel": "original", + "href": "https://landcoverarchive.s3.amazonaws.com/2020/DRCOG_2020_Landcover.zip", + "type": "application/zip", + "title": "Land_Cover_Raster_Data_2020" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/drcog-lulc", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/raster/v1.0.0/schema.json", + "https://stac-extensions.github.io/classification/v1.1.0/schema.json" + ], + "item_assets": { + "data": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "DRCOG LULC", + "description": "Denver Regional Council of Governments (DRCOG) Land Use Land Cover (LULC) Classifications", + "raster:bands": [ + { + "unit": "usft", + "sampling": "area", + "data_type": "uint8", + "description": "Classification values" + } + ], + "classification:classes": [ + { + "value": 1, + "color_hint": "FF0000", + "description": "Structures" + }, + { + "value": 2, + "color_hint": "B2B2B2", + "description": "Impervious Surfaces" + }, + { + "value": 3, + "color_hint": "00A9E6", + "description": "Water" + }, + { + "value": 4, + "color_hint": "C7D79E", + "description": "Prairie/Grassland/Natural Ground Cover" + }, + { + "value": 5, + "color_hint": "267300", + "description": "Tree Canopy" + }, + { + "value": 6, + "color_hint": "70A800", + "description": "Turf/Irrigated Land" + }, + { + "value": 7, + "color_hint": "FFEBAF", + "description": "Barren Land" + }, + { + "value": 8, + "color_hint": "FFAE42", + "description": "Cropland" + } + ] + } + }, + "msft:container": "drcog-lulc", + "msft:storage_account": "landcoverdata", + "msft:short_description": "2018 and 2020 Land Use/Land Cover classification of the Denver, Colorado region.", + "msft:region": "westeurope", + "title": "Denver Regional Council of Governments Land Use Land Cover", + "extent": { + "spatial": { + "bbox": [ + [ + -105.93962510864995, + 39.10438697007073, + -103.66801443832743, + 40.320593119647256 + ], + [ + -105.54671456161505, + 39.54013841830152, + -104.46335720577567, + 39.94430501943824 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2018-01-01T00:00:00Z", + "2020-12-31T23:59:59Z" + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "Land Cover", + "Land Use", + "NAIP", + "USDA" + ], + "providers": [ + { + "name": "Denver Regional Council of Governments", + "roles": [ + "producer", + "licensor" + ], + "url": "https://drcog.org/services-and-resources/data-maps-and-modeling/regional-land-use-land-cover-project" + }, + { + "name": "Microsoft", + "roles": [ + "processor", + "host" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "mission": [ + "2018 DRCOG LULC pilot study covering 1,000 square miles", + "2020 DRCOG LULC study covering 6,000 square miles" + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/drcog-lulc.png", + "type": "image/png", + "title": "DRCOG LULC", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/drcog-lulc.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": false + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } +} \ No newline at end of file diff --git a/datasets/eclipse/collection/description.md b/datasets/eclipse/collection/description.md index 9a987a6d9..cc8a8c1a5 100644 --- a/datasets/eclipse/collection/description.md +++ b/datasets/eclipse/collection/description.md @@ -1,36 +1,36 @@ -The [Project Eclipse](https://www.microsoft.com/en-us/research/project/project-eclipse/) Network is a low-cost air quality sensing network for cities and a research project led by the [Urban Innovation Group]( https://www.microsoft.com/en-us/research/urban-innovation-research/) at Microsoft Research. - -Project Eclipse currently includes over 100 locations in Chicago, Illinois, USA. - -This network was deployed starting in July, 2021, through a collaboration with the City of Chicago, the Array of Things Project, JCDecaux Chicago, and the Environmental Law and Policy Center as well as local environmental justice organizations in the city. [This talk]( https://www.microsoft.com/en-us/research/video/technology-demo-project-eclipse-hyperlocal-air-quality-monitoring-for-cities/) documents the network design and data calibration strategy. - -## Storage resources - -Data are stored in [Parquet](https://parquet.apache.org/) files in Azure Blob Storage in the West Europe Azure region, in the following blob container: - -`https://ai4edataeuwest.blob.core.windows.net/eclipse` - -Within that container, the periodic occurrence snapshots are stored in `Chicago/YYYY-MM-DD`, where `YYYY-MM-DD` corresponds to the date of the snapshot. -Each snapshot contains a sensor readings from the next 7-days in Parquet format starting with date on the folder name YYYY-MM-DD. -Therefore, the data files for the first snapshot are at - -`https://ai4edataeuwest.blob.core.windows.net/eclipse/chicago/2022-01-01/data_*.parquet - -The Parquet file schema is as described below. - -## Additional Documentation - -For details on Calibration of Pm2.5, O3 and NO2, please see [this PDF](https://ai4edatasetspublicassets.blob.core.windows.net/assets/aod_docs/Calibration_Doc_v1.1.pdf). - -## License and attribution -Please cite: Daepp, Cabral, Ranganathan et al. (2022) [Eclipse: An End-to-End Platform for Low-Cost, Hyperlocal Environmental Sensing in Cities. ACM/IEEE Information Processing in Sensor Networks. Milan, Italy.](https://www.microsoft.com/en-us/research/uploads/prod/2022/05/ACM_2022-IPSN_FINAL_Eclipse.pdf) - -## Contact - -For questions about this dataset, contact [`msrurbanops@microsoft.com`](mailto:msrurbanops@microsoft.com?subject=eclipse%20question) - - -## Learn more - -The [Eclipse Project](https://www.microsoft.com/en-us/research/urban-innovation-research/) contains an overview of the Project Eclipse at Microsoft Research. - +The [Project Eclipse](https://www.microsoft.com/en-us/research/project/project-eclipse/) Network is a low-cost air quality sensing network for cities and a research project led by the [Urban Innovation Group]( https://www.microsoft.com/en-us/research/urban-innovation-research/) at Microsoft Research. + +Project Eclipse currently includes over 100 locations in Chicago, Illinois, USA. + +This network was deployed starting in July, 2021, through a collaboration with the City of Chicago, the Array of Things Project, JCDecaux Chicago, and the Environmental Law and Policy Center as well as local environmental justice organizations in the city. [This talk]( https://www.microsoft.com/en-us/research/video/technology-demo-project-eclipse-hyperlocal-air-quality-monitoring-for-cities/) documents the network design and data calibration strategy. + +## Storage resources + +Data are stored in [Parquet](https://parquet.apache.org/) files in Azure Blob Storage in the West Europe Azure region, in the following blob container: + +`https://ai4edataeuwest.blob.core.windows.net/eclipse` + +Within that container, the periodic occurrence snapshots are stored in `Chicago/YYYY-MM-DD`, where `YYYY-MM-DD` corresponds to the date of the snapshot. +Each snapshot contains a sensor readings from the next 7-days in Parquet format starting with date on the folder name YYYY-MM-DD. +Therefore, the data files for the first snapshot are at + +`https://ai4edataeuwest.blob.core.windows.net/eclipse/chicago/2022-01-01/data_*.parquet + +The Parquet file schema is as described below. + +## Additional Documentation + +For details on Calibration of Pm2.5, O3 and NO2, please see [this PDF](https://ai4edatasetspublicassets.blob.core.windows.net/assets/aod_docs/Calibration_Doc_v1.1.pdf). + +## License and attribution +Please cite: Daepp, Cabral, Ranganathan et al. (2022) [Eclipse: An End-to-End Platform for Low-Cost, Hyperlocal Environmental Sensing in Cities. ACM/IEEE Information Processing in Sensor Networks. Milan, Italy.](https://www.microsoft.com/en-us/research/uploads/prod/2022/05/ACM_2022-IPSN_FINAL_Eclipse.pdf) + +## Contact + +For questions about this dataset, contact [`msrurbanops@microsoft.com`](mailto:msrurbanops@microsoft.com?subject=eclipse%20question) + + +## Learn more + +The [Eclipse Project](https://www.microsoft.com/en-us/research/urban-innovation-research/) contains an overview of the Project Eclipse at Microsoft Research. + diff --git a/datasets/eclipse/collection/template.json b/datasets/eclipse/collection/template.json index d4e60ab80..07b9dd76b 100644 --- a/datasets/eclipse/collection/template.json +++ b/datasets/eclipse/collection/template.json @@ -1,206 +1,212 @@ { - "type": "Collection", - "id": "eclipse", - "stac_version": "1.0.0", - "description": "{{ collection.description }}", - "links": [ - { - "rel": "license", - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/aod_docs/Microsoft%20Project%20Eclipse%20API%20Terms%20of%20Use_Mar%202022.pdf", - "type": "application/pdf", - "title": "Terms of use" - }, - { - "rel": "cite-as", - "href": "https://www.microsoft.com/en-us/research/uploads/prod/2022/05/ACM_2022-IPSN_FINAL_Eclipse.pdf", - "type": "application/pdf", - "title": "Eclipse: An End-to-End Platform for Low-Cost, Hyperlocal Environment Sensing in Cities" - } - ], - "stac_extensions": [ - "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", - "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", - "https://stac-extensions.github.io/table/v1.2.0/schema.json" - ], - "msft:short_description": "A network of low-cost air quality sensing network for cities and led by the Urban Innovation Group at Microsoft Research", - "msft:container": "eclipse", - "msft:region": "westeurope", - "msft:storage_account": "ai4edataeuwest", - "table:columns": [ - { - "name": "City", - "type": "byte_array", - "description": "City where the Microsoft Eclipse device is deployed" - }, - { - "name": "DeviceId", - "type": "int32", - "description": "Id for a given device" - }, - { - "name": "LocationName", - "type": "byte_array", - "description": "Unique string describing the device location" - }, - { - "name": "Latitude", - "type": "double", - "description": "Latitude of the device location" - }, - { - "name": "Longitude", - "type": "double", - "description": "Longitude of the device location" - }, - { - "name": "ReadingDateTimeUTC", - "type": "int96", - "description": "The UTC date time string (like 2022-03-04 20:27:25.000) when the reading from the Eclipse sensor was recorded" - }, - { - "name": "PM25", - "type": "double", - "description": "Uncalibrated Fine particulate matter (PM 2.5) in \u00b5g/m\u00b3" - }, - { - "name": "CalibratedPM25", - "type": "double", - "description": "Calibrated PM 2.5 in \u00b5g/m\u00b3" - }, - { - "name": "CalibratedO3", - "type": "double", - "description": "Calibrated Ozone in PPB" - }, - { - "name": "CalibratedNO2", - "type": "double", - "description": "Calibrated Nitrogen Dioxide in PPB" - }, - { - "name": "CO", - "type": "double", - "description": "Uncalibrated Carbon monoxide (CO) in PPM" - }, - { - "name": "Temperature", - "type": "double", - "description": "Degree Celsius" - }, - { - "name": "Humidity", - "type": "double", - "description": "Relative humidity" - }, - { - "name": "BatteryLevel", - "type": "double", - "description": "Device battery level in Volts" - }, - { - "name": "PercentBattery", - "type": "double", - "description": "Percent of device battery" - }, - { - "name": "CellSignal", - "type": "double", - "description": "Cellular signal strength in dB" - } - ], - "item_assets": { - "data": { - "type": "application/x-parquet", - "title": "Weekly dataset", - "roles": [ - "data" - ], - "table:storage_options": { - "account_name": "ai4edataeuwest" - } - } - }, - "sci:citation": "Daepp, Cabral, Ranganathan et al. (2022) Eclipse: An End-to-End Platform for Low-Cost, Hyperlocal Environmental Sensing in Cities. ACM/IEEE Information Processing in Sensor Networks. Milan, Italy. Eclipse: An End-to-End Platform for Low-Cost, Hyperlocal Environmental Sensing in Cities", - "title": "Urban Innovation Eclipse Sensor Data", - "extent": { - "spatial": { - "bbox": [ - [ - -87.94011408252348, - 41.64454312178303, - -87.5241371038952, - 42.023038586147585 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2021-01-01T00:00:00Z", - null - ] - ] - } - }, - "license": "proprietary", - "keywords": [ - "Eclipse", - "PM25", - "air pollution" - ], - "providers": [ - { - "name": "Urban Innovation", - "roles": [ - "producer", - "licensor", - "processor" - ], - "url": "https://www.microsoft.com/en-us/research/urban-innovation-research/" - }, - { - "name": "Microsoft", - "roles": [ - "host" - ], - "url": "https://planetarycomputer.microsoft.com" - } - ], - "assets": { - "thumbnail": { - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/eclipse-thumbnail.png", - "type": "image/png", - "title": "Urban Innovation Chicago Sensors", - "roles": [ - "thumbnail" - ] - }, - "data": { - "href": "abfs://eclipse/Chicago/", - "type": "application/x-parquet", - "title": "Full dataset", - "description": "Full parquet dataset", - "table:storage_options": { - "account_name": "ai4edataeuwest" - }, - "roles": [ - "data" - ] - }, - "geoparquet-items": { - "href": "abfs://items/eclipse.parquet", - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "table:storage_options": { - "account_name": "pcstacitems" - }, - "msft:partition_info": { - "is_partitioned": false - } + "type": "Collection", + "id": "eclipse", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/aod_docs/Microsoft%20Project%20Eclipse%20API%20Terms%20of%20Use_Mar%202022.pdf", + "type": "application/pdf", + "title": "Terms of use" + }, + { + "rel": "cite-as", + "href": "https://www.microsoft.com/en-us/research/uploads/prod/2022/05/ACM_2022-IPSN_FINAL_Eclipse.pdf", + "type": "application/pdf", + "title": "Eclipse: An End-to-End Platform for Low-Cost, Hyperlocal Environment Sensing in Cities" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/eclipse", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], + "item_assets": { + "data": { + "type": "application/x-parquet", + "roles": [ + "data" + ], + "title": "Weekly dataset", + "table:storage_options": { + "account_name": "ai4edataeuwest" + } + } + }, + "sci:citation": "Daepp, Cabral, Ranganathan et al. (2022) Eclipse: An End-to-End Platform for Low-Cost, Hyperlocal Environmental Sensing in Cities. ACM/IEEE Information Processing in Sensor Networks. Milan, Italy. Eclipse: An End-to-End Platform for Low-Cost, Hyperlocal Environmental Sensing in Cities", + "table:columns": [ + { + "name": "City", + "type": "byte_array", + "description": "City where the Microsoft Eclipse device is deployed" + }, + { + "name": "DeviceId", + "type": "int32", + "description": "Id for a given device" + }, + { + "name": "LocationName", + "type": "byte_array", + "description": "Unique string describing the device location" + }, + { + "name": "Latitude", + "type": "double", + "description": "Latitude of the device location" + }, + { + "name": "Longitude", + "type": "double", + "description": "Longitude of the device location" + }, + { + "name": "ReadingDateTimeUTC", + "type": "int96", + "description": "The UTC date time string (like 2022-03-04 20:27:25.000) when the reading from the Eclipse sensor was recorded" + }, + { + "name": "PM25", + "type": "double", + "description": "Uncalibrated Fine particulate matter (PM 2.5) in \u00b5g/m\u00b3" + }, + { + "name": "CalibratedPM25", + "type": "double", + "description": "Calibrated PM 2.5 in \u00b5g/m\u00b3" + }, + { + "name": "CalibratedO3", + "type": "double", + "description": "Calibrated Ozone in PPB" + }, + { + "name": "CalibratedNO2", + "type": "double", + "description": "Calibrated Nitrogen Dioxide in PPB" + }, + { + "name": "CO", + "type": "double", + "description": "Uncalibrated Carbon monoxide (CO) in PPM" + }, + { + "name": "Temperature", + "type": "double", + "description": "Degree Celsius" + }, + { + "name": "Humidity", + "type": "double", + "description": "Relative humidity" + }, + { + "name": "BatteryLevel", + "type": "double", + "description": "Device battery level in Volts" + }, + { + "name": "PercentBattery", + "type": "double", + "description": "Percent of device battery" + }, + { + "name": "CellSignal", + "type": "double", + "description": "Cellular signal strength in dB" + } + ], + "msft:container": "eclipse", + "msft:storage_account": "ai4edataeuwest", + "msft:short_description": "A network of low-cost air quality sensing network for cities and led by the Urban Innovation Group at Microsoft Research", + "msft:region": "westeurope", + "title": "Urban Innovation Eclipse Sensor Data", + "extent": { + "spatial": { + "bbox": [ + [ + -87.94011408252348, + 41.64454312178303, + -87.5241371038952, + 42.023038586147585 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2021-01-01T00:00:00Z", + null + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "Eclipse", + "PM25", + "air pollution" + ], + "providers": [ + { + "name": "Urban Innovation", + "roles": [ + "producer", + "licensor", + "processor" + ], + "url": "https://www.microsoft.com/en-us/research/urban-innovation-research/" + }, + { + "name": "Microsoft", + "roles": [ + "host" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "assets": { + "data": { + "href": "abfs://eclipse/Chicago/", + "type": "application/x-parquet", + "title": "Full dataset", + "description": "Full parquet dataset", + "table:storage_options": { + "account_name": "ai4edataeuwest" + }, + "roles": [ + "data" + ] + }, + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/eclipse-thumbnail.png", + "type": "image/png", + "title": "Urban Innovation Chicago Sensors", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/eclipse.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": false + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } } - } } \ No newline at end of file diff --git a/datasets/ecmwf-forecast/collection/template.json b/datasets/ecmwf-forecast/collection/template.json index 49e2ca371..6676c52da 100644 --- a/datasets/ecmwf-forecast/collection/template.json +++ b/datasets/ecmwf-forecast/collection/template.json @@ -1,6 +1,8 @@ { - "id": "ecmwf-forecast", "type": "Collection", + "id": "ecmwf-forecast", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", "links": [ { "rel": "license", @@ -13,19 +15,40 @@ "href": "https://confluence.ecmwf.int/display/UDOC/ECMWF+Open+Data+-+Real+Time", "type": "text/html", "title": "ECMWF Open Data (Real Time) documentation" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/ecmwf-forecast", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], - "title": "ECMWF Open Data (real-time)", - "assets": { - "thumbnail": { - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/ecmwf-forecast-thumbnail-proj.png", - "type": "image/png", + "stac_extensions": [ + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json" + ], + "item_assets": { + "data": { + "type": "application/wmo-GRIB2", "roles": [ - "thumbnail" + "data" + ], + "title": "GRIB2 data file", + "description": "The forecast data, as a grib2 file. Subsets of the data can be loaded using information from the associated index file." + }, + "index": { + "type": "application/x-ndjson", + "roles": [ + "index" ], - "title": "thumbnail" + "title": "Index file", + "description": "The index file contains information on each message within the GRIB2 file." } }, + "msft:region": "westeurope", + "msft:container": "ecmwf", + "msft:storage_account": "ai4edataeuwest", + "msft:short_description": "ECMWF Open Data (Real Time) forecasts", + "title": "ECMWF Open Data (real-time)", "extent": { "spatial": { "bbox": [ @@ -54,11 +77,11 @@ ], "providers": [ { - "url": "https://www.ecmwf.int/", "name": "ECMWF", "roles": [ "producer" - ] + ], + "url": "https://www.ecmwf.int/" } ], "summaries": { @@ -95,31 +118,14 @@ "18" ] }, - "description": "The [ECMWF catalog of real-time products](https://www.ecmwf.int/en/forecasts/datasets/catalogue-ecmwf-real-time-products) offers real-time meterological and oceanographic productions from the ECMWF forecast system. Users should consult the [ECMWF Forecast User Guide](https://confluence.ecmwf.int/display/FUG/1+Introduction) for detailed information on each of the products.\n\n## Overview of products\n\nThe following diagram shows the publishing schedule of the various products.\n\n\n\nThe vertical axis shows the various products, defined below, which are grouped by combinations of `stream`, `forecast type`, and `reference time`. The horizontal axis shows *forecast times* in 3-hour intervals out from the reference time. A black square over a particular forecast time, or step, indicates that a forecast is made for that forecast time, for that particular `stream`, `forecast type`, `reference time` combination.\n\n* **stream** is the forecasting system that produced the data. The values are available in the `ecmwf:stream` summary of the STAC collection. They are:\n * `enfo`: [ensemble forecast](https://confluence.ecmwf.int/display/FUG/ENS+-+Ensemble+Forecasts), atmospheric fields\n * `mmsf`: [multi-model seasonal forecasts](https://confluence.ecmwf.int/display/FUG/Long-Range+%28Seasonal%29+Forecast) fields from the ECMWF model only.\n * `oper`: [high-resolution forecast](https://confluence.ecmwf.int/display/FUG/HRES+-+High-Resolution+Forecast), atmospheric fields \n * `scda`: short cut-off high-resolution forecast, atmospheric fields (also known as \"high-frequency products\")\n * `scwv`: short cut-off high-resolution forecast, ocean wave fields (also known as \"high-frequency products\") and\n * `waef`: [ensemble forecast](https://confluence.ecmwf.int/display/FUG/ENS+-+Ensemble+Forecasts), ocean wave fields,\n * `wave`: wave model\n* **type** is the forecast type. The values are available in the `ecmwf:type` summary of the STAC collection. They are:\n * `fc`: forecast\n * `ef`: ensemble forecast\n * `pf`: ensemble probabilities\n * `tf`: trajectory forecast for tropical cyclone tracks\n* **reference time** is the hours after midnight when the model was run. Each stream / type will produce assets for different forecast times (steps from the reference datetime) depending on the reference time.\n\nVisit the [ECMWF's User Guide](https://confluence.ecmwf.int/display/UDOC/ECMWF+Open+Data+-+Real+Time) for more details on each of the various products.\n\nAssets are available for the previous 30 days.\n\n## Asset overview\n\nThe data are provided as [GRIB2 files](https://confluence.ecmwf.int/display/CKB/What+are+GRIB+files+and+how+can+I+read+them).\nAdditionally, [index files](https://confluence.ecmwf.int/display/UDOC/ECMWF+Open+Data+-+Real+Time#ECMWFOpenDataRealTime-IndexFilesIndexfiles) are provided, which can be used to read subsets of the data from Azure Blob Storage.\n\nWithin each `stream`, `forecast type`, `reference time`, the structure of the data are mostly consistent. Each GRIB2 file will have the\nsame data variables, coordinates (aside from `time` as the *reference time* changes and `step` as the *forecast time* changes). The exception\nis the `enfo-ep` and `waef-ep` products, which have more `step`s in the 240-hour forecast than in the 360-hour forecast. \n\nSee the example notebook for more on how to access the data.\n\n## STAC metadata\n\nThe Planetary Computer provides a single STAC item per GRIB2 file. Each GRIB2 file is global in extent, so every item has the same\n`bbox` and `geometry`.\n\nA few custom properties are available on each STAC item, which can be used in searches to narrow down the data to items of interest:\n\n* `ecmwf:stream`: The forecasting system (see above for definitions). The full set of values is available in the Collection's summaries.\n* `ecmwf:type`: The forecast type (see above for definitions). The full set of values is available in the Collection's summaries.\n* `ecmwf:step`: The offset from the reference datetime, expressed as ``, for example `\"3h\"` means \"3 hours from the reference datetime\". \n* `ecmwf:reference_datetime`: The datetime when the model was run. This indicates when the forecast *was made*, rather than when it's valid for.\n* `ecmwf:forecast_datetime`: The datetime for which the forecast is valid. This is also set as the item's `datetime`.\n\nSee the example notebook for more on how to use the STAC metadata to query for particular data.\n\n## Attribution\n\nThe products listed and described on this page are available to the public and their use is governed by the [Creative Commons CC-4.0-BY license and the ECMWF Terms of Use](https://apps.ecmwf.int/datasets/licences/general/). This means that the data may be redistributed and used commercially, subject to appropriate attribution.\n\nThe following wording should be attached to the use of this ECMWF dataset: \n\n1. Copyright statement: Copyright \"© [year] European Centre for Medium-Range Weather Forecasts (ECMWF)\".\n2. Source [www.ecmwf.int](http://www.ecmwf.int/)\n3. License Statement: This data is published under a Creative Commons Attribution 4.0 International (CC BY 4.0). [https://creativecommons.org/licenses/by/4.0/](https://creativecommons.org/licenses/by/4.0/)\n4. Disclaimer: ECMWF does not accept any liability whatsoever for any error or omission in the data, their availability, or for any loss or damage arising from their use.\n5. Where applicable, an indication if the material has been modified and an indication of previous modifications.\n\nThe following wording shall be attached to services created with this ECMWF dataset:\n\n1. Copyright statement: Copyright \"This service is based on data and products of the European Centre for Medium-Range Weather Forecasts (ECMWF)\".\n2. Source www.ecmwf.int\n3. License Statement: This ECMWF data is published under a Creative Commons Attribution 4.0 International (CC BY 4.0). [https://creativecommons.org/licenses/by/4.0/](https://creativecommons.org/licenses/by/4.0/)\n4. Disclaimer: ECMWF does not accept any liability whatsoever for any error or omission in the data, their availability, or for any loss or damage arising from their use.\n5. Where applicable, an indication if the material has been modified and an indication of previous modifications\n\n## More information\n\nFor more, see the [ECMWF's User Guide](https://confluence.ecmwf.int/display/UDOC/ECMWF+Open+Data+-+Real+Time) and [example notebooks](https://github.com/ecmwf/notebook-examples/tree/master/opencharts).", - "item_assets": { - "data": { - "type": "application/wmo-GRIB2", - "roles": [ - "data" - ], - "title": "GRIB2 data file", - "description": "The forecast data, as a grib2 file. Subsets of the data can be loaded using information from the associated index file." - }, - "index": { - "type": "application/x-ndjson", + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/ecmwf-forecast-thumbnail-proj.png", + "type": "image/png", + "title": "thumbnail", "roles": [ - "index" - ], - "title": "Index file", - "description": "The index file contains information on each message within the GRIB2 file." + "thumbnail" + ] } - }, - "stac_version": "1.0.0", - "msft:container": "ecmwf", - "stac_extensions": [ - "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json" - ], - "msft:storage_account": "ai4edataeuwest", - "msft:short_description": "ECMWF Open Data (Real Time) forecasts", - "msft:region": "westeurope" + } } \ No newline at end of file diff --git a/datasets/era5-pds/collection/template.json b/datasets/era5-pds/collection/template.json index a84b5113d..6d1c4dbe5 100644 --- a/datasets/era5-pds/collection/template.json +++ b/datasets/era5-pds/collection/template.json @@ -1,673 +1,679 @@ { - "type": "Collection", - "id": "era5-pds", - "stac_version": "1.0.0", - "description": "{{ collection.description }}", - "links": [ - { - "rel": "license", - "href": "https://apps.ecmwf.int/datasets/licences/copernicus/", - "type": "application/pdf", - "title": "License to Use Copernicus Products" - }, - { - "rel": "describedby", - "href": "https://confluence.ecmwf.int/display/CKB/ERA5", - "type": "text/html", - "title": "Project homepage" - }, - { - "rel": "describedby", - "href": "https://confluence.ecmwf.int/display/CKB/How+to+acknowledge+and+cite+a+Climate+Data+Store+%28CDS%29+catalogue+entry+and+the+data+published+as+part+of+it", - "type": "text/html", - "title": "How to cite" - } - ], - "stac_extensions": [ - "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", - "https://stac-extensions.github.io/datacube/v2.0.0/schema.json" - ], - "msft:storage_account": "cpdataeuwest", - "msft:container": "era5", - "msft:region": "westeurope", - "msft:short_description": "A comprehensive reanalysis, which assimilates as many observations as possible in the upper air and near surface.", - "cube:variables": { - "air_pressure_at_mean_sea_level": { - "type": "data", - "description": "Mean sea level pressure", - "dimensions": [ - "time", - "lat", - "lon" - ], - "unit": "Pa", - "attrs": { - "long_name": "Mean sea level pressure", - "nameCDM": "Mean_sea_level_pressure_surface", - "nameECMWF": "Mean sea level pressure", - "product_type": "analysis", - "shortNameECMWF": "msl", - "standard_name": "air_pressure_at_mean_sea_level", - "units": "Pa" - }, - "shape": [ - null, - 721, - 1440 - ] - }, - "air_temperature_at_2_metres": { - "type": "data", - "description": "2 metre temperature", - "dimensions": [ - "time", - "lat", - "lon" - ], - "unit": "K", - "attrs": { - "long_name": "2 metre temperature", - "nameCDM": "2_metre_temperature_surface", - "nameECMWF": "2 metre temperature", - "product_type": "analysis", - "shortNameECMWF": "2t", - "standard_name": "air_temperature", - "units": "K" - }, - "shape": [ - null, - 721, - 1440 - ] - }, - "dew_point_temperature_at_2_metres": { - "type": "data", - "description": "2 metre dewpoint temperature", - "dimensions": [ - "time", - "lat", - "lon" - ], - "unit": "K", - "attrs": { - "long_name": "2 metre dewpoint temperature", - "nameCDM": "2_metre_dewpoint_temperature_surface", - "nameECMWF": "2 metre dewpoint temperature", - "product_type": "analysis", - "shortNameECMWF": "2d", - "standard_name": "dew_point_temperature", - "units": "K" - }, - "shape": [ - null, - 721, - 1440 - ] - }, - "eastward_wind_at_100_metres": { - "type": "data", - "description": "100 metre U wind component", - "dimensions": [ - "time", - "lat", - "lon" - ], - "unit": "m s**-1", - "attrs": { - "long_name": "100 metre U wind component", - "nameCDM": "100_metre_U_wind_component_surface", - "nameECMWF": "100 metre U wind component", - "product_type": "analysis", - "shortNameECMWF": "100u", - "standard_name": "eastward_wind", - "units": "m s**-1" - }, - "shape": [ - null, - 721, - 1440 - ] - }, - "eastward_wind_at_10_metres": { - "type": "data", - "description": "10 metre U wind component", - "dimensions": [ - "time", - "lat", - "lon" - ], - "unit": "m s**-1", - "attrs": { - "long_name": "10 metre U wind component", - "nameCDM": "10_metre_U_wind_component_surface", - "nameECMWF": "10 metre U wind component", - "product_type": "analysis", - "shortNameECMWF": "10u", - "standard_name": "eastward_wind", - "units": "m s**-1" - }, - "shape": [ - null, - 721, - 1440 - ] - }, - "northward_wind_at_100_metres": { - "type": "data", - "description": "100 metre V wind component", - "dimensions": [ - "time", - "lat", - "lon" - ], - "unit": "m s**-1", - "attrs": { - "long_name": "100 metre V wind component", - "nameCDM": "100_metre_V_wind_component_surface", - "nameECMWF": "100 metre V wind component", - "product_type": "analysis", - "shortNameECMWF": "100v", - "standard_name": "northward_wind", - "units": "m s**-1" - }, - "shape": [ - null, - 721, - 1440 - ] - }, - "northward_wind_at_10_metres": { - "type": "data", - "description": "10 metre V wind component", - "dimensions": [ - "time", - "lat", - "lon" - ], - "unit": "m s**-1", - "attrs": { - "long_name": "10 metre V wind component", - "nameCDM": "10_metre_V_wind_component_surface", - "nameECMWF": "10 metre V wind component", - "product_type": "analysis", - "shortNameECMWF": "10v", - "standard_name": "northward_wind", - "units": "m s**-1" - }, - "shape": [ - null, - 721, - 1440 - ] - }, - "sea_surface_temperature": { - "type": "data", - "description": "Sea surface temperature", - "dimensions": [ - "time", - "lat", - "lon" - ], - "unit": "K", - "attrs": { - "long_name": "Sea surface temperature", - "nameCDM": "Sea_surface_temperature_surface", - "nameECMWF": "Sea surface temperature", - "product_type": "analysis", - "shortNameECMWF": "sst", - "standard_name": "sea_surface_temperature", - "units": "K" - }, - "shape": [ - null, - 721, - 1440 - ] - }, - "surface_air_pressure": { - "type": "data", - "description": "Surface pressure", - "dimensions": [ - "time", - "lat", - "lon" - ], - "unit": "Pa", - "attrs": { - "long_name": "Surface pressure", - "nameCDM": "Surface_pressure_surface", - "nameECMWF": "Surface pressure", - "product_type": "analysis", - "shortNameECMWF": "sp", - "standard_name": "surface_air_pressure", - "units": "Pa" - }, - "shape": [ - null, - 721, - 1440 - ] - }, - "air_temperature_at_2_metres_1hour_Maximum": { - "type": "data", - "description": "Maximum temperature at 2 metres since previous post-processing", - "dimensions": [ - "time", - "lat", - "lon" - ], - "unit": "K", - "attrs": { - "long_name": "Maximum temperature at 2 metres since previous post-processing", - "nameCDM": "Maximum_temperature_at_2_metres_since_previous_post-processing_surface_1_Hour_2", - "nameECMWF": "Maximum temperature at 2 metres since previous post-processing", - "product_type": "forecast", - "shortNameECMWF": "mx2t", - "standard_name": "air_temperature", - "units": "K" - }, - "shape": [ - null, - 721, - 1440 - ] - }, - "time1_bounds": { - "type": "data", - "dimensions": [ - "time", - "nv" - ], - "attrs": {}, - "shape": [ - null, - 2 - ] - }, - "air_temperature_at_2_metres_1hour_Minimum": { - "type": "data", - "description": "Minimum temperature at 2 metres since previous post-processing", - "dimensions": [ - "time", - "lat", - "lon" - ], - "unit": "K", - "attrs": { - "long_name": "Minimum temperature at 2 metres since previous post-processing", - "nameCDM": "Minimum_temperature_at_2_metres_since_previous_post-processing_surface_1_Hour_2", - "nameECMWF": "Minimum temperature at 2 metres since previous post-processing", - "product_type": "forecast", - "shortNameECMWF": "mn2t", - "standard_name": "air_temperature", - "units": "K" - }, - "shape": [ - null, - 721, - 1440 - ] - }, - "integral_wrt_time_of_surface_direct_downwelling_shortwave_flux_in_air_1hour_Accumulation": { - "type": "data", - "description": "Surface solar radiation downwards", - "dimensions": [ - "time", - "lat", - "lon" - ], - "unit": "J m**-2", - "attrs": { - "long_name": "Surface solar radiation downwards", - "nameCDM": "Surface_solar_radiation_downwards_surface_1_Hour_Accumulation", - "nameECMWF": "Surface solar radiation downwards", - "product_type": "forecast", - "shortNameECMWF": "ssrd", - "standard_name": "integral_wrt_time_of_surface_direct_downwelling_shortwave_flux_in_air", - "units": "J m**-2" - }, - "shape": [ - null, - 721, - 1440 - ] - }, - "precipitation_amount_1hour_Accumulation": { - "type": "data", - "description": "Total precipitation", - "dimensions": [ - "time", - "lat", - "lon" - ], - "unit": "m", - "attrs": { - "long_name": "Total precipitation", - "nameCDM": "Total_precipitation_1hour_Accumulation", - "nameECMWF": "Total precipitation", - "product_type": "forecast", - "shortNameECMWF": "tp", - "standard_name": "precipitation_amount", - "units": "m" - }, - "shape": [ - null, - 721, - 1440 - ] - } - }, - "cube:dimensions": { - "time": { - "extent": [ - "1970-01-01T00:00:00Z", - null - ], - "step": "P0DT1H0M0S", - "type": "temporal" - }, - "lon": { - "axis": "x", - "extent": [ - 0.0, - 359.75 - ], - "step": 0.25, - "description": "longitude", - "reference_system": "epsg:4326", - "type": "spatial" - }, - "lat": { - "axis": "y", - "extent": [ - -90.0, - 90.0 - ], - "step": -0.25, - "description": "latitude", - "reference_system": "epsg:4326", - "type": "spatial" - } - }, - "item_assets": { - "surface_air_pressure": { - "type": "application/vnd+zarr", - "title": "Surface pressure", - "xarray:open_kwargs": { - "chunks": {}, - "engine": "zarr", - "consolidated": true, - "storage_options": { - "account_name": "cpdataeuwest" - } - }, - "roles": [ - "data" - ] - }, - "sea_surface_temperature": { - "type": "application/vnd+zarr", - "title": "Sea surface temperature", - "xarray:open_kwargs": { - "chunks": {}, - "engine": "zarr", - "consolidated": true, - "storage_options": { - "account_name": "cpdataeuwest" - } - }, - "roles": [ - "data" - ] - }, - "eastward_wind_at_10_metres": { - "type": "application/vnd+zarr", - "title": "10 metre U wind component", - "xarray:open_kwargs": { - "chunks": {}, - "engine": "zarr", - "consolidated": true, - "storage_options": { - "account_name": "cpdataeuwest" - } - }, - "roles": [ - "data" - ] - }, - "air_temperature_at_2_metres": { - "type": "application/vnd+zarr", - "title": "2 metre temperature", - "xarray:open_kwargs": { - "chunks": {}, - "engine": "zarr", - "consolidated": true, - "storage_options": { - "account_name": "cpdataeuwest" - } - }, - "roles": [ - "data" - ] - }, - "eastward_wind_at_100_metres": { - "type": "application/vnd+zarr", - "title": "100 metre U wind component", - "xarray:open_kwargs": { - "chunks": {}, - "engine": "zarr", - "consolidated": true, - "storage_options": { - "account_name": "cpdataeuwest" - } - }, - "roles": [ - "data" - ] - }, - "northward_wind_at_10_metres": { - "type": "application/vnd+zarr", - "title": "10 metre V wind component", - "xarray:open_kwargs": { - "chunks": {}, - "engine": "zarr", - "consolidated": true, - "storage_options": { - "account_name": "cpdataeuwest" - } - }, - "roles": [ - "data" - ] - }, - "northward_wind_at_100_metres": { - "type": "application/vnd+zarr", - "title": "100 metre V wind component", - "xarray:open_kwargs": { - "chunks": {}, - "engine": "zarr", - "consolidated": true, - "storage_options": { - "account_name": "cpdataeuwest" - } - }, - "roles": [ - "data" - ] - }, - "air_pressure_at_mean_sea_level": { - "type": "application/vnd+zarr", - "title": "Mean sea level pressure", - "xarray:open_kwargs": { - "chunks": {}, - "engine": "zarr", - "consolidated": true, - "storage_options": { - "account_name": "cpdataeuwest" + "type": "Collection", + "id": "era5-pds", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://apps.ecmwf.int/datasets/licences/copernicus/", + "type": "application/pdf", + "title": "License to Use Copernicus Products" + }, + { + "rel": "describedby", + "href": "https://confluence.ecmwf.int/display/CKB/ERA5", + "type": "text/html", + "title": "Project homepage" + }, + { + "rel": "describedby", + "href": "https://confluence.ecmwf.int/display/CKB/How+to+acknowledge+and+cite+a+Climate+Data+Store+%28CDS%29+catalogue+entry+and+the+data+published+as+part+of+it", + "type": "text/html", + "title": "How to cite" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/era5-pds", + "type": "text/html", + "title": "Human readable dataset overview and reference" } - }, - "roles": [ - "data" - ] - }, - "dew_point_temperature_at_2_metres": { - "type": "application/vnd+zarr", - "title": "2 metre dewpoint temperature", - "xarray:open_kwargs": { - "chunks": {}, - "engine": "zarr", - "consolidated": true, - "storage_options": { - "account_name": "cpdataeuwest" + ], + "stac_extensions": [ + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/datacube/v2.0.0/schema.json" + ], + "item_assets": { + "surface_air_pressure": { + "type": "application/vnd+zarr", + "roles": [ + "data" + ], + "title": "Surface pressure", + "xarray:open_kwargs": { + "chunks": {}, + "engine": "zarr", + "consolidated": true, + "storage_options": { + "account_name": "cpdataeuwest" + } + } + }, + "sea_surface_temperature": { + "type": "application/vnd+zarr", + "roles": [ + "data" + ], + "title": "Sea surface temperature", + "xarray:open_kwargs": { + "chunks": {}, + "engine": "zarr", + "consolidated": true, + "storage_options": { + "account_name": "cpdataeuwest" + } + } + }, + "eastward_wind_at_10_metres": { + "type": "application/vnd+zarr", + "roles": [ + "data" + ], + "title": "10 metre U wind component", + "xarray:open_kwargs": { + "chunks": {}, + "engine": "zarr", + "consolidated": true, + "storage_options": { + "account_name": "cpdataeuwest" + } + } + }, + "air_temperature_at_2_metres": { + "type": "application/vnd+zarr", + "roles": [ + "data" + ], + "title": "2 metre temperature", + "xarray:open_kwargs": { + "chunks": {}, + "engine": "zarr", + "consolidated": true, + "storage_options": { + "account_name": "cpdataeuwest" + } + } + }, + "eastward_wind_at_100_metres": { + "type": "application/vnd+zarr", + "roles": [ + "data" + ], + "title": "100 metre U wind component", + "xarray:open_kwargs": { + "chunks": {}, + "engine": "zarr", + "consolidated": true, + "storage_options": { + "account_name": "cpdataeuwest" + } + } + }, + "northward_wind_at_10_metres": { + "type": "application/vnd+zarr", + "roles": [ + "data" + ], + "title": "10 metre V wind component", + "xarray:open_kwargs": { + "chunks": {}, + "engine": "zarr", + "consolidated": true, + "storage_options": { + "account_name": "cpdataeuwest" + } + } + }, + "northward_wind_at_100_metres": { + "type": "application/vnd+zarr", + "roles": [ + "data" + ], + "title": "100 metre V wind component", + "xarray:open_kwargs": { + "chunks": {}, + "engine": "zarr", + "consolidated": true, + "storage_options": { + "account_name": "cpdataeuwest" + } + } + }, + "air_pressure_at_mean_sea_level": { + "type": "application/vnd+zarr", + "roles": [ + "data" + ], + "title": "Mean sea level pressure", + "xarray:open_kwargs": { + "chunks": {}, + "engine": "zarr", + "consolidated": true, + "storage_options": { + "account_name": "cpdataeuwest" + } + } + }, + "dew_point_temperature_at_2_metres": { + "type": "application/vnd+zarr", + "roles": [ + "data" + ], + "title": "2 metre dewpoint temperature", + "xarray:open_kwargs": { + "chunks": {}, + "engine": "zarr", + "consolidated": true, + "storage_options": { + "account_name": "cpdataeuwest" + } + } + }, + "precipitation_amount_1hour_Accumulation": { + "type": "application/vnd+zarr", + "roles": [ + "data" + ], + "title": "Total precipitation", + "xarray:open_kwargs": { + "chunks": {}, + "engine": "zarr", + "consolidated": true, + "storage_options": { + "account_name": "cpdataeuwest" + } + } + }, + "air_temperature_at_2_metres_1hour_Maximum": { + "type": "application/vnd+zarr", + "roles": [ + "data" + ], + "title": "Maximum temperature at 2 metres since previous post-processing", + "xarray:open_kwargs": { + "chunks": {}, + "engine": "zarr", + "consolidated": true, + "storage_options": { + "account_name": "cpdataeuwest" + } + } + }, + "air_temperature_at_2_metres_1hour_Minimum": { + "type": "application/vnd+zarr", + "roles": [ + "data" + ], + "title": "Minimum temperature at 2 metres since previous post-processing", + "xarray:open_kwargs": { + "chunks": {}, + "engine": "zarr", + "consolidated": true, + "storage_options": { + "account_name": "cpdataeuwest" + } + } + }, + "integral_wrt_time_of_surface_direct_downwelling_shortwave_flux_in_air_1hour_Accumulation": { + "type": "application/vnd+zarr", + "roles": [ + "data" + ], + "title": "Surface solar radiation downwards", + "xarray:open_kwargs": { + "chunks": {}, + "engine": "zarr", + "consolidated": true, + "storage_options": { + "account_name": "cpdataeuwest" + } + } } - }, - "roles": [ - "data" - ] }, - "precipitation_amount_1hour_Accumulation": { - "type": "application/vnd+zarr", - "title": "Total precipitation", - "xarray:open_kwargs": { - "chunks": {}, - "engine": "zarr", - "consolidated": true, - "storage_options": { - "account_name": "cpdataeuwest" + "cube:variables": { + "time1_bounds": { + "type": "data", + "attrs": {}, + "shape": [ + null, + 2 + ], + "dimensions": [ + "time", + "nv" + ] + }, + "surface_air_pressure": { + "type": "data", + "unit": "Pa", + "attrs": { + "units": "Pa", + "nameCDM": "Surface_pressure_surface", + "long_name": "Surface pressure", + "nameECMWF": "Surface pressure", + "product_type": "analysis", + "standard_name": "surface_air_pressure", + "shortNameECMWF": "sp" + }, + "shape": [ + null, + 721, + 1440 + ], + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "Surface pressure" + }, + "sea_surface_temperature": { + "type": "data", + "unit": "K", + "attrs": { + "units": "K", + "nameCDM": "Sea_surface_temperature_surface", + "long_name": "Sea surface temperature", + "nameECMWF": "Sea surface temperature", + "product_type": "analysis", + "standard_name": "sea_surface_temperature", + "shortNameECMWF": "sst" + }, + "shape": [ + null, + 721, + 1440 + ], + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "Sea surface temperature" + }, + "eastward_wind_at_10_metres": { + "type": "data", + "unit": "m s**-1", + "attrs": { + "units": "m s**-1", + "nameCDM": "10_metre_U_wind_component_surface", + "long_name": "10 metre U wind component", + "nameECMWF": "10 metre U wind component", + "product_type": "analysis", + "standard_name": "eastward_wind", + "shortNameECMWF": "10u" + }, + "shape": [ + null, + 721, + 1440 + ], + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "10 metre U wind component" + }, + "air_temperature_at_2_metres": { + "type": "data", + "unit": "K", + "attrs": { + "units": "K", + "nameCDM": "2_metre_temperature_surface", + "long_name": "2 metre temperature", + "nameECMWF": "2 metre temperature", + "product_type": "analysis", + "standard_name": "air_temperature", + "shortNameECMWF": "2t" + }, + "shape": [ + null, + 721, + 1440 + ], + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "2 metre temperature" + }, + "eastward_wind_at_100_metres": { + "type": "data", + "unit": "m s**-1", + "attrs": { + "units": "m s**-1", + "nameCDM": "100_metre_U_wind_component_surface", + "long_name": "100 metre U wind component", + "nameECMWF": "100 metre U wind component", + "product_type": "analysis", + "standard_name": "eastward_wind", + "shortNameECMWF": "100u" + }, + "shape": [ + null, + 721, + 1440 + ], + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "100 metre U wind component" + }, + "northward_wind_at_10_metres": { + "type": "data", + "unit": "m s**-1", + "attrs": { + "units": "m s**-1", + "nameCDM": "10_metre_V_wind_component_surface", + "long_name": "10 metre V wind component", + "nameECMWF": "10 metre V wind component", + "product_type": "analysis", + "standard_name": "northward_wind", + "shortNameECMWF": "10v" + }, + "shape": [ + null, + 721, + 1440 + ], + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "10 metre V wind component" + }, + "northward_wind_at_100_metres": { + "type": "data", + "unit": "m s**-1", + "attrs": { + "units": "m s**-1", + "nameCDM": "100_metre_V_wind_component_surface", + "long_name": "100 metre V wind component", + "nameECMWF": "100 metre V wind component", + "product_type": "analysis", + "standard_name": "northward_wind", + "shortNameECMWF": "100v" + }, + "shape": [ + null, + 721, + 1440 + ], + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "100 metre V wind component" + }, + "air_pressure_at_mean_sea_level": { + "type": "data", + "unit": "Pa", + "attrs": { + "units": "Pa", + "nameCDM": "Mean_sea_level_pressure_surface", + "long_name": "Mean sea level pressure", + "nameECMWF": "Mean sea level pressure", + "product_type": "analysis", + "standard_name": "air_pressure_at_mean_sea_level", + "shortNameECMWF": "msl" + }, + "shape": [ + null, + 721, + 1440 + ], + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "Mean sea level pressure" + }, + "dew_point_temperature_at_2_metres": { + "type": "data", + "unit": "K", + "attrs": { + "units": "K", + "nameCDM": "2_metre_dewpoint_temperature_surface", + "long_name": "2 metre dewpoint temperature", + "nameECMWF": "2 metre dewpoint temperature", + "product_type": "analysis", + "standard_name": "dew_point_temperature", + "shortNameECMWF": "2d" + }, + "shape": [ + null, + 721, + 1440 + ], + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "2 metre dewpoint temperature" + }, + "precipitation_amount_1hour_Accumulation": { + "type": "data", + "unit": "m", + "attrs": { + "units": "m", + "nameCDM": "Total_precipitation_1hour_Accumulation", + "long_name": "Total precipitation", + "nameECMWF": "Total precipitation", + "product_type": "forecast", + "standard_name": "precipitation_amount", + "shortNameECMWF": "tp" + }, + "shape": [ + null, + 721, + 1440 + ], + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "Total precipitation" + }, + "air_temperature_at_2_metres_1hour_Maximum": { + "type": "data", + "unit": "K", + "attrs": { + "units": "K", + "nameCDM": "Maximum_temperature_at_2_metres_since_previous_post-processing_surface_1_Hour_2", + "long_name": "Maximum temperature at 2 metres since previous post-processing", + "nameECMWF": "Maximum temperature at 2 metres since previous post-processing", + "product_type": "forecast", + "standard_name": "air_temperature", + "shortNameECMWF": "mx2t" + }, + "shape": [ + null, + 721, + 1440 + ], + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "Maximum temperature at 2 metres since previous post-processing" + }, + "air_temperature_at_2_metres_1hour_Minimum": { + "type": "data", + "unit": "K", + "attrs": { + "units": "K", + "nameCDM": "Minimum_temperature_at_2_metres_since_previous_post-processing_surface_1_Hour_2", + "long_name": "Minimum temperature at 2 metres since previous post-processing", + "nameECMWF": "Minimum temperature at 2 metres since previous post-processing", + "product_type": "forecast", + "standard_name": "air_temperature", + "shortNameECMWF": "mn2t" + }, + "shape": [ + null, + 721, + 1440 + ], + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "Minimum temperature at 2 metres since previous post-processing" + }, + "integral_wrt_time_of_surface_direct_downwelling_shortwave_flux_in_air_1hour_Accumulation": { + "type": "data", + "unit": "J m**-2", + "attrs": { + "units": "J m**-2", + "nameCDM": "Surface_solar_radiation_downwards_surface_1_Hour_Accumulation", + "long_name": "Surface solar radiation downwards", + "nameECMWF": "Surface solar radiation downwards", + "product_type": "forecast", + "standard_name": "integral_wrt_time_of_surface_direct_downwelling_shortwave_flux_in_air", + "shortNameECMWF": "ssrd" + }, + "shape": [ + null, + 721, + 1440 + ], + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "Surface solar radiation downwards" } - }, - "roles": [ - "data" - ] }, - "air_temperature_at_2_metres_1hour_Maximum": { - "type": "application/vnd+zarr", - "title": "Maximum temperature at 2 metres since previous post-processing", - "xarray:open_kwargs": { - "chunks": {}, - "engine": "zarr", - "consolidated": true, - "storage_options": { - "account_name": "cpdataeuwest" + "msft:container": "era5", + "cube:dimensions": { + "lat": { + "axis": "y", + "step": -0.25, + "type": "spatial", + "extent": [ + -90.0, + 90.0 + ], + "description": "latitude", + "reference_system": "epsg:4326" + }, + "lon": { + "axis": "x", + "step": 0.25, + "type": "spatial", + "extent": [ + 0.0, + 359.75 + ], + "description": "longitude", + "reference_system": "epsg:4326" + }, + "time": { + "step": "P0DT1H0M0S", + "type": "temporal", + "extent": [ + "1970-01-01T00:00:00Z", + null + ] } - }, - "roles": [ - "data" - ] }, - "air_temperature_at_2_metres_1hour_Minimum": { - "type": "application/vnd+zarr", - "title": "Minimum temperature at 2 metres since previous post-processing", - "xarray:open_kwargs": { - "chunks": {}, - "engine": "zarr", - "consolidated": true, - "storage_options": { - "account_name": "cpdataeuwest" + "msft:storage_account": "cpdataeuwest", + "msft:short_description": "A comprehensive reanalysis, which assimilates as many observations as possible in the upper air and near surface.", + "msft:region": "westeurope", + "title": "ERA5 - PDS", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] + ] + }, + "temporal": { + "interval": [ + [ + "1979-01-01T00:00:00Z", + null + ] + ] } - }, - "roles": [ - "data" - ] }, - "integral_wrt_time_of_surface_direct_downwelling_shortwave_flux_in_air_1hour_Accumulation": { - "type": "application/vnd+zarr", - "title": "Surface solar radiation downwards", - "xarray:open_kwargs": { - "chunks": {}, - "engine": "zarr", - "consolidated": true, - "storage_options": { - "account_name": "cpdataeuwest" + "license": "proprietary", + "keywords": [ + "ERA5", + "ECMWF", + "Precipitation", + "Temperature", + "Reanalysis", + "Weather" + ], + "providers": [ + { + "name": "ECMWF", + "roles": [ + "producer", + "licensor" + ], + "url": "https://www.ecmwf.int/" + }, + { + "name": "Planet OS", + "roles": [ + "processor" + ], + "url": "https://planetos.com/" + }, + { + "name": "Microsoft", + "roles": [ + "host" + ], + "url": "https://planetarycomputer.microsoft.com" } - }, - "roles": [ - "data" - ] - } - }, - "title": "ERA5 - PDS", - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -90, - 180, - 90 + ], + "summaries": { + "era5:kind": [ + "fc", + "an" ] - ] - }, - "temporal": { - "interval": [ - [ - "1979-01-01T00:00:00Z", - null - ] - ] - } - }, - "license": "proprietary", - "keywords": [ - "ERA5", - "ECMWF", - "Precipitation", - "Temperature", - "Reanalysis", - "Weather" - ], - "providers": [ - { - "name": "ECMWF", - "roles": [ - "producer", - "licensor" - ], - "url": "https://www.ecmwf.int/" }, - { - "name": "Planet OS", - "roles": [ - "processor" - ], - "url": "https://planetos.com/" - }, - { - "name": "Microsoft", - "roles": [ - "host" - ], - "url": "https://planetarycomputer.microsoft.com" - } - ], - "summaries": { - "era5:kind": [ - "fc", - "an" - ] - }, - "assets": { - "thumbnail": { - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/era5-thumbnail.png", - "type": "image/png", - "title": "Thumbnail" - }, - "geoparquet-items": { - "href": "abfs://items/era5-pds.parquet", - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "media_type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "extra_fields": { - "table:storage_options": { - "account_name": "pcstacitems" - }, - "msft:partition_info": { - "is_partitioned": false + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/era5-thumbnail.png", + "type": "image/png", + "title": "Thumbnail" + }, + "geoparquet-items": { + "href": "abfs://items/era5-pds.parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "media_type": "application/x-parquet", + "extra_fields": { + "msft:partition_info": { + "is_partitioned": false + }, + "table:storage_options": { + "account_name": "pcstacitems" + } + }, + "roles": [ + "stac-items" + ] } - } } - } } \ No newline at end of file diff --git a/datasets/esa-cci-lc/collection/esa-cci-lc-netcdf/template.json b/datasets/esa-cci-lc/collection/esa-cci-lc-netcdf/template.json index 9b3014592..685865715 100644 --- a/datasets/esa-cci-lc/collection/esa-cci-lc-netcdf/template.json +++ b/datasets/esa-cci-lc/collection/esa-cci-lc-netcdf/template.json @@ -1,10 +1,8 @@ { - "stac_version": "1.0.0", "type": "Collection", "id": "esa-cci-lc-netcdf", - "title": "ESA Climate Change Initiative Land Cover Maps (NetCDF)", + "stac_version": "1.0.0", "description": "{{ collection.description }}", - "license": "proprietary", "links": [ { "rel": "license", @@ -45,23 +43,62 @@ { "rel": "cite-as", "href": "https://doi.org/10.24381/cds.006f2c9a" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/esa-cci-lc-netcdf", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], "stac_extensions": [ "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json" ], + "sci:doi": "10.24381/cds.006f2c9a", + "item_assets": { + "netcdf": { + "type": "application/netcdf", + "roles": [ + "data", + "quality" + ], + "title": "ESA CCI Land Cover NetCDF 4 File" + } + }, + "msft:group_id": "esa-cci-lc", + "msft:container": "esa-cci-lc", + "msft:storage_account": "landcoverdata", + "msft:short_description": "ESA CCI global land cover maps in NetCDF format", + "msft:region": "westeurope", + "title": "ESA Climate Change Initiative Land Cover Maps (NetCDF)", + "extent": { + "spatial": { + "bbox": [ + [ + -180.0, + -90.0, + 180.0, + 90.0 + ] + ] + }, + "temporal": { + "interval": [ + [ + "1992-01-01T00:00:00Z", + "2020-12-31T23:59:59Z" + ] + ] + } + }, + "license": "proprietary", "keywords": [ "Land Cover", "ESA", "CCI", "Global" ], - "msft:short_description": "ESA CCI global land cover maps in NetCDF format", - "msft:storage_account": "landcoverdata", - "msft:container": "esa-cci-lc", - "msft:region": "westeurope", - "msft:group_id": "esa-cci-lc", "providers": [ { "name": "VITO", @@ -111,11 +148,17 @@ "url": "https://planetarycomputer.microsoft.com" } ], + "summaries": { + "esa_cci_lc:version": [ + "2.0.7cds", + "2.1.1" + ] + }, "assets": { "thumbnail": { - "title": "ESA CCI Land Cover NetCDF Thumbnail", "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/esa-cci-lc-netcdf-thumb.png", "type": "image/png", + "title": "ESA CCI Land Cover NetCDF Thumbnail", "roles": [ "thumbnail" ] @@ -123,9 +166,6 @@ "geoparquet-items": { "href": "abfs://items/esa-cci-lc-netcdf.parquet", "type": "application/x-parquet", - "roles": [ - "stac-items" - ], "title": "GeoParquet STAC items", "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", "msft:partition_info": { @@ -133,44 +173,10 @@ }, "table:storage_options": { "account_name": "pcstacitems" - } - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180.0, - -90.0, - 180.0, - 90.0 - ] - ] - }, - "temporal": { - "interval": [ - [ - "1992-01-01T00:00:00Z", - "2020-12-31T23:59:59Z" - ] - ] - } - }, - "item_assets": { - "netcdf": { - "title": "ESA CCI Land Cover NetCDF 4 File", - "type": "application/netcdf", + }, "roles": [ - "data", - "quality" + "stac-items" ] } - }, - "sci:doi": "10.24381/cds.006f2c9a", - "summaries": { - "esa_cci_lc:version": [ - "2.0.7cds", - "2.1.1" - ] } -} +} \ No newline at end of file diff --git a/datasets/esa-cci-lc/collection/esa-cci-lc/template.json b/datasets/esa-cci-lc/collection/esa-cci-lc/template.json index d41434c22..aac95f8ca 100644 --- a/datasets/esa-cci-lc/collection/esa-cci-lc/template.json +++ b/datasets/esa-cci-lc/collection/esa-cci-lc/template.json @@ -1,10 +1,8 @@ { - "stac_version": "1.0.0", "type": "Collection", "id": "esa-cci-lc", - "title": "ESA Climate Change Initiative Land Cover Maps (Cloud Optimized GeoTIFF)", + "stac_version": "1.0.0", "description": "{{ collection.description }}", - "license": "proprietary", "links": [ { "rel": "license", @@ -45,6 +43,12 @@ { "rel": "cite-as", "href": "https://doi.org/10.24381/cds.006f2c9a" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/esa-cci-lc", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], "stac_extensions": [ @@ -54,487 +58,489 @@ "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json" ], - "keywords": [ - "Land Cover", - "ESA", - "CCI", - "Global" - ], - "msft:short_description": "Tiled ESA CCI global land cover maps in COG format", - "msft:storage_account": "landcoverdata", - "msft:container": "esa-cci-lc", - "msft:region": "westeurope", - "msft:group_id": "esa-cci-lc", - "providers": [ - { - "name": "VITO", - "description": "Provides the PROBA-V source data (for v2.0).", - "roles": [ - "licensor" - ], - "url": "https://vito.be" - }, - { - "name": "UCLouvain", - "description": "UCLouvain produces the dataset (v2.1) for the ESA Climate Change Initiative.", - "roles": [ - "producer" - ], - "url": "https://uclouvain.be" - }, - { - "name": "Brockmann Consult", - "description": "Brockmann Consult is responsible for the required pre-processing and the distribution of the dataset (v2.1).", - "roles": [ - "processor" - ], - "url": "https://brockmann-consult.de" - }, - { - "name": "ESA Climate Change Initiative", - "description": "The ESA Climate Change Initiative (CCI) is leading the product creation.", - "roles": [ - "licensor" - ], - "url": "http://esa-landcover-cci.org" - }, - { - "name": "Copernicus", - "description": "Hosts the data on the Copernicus Climate Data Store (CDS).", - "roles": [ - "licensor" - ], - "url": "https://copernicus.eu" - }, - { - "name": "Microsoft", - "roles": [ - "processor", - "host" - ], - "url": "https://planetarycomputer.microsoft.com" - } - ], - "assets": { - "thumbnail": { - "title": "ESA CCI Land Cover COGs Thumbnail", - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/esa-cci-lc-thumb.png", - "type": "image/png", - "roles": [ - "thumbnail" - ] - }, - "geoparquet-items": { - "href": "abfs://items/esa-cci-lc.parquet", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "msft:partition_info": { - "is_partitioned": false - }, - "table:storage_options": { - "account_name": "pcstacitems" - } - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180.0, - -90.0, - 180.0, - 90.0 - ] - ] - }, - "temporal": { - "interval": [ - [ - "1992-01-01T00:00:00Z", - "2020-12-31T23:59:59Z" - ] - ] - } - }, + "sci:doi": "10.24381/cds.006f2c9a", "item_assets": { - "change_count": { - "title": "Number of Class Changes", - "description": "Number of years where land cover class changes have occurred, since 1992. 0 for stable, greater than 0 for changes.", - "roles": [ - "quality" - ], + "lccs_class": { "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "raster:bands": [ - { - "spatial_resolution": 300, - "sampling": "area", - "data_type": "uint8" - } - ] - }, - "current_pixel_state": { - "title": "Land Cover Pixel Type Mask", - "description": "Pixel identification from satellite surface reflectance observations, mainly distinguishing between land, water, and snow/ice.", "roles": [ - "quality" - ], - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "classification:classes": [ - { - "value": 1, - "name": "land", - "description": "Clear land" - }, - { - "value": 2, - "name": "water", - "description": "Clear water" - }, - { - "value": 3, - "name": "snow", - "description": "Clear snow / ice" - }, - { - "value": 4, - "name": "cloud", - "description": "Cloud" - }, - { - "value": 5, - "name": "cloud_shadow", - "description": "Cloud shadow" - }, - { - "value": 6, - "name": "filled", - "description": "Filled" - } + "data" ], + "title": "Land Cover Class Defined in the Land Cover Classification System", + "description": "Land cover class per pixel, defined using the Land Cover Classification System developed by the United Nations Food and Agriculture Organization.", "raster:bands": [ { - "spatial_resolution": 300, + "nodata": 0, "sampling": "area", "data_type": "uint8", - "nodata": 255 + "spatial_resolution": 300 } - ] - }, - "lccs_class": { - "title": "Land Cover Class Defined in the Land Cover Classification System", - "description": "Land cover class per pixel, defined using the Land Cover Classification System developed by the United Nations Food and Agriculture Organization.", - "roles": [ - "data" ], - "type": "image/tiff; application=geotiff; profile=cloud-optimized", "classification:classes": [ { - "value": 0, "name": "no-data", - "description": "No data", + "value": 0, + "no_data": true, "color_hint": "000000", - "no_data": true + "description": "No data" }, { - "value": 10, "name": "cropland-1", - "description": "Cropland, rainfed", - "color_hint": "FFFF64" + "value": 10, + "color_hint": "FFFF64", + "description": "Cropland, rainfed" }, { - "value": 11, "name": "cropland-1a", - "description": "Cropland, rainfed, herbaceous cover", + "value": 11, + "regional": true, "color_hint": "FFFF64", - "regional": true + "description": "Cropland, rainfed, herbaceous cover" }, { - "value": 12, "name": "cropland-1b", - "description": "Cropland, rainfed, tree, or shrub cover", + "value": 12, + "regional": true, "color_hint": "FFFF00", - "regional": true + "description": "Cropland, rainfed, tree, or shrub cover" }, { - "value": 20, "name": "cropland-2", - "description": "Cropland, irrigated or post-flooding", - "color_hint": "AAF0F0" + "value": 20, + "color_hint": "AAF0F0", + "description": "Cropland, irrigated or post-flooding" }, { - "value": 30, "name": "cropland-3", - "description": "Mosaic cropland (>50%) / natural vegetation (tree, shrub, herbaceous cover) (<50%)", - "color_hint": "DCF064" + "value": 30, + "color_hint": "DCF064", + "description": "Mosaic cropland (>50%) / natural vegetation (tree, shrub, herbaceous cover) (<50%)" }, { - "value": 40, "name": "natural-veg", - "description": "Mosaic natural vegetation (tree, shrub, herbaceous cover) (>50%) / cropland (<50%)", - "color_hint": "C8C864" + "value": 40, + "color_hint": "C8C864", + "description": "Mosaic natural vegetation (tree, shrub, herbaceous cover) (>50%) / cropland (<50%)" }, { - "value": 50, "name": "tree-1", - "description": "Tree cover, broadleaved, evergreen, closed to open (>15%)", - "color_hint": "006400" + "value": 50, + "color_hint": "006400", + "description": "Tree cover, broadleaved, evergreen, closed to open (>15%)" }, { - "value": 60, "name": "tree-2", - "description": "Tree cover, broadleaved, deciduous, closed to open (>15%)", - "color_hint": "00A000" + "value": 60, + "color_hint": "00A000", + "description": "Tree cover, broadleaved, deciduous, closed to open (>15%)" }, { - "value": 61, "name": "tree-2a", - "description": "Tree cover, broadleaved, deciduous, closed (>40%)", + "value": 61, + "regional": true, "color_hint": "00A000", - "regional": true + "description": "Tree cover, broadleaved, deciduous, closed (>40%)" }, { - "value": 62, "name": "tree-2b", - "description": "Tree cover, broadleaved, deciduous, open (15-40%)", + "value": 62, + "regional": true, "color_hint": "AAC800", - "regional": true + "description": "Tree cover, broadleaved, deciduous, open (15-40%)" }, { - "value": 70, "name": "tree-3", - "description": "Tree cover, needleleaved, evergreen, closed to open (>15%)", - "color_hint": "003C00" + "value": 70, + "color_hint": "003C00", + "description": "Tree cover, needleleaved, evergreen, closed to open (>15%)" }, { - "value": 71, "name": "tree-3a", - "description": "Tree cover, needleleaved, evergreen, closed (>40%)", + "value": 71, + "regional": true, "color_hint": "003C00", - "regional": true + "description": "Tree cover, needleleaved, evergreen, closed (>40%)" }, { - "value": 72, "name": "tree-3b", - "description": "Tree cover, needleleaved, evergreen, open (15-40%)", + "value": 72, + "regional": true, "color_hint": "005000", - "regional": true + "description": "Tree cover, needleleaved, evergreen, open (15-40%)" }, { - "value": 80, "name": "tree-4", - "description": "Tree cover, needleleaved, deciduous, closed to open (>15%)", - "color_hint": "285000" + "value": 80, + "color_hint": "285000", + "description": "Tree cover, needleleaved, deciduous, closed to open (>15%)" }, { - "value": 81, "name": "tree-4a", - "description": "Tree cover, needleleaved, deciduous, closed (>40%)", + "value": 81, + "regional": true, "color_hint": "285000", - "regional": true + "description": "Tree cover, needleleaved, deciduous, closed (>40%)" }, { - "value": 82, "name": "tree-4b", - "description": "Tree cover, needleleaved, deciduous, open (15-40%)", + "value": 82, + "regional": true, "color_hint": "286400", - "regional": true + "description": "Tree cover, needleleaved, deciduous, open (15-40%)" }, { - "value": 90, "name": "tree-5", - "description": "Tree cover, mixed leaf type (broadleaved and needleleaved)", - "color_hint": "788200" + "value": 90, + "color_hint": "788200", + "description": "Tree cover, mixed leaf type (broadleaved and needleleaved)" }, { - "value": 100, "name": "tree-shrub", - "description": "Mosaic tree and shrub (>50%) / herbaceous cover (<50%)", - "color_hint": "8CA000" + "value": 100, + "color_hint": "8CA000", + "description": "Mosaic tree and shrub (>50%) / herbaceous cover (<50%)" }, { - "value": 110, "name": "herbaceous", - "description": "Mosaic herbaceous cover (>50%) / tree and shrub (<50%)", - "color_hint": "BE9600" + "value": 110, + "color_hint": "BE9600", + "description": "Mosaic herbaceous cover (>50%) / tree and shrub (<50%)" }, { - "value": 120, "name": "shrubland", - "description": "Shrubland", - "color_hint": "966400" + "value": 120, + "color_hint": "966400", + "description": "Shrubland" }, { - "value": 121, "name": "shrubland-a", - "description": "Evergreen shrubland", + "value": 121, + "regional": true, "color_hint": "966400", - "regional": true + "description": "Evergreen shrubland" }, { - "value": 122, "name": "shrubland-b", - "description": "Deciduous shrubland", + "value": 122, + "regional": true, "color_hint": "966400", - "regional": true + "description": "Deciduous shrubland" }, { - "value": 130, "name": "grassland", - "description": "Grassland", - "color_hint": "FFB432" + "value": 130, + "color_hint": "FFB432", + "description": "Grassland" }, { - "value": 140, "name": "lichens-moses", - "description": "Lichens and mosses", - "color_hint": "FFDCD2" + "value": 140, + "color_hint": "FFDCD2", + "description": "Lichens and mosses" }, { - "value": 150, "name": "sparse-veg", - "description": "Sparse vegetation (tree, shrub, herbaceous cover) (<15%)", - "color_hint": "FFEBAF" + "value": 150, + "color_hint": "FFEBAF", + "description": "Sparse vegetation (tree, shrub, herbaceous cover) (<15%)" }, { - "value": 151, "name": "sparse-veg-a", - "description": "Sparse tree (<15%)", + "value": 151, + "regional": true, "color_hint": "FFC864", - "regional": true + "description": "Sparse tree (<15%)" }, { - "value": 152, "name": "sparse-veg-b", - "description": "Sparse shrub (<15%)", + "value": 152, + "regional": true, "color_hint": "FFD278", - "regional": true + "description": "Sparse shrub (<15%)" }, { - "value": 153, "name": "sparse-veg-c", - "description": "Sparse herbaceous cover (<15%)", + "value": 153, + "regional": true, "color_hint": "FFEBAF", - "regional": true + "description": "Sparse herbaceous cover (<15%)" }, { - "value": 160, "name": "flooded-tree-1", - "description": "Tree cover, flooded, fresh or brackish water", - "color_hint": "00785A" + "value": 160, + "color_hint": "00785A", + "description": "Tree cover, flooded, fresh or brackish water" }, { - "value": 170, "name": "flooded-tree-2", - "description": "Tree cover, flooded, saline water", - "color_hint": "009678" + "value": 170, + "color_hint": "009678", + "description": "Tree cover, flooded, saline water" }, { - "value": 180, "name": "flooded-shrub-herbaceous", - "description": "Shrub or herbaceous cover, flooded, fresh/saline/brackish water", - "color_hint": "00DC82" + "value": 180, + "color_hint": "00DC82", + "description": "Shrub or herbaceous cover, flooded, fresh/saline/brackish water" }, { - "value": 190, "name": "urban", - "description": "Urban areas", - "color_hint": "C31400" + "value": 190, + "color_hint": "C31400", + "description": "Urban areas" }, { - "value": 200, "name": "bare", - "description": "Bare areas", - "color_hint": "FFF5D7" + "value": 200, + "color_hint": "FFF5D7", + "description": "Bare areas" }, { - "value": 201, "name": "bare-a", - "description": "Consolidated bare areas", + "value": 201, + "regional": true, "color_hint": "DCDCDC", - "regional": true + "description": "Consolidated bare areas" }, { - "value": 202, "name": "bare-b", - "description": "Unconsolidated bare areas", + "value": 202, + "regional": true, "color_hint": "FFF5D7", - "regional": true + "description": "Unconsolidated bare areas" }, { - "value": 210, "name": "water", - "description": "Water bodies", - "color_hint": "0046C8" + "value": 210, + "color_hint": "0046C8", + "description": "Water bodies" }, { - "value": 220, "name": "snow-ice", - "description": "Permanent snow and ice", - "color_hint": "FFFFFF" + "value": 220, + "color_hint": "FFFFFF", + "description": "Permanent snow and ice" } + ] + }, + "change_count": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "quality" ], + "title": "Number of Class Changes", + "description": "Number of years where land cover class changes have occurred, since 1992. 0 for stable, greater than 0 for changes.", "raster:bands": [ { - "spatial_resolution": 300, "sampling": "area", "data_type": "uint8", - "nodata": 0 + "spatial_resolution": 300 } ] }, - "observation_count": { - "title": "Number of Valid Observations", - "description": "Number of valid satellite observations that have contributed to each pixel's classification.", + "processed_flag": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", "roles": [ "quality" ], - "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "title": "Land Cover Map Processed Area Flag", + "description": "Flag to mark areas that could not be classified.", "raster:bands": [ { - "spatial_resolution": 300, + "nodata": 255, "sampling": "area", - "data_type": "uint16" + "data_type": "uint8", + "spatial_resolution": 300 } - ] - }, - "processed_flag": { - "title": "Land Cover Map Processed Area Flag", - "description": "Flag to mark areas that could not be classified.", - "roles": [ - "quality" ], - "type": "image/tiff; application=geotiff; profile=cloud-optimized", "classification:classes": [ { - "value": 0, "name": "not_processed", + "value": 0, "description": "Not processed" }, { - "value": 1, "name": "processed", + "value": 1, "description": "Processed" } + ] + }, + "observation_count": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "quality" + ], + "title": "Number of Valid Observations", + "description": "Number of valid satellite observations that have contributed to each pixel's classification.", + "raster:bands": [ + { + "sampling": "area", + "data_type": "uint16", + "spatial_resolution": 300 + } + ] + }, + "current_pixel_state": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "quality" ], + "title": "Land Cover Pixel Type Mask", + "description": "Pixel identification from satellite surface reflectance observations, mainly distinguishing between land, water, and snow/ice.", "raster:bands": [ { - "spatial_resolution": 300, + "nodata": 255, "sampling": "area", "data_type": "uint8", - "nodata": 255 + "spatial_resolution": 300 + } + ], + "classification:classes": [ + { + "name": "land", + "value": 1, + "description": "Clear land" + }, + { + "name": "water", + "value": 2, + "description": "Clear water" + }, + { + "name": "snow", + "value": 3, + "description": "Clear snow / ice" + }, + { + "name": "cloud", + "value": 4, + "description": "Cloud" + }, + { + "name": "cloud_shadow", + "value": 5, + "description": "Cloud shadow" + }, + { + "name": "filled", + "value": 6, + "description": "Filled" } ] } }, - "sci:doi": "10.24381/cds.006f2c9a", + "msft:group_id": "esa-cci-lc", + "msft:container": "esa-cci-lc", + "msft:storage_account": "landcoverdata", + "msft:short_description": "Tiled ESA CCI global land cover maps in COG format", + "msft:region": "westeurope", + "title": "ESA Climate Change Initiative Land Cover Maps (Cloud Optimized GeoTIFF)", + "extent": { + "spatial": { + "bbox": [ + [ + -180.0, + -90.0, + 180.0, + 90.0 + ] + ] + }, + "temporal": { + "interval": [ + [ + "1992-01-01T00:00:00Z", + "2020-12-31T23:59:59Z" + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "Land Cover", + "ESA", + "CCI", + "Global" + ], + "providers": [ + { + "name": "VITO", + "description": "Provides the PROBA-V source data (for v2.0).", + "roles": [ + "licensor" + ], + "url": "https://vito.be" + }, + { + "name": "UCLouvain", + "description": "UCLouvain produces the dataset (v2.1) for the ESA Climate Change Initiative.", + "roles": [ + "producer" + ], + "url": "https://uclouvain.be" + }, + { + "name": "Brockmann Consult", + "description": "Brockmann Consult is responsible for the required pre-processing and the distribution of the dataset (v2.1).", + "roles": [ + "processor" + ], + "url": "https://brockmann-consult.de" + }, + { + "name": "ESA Climate Change Initiative", + "description": "The ESA Climate Change Initiative (CCI) is leading the product creation.", + "roles": [ + "licensor" + ], + "url": "http://esa-landcover-cci.org" + }, + { + "name": "Copernicus", + "description": "Hosts the data on the Copernicus Climate Data Store (CDS).", + "roles": [ + "licensor" + ], + "url": "https://copernicus.eu" + }, + { + "name": "Microsoft", + "roles": [ + "processor", + "host" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], "summaries": { "esa_cci_lc:version": [ "2.0.7cds", "2.1.1" ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/esa-cci-lc-thumb.png", + "type": "image/png", + "title": "ESA CCI Land Cover COGs Thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/esa-cci-lc.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": false + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } } } \ No newline at end of file diff --git a/datasets/esa-worldcover/collection/template.json b/datasets/esa-worldcover/collection/template.json index 9b37ab8ae..9176f6bd5 100644 --- a/datasets/esa-worldcover/collection/template.json +++ b/datasets/esa-worldcover/collection/template.json @@ -1,10 +1,8 @@ { - "stac_version": "1.0.0", "type": "Collection", "id": "esa-worldcover", - "title": "ESA WorldCover", + "stac_version": "1.0.0", "description": "{{ collection.description }}", - "license": "CC-BY-4.0", "links": [ { "rel": "license", @@ -47,6 +45,12 @@ "href": "https://esa-worldcover.s3.eu-central-1.amazonaws.com/v200/2021/docs/WorldCover_PVR_V2.0.pdf", "type": "application/pdf", "title": "2021 Product Version 2.0.0 Validation Report" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/esa-worldcover", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], "stac_extensions": [ @@ -55,215 +59,217 @@ "https://stac-extensions.github.io/classification/v1.0.0/schema.json", "https://stac-extensions.github.io/table/v1.2.0/schema.json" ], - "keywords": [ - "Global", - "Land Cover", - "Sentinel", - "ESA" - ], - "msft:short_description": "Global land cover product at 10 meter resolution based on Sentinel-1 and Sentinel-2 data", - "msft:storage_account": "ai4edataeuwest", - "msft:container": "esa-worldcover", - "msft:region": "westeurope", - "providers": [ - { - "name": "ESA", - "roles": [ - "licensor", - "producer" - ], - "url": "https://esa-worldcover.org" - }, - { - "name": "ESA WorldCover Consortium", - "description": "The WorldCover product is developed by a consortium led by VITO Remote Sensing together with partners Brockmann Consult, CS SI, Gamma Remote Sensing AG, IIASA and Wageningen University", - "roles": [ - "processor" - ], - "url": "https://esa-worldcover.org" - }, - { - "name": "Microsoft", - "roles": [ - "host" - ], - "url": "https://planetarycomputer.microsoft.com" - } - ], - "assets": { - "thumbnail": { - "title": "ESA WorldCover thumbnail", - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/esa-worldcover-thumb.png", - "type": "image/png", - "roles": [ - "thumbnail" - ] - }, - "geoparquet-items": { - "href": "abfs://items/esa-worldcover.parquet", - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "table:storage_options": { - "account_name": "pcstacitems" - }, - "msft:partition_info": { - "is_partitioned": false - } - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180.0, - -60.0, - 180.0, - 82.75 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2020-01-01T00:00:00Z", - "2021-12-31T23:59:59Z" - ] - ] - } - }, - "summaries": { - "platform": [ - "sentinel-1a", - "sentinel-1b", - "sentinel-2a", - "sentinel-2b" - ], - "instruments": [ - "c-sar", - "msi" - ], - "mission": [ - "sentinel-1", - "sentinel-2" - ], - "esa_worldcover:product_version": [ - "1.0.0", - "2.0.0" - ] - }, "item_assets": { "map": { "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], "title": "Land Cover Classes", "description": "Discrete classification according to the Land Cover Classification System scheme developed by the United Nations Food and Agriculture Organization", + "raster:bands": [ + { + "name": "Band1", + "nodata": 0, + "sampling": "area", + "data_type": "uint8", + "description": "Classification values", + "spatial_resolution": 10 + } + ], "classification:classes": [ { "value": 10, - "description": "Tree cover", - "color-hint": "006400" + "color-hint": "006400", + "description": "Tree cover" }, { "value": 20, - "description": "Shrubland", - "color-hint": "FFBB22" + "color-hint": "FFBB22", + "description": "Shrubland" }, { "value": 30, - "description": "Grassland", - "color-hint": "FFFF4C" + "color-hint": "FFFF4C", + "description": "Grassland" }, { "value": 40, - "description": "Cropland", - "color-hint": "F096FF" + "color-hint": "F096FF", + "description": "Cropland" }, { "value": 50, - "description": "Built-up", - "color-hint": "FA0000" + "color-hint": "FA0000", + "description": "Built-up" }, { "value": 60, - "description": "Bare / sparse vegetation", - "color-hint": "B4B4B4" + "color-hint": "B4B4B4", + "description": "Bare / sparse vegetation" }, { "value": 70, - "description": "Snow and ice", - "color-hint": "F0F0F0" + "color-hint": "F0F0F0", + "description": "Snow and ice" }, { "value": 80, - "description": "Permanent water bodies", - "color-hint": "0064C8" + "color-hint": "0064C8", + "description": "Permanent water bodies" }, { "value": 90, - "description": "Herbaceous wetland", - "color-hint": "0096A0" + "color-hint": "0096A0", + "description": "Herbaceous wetland" }, { "value": 95, - "description": "Mangroves", - "color-hint": "00CF75" + "color-hint": "00CF75", + "description": "Mangroves" }, { "value": 100, - "description": "Moss and lichen", - "color-hint": "FAE6A0" - } - ], - "raster:bands": [ - { - "name": "Band1", - "description": "Classification values", - "nodata": 0, - "sampling": "area", - "data_type": "uint8", - "spatial_resolution": 10 + "color-hint": "FAE6A0", + "description": "Moss and lichen" } - ], - "roles": [ - "data" ] }, "input_quality": { "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "metadata" + ], "title": "Classification Input Data Quality", "description": "Per pixel quality indicator showing the quality of the input data.", "raster:bands": [ { "name": "Band1", - "description": "Number of Sentinel-1 GAMMA0 observations used in the classification workflow", "nodata": -1, "sampling": "area", "data_type": "int16", + "description": "Number of Sentinel-1 GAMMA0 observations used in the classification workflow", "spatial_resolution": 60 }, { "name": "Band2", - "description": "Number of Sentinel-2 L2A observations used in the classification workflow", "nodata": -1, "sampling": "area", "data_type": "int16", + "description": "Number of Sentinel-2 L2A observations used in the classification workflow", "spatial_resolution": 60 }, { "name": "Band3", - "description": "Percentage (0-100) of invalid S2 observations discarded in the classification workflow (after cloud and cloud shadow filtering)", "nodata": -1, "sampling": "area", "data_type": "int16", + "description": "Percentage (0-100) of invalid S2 observations discarded in the classification workflow (after cloud and cloud shadow filtering)", "spatial_resolution": 60 } + ] + } + }, + "msft:region": "westeurope", + "msft:container": "esa-worldcover", + "msft:storage_account": "ai4edataeuwest", + "msft:short_description": "Global land cover product at 10 meter resolution based on Sentinel-1 and Sentinel-2 data", + "title": "ESA WorldCover", + "extent": { + "spatial": { + "bbox": [ + [ + -180.0, + -60.0, + 180.0, + 82.75 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2020-01-01T00:00:00Z", + "2021-12-31T23:59:59Z" + ] + ] + } + }, + "license": "CC-BY-4.0", + "keywords": [ + "Global", + "Land Cover", + "Sentinel", + "ESA" + ], + "providers": [ + { + "name": "ESA", + "roles": [ + "licensor", + "producer" ], + "url": "https://esa-worldcover.org" + }, + { + "name": "ESA WorldCover Consortium", + "description": "The WorldCover product is developed by a consortium led by VITO Remote Sensing together with partners Brockmann Consult, CS SI, Gamma Remote Sensing AG, IIASA and Wageningen University", "roles": [ - "metadata" + "processor" + ], + "url": "https://esa-worldcover.org" + }, + { + "name": "Microsoft", + "roles": [ + "host" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "mission": [ + "sentinel-1", + "sentinel-2" + ], + "platform": [ + "sentinel-1a", + "sentinel-1b", + "sentinel-2a", + "sentinel-2b" + ], + "instruments": [ + "c-sar", + "msi" + ], + "esa_worldcover:product_version": [ + "1.0.0", + "2.0.0" + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/esa-worldcover-thumb.png", + "type": "image/png", + "title": "ESA WorldCover thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/esa-worldcover.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": false + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" ] } } -} +} \ No newline at end of file diff --git a/datasets/fia/collection/description.md b/datasets/fia/collection/description.md new file mode 100644 index 000000000..ee88cfe29 --- /dev/null +++ b/datasets/fia/collection/description.md @@ -0,0 +1,9 @@ +Status and trends on U.S. forest location, health, growth, mortality, and production, from the U.S. Forest Service's [Forest Inventory and Analysis](https://www.fia.fs.fed.us/) (FIA) program. + +The Forest Inventory and Analysis (FIA) dataset is a nationwide survey of the forest assets of the United States. The FIA research program has been in existence since 1928. FIA's primary objective is to determine the extent, condition, volume, growth, and use of trees on the nation's forest land. + +Domain: continental U.S., 1928-2018 + +Resolution: plot-level (irregular polygon) + +This dataset was curated and brought to Azure by [CarbonPlan](https://carbonplan.org/). diff --git a/datasets/fia/collection/template.json b/datasets/fia/collection/template.json new file mode 100644 index 000000000..fa7544f57 --- /dev/null +++ b/datasets/fia/collection/template.json @@ -0,0 +1,398 @@ +{ + "type": "Collection", + "id": "fia", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://www.fs.usda.gov/rds/archive/datauseinfo/open", + "type": "text/html", + "title": "USDA Open Access Data Use Agreement" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/fia", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], + "item_assets": { + "data": { + "type": "application/x-parquet", + "roles": [ + "data" + ], + "title": "Dataset root", + "table:storage_options": { + "account_name": "cpdataeuwest" + } + } + }, + "table:tables": [ + { + "name": "Survey Table", + "description": "Survey table. This table contains one record for each year an inventory is conducted in a State for annual inventory or one record for each periodic inventory.

* SURVEY.CN = PLOT.SRV_CN links the unique inventory record for a State and year to the plot records.", + "msft:item_name": "survey" + }, + { + "name": "County Table", + "description": "County table. This table contains survey unit codes and is also a reference table for the county codes and names.

* COUNTY.CN = PLOT.CTY_CN links the unique county record to the plot record.", + "msft:item_name": "county" + }, + { + "name": "Plot Table", + "description": "Plot table. This table provides information relevant to the entire 1-acre field plot. This table links to most other tables, and the linkage is made using PLOT.CN = TABLE_NAME.PLT_CN (TABLE_NAME is the name of any table containing the column name PLT_CN). Below are some examples of linking PLOT to other tables.

* PLOT.CN = COND.PLT_CN links the unique plot record to the condition class record(s).

* PLOT.CN = SUBPLOT.PLT_CN links the unique plot record to the subplot records.

* PLOT.CN = TREE.PLT_CN links the unique plot record to the tree records.

* PLOT.CN = SEEDLING.PLT_CN links the unique plot record to the seedling records.", + "msft:item_name": "plot" + }, + { + "name": "Condition Table", + "description": "Condition table. This table provides information on the discrete combination of landscape attributes that define the condition (a condition will have the same land class, reserved status, owner group, forest type, stand-size class, regeneration status, and stand density).

* PLOT.CN = COND.PLT_CN links the condition class record(s) to the plot table.

* COND.PLT_CN = SITETREE.PLT_CN and COND.CONDID = SITETREE.CONDID links the condition class record to the site tree data.

* COND.PLT_CN = TREE.PLT_CN and COND.CONDID = TREE.CONDID links the condition class record to the tree data.", + "msft:item_name": "cond" + }, + { + "name": "Subplot Table", + "description": "Subplot table. This table describes the features of a single subplot. There are multiple subplots per 1-acre field plot and there can be multiple conditions sampled on each subplot.

* PLOT.CN = SUBPLOT.PLT_CN links the unique plot record to the subplot records.

* SUBPLOT.PLT_CN = COND.PLT_CN and SUBPLOT.MACRCOND = COND.CONDID links the macroplot conditions to the condition class record.

* SUBPLOT.PLT_CN = COND.PLT_CN and SUBPLOT.SUBPCOND = COND.CONDID links the subplot conditions to the condition class record.

* SUBPLOT.PLT_CN = COND.PLT_CN and SUBPLOT.MICRCOND = COND.CONDID links the microplot conditions to the condition class record.", + "msft:item_name": "subplot" + }, + { + "name": "Subplot Condition Table", + "description": "Subplot condition table. This table contains information about the proportion of a subplot in a condition.

* PLOT.CN = SUBP_COND.PLT_CN links the subplot condition class record to the plot table.

* SUBP_COND.PLT_CN = COND.PLT_CN and SUBP_COND.CONDID = COND.CONDID links the condition class records found on the four subplots to the subplot description.", + "msft:item_name": "subp_cond" + }, + { + "name": "boundary", + "description": "Boundary table. This table provides a description of the demarcation line between two conditions that occur on a single subplot", + "msft:item_name": "boundary" + }, + { + "name": "Subplot Condition Change Matrix", + "description": "Subplot condition change matrix table. This table contains information about the mix of current and previous conditions that occupy the same area on the subplot.

* PLOT.CN = SUBP_COND_CHNG_MTRX.PLT_CN links the subplot condition change matrix records to the unique plot record.

* PLOT.PREV_PLT_CN = SUBP_COND_CHNG_MTRX.PREV_PLT_CN links the subplot condition change matrix records to the unique previous plot record.", + "msft:item_name": "subp_cond_chng_mtrx" + }, + { + "name": "Tree Table", + "description": "Tree table. This table provides information for each tree 1 inch in diameter and larger found on a microplot, subplot, or core optional macroplot.

* PLOT.CN = TREE.PLT_CN links the tree records to the unique plot record.

* COND.PLT_CN = TREE.PLT_CN and COND.CONDID = TREE.CONDID links the tree records to the unique condition record.", + "msft:item_name": "tree" + }, + { + "name": "Tree Woodland Stems Table", + "description": "Tree woodland stems table. This table stores data for the individual stems of a woodland species tree. Individual woodland stem diameter measurements contribute to the calculation of the diameter stored on the parent TREE table record.

* TREE.CN = TREE_WOODLAND_STEMS.TRE_CN links a woodland stems record to the corresponding unique tree record.", + "msft:item_name": "tree_woodland_stems" + }, + { + "name": "Tree Regional Biomass Table", + "description": "Tree regional biomass table. This table contains biomass estimates computed using equations and methodology that varies by FIA work unit. This table retains valuable information for generating biomass estimates that match earlier published reports.

* TREE.CN = TREE_REGIONAL_BIOMASS.TRE_CN links a tree regional biomass record to the corresponding unique tree.", + "msft:item_name": "tree_regional_biomass" + }, + { + "name": "Tree Net Growth, Removal, and Mortality Component Table", + "description": "Tree net growth, removal, and mortality component table. This table stores information used to compute net growth, removals, and mortality estimates for remeasurement trees. Each remeasurement tree has a single record in this table.

* TREE_GRM_COMPONENT.TRE_CN = TREE.TRE_CN links the records in this table to the corresponding tree record in the TREE table.", + "msft:item_name": "tree_grm_component" + }, + { + "name": "Tree Net Growth, Removal, and Mortality Midpoint Table", + "description": "Tree net growth, removal, and mortality midpoint table. This table contains information about a remeasured tree at the midpoint of the remeasurement period. It does not contain a record for every tree. Midpoint estimates are computed for trees that experience mortality, removal, or land use diversion or reversion. The information in this table is used to compute net growth, removal, and mortality estimates on remeasurement trees.

* TREE_GRM_MIDPT.TRE_CN = TREE.TRE_CN links the records in this table to the corresponding tree record in the TREE table.", + "msft:item_name": "tree_grm_midpt" + }, + { + "name": "Tree Net Growth, Removal, and Mortality Begin Table", + "description": "Tree net growth, removal, and mortality begin table. This table contains information for remeasured trees where values have been calculated for the beginning of the remeasurement period. Only those trees where information was recalculated for time 1 (T1) are included. The information in this table is used to produce net growth, removal and mortality estimates on remeasured trees.

* TREE_GRM_BEGIN.TRE_CN = TREE.TRE_CN links the records in this table to the corresponding tree record in the TREE table.", + "msft:item_name": "tree_grm_begin" + }, + { + "name": "Tree Net Growth, Removal, and Mortality Estimation Table", + "description": "Tree net growth, removal, and mortality estimation table. This table contains information used to produce estimates of growth, removals and mortality.

* PLOT.CN = TREE_GRM_ESTN.PLT_CN links the tree GRM estimation records to the unique plot record.

* TREE.CN = TREE_GRM_ESTN.TRE_CN links the tree GRM estimation records to the unique tree record.", + "msft:item_name": "tree_grm_estn" + }, + { + "name": "Seedling Table", + "description": "Seedling table. This table provides a count of the number of live trees of a species found on a microplot that are less than 1 inch in diameter but at least 6 inches in length for conifer species or at least 12 inches in length for hardwood species.

* PLOT.CN = SEEDLING.PLT_CN links the seedling records to the unique plot record.

* COND.PLT_CN = SEEDLING.PLT_CN and COND.CONDID = SEEDLING.CONDID links the condition record to the seedling record.", + "msft:item_name": "seedling" + }, + { + "name": "Site Tree Table", + "description": "Site tree table. This table provides information on the site tree(s) collected in order to calculate site index and/or site productivity information for a condition.

* PLOT.CN = SITETREE.PLT_CN links the site tree records to the unique plot record.

* SITETREE.PLT_CN = COND.PLT_CN and SITETREE.CONDID = COND.CONDID links the site tree record(s) to the unique condition class record.", + "msft:item_name": "sitetree" + }, + { + "name": "Invasive Subplot Species Table", + "description": "Invasive subplot species table. This table provides percent cover data of invasive species identified on the subplot.

* PLOT.CN = INVASIVE_SUBPLOT_SPP.PLT_CN links the invasive subplot species record(s) to the unique plot record.

* SUBP_COND.PLT_CN = INVASIVE_SUBPLOT_SPP.PLT_CN and SUBP_COND.CONDID = INVASIVE_SUBPLOT_SPP.CONDID and SUBP_COND.SUBP = INVASIVE_SUBPLOT_SPP.SUBP links the invasive subplot species record(s) to the unique subplot condition record.

* INVASIVE_SUBPLOT_SPP.VEG_SPCD = REF_PLANT_DICTIONARY.SYMBOL links the invasive vegetation subplot NRCS species code to the plant dictionary reference species code.", + "msft:item_name": "invasive_subplot_spp" + }, + { + "name": "Phase 2 Vegetation Subplot Species Table", + "description": "Phase 2 Vegetation subplot species table. This table provides percent cover data of vegetation species identified on the subplot.

* PLOT.CN = P2VEG_SUBPLOT_SPP.PLT_CN links the vegetation subplot species record(s) to the unique plot record.

* SUBP_COND.PLT_CN = P2VEG_SUBPLOT_SPP.PLT_CN and SUBP_COND.CONDID = P2VEG_SUBPLOT_SPP.CONDID and SUBP_COND.SUBP = P2VEG_SUBPLOT_SPP.SUBP links the vegetation subplot species record(s) to the unique subplot condition record.

* P2VEG_SUBPLOT_SPP.VEG_SPCD = REF_PLANT_DICTIONARY.SYMBOL links the P2 vegetation subplot NRCS species code to the plant dictionary reference species code.", + "msft:item_name": "p2veg_subplot_spp" + }, + { + "name": "Phase 2 Vegetation Subplot Structure Table", + "description": "Phase 2 Vegetation subplot structure table. This table provides percent cover by layer by growth habit.

* PLOT.CN = P2VEG_SUBP_STRUCTURE. PLT_CN links the subplot structure record(s) to the unique plot record.

* SUBP_COND.PLT_CN = P2VEG_SUBP_STRUCTURE.PLT_CN and SUBP_COND.CONDID = P2VEG_SUBP_STRUCTURE.CONDID and SUBP_COND.SUBP = P2VEG_SUBP_STRUCTURE.SUBP links the vegetation subplot structure record(s) to the unique subplot condition record.", + "msft:item_name": "p2veg_subp_structure" + }, + { + "name": "Down Woody Material Visit Table", + "description": "Down woody material visit table. This table provides general information on down woody material indicator visit, such as the date of the DWM survey.

* PLOT.CN = DWM_VISIT.PLT_CN links the down woody material indicator visit record to the unique plot record.", + "msft:item_name": "dwm_visit" + }, + { + "name": "Down Woody Material Coarse Woody Debris Table", + "description": "Down woody material coarse woody debris table. This table provides information for each piece of coarse woody debris measured along the transects.

* PLOT.CN = DWM_COARSE_WOODY_DEBRIS.PLT_CN links the down woody material coarse woody debris records to the unique plot record.

* COND.PLT_CN = DWM_COARSE_WOODY_DEBRIS.PLT_CN and COND.CONDID= DWM_COARSE_WOODY_DEBRIS.CONDID links the coarse woody debris records to the unique condition record.", + "msft:item_name": "dwm_coarse_woody_debris" + }, + { + "name": "Down Woody Material Duff, Litter, Fuel Table", + "description": "Down woody material duff, litter, fuel table. This table provides information on the duff, litter, fuelbed depths measured at a point on the transects.

* PLOT.CN = DWM_DUFF_LITTER_FUEL.PLT_CN links the duff, litter, fuelbed records to the unique plot record.

* COND.PLT_CN = DWM_DUFF_LITTER_FUEL.PLT_CN and COND.CONDID= DWM_DUFF_LITTER_FUEL.CONDID links the duff, litter, fuel records to the unique condition record.", + "msft:item_name": "dwm_duff_litter_fuel" + }, + { + "name": "Down Woody Material Fine Woody Debris Table", + "description": "Down woody material fine woody debris table. This table provides information on the fine woody debris measured along a segment of the transects.

* PLOT.CN = DWM_FINE_WOODY_DEBRIS.PLT_CN links the fine woody debris records to the unique plot record.

* COND.PLT_CN = DWM_FINE_WOODY_DEBRIS.PLT_CN and COND.CONDID= DWM_FINE_WOODY_DEBRIS.CONDID links the fine woody debris records to the unique condition record.", + "msft:item_name": "dwm_fine_woody_debris" + }, + { + "name": "Down Woody Material Microplot Fuel Table", + "description": "Down woody material microplot fuel table. This table provides information on the fuel loads (shrubs and herbs) measured on the microplot.

* PLOT.CN = DWM_MICROPLOT_FUEL.PLT_CN links the microplot fuel records to the unique plot record.", + "msft:item_name": "dwm_microplot_fuel" + }, + { + "name": "Down Woody Material Residual Pile Table", + "description": "Down woody material residual pile table. This table provides information on the wood piles measured on the subplot.

* PLOT.CN = DWM_RESIDUAL_PILE.PLT_CN links the wood piles records to the unique plot record.

* COND.PLT_CN = DWM_RESIDUAL_PILE.PLT_CN and COND.CONDID= DWM_RESIDUAL_PILE.CONDID links the wood piles records to the unique condition record.", + "msft:item_name": "dwm_residual_pile" + }, + { + "name": "Down Woody Material Transect Segment Table", + "description": "Down woody material transect segment table. This table describes the down woody material transect segment lengths by condition class.

* PLOT.CN = DWM_TRANSECT_SEGMENT.PLT_CN links the down woody material transect length records to the unique plot record.

* COND.PLT_CN = DWM_TRANSECT_SEGMENT.PLT_CN and COND.CONDID= DWM_TRANSECT_SEGMENT.CONDID links the down woody material transect segment records to the unique condition record.", + "msft:item_name": "dwm_transect_segment" + }, + { + "name": "Condition Down Woody Material Calculation Table", + "description": "Condition down woody material calculation table. This table contains calculated values and condition-level estimates for down woody attributes by plot number (PLOT), condition class number (CONDID), and evaluation identifier (EVALID).

* PLOT.CN = COND_DWM_CALC.PLT_CN links the down woody material calculation records to the unique plot record.

* COND.CN = COND_DWM_CALC.CND_CN links the down woody material calculation records to the unique condition record.

* POP_STRATUM. CN = COND_DWM_CALC.STRATUM_CN links the down woody material calculation records to the unique population stratum record.", + "msft:item_name": "cond_dwm_calc" + }, + { + "name": "Plot Regeneration Table", + "description": "Plot regeneration table. This table contains the information for the four subplots describing the amount of animal browse pressure exerted on the regeneration of trees.

* PLOT.CN = PLOT_REGEN.PLT_CN links the unique plot record to the unique plot regeneration record.", + "msft:item_name": "plot_regen" + }, + { + "name": "Subplot Regeneration Table", + "description": "Subplot regeneration table. This table provides information on the subplot survey status and the site survey limitations, if any, for the tree regeneration study.

* PLOT.CN = SUBPLOT_REGEN.PLT_CN links the unique plot record to the subplot regeneration records.

* SUBPLOT.PLT_CN = SUBPLOT_REGEN.PLT_CN and SUBPLOT.SUBP = SUBPLOT_REGEN.SUBP links the subplot record to the subplot regeneration record.", + "msft:item_name": "subplot_regen" + }, + { + "name": "Seedling Regeneration Table", + "description": "Seedling regeneration. This table contains provides information on the seedling count by condition, species, source, and length class for the tree regeneration study.

* PLOT.CN = SEEDLING_REGEN.PLT_CN links the unique plot record to the seedling regeneration records.

* COND.PLT_CN = SEEDLING_REGEN.PLT_CN and COND.CONDID = SEEDLING_REGEN.CONDID links the regeneration seedling records to the unique condition record.", + "msft:item_name": "seedling_regen" + }, + { + "name": "Population Estimation Unit Table", + "description": "Population estimation unit table. This table contains information about estimation units. An estimation unit is a geographic area that can be drawn on a map. It has a known area, and the sampling intensity must be the same within a stratum within an estimation unit. Generally, estimation units are contiguous areas, but exceptions are made when certain ownerships, usually National Forests, are sampled at different intensities. One record in the POP_ESTN_UNIT table corresponds to a single estimation unit. POP_ESTN_UNIT.CN = POP_STRATUM.ESTN_UNIT_CN links the unique stratified geographical area (ESTN_UNIT) to the strata (STRATUMCD) that are assigned to each ESTN_UNIT.", + "msft:item_name": "pop_estn_unit" + }, + { + "name": "Population Evaluation Table", + "description": "Population evaluation table. This table provides information about evaluations. An evaluation is the combination of a set of plots (the sample) and a set of Phase 1 data (obtained through remote sensing, called a stratification) that can be used to produce population estimates for a State (an evaluation may be created to produce population estimates for a region other than a State, such as the Black Hills National Forest). A record in the POP_EVAL table identifies one evaluation and provides some descriptive information about how the evaluation may be used.

* POP_ESTN_UNIT.EVAL_CN = POP_EVAL.CN links the unique evaluation identifier (EVALID) in the POP_EVAL table to the unique geographical areas (ESTN_UNIT) that are stratified. Within a population evaluation (EVALID) there can be multiple population estimation units, or geographic areas across which there are a number of values being estimated (e.g., estimation of volume across counties for a given State).", + "msft:item_name": "pop_eval" + }, + { + "name": "Population Evaluation Attribute Table", + "description": "Population evaluation attribute table. This table provides information as to which population estimates can be provided by an evaluation. If an evaluation can produce only 22 of all the population estimates in the REF_POP_ATTRIBUTE table, there will be 22 records in the POP_EVAL_ATTRIBUTE table (one per population estimate) for that evaluation.

* POP_EVAL.CN = POP_EVAL_ATTRIBUTE.EVAL_CN links the unique evaluation identifier to the list of population estimates that can be derived for that evaluation.", + "msft:item_name": "pop_eval_attribute" + }, + { + "name": "Population Evaluation Group Table", + "description": "Population evaluation group table. This table lists and describes the evaluation groups. One record in the POP_EVAL_GRP table can be linked to all the evaluations that were used in generating estimates for a State inventory report.

* POP_EVAL_GRP.CN = POP_EVAL_TYP.EVAL_GRP_CN links the evaluation group record to the evaluation type record.", + "msft:item_name": "pop_eval_grp" + }, + { + "name": "Population Evaluation Type Table", + "description": "Population evaluation type table. This table provides information on the type of evaluations that were used to generate a set of tables for an inventory report. In a typical State inventory report, one evaluation is used to generate an estimate of the total land area; a second evaluation is used to generate current estimates of volume, numbers of trees and biomass; and a third evaluation is used for estimating growth, removals and mortality.

* POP_EVAL_TYP.EVAL_CN = POP_EVAL.CN links the evaluation type record to the evaluation record.

* POP_EVAL_TYP.EVAL_GRP_CN = POP_EVAL_GRP.CN links the evaluation type record to the evaluation group record.

* POP_EVAL_TYP.EVAL_TYP = REF_POP_EVAL_TYP_DESCR.EVAL_TYP links an evaluation type record to an evaluation type description reference record.", + "msft:item_name": "pop_eval_typ" + }, + { + "name": "Population Plot Stratum Assignment Table", + "description": "Population plot stratum assignment table. This table provides a way to assign stratum information to a plot. Stratum information is assigned to a plot by overlaying the plot's location on the Phase 1 imagery. Plots are linked to their appropriate stratum for an evaluation via the POP_PLOT_STRATUM_ASSGN table.

* POP_PLOT_STRATUM_ASSGN.PLT_CN = PLOT.CN links the stratum assigned to the plot record.", + "msft:item_name": "pop_plot_stratum_assgn" + }, + { + "name": "Population Stratum Table", + "description": "Population stratum table. This table provides information about individual strata. The area within an estimation unit is divided into strata. The area for each stratum can be calculated by determining the proportion of Phase 1 pixels/plots in each stratum and multiplying that proportion by the total area in the estimation unit. Information for a single stratum is stored in a single record of the POP_STRATUM table.

* POP_STRATUM.CN = POP_PLOT_STRATUM_ASSGN.STRATUM_CN links the defined stratum to each plot.", + "msft:item_name": "pop_stratum" + }, + { + "name": "Plot Geometry Table", + "description": "Plot geometry table. This table contains geometric attributes associated with the plot location, such as the hydrological unit and roadless codes.

* PLOTGEOM.CN = PLOT.CN links the unique plot record between the two tables.", + "msft:item_name": "plotgeom" + }, + { + "name": "Plot Snapshot Table", + "description": "Plot snapshot table. This table combines the information in the PLOT table with information in the PLOT_EVAL_GRP and POP_STRATUM tables to provide a snapshot of the plot records with their associated expansion and adjustment factors.

* PLOTSNAP.CN = PLOT.CN links the unique plot record between the two tables.", + "msft:item_name": "plotsnap" + } + ], + "msft:container": "cpdata", + "msft:storage_account": "cpdataeuwest", + "msft:short_description": "Status and trends on U.S. forest location, health, growth, mortality, and production, from the U.S. Forest Service's Forest Inventory and Analysis (FIA) program", + "msft:region": "westeurope", + "title": "Forest Inventory and Analysis", + "extent": { + "spatial": { + "bbox": [ + [ + 138.06, + 0.92, + 163.05, + 9.78 + ], + [ + 165.28, + 4.57, + 172.03, + 14.61 + ], + [ + 131.13, + 2.95, + 134.73, + 8.1 + ], + [ + -124.763068, + 24.523096, + -66.949895, + 49.384358 + ], + [ + -179.148909, + 51.214183, + -129.974167, + 71.365162 + ], + [ + 172.461667, + 51.357688, + 179.77847, + 53.01075 + ], + [ + -178.334698, + 18.910361, + -154.806773, + 28.402123 + ], + [ + 144.618068, + 13.234189, + 144.956712, + 13.654383 + ], + [ + -67.945404, + 17.88328, + -65.220703, + 18.515683 + ], + [ + 144.886331, + 14.110472, + 146.064818, + 20.553802 + ], + [ + -65.085452, + 17.673976, + -64.564907, + 18.412655 + ], + [ + -171.089874, + -14.548699, + -168.1433, + -11.046934 + ], + [ + -178.334698, + 18.910361, + -154.806773, + 28.402123 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2020-06-01T00:00:00Z", + null + ] + ] + } + }, + "license": "CC0-1.0", + "keywords": [ + "Forest", + "Species", + "Carbon", + "Biomass", + "USDA", + "Forest Service" + ], + "providers": [ + { + "name": "Forest Inventory & Analysis", + "roles": [ + "producer", + "licensor" + ], + "url": "https://www.fia.fs.fed.us/" + }, + { + "name": "CarbonPlan", + "roles": [ + "processor" + ], + "url": "https://carbonplan.org/" + }, + { + "name": "Microsoft", + "roles": [ + "host" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "assets": { + "guide": { + "href": "https://www.fia.fs.fed.us/library/database-documentation/current/ver80/FIADB%20User%20Guide%20P2_8-0.pdf", + "type": "application/pdf", + "title": "Database Description and User Guide", + "roles": [ + "metadata" + ] + }, + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/fia.png", + "type": "image/gif", + "title": "Forest Inventory and Analysis" + }, + "geoparquet-items": { + "href": "abfs://items/fia.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": false + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } +} \ No newline at end of file diff --git a/datasets/fws-nwi/collection/template.json b/datasets/fws-nwi/collection/template.json index cedb8589a..9575f7908 100644 --- a/datasets/fws-nwi/collection/template.json +++ b/datasets/fws-nwi/collection/template.json @@ -1,234 +1,130 @@ { - "type": "Collection", - "id": "fws-nwi", - "stac_version": "1.0.0", - "description": "{{ collection.description }}", - "links": [ - { - "rel": "describedby", - "href": "https://www.fws.gov/wetlands/Data/metadata/FWS_Wetlands.xml", - "type": "application/xml", - "title": "Wetlands metadata" - }, - { - "rel": "about", - "href": "https://www.fws.gov/sites/default/files/documents/national-wetlands-inventory-fact-sheet.pdf", - "type": "application/pdf", - "title": "Project Fact Sheet" - }, - { - "rel": "about", - "href": "https://www.fws.gov/program/national-wetlands-inventory", - "type": "text/html", - "title": "Project Landing Page" - }, - { - "rel": "license", - "href": "http://www.usa.gov/publicdomain/label/1.0/", - "type": "text/html", - "title": "US Public Domain" - } - ], - "stac_extensions": [ - "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json" - ], - "item_assets": { - "zip": { - "type": "application/zip", - "roles": [ - "data", - "archive", - "source" - ] - } - }, - "msft:short_description": "Vector dataset containing wetlands boundaries and identification across the United States.", - "msft:storage_account": "ai4edataeuwest", - "msft:container": "fws-nwi", - "msft:region": "westeurope", - "title": "FWS National Wetlands Inventory", - "extent": { - "spatial": { - "bbox": [ - [ - -64.54958, - 13.16667, - 144.6, - 71.99633 - ], - [ - 144.6, - 13.16667, - 180.0, - 71.99633 - ], - [ - -180.0, - 13.16667, - -64.54958, - 71.99633 - ] - ] + "type": "Collection", + "id": "fws-nwi", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "describedby", + "href": "https://www.fws.gov/wetlands/Data/metadata/FWS_Wetlands.xml", + "type": "application/xml", + "title": "Wetlands metadata" + }, + { + "rel": "about", + "href": "https://www.fws.gov/sites/default/files/documents/national-wetlands-inventory-fact-sheet.pdf", + "type": "application/pdf", + "title": "Project Fact Sheet" + }, + { + "rel": "about", + "href": "https://www.fws.gov/program/national-wetlands-inventory", + "type": "text/html", + "title": "Project Landing Page" + }, + { + "rel": "license", + "href": "http://www.usa.gov/publicdomain/label/1.0/", + "type": "text/html", + "title": "US Public Domain" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/fws-nwi", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json" + ], + "item_assets": { + "zip": { + "type": "application/zip", + "roles": [ + "data", + "archive", + "source" + ] + } }, - "temporal": { - "interval": [ - [ - "2022-10-01T00:00:00Z", - "2022-10-01T00:00:00Z" - ] - ] - } - }, - "license": "proprietary", - "keywords": [ - "USFWS", - "Wetlands", - "United States" - ], - "providers": [ - { - "name": "U.S. Fish and Wildlife Service", - "description": "The U.S. Fish and Wildlife Service is the principal federal agency tasked with providing information to the public on the extent and status of the nation's wetland and deepwater habitats, as well as changes to these habitats over time.", - "roles": [ - "producer", - "licensor" - ], - "url": "https://www.fws.gov", - "email": "wetlands_team@fws.gov" + "msft:container": "fws-nwi", + "msft:storage_account": "ai4edataeuwest", + "msft:short_description": "Vector dataset containing wetlands boundaries and identification across the United States.", + "msft:region": "westeurope", + "title": "FWS National Wetlands Inventory", + "extent": { + "spatial": { + "bbox": [ + [ + -64.54958, + 13.16667, + 144.6, + 71.99633 + ], + [ + 144.6, + 13.16667, + 180.0, + 71.99633 + ], + [ + -180.0, + 13.16667, + -64.54958, + 71.99633 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2022-10-01T00:00:00Z", + "2022-10-01T00:00:00Z" + ] + ] + } }, - { - "name": "Microsoft", - "roles": [ - "host" - ], - "url": "https://planetarycomputer.microsoft.com" - } - ], - "summaries": { - "fws_nwi:state": [ - "Alabama", - "Alaska", - "Arizona", - "Arkansas", - "California", - "Colorado", - "Connecticut", - "Delaware", - "District of Columbia", - "Florida", - "Georgia", - "Hawaii", - "Idaho", - "Illinois", - "Indiana", - "Iowa", - "Kansas", - "Kentucky", - "Louisiana", - "Maine", - "Maryland", - "Massachusetts", - "Michigan", - "Minnesota", - "Mississippi", - "Missouri", - "Montana", - "Nebraska", - "Nevada", - "New Hampshire", - "New Jersey", - "New Mexico", - "New York", - "North Carolina", - "North Dakota", - "Ohio", - "Oklahoma", - "Oregon", - "Pacific Trust Islands", - "Pennsylvania", - "Puerto Rico and Virgin Islands", - "Rhode Island", - "South Carolina", - "South Dakota", - "Tennessee", - "Texas", - "Utah", - "Vermont", - "Virginia", - "Washington", - "West Virginia", - "Wisconsin", - "Wyoming" + "license": "proprietary", + "keywords": [ + "USFWS", + "Wetlands", + "United States" ], - "fws_nwi:state_code": [ - "AL", - "AK", - "AZ", - "AR", - "CA", - "CO", - "CT", - "DE", - "DC", - "FL", - "GA", - "HI", - "ID", - "IL", - "IN", - "IA", - "KS", - "KY", - "LA", - "ME", - "MD", - "MA", - "MI", - "MN", - "MS", - "MO", - "MT", - "NE", - "NV", - "NH", - "NJ", - "NM", - "NY", - "NC", - "ND", - "OH", - "OK", - "OR", - "PacTrust", - "PA", - "PRVI", - "RI", - "SC", - "SD", - "TN", - "TX", - "UT", - "VT", - "VA", - "WA", - "WV", - "WI", - "WY" + "providers": [ + { + "name": "U.S. Fish and Wildlife Service", + "description": "The U.S. Fish and Wildlife Service is the principal federal agency tasked with providing information to the public on the extent and status of the nation's wetland and deepwater habitats, as well as changes to these habitats over time.", + "roles": [ + "producer", + "licensor" + ], + "url": "https://www.fws.gov", + "email": "wetlands_team@fws.gov" + }, + { + "name": "Microsoft", + "roles": [ + "host" + ], + "url": "https://planetarycomputer.microsoft.com" + } ], - "fws_nwi:content": [ - "riparian", - "historic_wetlands", - "wetlands" - ] - }, - "assets": { - "thumbnail": { - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/fws-nwi-thumb.png", - "type": "image/png", - "title": "FWS National Wetlands Inventory thumbnail", - "roles": [ - "thumbnail" - ] + "summaries": { + "fws_nwi:content": [ + "riparian", + "historic_wetlands", + "wetlands" + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/fws-nwi-thumb.png", + "type": "image/png", + "title": "FWS National Wetlands Inventory thumbnail", + "roles": [ + "thumbnail" + ] + } } - } } \ No newline at end of file diff --git a/datasets/gap/collection/description.md b/datasets/gap/collection/description.md new file mode 100644 index 000000000..3a100eaa3 --- /dev/null +++ b/datasets/gap/collection/description.md @@ -0,0 +1,4 @@ +The [USGS GAP/LANDFIRE National Terrestrial Ecosystems data](https://www.sciencebase.gov/catalog/item/573cc51be4b0dae0d5e4b0c5), based on the [NatureServe Terrestrial Ecological Systems](https://www.natureserve.org/products/terrestrial-ecological-systems-united-states), are the foundation of the most detailed, consistent map of vegetation available for the United States. These data facilitate planning and management for biological diversity on a regional and national scale. + +This dataset includes the [land cover](https://www.usgs.gov/core-science-systems/science-analytics-and-synthesis/gap/science/land-cover) component of the GAP/LANDFIRE project. + diff --git a/datasets/gap/collection/template.json b/datasets/gap/collection/template.json new file mode 100644 index 000000000..101c999f2 --- /dev/null +++ b/datasets/gap/collection/template.json @@ -0,0 +1,4272 @@ +{ + "type": "Collection", + "id": "gap", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://www.usgs.gov/information-policies-and-instructions/copyrights-and-credits", + "title": "Public Domain" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/gap", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/label/v1.0.0/schema.json", + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/file/v2.1.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], + "item_assets": { + "data": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "GeoTIFF data", + "file:values": [ + { + "values": [ + 0 + ], + "summary": "0" + }, + { + "values": [ + 1 + ], + "summary": "South Florida Bayhead Swamp" + }, + { + "values": [ + 2 + ], + "summary": "South Florida Cypress Dome" + }, + { + "values": [ + 3 + ], + "summary": "South Florida Dwarf Cypress Savanna" + }, + { + "values": [ + 4 + ], + "summary": "South Florida Mangrove Swamp" + }, + { + "values": [ + 5 + ], + "summary": "South Florida Hardwood Hammock" + }, + { + "values": [ + 6 + ], + "summary": "Southeast Florida Coastal Strand and Maritime Hammock" + }, + { + "values": [ + 7 + ], + "summary": "Southwest Florida Coastal Strand and Maritime Hammock" + }, + { + "values": [ + 8 + ], + "summary": "South Florida Pine Rockland" + }, + { + "values": [ + 9 + ], + "summary": "Atlantic Coastal Plain Fall-line Sandhills Longleaf Pine Woodland - Open Understory" + }, + { + "values": [ + 10 + ], + "summary": "Atlantic Coastal Plain Fall-line Sandhills Longleaf Pine Woodland - Scrub/Shrub Understory" + }, + { + "values": [ + 11 + ], + "summary": "Atlantic Coastal Plain Upland Longleaf Pine Woodland" + }, + { + "values": [ + 12 + ], + "summary": "Atlantic Coastal Plain Xeric River Dune" + }, + { + "values": [ + 13 + ], + "summary": "East Gulf Coastal Plain Interior Upland Longleaf Pine Woodland - Open Understory Modifier" + }, + { + "values": [ + 14 + ], + "summary": "East Gulf Coastal Plain Interior Upland Longleaf Pine Woodland - Scrub/Shrub Modifier" + }, + { + "values": [ + 15 + ], + "summary": "Florida Longleaf Pine Sandhill - Scrub/Shrub Understory Modifier" + }, + { + "values": [ + 16 + ], + "summary": "Florida Longleaf Pine Sandhill- Open Understory Modifier" + }, + { + "values": [ + 17 + ], + "summary": "West Gulf Coastal Plain Upland Longleaf Pine Forest and Woodland" + }, + { + "values": [ + 18 + ], + "summary": "Atlantic Coastal Plain Central Maritime Forest" + }, + { + "values": [ + 19 + ], + "summary": "Atlantic Coastal Plain Southern Maritime Forest" + }, + { + "values": [ + 20 + ], + "summary": "Central and South Texas Coastal Fringe Forest and Woodland" + }, + { + "values": [ + 21 + ], + "summary": "East Gulf Coastal Plain Limestone Forest" + }, + { + "values": [ + 22 + ], + "summary": "East Gulf Coastal Plain Maritime Forest" + }, + { + "values": [ + 23 + ], + "summary": "East Gulf Coastal Plain Southern Loess Bluff Forest" + }, + { + "values": [ + 24 + ], + "summary": "East Gulf Coastal Plain Southern Mesic Slope Forest" + }, + { + "values": [ + 25 + ], + "summary": "Mississippi Delta Maritime Forest" + }, + { + "values": [ + 26 + ], + "summary": "Southern Coastal Plain Dry Upland Hardwood Forest" + }, + { + "values": [ + 27 + ], + "summary": "Southern Coastal Plain Oak Dome and Hammock" + }, + { + "values": [ + 28 + ], + "summary": "West Gulf Coastal Plain Chenier and Upper Texas Coastal Fringe Forest and Woodland" + }, + { + "values": [ + 29 + ], + "summary": "West Gulf Coastal Plain Mesic Hardwood Forest" + }, + { + "values": [ + 30 + ], + "summary": "East-Central Texas Plains Pine Forest and Woodland" + }, + { + "values": [ + 31 + ], + "summary": "West Gulf Coastal Plain Pine-Hardwood Forest" + }, + { + "values": [ + 32 + ], + "summary": "West Gulf Coastal Plain Sandhill Oak and Shortleaf Pine Forest and Woodland" + }, + { + "values": [ + 33 + ], + "summary": "Atlantic Coastal Plain Fall-Line Sandhills Longleaf Pine Woodland - Loblolly Modifier" + }, + { + "values": [ + 34 + ], + "summary": "Deciduous Plantations" + }, + { + "values": [ + 35 + ], + "summary": "East Gulf Coastal Plain Interior Upland Longleaf Pine Woodland - Loblolly Modifier" + }, + { + "values": [ + 36 + ], + "summary": "East Gulf Coastal Plain Interior Upland Longleaf Pine Woodland - Offsite Hardwood Modifier" + }, + { + "values": [ + 37 + ], + "summary": "East Gulf Coastal Plain Near-Coast Pine Flatwoods - Offsite Hardwood Modifier" + }, + { + "values": [ + 38 + ], + "summary": "Evergreen Plantation or Managed Pine" + }, + { + "values": [ + 39 + ], + "summary": "California Central Valley Mixed Oak Savanna" + }, + { + "values": [ + 40 + ], + "summary": "California Coastal Closed-Cone Conifer Forest and Woodland" + }, + { + "values": [ + 41 + ], + "summary": "California Coastal Live Oak Woodland and Savanna" + }, + { + "values": [ + 42 + ], + "summary": "California Lower Montane Blue Oak-Foothill Pine Woodland and Savanna" + }, + { + "values": [ + 43 + ], + "summary": "Central and Southern California Mixed Evergreen Woodland" + }, + { + "values": [ + 44 + ], + "summary": "Mediterranean California Lower Montane Black Oak-Conifer Forest and Woodland" + }, + { + "values": [ + 45 + ], + "summary": "Southern California Oak Woodland and Savanna" + }, + { + "values": [ + 46 + ], + "summary": "Madrean Encinal" + }, + { + "values": [ + 47 + ], + "summary": "Madrean Pinyon-Juniper Woodland" + }, + { + "values": [ + 48 + ], + "summary": "Madrean Pine-Oak Forest and Woodland" + }, + { + "values": [ + 49 + ], + "summary": "Madrean Upper Montane Conifer-Oak Forest and Woodland" + }, + { + "values": [ + 50 + ], + "summary": "Edwards Plateau Dry-Mesic Slope Forest and Woodland" + }, + { + "values": [ + 51 + ], + "summary": "Edwards Plateau Limestone Savanna and Woodland" + }, + { + "values": [ + 52 + ], + "summary": "Edwards Plateau Mesic Canyon" + }, + { + "values": [ + 53 + ], + "summary": "Llano Uplift Acidic Forest, Woodland and Glade" + }, + { + "values": [ + 54 + ], + "summary": "East Cascades Oak-Ponderosa Pine Forest and Woodland" + }, + { + "values": [ + 55 + ], + "summary": "Mediterranean California Mixed Evergreen Forest" + }, + { + "values": [ + 56 + ], + "summary": "Mediterranean California Mixed Oak Woodland" + }, + { + "values": [ + 57 + ], + "summary": "North Pacific Dry Douglas-fir-(Madrone) Forest and Woodland" + }, + { + "values": [ + 58 + ], + "summary": "North Pacific Oak Woodland" + }, + { + "values": [ + 59 + ], + "summary": "Edwards Plateau Limestone Shrubland" + }, + { + "values": [ + 60 + ], + "summary": "Allegheny-Cumberland Dry Oak Forest and Woodland - Hardwood" + }, + { + "values": [ + 61 + ], + "summary": "Allegheny-Cumberland Dry Oak Forest and Woodland - Pine Modifier" + }, + { + "values": [ + 62 + ], + "summary": "Central and Southern Appalachian Montane Oak Forest" + }, + { + "values": [ + 63 + ], + "summary": "Central and Southern Appalachian Northern Hardwood Forest" + }, + { + "values": [ + 64 + ], + "summary": "Central Appalachian Oak and Pine Forest" + }, + { + "values": [ + 65 + ], + "summary": "Crosstimbers Oak Forest and Woodland" + }, + { + "values": [ + 66 + ], + "summary": "East Gulf Coastal Plain Black Belt Calcareous Prairie and Woodland - Woodland Modifier" + }, + { + "values": [ + 67 + ], + "summary": "East Gulf Coastal Plain Northern Dry Upland Hardwood Forest" + }, + { + "values": [ + 68 + ], + "summary": "East Gulf Coastal Plain Northern Loess Plain Oak-Hickory Upland - Hardwood Modifier" + }, + { + "values": [ + 69 + ], + "summary": "East Gulf Coastal Plain Northern Loess Plain Oak-Hickory Upland - Juniper Modifier" + }, + { + "values": [ + 70 + ], + "summary": "East-Central Texas Plains Post Oak Savanna and Woodland" + }, + { + "values": [ + 71 + ], + "summary": "Lower Mississippi River Dune Woodland and Forest" + }, + { + "values": [ + 72 + ], + "summary": "Mississippi River Alluvial Plain Dry-Mesic Loess Slope Forest" + }, + { + "values": [ + 73 + ], + "summary": "North-Central Interior Dry Oak Forest and Woodland" + }, + { + "values": [ + 74 + ], + "summary": "North-Central Interior Dry-Mesic Oak Forest and Woodland" + }, + { + "values": [ + 75 + ], + "summary": "Northeastern Interior Dry Oak Forest - Mixed Modifier" + }, + { + "values": [ + 76 + ], + "summary": "Northeastern Interior Dry Oak Forest - Virginia/Pitch Pine Modifier" + }, + { + "values": [ + 77 + ], + "summary": "Northeastern Interior Dry Oak Forest-Hardwood Modifier" + }, + { + "values": [ + 78 + ], + "summary": "Northeastern Interior Dry-Mesic Oak Forest" + }, + { + "values": [ + 79 + ], + "summary": "Northern Atlantic Coastal Plain Dry Hardwood Forest" + }, + { + "values": [ + 80 + ], + "summary": "Crowley's Ridge Sand Forest" + }, + { + "values": [ + 81 + ], + "summary": "Ouachita Montane Oak Forest" + }, + { + "values": [ + 82 + ], + "summary": "Ozark-Ouachita Dry Oak Woodland" + }, + { + "values": [ + 83 + ], + "summary": "Ozark-Ouachita Dry-Mesic Oak Forest" + }, + { + "values": [ + 84 + ], + "summary": "Southern and Central Appalachian Oak Forest" + }, + { + "values": [ + 85 + ], + "summary": "Southern and Central Appalachian Oak Forest - Xeric" + }, + { + "values": [ + 86 + ], + "summary": "Southern Interior Low Plateau Dry-Mesic Oak Forest" + }, + { + "values": [ + 87 + ], + "summary": "Southern Ridge and Valley Dry Calcareous Forest" + }, + { + "values": [ + 88 + ], + "summary": "Southern Ridge and Valley Dry Calcareous Forest - Pine modifier" + }, + { + "values": [ + 89 + ], + "summary": "East Gulf Coastal Plain Northern Dry Upland Hardwood Forest - Offsite Pine Modifier" + }, + { + "values": [ + 90 + ], + "summary": "Managed Tree Plantation" + }, + { + "values": [ + 91 + ], + "summary": "Ruderal forest" + }, + { + "values": [ + 92 + ], + "summary": "Southern Piedmont Dry Oak-(Pine) Forest - Loblolly Pine Modifier" + }, + { + "values": [ + 93 + ], + "summary": "Acadian Low-Elevation Spruce-Fir-Hardwood Forest" + }, + { + "values": [ + 94 + ], + "summary": "Acadian-Appalachian Montane Spruce-Fir Forest" + }, + { + "values": [ + 95 + ], + "summary": "Appalachian Hemlock-Hardwood Forest" + }, + { + "values": [ + 96 + ], + "summary": "Central and Southern Appalachian Spruce-Fir Forest" + }, + { + "values": [ + 97 + ], + "summary": "0" + }, + { + "values": [ + 98 + ], + "summary": "Laurentian-Acadian Northern Hardwoods Forest" + }, + { + "values": [ + 99 + ], + "summary": "Laurentian-Acadian Northern Pine-(Oak) Forest" + }, + { + "values": [ + 100 + ], + "summary": "Laurentian-Acadian Pine-Hemlock-Hardwood Forest" + }, + { + "values": [ + 101 + ], + "summary": "Paleozoic Plateau Bluff and Talus" + }, + { + "values": [ + 102 + ], + "summary": "Southern Appalachian Northern Hardwood Forest" + }, + { + "values": [ + 103 + ], + "summary": "Atlantic Coastal Plain Dry and Dry-Mesic Oak Forest" + }, + { + "values": [ + 104 + ], + "summary": "Atlantic Coastal Plain Fall-line Sandhills Longleaf Pine Woodland - Offsite Hardwood" + }, + { + "values": [ + 105 + ], + "summary": "East Gulf Coastal Plain Interior Shortleaf Pine-Oak Forest - Hardwood Modifier" + }, + { + "values": [ + 106 + ], + "summary": "East Gulf Coastal Plain Interior Shortleaf Pine-Oak Forest - Mixed Modifier" + }, + { + "values": [ + 107 + ], + "summary": "Ozark-Ouachita Shortleaf Pine-Bluestem Woodland" + }, + { + "values": [ + 108 + ], + "summary": "Ozark-Ouachita Shortleaf Pine-Oak Forest and Woodland" + }, + { + "values": [ + 109 + ], + "summary": "Southeastern Interior Longleaf Pine Woodland" + }, + { + "values": [ + 110 + ], + "summary": "Southern Appalachian Low Mountain Pine Forest" + }, + { + "values": [ + 111 + ], + "summary": "Southern Piedmont Dry Oak-(Pine) Forest" + }, + { + "values": [ + 112 + ], + "summary": "Southern Piedmont Dry Oak-(Pine) Forest - Hardwood Modifier" + }, + { + "values": [ + 113 + ], + "summary": "Southern Piedmont Dry Oak-(Pine) Forest - Mixed Modifier" + }, + { + "values": [ + 114 + ], + "summary": "Southern Piedmont Dry Oak-Heath Forest - Mixed Modifier" + }, + { + "values": [ + 115 + ], + "summary": "Eastern Great Plains Tallgrass Aspen Parkland" + }, + { + "values": [ + 116 + ], + "summary": "Northwestern Great Plains Aspen Forest and Parkland" + }, + { + "values": [ + 117 + ], + "summary": "Northwestern Great Plains Shrubland" + }, + { + "values": [ + 118 + ], + "summary": "Western Great Plains Dry Bur Oak Forest and Woodland" + }, + { + "values": [ + 119 + ], + "summary": "Western Great Plains Wooded Draw and Ravine" + }, + { + "values": [ + 120 + ], + "summary": "Southern Atlantic Coastal Plain Mesic Hardwood Forest" + }, + { + "values": [ + 121 + ], + "summary": "East Gulf Coastal Plain Northern Loess Bluff Forest" + }, + { + "values": [ + 122 + ], + "summary": "East Gulf Coastal Plain Northern Mesic Hardwood Forest" + }, + { + "values": [ + 123 + ], + "summary": "North-Central Interior Beech-Maple Forest" + }, + { + "values": [ + 124 + ], + "summary": "North-Central Interior Maple-Basswood Forest" + }, + { + "values": [ + 125 + ], + "summary": "Ozark-Ouachita Mesic Hardwood Forest" + }, + { + "values": [ + 126 + ], + "summary": "South-Central Interior Mesophytic Forest" + }, + { + "values": [ + 127 + ], + "summary": "Southern and Central Appalachian Cove Forest" + }, + { + "values": [ + 128 + ], + "summary": "Crowley's Ridge Mesic Loess Slope Forest" + }, + { + "values": [ + 129 + ], + "summary": "Southern Piedmont Mesic Forest" + }, + { + "values": [ + 130 + ], + "summary": "Appalachian Shale Barrens" + }, + { + "values": [ + 131 + ], + "summary": "Atlantic Coastal Plain Northern Maritime Forest" + }, + { + "values": [ + 132 + ], + "summary": "Laurentian Pine-Oak Barrens" + }, + { + "values": [ + 133 + ], + "summary": "Northeastern Interior Pine Barrens" + }, + { + "values": [ + 134 + ], + "summary": "Northern Atlantic Coastal Plain Pitch Pine Barrens" + }, + { + "values": [ + 135 + ], + "summary": "Southern Appalachian Montane Pine Forest and Woodland" + }, + { + "values": [ + 136 + ], + "summary": "East Cascades Mesic Montane Mixed-Conifer Forest and Woodland" + }, + { + "values": [ + 137 + ], + "summary": "Middle Rocky Mountain Montane Douglas-fir Forest and Woodland" + }, + { + "values": [ + 138 + ], + "summary": "Northern Rocky Mountain Dry-Mesic Montane Mixed Conifer Forest" + }, + { + "values": [ + 139 + ], + "summary": "Northern Rocky Mountain Foothill Conifer Wooded Steppe" + }, + { + "values": [ + 140 + ], + "summary": "Northern Rocky Mountain Mesic Montane Mixed Conifer Forest" + }, + { + "values": [ + 141 + ], + "summary": "Northern Rocky Mountain Ponderosa Pine Woodland and Savanna" + }, + { + "values": [ + 142 + ], + "summary": "Northern Rocky Mountain Western Larch Savanna" + }, + { + "values": [ + 143 + ], + "summary": "Northwestern Great Plains - Black Hills Ponderosa Pine Woodland and Savanna" + }, + { + "values": [ + 144 + ], + "summary": "Rocky Mountain Foothill Limber Pine-Juniper Woodland" + }, + { + "values": [ + 145 + ], + "summary": "Inter-Mountain Basins Aspen-Mixed Conifer Forest and Woodland" + }, + { + "values": [ + 146 + ], + "summary": "Inter-Mountain Basins Subalpine Limber-Bristlecone Pine Woodland" + }, + { + "values": [ + 147 + ], + "summary": "Northern Rocky Mountain Subalpine Woodland and Parkland" + }, + { + "values": [ + 148 + ], + "summary": "Rocky Mountain Aspen Forest and Woodland" + }, + { + "values": [ + 149 + ], + "summary": "Rocky Mountain Lodgepole Pine Forest" + }, + { + "values": [ + 150 + ], + "summary": "Rocky Mountain Poor-Site Lodgepole Pine Forest" + }, + { + "values": [ + 151 + ], + "summary": "Rocky Mountain Subalpine Dry-Mesic Spruce-Fir Forest and Woodland" + }, + { + "values": [ + 152 + ], + "summary": "Rocky Mountain Subalpine Mesic Spruce-Fir Forest and Woodland" + }, + { + "values": [ + 153 + ], + "summary": "Rocky Mountain Subalpine-Montane Limber-Bristlecone Pine Woodland" + }, + { + "values": [ + 154 + ], + "summary": "Rocky Mountain Bigtooth Maple Ravine Woodland" + }, + { + "values": [ + 155 + ], + "summary": "Southern Rocky Mountain Dry-Mesic Montane Mixed Conifer Forest and Woodland" + }, + { + "values": [ + 156 + ], + "summary": "Southern Rocky Mountain Mesic Montane Mixed Conifer Forest and Woodland" + }, + { + "values": [ + 157 + ], + "summary": "Southern Rocky Mountain Ponderosa Pine Savanna" + }, + { + "values": [ + 158 + ], + "summary": "Southern Rocky Mountain Ponderosa Pine Woodland" + }, + { + "values": [ + 159 + ], + "summary": "California Montane Jeffrey Pine-(Ponderosa Pine) Woodland" + }, + { + "values": [ + 160 + ], + "summary": "Klamath-Siskiyou Lower Montane Serpentine Mixed Conifer Woodland" + }, + { + "values": [ + 161 + ], + "summary": "Klamath-Siskiyou Upper Montane Serpentine Mixed Conifer Woodland" + }, + { + "values": [ + 162 + ], + "summary": "Mediterranean California Dry-Mesic Mixed Conifer Forest and Woodland" + }, + { + "values": [ + 163 + ], + "summary": "Mediterranean California Mesic Mixed Conifer Forest and Woodland" + }, + { + "values": [ + 164 + ], + "summary": "Sierran-Intermontane Desert Western White Pine-White Fir Woodland" + }, + { + "values": [ + 165 + ], + "summary": "California Coastal Redwood Forest" + }, + { + "values": [ + 166 + ], + "summary": "North Pacific Broadleaf Landslide Forest and Shrubland" + }, + { + "values": [ + 167 + ], + "summary": "North Pacific Dry-Mesic Silver Fir-Western Hemlock-Douglas-fir Forest" + }, + { + "values": [ + 168 + ], + "summary": "North Pacific Hypermaritime Sitka Spruce Forest" + }, + { + "values": [ + 169 + ], + "summary": "North Pacific Hypermaritime Western Red-cedar-Western Hemlock Forest" + }, + { + "values": [ + 170 + ], + "summary": "North Pacific Lowland Mixed Hardwood-Conifer Forest and Woodland" + }, + { + "values": [ + 171 + ], + "summary": "North Pacific Maritime Dry-Mesic Douglas-fir-Western Hemlock Forest" + }, + { + "values": [ + 172 + ], + "summary": "North Pacific Maritime Mesic-Wet Douglas-fir-Western Hemlock Forest" + }, + { + "values": [ + 173 + ], + "summary": "North Pacific Mesic Western Hemlock-Silver Fir Forest" + }, + { + "values": [ + 174 + ], + "summary": "North Pacific Wooded Volcanic Flowage" + }, + { + "values": [ + 175 + ], + "summary": "Mediterranean California Red Fir Forest" + }, + { + "values": [ + 176 + ], + "summary": "Mediterranean California Subalpine Woodland" + }, + { + "values": [ + 177 + ], + "summary": "North Pacific Maritime Mesic Subalpine Parkland" + }, + { + "values": [ + 178 + ], + "summary": "North Pacific Mountain Hemlock Forest" + }, + { + "values": [ + 179 + ], + "summary": "Northern California Mesic Subalpine Woodland" + }, + { + "values": [ + 180 + ], + "summary": "Northern Pacific Mesic Subalpine Woodland" + }, + { + "values": [ + 181 + ], + "summary": "Sierra Nevada Subalpine Lodgepole Pine Forest and Woodland" + }, + { + "values": [ + 182 + ], + "summary": "Columbia Plateau Western Juniper Woodland and Savanna" + }, + { + "values": [ + 183 + ], + "summary": "Great Basin Pinyon-Juniper Woodland" + }, + { + "values": [ + 184 + ], + "summary": "Inter-Mountain Basins Curl-leaf Mountain Mahogany Woodland and Shrubland" + }, + { + "values": [ + 185 + ], + "summary": "Inter-Mountain Basins Juniper Savanna" + }, + { + "values": [ + 186 + ], + "summary": "Colorado Plateau Pinyon-Juniper Shrubland" + }, + { + "values": [ + 187 + ], + "summary": "Colorado Plateau Pinyon-Juniper Woodland" + }, + { + "values": [ + 188 + ], + "summary": "Southern Rocky Mountain Juniper Woodland and Savanna" + }, + { + "values": [ + 189 + ], + "summary": "Southern Rocky Mountain Pinyon-Juniper Woodland" + }, + { + "values": [ + 190 + ], + "summary": "Northwestern Great Plains Floodplain" + }, + { + "values": [ + 191 + ], + "summary": "Northwestern Great Plains Riparian" + }, + { + "values": [ + 192 + ], + "summary": "Western Great Plains Floodplain" + }, + { + "values": [ + 193 + ], + "summary": "Western Great Plains Floodplain Systems" + }, + { + "values": [ + 194 + ], + "summary": "Western Great Plains Riparian Woodland and Shrubland" + }, + { + "values": [ + 195 + ], + "summary": "Central Appalachian Floodplain - Forest Modifier" + }, + { + "values": [ + 196 + ], + "summary": "Central Appalachian Riparian - Forest Modifier" + }, + { + "values": [ + 197 + ], + "summary": "Central Interior and Appalachian Floodplain Systems" + }, + { + "values": [ + 198 + ], + "summary": "Central Interior and Appalachian Riparian Systems" + }, + { + "values": [ + 199 + ], + "summary": "Laurentian-Acadian Floodplain Systems" + }, + { + "values": [ + 200 + ], + "summary": "Ozark-Ouachita Riparian" + }, + { + "values": [ + 201 + ], + "summary": "South-Central Interior Large Floodplain" + }, + { + "values": [ + 202 + ], + "summary": "South-Central Interior Large Floodplain - Forest Modifier" + }, + { + "values": [ + 203 + ], + "summary": "South-Central Interior Small Stream and Riparian" + }, + { + "values": [ + 204 + ], + "summary": "North-Central Interior and Appalachian Rich Swamp" + }, + { + "values": [ + 205 + ], + "summary": "0" + }, + { + "values": [ + 206 + ], + "summary": "0" + }, + { + "values": [ + 207 + ], + "summary": "Laurentian-Acadian Swamp Systems" + }, + { + "values": [ + 208 + ], + "summary": "North-Central Interior Wet Flatwoods" + }, + { + "values": [ + 209 + ], + "summary": "0" + }, + { + "values": [ + 210 + ], + "summary": "South-Central Interior / Upper Coastal Plain Wet Flatwoods" + }, + { + "values": [ + 211 + ], + "summary": "0" + }, + { + "values": [ + 212 + ], + "summary": "Southern Piedmont/Ridge and Valley Upland Depression Swamp" + }, + { + "values": [ + 213 + ], + "summary": "Atlantic Coastal Plain Blackwater Stream Floodplain Forest - Forest Modifier" + }, + { + "values": [ + 214 + ], + "summary": "Atlantic Coastal Plain Brownwater Stream Floodplain Forest" + }, + { + "values": [ + 215 + ], + "summary": "Atlantic Coastal Plain Northern Tidal Wooded Swamp" + }, + { + "values": [ + 216 + ], + "summary": "Atlantic Coastal Plain Small Blackwater River Floodplain Forest" + }, + { + "values": [ + 217 + ], + "summary": "Atlantic Coastal Plain Small Brownwater River Floodplain Forest" + }, + { + "values": [ + 218 + ], + "summary": "Atlantic Coastal Plain Southern Tidal Wooded Swamp" + }, + { + "values": [ + 219 + ], + "summary": "East Gulf Coastal Plain Large River Floodplain Forest - Forest Modifier" + }, + { + "values": [ + 220 + ], + "summary": "East Gulf Coastal Plain Small Stream and River Floodplain Forest" + }, + { + "values": [ + 221 + ], + "summary": "East Gulf Coastal Plain Tidal Wooded Swamp" + }, + { + "values": [ + 222 + ], + "summary": "0" + }, + { + "values": [ + 223 + ], + "summary": "Southeastern Great Plains Riparian Forest" + }, + { + "values": [ + 224 + ], + "summary": "Southeastern Great Plains Floodplain Forest" + }, + { + "values": [ + 225 + ], + "summary": "Mississippi River Bottomland Depression" + }, + { + "values": [ + 226 + ], + "summary": "Mississippi River Floodplain and Riparian Forest" + }, + { + "values": [ + 227 + ], + "summary": "Mississippi River Low Floodplain (Bottomland) Forest" + }, + { + "values": [ + 228 + ], + "summary": "Mississippi River Riparian Forest" + }, + { + "values": [ + 229 + ], + "summary": "Red River Large Floodplain Forest" + }, + { + "values": [ + 230 + ], + "summary": "Southern Coastal Plain Blackwater River Floodplain Forest" + }, + { + "values": [ + 231 + ], + "summary": "Southern Piedmont Large Floodplain Forest - Forest Modifier" + }, + { + "values": [ + 232 + ], + "summary": "Southern Piedmont Small Floodplain and Riparian Forest" + }, + { + "values": [ + 233 + ], + "summary": "West Gulf Coastal Plain Large River Floodplain Forest" + }, + { + "values": [ + 234 + ], + "summary": "West Gulf Coastal Plain Near-Coast Large River Swamp" + }, + { + "values": [ + 235 + ], + "summary": "West Gulf Coastal Plain Small Stream and River Forest" + }, + { + "values": [ + 236 + ], + "summary": "Atlantic Coastal Plain Streamhead Seepage Swamp - Pocosin - and Baygall" + }, + { + "values": [ + 237 + ], + "summary": "Gulf and Atlantic Coastal Plain Swamp Systems" + }, + { + "values": [ + 238 + ], + "summary": "Southern Coastal Plain Hydric Hammock" + }, + { + "values": [ + 239 + ], + "summary": "Southern Coastal Plain Seepage Swamp and Baygall" + }, + { + "values": [ + 240 + ], + "summary": "West Gulf Coastal Plain Seepage Swamp and Baygall" + }, + { + "values": [ + 241 + ], + "summary": "Atlantic Coastal Plain Nonriverine Swamp and Wet Hardwood Forest - Taxodium/Nyssa Modifier" + }, + { + "values": [ + 242 + ], + "summary": "Atlantic Coastal Plain Nonriverine Swamp and Wet Hardwood Forest - Oak Dominated Modifier" + }, + { + "values": [ + 243 + ], + "summary": "East Gulf Coastal Plain Southern Loblolly-Hardwood Flatwoods" + }, + { + "values": [ + 244 + ], + "summary": "Lower Mississippi River Bottomland Depressions - Forest Modifier" + }, + { + "values": [ + 245 + ], + "summary": "Lower Mississippi River Flatwoods" + }, + { + "values": [ + 246 + ], + "summary": "Northern Atlantic Coastal Plain Basin Swamp and Wet Hardwood Forest" + }, + { + "values": [ + 247 + ], + "summary": "Southern Coastal Plain Nonriverine Basin Swamp" + }, + { + "values": [ + 248 + ], + "summary": "Southern Coastal Plain Nonriverine Basin Swamp - Okefenokee Bay/Gum Modifier" + }, + { + "values": [ + 249 + ], + "summary": "Southern Coastal Plain Nonriverine Basin Swamp - Okefenokee Pine Modifier" + }, + { + "values": [ + 250 + ], + "summary": "Southern Coastal Plain Nonriverine Basin Swamp - Okefenokee Taxodium Modifier" + }, + { + "values": [ + 251 + ], + "summary": "West Gulf Coastal Plain Nonriverine Wet Hardwood Flatwoods" + }, + { + "values": [ + 252 + ], + "summary": "West Gulf Coastal Plain Pine-Hardwood Flatwoods" + }, + { + "values": [ + 253 + ], + "summary": "Edwards Plateau Riparian" + }, + { + "values": [ + 254 + ], + "summary": "Atlantic Coastal Plain Clay-Based Carolina Bay Forested Wetland" + }, + { + "values": [ + 255 + ], + "summary": "Atlantic Coastal Plain Clay-Based Carolina Bay Herbaceous Wetland" + }, + { + "values": [ + 256 + ], + "summary": "Atlantic Coastal Plain Southern Wet Pine Savanna and Flatwoods" + }, + { + "values": [ + 257 + ], + "summary": "Central Atlantic Coastal Plain Wet Longleaf Pine Savanna and Flatwoods" + }, + { + "values": [ + 258 + ], + "summary": "Central Florida Pine Flatwoods" + }, + { + "values": [ + 259 + ], + "summary": "East Gulf Coastal Plain Near-Coast Pine Flatwoods" + }, + { + "values": [ + 260 + ], + "summary": "East Gulf Coastal Plain Near-Coast Pine Flatwoods - Open Understory Modifier" + }, + { + "values": [ + 261 + ], + "summary": "East Gulf Coastal Plain Near-Coast Pine Flatwoods - Scrub/Shrub Understory Modifier" + }, + { + "values": [ + 262 + ], + "summary": "South Florida Pine Flatwoods" + }, + { + "values": [ + 263 + ], + "summary": "Southern Coastal Plain Nonriverine Cypress Dome" + }, + { + "values": [ + 264 + ], + "summary": "West Gulf Coastal Plain Wet Longleaf Pine Savanna and Flatwoods" + }, + { + "values": [ + 265 + ], + "summary": "Columbia Basin Foothill Riparian Woodland and Shrubland" + }, + { + "values": [ + 266 + ], + "summary": "Great Basin Foothill and Lower Montane Riparian Woodland and Shrubland" + }, + { + "values": [ + 267 + ], + "summary": "0" + }, + { + "values": [ + 268 + ], + "summary": "Northern Rocky Mountain Conifer Swamp" + }, + { + "values": [ + 269 + ], + "summary": "Northern Rocky Mountain Lower Montane Riparian Woodland and Shrubland" + }, + { + "values": [ + 270 + ], + "summary": "Rocky Mountain Lower Montane Riparian Woodland and Shrubland" + }, + { + "values": [ + 271 + ], + "summary": "Rocky Mountain Montane Riparian Systems" + }, + { + "values": [ + 272 + ], + "summary": "Rocky Mountain Subalpine-Montane Riparian Woodland" + }, + { + "values": [ + 273 + ], + "summary": "North Pacific Hardwood-Conifer Swamp" + }, + { + "values": [ + 274 + ], + "summary": "North Pacific Lowland Riparian Forest and Shrubland" + }, + { + "values": [ + 275 + ], + "summary": "North Pacific Montane Riparian Woodland and Shrubland" + }, + { + "values": [ + 276 + ], + "summary": "North Pacific Shrub Swamp" + }, + { + "values": [ + 277 + ], + "summary": "California Central Valley Riparian Woodland and Shrubland" + }, + { + "values": [ + 278 + ], + "summary": "Mediterranean California Foothill and Lower Montane Riparian Woodland" + }, + { + "values": [ + 279 + ], + "summary": "Mediterranean California Serpentine Foothill and Lower Montane Riparian Woodland and Seep" + }, + { + "values": [ + 280 + ], + "summary": "North American Warm Desert Lower Montane Riparian Woodland and Shrubland" + }, + { + "values": [ + 281 + ], + "summary": "North American Warm Desert Riparian Systems" + }, + { + "values": [ + 282 + ], + "summary": "North American Warm Desert Riparian Woodland and Shrubland" + }, + { + "values": [ + 283 + ], + "summary": "Tamaulipan Floodplain" + }, + { + "values": [ + 284 + ], + "summary": "Tamaulipan Riparian Systems" + }, + { + "values": [ + 285 + ], + "summary": "Boreal Aspen-Birch Forest" + }, + { + "values": [ + 286 + ], + "summary": "Boreal Jack Pine-Black Spruce Forest" + }, + { + "values": [ + 287 + ], + "summary": "Boreal White Spruce-Fir-Hardwood Forest" + }, + { + "values": [ + 288 + ], + "summary": "Boreal-Laurentian Conifer Acidic Swamp and Treed Poor Fen" + }, + { + "values": [ + 289 + ], + "summary": "Eastern Boreal Floodplain" + }, + { + "values": [ + 290 + ], + "summary": "South Florida Shell Hash Beach" + }, + { + "values": [ + 291 + ], + "summary": "Southeast Florida Beach" + }, + { + "values": [ + 292 + ], + "summary": "Southwest Florida Beach" + }, + { + "values": [ + 293 + ], + "summary": "South Florida Everglades Sawgrass Marsh" + }, + { + "values": [ + 294 + ], + "summary": "South Florida Freshwater Slough and Gator Hole" + }, + { + "values": [ + 295 + ], + "summary": "South Florida Wet Marl Prairie" + }, + { + "values": [ + 296 + ], + "summary": "California Maritime Chaparral" + }, + { + "values": [ + 297 + ], + "summary": "California Mesic Chaparral" + }, + { + "values": [ + 298 + ], + "summary": "California Xeric Serpentine Chaparral" + }, + { + "values": [ + 299 + ], + "summary": "Klamath-Siskiyou Xeromorphic Serpentine Savanna and Chaparral" + }, + { + "values": [ + 300 + ], + "summary": "Mediterranean California Mesic Serpentine Woodland and Chaparral" + }, + { + "values": [ + 301 + ], + "summary": "Northern and Central California Dry-Mesic Chaparral" + }, + { + "values": [ + 302 + ], + "summary": "Southern California Dry-Mesic Chaparral" + }, + { + "values": [ + 303 + ], + "summary": "Southern California Coastal Scrub" + }, + { + "values": [ + 304 + ], + "summary": "California Central Valley and Southern Coastal Grassland" + }, + { + "values": [ + 305 + ], + "summary": "California Mesic Serpentine Grassland" + }, + { + "values": [ + 306 + ], + "summary": "Columbia Basin Foothill and Canyon Dry Grassland" + }, + { + "values": [ + 307 + ], + "summary": "Columbia Basin Palouse Prairie" + }, + { + "values": [ + 308 + ], + "summary": "North Pacific Alpine and Subalpine Dry Grassland" + }, + { + "values": [ + 309 + ], + "summary": "North Pacific Montane Grassland" + }, + { + "values": [ + 310 + ], + "summary": "North Pacific Montane Shrubland" + }, + { + "values": [ + 311 + ], + "summary": "Northern Rocky Mountain Lower Montane, Foothill and Valley Grassland" + }, + { + "values": [ + 312 + ], + "summary": "Northern Rocky Mountain Montane-Foothill Deciduous Shrubland" + }, + { + "values": [ + 313 + ], + "summary": "Northern Rocky Mountain Subalpine Deciduous Shrubland" + }, + { + "values": [ + 314 + ], + "summary": "Northern Rocky Mountain Subalpine-Upper Montane Grassland" + }, + { + "values": [ + 315 + ], + "summary": "Southern Rocky Mountain Montane-Subalpine Grassland" + }, + { + "values": [ + 316 + ], + "summary": "Rocky Mountain Gambel Oak-Mixed Montane Shrubland" + }, + { + "values": [ + 317 + ], + "summary": "Rocky Mountain Lower Montane-Foothill Shrubland" + }, + { + "values": [ + 318 + ], + "summary": "California Northern Coastal Grassland" + }, + { + "values": [ + 319 + ], + "summary": "North Pacific Herbaceous Bald and Bluff" + }, + { + "values": [ + 320 + ], + "summary": "North Pacific Hypermaritime Shrub and Herbaceous Headland" + }, + { + "values": [ + 321 + ], + "summary": "Willamette Valley Upland Prairie and Savanna" + }, + { + "values": [ + 322 + ], + "summary": "Mediterranean California Subalpine Meadow" + }, + { + "values": [ + 323 + ], + "summary": "Rocky Mountain Subalpine-Montane Mesic Meadow" + }, + { + "values": [ + 324 + ], + "summary": "Central Mixedgrass Prairie" + }, + { + "values": [ + 325 + ], + "summary": "Northwestern Great Plains Mixedgrass Prairie" + }, + { + "values": [ + 326 + ], + "summary": "Western Great Plains Foothill and Piedmont Grassland" + }, + { + "values": [ + 327 + ], + "summary": "Western Great Plains Tallgrass Prairie" + }, + { + "values": [ + 328 + ], + "summary": "Western Great Plains Sand Prairie" + }, + { + "values": [ + 329 + ], + "summary": "Western Great Plains Sandhill Steppe" + }, + { + "values": [ + 330 + ], + "summary": "Western Great Plains Mesquite Woodland and Shrubland" + }, + { + "values": [ + 331 + ], + "summary": "Western Great Plains Shortgrass Prairie" + }, + { + "values": [ + 332 + ], + "summary": "Arkansas Valley Prairie and Woodland" + }, + { + "values": [ + 333 + ], + "summary": "Central Tallgrass Prairie" + }, + { + "values": [ + 334 + ], + "summary": "North-Central Interior Oak Savanna" + }, + { + "values": [ + 335 + ], + "summary": "North-Central Interior Sand and Gravel Tallgrass Prairie" + }, + { + "values": [ + 336 + ], + "summary": "North-Central Oak Barrens" + }, + { + "values": [ + 337 + ], + "summary": "Northern Tallgrass Prairie" + }, + { + "values": [ + 338 + ], + "summary": "Southeastern Great Plains Tallgrass Prairie" + }, + { + "values": [ + 339 + ], + "summary": "Texas Blackland Tallgrass Prairie" + }, + { + "values": [ + 340 + ], + "summary": "Texas-Louisiana Coastal Prairie" + }, + { + "values": [ + 341 + ], + "summary": "Central Appalachian Pine-Oak Rocky Woodland" + }, + { + "values": [ + 342 + ], + "summary": "Southern Appalachian Grass and Shrub Bald" + }, + { + "values": [ + 343 + ], + "summary": "Southern Appalachian Grass and Shrub Bald - Herbaceous Modifier" + }, + { + "values": [ + 344 + ], + "summary": "Southern Appalachian Grass and Shrub Bald - Shrub Modifier" + }, + { + "values": [ + 345 + ], + "summary": "Central Appalachian Alkaline Glade and Woodland" + }, + { + "values": [ + 346 + ], + "summary": "Central Interior Highlands Calcareous Glade and Barrens" + }, + { + "values": [ + 347 + ], + "summary": "Central Interior Highlands Dry Acidic Glade and Barrens" + }, + { + "values": [ + 348 + ], + "summary": "Cumberland Sandstone Glade and Barrens" + }, + { + "values": [ + 349 + ], + "summary": "Great Lakes Alvar" + }, + { + "values": [ + 350 + ], + "summary": "Nashville Basin Limestone Glade" + }, + { + "values": [ + 351 + ], + "summary": "Southern Ridge and Valley / Cumberland Dry Calcareous Forest" + }, + { + "values": [ + 352 + ], + "summary": "Southern Piedmont Glade and Barrens" + }, + { + "values": [ + 353 + ], + "summary": "East Gulf Coastal Plain Black Belt Calcareous Prairie and Woodland - Herbaceous Modifier" + }, + { + "values": [ + 354 + ], + "summary": "East Gulf Coastal Plain Jackson Prairie and Woodland" + }, + { + "values": [ + 355 + ], + "summary": "Eastern Highland Rim Prairie and Barrens - Dry Modifier" + }, + { + "values": [ + 356 + ], + "summary": "Coahuilan Chaparral" + }, + { + "values": [ + 357 + ], + "summary": "Madrean Oriental Chaparral" + }, + { + "values": [ + 358 + ], + "summary": "Mogollon Chaparral" + }, + { + "values": [ + 359 + ], + "summary": "Sonora-Mojave Semi-Desert Chaparral" + }, + { + "values": [ + 360 + ], + "summary": "California Montane Woodland and Chaparral" + }, + { + "values": [ + 361 + ], + "summary": "Great Basin Semi-Desert Chaparral" + }, + { + "values": [ + 362 + ], + "summary": "Florida Dry Prairie" + }, + { + "values": [ + 363 + ], + "summary": "Florida Peninsula Inland Scrub" + }, + { + "values": [ + 364 + ], + "summary": "West Gulf Coastal Plain Catahoula Barrens" + }, + { + "values": [ + 365 + ], + "summary": "West Gulf Coastal Plain Nepheline Syenite Glade" + }, + { + "values": [ + 366 + ], + "summary": "East Gulf Coastal Plain Jackson Plain Dry Flatwoods - Open Understory Modifier" + }, + { + "values": [ + 367 + ], + "summary": "West Gulf Coastal Plain Northern Calcareous Prairie" + }, + { + "values": [ + 368 + ], + "summary": "West Gulf Coastal Plain Southern Calcareous Prairie" + }, + { + "values": [ + 369 + ], + "summary": "Acadian-Appalachian Subalpine Woodland and Heath-Krummholz" + }, + { + "values": [ + 370 + ], + "summary": "Atlantic and Gulf Coastal Plain Interdunal Wetland" + }, + { + "values": [ + 371 + ], + "summary": "Atlantic Coastal Plain Southern Dune and Maritime Grassland" + }, + { + "values": [ + 372 + ], + "summary": "Central and Upper Texas Coast Dune and Coastal Grassland" + }, + { + "values": [ + 373 + ], + "summary": "East Gulf Coastal Plain Dune and Coastal Grassland" + }, + { + "values": [ + 374 + ], + "summary": "Great Lakes Dune" + }, + { + "values": [ + 375 + ], + "summary": "Northern Atlantic Coastal Plain Dune and Swale" + }, + { + "values": [ + 376 + ], + "summary": "Northern Atlantic Coastal Plain Heathland and Grassland" + }, + { + "values": [ + 377 + ], + "summary": "South Texas Dune and Coastal Grassland" + }, + { + "values": [ + 378 + ], + "summary": "South Texas Sand Sheet Grassland" + }, + { + "values": [ + 379 + ], + "summary": "Southwest Florida Dune and Coastal Grassland" + }, + { + "values": [ + 380 + ], + "summary": "North Pacific Coastal Cliff and Bluff" + }, + { + "values": [ + 381 + ], + "summary": "North Pacific Maritime Coastal Sand Dune and Strand" + }, + { + "values": [ + 382 + ], + "summary": "Northern California Coastal Scrub" + }, + { + "values": [ + 383 + ], + "summary": "Mediterranean California Coastal Bluff" + }, + { + "values": [ + 384 + ], + "summary": "Mediterranean California Northern Coastal Dune" + }, + { + "values": [ + 385 + ], + "summary": "Mediterranean California Southern Coastal Dune" + }, + { + "values": [ + 386 + ], + "summary": "Atlantic Coastal Plain Northern Sandy Beach" + }, + { + "values": [ + 387 + ], + "summary": "Atlantic Coastal Plain Sea Island Beach" + }, + { + "values": [ + 388 + ], + "summary": "Atlantic Coastal Plain Southern Beach" + }, + { + "values": [ + 389 + ], + "summary": "Florida Panhandle Beach Vegetation" + }, + { + "values": [ + 390 + ], + "summary": "Louisiana Beach" + }, + { + "values": [ + 391 + ], + "summary": "Northern Atlantic Coastal Plain Sandy Beach" + }, + { + "values": [ + 392 + ], + "summary": "Texas Coastal Bend Beach" + }, + { + "values": [ + 393 + ], + "summary": "Upper Texas Coast Beach" + }, + { + "values": [ + 394 + ], + "summary": "0" + }, + { + "values": [ + 395 + ], + "summary": "Mediterranean California Serpentine Fen" + }, + { + "values": [ + 396 + ], + "summary": "Mediterranean California Subalpine-Montane Fen" + }, + { + "values": [ + 397 + ], + "summary": "North Pacific Bog and Fen" + }, + { + "values": [ + 398 + ], + "summary": "Rocky Mountain Subalpine-Montane Fen" + }, + { + "values": [ + 399 + ], + "summary": "Atlantic Coastal Plain Peatland Pocosin" + }, + { + "values": [ + 400 + ], + "summary": "Southern and Central Appalachian Bog and Fen" + }, + { + "values": [ + 401 + ], + "summary": "Atlantic Coastal Plain Central Fresh-Oligohaline Tidal Marsh" + }, + { + "values": [ + 402 + ], + "summary": "Atlantic Coastal Plain Embayed Region Tidal Freshwater Marsh" + }, + { + "values": [ + 403 + ], + "summary": "Atlantic Coastal Plain Northern Fresh and Oligohaline Tidal Marsh" + }, + { + "values": [ + 404 + ], + "summary": "Florida Big Bend Fresh-Oligohaline Tidal Marsh" + }, + { + "values": [ + 405 + ], + "summary": "Atlantic Coastal Plain Depression Pondshore" + }, + { + "values": [ + 406 + ], + "summary": "Atlantic Coastal Plain Large Natural Lakeshore" + }, + { + "values": [ + 407 + ], + "summary": "Central Florida Herbaceous Pondshore" + }, + { + "values": [ + 408 + ], + "summary": "Central Florida Herbaceous Seep" + }, + { + "values": [ + 409 + ], + "summary": "East Gulf Coastal Plain Savanna and Wet Prairie" + }, + { + "values": [ + 410 + ], + "summary": "East Gulf Coastal Plain Depression Pondshore" + }, + { + "values": [ + 411 + ], + "summary": "Floridian Highlands Freshwater Marsh" + }, + { + "values": [ + 412 + ], + "summary": "Southern Coastal Plain Herbaceous Seepage Bog" + }, + { + "values": [ + 413 + ], + "summary": "Southern Coastal Plain Nonriverine Basin Swamp - Okefenokee Clethra Modifier" + }, + { + "values": [ + 414 + ], + "summary": "Southern Coastal Plain Nonriverine Basin Swamp - Okefenokee Nupea Modifier" + }, + { + "values": [ + 415 + ], + "summary": "Texas-Louisiana Coastal Prairie Slough" + }, + { + "values": [ + 416 + ], + "summary": "Central Interior and Appalachian Shrub-Herbaceous Wetland Systems" + }, + { + "values": [ + 417 + ], + "summary": "Great Lakes Coastal Marsh Systems" + }, + { + "values": [ + 418 + ], + "summary": "0" + }, + { + "values": [ + 419 + ], + "summary": "0" + }, + { + "values": [ + 420 + ], + "summary": "Laurentian-Acadian Shrub-Herbaceous Wetland Systems" + }, + { + "values": [ + 421 + ], + "summary": "0" + }, + { + "values": [ + 422 + ], + "summary": "Eastern Great Plains Wet Meadow, Prairie and Marsh" + }, + { + "values": [ + 423 + ], + "summary": "Great Lakes Wet-Mesic Lakeplain Prairie" + }, + { + "values": [ + 424 + ], + "summary": "Great Plains Prairie Pothole" + }, + { + "values": [ + 425 + ], + "summary": "Western Great Plains Closed Depression Wetland" + }, + { + "values": [ + 426 + ], + "summary": "Western Great Plains Depressional Wetland Systems" + }, + { + "values": [ + 427 + ], + "summary": "Western Great Plains Open Freshwater Depression Wetland" + }, + { + "values": [ + 428 + ], + "summary": "Cumberland Riverscour" + }, + { + "values": [ + 429 + ], + "summary": "Inter-Mountain Basins Interdunal Swale Wetland" + }, + { + "values": [ + 430 + ], + "summary": "North Pacific Avalanche Chute Shrubland" + }, + { + "values": [ + 431 + ], + "summary": "North Pacific Intertidal Freshwater Wetland" + }, + { + "values": [ + 432 + ], + "summary": "Temperate Pacific Freshwater Emergent Marsh" + }, + { + "values": [ + 433 + ], + "summary": "Temperate Pacific Freshwater Mudflat" + }, + { + "values": [ + 434 + ], + "summary": "Columbia Plateau Vernal Pool" + }, + { + "values": [ + 435 + ], + "summary": "Northern California Claypan Vernal Pool" + }, + { + "values": [ + 436 + ], + "summary": "Northern Rocky Mountain Wooded Vernal Pool" + }, + { + "values": [ + 437 + ], + "summary": "Columbia Plateau Silver Sagebrush Seasonally Flooded Shrub-Steppe" + }, + { + "values": [ + 438 + ], + "summary": "Rocky Mountain Alpine-Montane Wet Meadow" + }, + { + "values": [ + 439 + ], + "summary": "Rocky Mountain Subalpine-Montane Riparian Shrubland" + }, + { + "values": [ + 440 + ], + "summary": "Temperate Pacific Montane Wet Meadow" + }, + { + "values": [ + 441 + ], + "summary": "Willamette Valley Wet Prairie" + }, + { + "values": [ + 442 + ], + "summary": "Chihuahuan-Sonoran Desert Bottomland and Swale Grassland" + }, + { + "values": [ + 443 + ], + "summary": "North American Arid West Emergent Marsh" + }, + { + "values": [ + 444 + ], + "summary": "North American Warm Desert Riparian Mesquite Bosque" + }, + { + "values": [ + 445 + ], + "summary": "Western Great Plains Saline Depression Wetland" + }, + { + "values": [ + 446 + ], + "summary": "Acadian Salt Marsh and Estuary Systems" + }, + { + "values": [ + 447 + ], + "summary": "Atlantic Coastal Plain Central Salt and Brackish Tidal Marsh" + }, + { + "values": [ + 448 + ], + "summary": "Atlantic Coastal Plain Embayed Region Tidal Salt and Brackish Marsh" + }, + { + "values": [ + 449 + ], + "summary": "Atlantic Coastal Plain Indian River Lagoon Tidal Marsh" + }, + { + "values": [ + 450 + ], + "summary": "Atlantic Coastal Plain Northern Tidal Salt Marsh" + }, + { + "values": [ + 451 + ], + "summary": "Florida Big Bend Salt-Brackish Tidal Marsh" + }, + { + "values": [ + 452 + ], + "summary": "Gulf and Atlantic Coastal Plain Tidal Marsh Systems" + }, + { + "values": [ + 453 + ], + "summary": "Mississippi Sound Salt and Brackish Tidal Marsh" + }, + { + "values": [ + 454 + ], + "summary": "Texas Saline Coastal Prairie" + }, + { + "values": [ + 455 + ], + "summary": "Temperate Pacific Tidal Salt and Brackish Marsh" + }, + { + "values": [ + 456 + ], + "summary": "Inter-Mountain Basins Alkaline Closed Depression" + }, + { + "values": [ + 457 + ], + "summary": "Inter-Mountain Basins Greasewood Flat" + }, + { + "values": [ + 458 + ], + "summary": "Inter-Mountain Basins Playa" + }, + { + "values": [ + 459 + ], + "summary": "North American Warm Desert Playa" + }, + { + "values": [ + 460 + ], + "summary": "Apacherian-Chihuahuan Mesquite Upland Scrub" + }, + { + "values": [ + 461 + ], + "summary": "Apacherian-Chihuahuan Semi-Desert Grassland and Steppe" + }, + { + "values": [ + 462 + ], + "summary": "Chihuahuan Creosotebush, Mixed Desert and Thorn Scrub" + }, + { + "values": [ + 463 + ], + "summary": "Chihuahuan Gypsophilous Grassland and Steppe" + }, + { + "values": [ + 464 + ], + "summary": "Chihuahuan Loamy Plains Desert Grassland" + }, + { + "values": [ + 465 + ], + "summary": "Chihuahuan Mixed Desert and Thorn Scrub" + }, + { + "values": [ + 466 + ], + "summary": "Chihuahuan Sandy Plains Semi-Desert Grassland" + }, + { + "values": [ + 467 + ], + "summary": "Chihuahuan Stabilized Coppice Dune and Sand Flat Scrub" + }, + { + "values": [ + 468 + ], + "summary": "Chihuahuan Succulent Desert Scrub" + }, + { + "values": [ + 469 + ], + "summary": "Madrean Juniper Savanna" + }, + { + "values": [ + 470 + ], + "summary": "Mojave Mid-Elevation Mixed Desert Scrub" + }, + { + "values": [ + 471 + ], + "summary": "North American Warm Desert Active and Stabilized Dune" + }, + { + "values": [ + 472 + ], + "summary": "Sonora-Mojave Creosotebush-White Bursage Desert Scrub" + }, + { + "values": [ + 473 + ], + "summary": "Sonoran Mid-Elevation Desert Scrub" + }, + { + "values": [ + 474 + ], + "summary": "Sonoran Paloverde-Mixed Cacti Desert Scrub" + }, + { + "values": [ + 475 + ], + "summary": "Chihuahuan Mixed Salt Desert Scrub" + }, + { + "values": [ + 476 + ], + "summary": "Sonora-Mojave Mixed Salt Desert Scrub" + }, + { + "values": [ + 477 + ], + "summary": "North American Warm Desert Wash" + }, + { + "values": [ + 478 + ], + "summary": "South Texas Lomas" + }, + { + "values": [ + 479 + ], + "summary": "Tamaulipan Calcareous Thornscrub" + }, + { + "values": [ + 480 + ], + "summary": "Tamaulipan Clay Grassland" + }, + { + "values": [ + 481 + ], + "summary": "Tamaulipan Mesquite Upland Scrub" + }, + { + "values": [ + 482 + ], + "summary": "Tamaulipan Mixed Deciduous Thornscrub" + }, + { + "values": [ + 483 + ], + "summary": "Tamaulipan Savanna Grassland" + }, + { + "values": [ + 484 + ], + "summary": "Inter-Mountain Basins Mat Saltbush Shrubland" + }, + { + "values": [ + 485 + ], + "summary": "Inter-Mountain Basins Mixed Salt Desert Scrub" + }, + { + "values": [ + 486 + ], + "summary": "Inter-Mountain Basins Wash" + }, + { + "values": [ + 487 + ], + "summary": "Columbia Plateau Steppe and Grassland" + }, + { + "values": [ + 488 + ], + "summary": "Great Basin Xeric Mixed Sagebrush Shrubland" + }, + { + "values": [ + 489 + ], + "summary": "Inter-Mountain Basins Big Sagebrush Shrubland" + }, + { + "values": [ + 490 + ], + "summary": "Inter-Mountain Basins Big Sagebrush Steppe" + }, + { + "values": [ + 491 + ], + "summary": "Inter-Mountain Basins Montane Sagebrush Steppe" + }, + { + "values": [ + 492 + ], + "summary": "Colorado Plateau Mixed Low Sagebrush Shrubland" + }, + { + "values": [ + 493 + ], + "summary": "Columbia Plateau Low Sagebrush Steppe" + }, + { + "values": [ + 494 + ], + "summary": "Columbia Plateau Scabland Shrubland" + }, + { + "values": [ + 495 + ], + "summary": "Wyoming Basins Dwarf Sagebrush Shrubland and Steppe" + }, + { + "values": [ + 496 + ], + "summary": "Colorado Plateau Blackbrush-Mormon-tea Shrubland" + }, + { + "values": [ + 497 + ], + "summary": "Inter-Mountain Basins Semi-Desert Grassland" + }, + { + "values": [ + 498 + ], + "summary": "Inter-Mountain Basins Semi-Desert Shrub Steppe" + }, + { + "values": [ + 499 + ], + "summary": "Southern Colorado Plateau Sand Shrubland" + }, + { + "values": [ + 500 + ], + "summary": "Acadian-Appalachian Alpine Tundra" + }, + { + "values": [ + 501 + ], + "summary": "Rocky Mountain Alpine Dwarf-Shrubland" + }, + { + "values": [ + 502 + ], + "summary": "Rocky Mountain Alpine Fell-Field" + }, + { + "values": [ + 503 + ], + "summary": "Rocky Mountain Alpine Turf" + }, + { + "values": [ + 504 + ], + "summary": "Mediterranean California Alpine Dry Tundra" + }, + { + "values": [ + 505 + ], + "summary": "Mediterranean California Alpine Fell-Field" + }, + { + "values": [ + 506 + ], + "summary": "North Pacific Dry and Mesic Alpine Dwarf-Shrubland, Fell-field and Meadow" + }, + { + "values": [ + 507 + ], + "summary": "Rocky Mountain Alpine Tundra/Fell-field/Dwarf-shrub Map Unit" + }, + { + "values": [ + 508 + ], + "summary": "Temperate Pacific Intertidal Mudflat" + }, + { + "values": [ + 509 + ], + "summary": "Mediterranean California Eelgrass Bed" + }, + { + "values": [ + 510 + ], + "summary": "North Pacific Maritime Eelgrass Bed" + }, + { + "values": [ + 511 + ], + "summary": "South-Central Interior Large Floodplain - Herbaceous Modifier" + }, + { + "values": [ + 512 + ], + "summary": "East Gulf Coastal Plain Large River Floodplain Forest - Herbaceous Modifier" + }, + { + "values": [ + 513 + ], + "summary": "Temperate Pacific Freshwater Aquatic Bed" + }, + { + "values": [ + 514 + ], + "summary": "Central California Coast Ranges Cliff and Canyon" + }, + { + "values": [ + 515 + ], + "summary": "Mediterranean California Serpentine Barrens" + }, + { + "values": [ + 516 + ], + "summary": "Southern California Coast Ranges Cliff and Canyon" + }, + { + "values": [ + 517 + ], + "summary": "Central Interior Acidic Cliff and Talus" + }, + { + "values": [ + 518 + ], + "summary": "Central Interior Calcareous Cliff and Talus" + }, + { + "values": [ + 519 + ], + "summary": "East Gulf Coastal Plain Dry Chalk Bluff" + }, + { + "values": [ + 520 + ], + "summary": "North-Central Appalachian Acidic Cliff and Talus" + }, + { + "values": [ + 521 + ], + "summary": "North-Central Appalachian Circumneutral Cliff and Talus" + }, + { + "values": [ + 522 + ], + "summary": "Southern Appalachian Montane Cliff" + }, + { + "values": [ + 523 + ], + "summary": "Southern Interior Acid Cliff" + }, + { + "values": [ + 524 + ], + "summary": "Southern Interior Calcareous Cliff" + }, + { + "values": [ + 525 + ], + "summary": "Southern Piedmont Cliff" + }, + { + "values": [ + 526 + ], + "summary": "Southern Appalachian Granitic Dome" + }, + { + "values": [ + 527 + ], + "summary": "Southern Appalachian Rocky Summit" + }, + { + "values": [ + 528 + ], + "summary": "Southern Piedmont Granite Flatrock" + }, + { + "values": [ + 529 + ], + "summary": "Rocky Mountain Cliff, Canyon and Massive Bedrock" + }, + { + "values": [ + 530 + ], + "summary": "Klamath-Siskiyou Cliff and Outcrop" + }, + { + "values": [ + 531 + ], + "summary": "North Pacific Montane Massive Bedrock, Cliff and Talus" + }, + { + "values": [ + 532 + ], + "summary": "North Pacific Serpentine Barren" + }, + { + "values": [ + 533 + ], + "summary": "North Pacific Active Volcanic Rock and Cinder Land" + }, + { + "values": [ + 534 + ], + "summary": "Sierra Nevada Cliff and Canyon" + }, + { + "values": [ + 535 + ], + "summary": "Western Great Plains Badland" + }, + { + "values": [ + 536 + ], + "summary": "Southwestern Great Plains Canyon" + }, + { + "values": [ + 537 + ], + "summary": "Western Great Plains Cliff and Outcrop" + }, + { + "values": [ + 538 + ], + "summary": "North American Warm Desert Badland" + }, + { + "values": [ + 539 + ], + "summary": "North American Warm Desert Bedrock Cliff and Outcrop" + }, + { + "values": [ + 540 + ], + "summary": "North American Warm Desert Pavement" + }, + { + "values": [ + 541 + ], + "summary": "North American Warm Desert Volcanic Rockland" + }, + { + "values": [ + 542 + ], + "summary": "Colorado Plateau Mixed Bedrock Canyon and Tableland" + }, + { + "values": [ + 543 + ], + "summary": "Columbia Plateau Ash and Tuff Badland" + }, + { + "values": [ + 544 + ], + "summary": "Geysers and Hot Springs" + }, + { + "values": [ + 545 + ], + "summary": "Inter-Mountain Basins Active and Stabilized Dune" + }, + { + "values": [ + 546 + ], + "summary": "Inter-Mountain Basins Cliff and Canyon" + }, + { + "values": [ + 547 + ], + "summary": "Inter-Mountain Basins Shale Badland" + }, + { + "values": [ + 548 + ], + "summary": "Inter-Mountain Basins Volcanic Rock and Cinder Land" + }, + { + "values": [ + 549 + ], + "summary": "Rocky Mountain Alpine Bedrock and Scree" + }, + { + "values": [ + 550 + ], + "summary": "Mediterranean California Alpine Bedrock and Scree" + }, + { + "values": [ + 551 + ], + "summary": "North Pacific Alpine and Subalpine Bedrock and Scree" + }, + { + "values": [ + 552 + ], + "summary": "Unconsolidated Shore" + }, + { + "values": [ + 553 + ], + "summary": "Undifferentiated Barren Land" + }, + { + "values": [ + 554 + ], + "summary": "North American Alpine Ice Field" + }, + { + "values": [ + 555 + ], + "summary": "Orchards Vineyards and Other High Structure Agriculture" + }, + { + "values": [ + 556 + ], + "summary": "Cultivated Cropland" + }, + { + "values": [ + 557 + ], + "summary": "Pasture/Hay" + }, + { + "values": [ + 558 + ], + "summary": "Introduced Upland Vegetation - Annual Grassland" + }, + { + "values": [ + 559 + ], + "summary": "Introduced Upland Vegetation - Perennial Grassland and Forbland" + }, + { + "values": [ + 560 + ], + "summary": "Modified/Managed Southern Tall Grassland" + }, + { + "values": [ + 561 + ], + "summary": "Introduced Upland Vegetation - Shrub" + }, + { + "values": [ + 562 + ], + "summary": "Introduced Riparian and Wetland Vegetation" + }, + { + "values": [ + 563 + ], + "summary": "Introduced Upland Vegetation - Treed" + }, + { + "values": [ + 564 + ], + "summary": "0" + }, + { + "values": [ + 565 + ], + "summary": "Disturbed, Non-specific" + }, + { + "values": [ + 566 + ], + "summary": "Recently Logged Areas" + }, + { + "values": [ + 567 + ], + "summary": "Harvested Forest - Grass/Forb Regeneration" + }, + { + "values": [ + 568 + ], + "summary": "Harvested Forest-Shrub Regeneration" + }, + { + "values": [ + 569 + ], + "summary": "Harvested Forest - Northwestern Conifer Regeneration" + }, + { + "values": [ + 570 + ], + "summary": "Recently Burned" + }, + { + "values": [ + 571 + ], + "summary": "Recently burned grassland" + }, + { + "values": [ + 572 + ], + "summary": "Recently burned shrubland" + }, + { + "values": [ + 573 + ], + "summary": "Recently burned forest" + }, + { + "values": [ + 574 + ], + "summary": "Disturbed/Successional - Grass/Forb Regeneration" + }, + { + "values": [ + 575 + ], + "summary": "Disturbed/Successional - Shrub Regeneration" + }, + { + "values": [ + 576 + ], + "summary": "Disturbed/Successional - Recently Chained Pinyon-Juniper" + }, + { + "values": [ + 577 + ], + "summary": "Open Water (Aquaculture)" + }, + { + "values": [ + 578 + ], + "summary": "Open Water (Brackish/Salt)" + }, + { + "values": [ + 579 + ], + "summary": "Open Water (Fresh)" + }, + { + "values": [ + 580 + ], + "summary": "Quarries, Mines, Gravel Pits and Oil Wells" + }, + { + "values": [ + 581 + ], + "summary": "Developed, Open Space" + }, + { + "values": [ + 582 + ], + "summary": "Developed, Low Intensity" + }, + { + "values": [ + 583 + ], + "summary": "Developed, Medium Intensity" + }, + { + "values": [ + 584 + ], + "summary": "Developed, High Intensity" + } + ] + } + }, + "msft:container": "usgs-gap", + "msft:storage_account": "ai4edataeuwest", + "msft:short_description": "U.S.-wide land cover information for 2011", + "msft:region": "westeurope", + "title": "USGS Gap Land Cover", + "extent": { + "spatial": { + "bbox": [ + [ + -127.9710481801793, + 22.797789263564383, + -65.26634281147894, + 51.64692620669362 + ], + [ + -178.13166387448902, + 49.09079265233118, + 179.87849702345594, + 71.43382483774205 + ], + [ + -160.26640694607218, + 18.851824447510786, + -154.66974350173518, + 22.295114188194738 + ], + [ + -67.9573345827195, + 17.874066536543, + -65.21836408976736, + 18.5296513469496 + ] + ] + }, + "temporal": { + "interval": [ + [ + "1999-01-01T00:00:00Z", + "2011-12-31T00:00:00Z" + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "USGS", + "GAP", + "LANDFIRE", + "Land Cover", + "United States" + ], + "providers": [ + { + "name": "USGS", + "roles": [ + "processor", + "producer", + "licensor" + ], + "url": "https://www.usgs.gov/core-science-systems/science-analytics-and-synthesis/gap/science/land-cover" + }, + { + "name": "Microsoft", + "roles": [ + "host" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "gsd": [ + 30 + ], + "label:classes": [ + { + "classes": [ + "0", + "South Florida Bayhead Swamp", + "South Florida Cypress Dome", + "South Florida Dwarf Cypress Savanna", + "South Florida Mangrove Swamp", + "South Florida Hardwood Hammock", + "Southeast Florida Coastal Strand and Maritime Hammock", + "Southwest Florida Coastal Strand and Maritime Hammock", + "South Florida Pine Rockland", + "Atlantic Coastal Plain Fall-line Sandhills Longleaf Pine Woodland - Open Understory", + "Atlantic Coastal Plain Fall-line Sandhills Longleaf Pine Woodland - Scrub/Shrub Understory", + "Atlantic Coastal Plain Upland Longleaf Pine Woodland", + "Atlantic Coastal Plain Xeric River Dune", + "East Gulf Coastal Plain Interior Upland Longleaf Pine Woodland - Open Understory Modifier", + "East Gulf Coastal Plain Interior Upland Longleaf Pine Woodland - Scrub/Shrub Modifier", + "Florida Longleaf Pine Sandhill - Scrub/Shrub Understory Modifier", + "Florida Longleaf Pine Sandhill- Open Understory Modifier", + "West Gulf Coastal Plain Upland Longleaf Pine Forest and Woodland", + "Atlantic Coastal Plain Central Maritime Forest", + "Atlantic Coastal Plain Southern Maritime Forest", + "Central and South Texas Coastal Fringe Forest and Woodland", + "East Gulf Coastal Plain Limestone Forest", + "East Gulf Coastal Plain Maritime Forest", + "East Gulf Coastal Plain Southern Loess Bluff Forest", + "East Gulf Coastal Plain Southern Mesic Slope Forest", + "Mississippi Delta Maritime Forest", + "Southern Coastal Plain Dry Upland Hardwood Forest", + "Southern Coastal Plain Oak Dome and Hammock", + "West Gulf Coastal Plain Chenier and Upper Texas Coastal Fringe Forest and Woodland", + "West Gulf Coastal Plain Mesic Hardwood Forest", + "East-Central Texas Plains Pine Forest and Woodland", + "West Gulf Coastal Plain Pine-Hardwood Forest", + "West Gulf Coastal Plain Sandhill Oak and Shortleaf Pine Forest and Woodland", + "Atlantic Coastal Plain Fall-Line Sandhills Longleaf Pine Woodland - Loblolly Modifier", + "Deciduous Plantations", + "East Gulf Coastal Plain Interior Upland Longleaf Pine Woodland - Loblolly Modifier", + "East Gulf Coastal Plain Interior Upland Longleaf Pine Woodland - Offsite Hardwood Modifier", + "East Gulf Coastal Plain Near-Coast Pine Flatwoods - Offsite Hardwood Modifier", + "Evergreen Plantation or Managed Pine", + "California Central Valley Mixed Oak Savanna", + "California Coastal Closed-Cone Conifer Forest and Woodland", + "California Coastal Live Oak Woodland and Savanna", + "California Lower Montane Blue Oak-Foothill Pine Woodland and Savanna", + "Central and Southern California Mixed Evergreen Woodland", + "Mediterranean California Lower Montane Black Oak-Conifer Forest and Woodland", + "Southern California Oak Woodland and Savanna", + "Madrean Encinal", + "Madrean Pinyon-Juniper Woodland", + "Madrean Pine-Oak Forest and Woodland", + "Madrean Upper Montane Conifer-Oak Forest and Woodland", + "Edwards Plateau Dry-Mesic Slope Forest and Woodland", + "Edwards Plateau Limestone Savanna and Woodland", + "Edwards Plateau Mesic Canyon", + "Llano Uplift Acidic Forest, Woodland and Glade", + "East Cascades Oak-Ponderosa Pine Forest and Woodland", + "Mediterranean California Mixed Evergreen Forest", + "Mediterranean California Mixed Oak Woodland", + "North Pacific Dry Douglas-fir-(Madrone) Forest and Woodland", + "North Pacific Oak Woodland", + "Edwards Plateau Limestone Shrubland", + "Allegheny-Cumberland Dry Oak Forest and Woodland - Hardwood", + "Allegheny-Cumberland Dry Oak Forest and Woodland - Pine Modifier", + "Central and Southern Appalachian Montane Oak Forest", + "Central and Southern Appalachian Northern Hardwood Forest", + "Central Appalachian Oak and Pine Forest", + "Crosstimbers Oak Forest and Woodland", + "East Gulf Coastal Plain Black Belt Calcareous Prairie and Woodland - Woodland Modifier", + "East Gulf Coastal Plain Northern Dry Upland Hardwood Forest", + "East Gulf Coastal Plain Northern Loess Plain Oak-Hickory Upland - Hardwood Modifier", + "East Gulf Coastal Plain Northern Loess Plain Oak-Hickory Upland - Juniper Modifier", + "East-Central Texas Plains Post Oak Savanna and Woodland", + "Lower Mississippi River Dune Woodland and Forest", + "Mississippi River Alluvial Plain Dry-Mesic Loess Slope Forest", + "North-Central Interior Dry Oak Forest and Woodland", + "North-Central Interior Dry-Mesic Oak Forest and Woodland", + "Northeastern Interior Dry Oak Forest - Mixed Modifier", + "Northeastern Interior Dry Oak Forest - Virginia/Pitch Pine Modifier", + "Northeastern Interior Dry Oak Forest-Hardwood Modifier", + "Northeastern Interior Dry-Mesic Oak Forest", + "Northern Atlantic Coastal Plain Dry Hardwood Forest", + "Crowley's Ridge Sand Forest", + "Ouachita Montane Oak Forest", + "Ozark-Ouachita Dry Oak Woodland", + "Ozark-Ouachita Dry-Mesic Oak Forest", + "Southern and Central Appalachian Oak Forest", + "Southern and Central Appalachian Oak Forest - Xeric", + "Southern Interior Low Plateau Dry-Mesic Oak Forest", + "Southern Ridge and Valley Dry Calcareous Forest", + "Southern Ridge and Valley Dry Calcareous Forest - Pine modifier", + "East Gulf Coastal Plain Northern Dry Upland Hardwood Forest - Offsite Pine Modifier", + "Managed Tree Plantation", + "Ruderal forest", + "Southern Piedmont Dry Oak-(Pine) Forest - Loblolly Pine Modifier", + "Acadian Low-Elevation Spruce-Fir-Hardwood Forest", + "Acadian-Appalachian Montane Spruce-Fir Forest", + "Appalachian Hemlock-Hardwood Forest", + "Central and Southern Appalachian Spruce-Fir Forest", + "0", + "Laurentian-Acadian Northern Hardwoods Forest", + "Laurentian-Acadian Northern Pine-(Oak) Forest", + "Laurentian-Acadian Pine-Hemlock-Hardwood Forest", + "Paleozoic Plateau Bluff and Talus", + "Southern Appalachian Northern Hardwood Forest", + "Atlantic Coastal Plain Dry and Dry-Mesic Oak Forest", + "Atlantic Coastal Plain Fall-line Sandhills Longleaf Pine Woodland - Offsite Hardwood", + "East Gulf Coastal Plain Interior Shortleaf Pine-Oak Forest - Hardwood Modifier", + "East Gulf Coastal Plain Interior Shortleaf Pine-Oak Forest - Mixed Modifier", + "Ozark-Ouachita Shortleaf Pine-Bluestem Woodland", + "Ozark-Ouachita Shortleaf Pine-Oak Forest and Woodland", + "Southeastern Interior Longleaf Pine Woodland", + "Southern Appalachian Low Mountain Pine Forest", + "Southern Piedmont Dry Oak-(Pine) Forest", + "Southern Piedmont Dry Oak-(Pine) Forest - Hardwood Modifier", + "Southern Piedmont Dry Oak-(Pine) Forest - Mixed Modifier", + "Southern Piedmont Dry Oak-Heath Forest - Mixed Modifier", + "Eastern Great Plains Tallgrass Aspen Parkland", + "Northwestern Great Plains Aspen Forest and Parkland", + "Northwestern Great Plains Shrubland", + "Western Great Plains Dry Bur Oak Forest and Woodland", + "Western Great Plains Wooded Draw and Ravine", + "Southern Atlantic Coastal Plain Mesic Hardwood Forest", + "East Gulf Coastal Plain Northern Loess Bluff Forest", + "East Gulf Coastal Plain Northern Mesic Hardwood Forest", + "North-Central Interior Beech-Maple Forest", + "North-Central Interior Maple-Basswood Forest", + "Ozark-Ouachita Mesic Hardwood Forest", + "South-Central Interior Mesophytic Forest", + "Southern and Central Appalachian Cove Forest", + "Crowley's Ridge Mesic Loess Slope Forest", + "Southern Piedmont Mesic Forest", + "Appalachian Shale Barrens", + "Atlantic Coastal Plain Northern Maritime Forest", + "Laurentian Pine-Oak Barrens", + "Northeastern Interior Pine Barrens", + "Northern Atlantic Coastal Plain Pitch Pine Barrens", + "Southern Appalachian Montane Pine Forest and Woodland", + "East Cascades Mesic Montane Mixed-Conifer Forest and Woodland", + "Middle Rocky Mountain Montane Douglas-fir Forest and Woodland", + "Northern Rocky Mountain Dry-Mesic Montane Mixed Conifer Forest", + "Northern Rocky Mountain Foothill Conifer Wooded Steppe", + "Northern Rocky Mountain Mesic Montane Mixed Conifer Forest", + "Northern Rocky Mountain Ponderosa Pine Woodland and Savanna", + "Northern Rocky Mountain Western Larch Savanna", + "Northwestern Great Plains - Black Hills Ponderosa Pine Woodland and Savanna", + "Rocky Mountain Foothill Limber Pine-Juniper Woodland", + "Inter-Mountain Basins Aspen-Mixed Conifer Forest and Woodland", + "Inter-Mountain Basins Subalpine Limber-Bristlecone Pine Woodland", + "Northern Rocky Mountain Subalpine Woodland and Parkland", + "Rocky Mountain Aspen Forest and Woodland", + "Rocky Mountain Lodgepole Pine Forest", + "Rocky Mountain Poor-Site Lodgepole Pine Forest", + "Rocky Mountain Subalpine Dry-Mesic Spruce-Fir Forest and Woodland", + "Rocky Mountain Subalpine Mesic Spruce-Fir Forest and Woodland", + "Rocky Mountain Subalpine-Montane Limber-Bristlecone Pine Woodland", + "Rocky Mountain Bigtooth Maple Ravine Woodland", + "Southern Rocky Mountain Dry-Mesic Montane Mixed Conifer Forest and Woodland", + "Southern Rocky Mountain Mesic Montane Mixed Conifer Forest and Woodland", + "Southern Rocky Mountain Ponderosa Pine Savanna", + "Southern Rocky Mountain Ponderosa Pine Woodland", + "California Montane Jeffrey Pine-(Ponderosa Pine) Woodland", + "Klamath-Siskiyou Lower Montane Serpentine Mixed Conifer Woodland", + "Klamath-Siskiyou Upper Montane Serpentine Mixed Conifer Woodland", + "Mediterranean California Dry-Mesic Mixed Conifer Forest and Woodland", + "Mediterranean California Mesic Mixed Conifer Forest and Woodland", + "Sierran-Intermontane Desert Western White Pine-White Fir Woodland", + "California Coastal Redwood Forest", + "North Pacific Broadleaf Landslide Forest and Shrubland", + "North Pacific Dry-Mesic Silver Fir-Western Hemlock-Douglas-fir Forest", + "North Pacific Hypermaritime Sitka Spruce Forest", + "North Pacific Hypermaritime Western Red-cedar-Western Hemlock Forest", + "North Pacific Lowland Mixed Hardwood-Conifer Forest and Woodland", + "North Pacific Maritime Dry-Mesic Douglas-fir-Western Hemlock Forest", + "North Pacific Maritime Mesic-Wet Douglas-fir-Western Hemlock Forest", + "North Pacific Mesic Western Hemlock-Silver Fir Forest", + "North Pacific Wooded Volcanic Flowage", + "Mediterranean California Red Fir Forest", + "Mediterranean California Subalpine Woodland", + "North Pacific Maritime Mesic Subalpine Parkland", + "North Pacific Mountain Hemlock Forest", + "Northern California Mesic Subalpine Woodland", + "Northern Pacific Mesic Subalpine Woodland", + "Sierra Nevada Subalpine Lodgepole Pine Forest and Woodland", + "Columbia Plateau Western Juniper Woodland and Savanna", + "Great Basin Pinyon-Juniper Woodland", + "Inter-Mountain Basins Curl-leaf Mountain Mahogany Woodland and Shrubland", + "Inter-Mountain Basins Juniper Savanna", + "Colorado Plateau Pinyon-Juniper Shrubland", + "Colorado Plateau Pinyon-Juniper Woodland", + "Southern Rocky Mountain Juniper Woodland and Savanna", + "Southern Rocky Mountain Pinyon-Juniper Woodland", + "Northwestern Great Plains Floodplain", + "Northwestern Great Plains Riparian", + "Western Great Plains Floodplain", + "Western Great Plains Floodplain Systems", + "Western Great Plains Riparian Woodland and Shrubland", + "Central Appalachian Floodplain - Forest Modifier", + "Central Appalachian Riparian - Forest Modifier", + "Central Interior and Appalachian Floodplain Systems", + "Central Interior and Appalachian Riparian Systems", + "Laurentian-Acadian Floodplain Systems", + "Ozark-Ouachita Riparian", + "South-Central Interior Large Floodplain", + "South-Central Interior Large Floodplain - Forest Modifier", + "South-Central Interior Small Stream and Riparian", + "North-Central Interior and Appalachian Rich Swamp", + "0", + "0", + "Laurentian-Acadian Swamp Systems", + "North-Central Interior Wet Flatwoods", + "0", + "South-Central Interior / Upper Coastal Plain Wet Flatwoods", + "0", + "Southern Piedmont/Ridge and Valley Upland Depression Swamp", + "Atlantic Coastal Plain Blackwater Stream Floodplain Forest - Forest Modifier", + "Atlantic Coastal Plain Brownwater Stream Floodplain Forest", + "Atlantic Coastal Plain Northern Tidal Wooded Swamp", + "Atlantic Coastal Plain Small Blackwater River Floodplain Forest", + "Atlantic Coastal Plain Small Brownwater River Floodplain Forest", + "Atlantic Coastal Plain Southern Tidal Wooded Swamp", + "East Gulf Coastal Plain Large River Floodplain Forest - Forest Modifier", + "East Gulf Coastal Plain Small Stream and River Floodplain Forest", + "East Gulf Coastal Plain Tidal Wooded Swamp", + "0", + "Southeastern Great Plains Riparian Forest", + "Southeastern Great Plains Floodplain Forest", + "Mississippi River Bottomland Depression", + "Mississippi River Floodplain and Riparian Forest", + "Mississippi River Low Floodplain (Bottomland) Forest", + "Mississippi River Riparian Forest", + "Red River Large Floodplain Forest", + "Southern Coastal Plain Blackwater River Floodplain Forest", + "Southern Piedmont Large Floodplain Forest - Forest Modifier", + "Southern Piedmont Small Floodplain and Riparian Forest", + "West Gulf Coastal Plain Large River Floodplain Forest", + "West Gulf Coastal Plain Near-Coast Large River Swamp", + "West Gulf Coastal Plain Small Stream and River Forest", + "Atlantic Coastal Plain Streamhead Seepage Swamp - Pocosin - and Baygall", + "Gulf and Atlantic Coastal Plain Swamp Systems", + "Southern Coastal Plain Hydric Hammock", + "Southern Coastal Plain Seepage Swamp and Baygall", + "West Gulf Coastal Plain Seepage Swamp and Baygall", + "Atlantic Coastal Plain Nonriverine Swamp and Wet Hardwood Forest - Taxodium/Nyssa Modifier", + "Atlantic Coastal Plain Nonriverine Swamp and Wet Hardwood Forest - Oak Dominated Modifier", + "East Gulf Coastal Plain Southern Loblolly-Hardwood Flatwoods", + "Lower Mississippi River Bottomland Depressions - Forest Modifier", + "Lower Mississippi River Flatwoods", + "Northern Atlantic Coastal Plain Basin Swamp and Wet Hardwood Forest", + "Southern Coastal Plain Nonriverine Basin Swamp", + "Southern Coastal Plain Nonriverine Basin Swamp - Okefenokee Bay/Gum Modifier", + "Southern Coastal Plain Nonriverine Basin Swamp - Okefenokee Pine Modifier", + "Southern Coastal Plain Nonriverine Basin Swamp - Okefenokee Taxodium Modifier", + "West Gulf Coastal Plain Nonriverine Wet Hardwood Flatwoods", + "West Gulf Coastal Plain Pine-Hardwood Flatwoods", + "Edwards Plateau Riparian", + "Atlantic Coastal Plain Clay-Based Carolina Bay Forested Wetland", + "Atlantic Coastal Plain Clay-Based Carolina Bay Herbaceous Wetland", + "Atlantic Coastal Plain Southern Wet Pine Savanna and Flatwoods", + "Central Atlantic Coastal Plain Wet Longleaf Pine Savanna and Flatwoods", + "Central Florida Pine Flatwoods", + "East Gulf Coastal Plain Near-Coast Pine Flatwoods", + "East Gulf Coastal Plain Near-Coast Pine Flatwoods - Open Understory Modifier", + "East Gulf Coastal Plain Near-Coast Pine Flatwoods - Scrub/Shrub Understory Modifier", + "South Florida Pine Flatwoods", + "Southern Coastal Plain Nonriverine Cypress Dome", + "West Gulf Coastal Plain Wet Longleaf Pine Savanna and Flatwoods", + "Columbia Basin Foothill Riparian Woodland and Shrubland", + "Great Basin Foothill and Lower Montane Riparian Woodland and Shrubland", + "0", + "Northern Rocky Mountain Conifer Swamp", + "Northern Rocky Mountain Lower Montane Riparian Woodland and Shrubland", + "Rocky Mountain Lower Montane Riparian Woodland and Shrubland", + "Rocky Mountain Montane Riparian Systems", + "Rocky Mountain Subalpine-Montane Riparian Woodland", + "North Pacific Hardwood-Conifer Swamp", + "North Pacific Lowland Riparian Forest and Shrubland", + "North Pacific Montane Riparian Woodland and Shrubland", + "North Pacific Shrub Swamp", + "California Central Valley Riparian Woodland and Shrubland", + "Mediterranean California Foothill and Lower Montane Riparian Woodland", + "Mediterranean California Serpentine Foothill and Lower Montane Riparian Woodland and Seep", + "North American Warm Desert Lower Montane Riparian Woodland and Shrubland", + "North American Warm Desert Riparian Systems", + "North American Warm Desert Riparian Woodland and Shrubland", + "Tamaulipan Floodplain", + "Tamaulipan Riparian Systems", + "Boreal Aspen-Birch Forest", + "Boreal Jack Pine-Black Spruce Forest", + "Boreal White Spruce-Fir-Hardwood Forest", + "Boreal-Laurentian Conifer Acidic Swamp and Treed Poor Fen", + "Eastern Boreal Floodplain", + "South Florida Shell Hash Beach", + "Southeast Florida Beach", + "Southwest Florida Beach", + "South Florida Everglades Sawgrass Marsh", + "South Florida Freshwater Slough and Gator Hole", + "South Florida Wet Marl Prairie", + "California Maritime Chaparral", + "California Mesic Chaparral", + "California Xeric Serpentine Chaparral", + "Klamath-Siskiyou Xeromorphic Serpentine Savanna and Chaparral", + "Mediterranean California Mesic Serpentine Woodland and Chaparral", + "Northern and Central California Dry-Mesic Chaparral", + "Southern California Dry-Mesic Chaparral", + "Southern California Coastal Scrub", + "California Central Valley and Southern Coastal Grassland", + "California Mesic Serpentine Grassland", + "Columbia Basin Foothill and Canyon Dry Grassland", + "Columbia Basin Palouse Prairie", + "North Pacific Alpine and Subalpine Dry Grassland", + "North Pacific Montane Grassland", + "North Pacific Montane Shrubland", + "Northern Rocky Mountain Lower Montane, Foothill and Valley Grassland", + "Northern Rocky Mountain Montane-Foothill Deciduous Shrubland", + "Northern Rocky Mountain Subalpine Deciduous Shrubland", + "Northern Rocky Mountain Subalpine-Upper Montane Grassland", + "Southern Rocky Mountain Montane-Subalpine Grassland", + "Rocky Mountain Gambel Oak-Mixed Montane Shrubland", + "Rocky Mountain Lower Montane-Foothill Shrubland", + "California Northern Coastal Grassland", + "North Pacific Herbaceous Bald and Bluff", + "North Pacific Hypermaritime Shrub and Herbaceous Headland", + "Willamette Valley Upland Prairie and Savanna", + "Mediterranean California Subalpine Meadow", + "Rocky Mountain Subalpine-Montane Mesic Meadow", + "Central Mixedgrass Prairie", + "Northwestern Great Plains Mixedgrass Prairie", + "Western Great Plains Foothill and Piedmont Grassland", + "Western Great Plains Tallgrass Prairie", + "Western Great Plains Sand Prairie", + "Western Great Plains Sandhill Steppe", + "Western Great Plains Mesquite Woodland and Shrubland", + "Western Great Plains Shortgrass Prairie", + "Arkansas Valley Prairie and Woodland", + "Central Tallgrass Prairie", + "North-Central Interior Oak Savanna", + "North-Central Interior Sand and Gravel Tallgrass Prairie", + "North-Central Oak Barrens", + "Northern Tallgrass Prairie", + "Southeastern Great Plains Tallgrass Prairie", + "Texas Blackland Tallgrass Prairie", + "Texas-Louisiana Coastal Prairie", + "Central Appalachian Pine-Oak Rocky Woodland", + "Southern Appalachian Grass and Shrub Bald", + "Southern Appalachian Grass and Shrub Bald - Herbaceous Modifier", + "Southern Appalachian Grass and Shrub Bald - Shrub Modifier", + "Central Appalachian Alkaline Glade and Woodland", + "Central Interior Highlands Calcareous Glade and Barrens", + "Central Interior Highlands Dry Acidic Glade and Barrens", + "Cumberland Sandstone Glade and Barrens", + "Great Lakes Alvar", + "Nashville Basin Limestone Glade", + "Southern Ridge and Valley / Cumberland Dry Calcareous Forest", + "Southern Piedmont Glade and Barrens", + "East Gulf Coastal Plain Black Belt Calcareous Prairie and Woodland - Herbaceous Modifier", + "East Gulf Coastal Plain Jackson Prairie and Woodland", + "Eastern Highland Rim Prairie and Barrens - Dry Modifier", + "Coahuilan Chaparral", + "Madrean Oriental Chaparral", + "Mogollon Chaparral", + "Sonora-Mojave Semi-Desert Chaparral", + "California Montane Woodland and Chaparral", + "Great Basin Semi-Desert Chaparral", + "Florida Dry Prairie", + "Florida Peninsula Inland Scrub", + "West Gulf Coastal Plain Catahoula Barrens", + "West Gulf Coastal Plain Nepheline Syenite Glade", + "East Gulf Coastal Plain Jackson Plain Dry Flatwoods - Open Understory Modifier", + "West Gulf Coastal Plain Northern Calcareous Prairie", + "West Gulf Coastal Plain Southern Calcareous Prairie", + "Acadian-Appalachian Subalpine Woodland and Heath-Krummholz", + "Atlantic and Gulf Coastal Plain Interdunal Wetland", + "Atlantic Coastal Plain Southern Dune and Maritime Grassland", + "Central and Upper Texas Coast Dune and Coastal Grassland", + "East Gulf Coastal Plain Dune and Coastal Grassland", + "Great Lakes Dune", + "Northern Atlantic Coastal Plain Dune and Swale", + "Northern Atlantic Coastal Plain Heathland and Grassland", + "South Texas Dune and Coastal Grassland", + "South Texas Sand Sheet Grassland", + "Southwest Florida Dune and Coastal Grassland", + "North Pacific Coastal Cliff and Bluff", + "North Pacific Maritime Coastal Sand Dune and Strand", + "Northern California Coastal Scrub", + "Mediterranean California Coastal Bluff", + "Mediterranean California Northern Coastal Dune", + "Mediterranean California Southern Coastal Dune", + "Atlantic Coastal Plain Northern Sandy Beach", + "Atlantic Coastal Plain Sea Island Beach", + "Atlantic Coastal Plain Southern Beach", + "Florida Panhandle Beach Vegetation", + "Louisiana Beach", + "Northern Atlantic Coastal Plain Sandy Beach", + "Texas Coastal Bend Beach", + "Upper Texas Coast Beach", + "0", + "Mediterranean California Serpentine Fen", + "Mediterranean California Subalpine-Montane Fen", + "North Pacific Bog and Fen", + "Rocky Mountain Subalpine-Montane Fen", + "Atlantic Coastal Plain Peatland Pocosin", + "Southern and Central Appalachian Bog and Fen", + "Atlantic Coastal Plain Central Fresh-Oligohaline Tidal Marsh", + "Atlantic Coastal Plain Embayed Region Tidal Freshwater Marsh", + "Atlantic Coastal Plain Northern Fresh and Oligohaline Tidal Marsh", + "Florida Big Bend Fresh-Oligohaline Tidal Marsh", + "Atlantic Coastal Plain Depression Pondshore", + "Atlantic Coastal Plain Large Natural Lakeshore", + "Central Florida Herbaceous Pondshore", + "Central Florida Herbaceous Seep", + "East Gulf Coastal Plain Savanna and Wet Prairie", + "East Gulf Coastal Plain Depression Pondshore", + "Floridian Highlands Freshwater Marsh", + "Southern Coastal Plain Herbaceous Seepage Bog", + "Southern Coastal Plain Nonriverine Basin Swamp - Okefenokee Clethra Modifier", + "Southern Coastal Plain Nonriverine Basin Swamp - Okefenokee Nupea Modifier", + "Texas-Louisiana Coastal Prairie Slough", + "Central Interior and Appalachian Shrub-Herbaceous Wetland Systems", + "Great Lakes Coastal Marsh Systems", + "0", + "0", + "Laurentian-Acadian Shrub-Herbaceous Wetland Systems", + "0", + "Eastern Great Plains Wet Meadow, Prairie and Marsh", + "Great Lakes Wet-Mesic Lakeplain Prairie", + "Great Plains Prairie Pothole", + "Western Great Plains Closed Depression Wetland", + "Western Great Plains Depressional Wetland Systems", + "Western Great Plains Open Freshwater Depression Wetland", + "Cumberland Riverscour", + "Inter-Mountain Basins Interdunal Swale Wetland", + "North Pacific Avalanche Chute Shrubland", + "North Pacific Intertidal Freshwater Wetland", + "Temperate Pacific Freshwater Emergent Marsh", + "Temperate Pacific Freshwater Mudflat", + "Columbia Plateau Vernal Pool", + "Northern California Claypan Vernal Pool", + "Northern Rocky Mountain Wooded Vernal Pool", + "Columbia Plateau Silver Sagebrush Seasonally Flooded Shrub-Steppe", + "Rocky Mountain Alpine-Montane Wet Meadow", + "Rocky Mountain Subalpine-Montane Riparian Shrubland", + "Temperate Pacific Montane Wet Meadow", + "Willamette Valley Wet Prairie", + "Chihuahuan-Sonoran Desert Bottomland and Swale Grassland", + "North American Arid West Emergent Marsh", + "North American Warm Desert Riparian Mesquite Bosque", + "Western Great Plains Saline Depression Wetland", + "Acadian Salt Marsh and Estuary Systems", + "Atlantic Coastal Plain Central Salt and Brackish Tidal Marsh", + "Atlantic Coastal Plain Embayed Region Tidal Salt and Brackish Marsh", + "Atlantic Coastal Plain Indian River Lagoon Tidal Marsh", + "Atlantic Coastal Plain Northern Tidal Salt Marsh", + "Florida Big Bend Salt-Brackish Tidal Marsh", + "Gulf and Atlantic Coastal Plain Tidal Marsh Systems", + "Mississippi Sound Salt and Brackish Tidal Marsh", + "Texas Saline Coastal Prairie", + "Temperate Pacific Tidal Salt and Brackish Marsh", + "Inter-Mountain Basins Alkaline Closed Depression", + "Inter-Mountain Basins Greasewood Flat", + "Inter-Mountain Basins Playa", + "North American Warm Desert Playa", + "Apacherian-Chihuahuan Mesquite Upland Scrub", + "Apacherian-Chihuahuan Semi-Desert Grassland and Steppe", + "Chihuahuan Creosotebush, Mixed Desert and Thorn Scrub", + "Chihuahuan Gypsophilous Grassland and Steppe", + "Chihuahuan Loamy Plains Desert Grassland", + "Chihuahuan Mixed Desert and Thorn Scrub", + "Chihuahuan Sandy Plains Semi-Desert Grassland", + "Chihuahuan Stabilized Coppice Dune and Sand Flat Scrub", + "Chihuahuan Succulent Desert Scrub", + "Madrean Juniper Savanna", + "Mojave Mid-Elevation Mixed Desert Scrub", + "North American Warm Desert Active and Stabilized Dune", + "Sonora-Mojave Creosotebush-White Bursage Desert Scrub", + "Sonoran Mid-Elevation Desert Scrub", + "Sonoran Paloverde-Mixed Cacti Desert Scrub", + "Chihuahuan Mixed Salt Desert Scrub", + "Sonora-Mojave Mixed Salt Desert Scrub", + "North American Warm Desert Wash", + "South Texas Lomas", + "Tamaulipan Calcareous Thornscrub", + "Tamaulipan Clay Grassland", + "Tamaulipan Mesquite Upland Scrub", + "Tamaulipan Mixed Deciduous Thornscrub", + "Tamaulipan Savanna Grassland", + "Inter-Mountain Basins Mat Saltbush Shrubland", + "Inter-Mountain Basins Mixed Salt Desert Scrub", + "Inter-Mountain Basins Wash", + "Columbia Plateau Steppe and Grassland", + "Great Basin Xeric Mixed Sagebrush Shrubland", + "Inter-Mountain Basins Big Sagebrush Shrubland", + "Inter-Mountain Basins Big Sagebrush Steppe", + "Inter-Mountain Basins Montane Sagebrush Steppe", + "Colorado Plateau Mixed Low Sagebrush Shrubland", + "Columbia Plateau Low Sagebrush Steppe", + "Columbia Plateau Scabland Shrubland", + "Wyoming Basins Dwarf Sagebrush Shrubland and Steppe", + "Colorado Plateau Blackbrush-Mormon-tea Shrubland", + "Inter-Mountain Basins Semi-Desert Grassland", + "Inter-Mountain Basins Semi-Desert Shrub Steppe", + "Southern Colorado Plateau Sand Shrubland", + "Acadian-Appalachian Alpine Tundra", + "Rocky Mountain Alpine Dwarf-Shrubland", + "Rocky Mountain Alpine Fell-Field", + "Rocky Mountain Alpine Turf", + "Mediterranean California Alpine Dry Tundra", + "Mediterranean California Alpine Fell-Field", + "North Pacific Dry and Mesic Alpine Dwarf-Shrubland, Fell-field and Meadow", + "Rocky Mountain Alpine Tundra/Fell-field/Dwarf-shrub Map Unit", + "Temperate Pacific Intertidal Mudflat", + "Mediterranean California Eelgrass Bed", + "North Pacific Maritime Eelgrass Bed", + "South-Central Interior Large Floodplain - Herbaceous Modifier", + "East Gulf Coastal Plain Large River Floodplain Forest - Herbaceous Modifier", + "Temperate Pacific Freshwater Aquatic Bed", + "Central California Coast Ranges Cliff and Canyon", + "Mediterranean California Serpentine Barrens", + "Southern California Coast Ranges Cliff and Canyon", + "Central Interior Acidic Cliff and Talus", + "Central Interior Calcareous Cliff and Talus", + "East Gulf Coastal Plain Dry Chalk Bluff", + "North-Central Appalachian Acidic Cliff and Talus", + "North-Central Appalachian Circumneutral Cliff and Talus", + "Southern Appalachian Montane Cliff", + "Southern Interior Acid Cliff", + "Southern Interior Calcareous Cliff", + "Southern Piedmont Cliff", + "Southern Appalachian Granitic Dome", + "Southern Appalachian Rocky Summit", + "Southern Piedmont Granite Flatrock", + "Rocky Mountain Cliff, Canyon and Massive Bedrock", + "Klamath-Siskiyou Cliff and Outcrop", + "North Pacific Montane Massive Bedrock, Cliff and Talus", + "North Pacific Serpentine Barren", + "North Pacific Active Volcanic Rock and Cinder Land", + "Sierra Nevada Cliff and Canyon", + "Western Great Plains Badland", + "Southwestern Great Plains Canyon", + "Western Great Plains Cliff and Outcrop", + "North American Warm Desert Badland", + "North American Warm Desert Bedrock Cliff and Outcrop", + "North American Warm Desert Pavement", + "North American Warm Desert Volcanic Rockland", + "Colorado Plateau Mixed Bedrock Canyon and Tableland", + "Columbia Plateau Ash and Tuff Badland", + "Geysers and Hot Springs", + "Inter-Mountain Basins Active and Stabilized Dune", + "Inter-Mountain Basins Cliff and Canyon", + "Inter-Mountain Basins Shale Badland", + "Inter-Mountain Basins Volcanic Rock and Cinder Land", + "Rocky Mountain Alpine Bedrock and Scree", + "Mediterranean California Alpine Bedrock and Scree", + "North Pacific Alpine and Subalpine Bedrock and Scree", + "Unconsolidated Shore", + "Undifferentiated Barren Land", + "North American Alpine Ice Field", + "Orchards Vineyards and Other High Structure Agriculture", + "Cultivated Cropland", + "Pasture/Hay", + "Introduced Upland Vegetation - Annual Grassland", + "Introduced Upland Vegetation - Perennial Grassland and Forbland", + "Modified/Managed Southern Tall Grassland", + "Introduced Upland Vegetation - Shrub", + "Introduced Riparian and Wetland Vegetation", + "Introduced Upland Vegetation - Treed", + "0", + "Disturbed, Non-specific", + "Recently Logged Areas", + "Harvested Forest - Grass/Forb Regeneration", + "Harvested Forest-Shrub Regeneration", + "Harvested Forest - Northwestern Conifer Regeneration", + "Recently Burned", + "Recently burned grassland", + "Recently burned shrubland", + "Recently burned forest", + "Disturbed/Successional - Grass/Forb Regeneration", + "Disturbed/Successional - Shrub Regeneration", + "Disturbed/Successional - Recently Chained Pinyon-Juniper", + "Open Water (Aquaculture)", + "Open Water (Brackish/Salt)", + "Open Water (Fresh)", + "Quarries, Mines, Gravel Pits and Oil Wells", + "Developed, Open Space", + "Developed, Low Intensity", + "Developed, Medium Intensity", + "Developed, High Intensity" + ] + } + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/gap.png", + "type": "image/png", + "title": "USGS GAP", + "roles": [ + "data" + ] + }, + "geoparquet-items": { + "href": "abfs://items/gap.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": false + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + }, + "original-data-ak": { + "href": "https://ai4edataeuwest.blob.core.windows.net/usgs-gap/originals/gaplandcov_ak.zip", + "type": "application/zip", + "title": "Alaska source data", + "description": "Original source data for Alaska", + "roles": [ + "data" + ] + }, + "original-data-hi": { + "href": "https://ai4edataeuwest.blob.core.windows.net/usgs-gap/originals/gaplandcov_hi.zip", + "type": "application/zip", + "title": "Hawaii source data", + "description": "Original source data for Hawaii", + "roles": [ + "data" + ] + }, + "original-data-pr": { + "href": "https://ai4edataeuwest.blob.core.windows.net/usgs-gap/originals/pr_landcover.zip", + "type": "application/zip", + "title": "Puerto Rico source data", + "description": "Original source data for Puerto Rico", + "roles": [ + "data" + ] + }, + "original-data-conus": { + "href": "https://ai4edataeuwest.blob.core.windows.net/usgs-gap/originals/gap_landfire_nationalterrestrialecosystems2011.zip", + "type": "application/zip", + "title": "CONUS source data", + "description": "Original source data for the continental United States (CONUS)", + "roles": [ + "data" + ] + } + } +} \ No newline at end of file diff --git a/datasets/gbif/collection/template.json b/datasets/gbif/collection/template.json index 670e52d2f..824c0ce28 100644 --- a/datasets/gbif/collection/template.json +++ b/datasets/gbif/collection/template.json @@ -1,82 +1,26 @@ { - "id": "gbif", "type": "Collection", + "id": "gbif", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", "links": [ { "rel": "license", "href": "https://www.gbif.org/terms", "type": "text/html", "title": "GBIF Terms of Use" - } - ], - "title": "Global Biodiversity Information Facility (GBIF)", - "assets": { - "thumbnail": { - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/gbif.png", - "type": "image/png", - "title": "Forest Inventory and Analysis" - }, - "geoparquet-items": { - "href": "abfs://items/gbif.parquet", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "msft:partition_info": { - "is_partitioned": false - }, - "table:storage_options": { - "account_name": "pcstacitems" - } - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -90, - 180, - 90 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2021-04-13T00:00:00Z", - null - ] - ] - } - }, - "license": "proprietary", - "keywords": [ - "GBIF", - "Biodiversity", - "Species" - ], - "providers": [ - { - "url": "https://www.gbif.org/", - "name": "Global Biodiversity Information Facility", - "roles": [ - "producer", - "licensor", - "processor" - ] }, { - "url": "https://planetarycomputer.microsoft.com", - "name": "Microsoft", - "roles": [ - "host" - ] + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/gbif", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], - "description": "{{ collection.description }}", + "stac_extensions": [ + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], "item_assets": { "data": { "type": "application/x-parquet", @@ -89,7 +33,6 @@ } } }, - "stac_version": "1.0.0", "table:columns": [ { "name": "gbifid", @@ -343,11 +286,74 @@ } ], "msft:container": "gbif", - "stac_extensions": [ - "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", - "https://stac-extensions.github.io/table/v1.2.0/schema.json" - ], "msft:storage_account": "ai4edataeuwest", "msft:short_description": "Global biodiversity observation records, documenting over 1.6 billion species occurrences", - "msft:region": "westeurope" + "msft:region": "westeurope", + "title": "Global Biodiversity Information Facility (GBIF)", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2021-04-13T00:00:00Z", + null + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "GBIF", + "Biodiversity", + "Species" + ], + "providers": [ + { + "name": "Global Biodiversity Information Facility", + "roles": [ + "producer", + "licensor", + "processor" + ], + "url": "https://www.gbif.org/" + }, + { + "name": "Microsoft", + "roles": [ + "host" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/gbif.png", + "type": "image/png", + "title": "Forest Inventory and Analysis" + }, + "geoparquet-items": { + "href": "abfs://items/gbif.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": false + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } } \ No newline at end of file diff --git a/datasets/gnatsgo-rasters/collection/description.md b/datasets/gnatsgo-rasters/collection/description.md new file mode 100644 index 000000000..1ff376980 --- /dev/null +++ b/datasets/gnatsgo-rasters/collection/description.md @@ -0,0 +1,9 @@ +This collection contains the raster data for gNATSGO. In order to use the map unit values contained in the `mukey` raster asset, you'll need to join to tables represented as Items in the [gNATSGO Tables](https://planetarycomputer.microsoft.com/dataset/gnatsgo-tables) Collection. Many items have commonly used values encoded in additional raster assets. + +The gridded National Soil Survey Geographic Database (gNATSGO) is a USDA-NRCS Soil & Plant Science Division (SPSD) composite database that provides complete coverage of the best available soils information for all areas of the United States and Island Territories. It was created by combining data from the Soil Survey Geographic Database (SSURGO), State Soil Geographic Database (STATSGO2), and Raster Soil Survey Databases (RSS) into a single seamless ESRI file geodatabase. + +SSURGO is the SPSD flagship soils database that has over 100 years of field-validated detailed soil mapping data. SSURGO contains soils information for more than 90 percent of the United States and island territories, but unmapped land remains. STATSGO2 is a general soil map that has soils data for all of the United States and island territories, but the data is not as detailed as the SSURGO data. The Raster Soil Surveys (RSSs) are the next generation soil survey databases developed using advanced digital soil mapping methods. + +The gNATSGO database is composed primarily of SSURGO data, but STATSGO2 data was used to fill in the gaps. The RSSs are newer product with relatively limited spatial extent. These RSSs were merged into the gNATSGO after combining the SSURGO and STATSGO2 data. The extent of RSS is expected to increase in the coming years. + +See the [official documentation](https://www.nrcs.usda.gov/wps/portal/nrcs/detail/soils/survey/geo/?cid=nrcseprd1464625) \ No newline at end of file diff --git a/datasets/gnatsgo-rasters/collection/template.json b/datasets/gnatsgo-rasters/collection/template.json new file mode 100644 index 000000000..4a1820a9d --- /dev/null +++ b/datasets/gnatsgo-rasters/collection/template.json @@ -0,0 +1,637 @@ +{ + "type": "Collection", + "id": "gnatsgo-rasters", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "about", + "href": "https://www.nrcs.usda.gov/wps/PA_NRCSConsumption/download?cid=nrcs142p2_051847&ext=pdf", + "type": "application/pdf", + "title": "gSSURGO User Guide", + "description": "User guide for gSSURGO" + }, + { + "rel": "about", + "href": "https://www.nrcs.usda.gov/wps/PA_NRCSConsumption/download?cid=nrcseprd1464658&ext=pdf", + "type": "application/pdf", + "title": "gNATSGO Overview Slides", + "description": "Slides giving a high level overview of the gNATSGO dataset" + }, + { + "rel": "license", + "href": "https://creativecommons.org/publicdomain/zero/1.0/", + "title": "CC0 1.0 Universal Public Domain Dedication" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/gnatsgo-rasters", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], + "item_assets": { + "mukey": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "mukey", + "description": "Map unit key is the unique identifier of a record in the Mapunit table. Use this column to join the Component table to the Map Unit table and the Valu1 table to the MapUnitRaster_10m raster map layer to map valu1 themes." + }, + "aws0_5": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "aws0_5", + "description": "Available water storage estimate (AWS) in a standard zone 1 (0-5 cm depth), expressed in mm. The volume of plant available water that the soil can store in this layer based on all map unit components (weighted average). NULL values are presented where data are incomplete or not available." + }, + "soc0_5": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "soc0_5", + "description": "Soil organic carbon stock estimate (SOC) in standard layer 1 or standard zone 1 (0-5 cm depth). The concentration of organic carbon present in the soil expressed in grams C per square meter to a depth of 5 cm. NULL values are presented where data are incomplete or not available." + }, + "tk0_5a": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "tk0_5a", + "description": "Thickness of soil components used in standard layer 1 or standard zone 1 (0-5 cm) expressed in cm (weighted average) for the available water storage calculation. NULL values are presented where data are incomplete or not available." + }, + "tk0_5s": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "tk0_5s", + "description": "Thickness of soil components used in standard layer 1 or standard zone 1 (0-5 cm) expressed in cm (weighted average) for the Soil Organic Carbon calculation. NULL values are presented where data are incomplete or not available." + }, + "aws0_20": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "aws0_20", + "description": "Available water storage estimate (AWS) in standard zone 2 (0-20 cm depth), expressed in mm. The volume of plant available water that the soil can store in this zone based on all map unit components (weighted average). NULL values are presented where data are incomplete or not available." + }, + "aws0_30": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "aws0_30", + "description": "Available water storage estimate (AWS) in standard zone 3 (0-30 cm depth), expressed in mm. The volume of plant available water that the soil can store in this zone based on all map unit components (weighted average). NULL values are presented where data are incomplete or not available." + }, + "aws5_20": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "aws5_20", + "description": "Available water storage estimate (AWS) in standard layer 2 (5-20 cm depth), expressed in mm. The volume of plant available water that the soil can store in this layer based on all map unit components (weighted average). NULL values are presented where data are incomplete or not available." + }, + "soc0_20": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "soc0_20", + "description": "Soil organic carbon stock estimate (SOC) in standard zone 2 (0-20 cm depth). The concentration of organic carbon present in the soil expressed in grams C per square meter to a depth of 20 cm. NULL values are presented where data are incomplete or not available." + }, + "soc0_30": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "soc0_30", + "description": "Soil organic carbon stock estimate (SOC) in standard zone 3 (0-30 cm depth). The concentration of organic carbon present in the soil expressed in grams C per square meter to a depth of 30 cm. NULL values are presented where data are incomplete or not available." + }, + "soc5_20": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "soc5_20", + "description": "Soil organic carbon stock estimate (SOC) in standard layer 2 (5-20 cm depth). The concentration of organic carbon present in the soil expressed in grams C per square meter for the 5-20 cm layer. NULL values are presented where data are incomplete or not available." + }, + "tk0_20a": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "tk0_20a", + "description": "Thickness of soil components used in standard zone 2 (0-20 cm) expressed in cm (weighted average) for the available water storage calculation. NULL values are presented where data are incomplete or not available." + }, + "tk0_20s": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "tk0_20s", + "description": "Thickness of soil components used in standard zone 2 (0-20 cm) expressed in cm (weighted average) for the Soil Organic Carbon calculation. NULL values are presented where data are incomplete or not available." + }, + "tk0_30a": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "tk0_30a", + "description": "Thickness of soil components used in standard zone 3 (0-30 cm) expressed in cm (weighted average) for the available water storage calculation. NULL values are presented where data are incomplete or not available." + }, + "tk0_30s": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "tk0_30s", + "description": "Thickness of soil components used in standard zone 3 (0-30 cm) expressed in cm (weighted average) for the Soil Organic Carbon calculation. NULL values are presented where data are incomplete or not available." + }, + "tk5_20a": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "tk5_20a", + "description": "Thickness of soil components used in standard layer 2 (5-20 cm) expressed in cm (weighted average) for the available water storage calculation. NULL values are presented where data are incomplete or not available." + }, + "tk5_20s": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "tk5_20s", + "description": "Thickness of soil components used in standard layer 2 (5-20 cm) expressed in cm (weighted average) for the Soil Organic Carbon calculation. NULL values are presented where data are incomplete or not available." + }, + "aws0_100": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "aws0_100", + "description": "Available water storage estimate (AWS) in standard zone 4 (0-100 cm depth), expressed in mm. The volume of plant available water that the soil can store in this zone based on all map unit components (weighted average). NULL values are presented where data are incomplete or not available." + }, + "aws0_150": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "aws0_150", + "description": "Available water storage estimate (AWS) in standard zone 5 (0-150 cm depth), expressed in mm. The volume of plant available water that the soil can store in this zone based on all map unit components (weighted average). NULL values are presented where data are incomplete or not available." + }, + "aws0_999": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "aws0_999", + "description": "Available water storage estimate (AWS) in total soil profile (0 cm to the reported depth of the soil profile), expressed in mm. The volume of plant available water that the soil can store in this layer based on all map unit components (weighted average). NULL values are presented where data are incomplete or not available." + }, + "aws20_50": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "aws20_50", + "description": "Available water storage estimate (AWS) in standard layer 3 (20-50 cm depth), expressed in mm. The volume of plant available water that the soil can store in this layer based on all map unit components (weighted average). NULL values are presented where data are incomplete or not available." + }, + "droughty": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "droughty", + "description": "zone for commodity crops that is less than or equal to 6 inches (152 mm) expressed as \"1\" for a drought vulnerable soil landscape map unit or \"0\" for a non-droughty soil landscape map unit or NULL for miscellaneous areas (includes water bodies) or where data were not available. It is computed as a weighted average for major earthy components. Earthy components are those soil series or higher level taxa components that can support crop growth (Dobos et al., 2012). Major components are those soil components where the majorcompflag = 'Yes'" + }, + "nccpi3sg": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "nccpi3sg", + "description": "National Commodity Crop Productivity Index for Small Grains (weighted average) for major earthy components. Values range from .01 (low productivity) to .99 (high productivity). Earthy components are those soil series or higher level taxa components that can support crop growth (Dobos et al., 2012). Major components are those soil components where the majorcompflag = 'Yes' (SSURGO component table). NULL values are presented where data are incomplete or not available." + }, + "soc0_100": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "soc0_100", + "description": "Soil organic carbon stock estimate (SOC) in standard zone 4 (0-100 cm depth). The concentration of organic carbon present in the soil expressed in grams C per square meter to a depth of 100 cm. NULL values are presented where data are incomplete or not available." + }, + "soc0_150": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "soc0_150", + "description": "Soil organic carbon stock estimate (SOC) in standard zone 5 (0-150 cm depth). The concentration of organic carbon present in the soil expressed in grams C per square meter to a depth of 150 cm. NULL values are presented where data are incomplete or not available." + }, + "soc0_999": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "soc0_999", + "description": "Soil organic carbon stock estimate (SOC) in total soil profile (0 cm to the reported depth of the soil profile). The concentration of organic carbon present in the soil expressed in grams C per square meter for the total reported soil profile depth. NULL values are presented where data are incomplete or not available." + }, + "soc20_50": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "soc20_50", + "description": "Soil organic carbon stock estimate (SOC) in standard layer 3 (20-50 cm depth). The concentration of organic carbon present in the soil expressed in grams C per square meter for the 20-50 cm layer. NULL values are presented where data are incomplete or not available." + }, + "tk0_100a": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "tk0_100a", + "description": "Thickness of soil components used in standard zone 4 (0-100 cm) expressed in cm (weighted average) for the available water storage calculation. NULL values are presented where data are incomplete or not available." + }, + "tk0_100s": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "tk0_100s", + "description": "Thickness of soil components used in standard zone 4 (0-100 cm) expressed in cm (weighted average) for the Soil Organic Carbon calculation. NULL values are presented where data are incomplete or not available." + }, + "tk0_150a": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "tk0_150a", + "description": "Thickness of soil components used in standard zone 5 (0-150 cm) expressed in cm (weighted average) for the available water storage calculation. NULL values are presented where data are incomplete or not available." + }, + "tk0_150s": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "tk0_150s", + "description": "Thickness of soil components used in standard zone 5 (0-150 cm) expressed in cm (weighted average) for the Soil Organic Carbon calculation. NULL values are presented where data are incomplete or not available." + }, + "tk0_999a": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "tk0_999a", + "description": "Thickness of soil components used in total soil profile (0 cm to the reported depth of the soil profile) expressed in cm (weighted average) for the available water storage calculation. NULL values are presented where data are incomplete or not available." + }, + "tk0_999s": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "tk0_999s", + "description": "Thickness of soil components used in total soil profile (0 cm to the reported depth of the soil profile) expressed in cm (weighted average) for the Soil Organic Carbon calculation. NULL values are presented where data are incomplete or not available." + }, + "tk20_50a": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "tk20_50a", + "description": "Thickness of soil components used in standard layer 3 (20-50 cm) expressed in cm (weighted average) for the available water storage calculation. NULL values are presented where data are incomplete or not available." + }, + "tk20_50s": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "tk20_50s", + "description": "Thickness of soil components used in standard layer 3 (20-50 cm) expressed in cm (weighted average) for the Soil Organic Carbon calculation. NULL values are presented where data are incomplete or not available." + }, + "aws50_100": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "aws50_100", + "description": "Available water storage estimate (AWS) in standard layer 3 (50-100 cm depth), expressed in mm. The volume of plant available water that the soil can store in this layer based on all map unit components (weighted average). NULL values are presented where data are incomplete or not available." + }, + "musumcpct": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "musumcpct", + "description": "The sum of the comppct_r (SSURGO component table) values for all listed components in the map unit. Useful metadata information. NULL values are presented where data are incomplete or not available." + }, + "nccpi3all": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "nccpi3all", + "description": "National Commodity Crop Productivity Index that has the highest value among Corn and Soybeans, Small Grains, or Cotton (weighted average) for major earthy components. Values range from .01 (low productivity) to .99 (high productivity). Earthy components are those soil series or higher level taxa components that can support crop growth (Dobos et al., 2012). Major components are those soil components where the majorcompflag = 'Yes' (SSURGO component table). NULL values are presented where data are incomplete or not available." + }, + "nccpi3cot": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "nccpi3cot", + "description": "National Commodity Crop Productivity Index for Cotton (weighted average) for major earthy components. Values range from .01 (low productivity) to .99 (high productivity). Earthy components are those soil series or higher level taxa components that can support crop growth (Dobos et al., 2012). Major components are those soil components where the majorcompflag = 'Yes' (SSURGO component table). NULL values are presented where data are incomplete or not available." + }, + "nccpi3soy": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "nccpi3soy", + "description": "National Commodity Crop Productivity Index for Soybeans (weighted average) for major earthy components. Values range from .01 (low productivity) to .99 (high productivity). Earthy components are those soil series or higher level taxa components that can support crop growth (Dobos et al., 2012). Major components are those soil components where the majorcompflag = 'Yes' (SSURGO component table). NULL values are presented where data are incomplete or not available." + }, + "pwsl1pomu": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "pwsl1pomu", + "description": "Potential Wetland Soil Landscapes (PWSL) is expressed as the percentage of the map unit that meets the PWSL criteria. The hydric rating (soil component variable \u201chydricrating\u201d) is an indicator of wet soils. For version 1 (pwsl1), those soil components that meet the following criteria are tagged as PWSL and their comppct_r values are summed for each map unit. Soil components with hydricrating = 'YES' are considered PWSL. Soil components with hydricrating = \u201cNO\u201d are not PWSL. Soil components with hydricrating = 'UNRANKED' are tested using other attributes, and will be considered PWSL if any of the following conditions are met: drainagecl = 'Poorly drained' or 'Very poorly drained' or the localphase or the otherph data fields contain any of the phrases \"drained\" or \"undrained\" or \"channeled\" or \"protected\" or \"ponded\" or \"flooded\". If these criteria do not determine the PWSL for a component and hydricrating = 'UNRANKED', then the map unit will be classified as PWSL if the map unit name contains any of the phrases \"drained\" or \"undrained\" or \"channeled\" or \"protected\" or \"ponded\" or \"flooded\". For version 1 (pwsl1), waterbodies are identified as \"999\" when map unit names match a list of terms that identify water or intermittent water or map units have a sum of the comppct_r for \"Water\" that is 80% or greater. NULL values are presented where data are incomplete or not available." + }, + "rootznaws": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "rootznaws", + "description": "Root zone (commodity crop) available water storage estimate (RZAWS) , expressed in mm, is the volume of plant available water that the soil can store within the root zone based on all map unit earthy major components (weighted average). Earthy components are those soil series or higher level taxa components that can support crop growth (Dobos et al., 2012). Major components are those soil components where the majorcompflag = 'Yes' (SSURGO component table). NULL values are presented where data are incomplete or not available." + }, + "rootznemc": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "rootznemc", + "description": "Root zone depth is the depth within the soil profile that commodity crop (cc) roots can effectively extract water and nutrients for growth. Root zone depth influences soil productivity significantly. Soil component horizon criteria for root-limiting depth include: presence of hard bedrock, soft bedrock, a fragipan, a duripan, sulfuric material, a dense layer, a layer having a pH of less than 3.5, or a layer having an electrical conductivity of more than 12 within the component soil profile. If no root-restricting zone is identified, a depth of 150 cm is used to approximate the root zone depth (Dobos et al., 2012). Root zone depth is computed for all map unit major earthy components (weighted average). Earthy components are those soil series or higher level taxa components that can support crop growth (Dobos et al., 2012). Major components are those soil components where the majorcompflag = 'Yes' (SSURGO component table). NULL values are presented where data are incomplete or not available." + }, + "soc50_100": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "soc50_100", + "description": "Soil organic carbon stock estimate (SOC) in standard layer 4 (50-100 cm depth). The concentration of organic carbon present in the soil expressed in grams C per square meter for the 50-100 cm layer. NULL values are presented where data are incomplete or not available." + }, + "tk50_100a": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "tk50_100a", + "description": "Thickness of soil components used in standard layer 4 (50-100 cm) expressed in cm (weighted average) for the available water storage calculation. NULL values are presented where data are incomplete or not available." + }, + "tk50_100s": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "tk50_100s", + "description": "Thickness of soil components used in standard layer 4 (50-100 cm) expressed in cm (weighted average) for the Soil Organic Carbon calculation. NULL values are presented where data are incomplete or not available." + }, + "aws100_150": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "aws100_150", + "description": "Available water storage estimate (AWS) in standard layer 5 (100-150 cm depth), expressed in mm. The volume of plant available water that the soil can store in this layer based on all map unit components (weighted average). NULL values are presented where data are incomplete or not available." + }, + "aws150_999": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "aws150_999", + "description": "Available water storage estimate (AWS) in standard layer 6 (150 cm to the reported depth of the soil profile), expressed in mm. The volume of plant available water that the soil can store in this layer based on all map unit components (weighted average). NULL values are presented where data are incomplete or not available." + }, + "musumcpcta": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "musumcpcta", + "description": "The sum of the comppct_r (SSURGO component table) values used in the available water storage calculation for the map unit. Useful metadata information. NULL values are presented where data are incomplete or not available." + }, + "musumcpcts": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "musumcpcts", + "description": "The sum of the comppct_r (SSURGO component table) values used in the soil organic carbon calculation for the map unit. Useful metadata information. NULL values are presented where data are incomplete or not available." + }, + "nccpi3corn": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "nccpi3corn", + "description": "National Commodity Crop Productivity Index for Corn (weighted average) for major earthy components. Values range from .01 (low productivity) to .99 (high productivity). Earthy components are those soil series or higher level taxa components that can support crop growth (Dobos et al., 2012). Major components are those soil components where the majorcompflag = 'Yes' (SSURGO component table). NULL values are presented where data are incomplete or not available." + }, + "pctearthmc": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "pctearthmc", + "description": "The National Commodity Crop Productivity Index map unit percent earthy is the map unit summed comppct_r for major earthy components. Earthy components are those soil series or higher level taxa components that can support crop growth (Dobos et al., 2012). Major components are those soil components where the majorcompflag = 'Yes' (SSURGO component table). Useful metadata information. NULL values are presented where data are incomplete or not available." + }, + "soc100_150": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "soc100_150", + "description": "Soil organic carbon stock estimate (SOC) in standard layer 5 (100-150 cm depth). The concentration of organic carbon present in the soil expressed in grams C per square meter for the 100-150 cm layer. NULL values are presented where data are incomplete or not available." + }, + "soc150_999": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "soc150_999", + "description": "Soil organic carbon stock estimate (SOC) in standard layer 6 (150 cm to the reported depth of the soil profile). The concentration of organic carbon present in the soil expressed in grams C per square meter for the 150 cm and greater depth layer. NULL values are presented where data are incomplete or not available." + }, + "tk100_150a": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "tk100_150a", + "description": "Thickness of soil components used in standard layer 5 (100-150 cm) expressed in cm (weighted average) for the available water storage calculation. NULL values are presented where data are incomplete or not available." + }, + "tk100_150s": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "tk100_150s", + "description": "Thickness of soil components used in standard layer 5 (100-150 cm) expressed in cm (weighted average) for the Soil Organic Carbon calculation. NULL values are presented where data are incomplete or not available." + }, + "tk150_999a": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "tk150_999a", + "description": "Thickness of soil components used in standard layer 6 (150 cm to the reported depth of the soil profile) expressed in cm (weighted average) for the available water storage calculation. NULL values are presented where data are incomplete or not available." + }, + "tk150_999s": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "tk150_999s", + "description": "Thickness of soil components used in standard layer 6 (150 cm to the reported depth of the soil profile) expressed in cm (weighted average) for the Soil Organic Carbon calculation. NULL values are presented where data are incomplete or not available." + } + }, + "msft:group_id": "gnatsgo", + "msft:container": "gnatsgo-stac", + "msft:storage_account": "soils", + "msft:short_description": "Raster data for the gridded National Soil Survey Geographic Database (gNATSGO), a USDA-NRCS Soil & Plant Science Division (SPSD) composite database that provides complete coverage of the best available soils information for all areas of the United States and Island Territories.", + "msft:region": "westeurope", + "title": "gNATSGO Soil Database - Rasters", + "extent": { + "spatial": { + "bbox": [ + [ + -170.8513, + -14.3799, + -169.4152, + -14.1432 + ], + [ + 138.0315, + 5.116, + 163.1902, + 10.2773 + ], + [ + 144.6126, + 13.2327, + 144.9658, + 13.6572 + ], + [ + -159.7909, + 18.8994, + -154.7815, + 22.2464 + ], + [ + 170.969, + 6.0723, + 171.9169, + 8.71933 + ], + [ + 145.0127, + 14.1086, + 145.9242, + 18.8172 + ], + [ + 130.8048, + 2.9268, + 134.9834, + 8.0947 + ], + [ + 157.3678, + 49.0546, + -117.2864, + 71.4567 + ], + [ + -67.9506, + 17.014, + -64.3973, + 19.3206 + ], + [ + -127.8881, + 22.8782, + -65.2748, + 51.6039 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2020-07-01T00:00:00Z", + "2020-07-01T00:00:00Z" + ] + ] + } + }, + "license": "CC0-1.0", + "keywords": [ + "Soils", + "NATSGO", + "SSURGO", + "STATSGO2", + "RSS", + "USDA", + "United States" + ], + "providers": [ + { + "name": "United States Department of Agriculture, Natural Resources Conservation Service", + "roles": [ + "licensor", + "producer", + "processor", + "host" + ], + "url": "https://www.nrcs.usda.gov/" + }, + { + "name": "Microsoft", + "roles": [ + "processor", + "host" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/gnatsgo-rasters.png", + "type": "image/png", + "title": "gNATSGO", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/gnatsgo-rasters.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": false + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } +} \ No newline at end of file diff --git a/datasets/gnatsgo-tables/collection/description.md b/datasets/gnatsgo-tables/collection/description.md new file mode 100644 index 000000000..563120f50 --- /dev/null +++ b/datasets/gnatsgo-tables/collection/description.md @@ -0,0 +1,9 @@ +This collection contains the table data for gNATSGO. This table data can be used to determine the values of raster data cells for Items in the [gNATSGO Rasters](https://planetarycomputer.microsoft.com/dataset/gnatsgo-rasters) Collection. + +The gridded National Soil Survey Geographic Database (gNATSGO) is a USDA-NRCS Soil & Plant Science Division (SPSD) composite database that provides complete coverage of the best available soils information for all areas of the United States and Island Territories. It was created by combining data from the Soil Survey Geographic Database (SSURGO), State Soil Geographic Database (STATSGO2), and Raster Soil Survey Databases (RSS) into a single seamless ESRI file geodatabase. + +SSURGO is the SPSD flagship soils database that has over 100 years of field-validated detailed soil mapping data. SSURGO contains soils information for more than 90 percent of the United States and island territories, but unmapped land remains. STATSGO2 is a general soil map that has soils data for all of the United States and island territories, but the data is not as detailed as the SSURGO data. The Raster Soil Surveys (RSSs) are the next generation soil survey databases developed using advanced digital soil mapping methods. + +The gNATSGO database is composed primarily of SSURGO data, but STATSGO2 data was used to fill in the gaps. The RSSs are newer product with relatively limited spatial extent. These RSSs were merged into the gNATSGO after combining the SSURGO and STATSGO2 data. The extent of RSS is expected to increase in the coming years. + +See the [official documentation](https://www.nrcs.usda.gov/wps/portal/nrcs/detail/soils/survey/geo/?cid=nrcseprd1464625) \ No newline at end of file diff --git a/datasets/gnatsgo-tables/collection/template.json b/datasets/gnatsgo-tables/collection/template.json new file mode 100644 index 000000000..3a8bd1c78 --- /dev/null +++ b/datasets/gnatsgo-tables/collection/template.json @@ -0,0 +1,408 @@ +{ + "type": "Collection", + "id": "gnatsgo-tables", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "about", + "href": "https://www.nrcs.usda.gov/wps/PA_NRCSConsumption/download?cid=nrcs142p2_051847&ext=pdf", + "type": "application/pdf", + "title": "gSSURGO User Guide", + "description": "User guide for gSSURGO" + }, + { + "rel": "about", + "href": "https://www.nrcs.usda.gov/wps/PA_NRCSConsumption/download?cid=nrcseprd1464658&ext=pdf", + "type": "application/pdf", + "title": "gNATSGO Overview Slides", + "description": "Slides giving a high level overview of the gNATSGO dataset" + }, + { + "rel": "license", + "href": "https://creativecommons.org/publicdomain/zero/1.0/", + "title": "CC0 1.0 Universal Public Domain Dedication" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/gnatsgo-tables", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], + "item_assets": { + "data": { + "type": "application/x-parquet", + "roles": [ + "data" + ], + "table:storage_options": { + "account_name": "soils" + } + } + }, + "table:tables": [ + { + "name": "chaashto", + "description": "The Horizon AASHTO table contains the American Association of State Highway Transportation Officials classification(s) for the referenced horizon. One row in this table is marked as the representative AASHTO classification for the horizon." + }, + { + "name": "chconsistence", + "description": "The Horizon Consistence table contains descriptive terms of soil consistence -- rupture resistance, plasticity, and stickiness -- for the referenced horizon. One row in this table is marked as having the representative characteristics for the horizon." + }, + { + "name": "chdesgnsuffix", + "description": "The Horizon Designation Suffix table contains the designation suffix(es), one per row, for the referenced horizon. For example, the \"h\" and \"s\" of a Bhs horizon appear as two rows in this table." + }, + { + "name": "chfrags", + "description": "The Horizon Fragments table lists the mineral and organic fragments that generally occur in the referenced horizon. If the Volume % is greater than zero (low=5, RV=10, high=15) in a row, the kind and size of fragment in that row exists everywhere this horizon and component occur in the map unit. If the Volume % includes zero (low=0, RV=5, high=10), the kind and size of fragment may exist in some places, but not in others." + }, + { + "name": "chorizon", + "description": "The Horizon table lists the horizon(s) and related data for the referenced map unit component. If the horizon thickness is greater than zero (low=5, RV=8, high=12), the horizon exists everywhere this component occurs. If the horizon thickness includes zero (low=0, RV=1, high=3), the horizon may exist in some places, but not in other places.\r\nHorizons that have two distinct parts, such as E/B or E&Bt horizons, are recorded twice. Once for the characteristics of the first part; and again on another row, using the same depths and thicknesses, for the characteristics of the other part." + }, + { + "name": "chpores", + "description": "The Horizon Pores table lists the voids for the referenced horizon. If the Quantity is greater than zero (low=2, RV=5, high=10) in a row, the voids in that row exist everywhere the horizon and component occur in the map unit. If the Quantity includes zero (low=0, RV=2, high=5), the voids may exist in some places, but not in others. More than one row can be marked as an RV row because a horizon may have more than one size or shape of void." + }, + { + "name": "chstruct", + "description": "The Horizon Structure table lists the individual soil structure size, grade, and shape terms for the referenced horizon. Terms in this table are assembled into a structure group string which is recorded in the Horizon Structure Group table." + }, + { + "name": "chstructgrp", + "description": "The Horizon Structure Group table lists the ranges of soil structure for the referenced horizon. The row with the typically occurring structure is marked as being representative. The entry in this table is based on grouping of entries in the Horizon Structure table." + }, + { + "name": "chtext", + "description": "The Horizon Text table contains notes and narrative descriptions related to the referenced horizon. Some notes may provide additional information about the horizon for which there is no explicit column for such data. In many cases, the table is empty for a particular horizon." + }, + { + "name": "chtexture", + "description": "The Horizon Texture table lists the individual texture(s), or term(s) used in lieu of texture, for the referenced horizon. Only the unmodified texture terms are listed in the Horizon Texture table; modifiers are listed in the Horizon Texture Modifier table. For example, a gravelly loamy sand is shown as \"GR-LS\" in the Horizon Texture Group table, \"ls\" in the Horizon Texture table, and \"gr\" in the Horizon Texture Modifier table." + }, + { + "name": "chtexturegrp", + "description": "The Horizon Texture Group table lists the range of textures for the referenced horizon as a concatenation of horizon texture and texture modifier(s). For example, a horizon that is gravelly loamy sand in some places and gravelly loamy coarse sand in other places is shown as GR-LS on one row and GR-LCOS on another row in this table. The row with the typically occurring texture is identified as the RV row. Stratified textures are shown in one row. For example, a horizon that is stratified gravelly loamy fine sand and cobbly coarse sand is shown as SR- GR-LFS CB-COS on one row and the Stratified? column for that row is marked \"yes\". If two or more textures always occur together but are not stratified, all of the textures are listed on one row and the Stratified? column for that row is marked \"no\"." + }, + { + "name": "chtexturemod", + "description": "The Horizon Texture Modifier table lists the texture modifier(s) for the referenced texture. For example, a gravelly loamy sand is shown as \"GR-LS\" in the Horizon Texture Group table, \"ls\" in the Horizon Texture table, and \"gr\" in this table." + }, + { + "name": "chunified", + "description": "The Horizon Unified table contains the Unified Soil Classification(s) for the referenced horizon. One row in the Horizon Unified table is marked as the representative Unified classification for the horizon." + }, + { + "name": "cocanopycover", + "description": "The Component Canopy Cover table lists the overstory plants that typically occur on the referenced map unit component." + }, + { + "name": "cocropyld", + "description": "The Component Crop Yield table lists commonly grown crops and their expected range in yields when grown on the referenced map unit component. Yields for the map unit as a whole are given in the Mapunit Crop Yield table." + }, + { + "name": "codiagfeatures", + "description": "The Component Diagnostic Features table lists the typical soil features, such as ochric epipedon or cambic horizon, for the referenced map unit component." + }, + { + "name": "coecoclass", + "description": "The Component Ecological Classification table identifies the ecological sites typically associated with the referenced map unit component. These may include the official NRCS forestland and rangland ecological sites, as well as those of other classification systems, such as the USFS Habitat Types." + }, + { + "name": "coeplants", + "description": "The Component Existing Plants table lists the plants, either rangeland or forestland plants, that typically occur on the referenced map unit component." + }, + { + "name": "coerosionacc", + "description": "The Component Erosion Accelerated table lists the kinds of accelerated erosion that occur on the referenced map unit component. One row in this table is marked as the representative kind of accelerated erosion for that component." + }, + { + "name": "coforprod", + "description": "The Component Forest Productivity table lists the site index and the annual productivity in cubic feet per acre per year (CAMI) of forest overstory tree species that typically occur on the referenced map unit component." + }, + { + "name": "coforprodo", + "description": "The Component Forest Productivity - Other table lists the site index and annual productivity of forest overstory tree species in units other than cubic feet per acre per year for trees that typically occur on the referenced map unit component." + }, + { + "name": "cogeomordesc", + "description": "The Component Geomorphic Description table lists the geomorphic features on which the referenced map unit component typically occurs." + }, + { + "name": "cohydriccriteria", + "description": "The Component Hydric Criteria table lists the hydric soil criteria met for those referenced map unit components that are classified as a \"hydric soil.\"" + }, + { + "name": "cointerp", + "description": "The Component Interpretation table lists the predictions of behavior and limiting features for specified uses made for the referenced map unit component." + }, + { + "name": "comonth", + "description": "The Component Month table lists the monthly flooding and ponding characteristics for the referenced map unit component. This table has one row for each month of the year." + }, + { + "name": "component", + "description": "The Component table lists the map unit components identified in the referenced map unit, and selected properties of each component. If the Component % is greater than zero (low=65, RV=75, high=90) for a component, that component exists in every delineation of that mapunit. If the Component % includes zero (low=0, RV=50, high=90), the component may exist in some delineations, but not in others." + }, + { + "name": "copm", + "description": "The Component Parent Material table lists the individual parent material(s) for the referenced map unit component. In some cases where soils developed in multiple materials in a vertical sequence, that sequence will be noted. In other cases multiple entries with no vertical sequence noted indicates the soil may have formed in one of the materials listed." + }, + { + "name": "copmgrp", + "description": "The Component Parent Material Group table lists the concatenated string of parent material(s) in which the referenced map unit component formed based on entries in the Component Parent Material table. For example, a component formed in one parent material, such as loess, or one vertical sequence of parent materials, such as loamy glacial drift over silty residuum weathered from shale, has one row in this table. A component formed in one parent material in some locations, but another parent material (or sequence of parent materials) in other locations has two rows in this table, one for each parent material (or sequence of parent materials). One row is identified as the representative parent material." + }, + { + "name": "copwindbreak", + "description": "The Component Potential Windbreak table lists the windbreak plant species commonly recommended for the referenced map unit component. A windbreak plant listed in this table may be used alone or in combination with other plants." + }, + { + "name": "corestrictions", + "description": "The Component Restrictions table lists the root restrictive feature(s) or layer(s) for the referenced map unit component. If the thickness of the restrictive layer is greater than zero (low=5, RV=8, high=10), the restrictive layer exists in all delineations of the map unit where the component occurs. If the thickness of the restrictive layer includes zero (low=0, RV=2, high=5), the restrictive layer may exist in some delineations, but not in others. This table will be empty if the component does not have restrictive features, but could have several rows if several restrictive features occur in the soil." + }, + { + "name": "cosoilmoist", + "description": "The Component Soil Moisture table describes the typical soil moisture profile for the referenced map unit component during the month referenced in the Component Month table. The soil moisture profiles for each month, taken as a group of twelve months, describe the representative situation for the component throughout the year." + }, + { + "name": "cosoiltemp", + "description": "The Component Soil Temperature table describes the typical soil temperature profile for the referenced map unit component during the month referenced in the Component Month table. The soil temperature profiles for each month, taken as a group of twelve months, describe the representative situation for the component throughout the year." + }, + { + "name": "cosurffrags", + "description": "The Component Surface Fragments table lists the organic or mineral fragments that generally occur on the surface of the referenced map unit component. If the cover percent is greater than zero (low=0.1, RV=1, high=3) for a row in this table, the fragment is in every delineation of the map unit where the referenced component occurs. If the Cover % includes zero (low=0, RV=0.01, high=1) for a row in this table, the fragment may exist in some delineations and not in others." + }, + { + "name": "cosurfmorphgc", + "description": "The Component Three Dimensional Surface Morphometry table lists the typical geomorphic position (s) of the referenced map unit component, in three dimension terms. The geomorphic position(s) listed in this table apply to the geomorphic feature referenced in the Component Geomorphic Description table." + }, + { + "name": "cosurfmorphhpp", + "description": "The Component Two Dimensional Surface Morphometry table lists the geomorphic position(s) of the referenced map unit component, in two dimensional hillslope profile terms. The geomorphic position(s) listed in this table apply to the geomorphic feature referenced in the Component Geomorphic Description table." + }, + { + "name": "cosurfmorphmr", + "description": "The Component Microrelief Surface Morphometry table lists microrelief features associated with the referenced geomorphic (microfeature) feature shown in the Component Geomorphic Description table." + }, + { + "name": "cosurfmorphss", + "description": "The Component Slope Shape Surface Morphometry table lists the geomorphic shape(s) of the referenced map unit component, in slope shape terms. The slope shape terms listed in this table apply to the referenced geomorphic feature shown in the Component Geomorphic Description table." + }, + { + "name": "cotaxfmmin", + "description": "The Component Taxonomic Family Mineralogy table lists the mineralogy characteristics, as defined in Soil Taxonomy, that apply to the referenced map unit component." + }, + { + "name": "cotaxmoistcl", + "description": "The Component Taxonomic Moisture Class table provides clear identification of the intended taxonomic moisture class, as defined in Soil Taxonomy, that apply to the referenced map unit component, even though moisture class is implied at a higher taxonomic level. The class or classes listed in this table describe the representative situation for the component." + }, + { + "name": "cotext", + "description": "The Component Text table contains notes and narrative descriptions for the referenced map unit component. In many cases, the table will be empty for a particular component." + }, + { + "name": "cotreestomng", + "description": "The Component Trees To Manage table lists the trees commonly recommended for managing on the referenced map unit component." + }, + { + "name": "cotxfmother", + "description": "The Component Taxonomic Family Other Criteria table lists the other taxonomic characteristics, such as classes of coatings or permanent cracks, as defined in Soil Taxonomy, that apply to the referenced map unit component. The characteristics listed in this table describe the representative situation for the component." + }, + { + "name": "distinterpmd", + "description": "The Distribution Interp Metadata table records the set of NASIS fuzzy logic interpretations which were generated for the map unit components included in a set of distribution data." + }, + { + "name": "distlegendmd", + "description": "The Distribution Legend Metadata table records information about the legends or soil survey areas selected for inclusion in a set of distributed data. The presence of a legend in this table does not imply that all of the available data for that legend was included in the set of data that was distributed. Only certain map units and components for that legend may have been selected. The record of the criteria used for selecting map units and components may be found in the Distribution Metadata table." + }, + { + "name": "distmd", + "description": "The Distribution Metadata table records information associated with the selection of a set of data for distribution to some entity or information system external to NASIS. A set of distribution data may include only selected map units from a legend or legends, and only selected components of those map units. This table records the criteria used for selecting map units and components for inclusion in the set of distributed data. Other recorded information includes the name of the NASIS user who initiated a distribution request, and the times when that request was made, and when that request was ultimately processed." + }, + { + "name": "laoverlap", + "description": "The Legend Area Overlap table lists the geographic areas that are coincident with the soil survey area identified in the Legend table. For example, a survey area that covers two counties would have two rows in this table, one for each county. Other types of geographic areas listed might include state, MLRA, rainfall (R) factor area, climate (C) factor area, etc." + }, + { + "name": "legend", + "description": "The Legend table identifies the soil survey area that the legend is related to, and related information about that legend." + }, + { + "name": "legendtext", + "description": "The Legend Text table contains notes and narrative descriptions related to the referenced legend. Legend text is optional. In many cases, this table is empty." + }, + { + "name": "mapunit", + "description": "The Mapunit table identifies the map units included in the referenced legend. Data related the map unit as a whole are also given." + }, + { + "name": "muaggatt", + "description": "The Mapunit Aggregated Attribute table records a variety of soil attributes and interpretations that have been aggregated from the component level to a single value at the map unit level. They have been aggregated by one or more appropriate means in order to express a consolidated value or interpretation for the map unit as a whole." + }, + { + "name": "muaoverlap", + "description": "The Mapunit Area Overlap table lists the map units that exist in the overlap between the entire soil survey area and the referenced geographic area in the Legend Area Overlap table." + }, + { + "name": "mucropyld", + "description": "The Mapunit Crop Yield table lists commonly grown crops and their expected yields for the referenced map unit as a whole. Yields for individual map unit components are given in the Component Crop Yield table." + }, + { + "name": "mutext", + "description": "The Mapunit Text table contains notes and narrative descriptions related to the referenced map unit." + }, + { + "name": "sacatalog", + "description": "This table records the primary dynamic metadata associated with a soil survey area. This includes such things as survey area version, tabular data version, etc. The remaining dynamic metadata, which soil interpretations were generated for the corresponding soil survey area, is recorded in the Survey Area Interpretation table." + }, + { + "name": "sainterp", + "description": "This table records information about the soil interpretations that were generated for a soil survey area." + }, + { + "name": "valu1", + "description": "Included with the gSSURGO database, but not a part of the standard SSURGO dataset is a table called Valu1. This table contains 57 pre-summarized or 'ready to map' attributes derived from the official SSURGO database. These attribute data are pre-summarized to the map unit level using best-practice generalization methods intended to meet the needs of most users. The generalization methods include map unit component weighted averages and percent of the map unit meeting a given criteria. These themes were prepared to better meet the mapping needs of users of soil survey information and can be used with both SSURGO and gridded SSURGO (gSSURGO) datasets." + } + ], + "msft:group_id": "gnatsgo", + "msft:container": "gnatsgo-stac", + "msft:storage_account": "soils", + "msft:short_description": "The gridded National Soil Survey Geographic Database (gNATSGO) is a USDA-NRCS Soil & Plant Science Division (SPSD) composite database that provides complete coverage of the best available soils information for all areas of the United States and Island Territories.", + "msft:region": "westeurope", + "title": "gNATSGO Soil Database - Tables", + "extent": { + "spatial": { + "bbox": [ + [ + -170.8513, + -14.3799, + -169.4152, + -14.1432 + ], + [ + 138.0315, + 5.116, + 163.1902, + 10.2773 + ], + [ + 144.6126, + 13.2327, + 144.9658, + 13.6572 + ], + [ + -159.7909, + 18.8994, + -154.7815, + 22.2464 + ], + [ + 170.969, + 6.0723, + 171.9169, + 8.71933 + ], + [ + 145.0127, + 14.1086, + 145.9242, + 18.8172 + ], + [ + 130.8048, + 2.9268, + 134.9834, + 8.0947 + ], + [ + 157.3678, + 49.0546, + -117.2864, + 71.4567 + ], + [ + -67.9506, + 17.014, + -64.3973, + 19.3206 + ], + [ + -127.8881, + 22.8782, + -65.2748, + 51.6039 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2020-07-01T00:00:00Z", + "2020-07-01T00:00:00Z" + ] + ] + } + }, + "license": "CC0-1.0", + "keywords": [ + "Soils", + "NATSGO", + "SSURGO", + "STATSGO2", + "RSS", + "USDA", + "United States" + ], + "providers": [ + { + "name": "United States Department of Agriculture, Natural Resources Conservation Service", + "roles": [ + "licensor", + "producer", + "processor", + "host" + ], + "url": "https://www.nrcs.usda.gov/" + }, + { + "name": "Microsoft", + "roles": [ + "processor", + "host" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/gnatsgo-tables.png", + "type": "image/png", + "title": "gNATSGO", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/gnatsgo-tables.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": false + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } +} \ No newline at end of file diff --git a/datasets/goes/goes-cmi/collection/template.json b/datasets/goes/goes-cmi/collection/template.json index ab1dcb0ec..e377ede5f 100644 --- a/datasets/goes/goes-cmi/collection/template.json +++ b/datasets/goes/goes-cmi/collection/template.json @@ -1,232 +1,49 @@ { - "stac_version": "1.0.0", "type": "Collection", "id": "goes-cmi", - "title": "GOES-R Cloud & Moisture Imagery", + "stac_version": "1.0.0", "description": "{{ collection.description }}", - "license": "proprietary", "links": [ { "rel": "license", "href": "https://www.nesdisia.noaa.gov/policy.html", "title": "Public Domain" - } - ], - "stac_extensions": [ - "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", - "https://stac-extensions.github.io/table/v1.2.0/schema.json" - ], - "keywords": [ - "GOES", - "NOAA", - "NASA", - "Satellite", - "Cloud", - "Moisture" - ], - "msft:short_description": "High temporal cadence cloud and moisture imagery over the Western Hemisphere from the Advanced Baseline Imager (ABI) instrument.", - "msft:storage_account": "goeseuwest", - "msft:container": "noaa-goes-cogs", - "msft:region": "westeurope", - "msft:group_id": "goes", - "providers": [ - { - "name": "NASA", - "roles": [ - "producer" - ], - "url": "https://www.nasa.gov/content/goes" }, { - "name": "NOAA", - "roles": [ - "processor", - "producer", - "licensor" - ], - "url": "https://www.goes-r.gov/" + "rel": "preview", + "href": "https://planetarycomputer.microsoft.com/api/data/v1/collection/map?collection=goes-cmi", + "type": "text/html", + "title": "Map of collection mosaic" }, { - "name": "Microsoft", - "roles": [ - "host", - "processor" - ], - "url": "https://planetarycomputer.microsoft.com" + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/goes-cmi", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], - "assets": { - "thumbnail": { - "title": "GOES CMIP", - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/goes-cmi-thumb.png", - "media_type": "image/png" - }, - "geoparquet-items": { - "href": "abfs://items/goes-cmi.parquet", - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "type": "application/x-parquet", + "stac_extensions": [ + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], + "item_assets": { + "C01_1km": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", "roles": [ - "stac-items" + "data" ], - "table:storage_options": { - "account_name": "pcstacitems" - }, - "msft:partition_info": { - "is_partitioned": true, - "partition_frequency": "W-MON" - } - } - }, - "summaries": { - "platform": [ - "GOES-16", - "GOES-17", - "GOES-18", - "GOES-19" - ], - "instruments": [ - "ABI" - ], - "goes:image-type": [ - "FULL DISK", - "CONUS", - "MESOSCALE" - ], - "goes:mode": [ - "3", - "4", - "6" - ], - "goes:processing-level": [ - "L2" - ] - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180.0, - -81.33, - 6.3, - 81.33 - ], - [ - 141.7, - -81.33, - 180.0, - 81.33 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2017-02-28T00:16:52Z", - null - ] - ] - } - }, - "item_assets": { - "MCMIP-nc": { - "type": "application/netcdf", - "title": "Cloud and Moisture Imagery - Multiband", - "description": "The Cloud and Moisture Imagery product contains one or more Earth-view images with pixel values identifying 'brightness values' that are scaled to support visual analysis.", + "title": "Cloud and Moisture Imagery reflectance factor - Band 01 (full resolution)", "eo:bands": [ { "name": "ABI Band 1", "common_name": "blue", "description": "Daytime aerosol over land, coastal water mapping", "center_wavelength": 0.47 - }, - { - "name": "ABI Band 2", - "common_name": "red", - "description": "Daytime clouds, fog, insolation, winds", - "center_wavelength": 0.64 - }, - { - "name": "ABI Band 3", - "common_name": "nir09", - "description": "Daytime vegetation, burn scar, aerosol over water, winds", - "center_wavelength": 0.87 - }, - { - "name": "ABI Band 4", - "common_name": "cirrus", - "description": "Daytime cirrus cloud", - "center_wavelength": 1.38 - }, - { - "name": "ABI Band 5", - "common_name": "swir16", - "description": "Daytime cloud-top phase and particle size, snow", - "center_wavelength": 1.61 - }, - { - "name": "ABI Band 6", - "common_name": "swir22", - "description": "Daytime land, cloud properties, particle size, vegetation, snow", - "center_wavelength": 2.25 - }, - { - "name": "ABI Band 7", - "description": "Surface and cloud, fog at night, fire, winds", - "center_wavelength": 3.89 - }, - { - "name": "ABI Band 8", - "description": "High-level atmospheric water vapor, winds, rainfall", - "center_wavelength": 6.17 - }, - { - "name": "ABI Band 9", - "description": "Midlevel atmospheric water vapor, winds, rainfall", - "center_wavelength": 6.93 - }, - { - "name": "ABI Band 10", - "description": "Lower-level water vapor, winds, and silicon dioxide", - "center_wavelength": 7.34 - }, - { - "name": "ABI Band 11", - "description": "Total water for stability, cloud phase, dust, silicon dioxide, rainfall", - "center_wavelength": 8.44 - }, - { - "name": "ABI Band 12", - "description": "Total ozone, turbulence, winds", - "center_wavelength": 9.61 - }, - { - "name": "ABI Band 13", - "description": "Surface and clouds", - "center_wavelength": 10.33 - }, - { - "name": "ABI Band 14", - "description": "Imagery, sea surface temperature, clouds, rainfall", - "center_wavelength": 11.19 - }, - { - "name": "ABI Band 15", - "description": "Total water, volcanic ash, sea surface temperature", - "center_wavelength": 12.27 - }, - { - "name": "ABI Band 16", - "description": "Air temperature, cloud heights", - "center_wavelength": 13.27 } - ], - "roles": [ - "data" ] }, - "CMIP_C01-nc": { - "type": "application/netcdf", + "C01_2km": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", "title": "Cloud and Moisture Imagery reflectance factor - Band 01", "eo:bands": [ { @@ -235,13 +52,10 @@ "description": "Daytime aerosol over land, coastal water mapping", "center_wavelength": 0.47 } - ], - "roles": [ - "data" ] }, - "CMIP_C02-nc": { - "type": "application/netcdf", + "C02_2km": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", "title": "Cloud and Moisture Imagery reflectance factor - Band 02", "eo:bands": [ { @@ -250,13 +64,25 @@ "description": "Daytime clouds, fog, insolation, winds", "center_wavelength": 0.64 } - ], + ] + }, + "C03_1km": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", "roles": [ "data" + ], + "title": "Cloud and Moisture Imagery reflectance factor - Band 03 (full resolution)", + "eo:bands": [ + { + "name": "ABI Band 3", + "common_name": "nir09", + "description": "Daytime vegetation, burn scar, aerosol over water, winds", + "center_wavelength": 0.87 + } ] }, - "CMIP_C03-nc": { - "type": "application/netcdf", + "C03_2km": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", "title": "Cloud and Moisture Imagery reflectance factor - Band 03", "eo:bands": [ { @@ -265,13 +91,10 @@ "description": "Daytime vegetation, burn scar, aerosol over water, winds", "center_wavelength": 0.87 } - ], - "roles": [ - "data" ] }, - "CMIP_C04-nc": { - "type": "application/netcdf", + "C04_2km": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", "title": "Cloud and Moisture Imagery reflectance factor - Band 04", "eo:bands": [ { @@ -280,13 +103,25 @@ "description": "Daytime cirrus cloud", "center_wavelength": 1.38 } - ], + ] + }, + "C05_1km": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", "roles": [ "data" + ], + "title": "Cloud and Moisture Imagery reflectance factor - Band 05 (full resolution)", + "eo:bands": [ + { + "name": "ABI Band 5", + "common_name": "swir16", + "description": "Daytime cloud-top phase and particle size, snow", + "center_wavelength": 1.61 + } ] }, - "CMIP_C05-nc": { - "type": "application/netcdf", + "C05_2km": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", "title": "Cloud and Moisture Imagery reflectance factor - Band 05", "eo:bands": [ { @@ -295,13 +130,10 @@ "description": "Daytime cloud-top phase and particle size, snow", "center_wavelength": 1.61 } - ], - "roles": [ - "data" ] }, - "CMIP_C06-nc": { - "type": "application/netcdf", + "C06_2km": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", "title": "Cloud and Moisture Imagery reflectance factor - Band 06", "eo:bands": [ { @@ -310,13 +142,10 @@ "description": "Daytime land, cloud properties, particle size, vegetation, snow", "center_wavelength": 2.25 } - ], - "roles": [ - "data" ] }, - "CMIP_C07-nc": { - "type": "application/netcdf", + "C07_2km": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", "title": "Cloud and Moisture Imagery brightness temperature at top of atmosphere - Band 07", "eo:bands": [ { @@ -324,13 +153,10 @@ "description": "Surface and cloud, fog at night, fire, winds", "center_wavelength": 3.89 } - ], - "roles": [ - "data" ] }, - "CMIP_C08-nc": { - "type": "application/netcdf", + "C08_2km": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", "title": "Cloud and Moisture Imagery brightness temperature at top of atmosphere - Band 08", "eo:bands": [ { @@ -338,13 +164,10 @@ "description": "High-level atmospheric water vapor, winds, rainfall", "center_wavelength": 6.17 } - ], - "roles": [ - "data" ] }, - "CMIP_C09-nc": { - "type": "application/netcdf", + "C09_2km": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", "title": "Cloud and Moisture Imagery brightness temperature at top of atmosphere - Band 09", "eo:bands": [ { @@ -352,13 +175,10 @@ "description": "Midlevel atmospheric water vapor, winds, rainfall", "center_wavelength": 6.93 } - ], - "roles": [ - "data" ] }, - "CMIP_C10-nc": { - "type": "application/netcdf", + "C10_2km": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", "title": "Cloud and Moisture Imagery brightness temperature at top of atmosphere - Band 10", "eo:bands": [ { @@ -366,13 +186,10 @@ "description": "Lower-level water vapor, winds, and silicon dioxide", "center_wavelength": 7.34 } - ], - "roles": [ - "data" ] }, - "CMIP_C11-nc": { - "type": "application/netcdf", + "C11_2km": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", "title": "Cloud and Moisture Imagery brightness temperature at top of atmosphere - Band 11", "eo:bands": [ { @@ -380,13 +197,10 @@ "description": "Total water for stability, cloud phase, dust, silicon dioxide, rainfall", "center_wavelength": 8.44 } - ], - "roles": [ - "data" ] }, - "CMIP_C12-nc": { - "type": "application/netcdf", + "C12_2km": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", "title": "Cloud and Moisture Imagery brightness temperature at top of atmosphere - Band 12", "eo:bands": [ { @@ -394,13 +208,10 @@ "description": "Total ozone, turbulence, winds", "center_wavelength": 9.61 } - ], - "roles": [ - "data" ] }, - "CMIP_C13-nc": { - "type": "application/netcdf", + "C13_2km": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", "title": "Cloud and Moisture Imagery brightness temperature at top of atmosphere - Band 13", "eo:bands": [ { @@ -408,91 +219,152 @@ "description": "Surface and clouds", "center_wavelength": 10.33 } - ], - "roles": [ - "data" ] }, - "CMIP_C14-nc": { - "type": "application/netcdf", + "C14_2km": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", "title": "Cloud and Moisture Imagery brightness temperature at top of atmosphere - Band 14", "eo:bands": [ { "name": "ABI Band 14", "description": "Imagery, sea surface temperature, clouds, rainfall", "center_wavelength": 11.19 - } - ], - "roles": [ - "data" - ] - }, - "CMIP_C15-nc": { - "type": "application/netcdf", - "title": "Cloud and Moisture Imagery brightness temperature at top of atmosphere - Band 15", - "eo:bands": [ + } + ] + }, + "C15_2km": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "title": "Cloud and Moisture Imagery brightness temperature at top of atmosphere - Band 15", + "eo:bands": [ + { + "name": "ABI Band 15", + "description": "Total water, volcanic ash, sea surface temperature", + "center_wavelength": 12.27 + } + ] + }, + "C16_2km": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "title": "Cloud and Moisture Imagery brightness temperature at top of atmosphere - Band 16", + "eo:bands": [ + { + "name": "ABI Band 16", + "description": "Air temperature, cloud heights", + "center_wavelength": 13.27 + } + ] + }, + "MCMIP-nc": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Cloud and Moisture Imagery - Multiband", + "eo:bands": [ + { + "name": "ABI Band 1", + "common_name": "blue", + "description": "Daytime aerosol over land, coastal water mapping", + "center_wavelength": 0.47 + }, + { + "name": "ABI Band 2", + "common_name": "red", + "description": "Daytime clouds, fog, insolation, winds", + "center_wavelength": 0.64 + }, + { + "name": "ABI Band 3", + "common_name": "nir09", + "description": "Daytime vegetation, burn scar, aerosol over water, winds", + "center_wavelength": 0.87 + }, + { + "name": "ABI Band 4", + "common_name": "cirrus", + "description": "Daytime cirrus cloud", + "center_wavelength": 1.38 + }, + { + "name": "ABI Band 5", + "common_name": "swir16", + "description": "Daytime cloud-top phase and particle size, snow", + "center_wavelength": 1.61 + }, + { + "name": "ABI Band 6", + "common_name": "swir22", + "description": "Daytime land, cloud properties, particle size, vegetation, snow", + "center_wavelength": 2.25 + }, + { + "name": "ABI Band 7", + "description": "Surface and cloud, fog at night, fire, winds", + "center_wavelength": 3.89 + }, + { + "name": "ABI Band 8", + "description": "High-level atmospheric water vapor, winds, rainfall", + "center_wavelength": 6.17 + }, + { + "name": "ABI Band 9", + "description": "Midlevel atmospheric water vapor, winds, rainfall", + "center_wavelength": 6.93 + }, + { + "name": "ABI Band 10", + "description": "Lower-level water vapor, winds, and silicon dioxide", + "center_wavelength": 7.34 + }, + { + "name": "ABI Band 11", + "description": "Total water for stability, cloud phase, dust, silicon dioxide, rainfall", + "center_wavelength": 8.44 + }, + { + "name": "ABI Band 12", + "description": "Total ozone, turbulence, winds", + "center_wavelength": 9.61 + }, + { + "name": "ABI Band 13", + "description": "Surface and clouds", + "center_wavelength": 10.33 + }, + { + "name": "ABI Band 14", + "description": "Imagery, sea surface temperature, clouds, rainfall", + "center_wavelength": 11.19 + }, { "name": "ABI Band 15", "description": "Total water, volcanic ash, sea surface temperature", "center_wavelength": 12.27 - } - ], - "roles": [ - "data" - ] - }, - "CMIP_C16-nc": { - "type": "application/netcdf", - "title": "Cloud and Moisture Imagery brightness temperature at top of atmosphere - Band 16", - "eo:bands": [ + }, { "name": "ABI Band 16", "description": "Air temperature, cloud heights", "center_wavelength": 13.27 } ], - "roles": [ - "data" - ] + "description": "The Cloud and Moisture Imagery product contains one or more Earth-view images with pixel values identifying 'brightness values' that are scaled to support visual analysis." }, - "C01_1km": { + "C02_0.5km": { "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Cloud and Moisture Imagery reflectance factor - Band 01 (full resolution)", - "eo:bands": [ - { - "name": "ABI Band 1", - "common_name": "blue", - "description": "Daytime aerosol over land, coastal water mapping", - "center_wavelength": 0.47 - } - ], "roles": [ "data" - ] - }, - "C01_DQF_1km": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Cloud and Moisture Imagery data quality flags - Band 01 (full resolution)", - "roles": [ - "quality-mask" - ] - }, - "C01_2km": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Cloud and Moisture Imagery reflectance factor - Band 01", + ], + "title": "Cloud and Moisture Imagery reflectance factor - Band 02 (full resolution)", "eo:bands": [ { - "name": "ABI Band 1", - "common_name": "blue", - "description": "Daytime aerosol over land, coastal water mapping", - "center_wavelength": 0.47 + "name": "ABI Band 2", + "common_name": "red", + "description": "Daytime clouds, fog, insolation, winds", + "center_wavelength": 0.64 } ] }, - "C01_DQF_2km": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Cloud and Moisture Imagery data quality flags - Band 01" - }, "C01_2km_wm": { "type": "image/tiff; application=geotiff; profile=cloud-optimized", "title": "Cloud and Moisture Imagery reflectance factor - Band 01, Web Mercator", @@ -505,9 +377,9 @@ } ] }, - "C02_0.5km": { + "C02_2km_wm": { "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Cloud and Moisture Imagery reflectance factor - Band 02 (full resolution)", + "title": "Cloud and Moisture Imagery reflectance factor - Band 02, Web Mercator", "eo:bands": [ { "name": "ABI Band 2", @@ -515,87 +387,141 @@ "description": "Daytime clouds, fog, insolation, winds", "center_wavelength": 0.64 } - ], - "roles": [ - "data" - ] - }, - "C02_DQF_0.5km": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Cloud and Moisture Imagery data quality flags - Band 02 (full resolution)", - "roles": [ - "quality-mask" ] }, - "C02_2km": { + "C03_2km_wm": { "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Cloud and Moisture Imagery reflectance factor - Band 02", + "title": "Cloud and Moisture Imagery reflectance factor - Band 03, Web Mercator", "eo:bands": [ { - "name": "ABI Band 2", - "common_name": "red", - "description": "Daytime clouds, fog, insolation, winds", - "center_wavelength": 0.64 + "name": "ABI Band 3", + "common_name": "nir09", + "description": "Daytime vegetation, burn scar, aerosol over water, winds", + "center_wavelength": 0.87 } ] }, + "C01_DQF_1km": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "quality-mask" + ], + "title": "Cloud and Moisture Imagery data quality flags - Band 01 (full resolution)" + }, + "C01_DQF_2km": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "title": "Cloud and Moisture Imagery data quality flags - Band 01" + }, "C02_DQF_2km": { "type": "image/tiff; application=geotiff; profile=cloud-optimized", "title": "Cloud and Moisture Imagery data quality flags - Band 02" }, - "C02_2km_wm": { + "C03_DQF_1km": { "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Cloud and Moisture Imagery reflectance factor - Band 02, Web Mercator", - "eo:bands": [ - { - "name": "ABI Band 2", - "common_name": "red", - "description": "Daytime clouds, fog, insolation, winds", - "center_wavelength": 0.64 - } - ] + "roles": [ + "quality-mask" + ], + "title": "Cloud and Moisture Imagery data quality flags - Band 03 (full resolution)" }, - "C03_1km": { + "C03_DQF_2km": { "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Cloud and Moisture Imagery reflectance factor - Band 03 (full resolution)", - "eo:bands": [ - { - "name": "ABI Band 3", - "common_name": "nir09", - "description": "Daytime vegetation, burn scar, aerosol over water, winds", - "center_wavelength": 0.87 - } - ], - "roles": [ - "data" - ] + "title": "Cloud and Moisture Imagery data quality flags - Band 03" }, - "C03_DQF_1km": { + "C04_DQF_2km": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "title": "Cloud and Moisture Imagery data quality flags - Band 04" + }, + "C05_DQF_1km": { "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Cloud and Moisture Imagery data quality flags - Band 03 (full resolution)", "roles": [ "quality-mask" - ] + ], + "title": "Cloud and Moisture Imagery data quality flags - Band 05 (full resolution)" }, - "C03_2km": { + "C05_DQF_2km": { "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Cloud and Moisture Imagery reflectance factor - Band 03", + "title": "Cloud and Moisture Imagery data quality flags - Band 05" + }, + "C06_DQF_2km": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "title": "Cloud and Moisture Imagery data quality flags - Band 06" + }, + "C07_DQF_2km": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "title": "Cloud and Moisture Imagery data quality flags - Band 07" + }, + "C08_DQF_2km": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "title": "Cloud and Moisture Imagery data quality flags - Band 08" + }, + "C09_DQF_2km": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "title": "Cloud and Moisture Imagery data quality flags - Band 09" + }, + "C10_DQF_2km": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "title": "Cloud and Moisture Imagery data quality flags - Band 10" + }, + "C11_DQF_2km": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "title": "Cloud and Moisture Imagery data quality flags - Band 11" + }, + "C12_DQF_2km": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "title": "Cloud and Moisture Imagery data quality flags - Band 12" + }, + "C13_DQF_2km": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "title": "Cloud and Moisture Imagery data quality flags - Band 13" + }, + "C14_DQF_2km": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "title": "Cloud and Moisture Imagery data quality flags - Band 14" + }, + "C15_DQF_2km": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "title": "Cloud and Moisture Imagery data quality flags - Band 15" + }, + "C16_DQF_2km": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "title": "Cloud and Moisture Imagery data quality flags - Band 16" + }, + "CMIP_C01-nc": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Cloud and Moisture Imagery reflectance factor - Band 01", "eo:bands": [ { - "name": "ABI Band 3", - "common_name": "nir09", - "description": "Daytime vegetation, burn scar, aerosol over water, winds", - "center_wavelength": 0.87 + "name": "ABI Band 1", + "common_name": "blue", + "description": "Daytime aerosol over land, coastal water mapping", + "center_wavelength": 0.47 } ] }, - "C03_DQF_2km": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Cloud and Moisture Imagery data quality flags - Band 03" + "CMIP_C02-nc": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Cloud and Moisture Imagery reflectance factor - Band 02", + "eo:bands": [ + { + "name": "ABI Band 2", + "common_name": "red", + "description": "Daytime clouds, fog, insolation, winds", + "center_wavelength": 0.64 + } + ] }, - "C03_2km_wm": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Cloud and Moisture Imagery reflectance factor - Band 03, Web Mercator", + "CMIP_C03-nc": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Cloud and Moisture Imagery reflectance factor - Band 03", "eo:bands": [ { "name": "ABI Band 3", @@ -605,8 +531,11 @@ } ] }, - "C04_2km": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "CMIP_C04-nc": { + "type": "application/netcdf", + "roles": [ + "data" + ], "title": "Cloud and Moisture Imagery reflectance factor - Band 04", "eo:bands": [ { @@ -614,37 +543,14 @@ "common_name": "cirrus", "description": "Daytime cirrus cloud", "center_wavelength": 1.38 - } - ] - }, - "C04_DQF_2km": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Cloud and Moisture Imagery data quality flags - Band 04" - }, - "C05_1km": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Cloud and Moisture Imagery reflectance factor - Band 05 (full resolution)", - "eo:bands": [ - { - "name": "ABI Band 5", - "common_name": "swir16", - "description": "Daytime cloud-top phase and particle size, snow", - "center_wavelength": 1.61 - } - ], - "roles": [ - "data" + } ] }, - "C05_DQF_1km": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Cloud and Moisture Imagery data quality flags - Band 05 (full resolution)", + "CMIP_C05-nc": { + "type": "application/netcdf", "roles": [ - "quality-mask" - ] - }, - "C05_2km": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "data" + ], "title": "Cloud and Moisture Imagery reflectance factor - Band 05", "eo:bands": [ { @@ -655,12 +561,11 @@ } ] }, - "C05_DQF_2km": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Cloud and Moisture Imagery data quality flags - Band 05" - }, - "C06_2km": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "CMIP_C06-nc": { + "type": "application/netcdf", + "roles": [ + "data" + ], "title": "Cloud and Moisture Imagery reflectance factor - Band 06", "eo:bands": [ { @@ -671,12 +576,11 @@ } ] }, - "C06_DQF_2km": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Cloud and Moisture Imagery data quality flags - Band 06" - }, - "C07_2km": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "CMIP_C07-nc": { + "type": "application/netcdf", + "roles": [ + "data" + ], "title": "Cloud and Moisture Imagery brightness temperature at top of atmosphere - Band 07", "eo:bands": [ { @@ -686,12 +590,11 @@ } ] }, - "C07_DQF_2km": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Cloud and Moisture Imagery data quality flags - Band 07" - }, - "C08_2km": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "CMIP_C08-nc": { + "type": "application/netcdf", + "roles": [ + "data" + ], "title": "Cloud and Moisture Imagery brightness temperature at top of atmosphere - Band 08", "eo:bands": [ { @@ -701,12 +604,11 @@ } ] }, - "C08_DQF_2km": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Cloud and Moisture Imagery data quality flags - Band 08" - }, - "C09_2km": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "CMIP_C09-nc": { + "type": "application/netcdf", + "roles": [ + "data" + ], "title": "Cloud and Moisture Imagery brightness temperature at top of atmosphere - Band 09", "eo:bands": [ { @@ -716,12 +618,11 @@ } ] }, - "C09_DQF_2km": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Cloud and Moisture Imagery data quality flags - Band 09" - }, - "C10_2km": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "CMIP_C10-nc": { + "type": "application/netcdf", + "roles": [ + "data" + ], "title": "Cloud and Moisture Imagery brightness temperature at top of atmosphere - Band 10", "eo:bands": [ { @@ -731,12 +632,11 @@ } ] }, - "C10_DQF_2km": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Cloud and Moisture Imagery data quality flags - Band 10" - }, - "C11_2km": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "CMIP_C11-nc": { + "type": "application/netcdf", + "roles": [ + "data" + ], "title": "Cloud and Moisture Imagery brightness temperature at top of atmosphere - Band 11", "eo:bands": [ { @@ -746,12 +646,11 @@ } ] }, - "C11_DQF_2km": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Cloud and Moisture Imagery data quality flags - Band 11" - }, - "C12_2km": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "CMIP_C12-nc": { + "type": "application/netcdf", + "roles": [ + "data" + ], "title": "Cloud and Moisture Imagery brightness temperature at top of atmosphere - Band 12", "eo:bands": [ { @@ -761,12 +660,11 @@ } ] }, - "C12_DQF_2km": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Cloud and Moisture Imagery data quality flags - Band 12" - }, - "C13_2km": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "CMIP_C13-nc": { + "type": "application/netcdf", + "roles": [ + "data" + ], "title": "Cloud and Moisture Imagery brightness temperature at top of atmosphere - Band 13", "eo:bands": [ { @@ -776,12 +674,11 @@ } ] }, - "C13_DQF_2km": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Cloud and Moisture Imagery data quality flags - Band 13" - }, - "C14_2km": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "CMIP_C14-nc": { + "type": "application/netcdf", + "roles": [ + "data" + ], "title": "Cloud and Moisture Imagery brightness temperature at top of atmosphere - Band 14", "eo:bands": [ { @@ -791,12 +688,11 @@ } ] }, - "C14_DQF_2km": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Cloud and Moisture Imagery data quality flags - Band 14" - }, - "C15_2km": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "CMIP_C15-nc": { + "type": "application/netcdf", + "roles": [ + "data" + ], "title": "Cloud and Moisture Imagery brightness temperature at top of atmosphere - Band 15", "eo:bands": [ { @@ -806,12 +702,11 @@ } ] }, - "C15_DQF_2km": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Cloud and Moisture Imagery data quality flags - Band 15" - }, - "C16_2km": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "CMIP_C16-nc": { + "type": "application/netcdf", + "roles": [ + "data" + ], "title": "Cloud and Moisture Imagery brightness temperature at top of atmosphere - Band 16", "eo:bands": [ { @@ -821,9 +716,134 @@ } ] }, - "C16_DQF_2km": { + "C02_DQF_0.5km": { "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Cloud and Moisture Imagery data quality flags - Band 16" + "roles": [ + "quality-mask" + ], + "title": "Cloud and Moisture Imagery data quality flags - Band 02 (full resolution)" + } + }, + "msft:region": "westeurope", + "msft:group_id": "goes", + "msft:container": "noaa-goes-cogs", + "msft:storage_account": "goeseuwest", + "msft:short_description": "High temporal cadence cloud and moisture imagery over the Western Hemisphere from the Advanced Baseline Imager (ABI) instrument.", + "title": "GOES-R Cloud & Moisture Imagery", + "extent": { + "spatial": { + "bbox": [ + [ + -180.0, + -81.33, + 6.3, + 81.33 + ], + [ + 141.7, + -81.33, + 180.0, + 81.33 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2017-02-28T00:16:52Z", + null + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "GOES", + "NOAA", + "NASA", + "Satellite", + "Cloud", + "Moisture" + ], + "providers": [ + { + "name": "NASA", + "roles": [ + "producer" + ], + "url": "https://www.nasa.gov/content/goes" + }, + { + "name": "NOAA", + "roles": [ + "processor", + "producer", + "licensor" + ], + "url": "https://www.goes-r.gov/" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "platform": [ + "GOES-16", + "GOES-17", + "GOES-18", + "GOES-19" + ], + "goes:mode": [ + "3", + "4", + "6" + ], + "instruments": [ + "ABI" + ], + "goes:image-type": [ + "FULL DISK", + "CONUS", + "MESOSCALE" + ], + "goes:processing-level": [ + "L2" + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/goes-cmi-thumb.png", + "title": "GOES CMIP", + "media_type": "image/png" + }, + "geoparquet-items": { + "href": "abfs://items/goes-cmi.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "W-MON" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + }, + "tilejson": { + "href": "https://planetarycomputer.microsoft.com/api/data/v1/collection/tilejson.json?collection=goes-cmi&expression=C02_2km_wm%3B0.45%2AC02_2km_wm%2B0.1%2AC03_2km_wm%2B0.45%2AC01_2km_wm%3BC01_2km_wm&nodata=-1&rescale=1%2C1000&color_formula=Gamma+RGB+2.5+Saturation+1.4+Sigmoidal+RGB+2+0.7&asset_as_band=True&resampling=bilinear&format=png", + "type": "application/json", + "title": "Mosaic TileJSON with default rendering", + "roles": [ + "tiles" + ] } } } \ No newline at end of file diff --git a/datasets/goes/goes-glm/collection/template.json b/datasets/goes/goes-glm/collection/template.json index 8e07a5f4f..b5b0229c1 100644 --- a/datasets/goes/goes-glm/collection/template.json +++ b/datasets/goes/goes-glm/collection/template.json @@ -1,10 +1,8 @@ { - "stac_version": "1.0.0", "type": "Collection", "id": "goes-glm", - "title": "GOES-R Lightning Detection", + "stac_version": "1.0.0", "description": "{{ collection.description }}", - "license": "proprietary", "links": [ { "rel": "license", @@ -32,6 +30,12 @@ { "rel": "cite-as", "href": "https://doi.org/10.7289/V5KH0KK6" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/goes-glm", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], "stac_extensions": [ @@ -41,6 +45,50 @@ "https://stac-extensions.github.io/table/v1.2.0/schema.json", "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json" ], + "sci:doi": "10.7289/V5KH0KK6", + "item_assets": { + "netcdf": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Original NetCDF4 file" + } + }, + "msft:region": "westeurope", + "sci:citation": "GOES-R Algorithm Working Group and GOES-R Series Program, (2018): NOAA GOES-R Series Geostationary Lightning Mapper (GLM) Level 2 Lightning Detection: Events, Groups, and Flashes. NOAA National Centers for Environmental Information. doi:10.7289/V5KH0KK6.", + "msft:group_id": "goes", + "msft:container": "noaa-goes-geoparquet", + "msft:storage_account": "goeseuwest", + "msft:short_description": "Continuous lightning detection over the Western Hemisphere from the Geostationary Lightning Mapper (GLM) instrument.", + "title": "GOES-R Lightning Detection", + "extent": { + "spatial": { + "bbox": [ + [ + -180.0, + -66.56, + -8.44, + 66.56 + ], + [ + 156.44, + -66.56, + 180.0, + 66.56 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2018-02-13T16:10:00Z", + null + ] + ] + } + }, + "license": "proprietary", "keywords": [ "GOES", "NOAA", @@ -49,11 +97,6 @@ "Lightning", "Weather" ], - "msft:short_description": "Continuous lightning detection over the Western Hemisphere from the Geostationary Lightning Mapper (GLM) instrument.", - "msft:storage_account": "goeseuwest", - "msft:container": "noaa-goes-geoparquet", - "msft:region": "westeurope", - "msft:group_id": "goes", "providers": [ { "name": "NASA", @@ -80,72 +123,11 @@ "url": "https://planetarycomputer.microsoft.com" } ], - "assets": { - "thumbnail": { - "title": "GOES GLM Thumbnail", - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/goes-glm-thumb.png", - "type": "image/png", - "roles": [ - "thumbnail" - ] - }, - "geoparquet-items": { - "href": "abfs://items/goes-glm.parquet", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "msft:partition_info": { - "is_partitioned": true, - "partition_frequency": "QS" - }, - "table:storage_options": { - "account_name": "pcstacitems" - } - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180.0, - -66.56, - -8.44, - 66.56 - ], - [ - 156.44, - -66.56, - 180.0, - 66.56 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2018-02-13T16:10:00Z", - null - ] - ] - } - }, - "item_assets": { - "netcdf": { - "type": "application/netcdf", - "title": "Original NetCDF4 file", - "roles": [ - "data" - ] - } - }, "summaries": { - "mission": [ - "GOES" + "gsd": [ + 8000 ], - "constellation": [ + "mission": [ "GOES" ], "platform": [ @@ -158,8 +140,8 @@ "FM1", "FM2" ], - "gsd": [ - 8000 + "constellation": [ + "GOES" ], "processing:level": [ "L2" @@ -170,6 +152,30 @@ "Test" ] }, - "sci:doi": "10.7289/V5KH0KK6", - "sci:citation": "GOES-R Algorithm Working Group and GOES-R Series Program, (2018): NOAA GOES-R Series Geostationary Lightning Mapper (GLM) Level 2 Lightning Detection: Events, Groups, and Flashes. NOAA National Centers for Environmental Information. doi:10.7289/V5KH0KK6." + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/goes-glm-thumb.png", + "type": "image/png", + "title": "GOES GLM Thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/goes-glm.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "QS" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } } \ No newline at end of file diff --git a/datasets/gpm-imerg-hhr/collection/description.md b/datasets/gpm-imerg-hhr/collection/description.md new file mode 100644 index 000000000..9eab18d31 --- /dev/null +++ b/datasets/gpm-imerg-hhr/collection/description.md @@ -0,0 +1,3 @@ +The Integrated Multi-satellitE Retrievals for GPM (IMERG) algorithm combines information from the [GPM satellite constellation](https://gpm.nasa.gov/missions/gpm/constellation) to estimate precipitation over the majority of the Earth's surface. This algorithm is particularly valuable over the majority of the Earth's surface that lacks precipitation-measuring instruments on the ground. Now in the latest Version 06 release of IMERG the algorithm fuses the early precipitation estimates collected during the operation of the TRMM satellite (2000 - 2015) with more recent precipitation estimates collected during operation of the GPM satellite (2014 - present). The longer the record, the more valuable it is, as researchers and application developers will attest. By being able to compare and contrast past and present data, researchers are better informed to make climate and weather models more accurate, better understand normal and extreme rain and snowfall around the world, and strengthen applications for current and future disasters, disease, resource management, energy production and food security. + +For more, see the [IMERG homepage](https://gpm.nasa.gov/data/imerg) The [IMERG Technical documentation](https://gpm.nasa.gov/sites/default/files/2020-10/IMERG_doc_201006.pdf) provides more information on the algorithm, input datasets, and output products. \ No newline at end of file diff --git a/datasets/gpm-imerg-hhr/collection/template.json b/datasets/gpm-imerg-hhr/collection/template.json new file mode 100644 index 000000000..177d41734 --- /dev/null +++ b/datasets/gpm-imerg-hhr/collection/template.json @@ -0,0 +1,440 @@ +{ + "type": "Collection", + "id": "gpm-imerg-hhr", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://lpdaac.usgs.gov/data/data-citation-and-policies/", + "title": "LP DAAC - Data Citation and Policies" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/gpm-imerg-hhr", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/xarray-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", + "https://stac-extensions.github.io/datacube/v2.0.0/schema.json" + ], + "sci:doi": "10.5067/GPM/IMERG/3B-HH/06", + "sci:citation": "Huffman, G.J., E.F. Stocker, D.T. Bolvin, E.J. Nelkin, Jackson Tan (2019), GPM IMERG Final Precipitation L3 Half Hourly 0.1 degree x 0.1 degree V06, Greenbelt, MD, Goddard Earth Sciences Data and Information Services Center (GES DISC)", + "cube:variables": { + "lat_bnds": { + "type": "auxiliary", + "unit": "degrees_north", + "attrs": { + "Units": "degrees_north", + "units": "degrees_north", + "coordinates": "lat latv", + "DimensionNames": "lat,latv" + }, + "shape": [ + 1800, + 2 + ], + "chunks": [ + 1800, + 2 + ], + "dimensions": [ + "lat", + "latv" + ] + }, + "lon_bnds": { + "type": "auxiliary", + "unit": "degrees_east", + "attrs": { + "Units": "degrees_east", + "units": "degrees_east", + "coordinates": "lon lonv", + "DimensionNames": "lon,lonv" + }, + "shape": [ + 3600, + 2 + ], + "chunks": [ + 3600, + 2 + ], + "dimensions": [ + "lon", + "lonv" + ] + }, + "time_bnds": { + "type": "auxiliary", + "attrs": { + "Units": "seconds since 1970-01-01 00:00:00 UTC", + "coordinates": "time nv", + "DimensionNames": "time,nv" + }, + "shape": [ + 368160, + 2 + ], + "chunks": [ + 12, + 2 + ], + "dimensions": [ + "time", + "nv" + ] + }, + "randomError": { + "type": "data", + "unit": "mm/hr", + "attrs": { + "Units": "mm/hr", + "units": "mm/hr", + "DimensionNames": "time,lon,lat", + "CodeMissingValue": "-9999.9" + }, + "shape": [ + 368160, + 3600, + 1800 + ], + "chunks": [ + 12, + 3600, + 1800 + ], + "dimensions": [ + "time", + "lon", + "lat" + ] + }, + "HQprecipSource": { + "type": "data", + "attrs": { + "DimensionNames": "time,lon,lat", + "CodeMissingValue": "-9999" + }, + "shape": [ + 368160, + 3600, + 1800 + ], + "chunks": [ + 12, + 3600, + 1800 + ], + "dimensions": [ + "time", + "lon", + "lat" + ] + }, + "HQprecipitation": { + "type": "data", + "unit": "mm/hr", + "attrs": { + "Units": "mm/hr", + "units": "mm/hr", + "DimensionNames": "time,lon,lat", + "CodeMissingValue": "-9999.9" + }, + "shape": [ + 368160, + 3600, + 1800 + ], + "chunks": [ + 12, + 3600, + 1800 + ], + "dimensions": [ + "time", + "lon", + "lat" + ] + }, + "IRprecipitation": { + "type": "data", + "unit": "mm/hr", + "attrs": { + "Units": "mm/hr", + "units": "mm/hr", + "DimensionNames": "time,lon,lat", + "CodeMissingValue": "-9999.9" + }, + "shape": [ + 368160, + 3600, + 1800 + ], + "chunks": [ + 12, + 3600, + 1800 + ], + "dimensions": [ + "time", + "lon", + "lat" + ] + }, + "precipitationCal": { + "type": "data", + "unit": "mm/hr", + "attrs": { + "Units": "mm/hr", + "units": "mm/hr", + "DimensionNames": "time,lon,lat", + "CodeMissingValue": "-9999.9" + }, + "shape": [ + 368160, + 3600, + 1800 + ], + "chunks": [ + 12, + 3600, + 1800 + ], + "dimensions": [ + "time", + "lon", + "lat" + ] + }, + "HQobservationTime": { + "type": "data", + "attrs": { + "Units": "minutes", + "DimensionNames": "time,lon,lat", + "CodeMissingValue": "-9999" + }, + "shape": [ + 368160, + 3600, + 1800 + ], + "chunks": [ + 12, + 3600, + 1800 + ], + "dimensions": [ + "time", + "lon", + "lat" + ] + }, + "precipitationUncal": { + "type": "data", + "unit": "mm/hr", + "attrs": { + "Units": "mm/hr", + "units": "mm/hr", + "DimensionNames": "time,lon,lat", + "CodeMissingValue": "-9999.9" + }, + "shape": [ + 368160, + 3600, + 1800 + ], + "chunks": [ + 12, + 3600, + 1800 + ], + "dimensions": [ + "time", + "lon", + "lat" + ] + }, + "IRkalmanFilterWeight": { + "type": "data", + "attrs": { + "DimensionNames": "time,lon,lat", + "CodeMissingValue": "-9999" + }, + "shape": [ + 368160, + 3600, + 1800 + ], + "chunks": [ + 12, + 3600, + 1800 + ], + "dimensions": [ + "time", + "lon", + "lat" + ] + }, + "precipitationQualityIndex": { + "type": "data", + "attrs": { + "DimensionNames": "time,lon,lat", + "CodeMissingValue": "-9999.9" + }, + "shape": [ + 368160, + 3600, + 1800 + ], + "chunks": [ + 12, + 3600, + 1800 + ], + "dimensions": [ + "time", + "lon", + "lat" + ] + }, + "probabilityLiquidPrecipitation": { + "type": "data", + "unit": "percent", + "attrs": { + "Units": "percent", + "units": "percent", + "DimensionNames": "time,lon,lat", + "CodeMissingValue": "-9999" + }, + "shape": [ + 368160, + 3600, + 1800 + ], + "chunks": [ + 12, + 3600, + 1800 + ], + "dimensions": [ + "time", + "lon", + "lat" + ] + } + }, + "msft:container": "imerg", + "cube:dimensions": { + "lat": { + "axis": "y", + "type": "spatial", + "extent": [ + -89.94999694824219, + 89.94999694824219 + ], + "reference_system": 4326 + }, + "lon": { + "axis": "x", + "type": "spatial", + "extent": [ + -179.9499969482422, + 179.9499969482422 + ], + "reference_system": 4326 + }, + "time": { + "step": "P0DT0H30M0S", + "type": "temporal", + "extent": [ + "2000-06-01T00:00:00Z", + "2021-05-31T23:30:00Z" + ] + } + }, + "msft:storage_account": "ai4edataeuwest", + "msft:short_description": "The Integrated Multi-satellitE Retrievals for GPM (IMERG) algorithm combines information from the GPM satellite constellation to estimate precipitation over the majority of the Earth's surface.", + "msft:region": "westeurope", + "title": "GPM IMERG", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2000-06-01T00:00:00Z", + "2021-05-31T23:30:00Z" + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "IMERG", + "GPM", + "Precipitation" + ], + "providers": [ + { + "name": "Development Seed", + "roles": [ + "processor" + ], + "url": "https://developmentseed.org/" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + }, + { + "name": "NASA", + "roles": [ + "producer" + ], + "url": "https://gpm.nasa.gov/data/directory" + } + ], + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/gpm-imerg-hhr.png", + "type": "image/png", + "title": "gpm-imerg-hhr thumbnail", + "role": [ + "thumbnail" + ] + }, + "zarr-abfs": { + "href": "abfs://imerg/gpm-imerg-hhr.zarr", + "type": "application/vnd+zarr", + "description": "Azure Blob File System URI of the gpm-imerg-hhr Zarr Group on Azure Blob Storage for use with adlfs.", + "xarray:open_kwargs": { + "use_cftime": true, + "consolidated": true + }, + "xarray:storage_options": { + "account_name": "ai4edataeuwest" + }, + "roles": [ + "data", + "zarr" + ] + } + } +} \ No newline at end of file diff --git a/datasets/gridmet/collection/description.md b/datasets/gridmet/collection/description.md new file mode 100644 index 000000000..1a85580cd --- /dev/null +++ b/datasets/gridmet/collection/description.md @@ -0,0 +1 @@ +gridMET is a dataset of daily surface meteorological data at approximately four-kilometer resolution, covering the contiguous U.S. from 1979 to the present. These data can provide important inputs for ecological, agricultural, and hydrological models. diff --git a/datasets/gridmet/collection/template.json b/datasets/gridmet/collection/template.json new file mode 100644 index 000000000..e2c31d25e --- /dev/null +++ b/datasets/gridmet/collection/template.json @@ -0,0 +1,509 @@ +{ + "type": "Collection", + "id": "gridmet", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://creativecommons.org/publicdomain/zero/1.0/legalcode", + "type": "text/html", + "title": "CC0 1.0" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/gridmet", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/xarray-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/datacube/v2.0.0/schema.json" + ], + "cube:variables": { + "wind_speed": { + "type": "data", + "unit": "m/s", + "attrs": { + "units": "m/s", + "long_name": "vs", + "dimensions": "lon lat time", + "description": "Daily Mean Wind Speed", + "grid_mapping": "crs", + "standard_name": "vs", + "coordinate_system": "WGS84,EPSG:4326" + }, + "shape": [ + 15341, + 585, + 1386 + ], + "chunks": [ + 30, + 585, + 1386 + ], + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "Daily Mean Wind Speed" + }, + "air_temperature": { + "type": "data", + "unit": "K", + "attrs": { + "units": "K", + "long_name": "tmmn", + "dimensions": "lon lat time", + "description": "Daily Minimum Temperature", + "grid_mapping": "crs", + "standard_name": "tmmn", + "coordinate_system": "WGS84,EPSG:4326" + }, + "shape": [ + 15341, + 585, + 1386 + ], + "chunks": [ + 30, + 585, + 1386 + ], + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "Daily Minimum Temperature" + }, + "burning_index_g": { + "type": "data", + "unit": "Unitless", + "attrs": { + "units": "Unitless", + "long_name": "bi", + "dimensions": "lon lat time", + "description": "BI-G", + "grid_mapping": "crs", + "standard_name": "bi", + "coordinate_system": "WGS84,EPSG:4326" + }, + "shape": [ + 15341, + 585, + 1386 + ], + "chunks": [ + 30, + 585, + 1386 + ], + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "BI-G" + }, + "relative_humidity": { + "type": "data", + "unit": "%", + "attrs": { + "units": "%", + "long_name": "rmin", + "dimensions": "lon lat time", + "description": "Daily Minimum Relative Humidity", + "grid_mapping": "crs", + "standard_name": "rmin", + "coordinate_system": "WGS84,EPSG:4326" + }, + "shape": [ + 15341, + 585, + 1386 + ], + "chunks": [ + 30, + 585, + 1386 + ], + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "Daily Minimum Relative Humidity" + }, + "specific_humidity": { + "type": "data", + "unit": "kg/kg", + "attrs": { + "units": "kg/kg", + "long_name": "sph", + "dimensions": "lon lat time", + "description": "Daily mean specific humidity", + "grid_mapping": "crs", + "standard_name": "sph", + "coordinate_system": "WGS84,EPSG:4326" + }, + "shape": [ + 15341, + 585, + 1386 + ], + "chunks": [ + 30, + 585, + 1386 + ], + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "Daily mean specific humidity" + }, + "wind_from_direction": { + "type": "data", + "unit": "Degrees Clockwise from north", + "attrs": { + "units": "Degrees Clockwise from north", + "long_name": "th", + "dimensions": "lon lat time", + "description": "Daily mean wind direction", + "grid_mapping": "crs", + "standard_name": "th", + "coordinate_system": "WGS84,EPSG:4326" + }, + "shape": [ + 15341, + 585, + 1386 + ], + "chunks": [ + 30, + 585, + 1386 + ], + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "Daily mean wind direction" + }, + "precipitation_amount": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "long_name": "pr", + "dimensions": "lon lat time", + "description": "Daily Accumulated Precipitation", + "grid_mapping": "crs", + "standard_name": "pr", + "coordinate_system": "WGS84,EPSG:4326" + }, + "shape": [ + 15341, + 585, + 1386 + ], + "chunks": [ + 30, + 585, + 1386 + ], + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "Daily Accumulated Precipitation" + }, + "dead_fuel_moisture_100hr": { + "type": "data", + "unit": "Percent", + "attrs": { + "units": "Percent", + "long_name": "fm100", + "dimensions": "lon lat time", + "description": "100 hour fuel moisture", + "grid_mapping": "crs", + "standard_name": "fm100", + "coordinate_system": "WGS84,EPSG:4326" + }, + "shape": [ + 15341, + 585, + 1386 + ], + "chunks": [ + 30, + 585, + 1386 + ], + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "100 hour fuel moisture" + }, + "dead_fuel_moisture_1000hr": { + "type": "data", + "unit": "Percent", + "attrs": { + "units": "Percent", + "long_name": "fm1000", + "dimensions": "lon lat time", + "description": "1000 hour fuel moisture", + "grid_mapping": "crs", + "standard_name": "fm1000", + "coordinate_system": "WGS84,EPSG:4326" + }, + "shape": [ + 15341, + 585, + 1386 + ], + "chunks": [ + 30, + 585, + 1386 + ], + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "1000 hour fuel moisture" + }, + "mean_vapor_pressure_deficit": { + "type": "data", + "unit": "kPa", + "attrs": { + "units": "kPa", + "long_name": "vpd", + "dimensions": "lon lat time", + "description": "mean vapor presure deficit", + "grid_mapping": "crs", + "standard_name": "vpd", + "coordinate_system": "WGS84,EPSG:4326" + }, + "shape": [ + 15341, + 585, + 1386 + ], + "chunks": [ + 30, + 585, + 1386 + ], + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "mean vapor presure deficit" + }, + "potential_evapotranspiration": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "long_name": "pet", + "dimensions": "lon lat time", + "description": "Daily reference evapotranspiration (short grass)", + "grid_mapping": "crs", + "standard_name": "pet", + "coordinate_system": "WGS84,EPSG:4326" + }, + "shape": [ + 15341, + 585, + 1386 + ], + "chunks": [ + 30, + 585, + 1386 + ], + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "Daily reference evapotranspiration (short grass)" + }, + "surface_downwelling_shortwave_flux_in_air": { + "type": "data", + "unit": "W m-2", + "attrs": { + "units": "W m-2", + "long_name": "srad", + "dimensions": "lon lat time", + "description": "Daily Mean downward shortwave radiation at surface", + "grid_mapping": "crs", + "standard_name": "srad", + "coordinate_system": "WGS84,EPSG:4326" + }, + "shape": [ + 15341, + 585, + 1386 + ], + "chunks": [ + 30, + 585, + 1386 + ], + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "Daily Mean downward shortwave radiation at surface" + } + }, + "msft:container": "gridmet", + "cube:dimensions": { + "lat": { + "axis": "y", + "type": "spatial", + "extent": [ + 25.066666666666666, + 49.400000000000006 + ], + "description": "latitude", + "reference_system": 4326 + }, + "lon": { + "axis": "x", + "type": "spatial", + "extent": [ + -124.76666663333334, + -67.05833330000002 + ], + "description": "longitude", + "reference_system": 4326 + }, + "time": { + "step": "P1DT0H0M0S", + "type": "temporal", + "extent": [ + "1979-01-01T00:00:00Z", + "2020-12-31T00:00:00Z" + ], + "description": "time" + } + }, + "msft:storage_account": "ai4edataeuwest", + "msft:short_description": "Daily high-spatial resolution surface meteorological data covering the contiguous United States from 1979 to the present", + "msft:region": "westeurope", + "title": "gridMET", + "extent": { + "spatial": { + "bbox": [ + [ + -124.76666663333334, + 25.066666666666666, + -67.05833330000002, + 49.400000000000006 + ] + ] + }, + "temporal": { + "interval": [ + [ + "1979-01-01T00:00:00Z", + "2020-12-31T00:00:00Z" + ] + ] + } + }, + "license": "CC0-1.0", + "keywords": [ + "gridMET", + "Water", + "Precipitation", + "Temperature", + "Vapor Pressure", + "Climate" + ], + "providers": [ + { + "name": "Development Seed", + "roles": [ + "processor" + ], + "url": "https://developmentseed.org/" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + }, + { + "name": "Climatology Lab", + "roles": [ + "producer" + ], + "url": "http://www.climatologylab.org/gridmet.html" + }, + { + "name": "Abatzoglou, J.T.", + "roles": [ + "producer" + ], + "url": "http://onlinelibrary.wiley.com/doi/10.1002/joc.3413/full" + } + ], + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/gridmet.png", + "type": "image/png", + "title": "gridMET thumbnail", + "role": [ + "thumbnail" + ] + }, + "zarr-abfs": { + "href": "abfs://gridmet/gridmet.zarr", + "type": "application/vnd+zarr", + "description": "Azure Blob File System URI of the gridMET Zarr Group on Azure Blob Storage for use with adlfs.", + "xarray:open_kwargs": { + "consolidated": true + }, + "xarray:storage_options": { + "account_name": "ai4edataeuwest" + }, + "roles": [ + "data", + "zarr" + ] + }, + "zarr-https": { + "href": "https://ai4edataeuwest.blob.core.windows.net/gridmet/gridmet.zarr", + "type": "application/vnd+zarr", + "title": "gridMET HTTPS Zarr root", + "description": "HTTPS URI of the gridMET Zarr Group on Azure Blob Storage.", + "xarray:open_kwargs": { + "consolidated": true + }, + "roles": [ + "data", + "zarr", + "https" + ] + } + } +} \ No newline at end of file diff --git a/datasets/hgb/description.md b/datasets/hgb/description.md new file mode 100644 index 000000000..a571c9804 --- /dev/null +++ b/datasets/hgb/description.md @@ -0,0 +1 @@ +This dataset provides temporally consistent and harmonized global maps of aboveground and belowground biomass carbon density for the year 2010 at 300m resolution. The aboveground biomass map integrates land-cover-specific, remotely sensed maps of woody, grassland, cropland, and tundra biomass. Input maps were amassed from the published literature and, where necessary, updated to cover the focal extent or time period. The belowground biomass map similarly integrates matching maps derived from each aboveground biomass map and land-cover-specific empirical models. Aboveground and belowground maps were then integrated separately using ancillary maps of percent tree/land cover and a rule-based decision tree. Maps reporting the accumulated uncertainty of pixel-level estimates are also provided. diff --git a/datasets/hgb/template.json b/datasets/hgb/template.json new file mode 100644 index 000000000..c6183c2b9 --- /dev/null +++ b/datasets/hgb/template.json @@ -0,0 +1,139 @@ +{ + "type": "Collection", + "id": "hgb", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://earthdata.nasa.gov/earth-observation-data/data-use-policy", + "title": "EOSDIS Data Use Policy" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/hgb", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/projection/v1.0.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], + "item_assets": { + "aboveground": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Global above-ground biomass" + }, + "belowground": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Global below-ground biomass" + }, + "aboveground_uncertainty": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Uncertainty associated with global above-ground biomass" + }, + "belowground_uncertainty": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Uncertainty associated with global below-ground biomass" + } + }, + "msft:container": "cpdata", + "msft:storage_account": "cpdataeuwest", + "msft:short_description": "Global maps of aboveground and belowground biomass carbon density for the year 2010 at 300m resolution", + "msft:region": "westeurope", + "title": "HGB: Harmonized Global Biomass for 2010", + "extent": { + "spatial": { + "bbox": [ + [ + -180.0, + -61.002778, + 180.0, + 84.0 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2010-12-31T00:00:00Z", + "2010-12-31T00:00:00Z" + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "Biomass", + "Carbon", + "ORNL" + ], + "providers": [ + { + "name": "Oak Ridge National Laboratory Distributed Active Archive Center", + "roles": [ + "producer", + "licensor" + ], + "url": "https://daac.ornl.gov/cgi-bin/dsviewer.pl?ds_id=1763" + }, + { + "name": "CarbonPlan", + "roles": [ + "processor" + ], + "url": "https://carbonplan.org" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "gsd": [ + 300 + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/hgb.png", + "type": "image/png", + "title": "Harmonized Global Biomass", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/hgb.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": false + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } +} \ No newline at end of file diff --git a/datasets/hls2/collection/hls2-l30/template.json b/datasets/hls2/collection/hls2-l30/template.json index 5bf4878cf..15f1440ad 100644 --- a/datasets/hls2/collection/hls2-l30/template.json +++ b/datasets/hls2/collection/hls2-l30/template.json @@ -1,318 +1,323 @@ { - "stac_version": "1.0.0", - "type": "Collection", - "id": "hls2-l30", - "title": "Harmonized Landsat Sentinel-2 (HLS) Version 2.0, Landsat Data", - "description": "{{ collection.description }}", - "license": "proprietary", - "sci:doi": "10.5067/HLS/HLSL30.002", - "links": [ - { - "rel": "license", - "href": "https://lpdaac.usgs.gov/data/data-citation-and-policies/", - "title": "LP DAAC - Data Citation and Policies" - } - ], - "stac_extensions": [ - "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", - "https://stac-extensions.github.io/table/v1.2.0/schema.json", - "https://stac-extensions.github.io/eo/v1.0.0/schema.json", - "https://stac-extensions.github.io/projection/v1.0.0/schema.json", - "https://stac-extensions.github.io/view/v1.0.0/schema.json", - "https://stac-extensions.github.io/scientific/v1.0.0/schema.json" - ], - "keywords": [ - "Sentinel", - "Landsat", - "HLS", - "Satellite", - "Global", - "Imagery" - ], - "msft:short_description": "Harmonized Landsat Sentinel-2 (HLS) Version 2.0, Landsat Data", - "msft:storage_account": "hls2euwest", - "msft:group_id": "hls2", - "msft:container": "hls2", - "msft:region": "westeurope", - "providers": [ - { - "name": "LP DAAC", - "roles": [ - "producer", - "licensor" - ], - "url": "https://doi.org/10.5067/HLS/HLSL30.002" - }, - { - "name": "Microsoft", - "roles": [ - "host" - ], - "url": "https://planetarycomputer.microsoft.com" - } - ], - "assets": { - "thumbnail": { - "type": "image/webp", - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/hls2-l30.webp", - "title": "HLS2 Landsat Collection Thumbnail" - }, - "geoparquet-items": { - "href": "abfs://items/hls2-l30.parquet", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "msft:partition_info": { - "is_partitioned": true, - "partition_frequency": "W-MON" - }, - "table:storage_options": { - "account_name": "pcstacitems" - } - } - }, - "summaries": { - "platform": [ - "Landsat 8", - "Landsat 9" - ], - "gsd": [ - 30 - ] - }, - "item_assets": { - "B01": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "eo:bands": [ - { - "name": "B01", - "common_name": "coastal", - "center_wavelength": 0.48, - "full_width_half_max": 0.02 - } - ], - "roles": [ - "data" - ], - "title": "Coastal Aerosol" - }, - "B02": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "eo:bands": [ - { - "name": "B02", - "common_name": "blue", - "center_wavelength": 0.44, - "full_width_half_max": 0.06 - } - ], - "roles": [ - "data" - ], - "title": "Blue" - }, - "B03": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "eo:bands": [ + "type": "Collection", + "id": "hls2-l30", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ { - "name": "B03", - "common_name": "green", - "center_wavelength": 0.56, - "full_width_half_max": 0.06 - } - ], - "roles": [ - "data" - ], - "title": "Green" - }, - "B04": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "eo:bands": [ - { - "name": "B04", - "common_name": "red", - "center_wavelength": 0.65, - "full_width_half_max": 0.04 - } - ], - "roles": [ - "data" - ], - "title": "Red" - }, - "B05": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "eo:bands": [ - { - "name": "B05", - "common_name": "nir", - "center_wavelength": 0.86, - "full_width_half_max": 0.03 - } - ], - "roles": [ - "data" - ], - "title": "NIR Narrow" - }, - "B06": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "eo:bands": [ - { - "name": "B06", - "common_name": "swir16", - "center_wavelength": 1.6, - "full_width_half_max": 0.08 - } - ], - "roles": [ - "data" - ], - "title": "SWIR 1" - }, - "B07": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "eo:bands": [ + "rel": "license", + "href": "https://lpdaac.usgs.gov/data/data-citation-and-policies/", + "title": "LP DAAC - Data Citation and Policies" + }, { - "name": "B07", - "common_name": "swir22", - "center_wavelength": 2.2, - "full_width_half_max": 0.2 + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/hls2-l30", + "type": "text/html", + "title": "Human readable dataset overview and reference" } - ], - "roles": [ - "data" - ], - "title": "SWIR 2" - }, - "B09": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "eo:bands": [ - { - "name": "B09", - "common_name": "cirrus", - "center_wavelength": 1.37, - "full_width_half_max": 0.02 - } - ], - "roles": [ - "data" - ], - "title": "Cirrus" - }, - "B10": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "eo:bands": [ - { - "name": "B10", - "common_name": "lwir11", - "center_wavelength": 10.9, - "full_width_half_max": 0.8 - } - ], - "roles": [ - "data" - ], - "title": "Thermal Infrared 1" - }, - "B11": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "eo:bands": [ - { - "name": "B11", - "common_name": "lwir12", - "center_wavelength": 12.0, - "full_width_half_max": 1.0 - } - ], - "roles": [ - "data" - ], - "title": "Thermal Infrared 2" - }, - "Fmask": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "eo:bands": [ - { - "name": "Fmask" - } - ], - "roles": [ - "data" - ], - "title": "Fmask" - }, - "SZA": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "eo:bands": [ - { - "name": "SZA" + ], + "stac_extensions": [ + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json", + "https://stac-extensions.github.io/eo/v1.0.0/schema.json", + "https://stac-extensions.github.io/projection/v1.0.0/schema.json", + "https://stac-extensions.github.io/view/v1.0.0/schema.json", + "https://stac-extensions.github.io/scientific/v1.0.0/schema.json" + ], + "item_assets": { + "B01": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Coastal Aerosol", + "eo:bands": [ + { + "name": "B01", + "common_name": "coastal", + "center_wavelength": 0.48, + "full_width_half_max": 0.02 + } + ] + }, + "B02": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Blue", + "eo:bands": [ + { + "name": "B02", + "common_name": "blue", + "center_wavelength": 0.44, + "full_width_half_max": 0.06 + } + ] + }, + "B03": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Green", + "eo:bands": [ + { + "name": "B03", + "common_name": "green", + "center_wavelength": 0.56, + "full_width_half_max": 0.06 + } + ] + }, + "B04": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Red", + "eo:bands": [ + { + "name": "B04", + "common_name": "red", + "center_wavelength": 0.65, + "full_width_half_max": 0.04 + } + ] + }, + "B05": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "NIR Narrow", + "eo:bands": [ + { + "name": "B05", + "common_name": "nir", + "center_wavelength": 0.86, + "full_width_half_max": 0.03 + } + ] + }, + "B06": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "SWIR 1", + "eo:bands": [ + { + "name": "B06", + "common_name": "swir16", + "center_wavelength": 1.6, + "full_width_half_max": 0.08 + } + ] + }, + "B07": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "SWIR 2", + "eo:bands": [ + { + "name": "B07", + "common_name": "swir22", + "center_wavelength": 2.2, + "full_width_half_max": 0.2 + } + ] + }, + "B09": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Cirrus", + "eo:bands": [ + { + "name": "B09", + "common_name": "cirrus", + "center_wavelength": 1.37, + "full_width_half_max": 0.02 + } + ] + }, + "B10": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Thermal Infrared 1", + "eo:bands": [ + { + "name": "B10", + "common_name": "lwir11", + "center_wavelength": 10.9, + "full_width_half_max": 0.8 + } + ] + }, + "B11": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Thermal Infrared 2", + "eo:bands": [ + { + "name": "B11", + "common_name": "lwir12", + "center_wavelength": 12, + "full_width_half_max": 1 + } + ] + }, + "SAA": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "SAA", + "eo:bands": [ + { + "name": "SAA" + } + ] + }, + "SZA": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "SZA", + "eo:bands": [ + { + "name": "SZA" + } + ] + }, + "VAA": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "VAA", + "eo:bands": [ + { + "name": "VAA" + } + ] + }, + "VZA": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "VZA", + "eo:bands": [ + { + "name": "VZA" + } + ] + }, + "Fmask": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Fmask", + "eo:bands": [ + { + "name": "Fmask" + } + ] } - ], - "roles": [ - "data" - ], - "title": "SZA" }, - "SAA": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "eo:bands": [ - { - "name": "SAA" + "msft:region": "westeurope", + "msft:group_id": "hls2", + "msft:container": "hls2", + "msft:storage_account": "hls2euwest", + "msft:short_description": "Harmonized Landsat Sentinel-2 (HLS) Version 2.0, Landsat Data", + "title": "Harmonized Landsat Sentinel-2 (HLS) Version 2.0, Landsat Data", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2020-01-01T00:00:00Z", + null + ] + ] } - ], - "roles": [ - "data" - ], - "title": "SAA" }, - "VZA": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "eo:bands": [ + "license": "proprietary", + "keywords": [ + "Sentinel", + "Landsat", + "HLS", + "Satellite", + "Global", + "Imagery" + ], + "providers": [ { - "name": "VZA" - } - ], - "roles": [ - "data" - ], - "title": "VZA" - }, - "VAA": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "eo:bands": [ + "name": "LP DAAC", + "roles": [ + "producer", + "licensor" + ], + "url": "https://doi.org/10.5067/HLS/HLSL30.002" + }, { - "name": "VAA" + "name": "Microsoft", + "roles": [ + "host" + ], + "url": "https://planetarycomputer.microsoft.com" } - ], - "roles": [ - "data" - ], - "title": "VAA" - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -90, - 180, - 90 + ], + "summaries": { + "gsd": [ + 30 + ], + "platform": [ + "Landsat 8", + "Landsat 9" ] - ] }, - "temporal": { - "interval": [ - [ - "2020-01-01T00:00:00Z", - null - ] - ] + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/hls2-l30.webp", + "type": "image/webp", + "title": "HLS2 Landsat Collection Thumbnail" + }, + "geoparquet-items": { + "href": "abfs://items/hls2-l30.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "W-MON" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } } - } } \ No newline at end of file diff --git a/datasets/hls2/collection/hls2-s30/template.json b/datasets/hls2/collection/hls2-s30/template.json index d83cee0ce..e731853e2 100644 --- a/datasets/hls2/collection/hls2-s30/template.json +++ b/datasets/hls2/collection/hls2-s30/template.json @@ -1,366 +1,372 @@ { - "stac_version": "1.0.0", - "type": "Collection", - "id": "hls2-s30", - "title": "Harmonized Landsat Sentinel-2 (HLS) Version 2.0, Sentinel-2 Data", - "description": "{{ collection.description }}", - "license": "proprietary", - "sci:doi": "10.5067/HLS/HLSS30.002", - "links": [ - { - "rel": "license", - "href": "https://lpdaac.usgs.gov/data/data-citation-and-policies/", - "title": "LP DAAC - Data Citation and Policies" - } - ], - "stac_extensions": [ - "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", - "https://stac-extensions.github.io/table/v1.2.0/schema.json", - "https://stac-extensions.github.io/eo/v1.0.0/schema.json", - "https://stac-extensions.github.io/projection/v1.0.0/schema.json", - "https://stac-extensions.github.io/view/v1.0.0/schema.json", - "https://stac-extensions.github.io/scientific/v1.0.0/schema.json" - ], - "keywords": [ - "Sentinel", - "Landsat", - "HLS", - "Satellite", - "Global", - "Imagery" - ], - "msft:short_description": "Harmonized Landsat Sentinel-2 (HLS) Version 2.0, Sentinel-2 Data", - "msft:storage_account": "hls2euwest", - "msft:container": "hls2", - "msft:group_id": "hls2", - "msft:region": "westeurope", - "providers": [ - { - "name": "ESA", - "roles": [ - "producer" - ], - "url": "https://www.esa.int/Applications/Observing_the_Earth/Copernicus/Sentinel-2" - }, - { - "name": "LP DAAC", - "roles": [ - "producer", - "licensor" - ], - "url": "https://doi.org/10.5067/HLS/HLSL30.002" - }, - { - "name": "Microsoft", - "roles": [ - "host" - ], - "url": "https://planetarycomputer.microsoft.com" - } - ], - "assets": { - "thumbnail": { - "type": "image/webp", - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/hls2-s30.webp", - "title": "HLS2 Sentinel Collection Thumbnail" - }, - "geoparquet-items": { - "href": "abfs://items/hls2-s30.parquet", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "msft:partition_info": { - "is_partitioned": true, - "partition_frequency": "W-MON" - }, - "table:storage_options": { - "account_name": "pcstacitems" - } - } - }, - "summaries": { - "platform": [ - "Sentinel-2A", - "Sentinel-2B", - "Sentinel-2C" - ], - "gsd": [ - 30 - ] - }, - "item_assets": { - "B01": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "eo:bands": [ - { - "name": "B01", - "common_name": "coastal", - "center_wavelength": 0.4439, - "full_width_half_max": 0.027 - } - ], - "roles": [ - "data" - ], - "title": "Coastal Aerosol" - }, - "B02": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "eo:bands": [ - { - "name": "B02", - "common_name": "blue", - "center_wavelength": 0.4966, - "full_width_half_max": 0.098 - } - ], - "roles": [ - "data" - ], - "title": "Blue" - }, - "B03": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "eo:bands": [ - { - "name": "B03", - "common_name": "green", - "center_wavelength": 0.56, - "full_width_half_max": 0.045 - } - ], - "roles": [ - "data" - ], - "title": "Green" - }, - "B04": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "eo:bands": [ - { - "name": "B04", - "common_name": "red", - "center_wavelength": 0.6645, - "full_width_half_max": 0.038 - } - ], - "roles": [ - "data" - ], - "title": "Red" - }, - "B05": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "eo:bands": [ - { - "name": "B05", - "center_wavelength": 0.7039, - "full_width_half_max": 0.019 - } - ], - "roles": [ - "data" - ], - "title": "Red-Edge 1" - }, - "B06": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "eo:bands": [ - { - "name": "B06", - "center_wavelength": 0.7402, - "full_width_half_max": 0.018 - } - ], - "roles": [ - "data" - ], - "title": "Red-Edge 2" - }, - "B07": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "eo:bands": [ - { - "name": "B07", - "center_wavelength": 0.7825, - "full_width_half_max": 0.028 - } - ], - "roles": [ - "data" - ], - "title": "Red-Edge 3" - }, - "B08": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "eo:bands": [ + "type": "Collection", + "id": "hls2-s30", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ { - "name": "B08", - "common_name": "nir", - "center_wavelength": 0.8351, - "full_width_half_max": 0.145 - } - ], - "roles": [ - "data" - ], - "title": "NIR Broad" - }, - "B8A": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "eo:bands": [ - { - "name": "B8A", - "center_wavelength": 0.8648, - "full_width_half_max": 0.033 - } - ], - "roles": [ - "data" - ], - "title": "NIR Narrow" - }, - "B09": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "eo:bands": [ - { - "name": "B09", - "center_wavelength": 0.945, - "full_width_half_max": 0.026 - } - ], - "roles": [ - "data" - ], - "title": "Water Vapor" - }, - "B10": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "eo:bands": [ - { - "name": "B10", - "common_name": "cirrus", - "center_wavelength": 1.3735, - "full_width_half_max": 0.075 - } - ], - "roles": [ - "data" - ], - "title": "Cirrus" - }, - "B11": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "eo:bands": [ - { - "name": "B11", - "common_name": "swir16", - "center_wavelength": 1.6137, - "full_width_half_max": 0.143 - } - ], - "roles": [ - "data" - ], - "title": "SWIR 1" - }, - "B12": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "eo:bands": [ + "rel": "license", + "href": "https://lpdaac.usgs.gov/data/data-citation-and-policies/", + "title": "LP DAAC - Data Citation and Policies" + }, { - "name": "B12", - "common_name": "swir22", - "center_wavelength": 2.22024, - "full_width_half_max": 0.242 + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/hls2-s30", + "type": "text/html", + "title": "Human readable dataset overview and reference" } - ], - "roles": [ - "data" - ], - "title": "SWIR 2" - }, - "Fmask": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "eo:bands": [ - { - "name": "Fmask" + ], + "stac_extensions": [ + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json", + "https://stac-extensions.github.io/eo/v1.0.0/schema.json", + "https://stac-extensions.github.io/projection/v1.0.0/schema.json", + "https://stac-extensions.github.io/view/v1.0.0/schema.json", + "https://stac-extensions.github.io/scientific/v1.0.0/schema.json" + ], + "sci:doi": "10.5067/HLS/HLSS30.002", + "item_assets": { + "B01": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Coastal Aerosol", + "eo:bands": [ + { + "name": "B01", + "common_name": "coastal", + "center_wavelength": 0.4439, + "full_width_half_max": 0.027 + } + ] + }, + "B02": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Blue", + "eo:bands": [ + { + "name": "B02", + "common_name": "blue", + "center_wavelength": 0.4966, + "full_width_half_max": 0.098 + } + ] + }, + "B03": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Green", + "eo:bands": [ + { + "name": "B03", + "common_name": "green", + "center_wavelength": 0.56, + "full_width_half_max": 0.045 + } + ] + }, + "B04": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Red", + "eo:bands": [ + { + "name": "B04", + "common_name": "red", + "center_wavelength": 0.6645, + "full_width_half_max": 0.038 + } + ] + }, + "B05": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Red-Edge 1", + "eo:bands": [ + { + "name": "B05", + "center_wavelength": 0.7039, + "full_width_half_max": 0.019 + } + ] + }, + "B06": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Red-Edge 2", + "eo:bands": [ + { + "name": "B06", + "center_wavelength": 0.7402, + "full_width_half_max": 0.018 + } + ] + }, + "B07": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Red-Edge 3", + "eo:bands": [ + { + "name": "B07", + "center_wavelength": 0.7825, + "full_width_half_max": 0.028 + } + ] + }, + "B08": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "NIR Broad", + "eo:bands": [ + { + "name": "B08", + "common_name": "nir", + "center_wavelength": 0.8351, + "full_width_half_max": 0.145 + } + ] + }, + "B09": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Water Vapor", + "eo:bands": [ + { + "name": "B09", + "center_wavelength": 0.945, + "full_width_half_max": 0.026 + } + ] + }, + "B10": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Cirrus", + "eo:bands": [ + { + "name": "B10", + "common_name": "cirrus", + "center_wavelength": 1.3735, + "full_width_half_max": 0.075 + } + ] + }, + "B11": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "SWIR 1", + "eo:bands": [ + { + "name": "B11", + "common_name": "swir16", + "center_wavelength": 1.6137, + "full_width_half_max": 0.143 + } + ] + }, + "B12": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "SWIR 2", + "eo:bands": [ + { + "name": "B12", + "common_name": "swir22", + "center_wavelength": 2.22024, + "full_width_half_max": 0.242 + } + ] + }, + "B8A": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "NIR Narrow", + "eo:bands": [ + { + "name": "B8A", + "center_wavelength": 0.8648, + "full_width_half_max": 0.033 + } + ] + }, + "SAA": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "SAA", + "eo:bands": [ + { + "name": "SAA" + } + ] + }, + "SZA": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "SZA", + "eo:bands": [ + { + "name": "SZA" + } + ] + }, + "VAA": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "VAA", + "eo:bands": [ + { + "name": "VAA" + } + ] + }, + "VZA": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "VZA", + "eo:bands": [ + { + "name": "VZA" + } + ] + }, + "Fmask": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Fmask", + "eo:bands": [ + { + "name": "Fmask" + } + ] } - ], - "roles": [ - "data" - ], - "title": "Fmask" }, - "SZA": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "eo:bands": [ - { - "name": "SZA" + "msft:region": "westeurope", + "msft:group_id": "hls2", + "msft:container": "hls2", + "msft:storage_account": "hls2euwest", + "msft:short_description": "Harmonized Landsat Sentinel-2 (HLS) Version 2.0, Sentinel-2 Data", + "title": "Harmonized Landsat Sentinel-2 (HLS) Version 2.0, Sentinel-2 Data", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2020-01-01T00:00:00Z", + null + ] + ] } - ], - "roles": [ - "data" - ], - "title": "SZA" }, - "SAA": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "eo:bands": [ + "license": "proprietary", + "keywords": [ + "Sentinel", + "Landsat", + "HLS", + "Satellite", + "Global", + "Imagery" + ], + "providers": [ { - "name": "SAA" - } - ], - "roles": [ - "data" - ], - "title": "SAA" - }, - "VZA": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "eo:bands": [ + "name": "ESA", + "roles": [ + "producer" + ], + "url": "https://www.esa.int/Applications/Observing_the_Earth/Copernicus/Sentinel-2" + }, { - "name": "VZA" - } - ], - "roles": [ - "data" - ], - "title": "VZA" - }, - "VAA": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "eo:bands": [ + "name": "LP DAAC", + "roles": [ + "producer", + "licensor" + ], + "url": "https://doi.org/10.5067/HLS/HLSL30.002" + }, { - "name": "VAA" + "name": "Microsoft", + "roles": [ + "host" + ], + "url": "https://planetarycomputer.microsoft.com" } - ], - "roles": [ - "data" - ], - "title": "VAA" - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -90, - 180, - 90 + ], + "summaries": { + "gsd": [ + 30 + ], + "platform": [ + "Sentinel-2A", + "Sentinel-2B", + "Sentinel-2C" ] - ] }, - "temporal": { - "interval": [ - [ - "2020-01-01T00:00:00Z", - null - ] - ] + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/hls2-s30.webp", + "type": "image/webp", + "title": "HLS2 Sentinel Collection Thumbnail" + }, + "geoparquet-items": { + "href": "abfs://items/hls2-s30.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "W-MON" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } } - } } \ No newline at end of file diff --git a/datasets/hrea/description.md b/datasets/hrea/description.md new file mode 100644 index 000000000..c494da275 --- /dev/null +++ b/datasets/hrea/description.md @@ -0,0 +1,13 @@ +The [HREA](http://www-personal.umich.edu/~brianmin/HREA/index.html) project aims to provide open access to new indicators of electricity access and reliability across the world. Leveraging satellite imagery with computational methods, these high-resolution data provide new tools to track progress toward reliable and sustainable energy access across the world. + +This dataset includes settlement-level measures of electricity access, reliability, and usage for 89 nations, derived from nightly VIIRS satellite imagery. Specifically, this dataset provides the following annual values at country-level granularity: + +1. **Access**: Predicted likelihood that a settlement is electrified, based on night-by-night comparisons of each settlement against matched uninhabited areas over a calendar year. + +2. **Reliability**: Proportion of nights a settlement is statistically brighter than matched uninhabited areas. Areas with more frequent power outages or service interruptions have lower rates. + +3. **Usage**: Higher levels of brightness indicate more robust usage of outdoor lighting, which is highly correlated with overall energy consumption. + +4. **Nighttime Lights**: Annual composites of VIIRS nighttime light output. + +For more information and methodology, please visit the [HREA website](http://www-personal.umich.edu/~brianmin/HREA/index.html). diff --git a/datasets/hrea/template.json b/datasets/hrea/template.json new file mode 100644 index 000000000..2615a2979 --- /dev/null +++ b/datasets/hrea/template.json @@ -0,0 +1,151 @@ +{ + "type": "Collection", + "id": "hrea", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://creativecommons.org/licenses/by/4.0/", + "title": "CC BY 4.0" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/hrea", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/projection/v1.0.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], + "item_assets": { + "lightscore": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Probability of electrification" + }, + "light-composite": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Nighttime light annual composite" + }, + "night-proportion": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Proportion of nights a settlement is brighter than uninhabited areas" + }, + "estimated-brightness": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Estimated brightness levels" + } + }, + "msft:container": "hrea", + "msft:storage_account": "hreadatasa", + "msft:short_description": "Settlement-level measures of electricity access, reliability, and usage derived from VIIRS satellite imagery", + "msft:region": "westeurope", + "title": "HREA: High Resolution Electricity Access", + "extent": { + "spatial": { + "bbox": [ + [ + -117.413972, + -55.54235, + -53.092722, + 32.718434 + ], + [ + -25.361528, + -34.838027, + 50.759908, + 37.552639 + ], + [ + 34.957638, + -11.655904, + 157.037723, + 38.612083 + ], + [ + 155.392502, + -20.251178, + 172.171458, + 14.721388 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2012-12-31T00:00:00Z", + "2019-12-31T00:00:00Z" + ] + ] + } + }, + "license": "CC-BY-4.0", + "keywords": [ + "HREA", + "Electricity", + "VIIRS" + ], + "providers": [ + { + "name": "University of Michigan", + "roles": [ + "producer", + "licensor" + ], + "url": "http://www-personal.umich.edu/~brianmin/HREA/index.html/" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "gsd": [ + 30, + 460 + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/hrea.png", + "type": "image/png", + "title": "HREA", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/hrea.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": false + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } +} \ No newline at end of file diff --git a/datasets/io-biodiversity/collection/template.json b/datasets/io-biodiversity/collection/template.json index 7140de922..db3680cd6 100644 --- a/datasets/io-biodiversity/collection/template.json +++ b/datasets/io-biodiversity/collection/template.json @@ -1,10 +1,8 @@ { - "stac_version": "1.0.0", "type": "Collection", "id": "io-biodiversity", - "title": "Biodiversity Intactness", + "stac_version": "1.0.0", "description": "{{ collection.description }}", - "license": "CC-BY-4.0", "links": [ { "rel": "license", @@ -17,6 +15,12 @@ "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pdfs/io-biodiversity/Biodiversity_Intactness_whitepaper.pdf", "type": "application/pdf", "title": "Technical White Paper" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/io-biodiversity", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], "stac_extensions": [ @@ -24,14 +28,53 @@ "https://stac-extensions.github.io/raster/v1.0.0/schema.json", "https://stac-extensions.github.io/table/v1.2.0/schema.json" ], + "item_assets": { + "data": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Biodiversity Intactness", + "description": "Terrestrial biodiversity intactness at 100m resolution", + "raster:bands": [ + { + "sampling": "area", + "data_type": "float32", + "spatial_resolution": 100 + } + ] + } + }, + "msft:region": "westeurope", + "msft:container": "impact", + "msft:storage_account": "pcdata01euw", + "msft:short_description": "Global terrestrial biodiversity intactness at 100m resolution for years 2017-2020", + "title": "Biodiversity Intactness", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2017-01-01T00:00:00Z", + "2020-12-31T23:59:59Z" + ] + ] + } + }, + "license": "CC-BY-4.0", "keywords": [ "Global", "Biodiversity" ], - "msft:short_description": "Global terrestrial biodiversity intactness at 100m resolution for years 2017-2020", - "msft:storage_account": "pcdata01euw", - "msft:container": "impact", - "msft:region": "westeurope", "providers": [ { "name": "Impact Observatory", @@ -57,67 +100,30 @@ "url": "https://planetarycomputer.microsoft.com" } ], + "summaries": { + "version": [ + "v1" + ] + }, "assets": { "thumbnail": { - "title": "Biodiversity Intactness", "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/io-biodiversity-thumb.png", + "title": "Biodiversity Intactness", "media_type": "image/png" }, "geoparquet-items": { "href": "abfs://items/io-biodiversity.parquet", + "type": "application/x-parquet", "title": "GeoParquet STAC items", "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], + "msft:partition_info": { + "is_partitioned": false + }, "table:storage_options": { "account_name": "pcstacitems" }, - "msft:partition_info": { - "is_partitioned": false - } - } - }, - "summaries": { - "version": [ - "v1" - ] - }, - "item_assets": { - "data": { - "title": "Biodiversity Intactness", - "description": "Terrestrial biodiversity intactness at 100m resolution", - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "raster:bands": [ - { - "data_type": "float32", - "sampling": "area", - "spatial_resolution": 100 - } - ], "roles": [ - "data" - ] - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -90, - 180, - 90 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2017-01-01T00:00:00Z", - "2020-12-31T23:59:59Z" - ] + "stac-items" ] } } diff --git a/datasets/io-land-cover/collection/io-lulc-9-class/template.json b/datasets/io-land-cover/collection/io-lulc-9-class/template.json index 822eb9ecc..dd8229886 100644 --- a/datasets/io-land-cover/collection/io-lulc-9-class/template.json +++ b/datasets/io-land-cover/collection/io-lulc-9-class/template.json @@ -1,184 +1,190 @@ { - "stac_version": "1.0.0", - "type": "Collection", - "id": "io-lulc-9-class", - "title": "10m Annual Land Use Land Cover (9-class) V1", - "description": "{{ collection.description }}", - "license": "CC-BY-4.0", - "links": [ - { - "rel": "related", - "href": "https://livingatlas.arcgis.com/landcover/" - }, - { - "rel": "license", - "href": "https://creativecommons.org/licenses/by/4.0/", - "type": "text/html", - "title": "CC BY 4.0" - } - ], - "stac_extensions": [ - "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", - "https://stac-extensions.github.io/raster/v1.0.0/schema.json", - "https://stac-extensions.github.io/label/v1.0.0/schema.json", - "https://stac-extensions.github.io/file/v2.1.0/schema.json", - "https://stac-extensions.github.io/table/v1.2.0/schema.json" - ], - "keywords": [ - "Global", - "Land Cover", - "Land Use", - "Sentinel" - ], - "msft:short_description": "Global land cover information with 9 classes for 2017-2022 at 10m resolution", - "msft:storage_account": "ai4edataeuwest", - "msft:container": "io-lulc", - "msft:region": "westeurope", - "msft:group_id": "io-land-cover", - "providers": [ - { - "name": "Esri", - "roles": [ - "licensor" - ], - "url": "https://www.esri.com/" - }, - { - "name": "Impact Observatory", - "roles": [ - "processor", - "producer", - "licensor" - ], - "url": "https://www.impactobservatory.com/" - }, - { - "name": "Microsoft", - "roles": [ - "host" - ], - "url": "https://planetarycomputer.microsoft.com" - } - ], - "assets": { - "thumbnail": { - "title": "10m Annual Land Use Land Cover (9-class)", - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/io-lulc-9-class.png", - "media_type": "image/png" - }, - "geoparquet-items": { - "href": "abfs://items/io-lulc-9-class.parquet", - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "table:storage_options": { - "account_name": "pcstacitems" - }, - "msft:partition_info": { - "is_partitioned": false - } - } - }, - "summaries": { - "raster:bands": [ - { - "nodata": 0, - "spatial_resolution": 10 - } - ] - }, - "item_assets": { - "data": { - "title": "Global land cover data", - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "roles": [ - "data" - ], - "file:values": [ - { - "values": [ - 0 - ], - "summary": "No Data" - }, - { - "values": [ - 1 - ], - "summary": "Water" - }, - { - "values": [ - 2 - ], - "summary": "Trees" - }, - { - "values": [ - 4 - ], - "summary": "Flooded vegetation" - }, + "type": "Collection", + "id": "io-lulc-9-class", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ { - "values": [ - 5 - ], - "summary": "Crops" + "rel": "related", + "href": "https://livingatlas.arcgis.com/landcover/" }, { - "values": [ - 7 - ], - "summary": "Built area" + "rel": "license", + "href": "https://creativecommons.org/licenses/by/4.0/", + "type": "text/html", + "title": "CC BY 4.0" }, { - "values": [ - 8 - ], - "summary": "Bare ground" + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/io-lulc-9-class", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/raster/v1.0.0/schema.json", + "https://stac-extensions.github.io/label/v1.0.0/schema.json", + "https://stac-extensions.github.io/file/v2.1.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], + "item_assets": { + "data": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Global land cover data", + "file:values": [ + { + "values": [ + 0 + ], + "summary": "No Data" + }, + { + "values": [ + 1 + ], + "summary": "Water" + }, + { + "values": [ + 2 + ], + "summary": "Trees" + }, + { + "values": [ + 4 + ], + "summary": "Flooded vegetation" + }, + { + "values": [ + 5 + ], + "summary": "Crops" + }, + { + "values": [ + 7 + ], + "summary": "Built area" + }, + { + "values": [ + 8 + ], + "summary": "Bare ground" + }, + { + "values": [ + 9 + ], + "summary": "Snow/ice" + }, + { + "values": [ + 10 + ], + "summary": "Clouds" + }, + { + "values": [ + 11 + ], + "summary": "Rangeland" + } + ] + } + }, + "msft:region": "westeurope", + "msft:group_id": "io-land-cover", + "msft:container": "io-lulc", + "msft:storage_account": "ai4edataeuwest", + "msft:short_description": "Global land cover information with 9 classes for 2017-2022 at 10m resolution", + "title": "10m Annual Land Use Land Cover (9-class) V1", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] + ] }, + "temporal": { + "interval": [ + [ + "2017-01-01T00:00:00Z", + "2023-01-01T00:00:00Z" + ] + ] + } + }, + "license": "CC-BY-4.0", + "keywords": [ + "Global", + "Land Cover", + "Land Use", + "Sentinel" + ], + "providers": [ { - "values": [ - 9 - ], - "summary": "Snow/ice" + "name": "Esri", + "roles": [ + "licensor" + ], + "url": "https://www.esri.com/" }, { - "values": [ - 10 - ], - "summary": "Clouds" + "name": "Impact Observatory", + "roles": [ + "processor", + "producer", + "licensor" + ], + "url": "https://www.impactobservatory.com/" }, { - "values": [ - 11 - ], - "summary": "Rangeland" + "name": "Microsoft", + "roles": [ + "host" + ], + "url": "https://planetarycomputer.microsoft.com" } - ] - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -90, - 180, - 90 + ], + "summaries": { + "raster:bands": [ + { + "nodata": 0, + "spatial_resolution": 10 + } ] - ] }, - "temporal": { - "interval": [ - [ - "2017-01-01T00:00:00Z", - "2023-01-01T00:00:00Z" - ] - ] + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/io-lulc-9-class.png", + "title": "10m Annual Land Use Land Cover (9-class)", + "media_type": "image/png" + }, + "geoparquet-items": { + "href": "abfs://items/io-lulc-9-class.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": false + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } } - } } \ No newline at end of file diff --git a/datasets/io-land-cover/collection/io-lulc-annual-v02/template.json b/datasets/io-land-cover/collection/io-lulc-annual-v02/template.json index 4ca9a0cb2..f25446c00 100644 --- a/datasets/io-land-cover/collection/io-lulc-annual-v02/template.json +++ b/datasets/io-land-cover/collection/io-lulc-annual-v02/template.json @@ -1,184 +1,190 @@ { - "stac_version": "1.0.0", - "type": "Collection", - "id": "io-lulc-annual-v02", - "title": "10m Annual Land Use Land Cover (9-class) V2", - "description": "{{ collection.description }}", - "license": "CC-BY-4.0", - "links": [ - { - "rel": "related", - "href": "https://livingatlas.arcgis.com/landcover/" - }, - { - "rel": "license", - "href": "https://creativecommons.org/licenses/by/4.0/", - "type": "text/html", - "title": "CC BY 4.0" - } - ], - "stac_extensions": [ - "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", - "https://stac-extensions.github.io/raster/v1.0.0/schema.json", - "https://stac-extensions.github.io/label/v1.0.0/schema.json", - "https://stac-extensions.github.io/file/v2.1.0/schema.json", - "https://stac-extensions.github.io/table/v1.2.0/schema.json" - ], - "keywords": [ - "Global", - "Land Cover", - "Land Use", - "Sentinel" - ], - "msft:short_description": "Global land cover information with 9 classes for 2017-2023 at 10m resolution", - "msft:storage_account": "ai4edataeuwest", - "msft:container": "io-lulc", - "msft:region": "westeurope", - "msft:group_id": "io-land-cover", - "providers": [ - { - "name": "Esri", - "roles": [ - "licensor" - ], - "url": "https://www.esri.com/" - }, - { - "name": "Impact Observatory", - "roles": [ - "processor", - "producer", - "licensor" - ], - "url": "https://www.impactobservatory.com/" - }, - { - "name": "Microsoft", - "roles": [ - "host" - ], - "url": "https://planetarycomputer.microsoft.com" - } - ], - "assets": { - "thumbnail": { - "title": "10m Annual Land Use Land Cover (9-class)", - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/io-lulc-annual-v02.png", - "media_type": "image/png" - }, - "geoparquet-items": { - "href": "abfs://items/io-lulc-annual-v02.parquet", - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "table:storage_options": { - "account_name": "pcstacitems" - }, - "msft:partition_info": { - "is_partitioned": false - } - } - }, - "summaries": { - "raster:bands": [ - { - "nodata": 0, - "spatial_resolution": 10 - } - ] - }, - "item_assets": { - "data": { - "title": "Global land cover data", - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "roles": [ - "data" - ], - "file:values": [ - { - "values": [ - 0 - ], - "summary": "No Data" - }, - { - "values": [ - 1 - ], - "summary": "Water" - }, - { - "values": [ - 2 - ], - "summary": "Trees" - }, - { - "values": [ - 4 - ], - "summary": "Flooded vegetation" - }, + "type": "Collection", + "id": "io-lulc-annual-v02", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ { - "values": [ - 5 - ], - "summary": "Crops" + "rel": "related", + "href": "https://livingatlas.arcgis.com/landcover/" }, { - "values": [ - 7 - ], - "summary": "Built area" + "rel": "license", + "href": "https://creativecommons.org/licenses/by/4.0/", + "type": "text/html", + "title": "CC BY 4.0" }, { - "values": [ - 8 - ], - "summary": "Bare ground" + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/io-lulc-annual-v02", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/raster/v1.0.0/schema.json", + "https://stac-extensions.github.io/label/v1.0.0/schema.json", + "https://stac-extensions.github.io/file/v2.1.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], + "item_assets": { + "data": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Global land cover data", + "file:values": [ + { + "values": [ + 0 + ], + "summary": "No Data" + }, + { + "values": [ + 1 + ], + "summary": "Water" + }, + { + "values": [ + 2 + ], + "summary": "Trees" + }, + { + "values": [ + 4 + ], + "summary": "Flooded vegetation" + }, + { + "values": [ + 5 + ], + "summary": "Crops" + }, + { + "values": [ + 7 + ], + "summary": "Built area" + }, + { + "values": [ + 8 + ], + "summary": "Bare ground" + }, + { + "values": [ + 9 + ], + "summary": "Snow/ice" + }, + { + "values": [ + 10 + ], + "summary": "Clouds" + }, + { + "values": [ + 11 + ], + "summary": "Rangeland" + } + ] + } + }, + "msft:region": "westeurope", + "msft:group_id": "io-land-cover", + "msft:container": "io-lulc", + "msft:storage_account": "ai4edataeuwest", + "msft:short_description": "Global land cover information with 9 classes for 2017-2023 at 10m resolution", + "title": "10m Annual Land Use Land Cover (9-class) V2", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] + ] }, + "temporal": { + "interval": [ + [ + "2017-01-01T00:00:00Z", + "2024-01-01T00:00:00Z" + ] + ] + } + }, + "license": "CC-BY-4.0", + "keywords": [ + "Global", + "Land Cover", + "Land Use", + "Sentinel" + ], + "providers": [ { - "values": [ - 9 - ], - "summary": "Snow/ice" + "name": "Esri", + "roles": [ + "licensor" + ], + "url": "https://www.esri.com/" }, { - "values": [ - 10 - ], - "summary": "Clouds" + "name": "Impact Observatory", + "roles": [ + "processor", + "producer", + "licensor" + ], + "url": "https://www.impactobservatory.com/" }, { - "values": [ - 11 - ], - "summary": "Rangeland" + "name": "Microsoft", + "roles": [ + "host" + ], + "url": "https://planetarycomputer.microsoft.com" } - ] - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -90, - 180, - 90 + ], + "summaries": { + "raster:bands": [ + { + "nodata": 0, + "spatial_resolution": 10 + } ] - ] }, - "temporal": { - "interval": [ - [ - "2017-01-01T00:00:00Z", - "2024-01-01T00:00:00Z" - ] - ] + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/io-lulc-annual-v02.png", + "title": "10m Annual Land Use Land Cover (9-class)", + "media_type": "image/png" + }, + "geoparquet-items": { + "href": "abfs://items/io-lulc-annual-v02.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": false + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } } - } } \ No newline at end of file diff --git a/datasets/io-land-cover/collection/io-lulc/template.json b/datasets/io-land-cover/collection/io-lulc/template.json index 70afd2280..8abfd2003 100644 --- a/datasets/io-land-cover/collection/io-lulc/template.json +++ b/datasets/io-land-cover/collection/io-lulc/template.json @@ -1,208 +1,214 @@ { - "stac_version": "1.0.0", - "type": "Collection", - "id": "io-lulc", - "title": "Esri 10-Meter Land Cover (10-class)", - "description": "{{ collection.description }}", - "license": "CC-BY-4.0", - "links": [ - { - "rel": "related", - "href": "https://livingatlas.arcgis.com/landcover/" - }, - { - "rel": "license", - "href": "https://creativecommons.org/licenses/by/4.0/", - "type": "text/html", - "title": "CC BY 4.0" - } - ], - "stac_extensions": [ - "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", - "https://stac-extensions.github.io/raster/v1.0.0/schema.json", - "https://stac-extensions.github.io/label/v1.0.0/schema.json", - "https://stac-extensions.github.io/file/v2.1.0/schema.json", - "https://stac-extensions.github.io/table/v1.2.0/schema.json" - ], - "keywords": [ - "Global", - "Land Cover", - "Land Use", - "Sentinel" - ], - "msft:short_description": "Global land cover information for 2020 at 10m resolution", - "msft:storage_account": "ai4edataeuwest", - "msft:container": "io-lulc", - "msft:region": "westeurope", - "msft:group_id": "io-land-cover", - "providers": [ - { - "name": "Esri", - "roles": [ - "licensor" - ], - "url": "https://www.esri.com/" - }, - { - "name": "Impact Observatory", - "roles": [ - "processor", - "producer", - "licensor" - ], - "url": "https://www.impactobservatory.com/" - }, - { - "name": "Microsoft", - "roles": [ - "host" - ], - "url": "https://planetarycomputer.microsoft.com" - } - ], - "assets": { - "thumbnail": { - "title": "Esri 10-Meter Land Cover", - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/io-lulc.png", - "media_type": "image/png" - }, - "geoparquet-items": { - "href": "abfs://items/io-lulc.parquet", - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "table:storage_options": { - "account_name": "pcstacitems" - }, - "msft:partition_info": { - "is_partitioned": false - } - } - }, - "summaries": { - "raster:bands": [ - { - "nodata": 0, - "spatial_resolution": 10 - } - ], - "label:classes": [ - { - "classes": [ - "nodata", - "water", - "trees", - "grass", - "flooded veg", - "crops", - "scrub", - "built area", - "bare", - "snow/ice", - "clouds" - ], - "name": "" - } - ] - }, - "item_assets": { - "data": { - "title": "Global land cover data", - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "roles": [ - "data" - ], - "file:values": [ - { - "values": [ - 0 - ], - "summary": "No Data" - }, - { - "values": [ - 1 - ], - "summary": "Water" - }, - { - "values": [ - 2 - ], - "summary": "Trees" - }, - { - "values": [ - 3 - ], - "summary": "Grass" - }, + "type": "Collection", + "id": "io-lulc", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ { - "values": [ - 4 - ], - "summary": "Flooded vegetation" + "rel": "related", + "href": "https://livingatlas.arcgis.com/landcover/" }, { - "values": [ - 5 - ], - "summary": "Crops" + "rel": "license", + "href": "https://creativecommons.org/licenses/by/4.0/", + "type": "text/html", + "title": "CC BY 4.0" }, { - "values": [ - 6 - ], - "summary": "Scrub/shrub" - }, - { - "values": [ - 7 - ], - "summary": "Built area" + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/io-lulc", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/raster/v1.0.0/schema.json", + "https://stac-extensions.github.io/label/v1.0.0/schema.json", + "https://stac-extensions.github.io/file/v2.1.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], + "item_assets": { + "data": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Global land cover data", + "file:values": [ + { + "values": [ + 0 + ], + "summary": "No Data" + }, + { + "values": [ + 1 + ], + "summary": "Water" + }, + { + "values": [ + 2 + ], + "summary": "Trees" + }, + { + "values": [ + 3 + ], + "summary": "Grass" + }, + { + "values": [ + 4 + ], + "summary": "Flooded vegetation" + }, + { + "values": [ + 5 + ], + "summary": "Crops" + }, + { + "values": [ + 6 + ], + "summary": "Scrub/shrub" + }, + { + "values": [ + 7 + ], + "summary": "Built area" + }, + { + "values": [ + 8 + ], + "summary": "Bare ground" + }, + { + "values": [ + 9 + ], + "summary": "Snow/ice" + }, + { + "values": [ + 10 + ], + "summary": "Clouds" + } + ] + } + }, + "msft:group_id": "io-land-cover", + "msft:container": "io-lulc", + "msft:storage_account": "ai4edataeuwest", + "msft:short_description": "Global land cover information for 2020 at 10m resolution", + "msft:region": "westeurope", + "title": "Esri 10-Meter Land Cover (10-class)", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] + ] }, + "temporal": { + "interval": [ + [ + "2017-01-01T00:00:00Z", + "2021-01-01T00:00:00Z" + ] + ] + } + }, + "license": "CC-BY-4.0", + "keywords": [ + "Global", + "Land Cover", + "Land Use", + "Sentinel" + ], + "providers": [ { - "values": [ - 8 - ], - "summary": "Bare ground" + "name": "Esri", + "roles": [ + "licensor" + ], + "url": "https://www.esri.com/" }, { - "values": [ - 9 - ], - "summary": "Snow/ice" + "name": "Impact Observatory", + "roles": [ + "processor", + "producer", + "licensor" + ], + "url": "https://www.impactobservatory.com/" }, { - "values": [ - 10 - ], - "summary": "Clouds" + "name": "Microsoft", + "roles": [ + "host" + ], + "url": "https://planetarycomputer.microsoft.com" } - ] - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -90, - 180, - 90 + ], + "summaries": { + "raster:bands": [ + { + "nodata": 0, + "spatial_resolution": 10 + } + ], + "label:classes": [ + { + "name": "", + "classes": [ + "nodata", + "water", + "trees", + "grass", + "flooded veg", + "crops", + "scrub", + "built area", + "bare", + "snow/ice", + "clouds" + ] + } ] - ] }, - "temporal": { - "interval": [ - [ - "2017-01-01T00:00:00Z", - "2021-01-01T00:00:00Z" - ] - ] + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/io-lulc.png", + "title": "Esri 10-Meter Land Cover", + "media_type": "image/png" + }, + "geoparquet-items": { + "href": "abfs://items/io-lulc.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": false + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } } - } } \ No newline at end of file diff --git a/datasets/jrc-gsw/description.md b/datasets/jrc-gsw/description.md new file mode 100644 index 000000000..e4617bde9 --- /dev/null +++ b/datasets/jrc-gsw/description.md @@ -0,0 +1 @@ +Global surface water products from the European Commission Joint Research Centre, based on Landsat 5, 7, and 8 imagery. Layers in this collection describe the occurrence, change, and seasonality of surface water from 1984-2020. Complete documentation for each layer is available in the [Data Users Guide](https://storage.cloud.google.com/global-surface-water/downloads_ancillary/DataUsersGuidev2020.pdf). diff --git a/datasets/jrc-gsw/template.json b/datasets/jrc-gsw/template.json new file mode 100644 index 000000000..76cf0fe86 --- /dev/null +++ b/datasets/jrc-gsw/template.json @@ -0,0 +1,244 @@ +{ + "type": "Collection", + "id": "jrc-gsw", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "cite-as", + "href": "https://doi.org/10.1038/nature20584" + }, + { + "rel": "license", + "href": "https://www.copernicus.eu/en/about-copernicus/international-cooperation", + "title": "Copernicus Open Access Policy" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/jrc-gsw", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/file/v2.1.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], + "sci:doi": "10.1038/nature20584", + "item_assets": { + "change": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Occurrence Change Intensity", + "description": "Change in water occurrence between the two periods (1984-1999) and (2000-2020)" + }, + "extent": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Maximum Water Extent", + "description": "Binary indicator of whether water was ever present (from 1984-2020)", + "file:values": [ + { + "values": [ + 0 + ], + "summary": "Not water" + }, + { + "values": [ + 1 + ], + "summary": "Water" + } + ] + }, + "occurrence": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Occurrence", + "description": "Frequency with which water was present from March 1984 to December 2020" + }, + "recurrence": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Recurrence", + "description": "Frequency with which water returns from year to year" + }, + "seasonality": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Seasonality", + "description": "Number of months that water was present from January 2020 to December 2020" + }, + "transitions": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Transitions", + "description": "Categorical change in surface water status from 1984 to 2020", + "file:values": [ + { + "values": [ + 1 + ], + "summary": "Permanent" + }, + { + "values": [ + 2 + ], + "summary": "New permanent" + }, + { + "values": [ + 3 + ], + "summary": "Lost permanent" + }, + { + "values": [ + 4 + ], + "summary": "Seasonal" + }, + { + "values": [ + 5 + ], + "summary": "New seasonal" + }, + { + "values": [ + 6 + ], + "summary": "Lost seasonal" + }, + { + "values": [ + 7 + ], + "summary": "Seasonal to permanent" + }, + { + "values": [ + 8 + ], + "summary": "Permanent to seasonal" + }, + { + "values": [ + 9 + ], + "summary": "Ephemeral permanent" + }, + { + "values": [ + 10 + ], + "summary": "Ephemeral seasonal" + } + ] + } + }, + "sci:citation": "Jean-Francois Pekel, Andrew Cottam, Noel Gorelick, Alan S. Belward, High-resolution mapping of global surface water and its long-term changes. Nature 540, 418-422 (2016)", + "msft:container": "jrc-gsw", + "msft:storage_account": "ai4edataeuwest", + "msft:short_description": "Global surface water distribution and dynamics from 1984 to 2020", + "msft:region": "westeurope", + "title": "JRC Global Surface Water", + "extent": { + "spatial": { + "bbox": [ + [ + -180.0, + -56.0, + 180.0, + 78.0 + ] + ] + }, + "temporal": { + "interval": [ + [ + "1984-03-01T00:00:00Z", + "2020-12-31T11:59:59Z" + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "Global", + "Water", + "Landsat" + ], + "providers": [ + { + "name": "European Commission Joint Research Centre", + "roles": [ + "producer", + "processor" + ], + "url": "https://global-surface-water.appspot.com/" + }, + { + "name": "Google", + "roles": [ + "producer" + ], + "url": "https://developers.google.com/earth-engine/datasets/tags/jrc" + }, + { + "name": "Microsoft", + "roles": [ + "processor", + "host" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "assets": { + "guide": { + "href": "https://storage.cloud.google.com/global-surface-water/downloads_ancillary/DataUsersGuidev2020.pdf", + "type": "application/pdf", + "title": "Users Guide", + "description": "Data users guide and description of the JRC GSW datasets", + "roles": [ + "metadata" + ] + }, + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/jrc-gsw.png", + "title": "European Commission Joint Research Centre - Global Surface Water", + "media_type": "image/png" + }, + "geoparquet-items": { + "href": "abfs://items/jrc-gsw.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": false + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } +} \ No newline at end of file diff --git a/datasets/kaza-hydroforecast/collection/description.md b/datasets/kaza-hydroforecast/collection/description.md new file mode 100644 index 000000000..e968564b9 --- /dev/null +++ b/datasets/kaza-hydroforecast/collection/description.md @@ -0,0 +1,31 @@ +This dataset is a daily updated set of HydroForecast seasonal river flow forecasts at six locations in the Kwando and Upper Zambezi river basins. More details about the locations, project context, and to interactively view current and previous forecasts, visit our [public website](https://dashboard.hydroforecast.com/public/wwf-kaza). + +## Flow forecast dataset and model description + +[HydroForecast](https://www.upstream.tech/hydroforecast) is a theory-guided machine learning hydrologic model that predicts streamflow in basins across the world. For the Kwando and Upper Zambezi, HydroForecast makes daily predictions of streamflow rates using a [seasonal analog approach](https://support.upstream.tech/article/125-seasonal-analog-model-a-technical-overview). The model's output is probabilistic and the mean, median and a range of quantiles are available at each forecast step. + +The underlying model has the following attributes: + +* Timestep: 10 days +* Horizon: 10 to 180 days +* Update frequency: daily +* Units: cubic meters per second (m³/s) + +## Site details + +The model produces output for six locations in the Kwando and Upper Zambezi river basins. + +* Upper Zambezi sites + * Zambezi at Chavuma + * Luanginga at Kalabo +* Kwando basin sites + * Kwando at Kongola -- total basin flows + * Kwando Sub-basin 1 + * Kwando Sub-basin 2 + * Kwando Sub-basin 3 + * Kwando Sub-basin 4 + * Kwando Kongola Sub-basin + +## STAC metadata + +There is one STAC item per location. Each STAC item has a single asset linking to a Parquet file in Azure Blob Storage. \ No newline at end of file diff --git a/datasets/kaza-hydroforecast/collection/template.json b/datasets/kaza-hydroforecast/collection/template.json new file mode 100644 index 000000000..cf9fa19fc --- /dev/null +++ b/datasets/kaza-hydroforecast/collection/template.json @@ -0,0 +1,222 @@ +{ + "type": "Collection", + "id": "kaza-hydroforecast", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://cdla.dev/sharing-1-0/", + "type": "text/html", + "title": "Community Data License Agreement \u2013 Sharing, Version 1.0" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/kaza-hydroforecast", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json" + ], + "version": "1.0.0", + "item_assets": { + "data": { + "type": "application/x-parquet", + "roles": [ + "data" + ], + "title": "Forecast Data", + "description": "All seasonal river flow forecasts for a specific forecast site, produced by Upstream Tech's HydroForecast model" + } + }, + "table:columns": [ + { + "name": "initialization_time", + "type": "timestamp", + "description": "The initial timestamp in the forecast model which created this forecast step. All rows with the same initialization time are part of the same \"forecast\" and are produced at the same time." + }, + { + "name": "valid_time", + "type": "timestamp", + "description": "The point in time this forecast step is predicting. valid_time = initialization_time + lead_time_hours. The discharge values in this row are the average rate from this time (inclusive) until the next valid time (exclusive)." + }, + { + "name": "lead_time_hours", + "type": "int64", + "description": "The number of hours ahead of the initialization time this forecast step is predicting." + }, + { + "name": "discharge_mean", + "type": "double", + "description": "The mean of the probabilistic streamflow prediction, as an average rate across the forecast step in m\u00b3/s." + }, + { + "name": "discharge_median", + "type": "double", + "description": "The median of the probabilistic streamflow prediction, as an average rate across the forecast step in m\u00b3/s." + }, + { + "name": "discharge_q0.01", + "type": "double", + "description": "The quantile 0.01 of the probabilistic streamflow prediction, as an average rate across the forecast step in m\u00b3/s." + }, + { + "name": "discharge_q0.025", + "type": "double", + "description": "The quantile 0.025 of the probabilistic streamflow prediction, as an average rate across the forecast step in m\u00b3/s." + }, + { + "name": "discharge_q0.05", + "type": "double", + "description": "The quantile 0.05 of the probabilistic streamflow prediction, as an average rate across the forecast step in m\u00b3/s." + }, + { + "name": "discharge_q0.1", + "type": "double", + "description": "The quantile 0.1 of the probabilistic streamflow prediction, as an average rate across the forecast step in m\u00b3/s." + }, + { + "name": "discharge_q0.25", + "type": "double", + "description": "The quantile 0.25 of the probabilistic streamflow prediction, as an average rate across the forecast step in m\u00b3/s." + }, + { + "name": "discharge_q0.5", + "type": "double", + "description": "The quantile 0.5 of the probabilistic streamflow prediction, as an average rate across the forecast step in m\u00b3/s." + }, + { + "name": "discharge_q0.75", + "type": "double", + "description": "The quantile 0.75 of the probabilistic streamflow prediction, as an average rate across the forecast step in m\u00b3/s." + }, + { + "name": "discharge_q0.9", + "type": "double", + "description": "The quantile 0.9 of the probabilistic streamflow prediction, as an average rate across the forecast step in m\u00b3/s." + }, + { + "name": "discharge_q0.95", + "type": "double", + "description": "The quantile 0.95 of the probabilistic streamflow prediction, as an average rate across the forecast step in m\u00b3/s." + }, + { + "name": "discharge_q0.975", + "type": "double", + "description": "The quantile 0.975 of the probabilistic streamflow prediction, as an average rate across the forecast step in m\u00b3/s." + }, + { + "name": "discharge_q0.99", + "type": "double", + "description": "The quantile 0.99 of the probabilistic streamflow prediction, as an average rate across the forecast step in m\u00b3/s." + } + ], + "msft:container": "hydroforecast", + "msft:storage_account": "ai4edataeuwest", + "msft:short_description": "Seasonal river flow forecasts for the Kwando and Upper Zambezi rivers in the KAZA region of Africa, produced by Upstream Tech's HydroForecast model.", + "msft:region": "westeurope", + "title": "HydroForecast - Kwando & Upper Zambezi Rivers", + "extent": { + "spatial": { + "bbox": [ + [ + 21.04494, + -17.792517, + 23.343421, + -13.08062 + ], + [ + 23.343421, + -17.792517, + 23.343421, + -17.792517 + ], + [ + 23.343421, + -17.792517, + 23.343421, + -17.792517 + ], + [ + 21.04494, + -15.13158, + 21.04494, + -15.13158 + ], + [ + 21.80157, + -16.01209, + 21.80157, + -16.01209 + ], + [ + 22.91715, + -17.38856, + 22.91715, + -17.38856 + ], + [ + 23.00610530305009, + -17.347398048598034, + 23.00610530305009, + -17.347398048598034 + ], + [ + 22.669092, + -14.971843, + 22.669092, + -14.971843 + ], + [ + 22.675487, + -13.08062, + 22.675487, + -13.08062 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2022-01-01T00:00:00Z", + null + ] + ] + } + }, + "license": "CDLA-Sharing-1.0", + "keywords": [ + "Water", + "HydroForecast", + "Streamflow", + "Hydrology", + "Upstream Tech" + ], + "providers": [ + { + "name": "Upstream Tech", + "roles": [ + "producer", + "processor", + "licensor" + ], + "url": "https://www.upstream.tech" + }, + { + "name": "Microsoft", + "roles": [ + "host" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/kaza-hydroforecast-thumbnail.png", + "type": "image/png", + "title": "Thumbnail" + } + } +} \ No newline at end of file diff --git a/datasets/landsat/collection/landsat-c2-l1/template.json b/datasets/landsat/collection/landsat-c2-l1/template.json index 6c2e70b53..35cb3726b 100644 --- a/datasets/landsat/collection/landsat-c2-l1/template.json +++ b/datasets/landsat/collection/landsat-c2-l1/template.json @@ -1,553 +1,559 @@ { - "stac_version": "1.0.0", - "type": "Collection", - "id": "landsat-c2-l1", - "title": "Landsat Collection 2 Level-1", - "description": "{{ collection.description }}", - "license": "proprietary", - "links": [ - { - "rel": "cite-as", - "href": "https://doi.org/10.5066/P9AF14YV", - "title": "Landsat 1-5 MSS Collection 2 Level-1" - }, - { - "rel": "license", - "href": "https://www.usgs.gov/core-science-systems/hdds/data-policy", - "title": "Public Domain" - } - ], - "stac_extensions": [ - "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", - "https://stac-extensions.github.io/view/v1.0.0/schema.json", - "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", - "https://stac-extensions.github.io/raster/v1.0.0/schema.json", - "https://stac-extensions.github.io/eo/v1.0.0/schema.json", - "https://stac-extensions.github.io/table/v1.2.0/schema.json" - ], - "keywords": [ - "Landsat", - "USGS", - "NASA", - "Satellite", - "Global", - "Imagery" - ], - "msft:short_description": "Landsat Collection 2 Level-1 data from the Multispectral Scanner System (MSS) onboard Landsat 1 through Landsat 5.", - "msft:storage_account": "landsateuwest", - "msft:container": "landsat-c2", - "msft:group_id": "landsat", - "msft:region": "westeurope", - "providers": [ - { - "name": "NASA", - "roles": [ - "producer", - "licensor" - ], - "url": "https://landsat.gsfc.nasa.gov/" - }, - { - "name": "USGS", - "roles": [ - "producer", - "processor", - "licensor" - ], - "url": "https://www.usgs.gov/landsat-missions/landsat-collection-2-level-1-data" - }, - { - "name": "Microsoft", - "roles": [ - "host" - ], - "url": "https://planetarycomputer.microsoft.com" - } - ], - "assets": { - "thumbnail": { - "title": "Landsat Collection 2 Level-1 thumbnail", - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/landsat-c2-l1-thumb.png", - "type": "image/png", - "roles": [ - "thumbnail" - ] - }, - "geoparquet-items": { - "href": "abfs://items/landsat-c2-l1.parquet", - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "table:storage_options": { - "account_name": "pcstacitems" - }, - "msft:partition_info": { - "is_partitioned": true, - "partition_frequency": "MS" - } - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180.0, - -90.0, - 180.0, - 90.0 - ] - ] - }, - "temporal": { - "interval": [ - [ - "1972-07-25T00:00:00Z", - "2013-01-07T23:23:59Z" - ] - ] - } - }, - "summaries": { - "platform": [ - "landsat-1", - "landsat-2", - "landsat-3", - "landsat-4", - "landsat-5" - ], - "instruments": [ - "mss" - ], - "gsd": [ - 79 - ], - "view:off_nadir": [ - 0 - ], - "sci:doi": [ - "10.5066/P9AF14YV" - ], - "eo:bands": [ - { - "name": "B4", - "common_name": "green", - "description": "Visible green (Landsat 1-3 Band B4)", - "center_wavelength": 0.55, - "full_width_half_max": 0.1 - }, - { - "name": "B5", - "common_name": "red", - "description": "Visible red (Landsat 1-3 Band B5)", - "center_wavelength": 0.65, - "full_width_half_max": 0.1 - }, - { - "name": "B6", - "common_name": "nir08", - "description": "Near infrared (Landsat 1-3 Band B6)", - "center_wavelength": 0.75, - "full_width_half_max": 0.1 - }, - { - "name": "B7", - "common_name": "nir09", - "description": "Near infrared (Landsat 1-3 Band B7)", - "center_wavelength": 0.95, - "full_width_half_max": 0.3 - }, - { - "name": "B1", - "common_name": "green", - "description": "Visible green (Landsat 4-5 Band B1)", - "center_wavelength": 0.55, - "full_width_half_max": 0.1 - }, - { - "name": "B2", - "common_name": "red", - "description": "Visible red (Landsat 4-5 Band B2)", - "center_wavelength": 0.65, - "full_width_half_max": 0.1 - }, - { - "name": "B3", - "common_name": "nir08", - "description": "Near infrared (Landsat 4-5 Band B3)", - "center_wavelength": 0.75, - "full_width_half_max": 0.1 - }, - { - "name": "B4", - "common_name": "nir09", - "description": "Near infrared (Landsat 4-5 Band B4)", - "center_wavelength": 0.95, - "full_width_half_max": 0.3 - } - ] - }, - "item_assets": { - "mtl.json": { - "type": "application/json", - "title": "Product Metadata File (json)", - "description": "Collection 2 Level-1 Product Metadata File (json)", - "roles": [ - "metadata" - ] - }, - "mtl.txt": { - "type": "text/plain", - "title": "Product Metadata File (txt)", - "description": "Collection 2 Level-1 Product Metadata File (txt)", - "roles": [ - "metadata" - ] - }, - "mtl.xml": { - "type": "application/xml", - "title": "Product Metadata File (xml)", - "description": "Collection 2 Level-1 Product Metadata File (xml)", - "roles": [ - "metadata" - ] - }, - "qa_pixel": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Pixel Quality Assessment Band", - "description": "Collection 2 Level-1 Pixel Quality Assessment Band (QA_PIXEL)", - "classification:bitfields": [ + "type": "Collection", + "id": "landsat-c2-l1", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ { - "name": "fill", - "description": "Image or fill data", - "offset": 0, - "length": 1, - "classes": [ - { - "value": 0, - "name": "not_fill", - "description": "Image data" - }, - { - "value": 1, - "name": "fill", - "description": "Fill data" - } - ] + "rel": "cite-as", + "href": "https://doi.org/10.5066/P9AF14YV", + "title": "Landsat 1-5 MSS Collection 2 Level-1" }, { - "name": "cloud", - "description": "Cloud mask", - "offset": 3, - "length": 1, - "classes": [ - { - "value": 0, - "name": "not_cloud", - "description": "Cloud confidence is not high" - }, - { - "value": 1, - "name": "cloud", - "description": "High confidence cloud" - } - ] + "rel": "license", + "href": "https://www.usgs.gov/core-science-systems/hdds/data-policy", + "title": "Public Domain" }, { - "name": "cloud_confidence", - "description": "Cloud confidence levels", - "offset": 8, - "length": 2, - "classes": [ - { - "value": 0, - "name": "not_set", - "description": "No confidence level set" - }, - { - "value": 1, - "name": "low", - "description": "Low confidence cloud" - }, - { - "value": 2, - "name": "reserved", - "description": "Reserved - value not used" - }, - { - "value": 3, - "name": "high", - "description": "High confidence cloud" - } - ] + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/landsat-c2-l1", + "type": "text/html", + "title": "Human readable dataset overview and reference" } - ], - "raster:bands": [ - { - "nodata": 1, - "data_type": "uint16", - "spatial_resolution": 60, - "unit": "bit index" + ], + "stac_extensions": [ + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/view/v1.0.0/schema.json", + "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", + "https://stac-extensions.github.io/raster/v1.0.0/schema.json", + "https://stac-extensions.github.io/eo/v1.0.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], + "item_assets": { + "red": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Red Band", + "eo:bands": [ + { + "common_name": "red", + "description": "Visible red", + "center_wavelength": 0.65, + "full_width_half_max": 0.1 + } + ], + "raster:bands": [ + { + "unit": "watt/steradian/square_meter/micrometer", + "nodata": 0, + "data_type": "uint8", + "spatial_resolution": 60 + } + ] + }, + "green": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Green Band", + "eo:bands": [ + { + "common_name": "green", + "description": "Visible green", + "center_wavelength": 0.55, + "full_width_half_max": 0.1 + } + ], + "raster:bands": [ + { + "unit": "watt/steradian/square_meter/micrometer", + "nodata": 0, + "data_type": "uint8", + "spatial_resolution": 60 + } + ] + }, + "nir08": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Near Infrared Band 0.8", + "eo:bands": [ + { + "common_name": "nir08", + "description": "Near infrared", + "center_wavelength": 0.75, + "full_width_half_max": 0.1 + } + ], + "raster:bands": [ + { + "unit": "watt/steradian/square_meter/micrometer", + "nodata": 0, + "data_type": "uint8", + "spatial_resolution": 60 + } + ] + }, + "nir09": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Near Infrared Band 0.9", + "eo:bands": [ + { + "common_name": "nir09", + "description": "Near infrared", + "center_wavelength": 0.95, + "full_width_half_max": 0.3 + } + ], + "raster:bands": [ + { + "unit": "watt/steradian/square_meter/micrometer", + "nodata": 0, + "data_type": "uint8", + "spatial_resolution": 60 + } + ] + }, + "mtl.txt": { + "type": "text/plain", + "roles": [ + "metadata" + ], + "title": "Product Metadata File (txt)", + "description": "Collection 2 Level-1 Product Metadata File (txt)" + }, + "mtl.xml": { + "type": "application/xml", + "roles": [ + "metadata" + ], + "title": "Product Metadata File (xml)", + "description": "Collection 2 Level-1 Product Metadata File (xml)" + }, + "mtl.json": { + "type": "application/json", + "roles": [ + "metadata" + ], + "title": "Product Metadata File (json)", + "description": "Collection 2 Level-1 Product Metadata File (json)" + }, + "qa_pixel": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "cloud" + ], + "title": "Pixel Quality Assessment Band", + "description": "Collection 2 Level-1 Pixel Quality Assessment Band (QA_PIXEL)", + "raster:bands": [ + { + "unit": "bit index", + "nodata": 1, + "data_type": "uint16", + "spatial_resolution": 60 + } + ], + "classification:bitfields": [ + { + "name": "fill", + "length": 1, + "offset": 0, + "classes": [ + { + "name": "not_fill", + "value": 0, + "description": "Image data" + }, + { + "name": "fill", + "value": 1, + "description": "Fill data" + } + ], + "description": "Image or fill data" + }, + { + "name": "cloud", + "length": 1, + "offset": 3, + "classes": [ + { + "name": "not_cloud", + "value": 0, + "description": "Cloud confidence is not high" + }, + { + "name": "cloud", + "value": 1, + "description": "High confidence cloud" + } + ], + "description": "Cloud mask" + }, + { + "name": "cloud_confidence", + "length": 2, + "offset": 8, + "classes": [ + { + "name": "not_set", + "value": 0, + "description": "No confidence level set" + }, + { + "name": "low", + "value": 1, + "description": "Low confidence cloud" + }, + { + "name": "reserved", + "value": 2, + "description": "Reserved - value not used" + }, + { + "name": "high", + "value": 3, + "description": "High confidence cloud" + } + ], + "description": "Cloud confidence levels" + } + ] + }, + "qa_radsat": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "saturation" + ], + "title": "Radiometric Saturation and Dropped Pixel Quality Assessment Band", + "description": "Collection 2 Level-1 Radiometric Saturation and Dropped Pixel Quality Assessment Band (QA_RADSAT)", + "raster:bands": [ + { + "unit": "bit index", + "data_type": "uint16", + "spatial_resolution": 60 + } + ], + "classification:bitfields": [ + { + "name": "band1", + "length": 1, + "offset": 0, + "classes": [ + { + "name": "not_saturated", + "value": 0, + "description": "Band 1 not saturated" + }, + { + "name": "saturated", + "value": 1, + "description": "Band 1 saturated" + } + ], + "description": "Band 1 radiometric saturation" + }, + { + "name": "band2", + "length": 1, + "offset": 1, + "classes": [ + { + "name": "not_saturated", + "value": 0, + "description": "Band 2 not saturated" + }, + { + "name": "saturated", + "value": 1, + "description": "Band 2 saturated" + } + ], + "description": "Band 2 radiometric saturation" + }, + { + "name": "band3", + "length": 1, + "offset": 2, + "classes": [ + { + "name": "not_saturated", + "value": 0, + "description": "Band 3 not saturated" + }, + { + "name": "saturated", + "value": 1, + "description": "Band 3 saturated" + } + ], + "description": "Band 3 radiometric saturation" + }, + { + "name": "band4", + "length": 1, + "offset": 3, + "classes": [ + { + "name": "not_saturated", + "value": 0, + "description": "Band 4 not saturated" + }, + { + "name": "saturated", + "value": 1, + "description": "Band 4 saturated" + } + ], + "description": "Band 4 radiometric saturation" + }, + { + "name": "band5", + "length": 1, + "offset": 4, + "classes": [ + { + "name": "not_saturated", + "value": 0, + "description": "Band 5 not saturated" + }, + { + "name": "saturated", + "value": 1, + "description": "Band 5 saturated" + } + ], + "description": "Band 5 radiometric saturation" + }, + { + "name": "band6", + "length": 1, + "offset": 5, + "classes": [ + { + "name": "not_saturated", + "value": 0, + "description": "Band 6 not saturated" + }, + { + "name": "saturated", + "value": 1, + "description": "Band 6 saturated" + } + ], + "description": "Band 6 radiometric saturation" + }, + { + "name": "band7", + "length": 1, + "offset": 6, + "classes": [ + { + "name": "not_saturated", + "value": 0, + "description": "Band 7 not saturated" + }, + { + "name": "saturated", + "value": 1, + "description": "Band 7 saturated" + } + ], + "description": "Band 7 radiometric saturation" + }, + { + "name": "dropped", + "length": 1, + "offset": 9, + "classes": [ + { + "name": "not_dropped", + "value": 0, + "description": "Detector has a value - pixel present" + }, + { + "name": "dropped", + "value": 1, + "description": "Detector does not have a value - no data" + } + ], + "description": "Dropped pixel" + } + ] } - ], - "roles": [ - "cloud" - ] }, - "qa_radsat": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Radiometric Saturation and Dropped Pixel Quality Assessment Band", - "description": "Collection 2 Level-1 Radiometric Saturation and Dropped Pixel Quality Assessment Band (QA_RADSAT)", - "classification:bitfields": [ - { - "name": "band1", - "description": "Band 1 radiometric saturation", - "offset": 0, - "length": 1, - "classes": [ - { - "value": 0, - "name": "not_saturated", - "description": "Band 1 not saturated" - }, - { - "value": 1, - "name": "saturated", - "description": "Band 1 saturated" - } - ] + "msft:group_id": "landsat", + "msft:container": "landsat-c2", + "msft:storage_account": "landsateuwest", + "msft:short_description": "Landsat Collection 2 Level-1 data from the Multispectral Scanner System (MSS) onboard Landsat 1 through Landsat 5.", + "msft:region": "westeurope", + "title": "Landsat Collection 2 Level-1", + "extent": { + "spatial": { + "bbox": [ + [ + -180.0, + -90.0, + 180.0, + 90.0 + ] + ] }, + "temporal": { + "interval": [ + [ + "1972-07-25T00:00:00Z", + "2013-01-07T23:23:59Z" + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "Landsat", + "USGS", + "NASA", + "Satellite", + "Global", + "Imagery" + ], + "providers": [ { - "name": "band2", - "description": "Band 2 radiometric saturation", - "offset": 1, - "length": 1, - "classes": [ - { - "value": 0, - "name": "not_saturated", - "description": "Band 2 not saturated" - }, - { - "value": 1, - "name": "saturated", - "description": "Band 2 saturated" - } - ] + "name": "NASA", + "roles": [ + "producer", + "licensor" + ], + "url": "https://landsat.gsfc.nasa.gov/" }, { - "name": "band3", - "description": "Band 3 radiometric saturation", - "offset": 2, - "length": 1, - "classes": [ - { - "value": 0, - "name": "not_saturated", - "description": "Band 3 not saturated" - }, - { - "value": 1, - "name": "saturated", - "description": "Band 3 saturated" - } - ] + "name": "USGS", + "roles": [ + "producer", + "processor", + "licensor" + ], + "url": "https://www.usgs.gov/landsat-missions/landsat-collection-2-level-1-data" }, { - "name": "band4", - "description": "Band 4 radiometric saturation", - "offset": 3, - "length": 1, - "classes": [ + "name": "Microsoft", + "roles": [ + "host" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "gsd": [ + 79 + ], + "sci:doi": [ + "10.5066/P9AF14YV" + ], + "eo:bands": [ { - "value": 0, - "name": "not_saturated", - "description": "Band 4 not saturated" + "name": "B4", + "common_name": "green", + "description": "Visible green (Landsat 1-3 Band B4)", + "center_wavelength": 0.55, + "full_width_half_max": 0.1 }, { - "value": 1, - "name": "saturated", - "description": "Band 4 saturated" - } - ] - }, - { - "name": "band5", - "description": "Band 5 radiometric saturation", - "offset": 4, - "length": 1, - "classes": [ - { - "value": 0, - "name": "not_saturated", - "description": "Band 5 not saturated" + "name": "B5", + "common_name": "red", + "description": "Visible red (Landsat 1-3 Band B5)", + "center_wavelength": 0.65, + "full_width_half_max": 0.1 }, { - "value": 1, - "name": "saturated", - "description": "Band 5 saturated" - } - ] - }, - { - "name": "band6", - "description": "Band 6 radiometric saturation", - "offset": 5, - "length": 1, - "classes": [ - { - "value": 0, - "name": "not_saturated", - "description": "Band 6 not saturated" + "name": "B6", + "common_name": "nir08", + "description": "Near infrared (Landsat 1-3 Band B6)", + "center_wavelength": 0.75, + "full_width_half_max": 0.1 }, { - "value": 1, - "name": "saturated", - "description": "Band 6 saturated" - } - ] - }, - { - "name": "band7", - "description": "Band 7 radiometric saturation", - "offset": 6, - "length": 1, - "classes": [ + "name": "B7", + "common_name": "nir09", + "description": "Near infrared (Landsat 1-3 Band B7)", + "center_wavelength": 0.95, + "full_width_half_max": 0.3 + }, { - "value": 0, - "name": "not_saturated", - "description": "Band 7 not saturated" + "name": "B1", + "common_name": "green", + "description": "Visible green (Landsat 4-5 Band B1)", + "center_wavelength": 0.55, + "full_width_half_max": 0.1 }, { - "value": 1, - "name": "saturated", - "description": "Band 7 saturated" - } - ] - }, - { - "name": "dropped", - "description": "Dropped pixel", - "offset": 9, - "length": 1, - "classes": [ + "name": "B2", + "common_name": "red", + "description": "Visible red (Landsat 4-5 Band B2)", + "center_wavelength": 0.65, + "full_width_half_max": 0.1 + }, { - "value": 0, - "name": "not_dropped", - "description": "Detector has a value - pixel present" + "name": "B3", + "common_name": "nir08", + "description": "Near infrared (Landsat 4-5 Band B3)", + "center_wavelength": 0.75, + "full_width_half_max": 0.1 }, { - "value": 1, - "name": "dropped", - "description": "Detector does not have a value - no data" + "name": "B4", + "common_name": "nir09", + "description": "Near infrared (Landsat 4-5 Band B4)", + "center_wavelength": 0.95, + "full_width_half_max": 0.3 } - ] - } - ], - "raster:bands": [ - { - "data_type": "uint16", - "spatial_resolution": 60, - "unit": "bit index" - } - ], - "roles": [ - "saturation" - ] - }, - "green": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Green Band", - "eo:bands": [ - { - "common_name": "green", - "description": "Visible green", - "center_wavelength": 0.55, - "full_width_half_max": 0.1 - } - ], - "raster:bands": [ - { - "nodata": 0, - "data_type": "uint8", - "spatial_resolution": 60, - "unit": "watt/steradian/square_meter/micrometer" - } - ], - "roles": [ - "data" - ] - }, - "red": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Red Band", - "eo:bands": [ - { - "common_name": "red", - "description": "Visible red", - "center_wavelength": 0.65, - "full_width_half_max": 0.1 - } - ], - "raster:bands": [ - { - "nodata": 0, - "data_type": "uint8", - "spatial_resolution": 60, - "unit": "watt/steradian/square_meter/micrometer" - } - ], - "roles": [ - "data" - ] - }, - "nir08": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Near Infrared Band 0.8", - "eo:bands": [ - { - "common_name": "nir08", - "description": "Near infrared", - "center_wavelength": 0.75, - "full_width_half_max": 0.1 - } - ], - "raster:bands": [ - { - "nodata": 0, - "data_type": "uint8", - "spatial_resolution": 60, - "unit": "watt/steradian/square_meter/micrometer" - } - ], - "roles": [ - "data" - ] + ], + "platform": [ + "landsat-1", + "landsat-2", + "landsat-3", + "landsat-4", + "landsat-5" + ], + "instruments": [ + "mss" + ], + "view:off_nadir": [ + 0 + ] }, - "nir09": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Near Infrared Band 0.9", - "eo:bands": [ - { - "common_name": "nir09", - "description": "Near infrared", - "center_wavelength": 0.95, - "full_width_half_max": 0.3 - } - ], - "raster:bands": [ - { - "nodata": 0, - "data_type": "uint8", - "spatial_resolution": 60, - "unit": "watt/steradian/square_meter/micrometer" + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/landsat-c2-l1-thumb.png", + "type": "image/png", + "title": "Landsat Collection 2 Level-1 thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/landsat-c2-l1.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "MS" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] } - ], - "roles": [ - "data" - ] } - } } \ No newline at end of file diff --git a/datasets/landsat/collection/landsat-c2-l2/template.json b/datasets/landsat/collection/landsat-c2-l2/template.json index 8c295b2e0..f4ed2c39f 100644 --- a/datasets/landsat/collection/landsat-c2-l2/template.json +++ b/datasets/landsat/collection/landsat-c2-l2/template.json @@ -1,996 +1,1002 @@ { - "stac_version": "1.0.0", - "type": "Collection", - "id": "landsat-c2-l2", - "title": "Landsat Collection 2 Level-2", - "description": "{{ collection.description }}", - "license": "proprietary", - "links": [ - { - "rel": "cite-as", - "href": "https://doi.org/10.5066/P9IAXOVV", - "title": "Landsat 4-5 TM Collection 2 Level-2" - }, - { - "rel": "cite-as", - "href": "https://doi.org/10.5066/P9C7I13B", - "title": "Landsat 7 ETM+ Collection 2 Level-2" - }, - { - "rel": "cite-as", - "href": "https://doi.org/10.5066/P9OGBGM6", - "title": "Landsat 8-9 OLI/TIRS Collection 2 Level-2" - }, - { - "rel": "license", - "href": "https://www.usgs.gov/core-science-systems/hdds/data-policy", - "title": "Public Domain" - } - ], - "stac_extensions": [ - "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", - "https://stac-extensions.github.io/view/v1.0.0/schema.json", - "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", - "https://stac-extensions.github.io/raster/v1.0.0/schema.json", - "https://stac-extensions.github.io/eo/v1.0.0/schema.json", - "https://stac-extensions.github.io/table/v1.2.0/schema.json" - ], - "keywords": [ - "Landsat", - "USGS", - "NASA", - "Satellite", - "Global", - "Imagery", - "Reflectance", - "Temperature" - ], - "msft:short_description": "Landsat Collection 2 Level-2 data from the Thematic Mapper (TM) onboard Landsat 4 and 5, the Enhanced Thematic Mapper Plus (ETM+) onboard Landsat 7, and the Operational Land Imager (OLI) and Thermal Infrared Sensor (TIRS) onboard Landsat 8 and 9.", - "msft:storage_account": "landsateuwest", - "msft:container": "landsat-c2", - "msft:group_id": "landsat", - "msft:region": "westeurope", - "providers": [ - { - "name": "NASA", - "roles": [ - "producer", - "licensor" - ], - "url": "https://landsat.gsfc.nasa.gov/" - }, - { - "name": "USGS", - "roles": [ - "producer", - "processor", - "licensor" - ], - "url": "https://www.usgs.gov/landsat-missions/landsat-collection-2-level-2-science-products" - }, - { - "name": "Microsoft", - "roles": [ - "host" - ], - "url": "https://planetarycomputer.microsoft.com" - } - ], - "assets": { - "thumbnail": { - "title": "Landsat Collection 2 Level-2 thumbnail", - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/landsat-c2-l2-thumb.png", - "type": "image/png", - "roles": [ - "thumbnail" - ] - }, - "geoparquet-items": { - "href": "abfs://items/landsat-c2-l2.parquet", - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "table:storage_options": { - "account_name": "pcstacitems" - }, - "msft:partition_info": { - "is_partitioned": true, - "partition_frequency": "MS" - } - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180.0, - -90.0, - 180.0, - 90.0 - ] - ] - }, - "temporal": { - "interval": [ - [ - "1982-08-22T00:00:00Z", - null - ] - ] - } - }, - "summaries": { - "platform": [ - "landsat-4", - "landsat-5", - "landsat-7", - "landsat-8", - "landsat-9" - ], - "instruments": [ - "tm", - "etm+", - "oli", - "tirs" - ], - "gsd": [ - 30, - 60, - 100, - 120 - ], - "view:off_nadir": { - "minimum": 0, - "maximum": 15 - }, - "sci:doi": [ - "10.5066/P9IAXOVV", - "10.5066/P9C7I13B", - "10.5066/P9OGBGM6" - ], - "eo:bands": [ - { - "name": "TM_B1", - "common_name": "blue", - "description": "Visible blue (Thematic Mapper)", - "center_wavelength": 0.49, - "full_width_half_max": 0.07 - }, - { - "name": "TM_B2", - "common_name": "green", - "description": "Visible green (Thematic Mapper)", - "center_wavelength": 0.56, - "full_width_half_max": 0.08 - }, - { - "name": "TM_B3", - "common_name": "red", - "description": "Visible red (Thematic Mapper)", - "center_wavelength": 0.66, - "full_width_half_max": 0.06 - }, - { - "name": "TM_B4", - "common_name": "nir08", - "description": "Near infrared (Thematic Mapper)", - "center_wavelength": 0.83, - "full_width_half_max": 0.14 - }, - { - "name": "TM_B5", - "common_name": "swir16", - "description": "Short-wave infrared (Thematic Mapper)", - "center_wavelength": 1.65, - "full_width_half_max": 0.2 - }, - { - "name": "TM_B6", - "common_name": "lwir", - "description": "Long-wave infrared (Thematic Mapper)", - "center_wavelength": 11.45, - "full_width_half_max": 2.1 - }, - { - "name": "TM_B7", - "common_name": "swir22", - "description": "Short-wave infrared (Thematic Mapper)", - "center_wavelength": 2.22, - "full_width_half_max": 0.27 - }, - { - "name": "ETM_B1", - "common_name": "blue", - "description": "Visible blue (Enhanced Thematic Mapper Plus)", - "center_wavelength": 0.48, - "full_width_half_max": 0.07 - }, - { - "name": "ETM_B2", - "common_name": "green", - "description": "Visible green (Enhanced Thematic Mapper Plus)", - "center_wavelength": 0.56, - "full_width_half_max": 0.08 - }, - { - "name": "ETM_B3", - "common_name": "red", - "description": "Visible red (Enhanced Thematic Mapper Plus)", - "center_wavelength": 0.66, - "full_width_half_max": 0.06 - }, - { - "name": "ETM_B4", - "common_name": "nir08", - "description": "Near infrared (Enhanced Thematic Mapper Plus)", - "center_wavelength": 0.84, - "full_width_half_max": 0.13 - }, - { - "name": "ETM_B5", - "common_name": "swir16", - "description": "Short-wave infrared (Enhanced Thematic Mapper Plus)", - "center_wavelength": 1.65, - "full_width_half_max": 0.2 - }, - { - "name": "ETM_B6", - "common_name": "lwir", - "description": "Long-wave infrared (Enhanced Thematic Mapper Plus)", - "center_wavelength": 11.34, - "full_width_half_max": 2.05 - }, - { - "name": "ETM_B7", - "common_name": "swir22", - "description": "Short-wave infrared (Enhanced Thematic Mapper Plus)", - "center_wavelength": 2.2, - "full_width_half_max": 0.28 - }, - { - "name": "OLI_B1", - "common_name": "coastal", - "description": "Coastal/Aerosol (Operational Land Imager)", - "center_wavelength": 0.44, - "full_width_half_max": 0.02 - }, - { - "name": "OLI_B2", - "common_name": "blue", - "description": "Visible blue (Operational Land Imager)", - "center_wavelength": 0.48, - "full_width_half_max": 0.06 - }, - { - "name": "OLI_B3", - "common_name": "green", - "description": "Visible green (Operational Land Imager)", - "center_wavelength": 0.56, - "full_width_half_max": 0.06 - }, - { - "name": "OLI_B4", - "common_name": "red", - "description": "Visible red (Operational Land Imager)", - "center_wavelength": 0.65, - "full_width_half_max": 0.04 - }, - { - "name": "OLI_B5", - "common_name": "nir08", - "description": "Near infrared (Operational Land Imager)", - "center_wavelength": 0.87, - "full_width_half_max": 0.03 - }, - { - "name": "OLI_B6", - "common_name": "swir16", - "description": "Short-wave infrared (Operational Land Imager)", - "center_wavelength": 1.61, - "full_width_half_max": 0.09 - }, - { - "name": "OLI_B7", - "common_name": "swir22", - "description": "Short-wave infrared (Operational Land Imager)", - "center_wavelength": 2.2, - "full_width_half_max": 0.19 - }, - { - "name": "TIRS_B10", - "common_name": "lwir11", - "description": "Long-wave infrared (Thermal Infrared Sensor)", - "center_wavelength": 10.9, - "full_width_half_max": 0.59 - } - ] - }, - "item_assets": { - "mtl.json": { - "type": "application/json", - "title": "Product Metadata File (json)", - "description": "Collection 2 Level-2 Product Metadata File (json)", - "roles": [ - "metadata" - ] - }, - "mtl.txt": { - "type": "text/plain", - "title": "Product Metadata File (txt)", - "description": "Collection 2 Level-2 Product Metadata File (txt)", - "roles": [ - "metadata" - ] - }, - "mtl.xml": { - "type": "application/xml", - "title": "Product Metadata File (xml)", - "description": "Collection 2 Level-2 Product Metadata File (xml)", - "roles": [ - "metadata" - ] - }, - "ang": { - "type": "text/plain", - "title": "Angle Coefficients File", - "description": "Collection 2 Level-1 Angle Coefficients File", - "roles": [ - "metadata" - ] - }, - "qa_pixel": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Pixel Quality Assessment Band", - "description": "Collection 2 Level-1 Pixel Quality Assessment Band (QA_PIXEL)", - "raster:bands": [ - { - "nodata": 1, - "data_type": "uint16", - "spatial_resolution": 30, - "unit": "bit index" - } - ], - "roles": [ - "cloud", - "cloud-shadow", - "snow-ice", - "water-mask" - ] - }, - "qa_radsat": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "raster:bands": [ - { - "data_type": "uint16", - "spatial_resolution": 30, - "unit": "bit index" - } - ], - "roles": [ - "saturation" - ] - }, - "coastal": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Coastal/Aerosol Band", - "description": "Collection 2 Level-2 Coastal/Aerosol Band (SR_B1) Surface Reflectance", - "eo:bands": [ - { - "name": "OLI_B1", - "common_name": "coastal", - "description": "Coastal/Aerosol", - "center_wavelength": 0.44, - "full_width_half_max": 0.02 - } - ], - "raster:bands": [ - { - "nodata": 0, - "data_type": "uint16", - "spatial_resolution": 30, - "scale": 2.75e-05, - "offset": -0.2 - } - ], - "roles": [ - "data", - "reflectance" - ] - }, - "blue": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Blue Band", - "eo:bands": [ - { - "common_name": "blue", - "description": "Visible blue" - } - ], - "raster:bands": [ - { - "nodata": 0, - "data_type": "uint16", - "spatial_resolution": 30, - "scale": 2.75e-05, - "offset": -0.2 - } - ], - "roles": [ - "data", - "reflectance" - ] - }, - "green": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Green Band", - "eo:bands": [ - { - "common_name": "green", - "description": "Visible green", - "center_wavelength": 0.56 - } - ], - "raster:bands": [ - { - "nodata": 0, - "data_type": "uint16", - "spatial_resolution": 30, - "scale": 2.75e-05, - "offset": -0.2 - } - ], - "roles": [ - "data", - "reflectance" - ] - }, - "red": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Red Band", - "eo:bands": [ - { - "common_name": "red", - "description": "Visible red" - } - ], - "raster:bands": [ - { - "nodata": 0, - "data_type": "uint16", - "spatial_resolution": 30, - "scale": 2.75e-05, - "offset": -0.2 - } - ], - "roles": [ - "data", - "reflectance" - ] - }, - "nir08": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Near Infrared Band 0.8", - "eo:bands": [ - { - "common_name": "nir08", - "description": "Near infrared" - } - ], - "raster:bands": [ + "type": "Collection", + "id": "landsat-c2-l2", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "cite-as", + "href": "https://doi.org/10.5066/P9IAXOVV", + "title": "Landsat 4-5 TM Collection 2 Level-2" + }, { - "nodata": 0, - "data_type": "uint16", - "spatial_resolution": 30, - "scale": 2.75e-05, - "offset": -0.2 - } - ], - "roles": [ - "data", - "reflectance" - ] - }, - "swir16": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Short-wave Infrared Band 1.6", - "eo:bands": [ + "rel": "cite-as", + "href": "https://doi.org/10.5066/P9C7I13B", + "title": "Landsat 7 ETM+ Collection 2 Level-2" + }, { - "common_name": "swir16", - "description": "Short-wave infrared" - } - ], - "raster:bands": [ + "rel": "cite-as", + "href": "https://doi.org/10.5066/P9OGBGM6", + "title": "Landsat 8-9 OLI/TIRS Collection 2 Level-2" + }, { - "nodata": 0, - "data_type": "uint16", - "spatial_resolution": 30, - "scale": 2.75e-05, - "offset": -0.2 - } - ], - "roles": [ - "data", - "reflectance" - ] - }, - "swir22": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Short-wave Infrared Band 2.2", - "description": "Collection 2 Level-2 Short-wave Infrared Band 2.2 (SR_B7) Surface Reflectance", - "eo:bands": [ + "rel": "license", + "href": "https://www.usgs.gov/core-science-systems/hdds/data-policy", + "title": "Public Domain" + }, { - "common_name": "swir22", - "description": "Short-wave infrared" + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/landsat-c2-l2", + "type": "text/html", + "title": "Human readable dataset overview and reference" } - ], - "raster:bands": [ + ], + "stac_extensions": [ + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/view/v1.0.0/schema.json", + "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", + "https://stac-extensions.github.io/raster/v1.0.0/schema.json", + "https://stac-extensions.github.io/eo/v1.0.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], + "item_assets": { + "qa": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Surface Temperature Quality Assessment Band", + "description": "Collection 2 Level-2 Quality Assessment Band (ST_QA) Surface Temperature Product", + "raster:bands": [ + { + "unit": "kelvin", + "scale": 0.01, + "nodata": -9999, + "data_type": "int16", + "spatial_resolution": 30 + } + ] + }, + "ang": { + "type": "text/plain", + "roles": [ + "metadata" + ], + "title": "Angle Coefficients File", + "description": "Collection 2 Level-1 Angle Coefficients File" + }, + "red": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data", + "reflectance" + ], + "title": "Red Band", + "eo:bands": [ + { + "common_name": "red", + "description": "Visible red" + } + ], + "raster:bands": [ + { + "scale": 2.75e-05, + "nodata": 0, + "offset": -0.2, + "data_type": "uint16", + "spatial_resolution": 30 + } + ] + }, + "blue": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data", + "reflectance" + ], + "title": "Blue Band", + "eo:bands": [ + { + "common_name": "blue", + "description": "Visible blue" + } + ], + "raster:bands": [ + { + "scale": 2.75e-05, + "nodata": 0, + "offset": -0.2, + "data_type": "uint16", + "spatial_resolution": 30 + } + ] + }, + "drad": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Downwelled Radiance Band", + "description": "Collection 2 Level-2 Downwelled Radiance Band (ST_DRAD) Surface Temperature Product", + "raster:bands": [ + { + "unit": "watt/steradian/square_meter/micrometer", + "scale": 0.001, + "nodata": -9999, + "data_type": "int16", + "spatial_resolution": 30 + } + ] + }, + "emis": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Emissivity Band", + "description": "Collection 2 Level-2 Emissivity Band (ST_EMIS) Surface Temperature Product", + "raster:bands": [ + { + "unit": "emissivity coefficient", + "scale": 0.0001, + "nodata": -9999, + "data_type": "int16", + "spatial_resolution": 30 + } + ] + }, + "emsd": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Emissivity Standard Deviation Band", + "description": "Collection 2 Level-2 Emissivity Standard Deviation Band (ST_EMSD) Surface Temperature Product", + "raster:bands": [ + { + "unit": "emissivity coefficient", + "scale": 0.0001, + "nodata": -9999, + "data_type": "int16", + "spatial_resolution": 30 + } + ] + }, + "lwir": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data", + "temperature" + ], + "title": "Surface Temperature Band", + "eo:bands": [ + { + "common_name": "lwir", + "description": "Long-wave infrared" + } + ], + "description": "Collection 2 Level-2 Thermal Infrared Band (ST_B6) Surface Temperature", + "raster:bands": [ + { + "unit": "kelvin", + "scale": 0.00341802, + "nodata": 0, + "offset": 149.0, + "data_type": "uint16", + "spatial_resolution": 30 + } + ] + }, + "trad": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Thermal Radiance Band", + "description": "Collection 2 Level-2 Thermal Radiance Band (ST_TRAD) Surface Temperature Product", + "raster:bands": [ + { + "unit": "watt/steradian/square_meter/micrometer", + "scale": 0.001, + "nodata": -9999, + "data_type": "int16", + "spatial_resolution": 30 + } + ] + }, + "urad": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Upwelled Radiance Band", + "description": "Collection 2 Level-2 Upwelled Radiance Band (ST_URAD) Surface Temperature Product", + "raster:bands": [ + { + "unit": "watt/steradian/square_meter/micrometer", + "scale": 0.001, + "nodata": -9999, + "data_type": "int16", + "spatial_resolution": 30 + } + ] + }, + "atran": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Atmospheric Transmittance Band", + "description": "Collection 2 Level-2 Atmospheric Transmittance Band (ST_ATRAN) Surface Temperature Product", + "raster:bands": [ + { + "scale": 0.0001, + "nodata": -9999, + "data_type": "int16", + "spatial_resolution": 30 + } + ] + }, + "cdist": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Cloud Distance Band", + "description": "Collection 2 Level-2 Cloud Distance Band (ST_CDIST) Surface Temperature Product", + "raster:bands": [ + { + "unit": "kilometer", + "scale": 0.01, + "nodata": -9999, + "data_type": "int16", + "spatial_resolution": 30 + } + ] + }, + "green": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data", + "reflectance" + ], + "title": "Green Band", + "eo:bands": [ + { + "common_name": "green", + "description": "Visible green", + "center_wavelength": 0.56 + } + ], + "raster:bands": [ + { + "scale": 2.75e-05, + "nodata": 0, + "offset": -0.2, + "data_type": "uint16", + "spatial_resolution": 30 + } + ] + }, + "nir08": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data", + "reflectance" + ], + "title": "Near Infrared Band 0.8", + "eo:bands": [ + { + "common_name": "nir08", + "description": "Near infrared" + } + ], + "raster:bands": [ + { + "scale": 2.75e-05, + "nodata": 0, + "offset": -0.2, + "data_type": "uint16", + "spatial_resolution": 30 + } + ] + }, + "lwir11": { + "gsd": 100, + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data", + "temperature" + ], + "title": "Surface Temperature Band", + "eo:bands": [ + { + "name": "TIRS_B10", + "common_name": "lwir11", + "description": "Long-wave infrared", + "center_wavelength": 10.9, + "full_width_half_max": 0.59 + } + ], + "description": "Collection 2 Level-2 Thermal Infrared Band (ST_B10) Surface Temperature", + "raster:bands": [ + { + "unit": "kelvin", + "scale": 0.00341802, + "nodata": 0, + "offset": 149.0, + "data_type": "uint16", + "spatial_resolution": 30 + } + ] + }, + "swir16": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data", + "reflectance" + ], + "title": "Short-wave Infrared Band 1.6", + "eo:bands": [ + { + "common_name": "swir16", + "description": "Short-wave infrared" + } + ], + "raster:bands": [ + { + "scale": 2.75e-05, + "nodata": 0, + "offset": -0.2, + "data_type": "uint16", + "spatial_resolution": 30 + } + ] + }, + "swir22": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data", + "reflectance" + ], + "title": "Short-wave Infrared Band 2.2", + "eo:bands": [ + { + "common_name": "swir22", + "description": "Short-wave infrared" + } + ], + "description": "Collection 2 Level-2 Short-wave Infrared Band 2.2 (SR_B7) Surface Reflectance", + "raster:bands": [ + { + "scale": 2.75e-05, + "nodata": 0, + "offset": -0.2, + "data_type": "uint16", + "spatial_resolution": 30 + } + ] + }, + "coastal": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data", + "reflectance" + ], + "title": "Coastal/Aerosol Band", + "eo:bands": [ + { + "name": "OLI_B1", + "common_name": "coastal", + "description": "Coastal/Aerosol", + "center_wavelength": 0.44, + "full_width_half_max": 0.02 + } + ], + "description": "Collection 2 Level-2 Coastal/Aerosol Band (SR_B1) Surface Reflectance", + "raster:bands": [ + { + "scale": 2.75e-05, + "nodata": 0, + "offset": -0.2, + "data_type": "uint16", + "spatial_resolution": 30 + } + ] + }, + "mtl.txt": { + "type": "text/plain", + "roles": [ + "metadata" + ], + "title": "Product Metadata File (txt)", + "description": "Collection 2 Level-2 Product Metadata File (txt)" + }, + "mtl.xml": { + "type": "application/xml", + "roles": [ + "metadata" + ], + "title": "Product Metadata File (xml)", + "description": "Collection 2 Level-2 Product Metadata File (xml)" + }, + "cloud_qa": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "cloud", + "cloud-shadow", + "snow-ice", + "water-mask" + ], + "title": "Cloud Quality Assessment Band", + "description": "Collection 2 Level-2 Cloud Quality Assessment Band (SR_CLOUD_QA) Surface Reflectance Product", + "raster:bands": [ + { + "unit": "bit index", + "data_type": "uint8", + "spatial_resolution": 30 + } + ], + "classification:bitfields": [ + { + "name": "ddv", + "length": 1, + "offset": 0, + "classes": [ + { + "name": "not_ddv", + "value": 0, + "description": "Pixel has no DDV" + }, + { + "name": "ddv", + "value": 1, + "description": "Pixel has DDV" + } + ], + "description": "Dense Dark Vegetation (DDV)" + }, + { + "name": "cloud", + "length": 1, + "offset": 1, + "classes": [ + { + "name": "not_cloud", + "value": 0, + "description": "Pixel has no cloud" + }, + { + "name": "cloud", + "value": 1, + "description": "Pixel has cloud" + } + ], + "description": "Cloud mask" + }, + { + "name": "cloud_shadow", + "length": 1, + "offset": 2, + "classes": [ + { + "name": "not_shadow", + "value": 0, + "description": "Pixel has no cloud shadow" + }, + { + "name": "shadow", + "value": 1, + "description": "Pixel has cloud shadow" + } + ], + "description": "Cloud shadow mask" + }, + { + "name": "cloud_adjacent", + "length": 1, + "offset": 3, + "classes": [ + { + "name": "not_adjacent", + "value": 0, + "description": "Pixel is not adjacent to cloud" + }, + { + "name": "adjacent", + "value": 1, + "description": "Pixel is adjacent to cloud" + } + ], + "description": "Cloud adjacency" + }, + { + "name": "snow", + "length": 1, + "offset": 4, + "classes": [ + { + "name": "not_snow", + "value": 0, + "description": "Pixel is not snow" + }, + { + "name": "shadow", + "value": 1, + "description": "Pixel is snow" + } + ], + "description": "Snow mask" + }, + { + "name": "water", + "length": 1, + "offset": 5, + "classes": [ + { + "name": "not_water", + "value": 0, + "description": "Pixel is not water" + }, + { + "name": "water", + "value": 1, + "description": "Pixel is water" + } + ], + "description": "Water mask" + } + ] + }, + "mtl.json": { + "type": "application/json", + "roles": [ + "metadata" + ], + "title": "Product Metadata File (json)", + "description": "Collection 2 Level-2 Product Metadata File (json)" + }, + "qa_pixel": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "cloud", + "cloud-shadow", + "snow-ice", + "water-mask" + ], + "title": "Pixel Quality Assessment Band", + "description": "Collection 2 Level-1 Pixel Quality Assessment Band (QA_PIXEL)", + "raster:bands": [ + { + "unit": "bit index", + "nodata": 1, + "data_type": "uint16", + "spatial_resolution": 30 + } + ] + }, + "qa_radsat": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "saturation" + ], + "raster:bands": [ + { + "unit": "bit index", + "data_type": "uint16", + "spatial_resolution": 30 + } + ] + }, + "qa_aerosol": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data-mask", + "water-mask" + ], + "title": "Aerosol Quality Assessment Band", + "description": "Collection 2 Level-2 Aerosol Quality Assessment Band (SR_QA_AEROSOL) Surface Reflectance Product", + "raster:bands": [ + { + "unit": "bit index", + "nodata": 1, + "data_type": "uint8", + "spatial_resolution": 30 + } + ], + "classification:bitfields": [ + { + "name": "fill", + "length": 1, + "offset": 0, + "classes": [ + { + "name": "not_fill", + "value": 0, + "description": "Pixel is not fill" + }, + { + "name": "fill", + "value": 1, + "description": "Pixel is fill" + } + ], + "description": "Image or fill data" + }, + { + "name": "retrieval", + "length": 1, + "offset": 1, + "classes": [ + { + "name": "not_valid", + "value": 0, + "description": "Pixel retrieval is not valid" + }, + { + "name": "valid", + "value": 1, + "description": "Pixel retrieval is valid" + } + ], + "description": "Valid aerosol retrieval" + }, + { + "name": "water", + "length": 1, + "offset": 2, + "classes": [ + { + "name": "not_water", + "value": 0, + "description": "Pixel is not water" + }, + { + "name": "water", + "value": 1, + "description": "Pixel is water" + } + ], + "description": "Water mask" + }, + { + "name": "interpolated", + "length": 1, + "offset": 5, + "classes": [ + { + "name": "not_interpolated", + "value": 0, + "description": "Pixel is not interpolated aerosol" + }, + { + "name": "interpolated", + "value": 1, + "description": "Pixel is interpolated aerosol" + } + ], + "description": "Aerosol interpolation" + }, + { + "name": "level", + "length": 2, + "offset": 6, + "classes": [ + { + "name": "climatology", + "value": 0, + "description": "No aerosol correction applied" + }, + { + "name": "low", + "value": 1, + "description": "Low aerosol level" + }, + { + "name": "medium", + "value": 2, + "description": "Medium aerosol level" + }, + { + "name": "high", + "value": 3, + "description": "High aerosol level" + } + ], + "description": "Aerosol level" + } + ] + }, + "atmos_opacity": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Atmospheric Opacity Band", + "description": "Collection 2 Level-2 Atmospheric Opacity Band (SR_ATMOS_OPACITY) Surface Reflectance Product", + "raster:bands": [ + { + "scale": 0.001, + "nodata": -9999, + "data_type": "int16", + "spatial_resolution": 30 + } + ] + } + }, + "msft:group_id": "landsat", + "msft:container": "landsat-c2", + "msft:storage_account": "landsateuwest", + "msft:short_description": "Landsat Collection 2 Level-2 data from the Thematic Mapper (TM) onboard Landsat 4 and 5, the Enhanced Thematic Mapper Plus (ETM+) onboard Landsat 7, and the Operational Land Imager (OLI) and Thermal Infrared Sensor (TIRS) onboard Landsat 8 and 9.", + "msft:region": "westeurope", + "title": "Landsat Collection 2 Level-2", + "extent": { + "spatial": { + "bbox": [ + [ + -180.0, + -90.0, + 180.0, + 90.0 + ] + ] + }, + "temporal": { + "interval": [ + [ + "1982-08-22T00:00:00Z", + null + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "Landsat", + "USGS", + "NASA", + "Satellite", + "Global", + "Imagery", + "Reflectance", + "Temperature" + ], + "providers": [ + { + "name": "NASA", + "roles": [ + "producer", + "licensor" + ], + "url": "https://landsat.gsfc.nasa.gov/" + }, { - "nodata": 0, - "data_type": "uint16", - "spatial_resolution": 30, - "scale": 2.75e-05, - "offset": -0.2 - } - ], - "roles": [ - "data", - "reflectance" - ] - }, - "atmos_opacity": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Atmospheric Opacity Band", - "description": "Collection 2 Level-2 Atmospheric Opacity Band (SR_ATMOS_OPACITY) Surface Reflectance Product", - "raster:bands": [ + "name": "USGS", + "roles": [ + "producer", + "processor", + "licensor" + ], + "url": "https://www.usgs.gov/landsat-missions/landsat-collection-2-level-2-science-products" + }, { - "nodata": -9999, - "data_type": "int16", - "spatial_resolution": 30, - "scale": 0.001 + "name": "Microsoft", + "roles": [ + "host" + ], + "url": "https://planetarycomputer.microsoft.com" } - ], - "roles": [ - "data" - ] - }, - "cloud_qa": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Cloud Quality Assessment Band", - "description": "Collection 2 Level-2 Cloud Quality Assessment Band (SR_CLOUD_QA) Surface Reflectance Product", - "classification:bitfields": [ - { - "name": "ddv", - "description": "Dense Dark Vegetation (DDV)", - "offset": 0, - "length": 1, - "classes": [ + ], + "summaries": { + "gsd": [ + 30, + 60, + 100, + 120 + ], + "sci:doi": [ + "10.5066/P9IAXOVV", + "10.5066/P9C7I13B", + "10.5066/P9OGBGM6" + ], + "eo:bands": [ { - "value": 0, - "name": "not_ddv", - "description": "Pixel has no DDV" + "name": "TM_B1", + "common_name": "blue", + "description": "Visible blue (Thematic Mapper)", + "center_wavelength": 0.49, + "full_width_half_max": 0.07 }, { - "value": 1, - "name": "ddv", - "description": "Pixel has DDV" - } - ] - }, - { - "name": "cloud", - "description": "Cloud mask", - "offset": 1, - "length": 1, - "classes": [ - { - "value": 0, - "name": "not_cloud", - "description": "Pixel has no cloud" + "name": "TM_B2", + "common_name": "green", + "description": "Visible green (Thematic Mapper)", + "center_wavelength": 0.56, + "full_width_half_max": 0.08 }, { - "value": 1, - "name": "cloud", - "description": "Pixel has cloud" - } - ] - }, - { - "name": "cloud_shadow", - "description": "Cloud shadow mask", - "offset": 2, - "length": 1, - "classes": [ - { - "value": 0, - "name": "not_shadow", - "description": "Pixel has no cloud shadow" + "name": "TM_B3", + "common_name": "red", + "description": "Visible red (Thematic Mapper)", + "center_wavelength": 0.66, + "full_width_half_max": 0.06 }, { - "value": 1, - "name": "shadow", - "description": "Pixel has cloud shadow" - } - ] - }, - { - "name": "cloud_adjacent", - "description": "Cloud adjacency", - "offset": 3, - "length": 1, - "classes": [ + "name": "TM_B4", + "common_name": "nir08", + "description": "Near infrared (Thematic Mapper)", + "center_wavelength": 0.83, + "full_width_half_max": 0.14 + }, { - "value": 0, - "name": "not_adjacent", - "description": "Pixel is not adjacent to cloud" + "name": "TM_B5", + "common_name": "swir16", + "description": "Short-wave infrared (Thematic Mapper)", + "center_wavelength": 1.65, + "full_width_half_max": 0.2 }, { - "value": 1, - "name": "adjacent", - "description": "Pixel is adjacent to cloud" - } - ] - }, - { - "name": "snow", - "description": "Snow mask", - "offset": 4, - "length": 1, - "classes": [ + "name": "TM_B6", + "common_name": "lwir", + "description": "Long-wave infrared (Thematic Mapper)", + "center_wavelength": 11.45, + "full_width_half_max": 2.1 + }, { - "value": 0, - "name": "not_snow", - "description": "Pixel is not snow" + "name": "TM_B7", + "common_name": "swir22", + "description": "Short-wave infrared (Thematic Mapper)", + "center_wavelength": 2.22, + "full_width_half_max": 0.27 }, { - "value": 1, - "name": "shadow", - "description": "Pixel is snow" - } - ] - }, - { - "name": "water", - "description": "Water mask", - "offset": 5, - "length": 1, - "classes": [ + "name": "ETM_B1", + "common_name": "blue", + "description": "Visible blue (Enhanced Thematic Mapper Plus)", + "center_wavelength": 0.48, + "full_width_half_max": 0.07 + }, { - "value": 0, - "name": "not_water", - "description": "Pixel is not water" + "name": "ETM_B2", + "common_name": "green", + "description": "Visible green (Enhanced Thematic Mapper Plus)", + "center_wavelength": 0.56, + "full_width_half_max": 0.08 }, { - "value": 1, - "name": "water", - "description": "Pixel is water" - } - ] - } - ], - "raster:bands": [ - { - "data_type": "uint8", - "spatial_resolution": 30, - "unit": "bit index" - } - ], - "roles": [ - "cloud", - "cloud-shadow", - "snow-ice", - "water-mask" - ] - }, - "qa_aerosol": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Aerosol Quality Assessment Band", - "description": "Collection 2 Level-2 Aerosol Quality Assessment Band (SR_QA_AEROSOL) Surface Reflectance Product", - "classification:bitfields": [ - { - "name": "fill", - "description": "Image or fill data", - "offset": 0, - "length": 1, - "classes": [ + "name": "ETM_B3", + "common_name": "red", + "description": "Visible red (Enhanced Thematic Mapper Plus)", + "center_wavelength": 0.66, + "full_width_half_max": 0.06 + }, { - "value": 0, - "name": "not_fill", - "description": "Pixel is not fill" + "name": "ETM_B4", + "common_name": "nir08", + "description": "Near infrared (Enhanced Thematic Mapper Plus)", + "center_wavelength": 0.84, + "full_width_half_max": 0.13 }, { - "value": 1, - "name": "fill", - "description": "Pixel is fill" - } - ] - }, - { - "name": "retrieval", - "description": "Valid aerosol retrieval", - "offset": 1, - "length": 1, - "classes": [ + "name": "ETM_B5", + "common_name": "swir16", + "description": "Short-wave infrared (Enhanced Thematic Mapper Plus)", + "center_wavelength": 1.65, + "full_width_half_max": 0.2 + }, { - "value": 0, - "name": "not_valid", - "description": "Pixel retrieval is not valid" + "name": "ETM_B6", + "common_name": "lwir", + "description": "Long-wave infrared (Enhanced Thematic Mapper Plus)", + "center_wavelength": 11.34, + "full_width_half_max": 2.05 }, { - "value": 1, - "name": "valid", - "description": "Pixel retrieval is valid" - } - ] - }, - { - "name": "water", - "description": "Water mask", - "offset": 2, - "length": 1, - "classes": [ + "name": "ETM_B7", + "common_name": "swir22", + "description": "Short-wave infrared (Enhanced Thematic Mapper Plus)", + "center_wavelength": 2.2, + "full_width_half_max": 0.28 + }, { - "value": 0, - "name": "not_water", - "description": "Pixel is not water" + "name": "OLI_B1", + "common_name": "coastal", + "description": "Coastal/Aerosol (Operational Land Imager)", + "center_wavelength": 0.44, + "full_width_half_max": 0.02 }, { - "value": 1, - "name": "water", - "description": "Pixel is water" - } - ] - }, - { - "name": "interpolated", - "description": "Aerosol interpolation", - "offset": 5, - "length": 1, - "classes": [ + "name": "OLI_B2", + "common_name": "blue", + "description": "Visible blue (Operational Land Imager)", + "center_wavelength": 0.48, + "full_width_half_max": 0.06 + }, { - "value": 0, - "name": "not_interpolated", - "description": "Pixel is not interpolated aerosol" + "name": "OLI_B3", + "common_name": "green", + "description": "Visible green (Operational Land Imager)", + "center_wavelength": 0.56, + "full_width_half_max": 0.06 }, { - "value": 1, - "name": "interpolated", - "description": "Pixel is interpolated aerosol" - } - ] - }, - { - "name": "level", - "description": "Aerosol level", - "offset": 6, - "length": 2, - "classes": [ + "name": "OLI_B4", + "common_name": "red", + "description": "Visible red (Operational Land Imager)", + "center_wavelength": 0.65, + "full_width_half_max": 0.04 + }, { - "value": 0, - "name": "climatology", - "description": "No aerosol correction applied" + "name": "OLI_B5", + "common_name": "nir08", + "description": "Near infrared (Operational Land Imager)", + "center_wavelength": 0.87, + "full_width_half_max": 0.03 }, { - "value": 1, - "name": "low", - "description": "Low aerosol level" + "name": "OLI_B6", + "common_name": "swir16", + "description": "Short-wave infrared (Operational Land Imager)", + "center_wavelength": 1.61, + "full_width_half_max": 0.09 }, { - "value": 2, - "name": "medium", - "description": "Medium aerosol level" + "name": "OLI_B7", + "common_name": "swir22", + "description": "Short-wave infrared (Operational Land Imager)", + "center_wavelength": 2.2, + "full_width_half_max": 0.19 }, { - "value": 3, - "name": "high", - "description": "High aerosol level" + "name": "TIRS_B10", + "common_name": "lwir11", + "description": "Long-wave infrared (Thermal Infrared Sensor)", + "center_wavelength": 10.9, + "full_width_half_max": 0.59 } - ] - } - ], - "raster:bands": [ - { - "nodata": 1, - "data_type": "uint8", - "spatial_resolution": 30, - "unit": "bit index" - } - ], - "roles": [ - "data-mask", - "water-mask" - ] - }, - "lwir11": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Surface Temperature Band", - "description": "Collection 2 Level-2 Thermal Infrared Band (ST_B10) Surface Temperature", - "eo:bands": [ - { - "name": "TIRS_B10", - "common_name": "lwir11", - "description": "Long-wave infrared", - "center_wavelength": 10.9, - "full_width_half_max": 0.59 - } - ], - "raster:bands": [ - { - "nodata": 0, - "data_type": "uint16", - "spatial_resolution": 30, - "unit": "kelvin", - "scale": 0.00341802, - "offset": 149.0 - } - ], - "gsd": 100, - "roles": [ - "data", - "temperature" - ] - }, - "lwir": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Surface Temperature Band", - "description": "Collection 2 Level-2 Thermal Infrared Band (ST_B6) Surface Temperature", - "eo:bands": [ - { - "common_name": "lwir", - "description": "Long-wave infrared" - } - ], - "raster:bands": [ - { - "nodata": 0, - "data_type": "uint16", - "spatial_resolution": 30, - "unit": "kelvin", - "scale": 0.00341802, - "offset": 149.0 - } - ], - "roles": [ - "data", - "temperature" - ] - }, - "atran": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Atmospheric Transmittance Band", - "description": "Collection 2 Level-2 Atmospheric Transmittance Band (ST_ATRAN) Surface Temperature Product", - "raster:bands": [ - { - "nodata": -9999, - "data_type": "int16", - "spatial_resolution": 30, - "scale": 0.0001 - } - ], - "roles": [ - "data" - ] - }, - "cdist": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Cloud Distance Band", - "description": "Collection 2 Level-2 Cloud Distance Band (ST_CDIST) Surface Temperature Product", - "raster:bands": [ - { - "nodata": -9999, - "data_type": "int16", - "spatial_resolution": 30, - "unit": "kilometer", - "scale": 0.01 - } - ], - "roles": [ - "data" - ] - }, - "drad": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Downwelled Radiance Band", - "description": "Collection 2 Level-2 Downwelled Radiance Band (ST_DRAD) Surface Temperature Product", - "raster:bands": [ - { - "nodata": -9999, - "data_type": "int16", - "spatial_resolution": 30, - "unit": "watt/steradian/square_meter/micrometer", - "scale": 0.001 - } - ], - "roles": [ - "data" - ] - }, - "urad": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Upwelled Radiance Band", - "description": "Collection 2 Level-2 Upwelled Radiance Band (ST_URAD) Surface Temperature Product", - "raster:bands": [ - { - "nodata": -9999, - "data_type": "int16", - "spatial_resolution": 30, - "unit": "watt/steradian/square_meter/micrometer", - "scale": 0.001 - } - ], - "roles": [ - "data" - ] - }, - "trad": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Thermal Radiance Band", - "description": "Collection 2 Level-2 Thermal Radiance Band (ST_TRAD) Surface Temperature Product", - "raster:bands": [ - { - "nodata": -9999, - "data_type": "int16", - "spatial_resolution": 30, - "unit": "watt/steradian/square_meter/micrometer", - "scale": 0.001 - } - ], - "roles": [ - "data" - ] - }, - "emis": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Emissivity Band", - "description": "Collection 2 Level-2 Emissivity Band (ST_EMIS) Surface Temperature Product", - "raster:bands": [ - { - "nodata": -9999, - "data_type": "int16", - "spatial_resolution": 30, - "unit": "emissivity coefficient", - "scale": 0.0001 - } - ], - "roles": [ - "data" - ] - }, - "emsd": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Emissivity Standard Deviation Band", - "description": "Collection 2 Level-2 Emissivity Standard Deviation Band (ST_EMSD) Surface Temperature Product", - "raster:bands": [ - { - "nodata": -9999, - "data_type": "int16", - "spatial_resolution": 30, - "unit": "emissivity coefficient", - "scale": 0.0001 - } - ], - "roles": [ - "data" - ] - }, - "qa": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Surface Temperature Quality Assessment Band", - "description": "Collection 2 Level-2 Quality Assessment Band (ST_QA) Surface Temperature Product", - "raster:bands": [ - { - "nodata": -9999, - "data_type": "int16", - "spatial_resolution": 30, - "unit": "kelvin", - "scale": 0.01 + ], + "platform": [ + "landsat-4", + "landsat-5", + "landsat-7", + "landsat-8", + "landsat-9" + ], + "instruments": [ + "tm", + "etm+", + "oli", + "tirs" + ], + "view:off_nadir": { + "minimum": 0, + "maximum": 15 + } + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/landsat-c2-l2-thumb.png", + "type": "image/png", + "title": "Landsat Collection 2 Level-2 thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/landsat-c2-l2.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "MS" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] } - ], - "roles": [ - "data" - ] } - } } \ No newline at end of file diff --git a/datasets/met-office/collection/met-office-global-deterministic-height/template.json b/datasets/met-office/collection/met-office-global-deterministic-height/template.json index 908b616a5..dfe37e6da 100644 --- a/datasets/met-office/collection/met-office-global-deterministic-height/template.json +++ b/datasets/met-office/collection/met-office-global-deterministic-height/template.json @@ -1,283 +1,289 @@ { - "id": "met-office-global-deterministic-height", - "type": "Collection", - "links": [ - { - "rel": "license", - "href": "https://creativecommons.org/licenses/by-sa/4.0/deed.en", - "type": "text/html", - "title": "Creative Commons Attribution-ShareAlike 4.0" + "type": "Collection", + "id": "met-office-global-deterministic-height", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://creativecommons.org/licenses/by-sa/4.0/deed.en", + "type": "text/html", + "title": "Creative Commons Attribution-ShareAlike 4.0" + }, + { + "rel": "describedBy", + "href": "https://www.metoffice.gov.uk/services/data/external-data-channels", + "title": "Met Office Dataset Documentation" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/met-office-global-deterministic-height", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/forecast/v0.2.0/schema.json", + "https://stac-extensions.github.io/datacube/v2.0.0/schema.json" + ], + "item_assets": { + "cloud_amount_on_height_levels": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Cloud amount on height levels", + "forecast:variable": "cloud_volume_fraction_in_atmosphere_layer" + } }, - { - "rel": "describedBy", - "href": "https://www.metoffice.gov.uk/services/data/external-data-channels", - "title": "Met Office Dataset Documentation" - } - ], - "title": "Height levels collection Met Office Global 10km deterministic weather forecast", - "assets": { - "thumbnail": { - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/met-office-global-deterministic-height.jpg", - "type": "image/jpeg", - "roles": [ - "thumbnail" - ], - "title": "Height levels collection Met Office Global 10km deterministic weather forecast thumbnail" - }, - "geoparquet-items": { - "href": "abfs://items/met-office-global-deterministic-height.parquet", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "table:storage_options": { - "account_name": "pcstacitems" - } - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -90, - 180, - 90 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2023-12-15T00:00:00Z", - null - ] - ] - } - }, - "license": "proprietary", - "keywords": [ - "Met Office", - "Weather", - "Forecast", - "Global", - "Cloud" - ], - "providers": [ - { - "url": "https://www.metoffice.gov.uk/", - "name": "Met Office", - "roles": [ - "producer", - "licensor", - "processor" - ] + "msft:region": "westeurope", + "msft:group_id": "met-office-global-deterministic", + "cube:variables": { + "cloud_volume_fraction_in_atmosphere_layer": { + "type": "data", + "unit": "1", + "dimensions": [ + "latitude", + "longitude", + "height", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Fraction of horizontal grid square occupied by cloud in layers centred on height levels. The levels are height above ground." + } }, - { - "url": "https://planetarycomputer.microsoft.com", - "name": "Microsoft", - "roles": [ - "host", - "processor" - ] - } - ], - "stac_version": "1.0.0", - "msft:group_id": "met-office-global-deterministic", - "msft:container": "deterministic", - "stac_extensions": [ - "https://stac-extensions.github.io/forecast/v0.2.0/schema.json", - "https://stac-extensions.github.io/datacube/v2.0.0/schema.json" - ], - "msft:storage_account": "ukmoeuwest", - "msft:short_description": "Met Office Global Deterministic Height Level", - "msft:region": "westeurope", - "item_assets": { - "cloud_amount_on_height_levels": { - "type": "application/netcdf", - "title": "Cloud amount on height levels", - "roles": [ - "data" - ], - "forecast:variable": "cloud_volume_fraction_in_atmosphere_layer" - } - }, - "description": "{{ collection.description }}", - "cube:dimensions": { - "latitude": { - "type": "spatial", - "axis": "y", - "extent": [ - -90, - 90 - ] - }, - "longitude": { - "type": "spatial", - "axis": "x", - "extent": [ - -180, - 180 - ] + "msft:container": "deterministic", + "cube:dimensions": { + "height": { + "type": "spatial", + "values": [ + 5, + 10, + 20, + 30, + 50, + 75, + 100, + 150, + 200, + 250, + 300, + 400, + 500, + 600, + 700, + 800, + 1000, + 1250, + 1500, + 1750, + 2000, + 2250, + 2500, + 2750, + 3000, + 3250, + 3500, + 3750, + 4000, + 4500, + 5000, + 5500, + 6000 + ] + }, + "latitude": { + "axis": "y", + "type": "spatial", + "extent": [ + -90, + 90 + ] + }, + "longitude": { + "axis": "x", + "type": "spatial", + "extent": [ + -180, + 180 + ] + }, + "forecast:horizon": { + "type": "temporal", + "extent": [ + null, + null + ], + "values": [ + "PT0H", + "PT1H", + "PT2H", + "PT3H", + "PT4H", + "PT5H", + "PT6H", + "PT7H", + "PT8H", + "PT9H", + "PT10H", + "PT11H", + "PT12H", + "PT13H", + "PT14H", + "PT15H", + "PT16H", + "PT17H", + "PT18H", + "PT19H", + "PT20H", + "PT21H", + "PT22H", + "PT23H", + "PT24H", + "PT25H", + "PT26H", + "PT27H", + "PT28H", + "PT29H", + "PT30H", + "PT31H", + "PT32H", + "PT33H", + "PT34H", + "PT35H", + "PT36H", + "PT37H", + "PT38H", + "PT39H", + "PT40H", + "PT41H", + "PT42H", + "PT43H", + "PT44H", + "PT45H", + "PT46H", + "PT47H", + "PT48H", + "PT49H", + "PT50H", + "PT51H", + "PT52H", + "PT53H", + "PT54H", + "PT57H", + "PT60H", + "PT63H", + "PT66H", + "PT69H", + "PT72H", + "PT75H", + "PT78H", + "PT81H", + "PT84H", + "PT87H", + "PT90H", + "PT93H", + "PT96H", + "PT99H", + "PT102H", + "PT105H", + "PT108H", + "PT111H", + "PT114H", + "PT117H", + "PT120H", + "PT123H", + "PT126H", + "PT129H", + "PT132H", + "PT135H", + "PT138H", + "PT141H", + "PT144H", + "PT150H", + "PT156H", + "PT162H", + "PT168H" + ] + }, + "forecast:reference_datetime": { + "type": "temporal", + "extent": [ + "2023-12-15T00:00:00Z", + null + ] + } }, - "height": { - "type": "spatial", - "values": [ - 5, - 10, - 20, - 30, - 50, - 75, - 100, - 150, - 200, - 250, - 300, - 400, - 500, - 600, - 700, - 800, - 1000, - 1250, - 1500, - 1750, - 2000, - 2250, - 2500, - 2750, - 3000, - 3250, - 3500, - 3750, - 4000, - 4500, - 5000, - 5500, - 6000 - ] + "msft:storage_account": "ukmoeuwest", + "msft:short_description": "Met Office Global Deterministic Height Level", + "title": "Height levels collection Met Office Global 10km deterministic weather forecast", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2023-12-15T00:00:00Z", + null + ] + ] + } }, - "forecast:reference_datetime": { - "type": "temporal", - "extent": [ - "2023-12-15T00:00:00Z", - null - ] - }, - "forecast:horizon": { - "type": "temporal", - "extent": [ - null, - null - ], - "values": [ - "PT0H", - "PT1H", - "PT2H", - "PT3H", - "PT4H", - "PT5H", - "PT6H", - "PT7H", - "PT8H", - "PT9H", - "PT10H", - "PT11H", - "PT12H", - "PT13H", - "PT14H", - "PT15H", - "PT16H", - "PT17H", - "PT18H", - "PT19H", - "PT20H", - "PT21H", - "PT22H", - "PT23H", - "PT24H", - "PT25H", - "PT26H", - "PT27H", - "PT28H", - "PT29H", - "PT30H", - "PT31H", - "PT32H", - "PT33H", - "PT34H", - "PT35H", - "PT36H", - "PT37H", - "PT38H", - "PT39H", - "PT40H", - "PT41H", - "PT42H", - "PT43H", - "PT44H", - "PT45H", - "PT46H", - "PT47H", - "PT48H", - "PT49H", - "PT50H", - "PT51H", - "PT52H", - "PT53H", - "PT54H", - "PT57H", - "PT60H", - "PT63H", - "PT66H", - "PT69H", - "PT72H", - "PT75H", - "PT78H", - "PT81H", - "PT84H", - "PT87H", - "PT90H", - "PT93H", - "PT96H", - "PT99H", - "PT102H", - "PT105H", - "PT108H", - "PT111H", - "PT114H", - "PT117H", - "PT120H", - "PT123H", - "PT126H", - "PT129H", - "PT132H", - "PT135H", - "PT138H", - "PT141H", - "PT144H", - "PT150H", - "PT156H", - "PT162H", - "PT168H" - ] - } - }, - "cube:variables": { - "cloud_volume_fraction_in_atmosphere_layer": { - "description": "Fraction of horizontal grid square occupied by cloud in layers centred on height levels. The levels are height above ground.", - "dimensions": [ - "latitude", - "longitude", - "height", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "1" + "license": "proprietary", + "keywords": [ + "Met Office", + "Weather", + "Forecast", + "Global", + "Cloud" + ], + "providers": [ + { + "name": "Met Office", + "roles": [ + "producer", + "licensor", + "processor" + ], + "url": "https://www.metoffice.gov.uk/" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/met-office-global-deterministic-height.jpg", + "type": "image/jpeg", + "title": "Height levels collection Met Office Global 10km deterministic weather forecast thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/met-office-global-deterministic-height.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } } - } } \ No newline at end of file diff --git a/datasets/met-office/collection/met-office-global-deterministic-near-surface/template.json b/datasets/met-office/collection/met-office-global-deterministic-near-surface/template.json index ea256d196..ebb74a4e9 100644 --- a/datasets/met-office/collection/met-office-global-deterministic-near-surface/template.json +++ b/datasets/met-office/collection/met-office-global-deterministic-near-surface/template.json @@ -1,882 +1,888 @@ { - "id": "met-office-global-deterministic-near-surface", - "type": "Collection", - "links": [ - { - "rel": "license", - "href": "https://creativecommons.org/licenses/by-sa/4.0/deed.en", - "type": "text/html", - "title": "Creative Commons Attribution-ShareAlike 4.0" - }, - { - "rel": "describedby", - "href": "https://www.metoffice.gov.uk/services/data/external-data-channels", - "title": "Met Office Dataset Documentation" - } - ], - "title": "Near-surface level collection Met Office global deterministic 10km forecast", - "assets": { - "thumbnail": { - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/met-office-global-deterministic-near-surface.jpg", - "type": "image/jpeg", - "roles": [ - "thumbnail" - ], - "title": "Near-surface level collection Met Office global deterministic 10km forecast thumbnail" - }, - "geoparquet-items": { - "href": "abfs://items/met-office-global-deterministic-near-surface.parquet", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "table:storage_options": { - "account_name": "pcstacitems" - } - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -90, - 180, - 90 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2023-12-15T00:00:00Z", - null - ] - ] - } - }, - "license": "proprietary", - "keywords": [ - "Met Office", - "Global", - "Forecast", - "Cloud", - "Fog", - "Heat Flux", - "Precipitation", - "Pressure", - "Radiation", - "Rainfall", - "Humidity", - "Snow", - "Temperature", - "Wind" - ], - "providers": [ - { - "url": "https://www.metoffice.gov.uk/", - "name": "Met Office", - "roles": [ - "producer", - "licensor", - "processor" - ] - }, - { - "url": "https://planetarycomputer.microsoft.com", - "name": "Microsoft", - "roles": [ - "host", - "processor" - ] - } - ], - "stac_version": "1.0.0", - "msft:group_id": "met-office-global-deterministic", - "msft:container": "deterministic", - "stac_extensions": [ - "https://stac-extensions.github.io/forecast/v0.2.0/schema.json", - "https://stac-extensions.github.io/datacube/v2.0.0/schema.json" - ], - "msft:storage_account": "ukmoeuwest", - "msft:short_description": "Met Office Global Deterministic Near Surface Level", - "msft:region": "westeurope", - "item_assets": { - "fog_fraction_at_screen_level": { - "type": "application/netcdf", - "title": "Fog fraction at screen level", - "roles": [ - "data" - ], - "forecast:variable": "fog_area_fraction" - }, - "height_of_orography": { - "type": "application/netcdf", - "title": "Height of orography", - "roles": [ - "data" - ], - "forecast:variable": "surface_altitude" - }, - "latent_heat_flux_at_surface_mean-PT01H": { - "type": "application/netcdf", - "title": "Hourly latent heat flux at surface mean", - "roles": [ - "data" - ], - "forecast:variable": "surface_upward_latent_heat_flux" - }, - "latent_heat_flux_at_surface_mean-PT03H": { - "type": "application/netcdf", - "title": "3H latent heat flux at surface mean", - "roles": [ - "data" - ], - "forecast:variable": "surface_upward_latent_heat_flux" - }, - "latent_heat_flux_at_surface_mean-PT06H": { - "type": "application/netcdf", - "title": "6H latent heat flux at surface mean", - "roles": [ - "data" - ], - "forecast:variable": "surface_upward_latent_heat_flux" - }, - "precipitation_accumulation-PT01H": { - "type": "application/netcdf", - "title": "Hourly precipitation accumulation", - "roles": [ - "data" - ], - "forecast:variable": "lwe_thickness_of_precipitation_amount" - }, - "precipitation_accumulation-PT03H": { - "type": "application/netcdf", - "title": "3H precipitation accumulation", - "roles": [ - "data" - ], - "forecast:variable": "lwe_thickness_of_precipitation_amount" - }, - "precipitation_accumulation-PT06H": { - "type": "application/netcdf", - "title": "6H precipitation accumulation", - "roles": [ - "data" - ], - "forecast:variable": "lwe_thickness_of_precipitation_amount" - }, - "precipitation_rate": { - "type": "application/netcdf", - "title": "Precipitation rate", - "roles": [ - "data" - ], - "forecast:variable": "lwe_precipitation_rate" - }, - "pressure_at_mean_sea_level": { - "type": "application/netcdf", - "title": "Pressure at mean sea level", - "roles": [ - "data" - ], - "forecast:variable": "air_pressure_at_sea_level" - }, - "radiation_flux_in_longwave_downward_at_surface": { - "type": "application/netcdf", - "title": "Radiation flux in longwave downward at surface", - "roles": [ - "data" - ], - "forecast:variable": "surface_downwelling_longwave_flux_in_air" - }, - "radiation_flux_in_shortwave_direct_downward_at_surface": { - "type": "application/netcdf", - "title": "Radiation flux in shortwave direct downward at surface", - "roles": [ - "data" - ], - "forecast:variable": "surface_direct_downwelling_shortwave_flux_in_air" - }, - "radiation_flux_in_shortwave_total_downward_at_surface": { - "type": "application/netcdf", - "title": "Radiation flux in shortwave total downward at surface", - "roles": [ - "data" - ], - "forecast:variable": "surface_downwelling_shortwave_flux_in_air" - }, - "radiation_flux_in_uv_downward_at_surface": { - "type": "application/netcdf", - "title": "Radiation flux in uv downward at surface", - "roles": [ - "data" - ], - "forecast:variable": "surface_downwelling_ultraviolet_flux_in_air" - }, - "rainfall_accumulation-PT01H": { - "type": "application/netcdf", - "title": "Hourly rainfall accumulation", - "roles": [ - "data" - ], - "forecast:variable": "thickness_of_rainfall_amount" - }, - "rainfall_accumulation-PT03H": { - "type": "application/netcdf", - "title": "3H rainfall accumulation", - "roles": [ - "data" - ], - "forecast:variable": "thickness_of_rainfall_amount" - }, - "rainfall_accumulation-PT06H": { - "type": "application/netcdf", - "title": "6H rainfall accumulation", - "roles": [ - "data" - ], - "forecast:variable": "thickness_of_rainfall_amount" - }, - "rainfall_rate": { - "type": "application/netcdf", - "title": "Rainfall rate", - "roles": [ - "data" - ], - "forecast:variable": "rainfall_rate" - }, - "rainfall_rate_from_convection": { - "type": "application/netcdf", - "title": "Rainfall rate from convection", - "roles": [ - "data" - ], - "forecast:variable": "convective_rainfall_rate" - }, - "rainfall_rate_from_convection_max-PT01H": { - "type": "application/netcdf", - "title": "Hourly rainfall rate from convection max", - "roles": [ - "data" - ], - "forecast:variable": "convective_rainfall_rate" - }, - "rainfall_rate_from_convection_max-PT03H": { - "type": "application/netcdf", - "title": "3H rainfall rate from convection max", - "roles": [ - "data" - ], - "forecast:variable": "convective_rainfall_rate" - }, - "rainfall_rate_from_convection_max-PT06H": { - "type": "application/netcdf", - "title": "6H rainfall rate from convection max", - "roles": [ - "data" - ], - "forecast:variable": "convective_rainfall_rate" - }, - "relative_humidity_at_screen_level": { - "type": "application/netcdf", - "title": "Relative humidity at screen level", - "roles": [ - "data" - ], - "forecast:variable": "relative_humidity" - }, - "snow_depth_water_equivalent": { - "type": "application/netcdf", - "title": "Snow depth water equivalent", - "roles": [ - "data" - ], - "forecast:variable": "lwe_thickness_of_surface_snow_amount" - }, - "snowfall_rate": { - "type": "application/netcdf", - "title": "Snowfall rate", - "roles": [ - "data" - ], - "forecast:variable": "lwe_snowfall_rate" - }, - "snowfall_rate_from_convection": { - "type": "application/netcdf", - "title": "Snowfall rate from convection", - "roles": [ - "data" - ], - "forecast:variable": "lwe_convective_snowfall_rate" - }, - "snowfall_rate_from_convection_max-PT01H": { - "type": "application/netcdf", - "title": "Hourly snowfall rate from convection max", - "roles": [ - "data" - ], - "forecast:variable": "lwe_convective_snowfall_rate" - }, - "snowfall_rate_from_convection_max-PT03H": { - "type": "application/netcdf", - "title": "3H snowfall rate from convection max", - "roles": [ - "data" - ], - "forecast:variable": "lwe_convective_snowfall_rate" - }, - "snowfall_rate_from_convection_max-PT06H": { - "type": "application/netcdf", - "title": "6H snowfall rate from convection max", - "roles": [ - "data" - ], - "forecast:variable": "lwe_convective_snowfall_rate" - }, - "snowfall_rate_from_convection_mean-PT01H": { - "type": "application/netcdf", - "title": "Hourly snowfall rate from convection mean", - "roles": [ - "data" - ], - "forecast:variable": "lwe_convective_snowfall_rate" - }, - "snowfall_rate_from_convection_mean-PT03H": { - "type": "application/netcdf", - "title": "3H snowfall rate from convection mean", - "roles": [ - "data" - ], - "forecast:variable": "lwe_convective_snowfall_rate" - }, - "snowfall_rate_from_convection_mean-PT06H": { - "type": "application/netcdf", - "title": "6H snowfall rate from convection mean", - "roles": [ - "data" - ], - "forecast:variable": "lwe_convective_snowfall_rate" - }, - "temperature_at_screen_level": { - "type": "application/netcdf", - "title": "Temperature at screen level", - "roles": [ - "data" - ], - "forecast:variable": "air_temperature" - }, - "temperature_at_screen_level_max-PT01H": { - "type": "application/netcdf", - "title": "Hourly temperature at screen level max", - "roles": [ - "data" - ], - "forecast:variable": "air_temperature" - }, - "temperature_at_screen_level_max-PT03H": { - "type": "application/netcdf", - "title": "3H temperature at screen level max", - "roles": [ - "data" - ], - "forecast:variable": "air_temperature" - }, - "temperature_at_screen_level_max-PT06H": { - "type": "application/netcdf", - "title": "6H temperature at screen level max", - "roles": [ - "data" - ], - "forecast:variable": "air_temperature" - }, - "temperature_at_screen_level_min-PT01H": { - "type": "application/netcdf", - "title": "Hourly temperature at screen level min", - "roles": [ - "data" - ], - "forecast:variable": "air_temperature" - }, - "temperature_at_screen_level_min-PT03H": { - "type": "application/netcdf", - "title": "3H remperature at screen level min", - "roles": [ - "data" - ], - "forecast:variable": "air_temperature" - }, - "temperature_at_screen_level_min-PT06H": { - "type": "application/netcdf", - "title": "6H temperature at screen level min", - "roles": [ - "data" - ], - "forecast:variable": "air_temperature" - }, - "temperature_at_surface": { - "type": "application/netcdf", - "title": "Temperature at surface", - "roles": [ - "data" - ], - "forecast:variable": "surface_temperature" - }, - "temperature_of_dew_point_at_screen_level": { - "type": "application/netcdf", - "title": "Dew point temperature at screen level", - "roles": [ - "data" - ], - "forecast:variable": "dew_point_temperature" - }, - "visibility_at_screen_level": { - "type": "application/netcdf", - "title": "Visibility at screen level", - "roles": [ - "data" - ], - "forecast:variable": "visibility_in_air" - }, - "wind_direction_at_10m": { - "type": "application/netcdf", - "title": "Wind direction at 10m", - "roles": [ - "data" - ], - "forecast:variable": "wind_from_direction" - }, - "wind_gust_at_10m": { - "type": "application/netcdf", - "title": "Wind gust at 10m", - "roles": [ - "data" - ], - "forecast:variable": "wind_speed_of_gust" - }, - "wind_gust_at_10m_max-PT01H": { - "type": "application/netcdf", - "title": "Hourly wind gust at 10m max", - "roles": [ - "data" - ], - "forecast:variable": "wind_speed_of_gust" - }, - "wind_gust_at_10m_max-PT03H": { - "type": "application/netcdf", - "title": "3H wind gust at 10m max", - "roles": [ - "data" - ], - "forecast:variable": "wind_speed_of_gust" - }, - "wind_gust_at_10m_max-PT06H": { - "type": "application/netcdf", - "title": "6H wind gust at 10m max", - "roles": [ - "data" - ], - "forecast:variable": "wind_speed_of_gust" - }, - "wind_speed_at_10m": { - "type": "application/netcdf", - "title": "Wind speed at 10m", - "roles": [ - "data" - ], - "forecast:variable": "wind_speed" - } - }, - "description": "{{ collection.description }}", - "cube:dimensions": { - "latitude": { - "type": "spatial", - "axis": "y", - "extent": [ - -90, - 90 - ] - }, - "longitude": { - "type": "spatial", - "axis": "x", - "extent": [ - -180, - 180 - ] - }, - "forecast:reference_datetime": { - "type": "temporal", - "extent": [ - "2023-12-15T00:00:00Z", - null - ] - }, - "forecast:horizon": { - "type": "temporal", - "extent": [ - null, - null - ], - "values": [ - "PT0H", - "PT1H", - "PT2H", - "PT3H", - "PT4H", - "PT5H", - "PT6H", - "PT7H", - "PT8H", - "PT9H", - "PT10H", - "PT11H", - "PT12H", - "PT13H", - "PT14H", - "PT15H", - "PT16H", - "PT17H", - "PT18H", - "PT19H", - "PT20H", - "PT21H", - "PT22H", - "PT23H", - "PT24H", - "PT25H", - "PT26H", - "PT27H", - "PT28H", - "PT29H", - "PT30H", - "PT31H", - "PT32H", - "PT33H", - "PT34H", - "PT35H", - "PT36H", - "PT37H", - "PT38H", - "PT39H", - "PT40H", - "PT41H", - "PT42H", - "PT43H", - "PT44H", - "PT45H", - "PT46H", - "PT47H", - "PT48H", - "PT49H", - "PT50H", - "PT51H", - "PT52H", - "PT53H", - "PT54H", - "PT57H", - "PT60H", - "PT63H", - "PT66H", - "PT69H", - "PT72H", - "PT75H", - "PT78H", - "PT81H", - "PT84H", - "PT87H", - "PT90H", - "PT93H", - "PT96H", - "PT99H", - "PT102H", - "PT105H", - "PT108H", - "PT111H", - "PT114H", - "PT117H", - "PT120H", - "PT123H", - "PT126H", - "PT129H", - "PT132H", - "PT135H", - "PT138H", - "PT141H", - "PT144H", - "PT150H", - "PT156H", - "PT162H", - "PT168H" - ] - } - }, - "cube:variables": { - "fog_area_fraction": { - "description": "Here fog means a visibility of 1000 m or lower. The reduction in visibility is caused water droplets or minute ice crystals forming close to the surface. This quantity represents the fraction of horizontal grid square occupied by fog. An alternative interpretation is that this represents the fractional probability of fog being present at any location in the grid square.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "1" - }, - "surface_altitude": { - "description": "Altitude or (geometric) height above the geoid of the surface (ground). It is worth remembering that orographic height can be negative, particularly in some of the inland sea areas (e.g. Caspian Sea at -27m and Dead Sea at -430m)", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "m" - }, - "surface_upward_latent_heat_flux": { - "description": "The latent heat flux, averaged over a model time step, at the surface.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "W/m2" - }, - "lwe_thickness_of_precipitation_amount": { - "description": "Implied depth of the layer of liquid water which has been deposited on the surface in the previous 6 hours. This includes rain, snow and hail, with the ice phase precipitation being considered as a liquid water equivalent (LWE) value. It includes the contribution from the model convection scheme if this is invoked.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "m" - }, - "lwe_precipitation_rate": { - "description": "Instantaneous rate at which liquid water (as a depth) was being deposited on the surface. This includes rain, snow and hail with the ice phase precipitation being considered as a liquid water equivalent (LWE) value. It includes the contribution from the model convection scheme if this is invoked.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "m/s" - }, - "air_pressure_at_sea_level": { - "description": "Air pressure at mean sea level which is close to the geoid in sea areas. Air pressure at sea level is the quantity often abbreviated as MSLP or PMSL.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "Pa" - }, - "surface_downwelling_longwave_flux_in_air": { - "description": "Longwave radiation at the surface from above directed at the ground.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "W/m2" - }, - "surface_direct_downwelling_shortwave_flux_in_air": { - "description": "Direct component of shortwave radiation at the surface from above directed at the ground.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "W/m2" - }, - "surface_downwelling_shortwave_flux_in_air": { - "description": "Total shortwave radiation at the surface from above directed at the ground.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "W/m2" - }, - "surface_downwelling_ultraviolet_flux_in_air": { - "description": "Ultaviolet radiation at the surface from above directed at the ground.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "W/m2" - }, - "thickness_of_rainfall_amount": { - "description": "Implied depth of the rain produced by the model precipitation scheme which has been deposited on the surface in the previous 6 hours. This excludes the rain produced by the model convection scheme.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "m" - }, - "rainfall_rate": { - "description": "Instantaneous rate at which rain (as a depth) was being produced by the model precipitation scheme and deposited on the surface. This excludes the rain produced by the model convection scheme.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "m/s" - }, - "convective_rainfall_rate": { - "description": "Maximum instantaneous rate at which rain (as a depth) has been produced by the model convection scheme and deposited on the surface in the previous 6 hours.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "m/s" - }, - "relative_humidity": { - "description": "Fractional relative humidity (ratio of the partial pressure of water vapour to the equilibrium vapour pressure of water) at screen level (1.5m above the surface.)", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "1" - }, - "lwe_thickness_of_surface_snow_amount": { - "description": "Liquid water equivalent (LWE) depth of the snow lying on the surface (ground). Typically water is 10 times as dense as snow, so multiplying by 10 gives an approximate depth of the snow, although wet snow can be significantly denser and powder snow much less dense.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "m" - }, - "lwe_snowfall_rate": { - "description": "Instantaneous rate at which liquid water equivalent (LWE) snow (as a depth) was produced by the model precipitation scheme and deposited on the surface. This excludes the snow produced by the the model convection scheme.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "m/s" - }, - "lwe_convective_snowfall_rate": { - "description": "Mean rate at which liquid water equivalent (LWE) snow (as a depth) has been produced by the model convection scheme and deposited on the surface in the previous 6 hours.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "m/s" - }, - "air_temperature": { - "description": "Minimum instantaneous air temperature at screen level (1.5m) in the previous 6 hours.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "K" - }, - "surface_temperature": { - "description": "Temperature at the surface interface between the air and the ground.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "K" - }, - "dew_point_temperature": { - "description": "Instantaneous dew point temperature (temperature at which a parcel of air reaches saturation upon being cooled at constant pressure and specific humidity) at screen level (1.5m).", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "K" - }, - "visibility_in_air": { - "description": "Horizontal distance at which something can be seen horizontally from screen level (1.5m).", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "m" - }, - "wind_from_direction": { - "description": "Wind at 10m above the surface is defined as a two-dimensional (horizontal) air velocity vector with no vertical component. In meteorological reports the direction of the wind vector is given as the direction from which it is blowing. Note: This with wind speed at 10m replaces x wind at 10m and y wind at 10m.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "degrees" - }, - "wind_speed_of_gust": { - "description": "Maximum diagnosed instantaneous wind gust at 10m in the previous 6 hours. This can be considered as the extreme wind speed that might be experienced in this period.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "m/s" - }, - "wind_speed": { - "description": "Wind at 10m above the surface is defined as a two-dimensional (horizontal) air velocity vector with no vertical component. The speed is the magnitude of velocity.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "m/s" + "type": "Collection", + "id": "met-office-global-deterministic-near-surface", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://creativecommons.org/licenses/by-sa/4.0/deed.en", + "type": "text/html", + "title": "Creative Commons Attribution-ShareAlike 4.0" + }, + { + "rel": "describedby", + "href": "https://www.metoffice.gov.uk/services/data/external-data-channels", + "title": "Met Office Dataset Documentation" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/met-office-global-deterministic-near-surface", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/forecast/v0.2.0/schema.json", + "https://stac-extensions.github.io/datacube/v2.0.0/schema.json" + ], + "item_assets": { + "rainfall_rate": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Rainfall rate", + "forecast:variable": "rainfall_rate" + }, + "snowfall_rate": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Snowfall rate", + "forecast:variable": "lwe_snowfall_rate" + }, + "wind_gust_at_10m": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Wind gust at 10m", + "forecast:variable": "wind_speed_of_gust" + }, + "wind_speed_at_10m": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Wind speed at 10m", + "forecast:variable": "wind_speed" + }, + "precipitation_rate": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Precipitation rate", + "forecast:variable": "lwe_precipitation_rate" + }, + "height_of_orography": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Height of orography", + "forecast:variable": "surface_altitude" + }, + "wind_direction_at_10m": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Wind direction at 10m", + "forecast:variable": "wind_from_direction" + }, + "temperature_at_surface": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Temperature at surface", + "forecast:variable": "surface_temperature" + }, + "pressure_at_mean_sea_level": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Pressure at mean sea level", + "forecast:variable": "air_pressure_at_sea_level" + }, + "visibility_at_screen_level": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Visibility at screen level", + "forecast:variable": "visibility_in_air" + }, + "wind_gust_at_10m_max-PT01H": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Hourly wind gust at 10m max", + "forecast:variable": "wind_speed_of_gust" + }, + "wind_gust_at_10m_max-PT03H": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "3H wind gust at 10m max", + "forecast:variable": "wind_speed_of_gust" + }, + "wind_gust_at_10m_max-PT06H": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "6H wind gust at 10m max", + "forecast:variable": "wind_speed_of_gust" + }, + "rainfall_accumulation-PT01H": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Hourly rainfall accumulation", + "forecast:variable": "thickness_of_rainfall_amount" + }, + "rainfall_accumulation-PT03H": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "3H rainfall accumulation", + "forecast:variable": "thickness_of_rainfall_amount" + }, + "rainfall_accumulation-PT06H": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "6H rainfall accumulation", + "forecast:variable": "thickness_of_rainfall_amount" + }, + "snow_depth_water_equivalent": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Snow depth water equivalent", + "forecast:variable": "lwe_thickness_of_surface_snow_amount" + }, + "temperature_at_screen_level": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Temperature at screen level", + "forecast:variable": "air_temperature" + }, + "fog_fraction_at_screen_level": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Fog fraction at screen level", + "forecast:variable": "fog_area_fraction" + }, + "rainfall_rate_from_convection": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Rainfall rate from convection", + "forecast:variable": "convective_rainfall_rate" + }, + "snowfall_rate_from_convection": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Snowfall rate from convection", + "forecast:variable": "lwe_convective_snowfall_rate" + }, + "precipitation_accumulation-PT01H": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Hourly precipitation accumulation", + "forecast:variable": "lwe_thickness_of_precipitation_amount" + }, + "precipitation_accumulation-PT03H": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "3H precipitation accumulation", + "forecast:variable": "lwe_thickness_of_precipitation_amount" + }, + "precipitation_accumulation-PT06H": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "6H precipitation accumulation", + "forecast:variable": "lwe_thickness_of_precipitation_amount" + }, + "relative_humidity_at_screen_level": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Relative humidity at screen level", + "forecast:variable": "relative_humidity" + }, + "temperature_at_screen_level_max-PT01H": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Hourly temperature at screen level max", + "forecast:variable": "air_temperature" + }, + "temperature_at_screen_level_max-PT03H": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "3H temperature at screen level max", + "forecast:variable": "air_temperature" + }, + "temperature_at_screen_level_max-PT06H": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "6H temperature at screen level max", + "forecast:variable": "air_temperature" + }, + "temperature_at_screen_level_min-PT01H": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Hourly temperature at screen level min", + "forecast:variable": "air_temperature" + }, + "temperature_at_screen_level_min-PT03H": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "3H remperature at screen level min", + "forecast:variable": "air_temperature" + }, + "temperature_at_screen_level_min-PT06H": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "6H temperature at screen level min", + "forecast:variable": "air_temperature" + }, + "latent_heat_flux_at_surface_mean-PT01H": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Hourly latent heat flux at surface mean", + "forecast:variable": "surface_upward_latent_heat_flux" + }, + "latent_heat_flux_at_surface_mean-PT03H": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "3H latent heat flux at surface mean", + "forecast:variable": "surface_upward_latent_heat_flux" + }, + "latent_heat_flux_at_surface_mean-PT06H": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "6H latent heat flux at surface mean", + "forecast:variable": "surface_upward_latent_heat_flux" + }, + "rainfall_rate_from_convection_max-PT01H": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Hourly rainfall rate from convection max", + "forecast:variable": "convective_rainfall_rate" + }, + "rainfall_rate_from_convection_max-PT03H": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "3H rainfall rate from convection max", + "forecast:variable": "convective_rainfall_rate" + }, + "rainfall_rate_from_convection_max-PT06H": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "6H rainfall rate from convection max", + "forecast:variable": "convective_rainfall_rate" + }, + "snowfall_rate_from_convection_max-PT01H": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Hourly snowfall rate from convection max", + "forecast:variable": "lwe_convective_snowfall_rate" + }, + "snowfall_rate_from_convection_max-PT03H": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "3H snowfall rate from convection max", + "forecast:variable": "lwe_convective_snowfall_rate" + }, + "snowfall_rate_from_convection_max-PT06H": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "6H snowfall rate from convection max", + "forecast:variable": "lwe_convective_snowfall_rate" + }, + "radiation_flux_in_uv_downward_at_surface": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Radiation flux in uv downward at surface", + "forecast:variable": "surface_downwelling_ultraviolet_flux_in_air" + }, + "snowfall_rate_from_convection_mean-PT01H": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Hourly snowfall rate from convection mean", + "forecast:variable": "lwe_convective_snowfall_rate" + }, + "snowfall_rate_from_convection_mean-PT03H": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "3H snowfall rate from convection mean", + "forecast:variable": "lwe_convective_snowfall_rate" + }, + "snowfall_rate_from_convection_mean-PT06H": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "6H snowfall rate from convection mean", + "forecast:variable": "lwe_convective_snowfall_rate" + }, + "temperature_of_dew_point_at_screen_level": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Dew point temperature at screen level", + "forecast:variable": "dew_point_temperature" + }, + "radiation_flux_in_longwave_downward_at_surface": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Radiation flux in longwave downward at surface", + "forecast:variable": "surface_downwelling_longwave_flux_in_air" + }, + "radiation_flux_in_shortwave_total_downward_at_surface": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Radiation flux in shortwave total downward at surface", + "forecast:variable": "surface_downwelling_shortwave_flux_in_air" + }, + "radiation_flux_in_shortwave_direct_downward_at_surface": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Radiation flux in shortwave direct downward at surface", + "forecast:variable": "surface_direct_downwelling_shortwave_flux_in_air" + } + }, + "msft:region": "westeurope", + "msft:group_id": "met-office-global-deterministic", + "cube:variables": { + "wind_speed": { + "type": "data", + "unit": "m/s", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Wind at 10m above the surface is defined as a two-dimensional (horizontal) air velocity vector with no vertical component. The speed is the magnitude of velocity." + }, + "rainfall_rate": { + "type": "data", + "unit": "m/s", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Instantaneous rate at which rain (as a depth) was being produced by the model precipitation scheme and deposited on the surface. This excludes the rain produced by the model convection scheme." + }, + "air_temperature": { + "type": "data", + "unit": "K", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Minimum instantaneous air temperature at screen level (1.5m) in the previous 6 hours." + }, + "surface_altitude": { + "type": "data", + "unit": "m", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Altitude or (geometric) height above the geoid of the surface (ground). It is worth remembering that orographic height can be negative, particularly in some of the inland sea areas (e.g. Caspian Sea at -27m and Dead Sea at -430m)" + }, + "fog_area_fraction": { + "type": "data", + "unit": "1", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Here fog means a visibility of 1000 m or lower. The reduction in visibility is caused water droplets or minute ice crystals forming close to the surface. This quantity represents the fraction of horizontal grid square occupied by fog. An alternative interpretation is that this represents the fractional probability of fog being present at any location in the grid square." + }, + "lwe_snowfall_rate": { + "type": "data", + "unit": "m/s", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Instantaneous rate at which liquid water equivalent (LWE) snow (as a depth) was produced by the model precipitation scheme and deposited on the surface. This excludes the snow produced by the the model convection scheme." + }, + "relative_humidity": { + "type": "data", + "unit": "1", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Fractional relative humidity (ratio of the partial pressure of water vapour to the equilibrium vapour pressure of water) at screen level (1.5m above the surface.)" + }, + "visibility_in_air": { + "type": "data", + "unit": "m", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Horizontal distance at which something can be seen horizontally from screen level (1.5m)." + }, + "wind_speed_of_gust": { + "type": "data", + "unit": "m/s", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Maximum diagnosed instantaneous wind gust at 10m in the previous 6 hours. This can be considered as the extreme wind speed that might be experienced in this period." + }, + "surface_temperature": { + "type": "data", + "unit": "K", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Temperature at the surface interface between the air and the ground." + }, + "wind_from_direction": { + "type": "data", + "unit": "degrees", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Wind at 10m above the surface is defined as a two-dimensional (horizontal) air velocity vector with no vertical component. In meteorological reports the direction of the wind vector is given as the direction from which it is blowing. Note: This with wind speed at 10m replaces x wind at 10m and y wind at 10m." + }, + "dew_point_temperature": { + "type": "data", + "unit": "K", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Instantaneous dew point temperature (temperature at which a parcel of air reaches saturation upon being cooled at constant pressure and specific humidity) at screen level (1.5m)." + }, + "lwe_precipitation_rate": { + "type": "data", + "unit": "m/s", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Instantaneous rate at which liquid water (as a depth) was being deposited on the surface. This includes rain, snow and hail with the ice phase precipitation being considered as a liquid water equivalent (LWE) value. It includes the contribution from the model convection scheme if this is invoked." + }, + "convective_rainfall_rate": { + "type": "data", + "unit": "m/s", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Maximum instantaneous rate at which rain (as a depth) has been produced by the model convection scheme and deposited on the surface in the previous 6 hours." + }, + "air_pressure_at_sea_level": { + "type": "data", + "unit": "Pa", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Air pressure at mean sea level which is close to the geoid in sea areas. Air pressure at sea level is the quantity often abbreviated as MSLP or PMSL." + }, + "lwe_convective_snowfall_rate": { + "type": "data", + "unit": "m/s", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Mean rate at which liquid water equivalent (LWE) snow (as a depth) has been produced by the model convection scheme and deposited on the surface in the previous 6 hours." + }, + "thickness_of_rainfall_amount": { + "type": "data", + "unit": "m", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Implied depth of the rain produced by the model precipitation scheme which has been deposited on the surface in the previous 6 hours. This excludes the rain produced by the model convection scheme." + }, + "surface_upward_latent_heat_flux": { + "type": "data", + "unit": "W/m2", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "The latent heat flux, averaged over a model time step, at the surface." + }, + "lwe_thickness_of_surface_snow_amount": { + "type": "data", + "unit": "m", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Liquid water equivalent (LWE) depth of the snow lying on the surface (ground). Typically water is 10 times as dense as snow, so multiplying by 10 gives an approximate depth of the snow, although wet snow can be significantly denser and powder snow much less dense." + }, + "lwe_thickness_of_precipitation_amount": { + "type": "data", + "unit": "m", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Implied depth of the layer of liquid water which has been deposited on the surface in the previous 6 hours. This includes rain, snow and hail, with the ice phase precipitation being considered as a liquid water equivalent (LWE) value. It includes the contribution from the model convection scheme if this is invoked." + }, + "surface_downwelling_longwave_flux_in_air": { + "type": "data", + "unit": "W/m2", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Longwave radiation at the surface from above directed at the ground." + }, + "surface_downwelling_shortwave_flux_in_air": { + "type": "data", + "unit": "W/m2", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Total shortwave radiation at the surface from above directed at the ground." + }, + "surface_downwelling_ultraviolet_flux_in_air": { + "type": "data", + "unit": "W/m2", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Ultaviolet radiation at the surface from above directed at the ground." + }, + "surface_direct_downwelling_shortwave_flux_in_air": { + "type": "data", + "unit": "W/m2", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Direct component of shortwave radiation at the surface from above directed at the ground." + } + }, + "msft:container": "deterministic", + "cube:dimensions": { + "latitude": { + "axis": "y", + "type": "spatial", + "extent": [ + -90, + 90 + ] + }, + "longitude": { + "axis": "x", + "type": "spatial", + "extent": [ + -180, + 180 + ] + }, + "forecast:horizon": { + "type": "temporal", + "extent": [ + null, + null + ], + "values": [ + "PT0H", + "PT1H", + "PT2H", + "PT3H", + "PT4H", + "PT5H", + "PT6H", + "PT7H", + "PT8H", + "PT9H", + "PT10H", + "PT11H", + "PT12H", + "PT13H", + "PT14H", + "PT15H", + "PT16H", + "PT17H", + "PT18H", + "PT19H", + "PT20H", + "PT21H", + "PT22H", + "PT23H", + "PT24H", + "PT25H", + "PT26H", + "PT27H", + "PT28H", + "PT29H", + "PT30H", + "PT31H", + "PT32H", + "PT33H", + "PT34H", + "PT35H", + "PT36H", + "PT37H", + "PT38H", + "PT39H", + "PT40H", + "PT41H", + "PT42H", + "PT43H", + "PT44H", + "PT45H", + "PT46H", + "PT47H", + "PT48H", + "PT49H", + "PT50H", + "PT51H", + "PT52H", + "PT53H", + "PT54H", + "PT57H", + "PT60H", + "PT63H", + "PT66H", + "PT69H", + "PT72H", + "PT75H", + "PT78H", + "PT81H", + "PT84H", + "PT87H", + "PT90H", + "PT93H", + "PT96H", + "PT99H", + "PT102H", + "PT105H", + "PT108H", + "PT111H", + "PT114H", + "PT117H", + "PT120H", + "PT123H", + "PT126H", + "PT129H", + "PT132H", + "PT135H", + "PT138H", + "PT141H", + "PT144H", + "PT150H", + "PT156H", + "PT162H", + "PT168H" + ] + }, + "forecast:reference_datetime": { + "type": "temporal", + "extent": [ + "2023-12-15T00:00:00Z", + null + ] + } + }, + "msft:storage_account": "ukmoeuwest", + "msft:short_description": "Met Office Global Deterministic Near Surface Level", + "title": "Near-surface level collection Met Office global deterministic 10km forecast", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2023-12-15T00:00:00Z", + null + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "Met Office", + "Global", + "Forecast", + "Cloud", + "Fog", + "Heat Flux", + "Precipitation", + "Pressure", + "Radiation", + "Rainfall", + "Humidity", + "Snow", + "Temperature", + "Wind" + ], + "providers": [ + { + "name": "Met Office", + "roles": [ + "producer", + "licensor", + "processor" + ], + "url": "https://www.metoffice.gov.uk/" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/met-office-global-deterministic-near-surface.jpg", + "type": "image/jpeg", + "title": "Near-surface level collection Met Office global deterministic 10km forecast thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/met-office-global-deterministic-near-surface.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } } - } } \ No newline at end of file diff --git a/datasets/met-office/collection/met-office-global-deterministic-pressure/template.json b/datasets/met-office/collection/met-office-global-deterministic-pressure/template.json index 052b9473d..d75e6d405 100644 --- a/datasets/met-office/collection/met-office-global-deterministic-pressure/template.json +++ b/datasets/met-office/collection/met-office-global-deterministic-pressure/template.json @@ -1,409 +1,415 @@ { - "id": "met-office-global-deterministic-pressure", - "type": "Collection", - "links": [ - { - "rel": "license", - "href": "https://creativecommons.org/licenses/by-sa/4.0/deed.en", - "type": "text/html", - "title": "Creative Commons Attribution-ShareAlike 4.0" + "type": "Collection", + "id": "met-office-global-deterministic-pressure", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://creativecommons.org/licenses/by-sa/4.0/deed.en", + "type": "text/html", + "title": "Creative Commons Attribution-ShareAlike 4.0" + }, + { + "rel": "describedBy", + "href": "https://www.metoffice.gov.uk/services/data/external-data-channels", + "title": "Met Office Dataset Documentation" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/met-office-global-deterministic-pressure", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/forecast/v0.2.0/schema.json", + "https://stac-extensions.github.io/datacube/v2.0.0/schema.json" + ], + "item_assets": { + "height_ASL_on_pressure_levels": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Height Above Sea Level on pressure levels", + "forecast:variable": "geopotential_height" + }, + "wind_speed_on_pressure_levels": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Wind speed on pressure levels", + "forecast:variable": "wind_speed" + }, + "temperature_on_pressure_levels": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Temperature on pressure levels", + "forecast:variable": "air_temperature" + }, + "wind_direction_on_pressure_levels": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Wind direction on pressure levels", + "forecast:variable": "wind_from_direction" + }, + "relative_humidity_on_pressure_levels": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Relative humidity on pressure levels", + "forecast:variable": "relative_humidity" + }, + "geopotential_height_on_pressure_levels": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Geopotential height on pressure levels", + "forecast:variable": "geopotential_height" + }, + "wind_vertical_velocity_on_pressure_levels": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Wind vertical velocity on pressure levels", + "forecast:variable": "upward_air_velocity" + }, + "wet_bulb_potential_temperature_on_pressure_levels": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Wet bulb potential temperature on pressure levels", + "forecast:variable": "wet_bulb_potential_temperature" + } }, - { - "rel": "describedBy", - "href": "https://www.metoffice.gov.uk/services/data/external-data-channels", - "title": "Met Office Dataset Documentation" - } - ], - "title": "Pressure levels collection Met Office Global 10km deterministic weather forecast", - "assets": { - "thumbnail": { - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/met-office-global-deterministic-pressure.jpg", - "type": "image/jpeg", - "roles": [ - "thumbnail" - ], - "title": "Pressure levels collection Met Office Global 10km deterministic weather forecast thumbnail" - }, - "geoparquet-items": { - "href": "abfs://items/met-office-global-deterministic-pressure.parquet", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "table:storage_options": { - "account_name": "pcstacitems" - } - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -90, - 180, - 90 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2023-12-15T00:00:00Z", - null - ] - ] - } - }, - "license": "proprietary", - "keywords": [ - "MetOffice", - "Global", - "Cloud" - ], - "providers": [ - { - "url": "https://www.metoffice.gov.uk/", - "name": "Met Office", - "roles": [ - "producer", - "licensor", - "processor" - ] - }, - { - "url": "https://planetarycomputer.microsoft.com", - "name": "Microsoft", - "roles": [ - "host", - "processor" - ] - } - ], - "stac_version": "1.0.0", - "msft:group_id": "met-office-global-deterministic", - "msft:container": "deterministic", - "stac_extensions": [ - "https://stac-extensions.github.io/forecast/v0.2.0/schema.json", - "https://stac-extensions.github.io/datacube/v2.0.0/schema.json" - ], - "msft:storage_account": "ukmoeuwest", - "msft:short_description": "Met Office Global Deterministic Pressure Level", - "msft:region": "westeurope", - "item_assets": { - "geopotential_height_on_pressure_levels": { - "type": "application/netcdf", - "title": "Geopotential height on pressure levels", - "roles": [ - "data" - ], - "forecast:variable": "geopotential_height" - }, - "height_ASL_on_pressure_levels": { - "type": "application/netcdf", - "title": "Height Above Sea Level on pressure levels", - "roles": [ - "data" - ], - "forecast:variable": "geopotential_height" - }, - "relative_humidity_on_pressure_levels": { - "type": "application/netcdf", - "title": "Relative humidity on pressure levels", - "roles": [ - "data" - ], - "forecast:variable": "relative_humidity" - }, - "temperature_on_pressure_levels": { - "type": "application/netcdf", - "title": "Temperature on pressure levels", - "roles": [ - "data" - ], - "forecast:variable": "air_temperature" - }, - "wet_bulb_potential_temperature_on_pressure_levels": { - "type": "application/netcdf", - "title": "Wet bulb potential temperature on pressure levels", - "roles": [ - "data" - ], - "forecast:variable": "wet_bulb_potential_temperature" - }, - "wind_direction_on_pressure_levels": { - "type": "application/netcdf", - "title": "Wind direction on pressure levels", - "roles": [ - "data" - ], - "forecast:variable": "wind_from_direction" - }, - "wind_speed_on_pressure_levels": { - "type": "application/netcdf", - "title": "Wind speed on pressure levels", - "roles": [ - "data" - ], - "forecast:variable": "wind_speed" - }, - "wind_vertical_velocity_on_pressure_levels": { - "type": "application/netcdf", - "title": "Wind vertical velocity on pressure levels", - "roles": [ - "data" - ], - "forecast:variable": "upward_air_velocity" - } - }, - "description": "{{ collection.description }}", - "cube:dimensions": { - "latitude": { - "type": "spatial", - "axis": "y", - "extent": [ - -90, - 90 - ] - }, - "longitude": { - "type": "spatial", - "axis": "x", - "extent": [ - -180, - 180 - ] - }, - "pressure_levels": { - "type": "spatial", - "values": [ - 100000, - 97500, - 95000, - 92500, - 90000, - 85000, - 80000, - 75000, - 70000, - 6500, - 60000, - 55000, - 50000, - 45000, - 40000, - 37500, - 35000, - 32500, - 30000, - 27500, - 25000, - 22500, - 20000, - 17500, - 15000, - 12500, - 10000, - 7000, - 5000, - 4000, - 3000, - 2000, - 1000 - ] - }, - "forecast:reference_datetime": { - "type": "temporal", - "extent": [ - "2023-12-15T00:00:00Z", - null - ] - }, - "forecast:horizon": { - "type": "temporal", - "extent": [ - null, - null - ], - "values": [ - "PT0H", - "PT1H", - "PT2H", - "PT3H", - "PT4H", - "PT5H", - "PT6H", - "PT7H", - "PT8H", - "PT9H", - "PT10H", - "PT11H", - "PT12H", - "PT13H", - "PT14H", - "PT15H", - "PT16H", - "PT17H", - "PT18H", - "PT19H", - "PT20H", - "PT21H", - "PT22H", - "PT23H", - "PT24H", - "PT25H", - "PT26H", - "PT27H", - "PT28H", - "PT29H", - "PT30H", - "PT31H", - "PT32H", - "PT33H", - "PT34H", - "PT35H", - "PT36H", - "PT37H", - "PT38H", - "PT39H", - "PT40H", - "PT41H", - "PT42H", - "PT43H", - "PT44H", - "PT45H", - "PT46H", - "PT47H", - "PT48H", - "PT49H", - "PT50H", - "PT51H", - "PT52H", - "PT53H", - "PT54H", - "PT57H", - "PT60H", - "PT63H", - "PT66H", - "PT69H", - "PT72H", - "PT75H", - "PT78H", - "PT81H", - "PT84H", - "PT87H", - "PT90H", - "PT93H", - "PT96H", - "PT99H", - "PT102H", - "PT105H", - "PT108H", - "PT111H", - "PT114H", - "PT117H", - "PT120H", - "PT123H", - "PT126H", - "PT129H", - "PT132H", - "PT135H", - "PT138H", - "PT141H", - "PT144H", - "PT150H", - "PT156H", - "PT162H", - "PT168H" - ] - } - }, - "cube:variables": { - "geopotential_height": { - "description": "Height above sea level of the pressure levels. Note: from January 2026, this parameter will be replaced by geopotential_height_on_pressure_levels", - "dimensions": [ - "latitude", - "longitude", - "pressure_levels", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "m" - }, - "relative_humidity": { - "description": "Fractional relative humidity (ratio of the partial pressure of water vapour to the equilibrium vapour pressure of water) on pressure levels", - "dimensions": [ - "latitude", - "longitude", - "pressure_levels", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "1" - }, - "air_temperature": { - "description": "Air temperature on pressure levels", - "dimensions": [ - "latitude", - "longitude", - "pressure_levels", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "K" - }, - "wet_bulb_potential_temperature": { - "description": "Wet bulb potential temperature on pressure levels. Wet bulb potential temperature is defined as the temperature that a parcel of air would have if it were brought down to the standard pressure of 1000hPa following a saturated adiabatic lapse rate.", - "dimensions": [ - "latitude", - "longitude", - "pressure_levels", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "K" + "msft:region": "westeurope", + "msft:group_id": "met-office-global-deterministic", + "cube:variables": { + "wind_speed": { + "type": "data", + "unit": "m/s", + "dimensions": [ + "latitude", + "longitude", + "pressure_levels", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Wind speed on pressure levels is defined as a two-dimensional (horizontal) air velocity vector with no vertical component. The speed is the magnitude of velocity." + }, + "air_temperature": { + "type": "data", + "unit": "K", + "dimensions": [ + "latitude", + "longitude", + "pressure_levels", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Air temperature on pressure levels" + }, + "relative_humidity": { + "type": "data", + "unit": "1", + "dimensions": [ + "latitude", + "longitude", + "pressure_levels", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Fractional relative humidity (ratio of the partial pressure of water vapour to the equilibrium vapour pressure of water) on pressure levels" + }, + "geopotential_height": { + "type": "data", + "unit": "m", + "dimensions": [ + "latitude", + "longitude", + "pressure_levels", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Height above sea level of the pressure levels. Note: from January 2026, this parameter will be replaced by geopotential_height_on_pressure_levels" + }, + "upward_air_velocity": { + "type": "data", + "unit": "m/s", + "dimensions": [ + "latitude", + "longitude", + "pressure_levels", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Speed of the vertical component of the air motion at a pressure levels. Upwards is positive and downwards is negative." + }, + "wind_from_direction": { + "type": "data", + "unit": "degrees", + "dimensions": [ + "latitude", + "longitude", + "pressure_levels", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Wind direction on pressure levels is defined as a two-dimensional (horizontal) air velocity vector with no vertical component. In meteorological reports the direction of the wind vector is given as the direction from which it is blowing." + }, + "wet_bulb_potential_temperature": { + "type": "data", + "unit": "K", + "dimensions": [ + "latitude", + "longitude", + "pressure_levels", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Wet bulb potential temperature on pressure levels. Wet bulb potential temperature is defined as the temperature that a parcel of air would have if it were brought down to the standard pressure of 1000hPa following a saturated adiabatic lapse rate." + } }, - "wind_from_direction": { - "description": "Wind direction on pressure levels is defined as a two-dimensional (horizontal) air velocity vector with no vertical component. In meteorological reports the direction of the wind vector is given as the direction from which it is blowing.", - "dimensions": [ - "latitude", - "longitude", - "pressure_levels", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "degrees" + "msft:container": "deterministic", + "cube:dimensions": { + "latitude": { + "axis": "y", + "type": "spatial", + "extent": [ + -90, + 90 + ] + }, + "longitude": { + "axis": "x", + "type": "spatial", + "extent": [ + -180, + 180 + ] + }, + "pressure_levels": { + "type": "spatial", + "values": [ + 100000, + 97500, + 95000, + 92500, + 90000, + 85000, + 80000, + 75000, + 70000, + 6500, + 60000, + 55000, + 50000, + 45000, + 40000, + 37500, + 35000, + 32500, + 30000, + 27500, + 25000, + 22500, + 20000, + 17500, + 15000, + 12500, + 10000, + 7000, + 5000, + 4000, + 3000, + 2000, + 1000 + ] + }, + "forecast:horizon": { + "type": "temporal", + "extent": [ + null, + null + ], + "values": [ + "PT0H", + "PT1H", + "PT2H", + "PT3H", + "PT4H", + "PT5H", + "PT6H", + "PT7H", + "PT8H", + "PT9H", + "PT10H", + "PT11H", + "PT12H", + "PT13H", + "PT14H", + "PT15H", + "PT16H", + "PT17H", + "PT18H", + "PT19H", + "PT20H", + "PT21H", + "PT22H", + "PT23H", + "PT24H", + "PT25H", + "PT26H", + "PT27H", + "PT28H", + "PT29H", + "PT30H", + "PT31H", + "PT32H", + "PT33H", + "PT34H", + "PT35H", + "PT36H", + "PT37H", + "PT38H", + "PT39H", + "PT40H", + "PT41H", + "PT42H", + "PT43H", + "PT44H", + "PT45H", + "PT46H", + "PT47H", + "PT48H", + "PT49H", + "PT50H", + "PT51H", + "PT52H", + "PT53H", + "PT54H", + "PT57H", + "PT60H", + "PT63H", + "PT66H", + "PT69H", + "PT72H", + "PT75H", + "PT78H", + "PT81H", + "PT84H", + "PT87H", + "PT90H", + "PT93H", + "PT96H", + "PT99H", + "PT102H", + "PT105H", + "PT108H", + "PT111H", + "PT114H", + "PT117H", + "PT120H", + "PT123H", + "PT126H", + "PT129H", + "PT132H", + "PT135H", + "PT138H", + "PT141H", + "PT144H", + "PT150H", + "PT156H", + "PT162H", + "PT168H" + ] + }, + "forecast:reference_datetime": { + "type": "temporal", + "extent": [ + "2023-12-15T00:00:00Z", + null + ] + } }, - "wind_speed": { - "description": "Wind speed on pressure levels is defined as a two-dimensional (horizontal) air velocity vector with no vertical component. The speed is the magnitude of velocity.", - "dimensions": [ - "latitude", - "longitude", - "pressure_levels", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "m/s" + "msft:storage_account": "ukmoeuwest", + "msft:short_description": "Met Office Global Deterministic Pressure Level", + "title": "Pressure levels collection Met Office Global 10km deterministic weather forecast", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2023-12-15T00:00:00Z", + null + ] + ] + } }, - "upward_air_velocity": { - "description": "Speed of the vertical component of the air motion at a pressure levels. Upwards is positive and downwards is negative.", - "dimensions": [ - "latitude", - "longitude", - "pressure_levels", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "m/s" + "license": "proprietary", + "keywords": [ + "MetOffice", + "Global", + "Cloud" + ], + "providers": [ + { + "name": "Met Office", + "roles": [ + "producer", + "licensor", + "processor" + ], + "url": "https://www.metoffice.gov.uk/" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/met-office-global-deterministic-pressure.jpg", + "type": "image/jpeg", + "title": "Pressure levels collection Met Office Global 10km deterministic weather forecast thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/met-office-global-deterministic-pressure.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } } - } } \ No newline at end of file diff --git a/datasets/met-office/collection/met-office-global-deterministic-whole-atmosphere/template.json b/datasets/met-office/collection/met-office-global-deterministic-whole-atmosphere/template.json index 2010c3b9b..57b56a59f 100644 --- a/datasets/met-office/collection/met-office-global-deterministic-whole-atmosphere/template.json +++ b/datasets/met-office/collection/met-office-global-deterministic-whole-atmosphere/template.json @@ -1,467 +1,473 @@ { - "id": "met-office-global-deterministic-whole-atmosphere", - "type": "Collection", - "links": [ - { - "rel": "license", - "href": "https://creativecommons.org/licenses/by-sa/4.0/deed.en", - "type": "text/html", - "title": "Creative Commons Attribution-ShareAlike 4.0" + "type": "Collection", + "id": "met-office-global-deterministic-whole-atmosphere", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://creativecommons.org/licenses/by-sa/4.0/deed.en", + "type": "text/html", + "title": "Creative Commons Attribution-ShareAlike 4.0" + }, + { + "rel": "describedBy", + "href": "https://www.metoffice.gov.uk/services/data/external-data-channels", + "title": "Met Office Dataset Documentation" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/met-office-global-deterministic-whole-atmosphere", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/forecast/v0.2.0/schema.json", + "https://stac-extensions.github.io/datacube/v2.0.0/schema.json" + ], + "item_assets": { + "CIN_surface": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "CIN surface", + "forecast:variable": "atmosphere_convective_inhibition_wrt_surface" + }, + "CAPE_surface": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "CAPE surface", + "forecast:variable": "atmosphere_convective_available_potential_energy_wrt_surface" + }, + "pressure_at_tropopause": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Pressure at tropopause", + "forecast:variable": "tropopause_air_pressure" + }, + "cloud_amount_of_low_cloud": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Cloud amount of low cloud", + "forecast:variable": "low_type_cloud_area_fraction" + }, + "temperature_at_tropopause": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Temperature at tropopause", + "forecast:variable": "tropopause_air_temperature" + }, + "cloud_amount_of_high_cloud": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Cloud amount of high cloud", + "forecast:variable": "high_type_cloud_area_fraction" + }, + "CIN_mixed_layer_lowest_500m": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "CIN mixed layer lowest 500m", + "forecast:variable": "atmosphere_convective_inhibition" + }, + "cloud_amount_of_total_cloud": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Cloud amount of total cloud", + "forecast:variable": "cloud_area_fraction" + }, + "CAPE_mixed_layer_lowest_500m": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "CAPE mixed layer lowest 500m", + "forecast:variable": "atmosphere_convective_available_potential_energy" + }, + "cloud_amount_of_medium_cloud": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Cloud amount of medium cloud", + "forecast:variable": "medium_type_cloud_area_fraction" + }, + "cloud_amount_below_1000ft_ASL": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Cloud amount below 1000ft ASL", + "forecast:variable": "cloud_area_fraction_assuming_only_consider_surface_to_1000_feet_asl" + }, + "CIN_most_unstable_below_500hPa": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "CIN most unstable below 500hPa", + "forecast:variable": "atmosphere_convective_inhibition" + }, + "CAPE_most_unstable_below_500hPa": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "CAPE most unstable below 500hPa", + "forecast:variable": "atmosphere_convective_available_potential_energy" + }, + "cloud_amount_of_total_convective_cloud": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Cloud amount of total convective cloud", + "forecast:variable": "convective_cloud_area_fraction" + } }, - { - "rel": "describedBy", - "href": "https://www.metoffice.gov.uk/services/data/external-data-channels", - "title": "Met Office Dataset Documentation" - } - ], - "title": "Whole Atmosphere collection Met Office Global 10km deterministic weather forecast", - "assets": { - "thumbnail": { - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/met-office-global-deterministic-whole-atmosphere.jpg", - "type": "image/jpeg", - "roles": [ - "thumbnail" - ], - "title": "Whole Atmosphere collection Met Office Global 10km deterministic weather forecast thumbnail" - }, - "geoparquet-items": { - "href": "abfs://items/met-office-global-deterministic-whole-atmosphere.parquet", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "table:storage_options": { - "account_name": "pcstacitems" - } - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -90, - 180, - 90 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2023-12-15T00:00:00Z", - null - ] - ] - } - }, - "license": "proprietary", - "keywords": [ - "MetOffice", - "Global", - "Cloud" - ], - "providers": [ - { - "url": "https://www.metoffice.gov.uk/", - "name": "Met Office", - "roles": [ - "producer", - "licensor", - "processor" - ] - }, - { - "url": "https://planetarycomputer.microsoft.com", - "name": "Microsoft", - "roles": [ - "host", - "processor" - ] - } - ], - "stac_version": "1.0.0", - "msft:group_id": "met-office-global-deterministic", - "msft:container": "deterministic", - "stac_extensions": [ - "https://stac-extensions.github.io/forecast/v0.2.0/schema.json", - "https://stac-extensions.github.io/datacube/v2.0.0/schema.json" - ], - "msft:storage_account": "ukmoeuwest", - "msft:short_description": "Met Office Global Deterministic Whole Atmosphere Level", - "msft:region": "westeurope", - "item_assets": { - "CAPE_mixed_layer_lowest_500m": { - "type": "application/netcdf", - "title": "CAPE mixed layer lowest 500m", - "roles": [ - "data" - ], - "forecast:variable": "atmosphere_convective_available_potential_energy" - }, - "CAPE_most_unstable_below_500hPa": { - "type": "application/netcdf", - "title": "CAPE most unstable below 500hPa", - "roles": [ - "data" - ], - "forecast:variable": "atmosphere_convective_available_potential_energy" - }, - "CAPE_surface": { - "type": "application/netcdf", - "title": "CAPE surface", - "roles": [ - "data" - ], - "forecast:variable": "atmosphere_convective_available_potential_energy_wrt_surface" - }, - "CIN_mixed_layer_lowest_500m": { - "type": "application/netcdf", - "title": "CIN mixed layer lowest 500m", - "roles": [ - "data" - ], - "forecast:variable": "atmosphere_convective_inhibition" - }, - "CIN_most_unstable_below_500hPa": { - "type": "application/netcdf", - "title": "CIN most unstable below 500hPa", - "roles": [ - "data" - ], - "forecast:variable": "atmosphere_convective_inhibition" - }, - "CIN_surface": { - "type": "application/netcdf", - "title": "CIN surface", - "roles": [ - "data" - ], - "forecast:variable": "atmosphere_convective_inhibition_wrt_surface" - }, - "cloud_amount_below_1000ft_ASL": { - "type": "application/netcdf", - "title": "Cloud amount below 1000ft ASL", - "roles": [ - "data" - ], - "forecast:variable": "cloud_area_fraction_assuming_only_consider_surface_to_1000_feet_asl" - }, - "cloud_amount_of_high_cloud": { - "type": "application/netcdf", - "title": "Cloud amount of high cloud", - "roles": [ - "data" - ], - "forecast:variable": "high_type_cloud_area_fraction" - }, - "cloud_amount_of_low_cloud": { - "type": "application/netcdf", - "title": "Cloud amount of low cloud", - "roles": [ - "data" - ], - "forecast:variable": "low_type_cloud_area_fraction" - }, - "cloud_amount_of_medium_cloud": { - "type": "application/netcdf", - "title": "Cloud amount of medium cloud", - "roles": [ - "data" - ], - "forecast:variable": "medium_type_cloud_area_fraction" - }, - "cloud_amount_of_total_cloud": { - "type": "application/netcdf", - "title": "Cloud amount of total cloud", - "roles": [ - "data" - ], - "forecast:variable": "cloud_area_fraction" - }, - "cloud_amount_of_total_convective_cloud": { - "type": "application/netcdf", - "title": "Cloud amount of total convective cloud", - "roles": [ - "data" - ], - "forecast:variable": "convective_cloud_area_fraction" - }, - "pressure_at_tropopause": { - "type": "application/netcdf", - "title": "Pressure at tropopause", - "roles": [ - "data" - ], - "forecast:variable": "tropopause_air_pressure" - }, - "temperature_at_tropopause": { - "type": "application/netcdf", - "title": "Temperature at tropopause", - "roles": [ - "data" - ], - "forecast:variable": "tropopause_air_temperature" - } - }, - "description": "{{ collection.description }}", - "cube:dimensions": { - "latitude": { - "type": "spatial", - "axis": "y", - "extent": [ - -90, - 90 - ] - }, - "longitude": { - "type": "spatial", - "axis": "x", - "extent": [ - -180, - 180 - ] - }, - "forecast:reference_datetime": { - "type": "temporal", - "extent": [ - "2023-12-15T00:00:00Z", - null - ] - }, - "forecast:horizon": { - "type": "temporal", - "extent": [ - null, - null - ], - "values": [ - "PT0H", - "PT1H", - "PT2H", - "PT3H", - "PT4H", - "PT5H", - "PT6H", - "PT7H", - "PT8H", - "PT9H", - "PT10H", - "PT11H", - "PT12H", - "PT13H", - "PT14H", - "PT15H", - "PT16H", - "PT17H", - "PT18H", - "PT19H", - "PT20H", - "PT21H", - "PT22H", - "PT23H", - "PT24H", - "PT25H", - "PT26H", - "PT27H", - "PT28H", - "PT29H", - "PT30H", - "PT31H", - "PT32H", - "PT33H", - "PT34H", - "PT35H", - "PT36H", - "PT37H", - "PT38H", - "PT39H", - "PT40H", - "PT41H", - "PT42H", - "PT43H", - "PT44H", - "PT45H", - "PT46H", - "PT47H", - "PT48H", - "PT49H", - "PT50H", - "PT51H", - "PT52H", - "PT53H", - "PT54H", - "PT57H", - "PT60H", - "PT63H", - "PT66H", - "PT69H", - "PT72H", - "PT75H", - "PT78H", - "PT81H", - "PT84H", - "PT87H", - "PT90H", - "PT93H", - "PT96H", - "PT99H", - "PT102H", - "PT105H", - "PT108H", - "PT111H", - "PT114H", - "PT117H", - "PT120H", - "PT123H", - "PT126H", - "PT129H", - "PT132H", - "PT135H", - "PT138H", - "PT141H", - "PT144H", - "PT150H", - "PT156H", - "PT162H", - "PT168H" - ] - } - }, - "cube:variables": { - "atmosphere_convective_available_potential_energy": { - "description": "CAPE (Convective Available Potential Energy) calculated for the most unstable parcel where the most unstable parcel is defined as the parcel with the highest fixed level CAPE launched from any level (including screen-level=1.5m) within 500hPa of the surface pressure.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "J/kg" - }, - "atmosphere_convective_available_potential_energy_wrt_surface": { - "description": "Value of CAPE (Convective Available Potential Energy) calculated for a surface based parcel where a surface based parcel is defined as a parcel initiated with thermodynamic properties at screen level height (1.5m) i.e. the parcel is launched from screen level.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "J/kg" - }, - "atmosphere_convective_inhibition": { - "description": "Convective Inhibition calculated as the additional energy required to lift the most unstable parcel to its level of free convection. Where most unstable parcel is defined as the parcel with the highest fixed-level CAPE launched from any level (including screen-level) within 500 hPa of the surface pressure.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "J/kg" - }, - "atmosphere_convective_inhibition_wrt_surface": { - "description": "Convective Inhibition calculated as the additional energy required to lift a surface based parcel (i.e. a parcel launched from screen-level (1.5m)) to its level of free convection.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "J/kg" - }, - "cloud_area_fraction_assuming_only_consider_surface_to_1000_feet_asl": { - "description": "Fraction of horizontal grid square occupied by cloud below 1000 feet above sea level.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "1" - }, - "high_type_cloud_area_fraction": { - "description": "Fraction of horizontal grid square occupied by cloud in the high-level cloud height range (from the lowest model layer containing the 5574m height level up to but excluding the lowest model layer containing 13608m height level).", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "1" - }, - "low_type_cloud_area_fraction": { - "description": "Fraction of horizontal grid square occupied by cloud in the low-level cloud height range (from the lowest model layer containing the 111m height level up to but excluding the lowest model layer containing 1949m height level).", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "1" - }, - "medium_type_cloud_area_fraction": { - "description": "Fraction of horizontal grid square occupied by cloud in the mid-level cloud height range (from the lowest model layer containing the 1949m height level up to but excluding the lowest model layer containing 5574m height level).", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "1" - }, - "cloud_area_fraction": { - "description": "Fraction of horizontal grid square occupied by cloud as diagnosed by the model cloud scheme. This is for the whole atmosphere column as seen from the surface or the top of the atmosphere.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "1" + "msft:region": "westeurope", + "msft:group_id": "met-office-global-deterministic", + "cube:variables": { + "cloud_area_fraction": { + "type": "data", + "unit": "1", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Fraction of horizontal grid square occupied by cloud as diagnosed by the model cloud scheme. This is for the whole atmosphere column as seen from the surface or the top of the atmosphere." + }, + "tropopause_air_pressure": { + "type": "data", + "unit": "Pa", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Air pressure at the tropopause." + }, + "tropopause_air_temperature": { + "type": "data", + "unit": "K", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Air temperature at the tropopause." + }, + "low_type_cloud_area_fraction": { + "type": "data", + "unit": "1", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Fraction of horizontal grid square occupied by cloud in the low-level cloud height range (from the lowest model layer containing the 111m height level up to but excluding the lowest model layer containing 1949m height level)." + }, + "high_type_cloud_area_fraction": { + "type": "data", + "unit": "1", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Fraction of horizontal grid square occupied by cloud in the high-level cloud height range (from the lowest model layer containing the 5574m height level up to but excluding the lowest model layer containing 13608m height level)." + }, + "convective_cloud_area_fraction": { + "type": "data", + "unit": "1", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Fraction of horizontal grid square occupied by convective cloud as diagnosed by the model convection scheme. This is for the whole atmosphere column as seen from the surface or the top of the atmosphere." + }, + "medium_type_cloud_area_fraction": { + "type": "data", + "unit": "1", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Fraction of horizontal grid square occupied by cloud in the mid-level cloud height range (from the lowest model layer containing the 1949m height level up to but excluding the lowest model layer containing 5574m height level)." + }, + "atmosphere_convective_inhibition": { + "type": "data", + "unit": "J/kg", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Convective Inhibition calculated as the additional energy required to lift the most unstable parcel to its level of free convection. Where most unstable parcel is defined as the parcel with the highest fixed-level CAPE launched from any level (including screen-level) within 500 hPa of the surface pressure." + }, + "atmosphere_convective_inhibition_wrt_surface": { + "type": "data", + "unit": "J/kg", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Convective Inhibition calculated as the additional energy required to lift a surface based parcel (i.e. a parcel launched from screen-level (1.5m)) to its level of free convection." + }, + "atmosphere_convective_available_potential_energy": { + "type": "data", + "unit": "J/kg", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "CAPE (Convective Available Potential Energy) calculated for the most unstable parcel where the most unstable parcel is defined as the parcel with the highest fixed level CAPE launched from any level (including screen-level=1.5m) within 500hPa of the surface pressure." + }, + "atmosphere_convective_available_potential_energy_wrt_surface": { + "type": "data", + "unit": "J/kg", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Value of CAPE (Convective Available Potential Energy) calculated for a surface based parcel where a surface based parcel is defined as a parcel initiated with thermodynamic properties at screen level height (1.5m) i.e. the parcel is launched from screen level." + }, + "cloud_area_fraction_assuming_only_consider_surface_to_1000_feet_asl": { + "type": "data", + "unit": "1", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Fraction of horizontal grid square occupied by cloud below 1000 feet above sea level." + } }, - "convective_cloud_area_fraction": { - "description": "Fraction of horizontal grid square occupied by convective cloud as diagnosed by the model convection scheme. This is for the whole atmosphere column as seen from the surface or the top of the atmosphere.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "1" + "msft:container": "deterministic", + "cube:dimensions": { + "latitude": { + "axis": "y", + "type": "spatial", + "extent": [ + -90, + 90 + ] + }, + "longitude": { + "axis": "x", + "type": "spatial", + "extent": [ + -180, + 180 + ] + }, + "forecast:horizon": { + "type": "temporal", + "extent": [ + null, + null + ], + "values": [ + "PT0H", + "PT1H", + "PT2H", + "PT3H", + "PT4H", + "PT5H", + "PT6H", + "PT7H", + "PT8H", + "PT9H", + "PT10H", + "PT11H", + "PT12H", + "PT13H", + "PT14H", + "PT15H", + "PT16H", + "PT17H", + "PT18H", + "PT19H", + "PT20H", + "PT21H", + "PT22H", + "PT23H", + "PT24H", + "PT25H", + "PT26H", + "PT27H", + "PT28H", + "PT29H", + "PT30H", + "PT31H", + "PT32H", + "PT33H", + "PT34H", + "PT35H", + "PT36H", + "PT37H", + "PT38H", + "PT39H", + "PT40H", + "PT41H", + "PT42H", + "PT43H", + "PT44H", + "PT45H", + "PT46H", + "PT47H", + "PT48H", + "PT49H", + "PT50H", + "PT51H", + "PT52H", + "PT53H", + "PT54H", + "PT57H", + "PT60H", + "PT63H", + "PT66H", + "PT69H", + "PT72H", + "PT75H", + "PT78H", + "PT81H", + "PT84H", + "PT87H", + "PT90H", + "PT93H", + "PT96H", + "PT99H", + "PT102H", + "PT105H", + "PT108H", + "PT111H", + "PT114H", + "PT117H", + "PT120H", + "PT123H", + "PT126H", + "PT129H", + "PT132H", + "PT135H", + "PT138H", + "PT141H", + "PT144H", + "PT150H", + "PT156H", + "PT162H", + "PT168H" + ] + }, + "forecast:reference_datetime": { + "type": "temporal", + "extent": [ + "2023-12-15T00:00:00Z", + null + ] + } }, - "tropopause_air_pressure": { - "description": "Air pressure at the tropopause.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "Pa" + "msft:storage_account": "ukmoeuwest", + "msft:short_description": "Met Office Global Deterministic Whole Atmosphere Level", + "title": "Whole Atmosphere collection Met Office Global 10km deterministic weather forecast", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2023-12-15T00:00:00Z", + null + ] + ] + } }, - "tropopause_air_temperature": { - "description": "Air temperature at the tropopause.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "K" + "license": "proprietary", + "keywords": [ + "MetOffice", + "Global", + "Cloud" + ], + "providers": [ + { + "name": "Met Office", + "roles": [ + "producer", + "licensor", + "processor" + ], + "url": "https://www.metoffice.gov.uk/" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/met-office-global-deterministic-whole-atmosphere.jpg", + "type": "image/jpeg", + "title": "Whole Atmosphere collection Met Office Global 10km deterministic weather forecast thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/met-office-global-deterministic-whole-atmosphere.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } } - } } \ No newline at end of file diff --git a/datasets/met-office/collection/met-office-uk-deterministic-height/template.json b/datasets/met-office/collection/met-office-uk-deterministic-height/template.json index beff3adc2..1f6793df2 100644 --- a/datasets/met-office/collection/met-office-uk-deterministic-height/template.json +++ b/datasets/met-office/collection/met-office-uk-deterministic-height/template.json @@ -1,334 +1,340 @@ { - "id": "met-office-uk-deterministic-height", - "type": "Collection", - "links": [ - { - "rel": "license", - "href": "https://creativecommons.org/licenses/by-sa/4.0/deed.en", - "type": "text/html", - "title": "Creative Commons Attribution-ShareAlike 4.0" + "type": "Collection", + "id": "met-office-uk-deterministic-height", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://creativecommons.org/licenses/by-sa/4.0/deed.en", + "type": "text/html", + "title": "Creative Commons Attribution-ShareAlike 4.0" + }, + { + "rel": "describedby", + "href": "https://www.metoffice.gov.uk/services/data/external-data-channels", + "title": "Met Office Dataset Documentation" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/met-office-uk-deterministic-height", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/forecast/v0.2.0/schema.json", + "https://stac-extensions.github.io/datacube/v2.0.0/schema.json" + ], + "item_assets": { + "wind_speed_on_height_levels": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Wind speed on height levels", + "forecast:variable": "wind_speed" + }, + "temperature_on_height_levels": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Temperature on height levels", + "forecast:variable": "air_temperature" + }, + "cloud_amount_on_height_levels": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Cloud amount on height levels", + "forecast:variable": "cloud_volume_fraction_in_atmosphere_layer" + }, + "wind_direction_on_height_levels": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Wind direction on height levels", + "forecast:variable": "wind_from_direction" + } }, - { - "rel": "describedby", - "href": "https://www.metoffice.gov.uk/services/data/external-data-channels", - "title": "Met Office Dataset Documentation" - } - ], - "title": "Height levels collection Met Office UKV 2km deterministic forecast", - "assets": { - "thumbnail": { - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/met-office-uk-deterministic-height.jpg", - "type": "image/jpeg", - "roles": [ - "thumbnail" - ], - "title": "Height levels collection Met Office UKV 2km deterministic forecast thumbnail" - }, - "geoparquet-items": { - "href": "abfs://items/met-office-uk-deterministic-height.parquet", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "table:storage_options": { - "account_name": "pcstacitems" - } - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -13.7254, - 48.8643, - 4.3408, - 61.6102 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2023-12-15T00:00:00Z", - null - ] - ] - } - }, - "license": "proprietary", - "keywords": [ - "Met Office", - "Weather", - "Forecast", - "UK", - "Cloud", - "Temperature", - "Wind", - "Height" - ], - "providers": [ - { - "url": "https://www.metoffice.gov.uk/", - "name": "Met Office", - "roles": [ - "producer", - "licensor", - "processor" - ] - }, - { - "url": "https://planetarycomputer.microsoft.com", - "name": "Microsoft", - "roles": [ - "host", - "processor" - ] - } - ], - "stac_version": "1.0.0", - "msft:group_id": "met-office-uk-deterministic", - "msft:container": "deterministic", - "stac_extensions": [ - "https://stac-extensions.github.io/forecast/v0.2.0/schema.json", - "https://stac-extensions.github.io/datacube/v2.0.0/schema.json" - ], - "msft:storage_account": "ukmoeuwest", - "msft:short_description": "Met Office UK Deterministic Height Level", - "msft:region": "westeurope", - "item_assets": { - "cloud_amount_on_height_levels": { - "type": "application/netcdf", - "title": "Cloud amount on height levels", - "roles": [ - "data" - ], - "forecast:variable": "cloud_volume_fraction_in_atmosphere_layer" - }, - "temperature_on_height_levels": { - "type": "application/netcdf", - "title": "Temperature on height levels", - "roles": [ - "data" - ], - "forecast:variable": "air_temperature" - }, - "wind_direction_on_height_levels": { - "type": "application/netcdf", - "title": "Wind direction on height levels", - "roles": [ - "data" - ], - "forecast:variable": "wind_from_direction" - }, - "wind_speed_on_height_levels": { - "type": "application/netcdf", - "title": "Wind speed on height levels", - "roles": [ - "data" - ], - "forecast:variable": "wind_speed" - } - }, - "description": "{{ collection.description }}", - "cube:dimensions": { - "latitude": { - "type": "spatial", - "axis": "y", - "extent": [ - 50, - 62 - ] - }, - "longitude": { - "type": "spatial", - "axis": "x", - "extent": [ - 5, - 15 - ] - }, - "height": { - "type": "spatial", - "values": [ - 5, - 10, - 20, - 30, - 50, - 75, - 100, - 150, - 200, - 250, - 300, - 400, - 500, - 600, - 700, - 800, - 1000, - 1250, - 1500, - 1750, - 2000, - 2250, - 2500, - 2750, - 3000, - 3250, - 3500, - 3750, - 4000, - 4500, - 5000, - 5500, - 6000 - ] - }, - "forecast:reference_datetime": { - "type": "temporal", - "extent": [ - "2023-12-15T00:00:00Z", - null - ] - }, - "forecast:horizon": { - "type": "temporal", - "extent": [ - null, - null - ], - "values": [ - "PT0H", - "PT1H", - "PT2H", - "PT3H", - "PT4H", - "PT5H", - "PT6H", - "PT7H", - "PT8H", - "PT9H", - "PT10H", - "PT11H", - "PT12H", - "PT13H", - "PT14H", - "PT15H", - "PT16H", - "PT17H", - "PT18H", - "PT19H", - "PT20H", - "PT21H", - "PT22H", - "PT23H", - "PT24H", - "PT25H", - "PT26H", - "PT27H", - "PT28H", - "PT29H", - "PT30H", - "PT31H", - "PT32H", - "PT33H", - "PT34H", - "PT35H", - "PT36H", - "PT37H", - "PT38H", - "PT39H", - "PT40H", - "PT41H", - "PT42H", - "PT43H", - "PT44H", - "PT45H", - "PT46H", - "PT47H", - "PT48H", - "PT49H", - "PT50H", - "PT51H", - "PT52H", - "PT53H", - "PT54H", - "PT57H", - "PT60H", - "PT63H", - "PT66H", - "PT69H", - "PT72H", - "PT75H", - "PT78H", - "PT81H", - "PT84H", - "PT87H", - "PT90H", - "PT93H", - "PT96H", - "PT99H", - "PT102H", - "PT105H", - "PT108H", - "PT111H", - "PT114H", - "PT117H", - "PT120H" - ] - } - }, - "cube:variables": { - "cloud_volume_fraction_in_atmosphere_layer": { - "description": "Fraction of horizontal grid square occupied by cloud in layers centred on height levels.", - "dimensions": [ - "latitude", - "longitude", - "height", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "1" + "msft:region": "westeurope", + "msft:group_id": "met-office-uk-deterministic", + "cube:variables": { + "wind_speed": { + "type": "data", + "unit": "m/s", + "dimensions": [ + "latitude", + "longitude", + "height", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Wind speed on height levels is defined as a two-dimensional (horizontal) air velocity vector with no vertical component. The speed is the magnitude of velocity." + }, + "air_temperature": { + "type": "data", + "unit": "K", + "dimensions": [ + "latitude", + "longitude", + "height", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Air temperature on height levels." + }, + "wind_from_direction": { + "type": "data", + "unit": "degrees", + "dimensions": [ + "latitude", + "longitude", + "height", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Wind direction on height levels is defined as a two-dimensional (horizontal) air velocity vector with no vertical component. In meteorological reports the direction of the wind vector is given as the direction from which it is blowing." + }, + "cloud_volume_fraction_in_atmosphere_layer": { + "type": "data", + "unit": "1", + "dimensions": [ + "latitude", + "longitude", + "height", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Fraction of horizontal grid square occupied by cloud in layers centred on height levels." + } }, - "air_temperature": { - "description": "Air temperature on height levels.", - "dimensions": [ - "latitude", - "longitude", - "height", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "K" + "msft:container": "deterministic", + "cube:dimensions": { + "height": { + "type": "spatial", + "values": [ + 5, + 10, + 20, + 30, + 50, + 75, + 100, + 150, + 200, + 250, + 300, + 400, + 500, + 600, + 700, + 800, + 1000, + 1250, + 1500, + 1750, + 2000, + 2250, + 2500, + 2750, + 3000, + 3250, + 3500, + 3750, + 4000, + 4500, + 5000, + 5500, + 6000 + ] + }, + "latitude": { + "axis": "y", + "type": "spatial", + "extent": [ + 50, + 62 + ] + }, + "longitude": { + "axis": "x", + "type": "spatial", + "extent": [ + 5, + 15 + ] + }, + "forecast:horizon": { + "type": "temporal", + "extent": [ + null, + null + ], + "values": [ + "PT0H", + "PT1H", + "PT2H", + "PT3H", + "PT4H", + "PT5H", + "PT6H", + "PT7H", + "PT8H", + "PT9H", + "PT10H", + "PT11H", + "PT12H", + "PT13H", + "PT14H", + "PT15H", + "PT16H", + "PT17H", + "PT18H", + "PT19H", + "PT20H", + "PT21H", + "PT22H", + "PT23H", + "PT24H", + "PT25H", + "PT26H", + "PT27H", + "PT28H", + "PT29H", + "PT30H", + "PT31H", + "PT32H", + "PT33H", + "PT34H", + "PT35H", + "PT36H", + "PT37H", + "PT38H", + "PT39H", + "PT40H", + "PT41H", + "PT42H", + "PT43H", + "PT44H", + "PT45H", + "PT46H", + "PT47H", + "PT48H", + "PT49H", + "PT50H", + "PT51H", + "PT52H", + "PT53H", + "PT54H", + "PT57H", + "PT60H", + "PT63H", + "PT66H", + "PT69H", + "PT72H", + "PT75H", + "PT78H", + "PT81H", + "PT84H", + "PT87H", + "PT90H", + "PT93H", + "PT96H", + "PT99H", + "PT102H", + "PT105H", + "PT108H", + "PT111H", + "PT114H", + "PT117H", + "PT120H" + ] + }, + "forecast:reference_datetime": { + "type": "temporal", + "extent": [ + "2023-12-15T00:00:00Z", + null + ] + } }, - "wind_from_direction": { - "description": "Wind direction on height levels is defined as a two-dimensional (horizontal) air velocity vector with no vertical component. In meteorological reports the direction of the wind vector is given as the direction from which it is blowing.", - "dimensions": [ - "latitude", - "longitude", - "height", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "degrees" + "msft:storage_account": "ukmoeuwest", + "msft:short_description": "Met Office UK Deterministic Height Level", + "title": "Height levels collection Met Office UKV 2km deterministic forecast", + "extent": { + "spatial": { + "bbox": [ + [ + -13.7254, + 48.8643, + 4.3408, + 61.6102 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2023-12-15T00:00:00Z", + null + ] + ] + } }, - "wind_speed": { - "description": "Wind speed on height levels is defined as a two-dimensional (horizontal) air velocity vector with no vertical component. The speed is the magnitude of velocity.", - "dimensions": [ - "latitude", - "longitude", - "height", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "m/s" + "license": "proprietary", + "keywords": [ + "Met Office", + "Weather", + "Forecast", + "UK", + "Cloud", + "Temperature", + "Wind", + "Height" + ], + "providers": [ + { + "name": "Met Office", + "roles": [ + "producer", + "licensor", + "processor" + ], + "url": "https://www.metoffice.gov.uk/" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/met-office-uk-deterministic-height.jpg", + "type": "image/jpeg", + "title": "Height levels collection Met Office UKV 2km deterministic forecast thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/met-office-uk-deterministic-height.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } } - } } \ No newline at end of file diff --git a/datasets/met-office/collection/met-office-uk-deterministic-near-surface/template.json b/datasets/met-office/collection/met-office-uk-deterministic-near-surface/template.json index 1e93e9a18..a795d963a 100644 --- a/datasets/met-office/collection/met-office-uk-deterministic-near-surface/template.json +++ b/datasets/met-office/collection/met-office-uk-deterministic-near-surface/template.json @@ -1,805 +1,811 @@ { - "id": "met-office-uk-deterministic-near-surface", - "type": "Collection", - "links": [ - { - "rel": "license", - "href": "https://creativecommons.org/licenses/by-sa/4.0/deed.en", - "type": "text/html", - "title": "Creative Commons Attribution-ShareAlike 4.0" - }, - { - "rel": "describedby", - "href": "https://www.metoffice.gov.uk/services/data/external-data-channels", - "title": "Met Office Dataset Documentation" - } - ], - "title": "Near-surface level collection Met Office UKV 2km deterministic forecast", - "assets": { - "thumbnail": { - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/met-office-uk-deterministic-near-surface.jpg", - "type": "image/jpeg", - "roles": [ - "thumbnail" - ], - "title": "Near-surface level collection Met Office UKV 2km deterministic forecast Thumbnail" - }, - "geoparquet-items": { - "href": "abfs://items/met-office-uk-deterministic-near-surface.parquet", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "table:storage_options": { - "account_name": "pcstacitems" - } - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -13.7254, - 48.8643, - 4.3408, - 61.6102 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2023-12-15T00:00:00Z", - null - ] - ] - } - }, - "license": "proprietary", - "keywords": [ - "Met Office", - "Weather", - "Forecast", - "UK", - "Precipitation", - "Temperature", - "Wind", - "Pressure", - "Humidity" - ], - "providers": [ - { - "url": "https://www.metoffice.gov.uk/", - "name": "Met Office", - "roles": [ - "producer", - "licensor", - "processor" - ] - }, - { - "url": "https://planetarycomputer.microsoft.com", - "name": "Microsoft", - "roles": [ - "host", - "processor" - ] - } - ], - "stac_version": "1.0.0", - "msft:group_id": "met-office-uk-deterministic", - "msft:container": "deterministic", - "stac_extensions": [ - "https://stac-extensions.github.io/forecast/v0.2.0/schema.json", - "https://stac-extensions.github.io/datacube/v2.0.0/schema.json" - ], - "msft:storage_account": "ukmoeuwest", - "msft:short_description": "Met Office UK Deterministic Near Surface Level", - "msft:region": "westeurope", - "item_assets": { - "fog_fraction_at_screen_level": { - "type": "application/netcdf", - "title": "Fog fraction at screen level", - "roles": [ - "data" - ], - "forecast:variable": "fog_area_fraction" - }, - "hail_fall_accumulation-PT01H": { - "type": "application/netcdf", - "title": "Hourly hail fall accumulation", - "roles": [ - "data" - ], - "forecast:variable": "lwe_thickness_of_graupel_and_hail_fall_amount" - }, - "hail_fall_rate": { - "type": "application/netcdf", - "title": "Hail fall rate", - "roles": [ - "data" - ], - "forecast:variable": "lwe_graupel_and_hail_fall_rate" - }, - "height_of_orography": { - "type": "application/netcdf", - "title": "Height of orography", - "roles": [ - "data" - ], - "forecast:variable": "surface_altitude" - }, - "landsea_mask": { - "type": "application/netcdf", - "title": "Landsea mask", - "roles": [ - "data" - ], - "forecast:variable": "land_binary_mask" - }, - "precipitation_accumulation-PT01H": { - "type": "application/netcdf", - "title": "Hourly precipitation accumulation", - "roles": [ - "data" - ], - "forecast:variable": "lwe_thickness_of_precipitation_amount" - }, - "precipitation_accumulation-PT03H": { - "type": "application/netcdf", - "title": "3H precipitation accumulation", - "roles": [ - "data" - ], - "forecast:variable": "lwe_thickness_of_precipitation_amount" - }, - "precipitation_rate": { - "type": "application/netcdf", - "title": "Precipitation rate", - "roles": [ - "data" - ], - "forecast:variable": "lwe_precipitation_rate" - }, - "pressure_at_mean_sea_level": { - "type": "application/netcdf", - "title": "Pressure at mean sea level", - "roles": [ - "data" - ], - "forecast:variable": "air_pressure_at_sea_level" - }, - "pressure_at_surface": { - "type": "application/netcdf", - "title": "Pressure at surface", - "roles": [ - "data" - ], - "forecast:variable": "surface_air_pressure" - }, - "radiation_flux_in_longwave_downward_at_surface": { - "type": "application/netcdf", - "title": "Radiation flux in longwave downward at surface", - "roles": [ - "data" - ], - "forecast:variable": "surface_downwelling_longwave_flux_in_air" - }, - "radiation_flux_in_shortwave_diffuse_downward_at_surface": { - "type": "application/netcdf", - "title": "Radiation flux in shortwave diffuse downward at surface", - "roles": [ - "data" - ], - "forecast:variable": "surface_diffusive_downwelling_shortwave_flux_in_air" - }, - "radiation_flux_in_shortwave_direct_downward_at_surface": { - "type": "application/netcdf", - "title": "Radiation flux in shortwave direct downward at surface", - "roles": [ - "data" - ], - "forecast:variable": "surface_direct_downwelling_shortwave_flux_in_air" - }, - "radiation_flux_in_shortwave_total_downward_at_surface": { - "type": "application/netcdf", - "title": "Radiation flux in shortwave total downward at surface", - "roles": [ - "data" - ], - "forecast:variable": "surface_downwelling_shortwave_flux_in_air" - }, - "radiation_flux_in_uv_downward_at_surface": { - "type": "application/netcdf", - "title": "Radiation flux in uv downward at surface", - "roles": [ - "data" - ], - "forecast:variable": "surface_downwelling_ultraviolet_flux_in_air" - }, - "rainfall_accumulation-PT01H": { - "type": "application/netcdf", - "title": "Hourly rainfall accumulation", - "roles": [ - "data" - ], - "forecast:variable": "thickness_of_rainfall_amount" - }, - "rainfall_accumulation-PT03H": { - "type": "application/netcdf", - "title": "3H rainfall accumulation", - "roles": [ - "data" - ], - "forecast:variable": "thickness_of_rainfall_amount" - }, - "rainfall_rate": { - "type": "application/netcdf", - "title": "Rainfall rate", - "roles": [ - "data" - ], - "forecast:variable": "rainfall_rate" - }, - "relative_humidity_at_screen_level": { - "type": "application/netcdf", - "title": "Relative humidity at screen level", - "roles": [ - "data" - ], - "forecast:variable": "relative_humidity" - }, - "sensible_heat_flux_at_surface": { - "type": "application/netcdf", - "title": "Sensible heat flux at surface", - "roles": [ - "data" - ], - "forecast:variable": "surface_upward_sensible_heat_flux" - }, - "snow_depth_water_equivalent": { - "type": "application/netcdf", - "title": "Snow depth water equivalent", - "roles": [ - "data" - ], - "forecast:variable": "lwe_thickness_of_surface_snow_amount" - }, - "snowfall_accumulation-PT01H": { - "type": "application/netcdf", - "title": "Hourly snowfall accumulation", - "roles": [ - "data" - ], - "forecast:variable": "lwe_thickness_of_snowfall_amount" - }, - "snowfall_accumulation-PT03H": { - "type": "application/netcdf", - "title": "3H snowfall accumulation", - "roles": [ - "data" - ], - "forecast:variable": "lwe_thickness_of_snowfall_amount" - }, - "snowfall_rate": { - "type": "application/netcdf", - "title": "Snowfall rate", - "roles": [ - "data" - ], - "forecast:variable": "lwe_snowfall_rate" - }, - "temperature_at_screen_level": { - "type": "application/netcdf", - "title": "Temperature at screen level", - "roles": [ - "data" - ], - "forecast:variable": "air_temperature" - }, - "temperature_at_screen_level_max-PT01H": { - "type": "application/netcdf", - "title": "Hourly temperature at screen level maximum", - "roles": [ - "data" - ], - "forecast:variable": "air_temperature" - }, - "temperature_at_screen_level_min-PT01H": { - "type": "application/netcdf", - "title": "Hourly temperature at screen level minimum", - "roles": [ - "data" - ], - "forecast:variable": "air_temperature" - }, - "temperature_at_surface": { - "type": "application/netcdf", - "title": "Temperature at surface", - "roles": [ - "data" - ], - "forecast:variable": "surface_temperature" - }, - "temperature_of_dew_point_at_screen_level": { - "type": "application/netcdf", - "title": "Dew point temperature at screen level", - "roles": [ - "data" - ], - "forecast:variable": "dew_point_temperature" - }, - "visibility_at_screen_level": { - "type": "application/netcdf", - "title": "Visibility at screen level", - "roles": [ - "data" - ], - "forecast:variable": "visibility_in_air" - }, - "wind_direction_at_10m": { - "type": "application/netcdf", - "title": "Wind direction at 10m", - "roles": [ - "data" - ], - "forecast:variable": "wind_from_direction" - }, - "wind_gust_at_10m": { - "type": "application/netcdf", - "title": "Wind gust at 10m", - "roles": [ - "data" - ], - "forecast:variable": "wind_speed_of_gust" - }, - "wind_gust_at_10m_max-PT01H": { - "type": "application/netcdf", - "title": "Hourly wind gust at 10m maximum", - "roles": [ - "data" - ], - "forecast:variable": "wind_speed_of_gust" - }, - "wind_gust_at_10m_max-PT03H": { - "type": "application/netcdf", - "title": "3H wind gust at 10m maximum", - "roles": [ - "data" - ], - "forecast:variable": "wind_speed_of_gust" - }, - "wind_speed_at_10m": { - "type": "application/netcdf", - "title": "Wind speed at 10m", - "roles": [ - "data" - ], - "forecast:variable": "wind_speed" - } - }, - "description": "{{ collection.description }}", - "cube:dimensions": { - "latitude": { - "type": "spatial", - "axis": "y", - "extent": [ - 50, - 62 - ] - }, - "longitude": { - "type": "spatial", - "axis": "x", - "extent": [ - 5, - 15 - ] - }, - "forecast:reference_datetime": { - "type": "temporal", - "extent": [ - "2023-12-15T00:00:00Z", - null - ] - }, - "forecast:horizon": { - "type": "temporal", - "extent": [ - null, - null - ], - "values": [ - "PT0H", - "PT1H", - "PT2H", - "PT3H", - "PT4H", - "PT5H", - "PT6H", - "PT7H", - "PT8H", - "PT9H", - "PT10H", - "PT11H", - "PT12H", - "PT13H", - "PT14H", - "PT15H", - "PT16H", - "PT17H", - "PT18H", - "PT19H", - "PT20H", - "PT21H", - "PT22H", - "PT23H", - "PT24H", - "PT25H", - "PT26H", - "PT27H", - "PT28H", - "PT29H", - "PT30H", - "PT31H", - "PT32H", - "PT33H", - "PT34H", - "PT35H", - "PT36H", - "PT37H", - "PT38H", - "PT39H", - "PT40H", - "PT41H", - "PT42H", - "PT43H", - "PT44H", - "PT45H", - "PT46H", - "PT47H", - "PT48H", - "PT49H", - "PT50H", - "PT51H", - "PT52H", - "PT53H", - "PT54H", - "PT57H", - "PT60H", - "PT63H", - "PT66H", - "PT69H", - "PT72H", - "PT75H", - "PT78H", - "PT81H", - "PT84H", - "PT87H", - "PT90H", - "PT93H", - "PT96H", - "PT99H", - "PT102H", - "PT105H", - "PT108H", - "PT111H", - "PT114H", - "PT117H", - "PT120H" - ] - } - }, - "cube:variables": { - "fog_area_fraction": { - "description": "Here fog means a visibility of 1000 m or lower. The reduction in visibility is caused by water droplets or minute ice crystals forming close to the surface. This quantity represents the fraction of horizontal grid square occupied by fog. An alternative interpretation is that this represents the fractional probability of fog being present at any location in the grid square.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "1" - }, - "lwe_thickness_of_graupel_and_hail_fall_amount": { - "description": "Implied depth of the layer of liquid water equivalent (LWE) hail produced by the model precipitation scheme and deposited on the surface in the previous hour.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "m" - }, - "lwe_graupel_and_hail_fall_rate": { - "description": "Instantaneous rate at which liquid water equivalent (LWE) hail (as a depth) has been produced by the model precipitation scheme and deposited on the surface.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "m/s" - }, - "surface_altitude": { - "description": "Altitude or (geometric) height above the geoid of the surface (ground). It is worth remembering that orographic height can be negative, particularly in some of the inland sea areas (e.g. Caspian Sea at -27m and Dead Sea at -430m).", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "m" - }, - "land_binary_mask": { - "description": "Binary indicator of whether a point is considered land (value = 1) or sea (value = 0). This is useful to identify the coastline and characterise points for correct interpretation of forecast data by users.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "1" - }, - "lwe_thickness_of_precipitation_amount": { - "description": "Implied depth of the layer of liquid water which has been deposited on the surface in the previous 3 hours. This includes rain, snow and hail, with the ice phase precipitation being considered as a liquid water equivalent (LWE) value. It includes the contribution from the model convection scheme if this is invoked.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "m" - }, - "lwe_precipitation_rate": { - "description": "Instantaneous rate at which liquid water (as a depth) was being deposited on the surface. This includes rain, snow and hail with the ice phase precipitation being considered as a liquid water equivalent (LWE) value. It includes the contribution from the model convection scheme if this is invoked.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "m/s" - }, - "air_pressure_at_sea_level": { - "description": "Air pressure at mean sea level which is close to the geoid in sea areas. Air pressure at sea level is the quantity often abbreviated as MSLP or PMSL.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "Pa" - }, - "surface_air_pressure": { - "description": "Air pressure at the surface (lower boundary of the atmosphere).", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "Pa" - }, - "surface_downwelling_longwave_flux_in_air": { - "description": "Longwave radiation at the surface from above directed at the ground.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "W/m2" - }, - "surface_diffusive_downwelling_shortwave_flux_in_air": { - "description": "Diffuse component of shortwave radiation at the surface from above directed at the ground.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "W/m2" - }, - "surface_direct_downwelling_shortwave_flux_in_air": { - "description": "Direct component of shortwave radiation at the surface from above directed at the ground.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "W/m2" - }, - "surface_downwelling_shortwave_flux_in_air": { - "description": "Total shortwave radiation at the surface from above directed at the ground.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "W/m2" - }, - "surface_downwelling_ultraviolet_flux_in_air": { - "description": "Ultraviolet radiation at the surface from above directed at the ground.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "W/m2" - }, - "thickness_of_rainfall_amount": { - "description": "Implied depth of the rain produced by the model precipitation scheme which has been deposited on the surface in the previous 3 hours. This excludes the rain produced by the model convection scheme.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "m" - }, - "rainfall_rate": { - "description": "Instantaneous rate at which rain (as a depth) was being produced by the model precipitation scheme and deposited on the surface. This excludes the rain produced by the model convection scheme.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "m/s" - }, - "relative_humidity": { - "description": "Fractional relative humidity (ratio of the partial pressure of water vapour to the equilibrium vapour pressure of water) at screen level (1.5m above the surface.)", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "1" - }, - "surface_upward_sensible_heat_flux": { - "description": "Exchange of heat between the surface and the air by motion of air, also called turbulent heat flux.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "W/m2" - }, - "lwe_thickness_of_surface_snow_amount": { - "description": "Liquid water equivalent (LWE) depth of the snow lying on the surface (ground). Typically water is 10 times as dense as snow, so multiplying by 10 gives an approximate depth of the snow, although wet snow can be significantly denser and powder snow much less dense.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "m" - }, - "lwe_thickness_of_snowfall_amount": { - "description": "Implied depth of the (LWE) snow (as a depth) produced by the model precipitation scheme and deposited on the surface in the previous 3 hours. This excludes the snow produced by the model convection scheme.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "m" - }, - "lwe_snowfall_rate": { - "description": "Instantaneous rate at which liquid water equivalent (LWE) snow (as a depth) was produced by the model precipitation scheme and deposited on the surface. This excludes the snow produced by the model convection scheme.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "m/s" - }, - "air_temperature": { - "description": "Minimum instantaneous air temperature at screen level (1.5m) in the previous hour.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "K" - }, - "surface_temperature": { - "description": "Temperature at the surface interface between the air and the ground.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "K" - }, - "dew_point_temperature": { - "description": "Instantaneous dew point temperature (temperature at which a parcel of air reaches saturation upon being cooled at constant pressure and specific humidity) at screen level (1.5m).", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "K" - }, - "visibility_in_air": { - "description": "Horizontal distance at which something can be seen horizontally from screen level (1.5m).", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "m" - }, - "wind_from_direction": { - "description": "Wind at 10m above the surface is defined as a two-dimensional (horizontal) air velocity vector with no vertical component. In meteorological reports the direction of the wind vector is given as the direction from which it is blowing. Note: This with wind speed at 10m replaces x wind at 10m and y wind at 10m.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "degrees" - }, - "wind_speed_of_gust": { - "description": "Maximum diagnosed instantaneous wind gust at 10m in the previous 3 hours. This can be considered as the extreme wind speed that might be experienced in this period.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "m/s" - }, - "wind_speed": { - "description": "Wind at 10m above the surface is defined as a two-dimensional (horizontal) air velocity vector with no vertical component. The speed is the magnitude of velocity.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "m/s" + "type": "Collection", + "id": "met-office-uk-deterministic-near-surface", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://creativecommons.org/licenses/by-sa/4.0/deed.en", + "type": "text/html", + "title": "Creative Commons Attribution-ShareAlike 4.0" + }, + { + "rel": "describedby", + "href": "https://www.metoffice.gov.uk/services/data/external-data-channels", + "title": "Met Office Dataset Documentation" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/met-office-uk-deterministic-near-surface", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/forecast/v0.2.0/schema.json", + "https://stac-extensions.github.io/datacube/v2.0.0/schema.json" + ], + "item_assets": { + "landsea_mask": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Landsea mask", + "forecast:variable": "land_binary_mask" + }, + "rainfall_rate": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Rainfall rate", + "forecast:variable": "rainfall_rate" + }, + "snowfall_rate": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Snowfall rate", + "forecast:variable": "lwe_snowfall_rate" + }, + "hail_fall_rate": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Hail fall rate", + "forecast:variable": "lwe_graupel_and_hail_fall_rate" + }, + "wind_gust_at_10m": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Wind gust at 10m", + "forecast:variable": "wind_speed_of_gust" + }, + "wind_speed_at_10m": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Wind speed at 10m", + "forecast:variable": "wind_speed" + }, + "precipitation_rate": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Precipitation rate", + "forecast:variable": "lwe_precipitation_rate" + }, + "height_of_orography": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Height of orography", + "forecast:variable": "surface_altitude" + }, + "pressure_at_surface": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Pressure at surface", + "forecast:variable": "surface_air_pressure" + }, + "wind_direction_at_10m": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Wind direction at 10m", + "forecast:variable": "wind_from_direction" + }, + "temperature_at_surface": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Temperature at surface", + "forecast:variable": "surface_temperature" + }, + "pressure_at_mean_sea_level": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Pressure at mean sea level", + "forecast:variable": "air_pressure_at_sea_level" + }, + "visibility_at_screen_level": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Visibility at screen level", + "forecast:variable": "visibility_in_air" + }, + "wind_gust_at_10m_max-PT01H": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Hourly wind gust at 10m maximum", + "forecast:variable": "wind_speed_of_gust" + }, + "wind_gust_at_10m_max-PT03H": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "3H wind gust at 10m maximum", + "forecast:variable": "wind_speed_of_gust" + }, + "rainfall_accumulation-PT01H": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Hourly rainfall accumulation", + "forecast:variable": "thickness_of_rainfall_amount" + }, + "rainfall_accumulation-PT03H": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "3H rainfall accumulation", + "forecast:variable": "thickness_of_rainfall_amount" + }, + "snow_depth_water_equivalent": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Snow depth water equivalent", + "forecast:variable": "lwe_thickness_of_surface_snow_amount" + }, + "snowfall_accumulation-PT01H": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Hourly snowfall accumulation", + "forecast:variable": "lwe_thickness_of_snowfall_amount" + }, + "snowfall_accumulation-PT03H": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "3H snowfall accumulation", + "forecast:variable": "lwe_thickness_of_snowfall_amount" + }, + "temperature_at_screen_level": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Temperature at screen level", + "forecast:variable": "air_temperature" + }, + "fog_fraction_at_screen_level": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Fog fraction at screen level", + "forecast:variable": "fog_area_fraction" + }, + "hail_fall_accumulation-PT01H": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Hourly hail fall accumulation", + "forecast:variable": "lwe_thickness_of_graupel_and_hail_fall_amount" + }, + "sensible_heat_flux_at_surface": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Sensible heat flux at surface", + "forecast:variable": "surface_upward_sensible_heat_flux" + }, + "precipitation_accumulation-PT01H": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Hourly precipitation accumulation", + "forecast:variable": "lwe_thickness_of_precipitation_amount" + }, + "precipitation_accumulation-PT03H": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "3H precipitation accumulation", + "forecast:variable": "lwe_thickness_of_precipitation_amount" + }, + "relative_humidity_at_screen_level": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Relative humidity at screen level", + "forecast:variable": "relative_humidity" + }, + "temperature_at_screen_level_max-PT01H": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Hourly temperature at screen level maximum", + "forecast:variable": "air_temperature" + }, + "temperature_at_screen_level_min-PT01H": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Hourly temperature at screen level minimum", + "forecast:variable": "air_temperature" + }, + "radiation_flux_in_uv_downward_at_surface": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Radiation flux in uv downward at surface", + "forecast:variable": "surface_downwelling_ultraviolet_flux_in_air" + }, + "temperature_of_dew_point_at_screen_level": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Dew point temperature at screen level", + "forecast:variable": "dew_point_temperature" + }, + "radiation_flux_in_longwave_downward_at_surface": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Radiation flux in longwave downward at surface", + "forecast:variable": "surface_downwelling_longwave_flux_in_air" + }, + "radiation_flux_in_shortwave_total_downward_at_surface": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Radiation flux in shortwave total downward at surface", + "forecast:variable": "surface_downwelling_shortwave_flux_in_air" + }, + "radiation_flux_in_shortwave_direct_downward_at_surface": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Radiation flux in shortwave direct downward at surface", + "forecast:variable": "surface_direct_downwelling_shortwave_flux_in_air" + }, + "radiation_flux_in_shortwave_diffuse_downward_at_surface": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Radiation flux in shortwave diffuse downward at surface", + "forecast:variable": "surface_diffusive_downwelling_shortwave_flux_in_air" + } + }, + "msft:region": "westeurope", + "msft:group_id": "met-office-uk-deterministic", + "cube:variables": { + "wind_speed": { + "type": "data", + "unit": "m/s", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Wind at 10m above the surface is defined as a two-dimensional (horizontal) air velocity vector with no vertical component. The speed is the magnitude of velocity." + }, + "rainfall_rate": { + "type": "data", + "unit": "m/s", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Instantaneous rate at which rain (as a depth) was being produced by the model precipitation scheme and deposited on the surface. This excludes the rain produced by the model convection scheme." + }, + "air_temperature": { + "type": "data", + "unit": "K", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Minimum instantaneous air temperature at screen level (1.5m) in the previous hour." + }, + "land_binary_mask": { + "type": "data", + "unit": "1", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Binary indicator of whether a point is considered land (value = 1) or sea (value = 0). This is useful to identify the coastline and characterise points for correct interpretation of forecast data by users." + }, + "surface_altitude": { + "type": "data", + "unit": "m", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Altitude or (geometric) height above the geoid of the surface (ground). It is worth remembering that orographic height can be negative, particularly in some of the inland sea areas (e.g. Caspian Sea at -27m and Dead Sea at -430m)." + }, + "fog_area_fraction": { + "type": "data", + "unit": "1", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Here fog means a visibility of 1000 m or lower. The reduction in visibility is caused by water droplets or minute ice crystals forming close to the surface. This quantity represents the fraction of horizontal grid square occupied by fog. An alternative interpretation is that this represents the fractional probability of fog being present at any location in the grid square." + }, + "lwe_snowfall_rate": { + "type": "data", + "unit": "m/s", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Instantaneous rate at which liquid water equivalent (LWE) snow (as a depth) was produced by the model precipitation scheme and deposited on the surface. This excludes the snow produced by the model convection scheme." + }, + "relative_humidity": { + "type": "data", + "unit": "1", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Fractional relative humidity (ratio of the partial pressure of water vapour to the equilibrium vapour pressure of water) at screen level (1.5m above the surface.)" + }, + "visibility_in_air": { + "type": "data", + "unit": "m", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Horizontal distance at which something can be seen horizontally from screen level (1.5m)." + }, + "wind_speed_of_gust": { + "type": "data", + "unit": "m/s", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Maximum diagnosed instantaneous wind gust at 10m in the previous 3 hours. This can be considered as the extreme wind speed that might be experienced in this period." + }, + "surface_temperature": { + "type": "data", + "unit": "K", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Temperature at the surface interface between the air and the ground." + }, + "wind_from_direction": { + "type": "data", + "unit": "degrees", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Wind at 10m above the surface is defined as a two-dimensional (horizontal) air velocity vector with no vertical component. In meteorological reports the direction of the wind vector is given as the direction from which it is blowing. Note: This with wind speed at 10m replaces x wind at 10m and y wind at 10m." + }, + "surface_air_pressure": { + "type": "data", + "unit": "Pa", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Air pressure at the surface (lower boundary of the atmosphere)." + }, + "dew_point_temperature": { + "type": "data", + "unit": "K", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Instantaneous dew point temperature (temperature at which a parcel of air reaches saturation upon being cooled at constant pressure and specific humidity) at screen level (1.5m)." + }, + "lwe_precipitation_rate": { + "type": "data", + "unit": "m/s", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Instantaneous rate at which liquid water (as a depth) was being deposited on the surface. This includes rain, snow and hail with the ice phase precipitation being considered as a liquid water equivalent (LWE) value. It includes the contribution from the model convection scheme if this is invoked." + }, + "air_pressure_at_sea_level": { + "type": "data", + "unit": "Pa", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Air pressure at mean sea level which is close to the geoid in sea areas. Air pressure at sea level is the quantity often abbreviated as MSLP or PMSL." + }, + "thickness_of_rainfall_amount": { + "type": "data", + "unit": "m", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Implied depth of the rain produced by the model precipitation scheme which has been deposited on the surface in the previous 3 hours. This excludes the rain produced by the model convection scheme." + }, + "lwe_graupel_and_hail_fall_rate": { + "type": "data", + "unit": "m/s", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Instantaneous rate at which liquid water equivalent (LWE) hail (as a depth) has been produced by the model precipitation scheme and deposited on the surface." + }, + "lwe_thickness_of_snowfall_amount": { + "type": "data", + "unit": "m", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Implied depth of the (LWE) snow (as a depth) produced by the model precipitation scheme and deposited on the surface in the previous 3 hours. This excludes the snow produced by the model convection scheme." + }, + "surface_upward_sensible_heat_flux": { + "type": "data", + "unit": "W/m2", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Exchange of heat between the surface and the air by motion of air, also called turbulent heat flux." + }, + "lwe_thickness_of_surface_snow_amount": { + "type": "data", + "unit": "m", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Liquid water equivalent (LWE) depth of the snow lying on the surface (ground). Typically water is 10 times as dense as snow, so multiplying by 10 gives an approximate depth of the snow, although wet snow can be significantly denser and powder snow much less dense." + }, + "lwe_thickness_of_precipitation_amount": { + "type": "data", + "unit": "m", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Implied depth of the layer of liquid water which has been deposited on the surface in the previous 3 hours. This includes rain, snow and hail, with the ice phase precipitation being considered as a liquid water equivalent (LWE) value. It includes the contribution from the model convection scheme if this is invoked." + }, + "surface_downwelling_longwave_flux_in_air": { + "type": "data", + "unit": "W/m2", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Longwave radiation at the surface from above directed at the ground." + }, + "surface_downwelling_shortwave_flux_in_air": { + "type": "data", + "unit": "W/m2", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Total shortwave radiation at the surface from above directed at the ground." + }, + "surface_downwelling_ultraviolet_flux_in_air": { + "type": "data", + "unit": "W/m2", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Ultraviolet radiation at the surface from above directed at the ground." + }, + "lwe_thickness_of_graupel_and_hail_fall_amount": { + "type": "data", + "unit": "m", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Implied depth of the layer of liquid water equivalent (LWE) hail produced by the model precipitation scheme and deposited on the surface in the previous hour." + }, + "surface_direct_downwelling_shortwave_flux_in_air": { + "type": "data", + "unit": "W/m2", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Direct component of shortwave radiation at the surface from above directed at the ground." + }, + "surface_diffusive_downwelling_shortwave_flux_in_air": { + "type": "data", + "unit": "W/m2", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Diffuse component of shortwave radiation at the surface from above directed at the ground." + } + }, + "msft:container": "deterministic", + "cube:dimensions": { + "latitude": { + "axis": "y", + "type": "spatial", + "extent": [ + 50, + 62 + ] + }, + "longitude": { + "axis": "x", + "type": "spatial", + "extent": [ + 5, + 15 + ] + }, + "forecast:horizon": { + "type": "temporal", + "extent": [ + null, + null + ], + "values": [ + "PT0H", + "PT1H", + "PT2H", + "PT3H", + "PT4H", + "PT5H", + "PT6H", + "PT7H", + "PT8H", + "PT9H", + "PT10H", + "PT11H", + "PT12H", + "PT13H", + "PT14H", + "PT15H", + "PT16H", + "PT17H", + "PT18H", + "PT19H", + "PT20H", + "PT21H", + "PT22H", + "PT23H", + "PT24H", + "PT25H", + "PT26H", + "PT27H", + "PT28H", + "PT29H", + "PT30H", + "PT31H", + "PT32H", + "PT33H", + "PT34H", + "PT35H", + "PT36H", + "PT37H", + "PT38H", + "PT39H", + "PT40H", + "PT41H", + "PT42H", + "PT43H", + "PT44H", + "PT45H", + "PT46H", + "PT47H", + "PT48H", + "PT49H", + "PT50H", + "PT51H", + "PT52H", + "PT53H", + "PT54H", + "PT57H", + "PT60H", + "PT63H", + "PT66H", + "PT69H", + "PT72H", + "PT75H", + "PT78H", + "PT81H", + "PT84H", + "PT87H", + "PT90H", + "PT93H", + "PT96H", + "PT99H", + "PT102H", + "PT105H", + "PT108H", + "PT111H", + "PT114H", + "PT117H", + "PT120H" + ] + }, + "forecast:reference_datetime": { + "type": "temporal", + "extent": [ + "2023-12-15T00:00:00Z", + null + ] + } + }, + "msft:storage_account": "ukmoeuwest", + "msft:short_description": "Met Office UK Deterministic Near Surface Level", + "title": "Near-surface level collection Met Office UKV 2km deterministic forecast", + "extent": { + "spatial": { + "bbox": [ + [ + -13.7254, + 48.8643, + 4.3408, + 61.6102 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2023-12-15T00:00:00Z", + null + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "Met Office", + "Weather", + "Forecast", + "UK", + "Precipitation", + "Temperature", + "Wind", + "Pressure", + "Humidity" + ], + "providers": [ + { + "name": "Met Office", + "roles": [ + "producer", + "licensor", + "processor" + ], + "url": "https://www.metoffice.gov.uk/" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/met-office-uk-deterministic-near-surface.jpg", + "type": "image/jpeg", + "title": "Near-surface level collection Met Office UKV 2km deterministic forecast Thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/met-office-uk-deterministic-near-surface.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } } - } } \ No newline at end of file diff --git a/datasets/met-office/collection/met-office-uk-deterministic-pressure/template.json b/datasets/met-office/collection/met-office-uk-deterministic-pressure/template.json index 121f01d9f..82b083b0f 100644 --- a/datasets/met-office/collection/met-office-uk-deterministic-pressure/template.json +++ b/datasets/met-office/collection/met-office-uk-deterministic-pressure/template.json @@ -1,303 +1,309 @@ { - "id": "met-office-uk-deterministic-pressure", - "type": "Collection", - "description": "{{ collection.description }}", - "links": [ - { - "rel": "license", - "href": "https://creativecommons.org/licenses/by-sa/4.0/deed.en", - "type": "text/html", - "title": "Creative Commons Attribution-ShareAlike 4.0" + "type": "Collection", + "id": "met-office-uk-deterministic-pressure", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://creativecommons.org/licenses/by-sa/4.0/deed.en", + "type": "text/html", + "title": "Creative Commons Attribution-ShareAlike 4.0" + }, + { + "rel": "describedby", + "href": "https://www.metoffice.gov.uk/services/data/external-data-channels", + "title": "Met Office Dataset Documentation" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/met-office-uk-deterministic-pressure", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/forecast/v0.2.0/schema.json", + "https://stac-extensions.github.io/datacube/v2.0.0/schema.json" + ], + "item_assets": { + "height_ASL_on_pressure_levels": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Height Above Sea Level on pressure levels", + "forecast:variable": "geopotential_height" + }, + "wind_speed_on_pressure_levels": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Wind speed on pressure levels", + "forecast:variable": "wind_speed" + }, + "temperature_on_pressure_levels": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Temperature on pressure levels", + "forecast:variable": "air_temperature" + }, + "wind_direction_on_pressure_levels": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Wind direction on pressure levels", + "forecast:variable": "wind_from_direction" + }, + "relative_humidity_on_pressure_levels": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Relative humidity on pressure levels", + "forecast:variable": "relative_humidity" + }, + "geopotential_height_on_pressure_levels": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Geopotential height on pressure levels", + "forecast:variable": "geopotential_height" + }, + "wet_bulb_potential_temperature_on_pressure_levels": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Wet bulb potential temperature on pressure levels", + "forecast:variable": "wet_bulb_potential_temperature" + } }, - { - "rel": "describedby", - "href": "https://www.metoffice.gov.uk/services/data/external-data-channels", - "title": "Met Office Dataset Documentation" - } - ], - "title": "Pressure levels collection Met Office UKV 2km deterministic forecast", - "assets": { - "thumbnail": { - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/met-office-uk-deterministic-pressure.jpg", - "type": "image/jpeg", - "roles": [ - "thumbnail" - ], - "title": "Pressure levels collection Met Office UKV 2km deterministic forecast Thumbnail" - }, - "geoparquet-items": { - "href": "abfs://items/met-office-uk-deterministic-pressure.parquet", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "table:storage_options": { - "account_name": "pcstacitems" - } - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -13.7254, - 48.8643, - 4.3408, - 61.6102 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2023-12-15T00:00:00Z", - null - ] - ] - } - }, - "license": "proprietary", - "keywords": [ - "Met Office", - "Weather", - "Forecast", - "UK", - "Temperature", - "Wind", - "Pressure", - "Humidity" - ], - "providers": [ - { - "url": "https://www.metoffice.gov.uk/", - "name": "Met Office", - "roles": [ - "producer", - "licensor", - "processor" - ] - }, - { - "url": "https://planetarycomputer.microsoft.com", - "name": "Microsoft", - "roles": [ - "host", - "processor" - ] - } - ], - "stac_version": "1.0.0", - "msft:group_id": "met-office-uk-deterministic", - "msft:container": "deterministic", - "stac_extensions": [ - "https://stac-extensions.github.io/forecast/v0.2.0/schema.json", - "https://stac-extensions.github.io/datacube/v2.0.0/schema.json" - ], - "msft:storage_account": "ukmoeuwest", - "msft:short_description": "Met Office UK Deterministic Pressure Level", - "msft:region": "westeurope", - "item_assets": { - "geopotential_height_on_pressure_levels": { - "type": "application/netcdf", - "title": "Geopotential height on pressure levels", - "roles": [ - "data" - ], - "forecast:variable": "geopotential_height" - }, - "height_ASL_on_pressure_levels": { - "type": "application/netcdf", - "title": "Height Above Sea Level on pressure levels", - "roles": [ - "data" - ], - "forecast:variable": "geopotential_height" - }, - "relative_humidity_on_pressure_levels": { - "type": "application/netcdf", - "title": "Relative humidity on pressure levels", - "roles": [ - "data" - ], - "forecast:variable": "relative_humidity" - }, - "temperature_on_pressure_levels": { - "type": "application/netcdf", - "title": "Temperature on pressure levels", - "roles": [ - "data" - ], - "forecast:variable": "air_temperature" - }, - "wet_bulb_potential_temperature_on_pressure_levels": { - "type": "application/netcdf", - "title": "Wet bulb potential temperature on pressure levels", - "roles": [ - "data" - ], - "forecast:variable": "wet_bulb_potential_temperature" - }, - "wind_direction_on_pressure_levels": { - "type": "application/netcdf", - "title": "Wind direction on pressure levels", - "roles": [ - "data" - ], - "forecast:variable": "wind_from_direction" - }, - "wind_speed_on_pressure_levels": { - "type": "application/netcdf", - "title": "Wind speed on pressure levels", - "roles": [ - "data" - ], - "forecast:variable": "wind_speed" - } - }, - "cube:dimensions": { - "latitude": { - "type": "spatial", - "axis": "y", - "extent": [ - -90, - 90 - ] - }, - "longitude": { - "type": "spatial", - "axis": "x", - "extent": [ - -180, - 180 - ] - }, - "pressure_levels": { - "type": "spatial", - "values": [ - 100000, - 97500, - 95000, - 92500, - 90000, - 85000, - 80000, - 75000, - 70000, - 6500, - 60000, - 55000, - 50000, - 45000, - 40000, - 37500, - 35000, - 32500, - 30000, - 27500, - 25000, - 22500, - 20000, - 17500, - 15000, - 12500, - 10000, - 7000, - 5000, - 4000, - 3000, - 2000, - 1000 - ] - }, - "forecast:reference_datetime": { - "type": "temporal", - "extent": [ - "2023-12-15T00:00:00Z", - null - ] - }, - "forecast:horizon": { - "type": "temporal", - "extent": [ - null, - null - ] - } - }, - "cube:variables": { - "geopotential_height": { - "description": "Note: from January 2026, this parameter will replace height_ASL_on_pressure_levels.", - "dimensions": [ - "latitude", - "longitude", - "pressure_levels", - "forecast:reference_datetime", - "forecast:horizon" - ], - "unit": "m", - "type": "data" - }, - "relative_humidity": { - "description": "Ratio of the partial pressure of water vapour to the equilibrium vapour pressure of water.", - "dimensions": [ - "latitude", - "longitude", - "pressure_levels", - "forecast:reference_datetime", - "forecast:horizon" - ], - "unit": "1", - "type": "data" - }, - "air_temperature": { - "description": "Air temperature on pressure levels", - "dimensions": [ - "latitude", - "longitude", - "pressure_levels", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "K" + "msft:region": "westeurope", + "msft:group_id": "met-office-uk-deterministic", + "cube:variables": { + "wind_speed": { + "type": "data", + "unit": "m/s", + "dimensions": [ + "latitude", + "longitude", + "pressure_levels", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Wind speed on pressure levels is defined as a two-dimensional (horizontal) air velocity vector with no vertical component. The speed is the magnitude of velocity." + }, + "air_temperature": { + "type": "data", + "unit": "K", + "dimensions": [ + "latitude", + "longitude", + "pressure_levels", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Air temperature on pressure levels" + }, + "relative_humidity": { + "type": "data", + "unit": "1", + "dimensions": [ + "latitude", + "longitude", + "pressure_levels", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Ratio of the partial pressure of water vapour to the equilibrium vapour pressure of water." + }, + "geopotential_height": { + "type": "data", + "unit": "m", + "dimensions": [ + "latitude", + "longitude", + "pressure_levels", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Note: from January 2026, this parameter will replace height_ASL_on_pressure_levels." + }, + "wind_from_direction": { + "type": "data", + "unit": "degrees", + "dimensions": [ + "latitude", + "longitude", + "pressure_levels", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Wind direction on pressure levels is defined as a two-dimensional (horizontal) air velocity vector with no vertical component. In meteorological reports the direction of the wind vector is given as the direction from which it is blowing." + }, + "wet_bulb_potential_temperature": { + "type": "data", + "unit": "K", + "dimensions": [ + "latitude", + "longitude", + "pressure_levels", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Wet bulb potential temperature on pressure levels. Wet bulb potential temperature is defined as the temperature that a parcel of air would have if it were brought down to the standard pressure of 1000hPa following a saturated adiabatic lapse rate." + } }, - "wet_bulb_potential_temperature": { - "description": "Wet bulb potential temperature on pressure levels. Wet bulb potential temperature is defined as the temperature that a parcel of air would have if it were brought down to the standard pressure of 1000hPa following a saturated adiabatic lapse rate.", - "dimensions": [ - "latitude", - "longitude", - "pressure_levels", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "K" + "msft:container": "deterministic", + "cube:dimensions": { + "latitude": { + "axis": "y", + "type": "spatial", + "extent": [ + -90, + 90 + ] + }, + "longitude": { + "axis": "x", + "type": "spatial", + "extent": [ + -180, + 180 + ] + }, + "pressure_levels": { + "type": "spatial", + "values": [ + 100000, + 97500, + 95000, + 92500, + 90000, + 85000, + 80000, + 75000, + 70000, + 6500, + 60000, + 55000, + 50000, + 45000, + 40000, + 37500, + 35000, + 32500, + 30000, + 27500, + 25000, + 22500, + 20000, + 17500, + 15000, + 12500, + 10000, + 7000, + 5000, + 4000, + 3000, + 2000, + 1000 + ] + }, + "forecast:horizon": { + "type": "temporal", + "extent": [ + null, + null + ] + }, + "forecast:reference_datetime": { + "type": "temporal", + "extent": [ + "2023-12-15T00:00:00Z", + null + ] + } }, - "wind_from_direction": { - "description": "Wind direction on pressure levels is defined as a two-dimensional (horizontal) air velocity vector with no vertical component. In meteorological reports the direction of the wind vector is given as the direction from which it is blowing.", - "dimensions": [ - "latitude", - "longitude", - "pressure_levels", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "degrees" + "msft:storage_account": "ukmoeuwest", + "msft:short_description": "Met Office UK Deterministic Pressure Level", + "title": "Pressure levels collection Met Office UKV 2km deterministic forecast", + "extent": { + "spatial": { + "bbox": [ + [ + -13.7254, + 48.8643, + 4.3408, + 61.6102 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2023-12-15T00:00:00Z", + null + ] + ] + } }, - "wind_speed": { - "description": "Wind speed on pressure levels is defined as a two-dimensional (horizontal) air velocity vector with no vertical component. The speed is the magnitude of velocity.", - "dimensions": [ - "latitude", - "longitude", - "pressure_levels", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "m/s" + "license": "proprietary", + "keywords": [ + "Met Office", + "Weather", + "Forecast", + "UK", + "Temperature", + "Wind", + "Pressure", + "Humidity" + ], + "providers": [ + { + "name": "Met Office", + "roles": [ + "producer", + "licensor", + "processor" + ], + "url": "https://www.metoffice.gov.uk/" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/met-office-uk-deterministic-pressure.jpg", + "type": "image/jpeg", + "title": "Pressure levels collection Met Office UKV 2km deterministic forecast Thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/met-office-uk-deterministic-pressure.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } } - } } \ No newline at end of file diff --git a/datasets/met-office/collection/met-office-uk-deterministic-whole-atmosphere/template.json b/datasets/met-office/collection/met-office-uk-deterministic-whole-atmosphere/template.json index 69a8e507b..8c7829890 100644 --- a/datasets/met-office/collection/met-office-uk-deterministic-whole-atmosphere/template.json +++ b/datasets/met-office/collection/met-office-uk-deterministic-whole-atmosphere/template.json @@ -1,426 +1,432 @@ { - "id": "met-office-uk-deterministic-whole-atmosphere", - "type": "Collection", - "links": [ - { - "rel": "license", - "href": "https://creativecommons.org/licenses/by-sa/4.0/deed.en", - "type": "text/html", - "title": "Creative Commons Attribution-ShareAlike 4.0" + "type": "Collection", + "id": "met-office-uk-deterministic-whole-atmosphere", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://creativecommons.org/licenses/by-sa/4.0/deed.en", + "type": "text/html", + "title": "Creative Commons Attribution-ShareAlike 4.0" + }, + { + "rel": "describedby", + "href": "https://www.metoffice.gov.uk/services/data/external-data-channels", + "title": "Met Office Dataset Documentation" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/met-office-uk-deterministic-whole-atmosphere", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/forecast/v0.2.0/schema.json", + "https://stac-extensions.github.io/datacube/v2.0.0/schema.json" + ], + "item_assets": { + "CAPE_surface": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "CAPE surface", + "forecast:variable": "atmosphere_convective_available_potential_energy_wrt_surface" + }, + "cloud_amount_of_low_cloud": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Cloud amount of low cloud", + "forecast:variable": "low_type_cloud_area_fraction" + }, + "cloud_amount_of_high_cloud": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Cloud amount of high cloud", + "forecast:variable": "high_type_cloud_area_fraction" + }, + "cloud_amount_of_total_cloud": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Cloud amount of total cloud", + "forecast:variable": "cloud_area_fraction" + }, + "cloud_amount_of_medium_cloud": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Cloud amount of medium cloud", + "forecast:variable": "medium_type_cloud_area_fraction" + }, + "height_AGL_at_freezing_level": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Height AGL at freezing level", + "forecast:variable": "freezing_level_height" + }, + "cloud_amount_below_1000ft_ASL": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Cloud amount below 1000ft ASL", + "forecast:variable": "cloud_area_fraction_assuming_only_consider_surface_to_1000_feet_asl" + }, + "CAPE_most_unstable_below_500hPa": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "CAPE most unstable below 500hPa", + "forecast:variable": "atmosphere_convective_available_potential_energy" + }, + "lightning_flash_accumulation-PT01H": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Hourly lightning flash accumulation", + "forecast:variable": "number_of_lightning_flashes_per_unit_area" + }, + "height_AGL_at_wet_bulb_freezing_level": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Height AGL at wet bulb freezing level", + "forecast:variable": "wet_bulb_freezing_level_height" + }, + "height_AGL_at_cloud_base_where_cloud_cover_2p5_oktas": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Height AGL at cloud base where cloud cover 2p5 oktas", + "forecast:variable": "cloud_base_height_2p5_oktas" + } }, - { - "rel": "describedby", - "href": "https://www.metoffice.gov.uk/services/data/external-data-channels", - "title": "Met Office Dataset Documentation" - } - ], - "title": "Whole Atmosphere collection Met Office UKV 2km deterministic forecast", - "assets": { - "thumbnail": { - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/met-office-uk-deterministic-whole-atmosphere.jpg", - "type": "image/jpeg", - "roles": [ - "thumbnail" - ], - "title": "Whole Atmosphere collection Met Office UKV 2km deterministic forecast thumbnail" - }, - "geoparquet-items": { - "href": "abfs://items/met-office-uk-deterministic-whole-atmosphere.parquet", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "table:storage_options": { - "account_name": "pcstacitems" - } - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -13.7254, - 48.8643, - 4.3408, - 61.6102 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2023-12-15T00:00:00Z", - null - ] - ] - } - }, - "license": "proprietary", - "keywords": [ - "Met Office", - "Weather", - "Forecast", - "UK", - "CAPE", - "Cloud", - "Freezing", - "Wet Bulb", - "Lightning" - ], - "providers": [ - { - "url": "https://www.metoffice.gov.uk/", - "name": "Met Office", - "roles": [ - "producer", - "licensor", - "processor" - ] - }, - { - "url": "https://planetarycomputer.microsoft.com", - "name": "Microsoft", - "roles": [ - "host", - "processor" - ] - } - ], - "stac_version": "1.0.0", - "msft:group_id": "met-office-uk-deterministic", - "msft:container": "deterministic", - "stac_extensions": [ - "https://stac-extensions.github.io/forecast/v0.2.0/schema.json", - "https://stac-extensions.github.io/datacube/v2.0.0/schema.json" - ], - "msft:storage_account": "ukmoeuwest", - "msft:short_description": "Met Office UK Deterministic Whole Atmosphere Level", - "msft:region": "westeurope", - "item_assets": { - "CAPE_most_unstable_below_500hPa": { - "type": "application/netcdf", - "title": "CAPE most unstable below 500hPa", - "roles": [ - "data" - ], - "forecast:variable": "atmosphere_convective_available_potential_energy" - }, - "CAPE_surface": { - "type": "application/netcdf", - "title": "CAPE surface", - "roles": [ - "data" - ], - "forecast:variable": "atmosphere_convective_available_potential_energy_wrt_surface" - }, - "cloud_amount_below_1000ft_ASL": { - "type": "application/netcdf", - "title": "Cloud amount below 1000ft ASL", - "roles": [ - "data" - ], - "forecast:variable": "cloud_area_fraction_assuming_only_consider_surface_to_1000_feet_asl" - }, - "cloud_amount_of_high_cloud": { - "type": "application/netcdf", - "title": "Cloud amount of high cloud", - "roles": [ - "data" - ], - "forecast:variable": "high_type_cloud_area_fraction" - }, - "cloud_amount_of_low_cloud": { - "type": "application/netcdf", - "title": "Cloud amount of low cloud", - "roles": [ - "data" - ], - "forecast:variable": "low_type_cloud_area_fraction" - }, - "cloud_amount_of_medium_cloud": { - "type": "application/netcdf", - "title": "Cloud amount of medium cloud", - "roles": [ - "data" - ], - "forecast:variable": "medium_type_cloud_area_fraction" - }, - "cloud_amount_of_total_cloud": { - "type": "application/netcdf", - "title": "Cloud amount of total cloud", - "roles": [ - "data" - ], - "forecast:variable": "cloud_area_fraction" - }, - "height_AGL_at_cloud_base_where_cloud_cover_2p5_oktas": { - "type": "application/netcdf", - "title": "Height AGL at cloud base where cloud cover 2p5 oktas", - "roles": [ - "data" - ], - "forecast:variable": "cloud_base_height_2p5_oktas" - }, - "height_AGL_at_freezing_level": { - "type": "application/netcdf", - "title": "Height AGL at freezing level", - "roles": [ - "data" - ], - "forecast:variable": "freezing_level_height" - }, - "height_AGL_at_wet_bulb_freezing_level": { - "type": "application/netcdf", - "title": "Height AGL at wet bulb freezing level", - "roles": [ - "data" - ], - "forecast:variable": "wet_bulb_freezing_level_height" - }, - "lightning_flash_accumulation-PT01H": { - "type": "application/netcdf", - "title": "Hourly lightning flash accumulation", - "roles": [ - "data" - ], - "forecast:variable": "number_of_lightning_flashes_per_unit_area" - } - }, - "description": "{{ collection.description }}", - "cube:dimensions": { - "latitude": { - "type": "spatial", - "axis": "y", - "extent": [ - 50, - 62 - ] - }, - "longitude": { - "type": "spatial", - "axis": "x", - "extent": [ - 5, - 15 - ] - }, - "forecast:reference_datetime": { - "type": "temporal", - "extent": [ - "2023-12-15T00:00:00Z", - null - ] - }, - "forecast:horizon": { - "type": "temporal", - "extent": [ - null, - null - ], - "values": [ - "PT0H", - "PT1H", - "PT2H", - "PT3H", - "PT4H", - "PT5H", - "PT6H", - "PT7H", - "PT8H", - "PT9H", - "PT10H", - "PT11H", - "PT12H", - "PT13H", - "PT14H", - "PT15H", - "PT16H", - "PT17H", - "PT18H", - "PT19H", - "PT20H", - "PT21H", - "PT22H", - "PT23H", - "PT24H", - "PT25H", - "PT26H", - "PT27H", - "PT28H", - "PT29H", - "PT30H", - "PT31H", - "PT32H", - "PT33H", - "PT34H", - "PT35H", - "PT36H", - "PT37H", - "PT38H", - "PT39H", - "PT40H", - "PT41H", - "PT42H", - "PT43H", - "PT44H", - "PT45H", - "PT46H", - "PT47H", - "PT48H", - "PT49H", - "PT50H", - "PT51H", - "PT52H", - "PT53H", - "PT54H", - "PT57H", - "PT60H", - "PT63H", - "PT66H", - "PT69H", - "PT72H", - "PT75H", - "PT78H", - "PT81H", - "PT84H", - "PT87H", - "PT90H", - "PT93H", - "PT96H", - "PT99H", - "PT102H", - "PT105H", - "PT108H", - "PT111H", - "PT114H", - "PT117H", - "PT120H" - ] - } - }, - "cube:variables": { - "atmosphere_convective_available_potential_energy": { - "description": "CAPE (Convective Available Potential Energy) calculated for the most unstable parcel where the most unstable parcel is defined as the parcel with the highest fixed level CAPE launched from any level (including screen-level=1.5m) within 500hPa of the surface pressure.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "J/kg" - }, - "atmosphere_convective_available_potential_energy_wrt_surface": { - "description": "Value of CAPE (Convective Available Potential Energy) calculated for a surface based parcel where a surface based parcel is defined as a parcel initiated with thermodynamic properties at screen level height (1.5m) i.e. the parcel is launched from screen level.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "J/kg" - }, - "cloud_area_fraction_assuming_only_consider_surface_to_1000_feet_asl": { - "description": "Fraction of horizontal grid square occupied by cloud below 1000 feet above sea level.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "1" - }, - "high_type_cloud_area_fraction": { - "description": "Fraction of horizontal grid square occupied by cloud in the high-level cloud height range (from the lowest model layer containing the 5574m height level up to but excluding the lowest model layer containing 13608m height level).", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "1" - }, - "low_type_cloud_area_fraction": { - "description": "Fraction of horizontal grid square occupied by cloud in the low-level cloud height range (from the lowest model layer containing the 111m height level up to but excluding the lowest model layer containing 1949m height level).", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "1" - }, - "medium_type_cloud_area_fraction": { - "description": "Fraction of horizontal grid square occupied by cloud in the mid-level cloud height range (from the lowest model layer containing the 1949m height level up to but excluding the lowest model layer containing 5574m height level).", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "1" - }, - "cloud_area_fraction": { - "description": "Fraction of horizontal grid square occupied by cloud as diagnosed by the model cloud scheme. This is for the whole atmosphere column as seen from the surface or the top of the atmosphere.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "1" - }, - "cloud_base_height_2p5_oktas": { - "description": "Height of the base of the lowest cloud above the surface (ground) where there is at least 2.5 oktas (eighths) of cloud cover. This corresponds to scattered cloud.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "m" + "msft:region": "westeurope", + "msft:group_id": "met-office-uk-deterministic", + "cube:variables": { + "cloud_area_fraction": { + "type": "data", + "unit": "1", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Fraction of horizontal grid square occupied by cloud as diagnosed by the model cloud scheme. This is for the whole atmosphere column as seen from the surface or the top of the atmosphere." + }, + "freezing_level_height": { + "type": "data", + "unit": "m", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Height of the 0 degrees celsius isotherm (freezing level) above the surface (ground)." + }, + "cloud_base_height_2p5_oktas": { + "type": "data", + "unit": "m", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Height of the base of the lowest cloud above the surface (ground) where there is at least 2.5 oktas (eighths) of cloud cover. This corresponds to scattered cloud." + }, + "low_type_cloud_area_fraction": { + "type": "data", + "unit": "1", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Fraction of horizontal grid square occupied by cloud in the low-level cloud height range (from the lowest model layer containing the 111m height level up to but excluding the lowest model layer containing 1949m height level)." + }, + "high_type_cloud_area_fraction": { + "type": "data", + "unit": "1", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Fraction of horizontal grid square occupied by cloud in the high-level cloud height range (from the lowest model layer containing the 5574m height level up to but excluding the lowest model layer containing 13608m height level)." + }, + "wet_bulb_freezing_level_height": { + "type": "data", + "unit": "m", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Height of the wet bulb freezing level (i.e. where the wet bulb temperature is 0oC) above sea level. This is also referred to as the altitude of the wet bulb freezing level or (geometric) height above the geoid, which is the reference geopotential surface. Wet bulb temperature is defined as the temperature of a parcel of air cooled to saturation (100% relative humidity) by the evaporation of water into it with the latent heat supplied by the parcel." + }, + "medium_type_cloud_area_fraction": { + "type": "data", + "unit": "1", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Fraction of horizontal grid square occupied by cloud in the mid-level cloud height range (from the lowest model layer containing the 1949m height level up to but excluding the lowest model layer containing 5574m height level)." + }, + "number_of_lightning_flashes_per_unit_area": { + "type": "data", + "unit": "count/m2", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "This represents the total (cloud-to-cloud and cloud-to-ground) lightning flashes per square metre within the previous hour" + }, + "atmosphere_convective_available_potential_energy": { + "type": "data", + "unit": "J/kg", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "CAPE (Convective Available Potential Energy) calculated for the most unstable parcel where the most unstable parcel is defined as the parcel with the highest fixed level CAPE launched from any level (including screen-level=1.5m) within 500hPa of the surface pressure." + }, + "atmosphere_convective_available_potential_energy_wrt_surface": { + "type": "data", + "unit": "J/kg", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Value of CAPE (Convective Available Potential Energy) calculated for a surface based parcel where a surface based parcel is defined as a parcel initiated with thermodynamic properties at screen level height (1.5m) i.e. the parcel is launched from screen level." + }, + "cloud_area_fraction_assuming_only_consider_surface_to_1000_feet_asl": { + "type": "data", + "unit": "1", + "dimensions": [ + "latitude", + "longitude", + "forecast:reference_datetime", + "forecast:horizon" + ], + "description": "Fraction of horizontal grid square occupied by cloud below 1000 feet above sea level." + } }, - "freezing_level_height": { - "description": "Height of the 0 degrees celsius isotherm (freezing level) above the surface (ground).", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "m" + "msft:container": "deterministic", + "cube:dimensions": { + "latitude": { + "axis": "y", + "type": "spatial", + "extent": [ + 50, + 62 + ] + }, + "longitude": { + "axis": "x", + "type": "spatial", + "extent": [ + 5, + 15 + ] + }, + "forecast:horizon": { + "type": "temporal", + "extent": [ + null, + null + ], + "values": [ + "PT0H", + "PT1H", + "PT2H", + "PT3H", + "PT4H", + "PT5H", + "PT6H", + "PT7H", + "PT8H", + "PT9H", + "PT10H", + "PT11H", + "PT12H", + "PT13H", + "PT14H", + "PT15H", + "PT16H", + "PT17H", + "PT18H", + "PT19H", + "PT20H", + "PT21H", + "PT22H", + "PT23H", + "PT24H", + "PT25H", + "PT26H", + "PT27H", + "PT28H", + "PT29H", + "PT30H", + "PT31H", + "PT32H", + "PT33H", + "PT34H", + "PT35H", + "PT36H", + "PT37H", + "PT38H", + "PT39H", + "PT40H", + "PT41H", + "PT42H", + "PT43H", + "PT44H", + "PT45H", + "PT46H", + "PT47H", + "PT48H", + "PT49H", + "PT50H", + "PT51H", + "PT52H", + "PT53H", + "PT54H", + "PT57H", + "PT60H", + "PT63H", + "PT66H", + "PT69H", + "PT72H", + "PT75H", + "PT78H", + "PT81H", + "PT84H", + "PT87H", + "PT90H", + "PT93H", + "PT96H", + "PT99H", + "PT102H", + "PT105H", + "PT108H", + "PT111H", + "PT114H", + "PT117H", + "PT120H" + ] + }, + "forecast:reference_datetime": { + "type": "temporal", + "extent": [ + "2023-12-15T00:00:00Z", + null + ] + } }, - "wet_bulb_freezing_level_height": { - "description": "Height of the wet bulb freezing level (i.e. where the wet bulb temperature is 0oC) above sea level. This is also referred to as the altitude of the wet bulb freezing level or (geometric) height above the geoid, which is the reference geopotential surface. Wet bulb temperature is defined as the temperature of a parcel of air cooled to saturation (100% relative humidity) by the evaporation of water into it with the latent heat supplied by the parcel.", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "m" + "msft:storage_account": "ukmoeuwest", + "msft:short_description": "Met Office UK Deterministic Whole Atmosphere Level", + "title": "Whole Atmosphere collection Met Office UKV 2km deterministic forecast", + "extent": { + "spatial": { + "bbox": [ + [ + -13.7254, + 48.8643, + 4.3408, + 61.6102 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2023-12-15T00:00:00Z", + null + ] + ] + } }, - "number_of_lightning_flashes_per_unit_area": { - "description": "This represents the total (cloud-to-cloud and cloud-to-ground) lightning flashes per square metre within the previous hour", - "dimensions": [ - "latitude", - "longitude", - "forecast:reference_datetime", - "forecast:horizon" - ], - "type": "data", - "unit": "count/m2" + "license": "proprietary", + "keywords": [ + "Met Office", + "Weather", + "Forecast", + "UK", + "CAPE", + "Cloud", + "Freezing", + "Wet Bulb", + "Lightning" + ], + "providers": [ + { + "name": "Met Office", + "roles": [ + "producer", + "licensor", + "processor" + ], + "url": "https://www.metoffice.gov.uk/" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/met-office-uk-deterministic-whole-atmosphere.jpg", + "type": "image/jpeg", + "title": "Whole Atmosphere collection Met Office UKV 2km deterministic forecast thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/met-office-uk-deterministic-whole-atmosphere.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } } - } } \ No newline at end of file diff --git a/datasets/mobi/description.md b/datasets/mobi/description.md new file mode 100644 index 000000000..4420f7a36 --- /dev/null +++ b/datasets/mobi/description.md @@ -0,0 +1,5 @@ +The [Map of Biodiversity Importance](https://www.natureserve.org/conservation-tools/projects/map-biodiversity-importance) (MoBI) consists of raster maps that combine habitat information for 2,216 imperiled species occurring in the conterminous United States, using weightings based on range size and degree of protection to identify areas of high importance for biodiversity conservation. Species included in the project are those which, as of September 2018, had a global conservation status of G1 (critical imperiled) or G2 (imperiled) or which are listed as threatened or endangered at the full species level under the United States Endangered Species Act. Taxonomic groups included in the project are vertebrates (birds, mammals, amphibians, reptiles, turtles, crocodilians, and freshwater and anadromous fishes), vascular plants, selected aquatic invertebrates (freshwater mussels and crayfish) and selected pollinators (bumblebees, butterflies, and skippers). + +There are three types of spatial data provided, described in more detail below: species richness, range-size rarity, and protection-weighted range-size rarity. For each type, this data set includes five different layers – one for all species combined, and four additional layers that break the data down by taxonomic group (vertebrates, plants, freshwater invertebrates, and pollinators) – for a total of fifteen layers. + +These data layers are intended to identify areas of high potential value for on-the-ground biodiversity protection efforts. As a synthesis of predictive models, they cannot guarantee either the presence or absence of imperiled species at a given location. For site-specific decision-making, these data should be used in conjunction with field surveys and/or documented occurrence data, such as is available from the [NatureServe Network](https://www.natureserve.org/natureserve-network). diff --git a/datasets/mobi/template.json b/datasets/mobi/template.json new file mode 100644 index 000000000..c306aa2cb --- /dev/null +++ b/datasets/mobi/template.json @@ -0,0 +1,210 @@ +{ + "type": "Collection", + "id": "mobi", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://aka.ms/mobi-license", + "title": "NatureServe MoBI license" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/mobi", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/projection/v1.0.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], + "item_assets": { + "RSR_All": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Range-size rarity for all species" + }, + "RSR_Plants": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Range-size rarity for vascular plants" + }, + "RSR_Vertebrates": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Range-size rarity for vertebrates" + }, + "RSR_AquaticInverts": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Range-size rarity for aquatic invertebrates" + }, + "PWRSR_GAP12_SUM_All": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Protection-weighted range-size rarity for all species" + }, + "SpeciesRichness_All": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Species richness for all species" + }, + "RSR_PollinatorInverts": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Range-size rarity for pollinators" + }, + "PWRSR_GAP12_SUM_Plants": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Protection-weighted range-size rarity for vascular plants" + }, + "SpeciesRichness_Plants": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Species richness for vascular plants" + }, + "PWRSR_GAP12_SUM_Vertebrates": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Protection-weighted range-size rarity for vertebrates" + }, + "SpeciesRichness_Vertebrates": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Species richness for vertebrates" + }, + "PWRSR_GAP12_SUM_AquaticInverts": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Protection-weighted range-size rarity for aquatic invertebrates" + }, + "SpeciesRichness_AquaticInverts": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Species richness for aquatic invertebrates" + }, + "PWRSR_GAP12_SUM_PollinatorInverts": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Protection-weighted range-size rarity for pollinators" + }, + "SpeciesRichness_PollinatorInverts": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Species richness for pollinators" + } + }, + "msft:container": "mobi", + "msft:storage_account": "ai4edataeuwest", + "msft:short_description": "Habitat information for 2,216 imperiled species occurring in the continental United States", + "msft:region": "westeurope", + "title": "MoBI: Map of Biodiversity Importance", + "extent": { + "spatial": { + "bbox": [ + [ + -130.23751729209377, + 21.736663926419077, + -63.66198266211968, + 49.184200486300604 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2020-04-14T00:00:00Z", + "2020-04-14T00:00:00Z" + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "MoBI", + "Natureserve", + "United States", + "Biodiversity" + ], + "providers": [ + { + "name": "NatureServe", + "roles": [ + "producer", + "licensor" + ], + "url": "http://natureserve.org/" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "gsd": [ + 990 + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/mobi.png", + "type": "image/png", + "title": "MoBI", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/mobi.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": false + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } +} \ No newline at end of file diff --git a/datasets/modis/collection/modis-09A1-061/template.json b/datasets/modis/collection/modis-09A1-061/template.json index 9618eb578..9e8f11f14 100644 --- a/datasets/modis/collection/modis-09A1-061/template.json +++ b/datasets/modis/collection/modis-09A1-061/template.json @@ -1,6 +1,8 @@ { - "id": "modis-09A1-061", "type": "Collection", + "id": "modis-09A1-061", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", "links": [ { "rel": "help", @@ -31,95 +33,21 @@ "rel": "license", "href": "https://lpdaac.usgs.gov/data/data-citation-and-policies/", "title": "LP DAAC - Data Citation and Policies" - } - ], - "title": "MODIS Surface Reflectance 8-Day (500m)", - "assets": { - "thumbnail": { - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-09A1-061.png", - "type": "image/png", - "roles": [ - "thumbnail" - ], - "title": "MODIS Surface Reflectance 8-Day (500m) thumbnail" - }, - "geoparquet-items": { - "href": "abfs://items/modis-09A1-061.parquet", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "msft:partition_info": { - "is_partitioned": true, - "partition_frequency": "MS" - }, - "table:storage_options": { - "account_name": "pcstacitems" - } - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -90, - 180, - 90 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2000-02-18T00:00:00Z", - null - ] - ] - } - }, - "license": "proprietary", - "keywords": [ - "NASA", - "MODIS", - "Satellite", - "Imagery", - "Global", - "Reflectance", - "MOD09A1", - "MYD09A1" - ], - "providers": [ - { - "url": "https://lpdaac.usgs.gov/", - "name": "NASA LP DAAC at the USGS EROS Center", - "roles": [ - "producer", - "licensor", - "processor" - ] }, { - "url": "https://planetarycomputer.microsoft.com", - "name": "Microsoft", - "roles": [ - "host", - "processor" - ] + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/modis-09A1-061", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], - "summaries": { - "platform": [ - "aqua", - "terra" - ], - "instruments": [ - "modis" - ] - }, - "description": "The Moderate Resolution Imaging Spectroradiometer (MODIS) 09A1 Version 6.1 product provides an estimate of the surface spectral reflectance of MODIS Bands 1 through 7 corrected for atmospheric conditions such as gasses, aerosols, and Rayleigh scattering. Along with the seven 500 meter (m) reflectance bands are two quality layers and four observation bands. For each pixel, a value is selected from all the acquisitions within the 8-day composite period. The criteria for the pixel choice include cloud and solar zenith. When several acquisitions meet the criteria the pixel with the minimum channel 3 (blue) value is used.", + "stac_extensions": [ + "https://stac-extensions.github.io/eo/v1.0.0/schema.json", + "https://stac-extensions.github.io/raster/v1.0.0/schema.json", + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], "item_assets": { "hdf": { "type": "application/x-hdf", @@ -382,16 +310,8 @@ ] } }, - "stac_version": "1.0.0", "msft:group_id": "modis", "msft:container": "modis-061", - "stac_extensions": [ - "https://stac-extensions.github.io/eo/v1.0.0/schema.json", - "https://stac-extensions.github.io/raster/v1.0.0/schema.json", - "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", - "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", - "https://stac-extensions.github.io/table/v1.2.0/schema.json" - ], "sci:publications": [ { "doi": "10.5067/MODIS/MOD09A1.061", @@ -404,5 +324,91 @@ ], "msft:storage_account": "modiseuwest", "msft:short_description": "MODIS Surface Reflectance 8-Day (500m)", - "msft:region": "westeurope" + "msft:region": "westeurope", + "title": "MODIS Surface Reflectance 8-Day (500m)", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2000-02-18T00:00:00Z", + null + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "NASA", + "MODIS", + "Satellite", + "Imagery", + "Global", + "Reflectance", + "MOD09A1", + "MYD09A1" + ], + "providers": [ + { + "name": "NASA LP DAAC at the USGS EROS Center", + "roles": [ + "producer", + "licensor", + "processor" + ], + "url": "https://lpdaac.usgs.gov/" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "platform": [ + "aqua", + "terra" + ], + "instruments": [ + "modis" + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-09A1-061.png", + "type": "image/png", + "title": "MODIS Surface Reflectance 8-Day (500m) thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/modis-09A1-061.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "MS" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } } \ No newline at end of file diff --git a/datasets/modis/collection/modis-09Q1-061/template.json b/datasets/modis/collection/modis-09Q1-061/template.json index 6b3893539..657ee8aff 100644 --- a/datasets/modis/collection/modis-09Q1-061/template.json +++ b/datasets/modis/collection/modis-09Q1-061/template.json @@ -1,6 +1,8 @@ { - "id": "modis-09Q1-061", "type": "Collection", + "id": "modis-09Q1-061", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", "links": [ { "rel": "help", @@ -31,95 +33,21 @@ "rel": "license", "href": "https://lpdaac.usgs.gov/data/data-citation-and-policies/", "title": "LP DAAC - Data Citation and Policies" - } - ], - "title": "MODIS Surface Reflectance 8-Day (250m)", - "assets": { - "thumbnail": { - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-09Q1-061.png", - "type": "image/png", - "roles": [ - "thumbnail" - ], - "title": "MODIS Surface Reflectance 8-Day (250m) thumbnail" - }, - "geoparquet-items": { - "href": "abfs://items/modis-09Q1-061.parquet", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "msft:partition_info": { - "is_partitioned": true, - "partition_frequency": "MS" - }, - "table:storage_options": { - "account_name": "pcstacitems" - } - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -90, - 180, - 90 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2000-02-18T00:00:00Z", - null - ] - ] - } - }, - "license": "proprietary", - "keywords": [ - "NASA", - "MODIS", - "Satellite", - "Imagery", - "Global", - "Reflectance", - "MOD09Q1", - "MYD09Q1" - ], - "providers": [ - { - "url": "https://lpdaac.usgs.gov/", - "name": "NASA LP DAAC at the USGS EROS Center", - "roles": [ - "producer", - "licensor", - "processor" - ] }, { - "url": "https://planetarycomputer.microsoft.com", - "name": "Microsoft", - "roles": [ - "host", - "processor" - ] + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/modis-09Q1-061", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], - "summaries": { - "platform": [ - "aqua", - "terra" - ], - "instruments": [ - "modis" - ] - }, - "description": "The 09Q1 Version 6.1 product provides an estimate of the surface spectral reflectance of Moderate Resolution Imaging Spectroradiometer (MODIS) Bands 1 and 2, corrected for atmospheric conditions such as gasses, aerosols, and Rayleigh scattering. Provided along with the 250 meter (m) surface reflectance bands are two quality layers. For each pixel, a value is selected from all the acquisitions within the 8-day composite period. The criteria for the pixel choice include cloud and solar zenith. When several acquisitions meet the criteria the pixel with the minimum channel 3 (blue) value is used.", + "stac_extensions": [ + "https://stac-extensions.github.io/eo/v1.0.0/schema.json", + "https://stac-extensions.github.io/raster/v1.0.0/schema.json", + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], "item_assets": { "hdf": { "type": "application/x-hdf", @@ -208,16 +136,8 @@ ] } }, - "stac_version": "1.0.0", "msft:group_id": "modis", "msft:container": "modis-061", - "stac_extensions": [ - "https://stac-extensions.github.io/eo/v1.0.0/schema.json", - "https://stac-extensions.github.io/raster/v1.0.0/schema.json", - "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", - "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", - "https://stac-extensions.github.io/table/v1.2.0/schema.json" - ], "sci:publications": [ { "doi": "10.5067/MODIS/MOD09Q1.061", @@ -230,5 +150,91 @@ ], "msft:storage_account": "modiseuwest", "msft:short_description": "MODIS Surface Reflectance 8-Day (250m)", - "msft:region": "westeurope" + "msft:region": "westeurope", + "title": "MODIS Surface Reflectance 8-Day (250m)", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2000-02-18T00:00:00Z", + null + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "NASA", + "MODIS", + "Satellite", + "Imagery", + "Global", + "Reflectance", + "MOD09Q1", + "MYD09Q1" + ], + "providers": [ + { + "name": "NASA LP DAAC at the USGS EROS Center", + "roles": [ + "producer", + "licensor", + "processor" + ], + "url": "https://lpdaac.usgs.gov/" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "platform": [ + "aqua", + "terra" + ], + "instruments": [ + "modis" + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-09Q1-061.png", + "type": "image/png", + "title": "MODIS Surface Reflectance 8-Day (250m) thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/modis-09Q1-061.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "MS" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } } \ No newline at end of file diff --git a/datasets/modis/collection/modis-10A1-061/template.json b/datasets/modis/collection/modis-10A1-061/template.json index 812cd8ea6..567655a3b 100644 --- a/datasets/modis/collection/modis-10A1-061/template.json +++ b/datasets/modis/collection/modis-10A1-061/template.json @@ -1,6 +1,8 @@ { - "id": "modis-10A1-061", "type": "Collection", + "id": "modis-10A1-061", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", "links": [ { "rel": "cite-as", @@ -16,94 +18,21 @@ "rel": "license", "href": "https://nsidc.org/data/data-programs/nsidc-daac/citing-nsidc-daac", "title": "Use and Copyright | National Snow and Ice Data Center" - } - ], - "title": "MODIS Snow Cover Daily", - "assets": { - "thumbnail": { - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-10A1-061.png", - "type": "image/png", - "roles": [ - "thumbnail" - ], - "title": "MODIS Snow Cover Daily thumbnail" - }, - "geoparquet-items": { - "href": "abfs://items/modis-10A1-061.parquet", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "msft:partition_info": { - "is_partitioned": true, - "partition_frequency": "MS" - }, - "table:storage_options": { - "account_name": "pcstacitems" - } - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -90, - 180, - 90 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2000-02-24T00:00:00Z", - null - ] - ] - } - }, - "license": "proprietary", - "keywords": [ - "NASA", - "MODIS", - "Satellite", - "Global", - "Snow", - "MOD10A1", - "MYD10A1" - ], - "providers": [ - { - "url": "https://nsidc.org", - "name": "National Snow and Ice Data Center", - "roles": [ - "producer", - "licensor", - "processor" - ] }, { - "url": "https://planetarycomputer.microsoft.com", - "name": "Microsoft", - "roles": [ - "host", - "processor" - ] + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/modis-10A1-061", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], - "summaries": { - "platform": [ - "aqua", - "terra" - ], - "instruments": [ - "modis" - ] - }, - "description": "This global Level-3 (L3) data set provides a daily composite of snow cover and albedo derived from the 'MODIS Snow Cover 5-Min L2 Swath 500m' data set. Each data granule is a 10degx10deg tile projected to a 500 m sinusoidal grid.", + "stac_extensions": [ + "https://stac-extensions.github.io/classification/v1.0.0/schema.json", + "https://stac-extensions.github.io/raster/v1.0.0/schema.json", + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], "item_assets": { "hdf": { "type": "application/x-hdf", @@ -234,16 +163,8 @@ ] } }, - "stac_version": "1.0.0", "msft:group_id": "modis", "msft:container": "modis-061", - "stac_extensions": [ - "https://stac-extensions.github.io/classification/v1.0.0/schema.json", - "https://stac-extensions.github.io/raster/v1.0.0/schema.json", - "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", - "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", - "https://stac-extensions.github.io/table/v1.2.0/schema.json" - ], "sci:publications": [ { "doi": "10.5067/MODIS/MOD10A1.061", @@ -256,5 +177,90 @@ ], "msft:storage_account": "modiseuwest", "msft:short_description": "MODIS Snow Cover Daily", - "msft:region": "westeurope" + "msft:region": "westeurope", + "title": "MODIS Snow Cover Daily", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2000-02-24T00:00:00Z", + null + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "NASA", + "MODIS", + "Satellite", + "Global", + "Snow", + "MOD10A1", + "MYD10A1" + ], + "providers": [ + { + "name": "National Snow and Ice Data Center", + "roles": [ + "producer", + "licensor", + "processor" + ], + "url": "https://nsidc.org" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "platform": [ + "aqua", + "terra" + ], + "instruments": [ + "modis" + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-10A1-061.png", + "type": "image/png", + "title": "MODIS Snow Cover Daily thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/modis-10A1-061.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "MS" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } } \ No newline at end of file diff --git a/datasets/modis/collection/modis-10A2-061/template.json b/datasets/modis/collection/modis-10A2-061/template.json index 14a5b31ec..c69491cec 100644 --- a/datasets/modis/collection/modis-10A2-061/template.json +++ b/datasets/modis/collection/modis-10A2-061/template.json @@ -1,6 +1,8 @@ { - "id": "modis-10A2-061", "type": "Collection", + "id": "modis-10A2-061", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", "links": [ { "rel": "cite-as", @@ -16,94 +18,21 @@ "rel": "license", "href": "https://nsidc.org/data/data-programs/nsidc-daac/citing-nsidc-daac", "title": "Use and Copyright | National Snow and Ice Data Center" - } - ], - "title": "MODIS Snow Cover 8-day", - "assets": { - "thumbnail": { - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-10A2-061.png", - "type": "image/png", - "roles": [ - "thumbnail" - ], - "title": "MODIS Snow Cover 8-day thumbnail" - }, - "geoparquet-items": { - "href": "abfs://items/modis-10A2-061.parquet", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "msft:partition_info": { - "is_partitioned": true, - "partition_frequency": "MS" - }, - "table:storage_options": { - "account_name": "pcstacitems" - } - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -90, - 180, - 90 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2000-02-18T00:00:00Z", - null - ] - ] - } - }, - "license": "proprietary", - "keywords": [ - "NASA", - "MODIS", - "Satellite", - "Global", - "Snow", - "MOD10A2", - "MYD10A2" - ], - "providers": [ - { - "url": "https://nsidc.org", - "name": "National Snow and Ice Data Center", - "roles": [ - "producer", - "licensor", - "processor" - ] }, { - "url": "https://planetarycomputer.microsoft.com", - "name": "Microsoft", - "roles": [ - "host", - "processor" - ] + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/modis-10A2-061", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], - "summaries": { - "platform": [ - "aqua", - "terra" - ], - "instruments": [ - "modis" - ] - }, - "description": "This global Level-3 (L3) data set provides the maximum snow cover extent observed over an eight-day period within 10degx10deg MODIS sinusoidal grid tiles. Tiles are generated by compositing 500 m observations from the 'MODIS Snow Cover Daily L3 Global 500m Grid' data set. A bit flag index is used to track the eight-day snow/no-snow chronology for each 500 m cell.", + "stac_extensions": [ + "https://stac-extensions.github.io/classification/v1.0.0/schema.json", + "https://stac-extensions.github.io/raster/v1.0.0/schema.json", + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], "item_assets": { "hdf": { "type": "application/x-hdf", @@ -188,16 +117,8 @@ ] } }, - "stac_version": "1.0.0", "msft:group_id": "modis", "msft:container": "modis-061", - "stac_extensions": [ - "https://stac-extensions.github.io/classification/v1.0.0/schema.json", - "https://stac-extensions.github.io/raster/v1.0.0/schema.json", - "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", - "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", - "https://stac-extensions.github.io/table/v1.2.0/schema.json" - ], "sci:publications": [ { "doi": "10.5067/MODIS/MOD10A2.061", @@ -210,5 +131,90 @@ ], "msft:storage_account": "modiseuwest", "msft:short_description": "MODIS Snow Cover 8-day", - "msft:region": "westeurope" + "msft:region": "westeurope", + "title": "MODIS Snow Cover 8-day", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2000-02-18T00:00:00Z", + null + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "NASA", + "MODIS", + "Satellite", + "Global", + "Snow", + "MOD10A2", + "MYD10A2" + ], + "providers": [ + { + "name": "National Snow and Ice Data Center", + "roles": [ + "producer", + "licensor", + "processor" + ], + "url": "https://nsidc.org" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "platform": [ + "aqua", + "terra" + ], + "instruments": [ + "modis" + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-10A2-061.png", + "type": "image/png", + "title": "MODIS Snow Cover 8-day thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/modis-10A2-061.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "MS" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } } \ No newline at end of file diff --git a/datasets/modis/collection/modis-11A1-061/template.json b/datasets/modis/collection/modis-11A1-061/template.json index 883d18146..43513ff1a 100644 --- a/datasets/modis/collection/modis-11A1-061/template.json +++ b/datasets/modis/collection/modis-11A1-061/template.json @@ -1,6 +1,8 @@ { - "id": "modis-11A1-061", "type": "Collection", + "id": "modis-11A1-061", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", "links": [ { "rel": "help", @@ -31,94 +33,20 @@ "rel": "license", "href": "https://lpdaac.usgs.gov/data/data-citation-and-policies/", "title": "LP DAAC - Data Citation and Policies" - } - ], - "title": "MODIS Land Surface Temperature/Emissivity Daily", - "assets": { - "thumbnail": { - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-11A1-061.png", - "type": "image/png", - "roles": [ - "thumbnail" - ], - "title": "MODIS Land Surface Temperature/Emissivity Daily thumbnail" - }, - "geoparquet-items": { - "href": "abfs://items/modis-11A1-061.parquet", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "msft:partition_info": { - "is_partitioned": true, - "partition_frequency": "MS" - }, - "table:storage_options": { - "account_name": "pcstacitems" - } - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -90, - 180, - 90 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2000-02-24T00:00:00Z", - null - ] - ] - } - }, - "license": "proprietary", - "keywords": [ - "NASA", - "MODIS", - "Satellite", - "Global", - "Temperature", - "MOD11A1", - "MYD11A1" - ], - "providers": [ - { - "url": "https://lpdaac.usgs.gov/", - "name": "NASA LP DAAC at the USGS EROS Center", - "roles": [ - "producer", - "licensor", - "processor" - ] }, { - "url": "https://planetarycomputer.microsoft.com", - "name": "Microsoft", - "roles": [ - "host", - "processor" - ] + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/modis-11A1-061", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], - "summaries": { - "platform": [ - "aqua", - "terra" - ], - "instruments": [ - "modis" - ] - }, - "description": "The Moderate Resolution Imaging Spectroradiometer (MODIS) Land Surface Temperature/Emissivity Daily Version 6.1 product provides daily per-pixel Land Surface Temperature and Emissivity (LST&E) with 1 kilometer (km) spatial resolution in a 1,200 by 1,200 km grid. The pixel temperature value is derived from the MOD11_L2 swath product. Above 30 degrees latitude, some pixels may have multiple observations where the criteria for clear-sky are met. When this occurs, the pixel value is a result of the average of all qualifying observations. Provided along with the daytime and nighttime surface temperature bands are associated quality control assessments, observation times, view zenith angles, and clear-sky coverages along with bands 31 and 32 emissivities from land cover types", + "stac_extensions": [ + "https://stac-extensions.github.io/raster/v1.0.0/schema.json", + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], "item_assets": { "hdf": { "type": "application/x-hdf", @@ -307,15 +235,8 @@ ] } }, - "stac_version": "1.0.0", "msft:group_id": "modis", "msft:container": "modis-061", - "stac_extensions": [ - "https://stac-extensions.github.io/raster/v1.0.0/schema.json", - "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", - "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", - "https://stac-extensions.github.io/table/v1.2.0/schema.json" - ], "sci:publications": [ { "doi": "10.5067/MODIS/MOD11A1.061", @@ -328,5 +249,90 @@ ], "msft:storage_account": "modiseuwest", "msft:short_description": "MODIS Land Surface Temperature/Emissivity Daily", - "msft:region": "westeurope" + "msft:region": "westeurope", + "title": "MODIS Land Surface Temperature/Emissivity Daily", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2000-02-24T00:00:00Z", + null + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "NASA", + "MODIS", + "Satellite", + "Global", + "Temperature", + "MOD11A1", + "MYD11A1" + ], + "providers": [ + { + "name": "NASA LP DAAC at the USGS EROS Center", + "roles": [ + "producer", + "licensor", + "processor" + ], + "url": "https://lpdaac.usgs.gov/" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "platform": [ + "aqua", + "terra" + ], + "instruments": [ + "modis" + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-11A1-061.png", + "type": "image/png", + "title": "MODIS Land Surface Temperature/Emissivity Daily thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/modis-11A1-061.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "MS" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } } \ No newline at end of file diff --git a/datasets/modis/collection/modis-11A2-061/template.json b/datasets/modis/collection/modis-11A2-061/template.json index 8fb24f158..b137141a0 100644 --- a/datasets/modis/collection/modis-11A2-061/template.json +++ b/datasets/modis/collection/modis-11A2-061/template.json @@ -1,6 +1,8 @@ { - "id": "modis-11A2-061", "type": "Collection", + "id": "modis-11A2-061", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", "links": [ { "rel": "help", @@ -31,94 +33,20 @@ "rel": "license", "href": "https://lpdaac.usgs.gov/data/data-citation-and-policies/", "title": "LP DAAC - Data Citation and Policies" - } - ], - "title": "MODIS Land Surface Temperature/Emissivity 8-Day", - "assets": { - "thumbnail": { - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-11A2-061.png", - "type": "image/png", - "roles": [ - "thumbnail" - ], - "title": "MODIS Land Surface Temperature/Emissivity 8-Day thumbnail" - }, - "geoparquet-items": { - "href": "abfs://items/modis-11A2-061.parquet", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "msft:partition_info": { - "is_partitioned": true, - "partition_frequency": "MS" - }, - "table:storage_options": { - "account_name": "pcstacitems" - } - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -90, - 180, - 90 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2000-02-18T00:00:00Z", - null - ] - ] - } - }, - "license": "proprietary", - "keywords": [ - "NASA", - "MODIS", - "Satellite", - "Global", - "Temperature", - "MOD11A2", - "MYD11A2" - ], - "providers": [ - { - "url": "https://lpdaac.usgs.gov/", - "name": "NASA LP DAAC at the USGS EROS Center", - "roles": [ - "producer", - "licensor", - "processor" - ] }, { - "url": "https://planetarycomputer.microsoft.com", - "name": "Microsoft", - "roles": [ - "host", - "processor" - ] + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/modis-11A2-061", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], - "summaries": { - "platform": [ - "aqua", - "terra" - ], - "instruments": [ - "modis" - ] - }, - "description": "The Moderate Resolution Imaging Spectroradiometer (MODIS) Land Surface Temperature/Emissivity 8-Day Version 6.1 product provides an average 8-day per-pixel Land Surface Temperature and Emissivity (LST&E) with a 1 kilometer (km) spatial resolution in a 1,200 by 1,200 km grid. Each pixel value in the MOD11A2 is a simple average of all the corresponding MOD11A1 LST pixels collected within that 8-day period. The 8-day compositing period was chosen because twice that period is the exact ground track repeat period of the Terra and Aqua platforms. Provided along with the daytime and nighttime surface temperature bands are associated quality control assessments, observation times, view zenith angles, and clear-sky coverages along with bands 31 and 32 emissivities from land cover types.", + "stac_extensions": [ + "https://stac-extensions.github.io/raster/v1.0.0/schema.json", + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], "item_assets": { "hdf": { "type": "application/x-hdf", @@ -305,15 +233,8 @@ ] } }, - "stac_version": "1.0.0", "msft:group_id": "modis", "msft:container": "modis-061", - "stac_extensions": [ - "https://stac-extensions.github.io/raster/v1.0.0/schema.json", - "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", - "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", - "https://stac-extensions.github.io/table/v1.2.0/schema.json" - ], "sci:publications": [ { "doi": "10.5067/MODIS/MOD11A2.061", @@ -326,5 +247,90 @@ ], "msft:storage_account": "modiseuwest", "msft:short_description": "MODIS Land Surface Temperature/Emissivity 8-Day", - "msft:region": "westeurope" + "msft:region": "westeurope", + "title": "MODIS Land Surface Temperature/Emissivity 8-Day", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2000-02-18T00:00:00Z", + null + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "NASA", + "MODIS", + "Satellite", + "Global", + "Temperature", + "MOD11A2", + "MYD11A2" + ], + "providers": [ + { + "name": "NASA LP DAAC at the USGS EROS Center", + "roles": [ + "producer", + "licensor", + "processor" + ], + "url": "https://lpdaac.usgs.gov/" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "platform": [ + "aqua", + "terra" + ], + "instruments": [ + "modis" + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-11A2-061.png", + "type": "image/png", + "title": "MODIS Land Surface Temperature/Emissivity 8-Day thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/modis-11A2-061.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "MS" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } } \ No newline at end of file diff --git a/datasets/modis/collection/modis-13A1-061/template.json b/datasets/modis/collection/modis-13A1-061/template.json index 5143e0c7e..b7c9fbb4e 100644 --- a/datasets/modis/collection/modis-13A1-061/template.json +++ b/datasets/modis/collection/modis-13A1-061/template.json @@ -1,6 +1,8 @@ { - "id": "modis-13A1-061", "type": "Collection", + "id": "modis-13A1-061", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", "links": [ { "rel": "help", @@ -31,94 +33,21 @@ "rel": "license", "href": "https://lpdaac.usgs.gov/data/data-citation-and-policies/", "title": "LP DAAC - Data Citation and Policies" - } - ], - "title": "MODIS Vegetation Indices 16-Day (500m)", - "assets": { - "thumbnail": { - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-13A1-061.png", - "type": "image/png", - "roles": [ - "thumbnail" - ], - "title": "MODIS Vegetation Indices 16-Day (500m) thumbnail" - }, - "geoparquet-items": { - "href": "abfs://items/modis-13A1-061.parquet", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "msft:partition_info": { - "is_partitioned": true, - "partition_frequency": "MS" - }, - "table:storage_options": { - "account_name": "pcstacitems" - } - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -90, - 180, - 90 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2000-02-18T00:00:00Z", - null - ] - ] - } - }, - "license": "proprietary", - "keywords": [ - "NASA", - "MODIS", - "Satellite", - "Global", - "Vegetation", - "MOD13A1", - "MYD13A1" - ], - "providers": [ - { - "url": "https://lpdaac.usgs.gov/", - "name": "NASA LP DAAC at the USGS EROS Center", - "roles": [ - "producer", - "licensor", - "processor" - ] }, { - "url": "https://planetarycomputer.microsoft.com", - "name": "Microsoft", - "roles": [ - "host", - "processor" - ] + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/modis-13A1-061", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], - "summaries": { - "platform": [ - "aqua", - "terra" - ], - "instruments": [ - "modis" - ] - }, - "description": "The Moderate Resolution Imaging Spectroradiometer (MODIS) Vegetation Indices 16-Day Version 6.1 product provides Vegetation Index (VI) values at a per pixel basis at 500 meter (m) spatial resolution. There are two primary vegetation layers. The first is the Normalized Difference Vegetation Index (NDVI), which is referred to as the continuity index to the existing National Oceanic and Atmospheric Administration-Advanced Very High Resolution Radiometer (NOAA-AVHRR) derived NDVI. The second vegetation layer is the Enhanced Vegetation Index (EVI), which has improved sensitivity over high biomass regions. The algorithm for this product chooses the best available pixel value from all the acquisitions from the 16 day period. The criteria used is low clouds, low view angle, and the highest NDVI/EVI value. Provided along with the vegetation layers and two quality assurance (QA) layers are reflectance bands 1 (red), 2 (near-infrared), 3 (blue), and 7 (mid-infrared), as well as four observation layers.", + "stac_extensions": [ + "https://stac-extensions.github.io/classification/v1.0.0/schema.json", + "https://stac-extensions.github.io/raster/v1.0.0/schema.json", + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], "item_assets": { "hdf": { "type": "application/x-hdf", @@ -325,16 +254,8 @@ ] } }, - "stac_version": "1.0.0", "msft:group_id": "modis", "msft:container": "modis-061", - "stac_extensions": [ - "https://stac-extensions.github.io/classification/v1.0.0/schema.json", - "https://stac-extensions.github.io/raster/v1.0.0/schema.json", - "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", - "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", - "https://stac-extensions.github.io/table/v1.2.0/schema.json" - ], "sci:publications": [ { "doi": "10.5067/MODIS/MOD13A1.061", @@ -347,5 +268,90 @@ ], "msft:storage_account": "modiseuwest", "msft:short_description": "MODIS Vegetation Indices 16-Day (500m)", - "msft:region": "westeurope" + "msft:region": "westeurope", + "title": "MODIS Vegetation Indices 16-Day (500m)", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2000-02-18T00:00:00Z", + null + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "NASA", + "MODIS", + "Satellite", + "Global", + "Vegetation", + "MOD13A1", + "MYD13A1" + ], + "providers": [ + { + "name": "NASA LP DAAC at the USGS EROS Center", + "roles": [ + "producer", + "licensor", + "processor" + ], + "url": "https://lpdaac.usgs.gov/" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "platform": [ + "aqua", + "terra" + ], + "instruments": [ + "modis" + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-13A1-061.png", + "type": "image/png", + "title": "MODIS Vegetation Indices 16-Day (500m) thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/modis-13A1-061.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "MS" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } } \ No newline at end of file diff --git a/datasets/modis/collection/modis-13Q1-061/template.json b/datasets/modis/collection/modis-13Q1-061/template.json index f3107d709..59d435030 100644 --- a/datasets/modis/collection/modis-13Q1-061/template.json +++ b/datasets/modis/collection/modis-13Q1-061/template.json @@ -1,6 +1,8 @@ { - "id": "modis-13Q1-061", "type": "Collection", + "id": "modis-13Q1-061", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", "links": [ { "rel": "help", @@ -31,94 +33,21 @@ "rel": "license", "href": "https://lpdaac.usgs.gov/data/data-citation-and-policies/", "title": "LP DAAC - Data Citation and Policies" - } - ], - "title": "MODIS Vegetation Indices 16-Day (250m)", - "assets": { - "thumbnail": { - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-13Q1-061.png", - "type": "image/png", - "roles": [ - "thumbnail" - ], - "title": "MODIS Vegetation Indices 16-Day (250m) thumbnail" - }, - "geoparquet-items": { - "href": "abfs://items/modis-13Q1-061.parquet", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "msft:partition_info": { - "is_partitioned": true, - "partition_frequency": "MS" - }, - "table:storage_options": { - "account_name": "pcstacitems" - } - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -90, - 180, - 90 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2000-02-18T00:00:00Z", - null - ] - ] - } - }, - "license": "proprietary", - "keywords": [ - "NASA", - "MODIS", - "Satellite", - "Global", - "Vegetation", - "MOD13Q1", - "MYD13Q1" - ], - "providers": [ - { - "url": "https://lpdaac.usgs.gov/", - "name": "NASA LP DAAC at the USGS EROS Center", - "roles": [ - "producer", - "licensor", - "processor" - ] }, { - "url": "https://planetarycomputer.microsoft.com", - "name": "Microsoft", - "roles": [ - "host", - "processor" - ] + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/modis-13Q1-061", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], - "summaries": { - "platform": [ - "aqua", - "terra" - ], - "instruments": [ - "modis" - ] - }, - "description": "The Moderate Resolution Imaging Spectroradiometer (MODIS) Vegetation Indices Version 6.1 data are generated every 16 days at 250 meter (m) spatial resolution as a Level 3 product. The MOD13Q1 product provides two primary vegetation layers. The first is the Normalized Difference Vegetation Index (NDVI) which is referred to as the continuity index to the existing National Oceanic and Atmospheric Administration-Advanced Very High Resolution Radiometer (NOAA-AVHRR) derived NDVI. The second vegetation layer is the Enhanced Vegetation Index (EVI), which has improved sensitivity over high biomass regions. The algorithm chooses the best available pixel value from all the acquisitions from the 16 day period. The criteria used is low clouds, low view angle, and the highest NDVI/EVI value. Along with the vegetation layers and the two quality layers, the HDF file will have MODIS reflectance bands 1 (red), 2 (near-infrared), 3 (blue), and 7 (mid-infrared), as well as four observation layers.", + "stac_extensions": [ + "https://stac-extensions.github.io/classification/v1.0.0/schema.json", + "https://stac-extensions.github.io/raster/v1.0.0/schema.json", + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], "item_assets": { "hdf": { "type": "application/x-hdf", @@ -325,16 +254,8 @@ ] } }, - "stac_version": "1.0.0", "msft:group_id": "modis", "msft:container": "modis-061", - "stac_extensions": [ - "https://stac-extensions.github.io/classification/v1.0.0/schema.json", - "https://stac-extensions.github.io/raster/v1.0.0/schema.json", - "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", - "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", - "https://stac-extensions.github.io/table/v1.2.0/schema.json" - ], "sci:publications": [ { "doi": "10.5067/MODIS/MOD13Q1.061", @@ -347,5 +268,90 @@ ], "msft:storage_account": "modiseuwest", "msft:short_description": "MODIS Vegetation Indices 16-Day (250m)", - "msft:region": "westeurope" + "msft:region": "westeurope", + "title": "MODIS Vegetation Indices 16-Day (250m)", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2000-02-18T00:00:00Z", + null + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "NASA", + "MODIS", + "Satellite", + "Global", + "Vegetation", + "MOD13Q1", + "MYD13Q1" + ], + "providers": [ + { + "name": "NASA LP DAAC at the USGS EROS Center", + "roles": [ + "producer", + "licensor", + "processor" + ], + "url": "https://lpdaac.usgs.gov/" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "platform": [ + "aqua", + "terra" + ], + "instruments": [ + "modis" + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-13Q1-061.png", + "type": "image/png", + "title": "MODIS Vegetation Indices 16-Day (250m) thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/modis-13Q1-061.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "MS" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } } \ No newline at end of file diff --git a/datasets/modis/collection/modis-14A1-061/template.json b/datasets/modis/collection/modis-14A1-061/template.json index 2155ed91e..2dd220476 100644 --- a/datasets/modis/collection/modis-14A1-061/template.json +++ b/datasets/modis/collection/modis-14A1-061/template.json @@ -1,6 +1,8 @@ { - "id": "modis-14A1-061", "type": "Collection", + "id": "modis-14A1-061", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", "links": [ { "rel": "help", @@ -31,94 +33,21 @@ "rel": "license", "href": "https://lpdaac.usgs.gov/data/data-citation-and-policies/", "title": "LP DAAC - Data Citation and Policies" - } - ], - "title": "MODIS Thermal Anomalies/Fire Daily", - "assets": { - "thumbnail": { - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-14A1-061.png", - "type": "image/png", - "roles": [ - "thumbnail" - ], - "title": "MODIS Thermal Anomalies/Fire Daily thumbnail" - }, - "geoparquet-items": { - "href": "abfs://items/modis-14A1-061.parquet", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "msft:partition_info": { - "is_partitioned": true, - "partition_frequency": "MS" - }, - "table:storage_options": { - "account_name": "pcstacitems" - } - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -90, - 180, - 90 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2000-02-18T00:00:00Z", - null - ] - ] - } - }, - "license": "proprietary", - "keywords": [ - "NASA", - "MODIS", - "Satellite", - "Global", - "Fire", - "MOD14A1", - "MYD14A1" - ], - "providers": [ - { - "url": "https://lpdaac.usgs.gov/", - "name": "NASA LP DAAC at the USGS EROS Center", - "roles": [ - "producer", - "licensor", - "processor" - ] }, { - "url": "https://planetarycomputer.microsoft.com", - "name": "Microsoft", - "roles": [ - "host", - "processor" - ] + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/modis-14A1-061", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], - "summaries": { - "platform": [ - "aqua", - "terra" - ], - "instruments": [ - "modis" - ] - }, - "description": "The Moderate Resolution Imaging Spectroradiometer (MODIS) Thermal Anomalies and Fire Daily Version 6.1 data are generated every eight days at 1 kilometer (km) spatial resolution as a Level 3 product. MOD14A1 contains eight consecutive days of fire data conveniently packaged into a single file. The Science Dataset (SDS) layers include the fire mask, pixel quality indicators, maximum fire radiative power (MaxFRP), and the position of the fire pixel within the scan. Each layer consists of daily per pixel information for each of the eight days of data acquisition.", + "stac_extensions": [ + "https://stac-extensions.github.io/classification/v1.0.0/schema.json", + "https://stac-extensions.github.io/raster/v1.0.0/schema.json", + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], "item_assets": { "QA": { "type": "image/tiff; application=geotiff; profile=cloud-optimized", @@ -357,16 +286,8 @@ "title": "Federal Geographic Data Committee (FGDC) Metadata" } }, - "stac_version": "1.0.0", "msft:group_id": "modis", "msft:container": "modis-061", - "stac_extensions": [ - "https://stac-extensions.github.io/classification/v1.0.0/schema.json", - "https://stac-extensions.github.io/raster/v1.0.0/schema.json", - "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", - "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", - "https://stac-extensions.github.io/table/v1.2.0/schema.json" - ], "sci:publications": [ { "doi": "10.5067/MODIS/MOD14A1.061", @@ -379,5 +300,90 @@ ], "msft:storage_account": "modiseuwest", "msft:short_description": "MODIS Thermal Anomalies/Fire Daily", - "msft:region": "westeurope" + "msft:region": "westeurope", + "title": "MODIS Thermal Anomalies/Fire Daily", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2000-02-18T00:00:00Z", + null + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "NASA", + "MODIS", + "Satellite", + "Global", + "Fire", + "MOD14A1", + "MYD14A1" + ], + "providers": [ + { + "name": "NASA LP DAAC at the USGS EROS Center", + "roles": [ + "producer", + "licensor", + "processor" + ], + "url": "https://lpdaac.usgs.gov/" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "platform": [ + "aqua", + "terra" + ], + "instruments": [ + "modis" + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-14A1-061.png", + "type": "image/png", + "title": "MODIS Thermal Anomalies/Fire Daily thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/modis-14A1-061.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "MS" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } } \ No newline at end of file diff --git a/datasets/modis/collection/modis-14A2-061/template.json b/datasets/modis/collection/modis-14A2-061/template.json index f03d2bd67..efd89f167 100644 --- a/datasets/modis/collection/modis-14A2-061/template.json +++ b/datasets/modis/collection/modis-14A2-061/template.json @@ -1,6 +1,8 @@ { - "id": "modis-14A2-061", "type": "Collection", + "id": "modis-14A2-061", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", "links": [ { "rel": "help", @@ -31,94 +33,21 @@ "rel": "license", "href": "https://lpdaac.usgs.gov/data/data-citation-and-policies/", "title": "LP DAAC - Data Citation and Policies" - } - ], - "title": "MODIS Thermal Anomalies/Fire 8-Day", - "assets": { - "thumbnail": { - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-14A2-061.png", - "type": "image/png", - "roles": [ - "thumbnail" - ], - "title": "MODIS Thermal Anomalies/Fire 8-Day thumbnail" - }, - "geoparquet-items": { - "href": "abfs://items/modis-14A2-061.parquet", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "msft:partition_info": { - "is_partitioned": true, - "partition_frequency": "MS" - }, - "table:storage_options": { - "account_name": "pcstacitems" - } - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -90, - 180, - 90 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2000-02-18T00:00:00Z", - null - ] - ] - } - }, - "license": "proprietary", - "keywords": [ - "NASA", - "MODIS", - "Satellite", - "Global", - "Fire", - "MOD14A2", - "MYD14A2" - ], - "providers": [ - { - "url": "https://lpdaac.usgs.gov/", - "name": "NASA LP DAAC at the USGS EROS Center", - "roles": [ - "producer", - "licensor", - "processor" - ] }, { - "url": "https://planetarycomputer.microsoft.com", - "name": "Microsoft", - "roles": [ - "host", - "processor" - ] + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/modis-14A2-061", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], - "summaries": { - "platform": [ - "aqua", - "terra" - ], - "instruments": [ - "modis" - ] - }, - "description": "The Moderate Resolution Imaging Spectroradiometer (MODIS) Thermal Anomalies and Fire 8-Day Version 6.1 data are generated at 1 kilometer (km) spatial resolution as a Level 3 product. The MOD14A2 gridded composite contains the maximum value of the individual fire pixel classes detected during the eight days of acquisition. The Science Dataset (SDS) layers include the fire mask and pixel quality indicators.", + "stac_extensions": [ + "https://stac-extensions.github.io/classification/v1.0.0/schema.json", + "https://stac-extensions.github.io/raster/v1.0.0/schema.json", + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], "item_assets": { "QA": { "type": "image/tiff; application=geotiff; profile=cloud-optimized", @@ -203,16 +132,8 @@ "title": "Federal Geographic Data Committee (FGDC) Metadata" } }, - "stac_version": "1.0.0", "msft:group_id": "modis", "msft:container": "modis-061", - "stac_extensions": [ - "https://stac-extensions.github.io/classification/v1.0.0/schema.json", - "https://stac-extensions.github.io/raster/v1.0.0/schema.json", - "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", - "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", - "https://stac-extensions.github.io/table/v1.2.0/schema.json" - ], "sci:publications": [ { "doi": "10.5067/MODIS/MOD14A2.061", @@ -225,5 +146,90 @@ ], "msft:storage_account": "modiseuwest", "msft:short_description": "MODIS Thermal Anomalies/Fire 8-Day", - "msft:region": "westeurope" + "msft:region": "westeurope", + "title": "MODIS Thermal Anomalies/Fire 8-Day", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2000-02-18T00:00:00Z", + null + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "NASA", + "MODIS", + "Satellite", + "Global", + "Fire", + "MOD14A2", + "MYD14A2" + ], + "providers": [ + { + "name": "NASA LP DAAC at the USGS EROS Center", + "roles": [ + "producer", + "licensor", + "processor" + ], + "url": "https://lpdaac.usgs.gov/" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "platform": [ + "aqua", + "terra" + ], + "instruments": [ + "modis" + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-14A2-061.png", + "type": "image/png", + "title": "MODIS Thermal Anomalies/Fire 8-Day thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/modis-14A2-061.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "MS" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } } \ No newline at end of file diff --git a/datasets/modis/collection/modis-15A2H-061/template.json b/datasets/modis/collection/modis-15A2H-061/template.json index 7fbc31d39..6c875d3f2 100644 --- a/datasets/modis/collection/modis-15A2H-061/template.json +++ b/datasets/modis/collection/modis-15A2H-061/template.json @@ -1,6 +1,8 @@ { - "id": "modis-15A2H-061", "type": "Collection", + "id": "modis-15A2H-061", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", "links": [ { "rel": "help", @@ -41,95 +43,20 @@ "rel": "license", "href": "https://lpdaac.usgs.gov/data/data-citation-and-policies/", "title": "LP DAAC - Data Citation and Policies" - } - ], - "title": "MODIS Leaf Area Index/FPAR 8-Day", - "assets": { - "thumbnail": { - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-15A2H-061.png", - "type": "image/png", - "roles": [ - "thumbnail" - ], - "title": "MODIS Leaf Area Index/FPAR 8-Day thumbnail" - }, - "geoparquet-items": { - "href": "abfs://items/modis-15A2H-061.parquet", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "msft:partition_info": { - "is_partitioned": true, - "partition_frequency": "MS" - }, - "table:storage_options": { - "account_name": "pcstacitems" - } - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -90, - 180, - 90 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2002-07-04T00:00:00Z", - null - ] - ] - } - }, - "license": "proprietary", - "keywords": [ - "NASA", - "MODIS", - "Satellite", - "Global", - "Vegetation", - "MCD15A2H", - "MOD15A2H", - "MYD15A2H" - ], - "providers": [ - { - "url": "https://lpdaac.usgs.gov/", - "name": "NASA LP DAAC at the USGS EROS Center", - "roles": [ - "producer", - "licensor", - "processor" - ] }, { - "url": "https://planetarycomputer.microsoft.com", - "name": "Microsoft", - "roles": [ - "host", - "processor" - ] + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/modis-15A2H-061", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], - "summaries": { - "platform": [ - "aqua", - "terra" - ], - "instruments": [ - "modis" - ] - }, - "description": "The Version 6.1 Moderate Resolution Imaging Spectroradiometer (MODIS) Level 4, Combined Fraction of Photosynthetically Active Radiation (FPAR), and Leaf Area Index (LAI) product is an 8-day composite dataset with 500 meter pixel size. The algorithm chooses the best pixel available from within the 8-day period. LAI is defined as the one-sided green leaf area per unit ground area in broadleaf canopies and as one-half the total needle surface area per unit ground area in coniferous canopies. FPAR is defined as the fraction of incident photosynthetically active radiation (400-700 nm) absorbed by the green elements of a vegetation canopy.", + "stac_extensions": [ + "https://stac-extensions.github.io/raster/v1.0.0/schema.json", + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], "item_assets": { "hdf": { "type": "application/x-hdf", @@ -234,15 +161,8 @@ ] } }, - "stac_version": "1.0.0", "msft:group_id": "modis", "msft:container": "modis-061", - "stac_extensions": [ - "https://stac-extensions.github.io/raster/v1.0.0/schema.json", - "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", - "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", - "https://stac-extensions.github.io/table/v1.2.0/schema.json" - ], "sci:publications": [ { "doi": "10.5067/MODIS/MCD15A2H.061", @@ -259,5 +179,91 @@ ], "msft:storage_account": "modiseuwest", "msft:short_description": "MODIS Leaf Area Index/FPAR 8-Day", - "msft:region": "westeurope" + "msft:region": "westeurope", + "title": "MODIS Leaf Area Index/FPAR 8-Day", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2002-07-04T00:00:00Z", + null + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "NASA", + "MODIS", + "Satellite", + "Global", + "Vegetation", + "MCD15A2H", + "MOD15A2H", + "MYD15A2H" + ], + "providers": [ + { + "name": "NASA LP DAAC at the USGS EROS Center", + "roles": [ + "producer", + "licensor", + "processor" + ], + "url": "https://lpdaac.usgs.gov/" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "platform": [ + "aqua", + "terra" + ], + "instruments": [ + "modis" + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-15A2H-061.png", + "type": "image/png", + "title": "MODIS Leaf Area Index/FPAR 8-Day thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/modis-15A2H-061.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "MS" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } } \ No newline at end of file diff --git a/datasets/modis/collection/modis-15A3H-061/template.json b/datasets/modis/collection/modis-15A3H-061/template.json index 6cc17a01e..f4f9ea7b0 100644 --- a/datasets/modis/collection/modis-15A3H-061/template.json +++ b/datasets/modis/collection/modis-15A3H-061/template.json @@ -1,6 +1,8 @@ { - "id": "modis-15A3H-061", "type": "Collection", + "id": "modis-15A3H-061", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", "links": [ { "rel": "help", @@ -21,93 +23,20 @@ "rel": "license", "href": "https://lpdaac.usgs.gov/data/data-citation-and-policies/", "title": "LP DAAC - Data Citation and Policies" - } - ], - "title": "MODIS Leaf Area Index/FPAR 4-Day", - "assets": { - "thumbnail": { - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-15A3H-061.png", - "type": "image/png", - "roles": [ - "thumbnail" - ], - "title": "MODIS Leaf Area Index/FPAR 4-Day thumbnail" - }, - "geoparquet-items": { - "href": "abfs://items/modis-15A3H-061.parquet", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "msft:partition_info": { - "is_partitioned": true, - "partition_frequency": "MS" - }, - "table:storage_options": { - "account_name": "pcstacitems" - } - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -90, - 180, - 90 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2002-07-04T00:00:00Z", - null - ] - ] - } - }, - "license": "proprietary", - "keywords": [ - "NASA", - "MODIS", - "Satellite", - "Global", - "Vegetation", - "MCD15A3H" - ], - "providers": [ - { - "url": "https://lpdaac.usgs.gov/", - "name": "NASA LP DAAC at the USGS EROS Center", - "roles": [ - "producer", - "licensor", - "processor" - ] }, { - "url": "https://planetarycomputer.microsoft.com", - "name": "Microsoft", - "roles": [ - "host", - "processor" - ] + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/modis-15A3H-061", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], - "summaries": { - "platform": [ - "aqua", - "terra" - ], - "instruments": [ - "modis" - ] - }, - "description": "The MCD15A3H Version 6.1 Moderate Resolution Imaging Spectroradiometer (MODIS) Level 4, Combined Fraction of Photosynthetically Active Radiation (FPAR), and Leaf Area Index (LAI) product is a 4-day composite data set with 500 meter pixel size. The algorithm chooses the best pixel available from all the acquisitions of both MODIS sensors located on NASA's Terra and Aqua satellites from within the 4-day period. LAI is defined as the one-sided green leaf area per unit ground area in broadleaf canopies and as one-half the total needle surface area per unit ground area in coniferous canopies. FPAR is defined as the fraction of incident photosynthetically active radiation (400-700 nm) absorbed by the green elements of a vegetation canopy.", + "stac_extensions": [ + "https://stac-extensions.github.io/raster/v1.0.0/schema.json", + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], "item_assets": { "hdf": { "type": "application/x-hdf", @@ -210,15 +139,8 @@ ] } }, - "stac_version": "1.0.0", "msft:group_id": "modis", "msft:container": "modis-061", - "stac_extensions": [ - "https://stac-extensions.github.io/raster/v1.0.0/schema.json", - "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", - "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", - "https://stac-extensions.github.io/table/v1.2.0/schema.json" - ], "sci:publications": [ { "doi": "10.5067/MODIS/MCD15A3H.061", @@ -227,5 +149,89 @@ ], "msft:storage_account": "modiseuwest", "msft:short_description": "MODIS Leaf Area Index/FPAR 4-Day", - "msft:region": "westeurope" + "msft:region": "westeurope", + "title": "MODIS Leaf Area Index/FPAR 4-Day", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2002-07-04T00:00:00Z", + null + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "NASA", + "MODIS", + "Satellite", + "Global", + "Vegetation", + "MCD15A3H" + ], + "providers": [ + { + "name": "NASA LP DAAC at the USGS EROS Center", + "roles": [ + "producer", + "licensor", + "processor" + ], + "url": "https://lpdaac.usgs.gov/" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "platform": [ + "aqua", + "terra" + ], + "instruments": [ + "modis" + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-15A3H-061.png", + "type": "image/png", + "title": "MODIS Leaf Area Index/FPAR 4-Day thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/modis-15A3H-061.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "MS" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } } \ No newline at end of file diff --git a/datasets/modis/collection/modis-16A3GF-061/template.json b/datasets/modis/collection/modis-16A3GF-061/template.json index 35e533e65..33b24a867 100644 --- a/datasets/modis/collection/modis-16A3GF-061/template.json +++ b/datasets/modis/collection/modis-16A3GF-061/template.json @@ -1,6 +1,8 @@ { - "id": "modis-16A3GF-061", "type": "Collection", + "id": "modis-16A3GF-061", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", "links": [ { "rel": "help", @@ -31,94 +33,20 @@ "rel": "license", "href": "https://lpdaac.usgs.gov/data/data-citation-and-policies/", "title": "LP DAAC - Data Citation and Policies" - } - ], - "title": "MODIS Net Evapotranspiration Yearly Gap-Filled", - "assets": { - "thumbnail": { - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-16A3GF-061.png", - "type": "image/png", - "roles": [ - "thumbnail" - ], - "title": "MODIS Net Evapotranspiration Yearly Gap-Filled thumbnail" - }, - "geoparquet-items": { - "href": "abfs://items/modis-16A3GF-061.parquet", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "msft:partition_info": { - "is_partitioned": true, - "partition_frequency": "MS" - }, - "table:storage_options": { - "account_name": "pcstacitems" - } - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -90, - 180, - 90 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2001-01-01T00:00:00Z", - null - ] - ] - } - }, - "license": "proprietary", - "keywords": [ - "NASA", - "MODIS", - "Satellite", - "Global", - "Vegetation", - "MOD16A3GF", - "MYD16A3GF" - ], - "providers": [ - { - "url": "https://lpdaac.usgs.gov/", - "name": "NASA LP DAAC at the USGS EROS Center", - "roles": [ - "producer", - "licensor", - "processor" - ] }, { - "url": "https://planetarycomputer.microsoft.com", - "name": "Microsoft", - "roles": [ - "host", - "processor" - ] + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/modis-16A3GF-061", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], - "summaries": { - "platform": [ - "aqua", - "terra" - ], - "instruments": [ - "modis" - ] - }, - "description": "The Moderate Resolution Imaging Spectroradiometer (MODIS) MOD16A3GF Version 6.1 Evapotranspiration/Latent Heat Flux (ET/LE) product is a year-end gap-filled yearly composite dataset produced at 500 meter (m) pixel resolution. The algorithm used for the MOD16 data product collection is based on the logic of the Penman-Monteith equation, which includes inputs of daily meteorological reanalysis data along with MODIS remotely sensed data products such as vegetation property dynamics, albedo, and land cover. The product will be generated at the end of each year when the entire yearly 8-day MOD15A2H/MYD15A2H is available. Hence, the gap-filled product is the improved 16, which has cleaned the poor-quality inputs from yearly Leaf Area Index and Fraction of Photosynthetically Active Radiation (LAI/FPAR) based on the Quality Control (QC) label for every pixel. If any LAI/FPAR pixel did not meet the quality screening criteria, its value is determined through linear interpolation. However, users cannot get this product in near-real time because it will be generated only at the end of a given year. Provided in the product are layers for composited ET, LE, Potential ET (PET), and Potential LE (PLE) along with a quality control layer. Two low resolution browse images, ET and LE, are also available for each granule. The pixel values for the two Evapotranspiration layers (ET and PET) are the sum for all days within the defined year, and the pixel values for the two Latent Heat layers (LE and PLE) are the average of all days within the defined year.", + "stac_extensions": [ + "https://stac-extensions.github.io/raster/v1.0.0/schema.json", + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], "item_assets": { "hdf": { "type": "application/x-hdf", @@ -209,15 +137,8 @@ ] } }, - "stac_version": "1.0.0", "msft:group_id": "modis", "msft:container": "modis-061", - "stac_extensions": [ - "https://stac-extensions.github.io/raster/v1.0.0/schema.json", - "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", - "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", - "https://stac-extensions.github.io/table/v1.2.0/schema.json" - ], "sci:publications": [ { "doi": "10.5067/MODIS/MOD16A3GF.061", @@ -230,5 +151,90 @@ ], "msft:storage_account": "modiseuwest", "msft:short_description": "MODIS Net Evapotranspiration Yearly Gap-Filled", - "msft:region": "westeurope" + "msft:region": "westeurope", + "title": "MODIS Net Evapotranspiration Yearly Gap-Filled", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2001-01-01T00:00:00Z", + null + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "NASA", + "MODIS", + "Satellite", + "Global", + "Vegetation", + "MOD16A3GF", + "MYD16A3GF" + ], + "providers": [ + { + "name": "NASA LP DAAC at the USGS EROS Center", + "roles": [ + "producer", + "licensor", + "processor" + ], + "url": "https://lpdaac.usgs.gov/" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "platform": [ + "aqua", + "terra" + ], + "instruments": [ + "modis" + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-16A3GF-061.png", + "type": "image/png", + "title": "MODIS Net Evapotranspiration Yearly Gap-Filled thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/modis-16A3GF-061.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "MS" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } } \ No newline at end of file diff --git a/datasets/modis/collection/modis-17A2H-061/template.json b/datasets/modis/collection/modis-17A2H-061/template.json index a66e6339c..7729e37af 100644 --- a/datasets/modis/collection/modis-17A2H-061/template.json +++ b/datasets/modis/collection/modis-17A2H-061/template.json @@ -1,6 +1,8 @@ { - "id": "modis-17A2H-061", "type": "Collection", + "id": "modis-17A2H-061", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", "links": [ { "rel": "help", @@ -31,94 +33,20 @@ "rel": "license", "href": "https://lpdaac.usgs.gov/data/data-citation-and-policies/", "title": "LP DAAC - Data Citation and Policies" - } - ], - "title": "MODIS Gross Primary Productivity 8-Day", - "assets": { - "thumbnail": { - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-17A2H-061.png", - "type": "image/png", - "roles": [ - "thumbnail" - ], - "title": "MODIS Gross Primary Productivity 8-Day thumbnail" - }, - "geoparquet-items": { - "href": "abfs://items/modis-17A2H-061.parquet", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "msft:partition_info": { - "is_partitioned": true, - "partition_frequency": "MS" - }, - "table:storage_options": { - "account_name": "pcstacitems" - } - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -90, - 180, - 90 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2000-02-18T00:00:00Z", - null - ] - ] - } - }, - "license": "proprietary", - "keywords": [ - "NASA", - "MODIS", - "Satellite", - "Vegetation", - "Global", - "MOD17A2H", - "MYD17A2H" - ], - "providers": [ - { - "url": "https://lpdaac.usgs.gov/", - "name": "NASA LP DAAC at the USGS EROS Center", - "roles": [ - "producer", - "licensor", - "processor" - ] }, { - "url": "https://planetarycomputer.microsoft.com", - "name": "Microsoft", - "roles": [ - "host", - "processor" - ] + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/modis-17A2H-061", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], - "summaries": { - "platform": [ - "aqua", - "terra" - ], - "instruments": [ - "modis" - ] - }, - "description": "The Version 6.1 Gross Primary Productivity (GPP) product is a cumulative 8-day composite of values with 500 meter (m) pixel size based on the radiation use efficiency concept that can be potentially used as inputs to data models to calculate terrestrial energy, carbon, water cycle processes, and biogeochemistry of vegetation. The Moderate Resolution Imaging Spectroradiometer (MODIS) data product includes information about GPP and Net Photosynthesis (PSN). The PSN band values are the GPP less the Maintenance Respiration (MR). The data product also contains a PSN Quality Control (QC) layer. The quality layer contains quality information for both the GPP and the PSN.", + "stac_extensions": [ + "https://stac-extensions.github.io/raster/v1.0.0/schema.json", + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], "item_assets": { "hdf": { "type": "application/x-hdf", @@ -178,15 +106,8 @@ ] } }, - "stac_version": "1.0.0", "msft:group_id": "modis", "msft:container": "modis-061", - "stac_extensions": [ - "https://stac-extensions.github.io/raster/v1.0.0/schema.json", - "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", - "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", - "https://stac-extensions.github.io/table/v1.2.0/schema.json" - ], "sci:publications": [ { "doi": "10.5067/MODIS/MOD17A2H.061", @@ -199,5 +120,90 @@ ], "msft:storage_account": "modiseuwest", "msft:short_description": "MODIS Gross Primary Productivity 8-Day", - "msft:region": "westeurope" + "msft:region": "westeurope", + "title": "MODIS Gross Primary Productivity 8-Day", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2000-02-18T00:00:00Z", + null + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "NASA", + "MODIS", + "Satellite", + "Vegetation", + "Global", + "MOD17A2H", + "MYD17A2H" + ], + "providers": [ + { + "name": "NASA LP DAAC at the USGS EROS Center", + "roles": [ + "producer", + "licensor", + "processor" + ], + "url": "https://lpdaac.usgs.gov/" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "platform": [ + "aqua", + "terra" + ], + "instruments": [ + "modis" + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-17A2H-061.png", + "type": "image/png", + "title": "MODIS Gross Primary Productivity 8-Day thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/modis-17A2H-061.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "MS" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } } \ No newline at end of file diff --git a/datasets/modis/collection/modis-17A2HGF-061/template.json b/datasets/modis/collection/modis-17A2HGF-061/template.json index 078d3cad8..ee54f6458 100644 --- a/datasets/modis/collection/modis-17A2HGF-061/template.json +++ b/datasets/modis/collection/modis-17A2HGF-061/template.json @@ -1,6 +1,8 @@ { - "id": "modis-17A2HGF-061", "type": "Collection", + "id": "modis-17A2HGF-061", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", "links": [ { "rel": "help", @@ -31,94 +33,20 @@ "rel": "license", "href": "https://lpdaac.usgs.gov/data/data-citation-and-policies/", "title": "LP DAAC - Data Citation and Policies" - } - ], - "title": "MODIS Gross Primary Productivity 8-Day Gap-Filled", - "assets": { - "thumbnail": { - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-17A2HGF-061.png", - "type": "image/png", - "roles": [ - "thumbnail" - ], - "title": "MODIS Gross Primary Productivity 8-Day Gap-Filled thumbnail" - }, - "geoparquet-items": { - "href": "abfs://items/modis-17A2HGF-061.parquet", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "msft:partition_info": { - "is_partitioned": true, - "partition_frequency": "MS" - }, - "table:storage_options": { - "account_name": "pcstacitems" - } - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -90, - 180, - 90 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2000-02-18T00:00:00Z", - null - ] - ] - } - }, - "license": "proprietary", - "keywords": [ - "NASA", - "MODIS", - "Satellite", - "Vegetation", - "Global", - "MOD17A2HGF", - "MYD17A2HGF" - ], - "providers": [ - { - "url": "https://lpdaac.usgs.gov/", - "name": "NASA LP DAAC at the USGS EROS Center", - "roles": [ - "producer", - "licensor", - "processor" - ] }, { - "url": "https://planetarycomputer.microsoft.com", - "name": "Microsoft", - "roles": [ - "host", - "processor" - ] + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/modis-17A2HGF-061", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], - "summaries": { - "platform": [ - "aqua", - "terra" - ], - "instruments": [ - "modis" - ] - }, - "description": "The Version 6.1 Gross Primary Productivity (GPP) product is a cumulative 8-day composite of values with 500 meter (m) pixel size based on the radiation use efficiency concept that can be potentially used as inputs to data models to calculate terrestrial energy, carbon, water cycle processes, and biogeochemistry of vegetation. The Moderate Resolution Imaging Spectroradiometer (MODIS) data product includes information about GPP and Net Photosynthesis (PSN). The PSN band values are the GPP less the Maintenance Respiration (MR). The data product also contains a PSN Quality Control (QC) layer. The quality layer contains quality information for both the GPP and the PSN. This product will be generated at the end of each year when the entire yearly 8-day 15A2H is available. Hence, the gap-filled A2HGF is the improved 17, which has cleaned the poor-quality inputs from 8-day Leaf Area Index and Fraction of Photosynthetically Active Radiation (FPAR/LAI) based on the Quality Control (QC) label for every pixel. If any LAI/FPAR pixel did not meet the quality screening criteria, its value is determined through linear interpolation. However, users cannot get this product in near-real time because it will be generated only at the end of a given year.", + "stac_extensions": [ + "https://stac-extensions.github.io/raster/v1.0.0/schema.json", + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], "item_assets": { "hdf": { "type": "application/x-hdf", @@ -178,15 +106,8 @@ ] } }, - "stac_version": "1.0.0", "msft:group_id": "modis", "msft:container": "modis-061", - "stac_extensions": [ - "https://stac-extensions.github.io/raster/v1.0.0/schema.json", - "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", - "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", - "https://stac-extensions.github.io/table/v1.2.0/schema.json" - ], "sci:publications": [ { "doi": "10.5067/MODIS/MOD17A2HGF.061", @@ -199,5 +120,90 @@ ], "msft:storage_account": "modiseuwest", "msft:short_description": "MODIS Gross Primary Productivity 8-Day Gap-Filled", - "msft:region": "westeurope" + "msft:region": "westeurope", + "title": "MODIS Gross Primary Productivity 8-Day Gap-Filled", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2000-02-18T00:00:00Z", + null + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "NASA", + "MODIS", + "Satellite", + "Vegetation", + "Global", + "MOD17A2HGF", + "MYD17A2HGF" + ], + "providers": [ + { + "name": "NASA LP DAAC at the USGS EROS Center", + "roles": [ + "producer", + "licensor", + "processor" + ], + "url": "https://lpdaac.usgs.gov/" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "platform": [ + "aqua", + "terra" + ], + "instruments": [ + "modis" + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-17A2HGF-061.png", + "type": "image/png", + "title": "MODIS Gross Primary Productivity 8-Day Gap-Filled thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/modis-17A2HGF-061.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "MS" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } } \ No newline at end of file diff --git a/datasets/modis/collection/modis-17A3HGF-061/template.json b/datasets/modis/collection/modis-17A3HGF-061/template.json index 6d1c216da..0de3a1a01 100644 --- a/datasets/modis/collection/modis-17A3HGF-061/template.json +++ b/datasets/modis/collection/modis-17A3HGF-061/template.json @@ -1,204 +1,210 @@ { - "id": "modis-17A3HGF-061", - "type": "Collection", - "links": [ - { - "rel": "help", - "href": "https://lpdaac.usgs.gov/documents/972/MOD17_User_Guide_V61.pdf", - "title": "MOD17 User Guide" - }, - { - "rel": "describedby", - "href": "https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MOD17A3HGF", - "title": "MOD17A3HGF file specification" - }, - { - "rel": "describedby", - "href": "https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MYD17A3HGF", - "title": "MYD17A3HGF file specification" - }, - { - "rel": "cite-as", - "href": "https://doi.org/10.5067/MODIS/MOD17A3HGF.061", - "title": "LP DAAC - MOD17A3HGF" - }, - { - "rel": "cite-as", - "href": "https://doi.org/10.5067/MODIS/MYD17A3HGF.061", - "title": "LP DAAC - MYD17A3HGF" - }, - { - "rel": "license", - "href": "https://lpdaac.usgs.gov/data/data-citation-and-policies/", - "title": "LP DAAC - Data Citation and Policies" - } - ], - "title": "MODIS Net Primary Production Yearly Gap-Filled", - "assets": { - "thumbnail": { - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-17A3HGF-061.png", - "type": "image/png", - "roles": [ - "thumbnail" - ], - "title": "MODIS Net Primary Production Yearly Gap-Filled thumbnail" - }, - "geoparquet-items": { - "href": "abfs://items/modis-17A3HGF-061.parquet", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "msft:partition_info": { - "is_partitioned": true, - "partition_frequency": "MS" - }, - "table:storage_options": { - "account_name": "pcstacitems" - } - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -90, - 180, - 90 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2000-02-18T00:00:00Z", - null - ] - ] - } - }, - "license": "proprietary", - "keywords": [ - "NASA", - "MODIS", - "Satellite", - "Vegetation", - "Global", - "MOD17A3HGF", - "MYD17A3HGF" - ], - "providers": [ - { - "url": "https://lpdaac.usgs.gov/", - "name": "NASA LP DAAC at the USGS EROS Center", - "roles": [ - "producer", - "licensor", - "processor" - ] - }, - { - "url": "https://planetarycomputer.microsoft.com", - "name": "Microsoft", - "roles": [ - "host", - "processor" - ] - } - ], - "summaries": { - "platform": [ - "aqua", - "terra" + "type": "Collection", + "id": "modis-17A3HGF-061", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "help", + "href": "https://lpdaac.usgs.gov/documents/972/MOD17_User_Guide_V61.pdf", + "title": "MOD17 User Guide" + }, + { + "rel": "describedby", + "href": "https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MOD17A3HGF", + "title": "MOD17A3HGF file specification" + }, + { + "rel": "describedby", + "href": "https://ladsweb.modaps.eosdis.nasa.gov/filespec/MODIS/61/MYD17A3HGF", + "title": "MYD17A3HGF file specification" + }, + { + "rel": "cite-as", + "href": "https://doi.org/10.5067/MODIS/MOD17A3HGF.061", + "title": "LP DAAC - MOD17A3HGF" + }, + { + "rel": "cite-as", + "href": "https://doi.org/10.5067/MODIS/MYD17A3HGF.061", + "title": "LP DAAC - MYD17A3HGF" + }, + { + "rel": "license", + "href": "https://lpdaac.usgs.gov/data/data-citation-and-policies/", + "title": "LP DAAC - Data Citation and Policies" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/modis-17A3HGF-061", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/raster/v1.0.0/schema.json", + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], + "item_assets": { + "hdf": { + "type": "application/x-hdf", + "roles": [ + "data" + ], + "title": "Source data containing all bands" + }, + "Gpp_500m": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" ], - "instruments": [ - "modis" + "title": "Gross Primary Productivity", + "raster:bands": [ + { + "unit": "kg C/m^2", + "scale": 0.0001, + "data_type": "uint16", + "spatial_resolution": 500 + } ] - }, - "description": "The Version 6.1 product provides information about annual Net Primary Production (NPP) at 500 meter (m) pixel resolution. Annual Moderate Resolution Imaging Spectroradiometer (MODIS) NPP is derived from the sum of all 8-day Net Photosynthesis (PSN) products (MOD17A2H) from the given year. The PSN value is the difference of the Gross Primary Productivity (GPP) and the Maintenance Respiration (MR). The product will be generated at the end of each year when the entire yearly 8-day 15A2H is available. Hence, the gap-filled product is the improved 17, which has cleaned the poor-quality inputs from 8-day Leaf Area Index and Fraction of Photosynthetically Active Radiation (LAI/FPAR) based on the Quality Control (QC) label for every pixel. If any LAI/FPAR pixel did not meet the quality screening criteria, its value is determined through linear interpolation. However, users cannot get this product in near-real time because it will be generated only at the end of a given year.", - "item_assets": { - "hdf": { - "type": "application/x-hdf", - "roles": [ - "data" - ], - "title": "Source data containing all bands" - }, - "Gpp_500m": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "roles": [ - "data" - ], - "title": "Gross Primary Productivity", - "raster:bands": [ - { - "unit": "kg C/m^2", - "scale": 0.0001, - "data_type": "uint16", - "spatial_resolution": 500 - } - ] - }, - "Npp_500m": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "roles": [ - "data" - ], - "title": "Net Primary Productivity", - "raster:bands": [ - { - "unit": "kg C/m^2", - "scale": 0.0001, - "data_type": "int16", - "spatial_resolution": 500 - } - ] - }, - "metadata": { - "type": "application/xml", - "roles": [ - "metadata" - ], - "title": "Federal Geographic Data Committee (FGDC) Metadata" + }, + "Npp_500m": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Net Primary Productivity", + "raster:bands": [ + { + "unit": "kg C/m^2", + "scale": 0.0001, + "data_type": "int16", + "spatial_resolution": 500 + } + ] + }, + "metadata": { + "type": "application/xml", + "roles": [ + "metadata" + ], + "title": "Federal Geographic Data Committee (FGDC) Metadata" + }, + "Npp_QC_500m": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Quality control", + "raster:bands": [ + { + "unit": "Percent", + "data_type": "uint8", + "spatial_resolution": 500 + } + ] + } + }, + "msft:group_id": "modis", + "msft:container": "modis-061", + "sci:publications": [ + { + "doi": "10.5067/MODIS/MOD17A3HGF.061", + "citation": "Running, S., & Zhao, M. (2021). MODIS/Terra Net Primary Production Gap-Filled Yearly L4 Global 500 m SIN Grid V061 [Data set]. NASA EOSDIS Land Processes DAAC. https://doi.org/10.5067/MODIS/MOD17A3HGF.061" + }, + { + "doi": "10.5067/MODIS/MYD17A3HGF.061", + "citation": "Running, S., & Zhao, M. (2021). MODIS/Aqua Net Primary Production Gap-Filled Yearly L4 Global 500m SIN Grid V061 [Data set]. NASA EOSDIS Land Processes DAAC. https://doi.org/10.5067/MODIS/MYD17A3HGF.061" + } + ], + "msft:storage_account": "modiseuwest", + "msft:short_description": "MODIS Net Primary Production Yearly Gap-Filled", + "msft:region": "westeurope", + "title": "MODIS Net Primary Production Yearly Gap-Filled", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2000-02-18T00:00:00Z", + null + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "NASA", + "MODIS", + "Satellite", + "Vegetation", + "Global", + "MOD17A3HGF", + "MYD17A3HGF" + ], + "providers": [ + { + "name": "NASA LP DAAC at the USGS EROS Center", + "roles": [ + "producer", + "licensor", + "processor" + ], + "url": "https://lpdaac.usgs.gov/" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "platform": [ + "aqua", + "terra" + ], + "instruments": [ + "modis" + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-17A3HGF-061.png", + "type": "image/png", + "title": "MODIS Net Primary Production Yearly Gap-Filled thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/modis-17A3HGF-061.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "MS" }, - "Npp_QC_500m": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "roles": [ - "data" - ], - "title": "Quality control", - "raster:bands": [ - { - "unit": "Percent", - "data_type": "uint8", - "spatial_resolution": 500 - } - ] - } - }, - "stac_version": "1.0.0", - "msft:group_id": "modis", - "msft:container": "modis-061", - "stac_extensions": [ - "https://stac-extensions.github.io/raster/v1.0.0/schema.json", - "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", - "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", - "https://stac-extensions.github.io/table/v1.2.0/schema.json" - ], - "sci:publications": [ - { - "doi": "10.5067/MODIS/MOD17A3HGF.061", - "citation": "Running, S., & Zhao, M. (2021). MODIS/Terra Net Primary Production Gap-Filled Yearly L4 Global 500 m SIN Grid V061 [Data set]. NASA EOSDIS Land Processes DAAC. https://doi.org/10.5067/MODIS/MOD17A3HGF.061" + "table:storage_options": { + "account_name": "pcstacitems" }, - { - "doi": "10.5067/MODIS/MYD17A3HGF.061", - "citation": "Running, S., & Zhao, M. (2021). MODIS/Aqua Net Primary Production Gap-Filled Yearly L4 Global 500m SIN Grid V061 [Data set]. NASA EOSDIS Land Processes DAAC. https://doi.org/10.5067/MODIS/MYD17A3HGF.061" - } - ], - "msft:storage_account": "modiseuwest", - "msft:short_description": "MODIS Net Primary Production Yearly Gap-Filled", - "msft:region": "westeurope" + "roles": [ + "stac-items" + ] + } + } } \ No newline at end of file diff --git a/datasets/modis/collection/modis-21A2-061/template.json b/datasets/modis/collection/modis-21A2-061/template.json index 0dfc3b30f..3db0509c0 100644 --- a/datasets/modis/collection/modis-21A2-061/template.json +++ b/datasets/modis/collection/modis-21A2-061/template.json @@ -1,6 +1,8 @@ { - "id": "modis-21A2-061", "type": "Collection", + "id": "modis-21A2-061", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", "links": [ { "rel": "help", @@ -31,94 +33,20 @@ "rel": "license", "href": "https://lpdaac.usgs.gov/data/data-citation-and-policies/", "title": "LP DAAC - Data Citation and Policies" - } - ], - "title": "MODIS Land Surface Temperature/3-Band Emissivity 8-Day", - "assets": { - "thumbnail": { - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-21A2-061.png", - "type": "image/png", - "roles": [ - "thumbnail" - ], - "title": "MODIS Land Surface Temperature/3-Band Emissivity 8-Day thumbnail" - }, - "geoparquet-items": { - "href": "abfs://items/modis-21A2-061.parquet", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "msft:partition_info": { - "is_partitioned": true, - "partition_frequency": "MS" - }, - "table:storage_options": { - "account_name": "pcstacitems" - } - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -90, - 180, - 90 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2000-02-16T00:00:00Z", - null - ] - ] - } - }, - "license": "proprietary", - "keywords": [ - "NASA", - "MODIS", - "Satellite", - "Global", - "Temperature", - "MOD21A2", - "MYD21A2" - ], - "providers": [ - { - "url": "https://lpdaac.usgs.gov/", - "name": "NASA LP DAAC at the USGS EROS Center", - "roles": [ - "producer", - "licensor", - "processor" - ] }, { - "url": "https://planetarycomputer.microsoft.com", - "name": "Microsoft", - "roles": [ - "host", - "processor" - ] + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/modis-21A2-061", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], - "summaries": { - "platform": [ - "aqua", - "terra" - ], - "instruments": [ - "modis" - ] - }, - "description": "A suite of Moderate Resolution Imaging Spectroradiometer (MODIS) Land Surface Temperature and Emissivity (LST&E) products are available in Collection 6.1. The MOD21 Land Surface Temperatuer (LST) algorithm differs from the algorithm of the MOD11 LST products, in that the MOD21 algorithm is based on the ASTER Temperature/Emissivity Separation (TES) technique, whereas the MOD11 uses the split-window technique. The MOD21 TES algorithm uses a physics-based algorithm to dynamically retrieve both the LST and spectral emissivity simultaneously from the MODIS thermal infrared bands 29, 31, and 32. The TES algorithm is combined with an improved Water Vapor Scaling (WVS) atmospheric correction scheme to stabilize the retrieval during very warm and humid conditions. This dataset is an 8-day composite LST product at 1,000 meter spatial resolution that uses an algorithm based on a simple averaging method. The algorithm calculates the average from all the cloud free 21A1D and 21A1N daily acquisitions from the 8-day period. Unlike the 21A1 data sets where the daytime and nighttime acquisitions are separate products, the 21A2 contains both daytime and nighttime acquisitions as separate Science Dataset (SDS) layers within a single Hierarchical Data Format (HDF) file. The LST, Quality Control (QC), view zenith angle, and viewing time have separate day and night SDS layers, while the values for the MODIS emissivity bands 29, 31, and 32 are the average of both the nighttime and daytime acquisitions. Additional details regarding the method used to create this Level 3 (L3) product are available in the Algorithm Theoretical Basis Document (ATBD).", + "stac_extensions": [ + "https://stac-extensions.github.io/raster/v1.0.0/schema.json", + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], "item_assets": { "hdf": { "type": "application/x-hdf", @@ -291,15 +219,8 @@ ] } }, - "stac_version": "1.0.0", "msft:group_id": "modis", "msft:container": "modis-061", - "stac_extensions": [ - "https://stac-extensions.github.io/raster/v1.0.0/schema.json", - "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", - "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", - "https://stac-extensions.github.io/table/v1.2.0/schema.json" - ], "sci:publications": [ { "doi": "10.5067/MODIS/MOD21A2.061", @@ -312,5 +233,90 @@ ], "msft:storage_account": "modiseuwest", "msft:short_description": "MODIS Land Surface Temperature/3-Band Emissivity 8-Day", - "msft:region": "westeurope" + "msft:region": "westeurope", + "title": "MODIS Land Surface Temperature/3-Band Emissivity 8-Day", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2000-02-16T00:00:00Z", + null + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "NASA", + "MODIS", + "Satellite", + "Global", + "Temperature", + "MOD21A2", + "MYD21A2" + ], + "providers": [ + { + "name": "NASA LP DAAC at the USGS EROS Center", + "roles": [ + "producer", + "licensor", + "processor" + ], + "url": "https://lpdaac.usgs.gov/" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "platform": [ + "aqua", + "terra" + ], + "instruments": [ + "modis" + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-21A2-061.png", + "type": "image/png", + "title": "MODIS Land Surface Temperature/3-Band Emissivity 8-Day thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/modis-21A2-061.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "MS" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } } \ No newline at end of file diff --git a/datasets/modis/collection/modis-43A4-061/template.json b/datasets/modis/collection/modis-43A4-061/template.json index 3ffc8ed37..dbe97e278 100644 --- a/datasets/modis/collection/modis-43A4-061/template.json +++ b/datasets/modis/collection/modis-43A4-061/template.json @@ -1,6 +1,8 @@ { - "id": "modis-43A4-061", "type": "Collection", + "id": "modis-43A4-061", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", "links": [ { "rel": "help", @@ -21,94 +23,22 @@ "rel": "license", "href": "https://lpdaac.usgs.gov/data/data-citation-and-policies/", "title": "LP DAAC - Data Citation and Policies" - } - ], - "title": "MODIS Nadir BRDF-Adjusted Reflectance (NBAR) Daily", - "assets": { - "thumbnail": { - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-43A4-061.png", - "type": "image/png", - "roles": [ - "thumbnail" - ], - "title": "MODIS Nadir BRDF-Adjusted Reflectance (NBAR) Daily thumbnail" - }, - "geoparquet-items": { - "href": "abfs://items/modis-43A4-061.parquet", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "msft:partition_info": { - "is_partitioned": true, - "partition_frequency": "MS" - }, - "table:storage_options": { - "account_name": "pcstacitems" - } - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -90, - 180, - 90 - ] - ] }, - "temporal": { - "interval": [ - [ - "2000-02-16T00:00:00Z", - null - ] - ] - } - }, - "license": "proprietary", - "keywords": [ - "NASA", - "MODIS", - "Satellite", - "Imagery", - "Global", - "Reflectance", - "MCD43A4" - ], - "providers": [ { - "url": "https://lpdaac.usgs.gov/", - "name": "NASA LP DAAC at the USGS EROS Center", - "roles": [ - "producer", - "licensor", - "processor" - ] - }, - { - "url": "https://planetarycomputer.microsoft.com", - "name": "Microsoft", - "roles": [ - "host", - "processor" - ] + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/modis-43A4-061", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], - "summaries": { - "platform": [ - "aqua", - "terra" - ], - "instruments": [ - "modis" - ] - }, - "description": "The Moderate Resolution Imaging Spectroradiometer (MODIS) MCD43A4 Version 6.1 Nadir Bidirectional Reflectance Distribution Function (BRDF)-Adjusted Reflectance (NBAR) dataset is produced daily using 16 days of Terra and Aqua MODIS data at 500 meter (m) resolution. The view angle effects are removed from the directional reflectances, resulting in a stable and consistent NBAR product. Data are temporally weighted to the ninth day which is reflected in the Julian date in the file name. Users are urged to use the band specific quality flags to isolate the highest quality full inversion results for their own science applications as described in the User Guide. The MCD43A4 provides NBAR and simplified mandatory quality layers for MODIS bands 1 through 7. Essential quality information provided in the corresponding MCD43A2 data file should be consulted when using this product.", + "stac_extensions": [ + "https://stac-extensions.github.io/classification/v1.0.0/schema.json", + "https://stac-extensions.github.io/eo/v1.0.0/schema.json", + "https://stac-extensions.github.io/raster/v1.0.0/schema.json", + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], "item_assets": { "hdf": { "type": "application/x-hdf", @@ -482,17 +412,8 @@ ] } }, - "stac_version": "1.0.0", "msft:group_id": "modis", "msft:container": "modis-061", - "stac_extensions": [ - "https://stac-extensions.github.io/classification/v1.0.0/schema.json", - "https://stac-extensions.github.io/eo/v1.0.0/schema.json", - "https://stac-extensions.github.io/raster/v1.0.0/schema.json", - "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", - "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", - "https://stac-extensions.github.io/table/v1.2.0/schema.json" - ], "sci:publications": [ { "doi": "10.5067/MODIS/MCD43A4.061", @@ -501,5 +422,90 @@ ], "msft:storage_account": "modiseuwest", "msft:short_description": "MODIS Nadir BRDF-Adjusted Reflectance (NBAR) Daily", - "msft:region": "westeurope" + "msft:region": "westeurope", + "title": "MODIS Nadir BRDF-Adjusted Reflectance (NBAR) Daily", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2000-02-16T00:00:00Z", + null + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "NASA", + "MODIS", + "Satellite", + "Imagery", + "Global", + "Reflectance", + "MCD43A4" + ], + "providers": [ + { + "name": "NASA LP DAAC at the USGS EROS Center", + "roles": [ + "producer", + "licensor", + "processor" + ], + "url": "https://lpdaac.usgs.gov/" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "platform": [ + "aqua", + "terra" + ], + "instruments": [ + "modis" + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-43A4-061.png", + "type": "image/png", + "title": "MODIS Nadir BRDF-Adjusted Reflectance (NBAR) Daily thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/modis-43A4-061.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "MS" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } } \ No newline at end of file diff --git a/datasets/modis/collection/modis-64A1-061/template.json b/datasets/modis/collection/modis-64A1-061/template.json index cd08c43be..c2ecc95fe 100644 --- a/datasets/modis/collection/modis-64A1-061/template.json +++ b/datasets/modis/collection/modis-64A1-061/template.json @@ -1,6 +1,8 @@ { - "id": "modis-64A1-061", "type": "Collection", + "id": "modis-64A1-061", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", "links": [ { "rel": "help", @@ -21,94 +23,20 @@ "rel": "license", "href": "https://lpdaac.usgs.gov/data/data-citation-and-policies/", "title": "LP DAAC - Data Citation and Policies" - } - ], - "title": "MODIS Burned Area Monthly", - "assets": { - "thumbnail": { - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-64A1-061.png", - "type": "image/png", - "roles": [ - "thumbnail" - ], - "title": "MODIS Burned Area Monthly thumbnail" - }, - "geoparquet-items": { - "href": "abfs://items/modis-64A1-061.parquet", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "msft:partition_info": { - "is_partitioned": true, - "partition_frequency": "MS" - }, - "table:storage_options": { - "account_name": "pcstacitems" - } - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -90, - 180, - 90 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2000-11-01T00:00:00Z", - null - ] - ] - } - }, - "license": "proprietary", - "keywords": [ - "NASA", - "MODIS", - "Satellite", - "Imagery", - "Global", - "Fire", - "MCD64A1" - ], - "providers": [ - { - "url": "https://lpdaac.usgs.gov/", - "name": "NASA LP DAAC at the USGS EROS Center", - "roles": [ - "producer", - "licensor", - "processor" - ] }, { - "url": "https://planetarycomputer.microsoft.com", - "name": "Microsoft", - "roles": [ - "host", - "processor" - ] + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/modis-64A1-061", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], - "summaries": { - "platform": [ - "aqua", - "terra" - ], - "instruments": [ - "modis" - ] - }, - "description": "The Terra and Aqua combined MCD64A1 Version 6.1 Burned Area data product is a monthly, global gridded 500 meter (m) product containing per-pixel burned-area and quality information. The MCD64A1 burned-area mapping approach employs 500 m Moderate Resolution Imaging Spectroradiometer (MODIS) Surface Reflectance imagery coupled with 1 kilometer (km) MODIS active fire observations. The algorithm uses a burn sensitive Vegetation Index (VI) to create dynamic thresholds that are applied to the composite data. The VI is derived from MODIS shortwave infrared atmospherically corrected surface reflectance bands 5 and 7 with a measure of temporal texture. The algorithm identifies the date of burn for the 500 m grid cells within each individual MODIS tile. The date is encoded in a single data layer as the ordinal day of the calendar year on which the burn occurred with values assigned to unburned land pixels and additional special values reserved for missing data and water grid cells. The data layers provided in the MCD64A1 product include Burn Date, Burn Data Uncertainty, Quality Assurance, along with First Day and Last Day of reliable change detection of the year.", + "stac_extensions": [ + "https://stac-extensions.github.io/raster/v1.0.0/schema.json", + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], "item_assets": { "QA": { "type": "image/tiff; application=geotiff; profile=cloud-optimized", @@ -194,15 +122,8 @@ ] } }, - "stac_version": "1.0.0", "msft:group_id": "modis", "msft:container": "modis-061", - "stac_extensions": [ - "https://stac-extensions.github.io/raster/v1.0.0/schema.json", - "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", - "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", - "https://stac-extensions.github.io/table/v1.2.0/schema.json" - ], "sci:publications": [ { "doi": "10.5067/MODIS/MCD64A1.061", @@ -211,5 +132,90 @@ ], "msft:storage_account": "modiseuwest", "msft:short_description": "MODIS Burned Area Monthly", - "msft:region": "westeurope" + "msft:region": "westeurope", + "title": "MODIS Burned Area Monthly", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2000-11-01T00:00:00Z", + null + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "NASA", + "MODIS", + "Satellite", + "Imagery", + "Global", + "Fire", + "MCD64A1" + ], + "providers": [ + { + "name": "NASA LP DAAC at the USGS EROS Center", + "roles": [ + "producer", + "licensor", + "processor" + ], + "url": "https://lpdaac.usgs.gov/" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "platform": [ + "aqua", + "terra" + ], + "instruments": [ + "modis" + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/modis-64A1-061.png", + "type": "image/png", + "title": "MODIS Burned Area Monthly thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/modis-64A1-061.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "MS" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } } \ No newline at end of file diff --git a/datasets/ms-buildings/collection/template.json b/datasets/ms-buildings/collection/template.json index fc091acb2..77b85efa5 100644 --- a/datasets/ms-buildings/collection/template.json +++ b/datasets/ms-buildings/collection/template.json @@ -1,103 +1,117 @@ { - "type": "Collection", - "id": "ms-buildings", - "stac_version": "1.0.0", - "description": "{{ collection.description }}", - "links": [ - { - "rel": "license", - "href": "https://github.com/microsoft/GlobalMLBuildingFootprints/blob/main/LICENSE", - "type": "text/html", - "title": "ODbL-1.0 License" - } - ], - "stac_extensions": [ - "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", - "https://stac-extensions.github.io/table/v1.2.0/schema.json" - ], - "item_assets": { - "data": { - "type": "application/x-parquet", - "title": "Building Footprints", - "roles": [ - "data" - ], - "description": "Parquet dataset with the building footprints for this region.", - "table:storage_options": { - "account_name": "bingmlbuildings" - } - } - }, - "table:columns": [ - { - "name": "geometry", - "type": "byte_array", - "description": "Building footprint polygons" - } - ], - "msft:storage_account": "bingmlbuildings", - "msft:container": "footprints", - "msft:region": "westeurope", - "msft:short_description": "Machine learning detected buildings footprints.", - "title": "Microsoft Building Footprints", - "extent": { - "spatial": { - "bbox": [ - [ - -180.0, - 90.0, - 180.0, - -90.0 - ] - ] + "type": "Collection", + "id": "ms-buildings", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://github.com/microsoft/GlobalMLBuildingFootprints/blob/main/LICENSE", + "type": "text/html", + "title": "ODbL-1.0 License" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/ms-buildings", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], + "item_assets": { + "data": { + "type": "application/x-parquet", + "roles": [ + "data" + ], + "title": "Building Footprints", + "description": "Parquet dataset with the building footprints for this region.", + "table:storage_options": { + "account_name": "bingmlbuildings" + } + } }, - "temporal": { - "interval": [ - [ - "2014-01-01T00:00:00Z", - null + "msft:region": "westeurope", + "table:columns": [ + { + "name": "geometry", + "type": "byte_array", + "description": "Building footprint polygons" + } + ], + "msft:container": "footprints", + "msft:storage_account": "bingmlbuildings", + "msft:short_description": "Machine learning detected buildings footprints.", + "title": "Microsoft Building Footprints", + "extent": { + "spatial": { + "bbox": [ + [ + -180.0, + 90.0, + 180.0, + -90.0 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2014-01-01T00:00:00Z", + null + ] + ] + } + }, + "license": "ODbL-1.0", + "keywords": [ + "Bing Maps", + "Buildings", + "geoparquet", + "Microsoft", + "Footprint", + "Delta" + ], + "providers": [ + { + "name": "Microsoft", + "roles": [ + "producer", + "processor", + "host" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "msbuildings:processing-date": [ + "2023-04-25" ] - ] - } - }, - "license": "ODbL-1.0", - "keywords": [ - "Bing Maps", - "Buildings", - "geoparquet", - "Microsoft", - "Footprint", - "Delta" - ], - "summaries": { - "msbuildings:processing-date": [ - "2023-04-25" - ] - }, - "providers": [ - { - "name": "Microsoft", - "roles": [ - "producer", - "processor", - "host" - ], - "url": "https://planetarycomputer.microsoft.com" - } - ], - "assets": { - "thumbnail": { - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/msbuildings-thumbnail.png", - "type": "image/png", - "title": "Thumbnail" }, - "delta": { - "href": "az://footprints/delta/2023-04-25/ml-buildings.parquet/", - "title": "Delta table", - "description": "Delta table with latest buildings footprints partitioned by Region and quadkey.", - "table:storage_options": { - "account_name": "bingmlbuildings" - } + "assets": { + "delta": { + "href": "az://footprints/delta/2023-04-25/ml-buildings.parquet/", + "title": "Delta table", + "description": "Delta table with latest buildings footprints partitioned by Region and quadkey.", + "table:storage_options": { + "account_name": "bingmlbuildings" + } + }, + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/msbuildings-thumbnail.png", + "type": "image/png", + "title": "Thumbnail" + }, + "global-footprints": { + "href": "https://planetarycomputer.microsoft.com/api/data/v1/vector/collections/ms-buildings/tilesets/global-footprints/tilejson.json", + "type": "application/json", + "title": "Global Bing ML building footprints", + "roles": [ + "tiles" + ] + } } - } } \ No newline at end of file diff --git a/datasets/mtbs/description.md b/datasets/mtbs/description.md new file mode 100644 index 000000000..84fee2955 --- /dev/null +++ b/datasets/mtbs/description.md @@ -0,0 +1 @@ +[Monitoring Trends in Burn Severity](https://www.mtbs.gov/) (MTBS) is an inter-agency program whose goal is to consistently map the burn severity and extent of large fires across the United States from 1984 to the present. This includes all fires 1000 acres or greater in the Western United States and 500 acres or greater in the Eastern United States. The burn severity mosaics in this dataset consist of thematic raster images of MTBS burn severity classes for all currently completed MTBS fires for the continental United States and Alaska. diff --git a/datasets/mtbs/template.json b/datasets/mtbs/template.json new file mode 100644 index 000000000..82c7e2b24 --- /dev/null +++ b/datasets/mtbs/template.json @@ -0,0 +1,173 @@ +{ + "type": "Collection", + "id": "mtbs", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://catalog.data.gov/sl/dataset/mtbs-wildfire-burn-severity-mosaics-40c75", + "title": "CC BY" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/mtbs", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/projection/v1.0.0/schema.json", + "https://stac-extensions.github.io/file/v2.1.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], + "item_assets": { + "metadata": { + "type": "text/html", + "roles": [ + "metadata" + ], + "title": "Metadata" + }, + "burn-severity": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Burn severity", + "file:values": [ + { + "values": [ + 0 + ], + "summary": "No Data" + }, + { + "values": [ + 1 + ], + "summary": "Unburned to low" + }, + { + "values": [ + 2 + ], + "summary": "Low" + }, + { + "values": [ + 3 + ], + "summary": "Moderate" + }, + { + "values": [ + 4 + ], + "summary": "High" + }, + { + "values": [ + 5 + ], + "summary": "Increased Greenness" + } + ] + } + }, + "msft:container": "cpdata", + "msft:storage_account": "cpdataeuwest", + "msft:short_description": "Annual burn severity mosaics for the continental United States and Alaska", + "msft:region": "westeurope", + "title": "MTBS: Monitoring Trends in Burn Severity", + "extent": { + "spatial": { + "bbox": [ + [ + -166.705027, + 56.331164, + -137.664767, + 69.980073 + ], + [ + -127.579429, + 23.680916, + -65.871833, + 50.870718 + ] + ] + }, + "temporal": { + "interval": [ + [ + "1984-12-31T00:00:00Z", + "2018-12-31T00:00:00Z" + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "MTBS", + "USGS", + "USFS", + "USDA", + "Forest", + "Fire" + ], + "providers": [ + { + "name": "MTBS program", + "roles": [ + "producer", + "licensor" + ], + "url": "https://www.mtbs.gov/" + }, + { + "name": "CarbonPlan", + "roles": [ + "processor" + ], + "url": "https://carbonplan.org" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "gsd": [ + 30 + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/mtbs.png", + "type": "image/png", + "title": "MTBS", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/mtbs.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": false + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } +} \ No newline at end of file diff --git a/datasets/naip/collection/template.json b/datasets/naip/collection/template.json index 9ef3aa0dc..21bba9ad3 100644 --- a/datasets/naip/collection/template.json +++ b/datasets/naip/collection/template.json @@ -1,192 +1,198 @@ { - "stac_version": "1.0.0", - "type": "Collection", - "id": "naip", - "title": "NAIP: National Agriculture Imagery Program", - "description": "{{ collection.description }}", - "license": "proprietary", - "links": [ - { - "rel": "license", - "href": "https://www.fsa.usda.gov/help/policies-and-links/", - "title": "Public Domain" - } - ], - "stac_extensions": [ - "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", - "https://stac-extensions.github.io/table/v1.2.0/schema.json" - ], - "keywords": [ - "NAIP", - "Aerial", - "Imagery", - "USDA", - "AFPO", - "Agriculture", - "United States" - ], - "msft:short_description": "NAIP provides US-wide, high-resolution aerial imagery. This dataset includes NAIP images from 2010 to the present.", - "msft:storage_account": "naipeuwest", - "msft:container": "naip", - "msft:region": "westeurope", - "providers": [ - { - "name": "USDA Farm Service Agency", - "roles": [ - "producer", - "licensor" - ], - "url": "https://www.fsa.usda.gov/programs-and-services/aerial-photography/imagery-programs/naip-imagery/" - }, - { - "name": "Esri", - "roles": [ - "processor" - ], - "url": "https://www.esri.com/" - }, - { - "name": "Microsoft", - "roles": [ - "host", - "processor" - ], - "url": "https://planetarycomputer.microsoft.com" - } - ], - "assets": { - "thumbnail": { - "title": "NAIP thumbnail", - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/naip.png", - "type": "image/png", - "roles": [ - "thumbnail" - ] - }, - "geoparquet-items": { - "href": "abfs://items/naip.parquet", - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "table:storage_options": { - "account_name": "pcstacitems" - }, - "msft:partition_info": { - "is_partitioned": true, - "partition_frequency": "AS" - } - } - }, - "summaries": { - "gsd": [ - 0.3, - 0.6, - 1.0 + "type": "Collection", + "id": "naip", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://www.fsa.usda.gov/help/policies-and-links/", + "title": "Public Domain" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/naip", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } ], - "eo:bands": [ - { - "name": "Red", - "common_name": "red", - "description": "visible red" - }, - { - "name": "Green", - "common_name": "green", - "description": "visible green" - }, - { - "name": "Blue", - "common_name": "blue", - "description": "visible blue" - }, - { - "name": "NIR", - "common_name": "nir", - "description": "near-infrared" - } - ] - }, - "extent": { - "spatial": { - "bbox": [ - [ - -124.784, - 24.744, - -66.951, - 49.346 - ], - [ - -156.003, - 19.059, - -154.809, - 20.127 - ], - [ - -67.316, - 17.871, - -65.596, - 18.565 - ], - [ - -64.940, - 17.622, - -64.560, - 17.814 - ] - ] + "stac_extensions": [ + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], + "item_assets": { + "image": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "RGBIR COG tile", + "eo:bands": [ + { + "name": "Red", + "common_name": "red" + }, + { + "name": "Green", + "common_name": "green" + }, + { + "name": "Blue", + "common_name": "blue" + }, + { + "name": "NIR", + "common_name": "nir", + "description": "near-infrared" + } + ] + }, + "metadata": { + "type": "text/plain", + "roles": [ + "metadata" + ], + "title": "FGDC Metdata" + }, + "thumbnail": { + "type": "image/jpeg", + "roles": [ + "thumbnail" + ], + "title": "Thumbnail" + } }, - "temporal": { - "interval": [ - [ - "2010-01-01T00:00:00Z", - "2023-12-31T00:00:00Z" - ] - ] - } - }, - "item_assets": { - "image": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "RGBIR COG tile", - "eo:bands": [ - { - "name": "Red", - "common_name": "red" + "msft:region": "westeurope", + "msft:container": "naip", + "msft:storage_account": "naipeuwest", + "msft:short_description": "NAIP provides US-wide, high-resolution aerial imagery. This dataset includes NAIP images from 2010 to the present.", + "title": "NAIP: National Agriculture Imagery Program", + "extent": { + "spatial": { + "bbox": [ + [ + -124.784, + 24.744, + -66.951, + 49.346 + ], + [ + -156.003, + 19.059, + -154.809, + 20.127 + ], + [ + -67.316, + 17.871, + -65.596, + 18.565 + ], + [ + -64.94, + 17.622, + -64.56, + 17.814 + ] + ] }, + "temporal": { + "interval": [ + [ + "2010-01-01T00:00:00Z", + "2023-12-31T00:00:00Z" + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "NAIP", + "Aerial", + "Imagery", + "USDA", + "AFPO", + "Agriculture", + "United States" + ], + "providers": [ { - "name": "Green", - "common_name": "green" + "name": "USDA Farm Service Agency", + "roles": [ + "producer", + "licensor" + ], + "url": "https://www.fsa.usda.gov/programs-and-services/aerial-photography/imagery-programs/naip-imagery/" }, { - "name": "Blue", - "common_name": "blue" + "name": "Esri", + "roles": [ + "processor" + ], + "url": "https://www.esri.com/" }, { - "name": "NIR", - "common_name": "nir", - "description": "near-infrared" + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" } - ], - "roles": [ - "data" - ] - }, - "metadata": { - "type": "text/plain", - "title": "FGDC Metdata", - "roles": [ - "metadata" - ] + ], + "summaries": { + "gsd": [ + 0.3, + 0.6, + 1.0 + ], + "eo:bands": [ + { + "name": "Red", + "common_name": "red", + "description": "visible red" + }, + { + "name": "Green", + "common_name": "green", + "description": "visible green" + }, + { + "name": "Blue", + "common_name": "blue", + "description": "visible blue" + }, + { + "name": "NIR", + "common_name": "nir", + "description": "near-infrared" + } + ] }, - "thumbnail": { - "type": "image/jpeg", - "title": "Thumbnail", - "roles": [ - "thumbnail" - ] + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/naip.png", + "type": "image/png", + "title": "NAIP thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/naip.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "AS" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } } - } } \ No newline at end of file diff --git a/datasets/nasa-nex-gddp-cmip6/collection/description.md b/datasets/nasa-nex-gddp-cmip6/collection/description.md new file mode 100644 index 000000000..dd9d61e17 --- /dev/null +++ b/datasets/nasa-nex-gddp-cmip6/collection/description.md @@ -0,0 +1,13 @@ +The NEX-GDDP-CMIP6 dataset is comprised of global downscaled climate scenarios derived from the General Circulation Model (GCM) runs conducted under the Coupled Model Intercomparison Project Phase 6 (CMIP6) and across two of the four “Tier 1” greenhouse gas emissions scenarios known as Shared Socioeconomic Pathways (SSPs). The CMIP6 GCM runs were developed in support of the Sixth Assessment Report of the Intergovernmental Panel on Climate Change (IPCC AR6). This dataset includes downscaled projections from ScenarioMIP model runs for which daily scenarios were produced and distributed through the Earth System Grid Federation. The purpose of this dataset is to provide a set of global, high resolution, bias-corrected climate change projections that can be used to evaluate climate change impacts on processes that are sensitive to finer-scale climate gradients and the effects of local topography on climate conditions. + +The [NASA Center for Climate Simulation](https://www.nccs.nasa.gov/) maintains the [next-gddp-cmip6 product page](https://www.nccs.nasa.gov/services/data-collections/land-based-products/nex-gddp-cmip6) where you can find more information about these datasets. Users are encouraged to review the [technote](https://www.nccs.nasa.gov/sites/default/files/NEX-GDDP-CMIP6-Tech_Note.pdf), provided alongside the data set, where more detailed information, references and acknowledgements can be found. + +This collection contains many NetCDF files. There is one NetCDF file per `(model, scenario, variable, year)` tuple. + +- **model** is the name of a modeling group (e.g. "ACCESS-CM-2"). See the `cmip6:model` summary in the STAC collection for a full list of models. +- **scenario** is one of "historical", "ssp245" or "ssp585". +- **variable** is one of "hurs", "huss", "pr", "rlds", "rsds", "sfcWind", "tas", "tasmax", "tasmin". +- **year** depends on the value of *scenario*. For "historical", the values range from 1950 to 2014 (inclusive). For "ssp245" and "ssp585", the years range from 2015 to 2100 (inclusive). + +In addition to the NetCDF files, we provide some *experimental* **reference files** as collection-level dataset assets. These are JSON files implementing the [references specification](https://fsspec.github.io/kerchunk/spec.html). +These files include the positions of data variables within the binary NetCDF files, which can speed up reading the metadata. See the example notebook for more. \ No newline at end of file diff --git a/datasets/nasa-nex-gddp-cmip6/collection/template.json b/datasets/nasa-nex-gddp-cmip6/collection/template.json new file mode 100644 index 000000000..018748d24 --- /dev/null +++ b/datasets/nasa-nex-gddp-cmip6/collection/template.json @@ -0,0 +1,733 @@ +{ + "type": "Collection", + "id": "nasa-nex-gddp-cmip6", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://pcmdi.llnl.gov/CMIP6/TermsOfUse/TermsOfUse6-1.html", + "type": "text/html", + "title": "CMIP6 Terms of Use" + }, + { + "rel": "documentation", + "href": "https://www.nccs.nasa.gov/sites/default/files/NEX-GDDP-CMIP6-Tech_Note.pdf", + "type": "application/pdf" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/nasa-nex-gddp-cmip6", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/datacube/v2.0.0/schema.json", + "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], + "item_assets": { + "pr": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Precipitation", + "description": "Precipitation" + }, + "tas": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Daily Near-Surface Air Temperature", + "description": "Daily Near-Surface Air Temperature" + }, + "hurs": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Near-Surface Relative Humidity", + "description": "Near-Surface Relative Humidity" + }, + "huss": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Near-Surface Specific Humidity", + "description": "Near-Surface Specific Humidity" + }, + "rlds": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Surface Downwelling Longwave Radiation", + "description": "Surface Downwelling Longwave Radiation" + }, + "rsds": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Surface Downwelling Shortwave Radiation", + "description": "Surface Downwelling Shortwave Radiation" + }, + "tasmax": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Daily Maximum Near-Surface Air Temperature", + "description": "Daily Maximum Near-Surface Air Temperature" + }, + "tasmin": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Daily Minimum Near-Surface Air Temperature", + "description": "Daily Minimum Near-Surface Air Temperature" + }, + "sfcWind": { + "type": "application/netcdf", + "roles": [ + "data" + ], + "title": "Daily-Mean Near-Surface Wind Speed", + "description": "Daily-Mean Near-Surface Wind Speed" + } + }, + "sci:citation": "Climate scenarios used were from the NEX-GDDP-CMIP6 dataset, prepared by the Climate Analytics Group and NASA Ames Research Center using the NASA Earth Exchange, and distributed by the NASA Center for Climate Simulation (NCCS).", + "cube:variables": { + "pr": { + "type": "data", + "unit": "kg m-2 s-1", + "attrs": { + "units": "kg m-2 s-1", + "comment": "includes both liquid and solid phases", + "long_name": "Precipitation", + "cell_methods": "area: time: mean", + "cell_measures": "area: areacella", + "standard_name": "precipitation_flux" + }, + "shape": [ + 365, + 600, + 1440 + ], + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "Precipitation" + }, + "tas": { + "type": "data", + "unit": "K", + "attrs": { + "units": "K", + "comment": "near-surface (usually, 2 meter) air temperature; derived from downscaled tasmax & tasmin", + "long_name": "Daily Near-Surface Air Temperature", + "cell_methods": "area: mean time: maximum", + "cell_measures": "area: areacella", + "standard_name": "air_temperature" + }, + "shape": [ + 365, + 600, + 1440 + ], + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "Daily Near-Surface Air Temperature" + }, + "hurs": { + "type": "data", + "unit": "%", + "attrs": { + "units": "%", + "comment": "The relative humidity with respect to liquid water for T> 0 C, and with respect to ice for T<0 C.", + "long_name": "Near-Surface Relative Humidity", + "cell_methods": "area: time: mean", + "cell_measures": "area: areacella", + "standard_name": "relative_humidity" + }, + "shape": [ + 365, + 600, + 1440 + ], + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "Near-Surface Relative Humidity" + }, + "huss": { + "type": "data", + "unit": "1", + "attrs": { + "units": "1", + "comment": "Near-surface (usually, 2 meter) specific humidity.", + "long_name": "Near-Surface Specific Humidity", + "cell_methods": "area: time: mean", + "cell_measures": "area: areacella", + "standard_name": "specific_humidity" + }, + "shape": [ + 365, + 600, + 1440 + ], + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "Near-Surface Specific Humidity" + }, + "rlds": { + "type": "data", + "unit": "W m-2", + "attrs": { + "units": "W m-2", + "comment": "The surface called 'surface' means the lower boundary of the atmosphere. 'longwave' means longwave radiation. Downwelling radiation is radiation from above. It does not mean 'net downward'. When thought of as being incident on a surface, a radiative flux is sometimes called 'irradiance'. In addition, it is identical with the quantity measured by a cosine-collector light-meter and sometimes called 'vector irradiance'. In accordance with common usage in geophysical disciplines, 'flux' implies per unit area, called 'flux density' in physics.", + "long_name": "Surface Downwelling Longwave Radiation", + "cell_methods": "area: time: mean", + "cell_measures": "area: areacella", + "standard_name": "surface_downwelling_longwave_flux_in_air" + }, + "shape": [ + 365, + 600, + 1440 + ], + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "Surface Downwelling Longwave Radiation" + }, + "rsds": { + "type": "data", + "unit": "W m-2", + "attrs": { + "units": "W m-2", + "comment": "Surface solar irradiance for UV calculations.", + "long_name": "Surface Downwelling Shortwave Radiation", + "cell_methods": "area: time: mean", + "cell_measures": "area: areacella", + "standard_name": "surface_downwelling_shortwave_flux_in_air" + }, + "shape": [ + 365, + 600, + 1440 + ], + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "Surface Downwelling Shortwave Radiation" + }, + "tasmax": { + "type": "data", + "unit": "K", + "attrs": { + "units": "K", + "comment": "maximum near-surface (usually, 2 meter) air temperature (add cell_method attribute 'time: max')", + "long_name": "Daily Maximum Near-Surface Air Temperature", + "cell_methods": "area: mean time: maximum", + "cell_measures": "area: areacella", + "standard_name": "air_temperature" + }, + "shape": [ + 365, + 600, + 1440 + ], + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "Daily Maximum Near-Surface Air Temperature" + }, + "tasmin": { + "type": "data", + "unit": "K", + "attrs": { + "units": "K", + "comment": "minimum near-surface (usually, 2 meter) air temperature (add cell_method attribute 'time: min')", + "long_name": "Daily Minimum Near-Surface Air Temperature", + "cell_methods": "area: mean time: minimum", + "cell_measures": "area: areacella", + "standard_name": "air_temperature" + }, + "shape": [ + 365, + 600, + 1440 + ], + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "Daily Minimum Near-Surface Air Temperature" + }, + "sfcWind": { + "type": "data", + "unit": "m s-1", + "attrs": { + "units": "m s-1", + "comment": "near-surface (usually, 10 meters) wind speed.", + "long_name": "Daily-Mean Near-Surface Wind Speed", + "cell_methods": "area: time: mean", + "cell_measures": "area: areacella", + "standard_name": "wind_speed" + }, + "shape": [ + 365, + 600, + 1440 + ], + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "Daily-Mean Near-Surface Wind Speed" + } + }, + "msft:container": "nex-gddp-cmip6", + "cube:dimensions": { + "lat": { + "axis": "y", + "step": 0.25, + "type": "spatial", + "extent": [ + -59.875, + 89.875 + ], + "description": "latitude", + "reference_system": 4326 + }, + "lon": { + "axis": "x", + "step": 0.25, + "type": "spatial", + "extent": [ + 0.125, + 359.875 + ], + "description": "longitude", + "reference_system": 4326 + }, + "time": { + "step": "P1DT0H0M0S", + "type": "temporal", + "extent": [ + "1950-01-01T12:00:00Z", + "2100-12-31T00:00:00Z" + ], + "description": "time" + } + }, + "msft:storage_account": "nasagddp", + "msft:short_description": [ + "Global downscaled climate scenarios derived from the General Circulation Model conducted under CMIP6." + ], + "msft:region": "westeurope", + "title": "Earth Exchange Global Daily Downscaled Projections (NEX-GDDP-CMIP6)", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] + ] + }, + "temporal": { + "interval": [ + [ + "1950-01-01T00:00:00Z", + "2100-12-31T00:00:00Z" + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "CMIP6", + "NASA", + "Climate", + "Humidity", + "Precipitation", + "Temperature" + ], + "providers": [ + { + "name": "NASA NEX", + "roles": [ + "producer" + ], + "url": "https://www.nasa.gov/nex" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com/" + } + ], + "summaries": { + "cmip6:scenario": [ + "historical", + "ssp245", + "ssp585" + ], + "cmip6:variable": [ + "hurs", + "huss", + "pr", + "rlds", + "rsds", + "sfcWind", + "tas", + "tasmax", + "tasmin" + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/nasa-nex-gddp-thumbnail.png", + "type": "image/png", + "title": "thumbnail", + "roles": [ + "thumbnail" + ] + }, + "CESM2.historical": { + "href": "https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/CESM2_historical.json", + "type": "application/json", + "title": "CESM2-historical references", + "cmip6:model": "CESM2", + "cmip6:scenario": "historical", + "xarray:open_dataset_kwargs": { + "engine": "zarr", + "backend_kwargs": { + "chunks": {}, + "consolidated": false + } + }, + "roles": [ + "references" + ] + }, + "geoparquet-items": { + "href": "abfs://items/nasa-nex-gddp-cmip6.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": false + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + }, + "MIROC6.historical": { + "href": "https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/MIROC6_historical.json", + "type": "application/json", + "title": "MIROC6-historical references", + "cmip6:model": "MIROC6", + "cmip6:scenario": "historical", + "xarray:open_dataset_kwargs": { + "engine": "zarr", + "backend_kwargs": { + "chunks": {}, + "consolidated": false + } + }, + "roles": [ + "references" + ] + }, + "TaiESM1.historical": { + "href": "https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/TaiESM1_historical.json", + "type": "application/json", + "title": "TaiESM1-historical references", + "cmip6:model": "TaiESM1", + "cmip6:scenario": "historical", + "xarray:open_dataset_kwargs": { + "engine": "zarr", + "backend_kwargs": { + "chunks": {}, + "consolidated": false + } + }, + "roles": [ + "references" + ] + }, + "CMCC-ESM2.historical": { + "href": "https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/CMCC-ESM2_historical.json", + "type": "application/json", + "title": "CMCC-ESM2-historical references", + "cmip6:model": "CMCC-ESM2", + "cmip6:scenario": "historical", + "xarray:open_dataset_kwargs": { + "engine": "zarr", + "backend_kwargs": { + "chunks": {}, + "consolidated": false + } + }, + "roles": [ + "references" + ] + }, + "KIOST-ESM.historical": { + "href": "https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/KIOST-ESM_historical.json", + "type": "application/json", + "title": "KIOST-ESM-historical references", + "cmip6:model": "KIOST-ESM", + "cmip6:scenario": "historical", + "xarray:open_dataset_kwargs": { + "engine": "zarr", + "backend_kwargs": { + "chunks": {}, + "consolidated": false + } + }, + "roles": [ + "references" + ] + }, + "ACCESS-CM2.historical": { + "href": "https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/ACCESS-CM2_historical.json", + "type": "application/json", + "title": "ACCESS-CM2-historical references", + "cmip6:model": "ACCESS-CM2", + "cmip6:scenario": "historical", + "xarray:open_dataset_kwargs": { + "engine": "zarr", + "backend_kwargs": { + "chunks": {}, + "consolidated": false + } + }, + "roles": [ + "references" + ] + }, + "KACE-1-0-G.historical": { + "href": "https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/KACE-1-0-G_historical.json", + "type": "application/json", + "title": "KACE-1-0-G-historical references", + "cmip6:model": "KACE-1-0-G", + "cmip6:scenario": "historical", + "xarray:open_dataset_kwargs": { + "engine": "zarr", + "backend_kwargs": { + "chunks": {}, + "consolidated": false + } + }, + "roles": [ + "references" + ] + }, + "MIROC-ES2L.historical": { + "href": "https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/MIROC-ES2L_historical.json", + "type": "application/json", + "title": "MIROC-ES2L-historical references", + "cmip6:model": "MIROC-ES2L", + "cmip6:scenario": "historical", + "xarray:open_dataset_kwargs": { + "engine": "zarr", + "backend_kwargs": { + "chunks": {}, + "consolidated": false + } + }, + "roles": [ + "references" + ] + }, + "MRI-ESM2-0.historical": { + "href": "https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/MRI-ESM2-0_historical.json", + "type": "application/json", + "title": "MRI-ESM2-0-historical references", + "cmip6:model": "MRI-ESM2-0", + "cmip6:scenario": "historical", + "xarray:open_dataset_kwargs": { + "engine": "zarr", + "backend_kwargs": { + "chunks": {}, + "consolidated": false + } + }, + "roles": [ + "references" + ] + }, + "NorESM2-LM.historical": { + "href": "https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/NorESM2-LM_historical.json", + "type": "application/json", + "title": "NorESM2-LM-historical references", + "cmip6:model": "NorESM2-LM", + "cmip6:scenario": "historical", + "xarray:open_dataset_kwargs": { + "engine": "zarr", + "backend_kwargs": { + "chunks": {}, + "consolidated": false + } + }, + "roles": [ + "references" + ] + }, + "NorESM2-MM.historical": { + "href": "https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/NorESM2-MM_historical.json", + "type": "application/json", + "title": "NorESM2-MM-historical references", + "cmip6:model": "NorESM2-MM", + "cmip6:scenario": "historical", + "xarray:open_dataset_kwargs": { + "engine": "zarr", + "backend_kwargs": { + "chunks": {}, + "consolidated": false + } + }, + "roles": [ + "references" + ] + }, + "CESM2-WACCM.historical": { + "href": "https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/CESM2-WACCM_historical.json", + "type": "application/json", + "title": "CESM2-WACCM-historical references", + "cmip6:model": "CESM2-WACCM", + "cmip6:scenario": "historical", + "xarray:open_dataset_kwargs": { + "engine": "zarr", + "backend_kwargs": { + "chunks": {}, + "consolidated": false + } + }, + "roles": [ + "references" + ] + }, + "UKESM1-0-LL.historical": { + "href": "https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/UKESM1-0-LL_historical.json", + "type": "application/json", + "title": "UKESM1-0-LL-historical references", + "cmip6:model": "UKESM1-0-LL", + "cmip6:scenario": "historical", + "xarray:open_dataset_kwargs": { + "engine": "zarr", + "backend_kwargs": { + "chunks": {}, + "consolidated": false + } + }, + "roles": [ + "references" + ] + }, + "CMCC-CM2-SR5.historical": { + "href": "https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/CMCC-CM2-SR5_historical.json", + "type": "application/json", + "title": "CMCC-CM2-SR5-historical references", + "cmip6:model": "CMCC-CM2-SR5", + "cmip6:scenario": "historical", + "xarray:open_dataset_kwargs": { + "engine": "zarr", + "backend_kwargs": { + "chunks": {}, + "consolidated": false + } + }, + "roles": [ + "references" + ] + }, + "IPSL-CM6A-LR.historical": { + "href": "https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/IPSL-CM6A-LR_historical.json", + "type": "application/json", + "title": "IPSL-CM6A-LR-historical references", + "cmip6:model": "IPSL-CM6A-LR", + "cmip6:scenario": "historical", + "xarray:open_dataset_kwargs": { + "engine": "zarr", + "backend_kwargs": { + "chunks": {}, + "consolidated": false + } + }, + "roles": [ + "references" + ] + }, + "MPI-ESM1-2-HR.historical": { + "href": "https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/MPI-ESM1-2-HR_historical.json", + "type": "application/json", + "title": "MPI-ESM1-2-HR-historical references", + "cmip6:model": "MPI-ESM1-2-HR", + "cmip6:scenario": "historical", + "xarray:open_dataset_kwargs": { + "engine": "zarr", + "backend_kwargs": { + "chunks": {}, + "consolidated": false + } + }, + "roles": [ + "references" + ] + }, + "MPI-ESM1-2-LR.historical": { + "href": "https://nasagddp.blob.core.windows.net/nex-gddp-cmip6-references/MPI-ESM1-2-LR_historical.json", + "type": "application/json", + "title": "MPI-ESM1-2-LR-historical references", + "cmip6:model": "MPI-ESM1-2-LR", + "cmip6:scenario": "historical", + "xarray:open_dataset_kwargs": { + "engine": "zarr", + "backend_kwargs": { + "chunks": {}, + "consolidated": false + } + }, + "roles": [ + "references" + ] + } + } +} \ No newline at end of file diff --git a/datasets/nasadem/description.md b/datasets/nasadem/description.md new file mode 100644 index 000000000..ba53b23ad --- /dev/null +++ b/datasets/nasadem/description.md @@ -0,0 +1,2 @@ +[NASADEM](https://earthdata.nasa.gov/esds/competitive-programs/measures/nasadem) provides global topographic data at 1 arc-second (~30m) horizontal resolution, derived primarily from data captured via the [Shuttle Radar Topography Mission](https://www2.jpl.nasa.gov/srtm/) (SRTM). + diff --git a/datasets/nasadem/template.json b/datasets/nasadem/template.json new file mode 100644 index 000000000..656a719e0 --- /dev/null +++ b/datasets/nasadem/template.json @@ -0,0 +1,138 @@ +{ + "type": "Collection", + "id": "nasadem", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://lpdaac.usgs.gov/data/data-citation-and-policies/", + "title": "Public Domain" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/nasadem", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/projection/v1.0.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], + "item_assets": { + "elevation": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Elevation" + } + }, + "msft:container": "nasadem-cog", + "msft:storage_account": "nasademeuwest", + "msft:short_description": "Global topographic data at 1 arc-second (~30m) horizontal resolution, derived primarily from data captured via the Shuttle Radar Topography Mission", + "msft:region": "westeurope", + "title": "NASADEM HGT v001", + "extent": { + "spatial": { + "bbox": [ + [ + -179.000139, + -56.000139, + 179.000139, + 61.000139 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2000-02-20T00:00:00Z", + "2000-02-20T00:00:00Z" + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "NASA", + "JPL", + "Elevation", + "DEM", + "USGS", + "NGA", + "SRTM" + ], + "providers": [ + { + "name": "NASA", + "roles": [ + "producer", + "licensor" + ], + "url": "https://earthdata.nasa.gov/esds/competitive-programs/measures/nasadem" + }, + { + "name": "JPL", + "roles": [ + "producer", + "licensor" + ], + "url": "https://trs.jpl.nasa.gov/handle/2014/46123" + }, + { + "name": "USGS", + "roles": [ + "producer", + "licensor" + ], + "url": "https://lpdaac.usgs.gov/products/nasadem_hgtv001/" + }, + { + "name": "OpenTopography", + "roles": [ + "processor" + ], + "url": "https://doi.org/10.5069/G93T9FD9" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "gsd": [ + 30 + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/nasadem.png", + "type": "image/png", + "title": "NASADEM", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/nasadem.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": false + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } +} \ No newline at end of file diff --git a/datasets/noaa-c-cap/description.md b/datasets/noaa-c-cap/description.md new file mode 100644 index 000000000..5c0a7f7e7 --- /dev/null +++ b/datasets/noaa-c-cap/description.md @@ -0,0 +1 @@ +Nationally standardized, raster-based inventories of land cover for the coastal areas of the U.S. Data are derived, through the Coastal Change Analysis Program, from the analysis of multiple dates of remotely sensed imagery. Two file types are available: individual dates that supply a wall-to-wall map, and change files that compare one date to another. The use of standardized data and procedures assures consistency through time and across geographies. C-CAP data forms the coastal expression of the National Land Cover Database (NLCD) and the A-16 land cover theme of the National Spatial Data Infrastructure. The data are updated every 5 years. \ No newline at end of file diff --git a/datasets/noaa-c-cap/template.json b/datasets/noaa-c-cap/template.json new file mode 100644 index 000000000..c0614b374 --- /dev/null +++ b/datasets/noaa-c-cap/template.json @@ -0,0 +1,306 @@ +{ + "type": "Collection", + "id": "noaa-c-cap", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "describedby", + "href": "https://coast.noaa.gov/data/digitalcoast/pdf/ccap-product-page.pdf", + "type": "application/pdf", + "title": "Handout - C-CAP Products" + }, + { + "rel": "describedby", + "href": "https://coast.noaa.gov/data/digitalcoast/pdf/ccap-faq-regional.pdf", + "type": "application/pdf", + "title": "Frequently Asked Questions" + }, + { + "rel": "describedby", + "href": "https://coast.noaa.gov/data/digitalcoast/pdf/ccap-class-scheme-regional.pdf", + "type": "application/pdf", + "title": "C-CAP Classification Scheme and Class Definitions" + }, + { + "rel": "license", + "href": "https://coast.noaa.gov/digitalcoast/data/ccapregional.html", + "type": "text/html", + "title": "C-CAP Regional Land Cover and Change" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/noaa-c-cap", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", + "https://stac-extensions.github.io/raster/v1.0.0/schema.json", + "https://stac-extensions.github.io/classification/v1.0.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], + "item_assets": { + "data": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "raster:bands": [ + { + "data_type": "uint8", + "spatial_resolution": 30 + } + ], + "classification:classes": [ + { + "value": 0, + "description": "Background" + }, + { + "value": 1, + "description": "Unclassified (Cloud, Shadow, etc)" + }, + { + "value": 2, + "color-hint": "FFFFFF", + "description": "High Intensity Developed" + }, + { + "value": 3, + "color-hint": "C1C1C1", + "description": "Medium Intensity Developed" + }, + { + "value": 4, + "color-hint": "979797", + "description": "Low Intensity Developed" + }, + { + "value": 5, + "color-hint": "CCCA42", + "description": "Developed Open Space" + }, + { + "value": 6, + "color-hint": "4E2409", + "description": "Cultivated Crops" + }, + { + "value": 7, + "color-hint": "BCA05B", + "description": "Pasture/Hay" + }, + { + "value": 8, + "color-hint": "EABB8E", + "description": "Grassland/Herbaceous" + }, + { + "value": 9, + "color-hint": "6FEC48", + "description": "Deciduous Forest" + }, + { + "value": 10, + "color-hint": "15380A", + "description": "Evergreen Forest" + }, + { + "value": 11, + "color-hint": "489D48", + "description": "Mixed Forest" + }, + { + "value": 12, + "color-hint": "6D6C1F", + "description": "Scrub/Shrub" + }, + { + "value": 13, + "color-hint": "245A5A", + "description": "Palustrine Forested Wetland" + }, + { + "value": 14, + "color-hint": "E2742D", + "description": "Palustrine Scrub/Shrub Wetland" + }, + { + "value": 15, + "color-hint": "DE3BEA", + "description": "Palustrine Emergent Wetland (Persistent)" + }, + { + "value": 16, + "color-hint": "37083B", + "description": "Estuarine Forested Wetland" + }, + { + "value": 17, + "color-hint": "631569", + "description": "Estuarine Scrub/Shrub Wetland" + }, + { + "value": 18, + "color-hint": "A028A9", + "description": "Estuarine Emergent Wetland" + }, + { + "value": 19, + "color-hint": "6DEEF0", + "description": "Unconsolidated Shore" + }, + { + "value": 20, + "color-hint": "F3F050", + "description": "Bare Land" + }, + { + "value": 21, + "color-hint": "000A72", + "description": "Open Water" + }, + { + "value": 22, + "color-hint": "0021E8", + "description": "Palustrine Aquatic Bed" + }, + { + "value": 23, + "color-hint": "6777D4", + "description": "Estuarine Aquatic Bed" + }, + { + "value": 24, + "color-hint": "F3D147", + "description": "Tundra" + }, + { + "value": 25, + "color-hint": "BBF7EF", + "description": "Perennial Ice/Snow" + } + ] + }, + "metadata": { + "type": "application/xml", + "roles": [ + "metadata" + ] + } + }, + "sci:citation": "National Oceanic and Atmospheric Administration, Office for Coastal Management. Name of Data Set: Coastal Change Analysis Program (C-CAP) Regional Land Cover. Charleston, SC: NOAA Office for Coastal Management. Accessed April 2022 at www.coast.noaa.gov/htdata/raster1/landcover/bulkdownload/30m_lc/.", + "msft:container": "noaa-c-cap", + "msft:storage_account": "ai4edataeuwest", + "msft:short_description": "Periodic coastal landcover classifications back to 1975", + "msft:region": "westeurope", + "title": "C-CAP Regional Land Cover and Change", + "extent": { + "spatial": { + "bbox": [ + [ + -160.315986, + 17.892786, + -64.966857, + 49.471148 + ], + [ + -127.984554, + 22.718719, + -64.966857, + 49.471148 + ], + [ + -160.315986, + 18.879215, + -154.706564, + 22.271167 + ], + [ + -67.290869, + 17.892786, + -65.230246, + 18.538629 + ] + ] + }, + "temporal": { + "interval": [ + [ + "1975-01-01T00:00:00Z", + "2016-12-31T00:00:00Z" + ], + [ + "1975-01-01T00:00:00Z", + "2016-12-31T00:00:00Z" + ], + [ + "1992-01-01T00:00:00Z", + "2005-12-31T00:00:00Z" + ], + [ + "2010-01-01T00:00:00Z", + "2010-12-31T00:00:00Z" + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "Land Cover", + "Land Use", + "NOAA", + "Coastal" + ], + "providers": [ + { + "name": "National Oceanic and Atmospheric Administration, Office for Coastal Management", + "roles": [ + "licensor", + "producer", + "processor" + ], + "url": "https://coast.noaa.gov/digitalcoast/data/ccapregional.html" + }, + { + "name": "Microsoft", + "roles": [ + "host" + ], + "url": "https//planetarycomputer.microsoft.com" + } + ], + "assets": { + "boundary": { + "href": "https://coast.noaa.gov/data/digitalcoast/zip/ccap-mapping-bndry-wgs84.zip", + "type": "application/zip", + "title": "C-CAP Mapping Boundary (shp file)" + }, + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-c-cap.png", + "type": "image/png", + "title": "NOAA C-CAP", + "roles": [ + "data" + ] + }, + "geoparquet-items": { + "href": "abfs://items/noaa-c-cap.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": false + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } +} \ No newline at end of file diff --git a/datasets/noaa-cdr/collections/ocean-heat-content-netcdf/template.json b/datasets/noaa-cdr/collections/ocean-heat-content-netcdf/template.json index f039ff827..6e4c6aabd 100644 --- a/datasets/noaa-cdr/collections/ocean-heat-content-netcdf/template.json +++ b/datasets/noaa-cdr/collections/ocean-heat-content-netcdf/template.json @@ -1,131 +1,137 @@ { - "type": "Collection", - "id": "noaa-cdr-ocean-heat-content-netcdf", - "stac_version": "1.0.0", - "description": "{{ collection.description }}", - "links": [ - { - "rel": "license", - "href": "https://www.ncei.noaa.gov/pub/data/sds/cdr/CDRs/Ocean_Heat_Content/UseAgreement_01B-41.pdf", - "type": "application/pdf", - "title": "NOAA CDR Ocean Heat Content Use Agreement" - }, - { - "rel": "about", - "href": "https://www.ncei.noaa.gov/products/climate-data-records/global-ocean-heat-content", - "type": "text/html", - "title": "Global Ocean Heat Content CDR" - }, - { - "rel": "cite-as", - "href": "https://doi.org/10.7289/v53f4mvp" - } - ], - "stac_extensions": [ - "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", - "https://stac-extensions.github.io/raster/v1.1.0/schema.json", - "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json" - ], - "sci:doi": "10.7289/v53f4mvp", - "sci:citation": "Levitus, Sydney; Antonov, John I.; Boyer, Tim P.; Baranova, Olga K.; García, Hernán E.; Locarnini, Ricardo A.; Mishonov, Alexey V.; Reagan, James R.; [Seidov, Dan; Yarosh, Evgeney; Zweng, Melissa M. (2017). NCEI ocean heat content, temperature anomalies, salinity anomalies, thermosteric sea level anomalies, halosteric sea level anomalies, and total steric sea level anomalies from 1955 to present calculated from in situ oceanographic subsurface profile data (NCEI Accession 0164586). NOAA National Centers for Environmental Information. Dataset. https://doi.org/10.7289/v53f4mvp.", - "item_assets": { - "netcdf": { - "type": "application/netcdf", - "roles": [ - "data" - ] - } - }, - "msft:short_description": "The Ocean Heat Content Climate Data Record (CDR) is a set of ocean heat content anomaly (OHCA) time-series for 1955-present on 3-monthly, yearly, and pentadal (five-yearly) scales.", - "msft:storage_account": "noaacdr", - "msft:container": "ocean-heat-content", - "msft:group_id": "noaa-cdr", - "msft:region": "eastus", - "title": "Global Ocean Heat Content CDR NetCDFs", - "extent": { - "spatial": { - "bbox": [ - [ - -180.0, - -90.0, - 180.0, - 90.0 - ] - ] + "type": "Collection", + "id": "noaa-cdr-ocean-heat-content-netcdf", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://www.ncei.noaa.gov/pub/data/sds/cdr/CDRs/Ocean_Heat_Content/UseAgreement_01B-41.pdf", + "type": "application/pdf", + "title": "NOAA CDR Ocean Heat Content Use Agreement" + }, + { + "rel": "about", + "href": "https://www.ncei.noaa.gov/products/climate-data-records/global-ocean-heat-content", + "type": "text/html", + "title": "Global Ocean Heat Content CDR" + }, + { + "rel": "cite-as", + "href": "https://doi.org/10.7289/v53f4mvp" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/noaa-cdr-ocean-heat-content-netcdf", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", + "https://stac-extensions.github.io/raster/v1.1.0/schema.json", + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json" + ], + "sci:doi": "10.7289/v53f4mvp", + "item_assets": { + "netcdf": { + "type": "application/netcdf", + "roles": [ + "data" + ] + } }, - "temporal": { - "interval": [ - [ - "1972-03-01T00:00:00Z", - "2022-03-31T23:59:59Z" - ] - ] - } - }, - "license": "proprietary", - "keywords": [ - "Global", - "Climate", - "NOAA", - "Temperature", - "Ocean" - ], - "providers": [ - { - "name": "National Centers for Environmental Information", - "description": "NCEI is the Nation's leading authority for environmental data, and manage one of the largest archives of atmospheric, coastal, geophysical, and oceanic research in the world. NCEI contributes to the NESDIS mission by developing new products and services that span the science disciplines and enable better data discovery.", - "roles": [ - "producer", - "processor", - "licensor" - ], - "url": "https://www.ncei.noaa.gov/" + "msft:region": "eastus", + "sci:citation": "Levitus, Sydney; Antonov, John I.; Boyer, Tim P.; Baranova, Olga K.; Garc\u00eda, Hern\u00e1n E.; Locarnini, Ricardo A.; Mishonov, Alexey V.; Reagan, James R.; [Seidov, Dan; Yarosh, Evgeney; Zweng, Melissa M. (2017). NCEI ocean heat content, temperature anomalies, salinity anomalies, thermosteric sea level anomalies, halosteric sea level anomalies, and total steric sea level anomalies from 1955 to present calculated from in situ oceanographic subsurface profile data (NCEI Accession 0164586). NOAA National Centers for Environmental Information. Dataset. https://doi.org/10.7289/v53f4mvp.", + "msft:group_id": "noaa-cdr", + "msft:container": "ocean-heat-content", + "msft:storage_account": "noaacdr", + "msft:short_description": "The Ocean Heat Content Climate Data Record (CDR) is a set of ocean heat content anomaly (OHCA) time-series for 1955-present on 3-monthly, yearly, and pentadal (five-yearly) scales.", + "title": "Global Ocean Heat Content CDR NetCDFs", + "extent": { + "spatial": { + "bbox": [ + [ + -180.0, + -90.0, + 180.0, + 90.0 + ] + ] + }, + "temporal": { + "interval": [ + [ + "1972-03-01T00:00:00Z", + "2022-03-31T23:59:59Z" + ] + ] + } }, - { - "name": "Microsoft", - "roles": [ - "processor", - "host" - ], - "url": "https://planetarycomputer.microsoft.com" - } - ], - "summaries": { - "noaa_cdr:interval": [ - "monthly", - "seasonal", - "yearly", - "pentadal" + "license": "proprietary", + "keywords": [ + "Global", + "Climate", + "NOAA", + "Temperature", + "Ocean" + ], + "providers": [ + { + "name": "National Centers for Environmental Information", + "description": "NCEI is the Nation's leading authority for environmental data, and manage one of the largest archives of atmospheric, coastal, geophysical, and oceanic research in the world. NCEI contributes to the NESDIS mission by developing new products and services that span the science disciplines and enable better data discovery.", + "roles": [ + "producer", + "processor", + "licensor" + ], + "url": "https://www.ncei.noaa.gov/" + }, + { + "name": "Microsoft", + "roles": [ + "processor", + "host" + ], + "url": "https://planetarycomputer.microsoft.com" + } ], - "noaa_cdr:max_depth": [ - 100, - 700, - 2000 - ] - }, - "assets": { - "thumbnail": { - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-cdr-ocean-heat-content-netcdf-thumb.png", - "type": "image/png", - "title": "Global Ocean Heat Content (NetCDF) CDR thumbnail", - "roles": [ - "thumbnail" - ] + "summaries": { + "noaa_cdr:interval": [ + "monthly", + "seasonal", + "yearly", + "pentadal" + ], + "noaa_cdr:max_depth": [ + 100, + 700, + 2000 + ] }, - "geoparquet-items": { - "href": "abfs://items/noaa-cdr-ocean-heat-content-netcdf.parquet", - "type": "application/x-parquet", - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format", - "msft:partition_info": { - "is_partitioned": false - }, - "table:storage_options": { - "account_name": "pcstacitems" - }, - "roles": [ - "stac-items" - ] + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-cdr-ocean-heat-content-netcdf-thumb.png", + "type": "image/png", + "title": "Global Ocean Heat Content (NetCDF) CDR thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/noaa-cdr-ocean-heat-content-netcdf.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format", + "msft:partition_info": { + "is_partitioned": false + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } } - } } \ No newline at end of file diff --git a/datasets/noaa-cdr/collections/ocean-heat-content/template.json b/datasets/noaa-cdr/collections/ocean-heat-content/template.json index 252829bcf..324ac1812 100644 --- a/datasets/noaa-cdr/collections/ocean-heat-content/template.json +++ b/datasets/noaa-cdr/collections/ocean-heat-content/template.json @@ -1,208 +1,214 @@ { - "type": "Collection", - "id": "noaa-cdr-ocean-heat-content", - "stac_version": "1.0.0", - "description": "{{ collection.description }}", - "links": [ - { - "rel": "license", - "href": "https://www.ncei.noaa.gov/pub/data/sds/cdr/CDRs/Ocean_Heat_Content/UseAgreement_01B-41.pdf", - "type": "application/pdf", - "title": "NOAA CDR Ocean Heat Content Use Agreement" - }, - { - "rel": "about", - "href": "https://www.ncei.noaa.gov/products/climate-data-records/global-ocean-heat-content", - "type": "text/html", - "title": "Global Ocean Heat Content CDR" - }, - { - "rel": "cite-as", - "href": "https://doi.org/10.7289/v53f4mvp" - } - ], - "stac_extensions": [ - "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", - "https://stac-extensions.github.io/raster/v1.1.0/schema.json", - "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json" - ], - "sci:doi": "10.7289/v53f4mvp", - "sci:citation": "Levitus, Sydney; Antonov, John I.; Boyer, Tim P.; Baranova, Olga K.; García, Hernán E.; Locarnini, Ricardo A.; Mishonov, Alexey V.; Reagan, James R.; [Seidov, Dan; Yarosh, Evgeney; Zweng, Melissa M. (2017). NCEI ocean heat content, temperature anomalies, salinity anomalies, thermosteric sea level anomalies, halosteric sea level anomalies, and total steric sea level anomalies from 1955 to present calculated from in situ oceanographic subsurface profile data (NCEI Accession 0164586). NOAA National Centers for Environmental Information. Dataset. https://doi.org/10.7289/v53f4mvp.", - "item_assets": { - "heat_content": { - "title": "Ocean Heat Content anomalies from WOA09", - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "roles": [ - "data" - ], - "raster:bands": [ + "type": "Collection", + "id": "noaa-cdr-ocean-heat-content", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ { - "nodata": "nan", - "data_type": "float32", - "unit": "10^18 joules" - } - ] - }, - "mean_halosteric_sea_level": { - "title": "Mean halosteric sea level anomalies from WOA09", - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "roles": [ - "data" - ], - "raster:bands": [ + "rel": "license", + "href": "https://www.ncei.noaa.gov/pub/data/sds/cdr/CDRs/Ocean_Heat_Content/UseAgreement_01B-41.pdf", + "type": "application/pdf", + "title": "NOAA CDR Ocean Heat Content Use Agreement" + }, { - "nodata": "nan", - "data_type": "float32", - "unit": "millimeters" - } - ] - }, - "mean_salinity": { - "title": "Mean salinity anomalies from WOA09", - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "roles": [ - "data" - ], - "raster:bands": [ + "rel": "about", + "href": "https://www.ncei.noaa.gov/products/climate-data-records/global-ocean-heat-content", + "type": "text/html", + "title": "Global Ocean Heat Content CDR" + }, { - "nodata": "nan", - "data_type": "float32" - } - ] - }, - "mean_temperature": { - "title": "Mean temperature anomalies from WOA09", - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "roles": [ - "data" - ], - "raster:bands": [ + "rel": "cite-as", + "href": "https://doi.org/10.7289/v53f4mvp" + }, { - "nodata": "nan", - "data_type": "float32", - "unit": "degrees Celsius" + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/noaa-cdr-ocean-heat-content", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", + "https://stac-extensions.github.io/raster/v1.1.0/schema.json", + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json" + ], + "sci:doi": "10.7289/v53f4mvp", + "item_assets": { + "heat_content": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Ocean Heat Content anomalies from WOA09", + "raster:bands": [ + { + "unit": "10^18 joules", + "nodata": "nan", + "data_type": "float32" + } + ] + }, + "mean_salinity": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Mean salinity anomalies from WOA09", + "raster:bands": [ + { + "nodata": "nan", + "data_type": "float32" + } + ] + }, + "mean_temperature": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Mean temperature anomalies from WOA09", + "raster:bands": [ + { + "unit": "degrees Celsius", + "nodata": "nan", + "data_type": "float32" + } + ] + }, + "mean_halosteric_sea_level": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Mean halosteric sea level anomalies from WOA09", + "raster:bands": [ + { + "unit": "millimeters", + "nodata": "nan", + "data_type": "float32" + } + ] + }, + "mean_thermosteric_sea_level": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Mean thermosteric sea level anomalies from WOA09", + "raster:bands": [ + { + "unit": "millimeters", + "nodata": "nan", + "data_type": "float32" + } + ] + }, + "mean_total_steric_sea_level": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Mean total steric sea level anomalies from WOA09", + "raster:bands": [ + { + "unit": "millimeters", + "nodata": "nan", + "data_type": "float32" + } + ] } - ] }, - "mean_thermosteric_sea_level": { - "title": "Mean thermosteric sea level anomalies from WOA09", - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "roles": [ - "data" - ], - "raster:bands": [ - { - "nodata": "nan", - "data_type": "float32", - "unit": "millimeters" + "msft:region": "eastus", + "sci:citation": "Levitus, Sydney; Antonov, John I.; Boyer, Tim P.; Baranova, Olga K.; Garc\u00eda, Hern\u00e1n E.; Locarnini, Ricardo A.; Mishonov, Alexey V.; Reagan, James R.; [Seidov, Dan; Yarosh, Evgeney; Zweng, Melissa M. (2017). NCEI ocean heat content, temperature anomalies, salinity anomalies, thermosteric sea level anomalies, halosteric sea level anomalies, and total steric sea level anomalies from 1955 to present calculated from in situ oceanographic subsurface profile data (NCEI Accession 0164586). NOAA National Centers for Environmental Information. Dataset. https://doi.org/10.7289/v53f4mvp.", + "msft:group_id": "noaa-cdr", + "msft:container": "ocean-heat-content", + "msft:storage_account": "noaacdr", + "msft:short_description": "The Ocean Heat Content Climate Data Record (CDR) is a set of ocean heat content anomaly (OHCA) time-series for 1955-present on 3-monthly, yearly, and pentadal (five-yearly) scales.", + "title": "Global Ocean Heat Content CDR", + "extent": { + "spatial": { + "bbox": [ + [ + -180.0, + -90.0, + 180.0, + 90.0 + ] + ] + }, + "temporal": { + "interval": [ + [ + "1972-03-01T00:00:00Z", + "2022-03-31T23:59:59Z" + ] + ] } - ] }, - "mean_total_steric_sea_level": { - "title": "Mean total steric sea level anomalies from WOA09", - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "roles": [ - "data" - ], - "raster:bands": [ + "license": "proprietary", + "keywords": [ + "Global", + "Climate", + "NOAA", + "Temperature", + "Ocean" + ], + "providers": [ + { + "name": "National Centers for Environmental Information", + "description": "NCEI is the Nation's leading authority for environmental data, and manage one of the largest archives of atmospheric, coastal, geophysical, and oceanic research in the world. NCEI contributes to the NESDIS mission by developing new products and services that span the science disciplines and enable better data discovery.", + "roles": [ + "producer", + "processor", + "licensor" + ], + "url": "https://www.ncei.noaa.gov/" + }, { - "nodata": "nan", - "data_type": "float32", - "unit": "millimeters" + "name": "Microsoft", + "roles": [ + "processor", + "host" + ], + "url": "https://planetarycomputer.microsoft.com" } - ] - } - }, - "msft:short_description": "The Ocean Heat Content Climate Data Record (CDR) is a set of ocean heat content anomaly (OHCA) time-series for 1955-present on 3-monthly, yearly, and pentadal (five-yearly) scales.", - "msft:storage_account": "noaacdr", - "msft:container": "ocean-heat-content", - "msft:group_id": "noaa-cdr", - "msft:region": "eastus", - "title": "Global Ocean Heat Content CDR", - "extent": { - "spatial": { - "bbox": [ - [ - -180.0, - -90.0, - 180.0, - 90.0 - ] - ] - }, - "temporal": { - "interval": [ - [ - "1972-03-01T00:00:00Z", - "2022-03-31T23:59:59Z" - ] - ] - } - }, - "license": "proprietary", - "keywords": [ - "Global", - "Climate", - "NOAA", - "Temperature", - "Ocean" - ], - "providers": [ - { - "name": "National Centers for Environmental Information", - "description": "NCEI is the Nation's leading authority for environmental data, and manage one of the largest archives of atmospheric, coastal, geophysical, and oceanic research in the world. NCEI contributes to the NESDIS mission by developing new products and services that span the science disciplines and enable better data discovery.", - "roles": [ - "producer", - "processor", - "licensor" - ], - "url": "https://www.ncei.noaa.gov/" - }, - { - "name": "Microsoft", - "roles": [ - "processor", - "host" - ], - "url": "https://planetarycomputer.microsoft.com" - } - ], - "summaries": { - "noaa_cdr:interval": [ - "monthly", - "seasonal", - "yearly", - "pentadal" ], - "noaa_cdr:max_depth": [ - 100, - 700, - 2000 - ] - }, - "assets": { - "thumbnail": { - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-cdr-ocean-heat-content-thumb.png", - "type": "image/png", - "title": "Global Ocean Heat Content CDR thumbnail", - "roles": [ - "thumbnail" - ] + "summaries": { + "noaa_cdr:interval": [ + "monthly", + "seasonal", + "yearly", + "pentadal" + ], + "noaa_cdr:max_depth": [ + 100, + 700, + 2000 + ] }, - "geoparquet-items": { - "href": "abfs://items/noaa-cdr-ocean-heat-content.parquet", - "type": "application/x-parquet", - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format", - "msft:partition_info": { - "is_partitioned": false - }, - "table:storage_options": { - "account_name": "pcstacitems" - }, - "roles": [ - "stac-items" - ] + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-cdr-ocean-heat-content-thumb.png", + "type": "image/png", + "title": "Global Ocean Heat Content CDR thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/noaa-cdr-ocean-heat-content.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format", + "msft:partition_info": { + "is_partitioned": false + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } } - } } \ No newline at end of file diff --git a/datasets/noaa-cdr/collections/sea-surface-temperature-optimum-interpolation/template.json b/datasets/noaa-cdr/collections/sea-surface-temperature-optimum-interpolation/template.json index 0313eae48..3e5554051 100644 --- a/datasets/noaa-cdr/collections/sea-surface-temperature-optimum-interpolation/template.json +++ b/datasets/noaa-cdr/collections/sea-surface-temperature-optimum-interpolation/template.json @@ -1,174 +1,180 @@ { - "type": "Collection", - "id": "noaa-cdr-sea-surface-temperature-optimum-interpolation", - "stac_version": "1.0.0", - "description": "{{ collection.description }}", - "links": [ - { - "rel": "license", - "href": "https://www.ncei.noaa.gov/pub/data/sds/cdr/CDRs/Sea_Surface_Temperature_Optimum_Interpolation/UseAgreement_01B-09.pdf", - "type": "application/pdf", - "title": "NOAA CDR Sea Surface Temperature - Optimum Interpolation Use Agreement" - }, - { - "rel": "about", - "href": "https://www.ncei.noaa.gov/products/climate-data-records/sea-surface-temperature-optimum-interpolation", - "type": "text/html", - "title": "Sea Surface Temperature - Optimum Interpolation CDR" - }, - { - "rel": "cite-as", - "href": "https://doi.org/10.25921/RE9P-PT57" - } - ], - "stac_extensions": [ - "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", - "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", - "https://stac-extensions.github.io/raster/v1.1.0/schema.json" - ], - "item_assets": { - "netcdf": { - "type": "application/x-netcdf", - "roles": [ - "data" - ] - }, - "sst": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "raster:bands": [ + "type": "Collection", + "id": "noaa-cdr-sea-surface-temperature-optimum-interpolation", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ { - "nodata": -999, - "data_type": "int16", - "unit": "Celsius", - "scale": 0.009999999776482582 - } - ], - "roles": [ - "data" - ] - }, - "anom": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "raster:bands": [ + "rel": "license", + "href": "https://www.ncei.noaa.gov/pub/data/sds/cdr/CDRs/Sea_Surface_Temperature_Optimum_Interpolation/UseAgreement_01B-09.pdf", + "type": "application/pdf", + "title": "NOAA CDR Sea Surface Temperature - Optimum Interpolation Use Agreement" + }, + { + "rel": "about", + "href": "https://www.ncei.noaa.gov/products/climate-data-records/sea-surface-temperature-optimum-interpolation", + "type": "text/html", + "title": "Sea Surface Temperature - Optimum Interpolation CDR" + }, { - "nodata": -999, - "data_type": "int16", - "unit": "Celsius", - "scale": 0.009999999776482582 + "rel": "cite-as", + "href": "https://doi.org/10.25921/RE9P-PT57" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/noaa-cdr-sea-surface-temperature-optimum-interpolation", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", + "https://stac-extensions.github.io/raster/v1.1.0/schema.json" + ], + "sci:doi": "10.25921/RE9P-PT57", + "item_assets": { + "err": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "raster:bands": [ + { + "unit": "Celsius", + "scale": 0.009999999776482582, + "nodata": -999, + "data_type": "int16" + } + ] + }, + "ice": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "raster:bands": [ + { + "unit": "%", + "scale": 0.009999999776482582, + "nodata": -999, + "data_type": "int16" + } + ] + }, + "sst": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "raster:bands": [ + { + "unit": "Celsius", + "scale": 0.009999999776482582, + "nodata": -999, + "data_type": "int16" + } + ] + }, + "anom": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "raster:bands": [ + { + "unit": "Celsius", + "scale": 0.009999999776482582, + "nodata": -999, + "data_type": "int16" + } + ] + }, + "netcdf": { + "type": "application/x-netcdf", + "roles": [ + "data" + ] } - ], - "roles": [ - "data" - ] }, - "err": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "raster:bands": [ - { - "nodata": -999, - "data_type": "int16", - "unit": "Celsius", - "scale": 0.009999999776482582 + "msft:region": "eastus", + "sci:citation": "Huang, Boyin; Liu, Chunying; Banzon, Viva F.; Freeman, Eric; Graham, Garrett; Hankins, Bill; Smith, Thomas M.; Zhang, Huai-Min. (2020): NOAA 0.25-degree Daily Optimum Interpolation Sea Surface Temperature (OISST), Version 2.1. NOAA National Centers for Environmental Information. https://doi.org/10.25921/RE9P-PT57.", + "msft:group_id": "noaa-cdr", + "msft:container": "sea-surface-temperature-optimum-interpolation", + "msft:storage_account": "noaacdr", + "msft:short_description": "The NOAA 1/4\u00b0 daily Optimum Interpolation Sea Surface Temperature (or daily OISST) Climate Data Record (CDR) provides complete ocean temperature fields constructed by combining bias-adjusted observations from different platforms (satellites, ships, buoys) on a regular global grid, with gaps filled in by interpolation.", + "title": "Sea Surface Temperature - Optimum Interpolation CDR", + "extent": { + "spatial": { + "bbox": [ + [ + -180.0, + -90.0, + 180.0, + 90.0 + ] + ] + }, + "temporal": { + "interval": [ + [ + "1981-09-01T00:00:00Z", + null + ] + ] } - ], - "roles": [ - "data" - ] }, - "ice": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "raster:bands": [ + "license": "proprietary", + "keywords": [ + "Global", + "Climate", + "NOAA", + "Temperature", + "Ocean" + ], + "providers": [ + { + "name": "National Centers for Environmental Information", + "description": "NCEI is the Nation's leading authority for environmental data, and manage one of the largest archives of atmospheric, coastal, geophysical, and oceanic research in the world. NCEI contributes to the NESDIS mission by developing new products and services that span the science disciplines and enable better data discovery.", + "roles": [ + "producer", + "processor", + "licensor" + ], + "url": "https://www.ncei.noaa.gov/" + }, { - "nodata": -999, - "data_type": "int16", - "unit": "%", - "scale": 0.009999999776482582 + "name": "Microsoft", + "roles": [ + "processor", + "host" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-cdr-sea-surface-temperature-optimum-interpolation-thumb.png", + "type": "image/png", + "title": "Sea Surface Temperature - Optimum Interpolation CDR thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/noaa-cdr-sea-surface-temperature-optimum-interpolation.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format", + "msft:partition_info": { + "is_partitioned": false + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] } - ], - "roles": [ - "data" - ] - } - }, - "sci:doi": "10.25921/RE9P-PT57", - "sci:citation": "Huang, Boyin; Liu, Chunying; Banzon, Viva F.; Freeman, Eric; Graham, Garrett; Hankins, Bill; Smith, Thomas M.; Zhang, Huai-Min. (2020): NOAA 0.25-degree Daily Optimum Interpolation Sea Surface Temperature (OISST), Version 2.1. NOAA National Centers for Environmental Information. https://doi.org/10.25921/RE9P-PT57.", - "msft:short_description": "The NOAA 1/4° daily Optimum Interpolation Sea Surface Temperature (or daily OISST) Climate Data Record (CDR) provides complete ocean temperature fields constructed by combining bias-adjusted observations from different platforms (satellites, ships, buoys) on a regular global grid, with gaps filled in by interpolation.", - "msft:storage_account": "noaacdr", - "msft:container": "sea-surface-temperature-optimum-interpolation", - "msft:group_id": "noaa-cdr", - "msft:region": "eastus", - "title": "Sea Surface Temperature - Optimum Interpolation CDR", - "extent": { - "spatial": { - "bbox": [ - [ - -180.0, - -90.0, - 180.0, - 90.0 - ] - ] - }, - "temporal": { - "interval": [ - [ - "1981-09-01T00:00:00Z", - null - ] - ] - } - }, - "license": "proprietary", - "keywords": [ - "Global", - "Climate", - "NOAA", - "Temperature", - "Ocean" - ], - "providers": [ - { - "name": "National Centers for Environmental Information", - "description": "NCEI is the Nation's leading authority for environmental data, and manage one of the largest archives of atmospheric, coastal, geophysical, and oceanic research in the world. NCEI contributes to the NESDIS mission by developing new products and services that span the science disciplines and enable better data discovery.", - "roles": [ - "producer", - "processor", - "licensor" - ], - "url": "https://www.ncei.noaa.gov/" - }, - { - "name": "Microsoft", - "roles": [ - "processor", - "host" - ], - "url": "https://planetarycomputer.microsoft.com" - } - ], - "assets": { - "thumbnail": { - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-cdr-sea-surface-temperature-optimum-interpolation-thumb.png", - "type": "image/png", - "title": "Sea Surface Temperature - Optimum Interpolation CDR thumbnail", - "roles": [ - "thumbnail" - ] - }, - "geoparquet-items": { - "href": "abfs://items/noaa-cdr-sea-surface-temperature-optimum-interpolation.parquet", - "type": "application/x-parquet", - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format", - "msft:partition_info": { - "is_partitioned": false - }, - "table:storage_options": { - "account_name": "pcstacitems" - }, - "roles": [ - "stac-items" - ] } - } } \ No newline at end of file diff --git a/datasets/noaa-cdr/collections/sea-surface-temperature-whoi-netcdf/template.json b/datasets/noaa-cdr/collections/sea-surface-temperature-whoi-netcdf/template.json index 5c4c79858..1a4f7810d 100644 --- a/datasets/noaa-cdr/collections/sea-surface-temperature-whoi-netcdf/template.json +++ b/datasets/noaa-cdr/collections/sea-surface-temperature-whoi-netcdf/template.json @@ -1,118 +1,124 @@ { - "type": "Collection", - "id": "noaa-cdr-sea-surface-temperature-whoi-netcdf", - "stac_version": "1.0.0", - "description": "{{ collection.description }}", - "links": [ - { - "rel": "license", - "href": "https://www.ncei.noaa.gov/pub/data/sds/cdr/CDRs/Sea%20Surface%20Temperature%20-%20WHOI/UseAgreement_01B-27a.pdf", - "type": "application/pdf", - "title": "NOAA CDR Sea Surface Temperature - WHOI Use Agreement" + "type": "Collection", + "id": "noaa-cdr-sea-surface-temperature-whoi-netcdf", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://www.ncei.noaa.gov/pub/data/sds/cdr/CDRs/Sea%20Surface%20Temperature%20-%20WHOI/UseAgreement_01B-27a.pdf", + "type": "application/pdf", + "title": "NOAA CDR Sea Surface Temperature - WHOI Use Agreement" + }, + { + "rel": "about", + "href": "https://www.ncei.noaa.gov/products/climate-data-records/sea-surface-temperature-whoi", + "type": "text/html", + "title": "Sea Surface Temperature - WHOI CDR" + }, + { + "rel": "cite-as", + "href": "https://doi.org/10.7289/V5FB510W" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/noaa-cdr-sea-surface-temperature-whoi-netcdf", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", + "https://stac-extensions.github.io/raster/v1.1.0/schema.json" + ], + "sci:doi": "10.7289/V5FB510W", + "item_assets": { + "netcdf": { + "type": "application/netcdf", + "roles": [ + "data" + ] + } }, - { - "rel": "about", - "href": "https://www.ncei.noaa.gov/products/climate-data-records/sea-surface-temperature-whoi", - "type": "text/html", - "title": "Sea Surface Temperature - WHOI CDR" + "msft:region": "eastus", + "sci:citation": "Clayson, Carol Anne; Brown, Jeremiah; and NOAA CDR Program (2016). NOAA Climate Data Record (CDR) of Sea Surface Temperature - WHOI, Version 2. NOAA National Climatic Data Center. doi:10.7289/V5FB510W", + "msft:group_id": "noaa-cdr", + "msft:container": "sea-surface-temperature-whoi", + "msft:storage_account": "noaacdr", + "msft:short_description": "The Sea Surface Temperature-Woods Hole Oceanographic Institution (WHOI) Climate Data Record (CDR) is one of three CDRs which combine to form the NOAA Ocean Surface Bundle (OSB) CDR. The resultant sea surface temperature (SST) data are produced through modeling the diurnal variability in combination with AVHRR SST observations.", + "title": "Sea Surface Temperature - WHOI CDR NetCDFs", + "extent": { + "spatial": { + "bbox": [ + [ + -180.0, + -90, + 180, + 90 + ] + ] + }, + "temporal": { + "interval": [ + [ + "1988-01-01T00:00:00Z", + null + ] + ] + } }, - { - "rel": "cite-as", - "href": "https://doi.org/10.7289/V5FB510W" + "license": "proprietary", + "keywords": [ + "Global", + "Climate", + "NOAA", + "Ocean", + "Temperature" + ], + "providers": [ + { + "name": "National Centers for Environmental Information", + "description": "NCEI is the Nation's leading authority for environmental data, and manage one of the largest archives of atmospheric, coastal, geophysical, and oceanic research in the world. NCEI contributes to the NESDIS mission by developing new products and services that span the science disciplines and enable better data discovery.", + "roles": [ + "producer", + "processor", + "licensor" + ], + "url": "https://www.ncei.noaa.gov/" + }, + { + "name": "Microsoft", + "roles": [ + "processor", + "host" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-cdr-sea-surface-temperature-whoi-netcdf-thumb.png", + "type": "image/png", + "title": "Sea Surface Temperature - WHOI (NetCDF) CDR thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/noaa-cdr-sea-surface-temperature-whoi-netcdf.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format", + "msft:partition_info": { + "is_partitioned": false + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } } - ], - "stac_extensions": [ - "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", - "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", - "https://stac-extensions.github.io/raster/v1.1.0/schema.json" - ], - "item_assets": { - "netcdf": { - "type": "application/netcdf", - "roles": [ - "data" - ] - } - }, - "sci:doi": "10.7289/V5FB510W", - "sci:citation": "Clayson, Carol Anne; Brown, Jeremiah; and NOAA CDR Program (2016). NOAA Climate Data Record (CDR) of Sea Surface Temperature - WHOI, Version 2. NOAA National Climatic Data Center. doi:10.7289/V5FB510W", - "msft:short_description": "The Sea Surface Temperature-Woods Hole Oceanographic Institution (WHOI) Climate Data Record (CDR) is one of three CDRs which combine to form the NOAA Ocean Surface Bundle (OSB) CDR. The resultant sea surface temperature (SST) data are produced through modeling the diurnal variability in combination with AVHRR SST observations.", - "msft:storage_account": "noaacdr", - "msft:container": "sea-surface-temperature-whoi", - "msft:group_id": "noaa-cdr", - "msft:region": "eastus", - "title": "Sea Surface Temperature - WHOI CDR NetCDFs", - "extent": { - "spatial": { - "bbox": [ - [ - -180.0, - -90, - 180, - 90 - ] - ] - }, - "temporal": { - "interval": [ - [ - "1988-01-01T00:00:00Z", - null - ] - ] - } - }, - "license": "proprietary", - "keywords": [ - "Global", - "Climate", - "NOAA", - "Ocean", - "Temperature" - ], - "providers": [ - { - "name": "National Centers for Environmental Information", - "description": "NCEI is the Nation's leading authority for environmental data, and manage one of the largest archives of atmospheric, coastal, geophysical, and oceanic research in the world. NCEI contributes to the NESDIS mission by developing new products and services that span the science disciplines and enable better data discovery.", - "roles": [ - "producer", - "processor", - "licensor" - ], - "url": "https://www.ncei.noaa.gov/" - }, - { - "name": "Microsoft", - "roles": [ - "processor", - "host" - ], - "url": "https://planetarycomputer.microsoft.com" - } - ], - "assets": { - "thumbnail": { - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-cdr-sea-surface-temperature-whoi-netcdf-thumb.png", - "type": "image/png", - "title": "Sea Surface Temperature - WHOI (NetCDF) CDR thumbnail", - "roles": [ - "thumbnail" - ] - }, - "geoparquet-items": { - "href": "abfs://items/noaa-cdr-sea-surface-temperature-whoi-netcdf.parquet", - "type": "application/x-parquet", - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format", - "msft:partition_info": { - "is_partitioned": false - }, - "table:storage_options": { - "account_name": "pcstacitems" - }, - "roles": [ - "stac-items" - ] - } - } } \ No newline at end of file diff --git a/datasets/noaa-cdr/collections/sea-surface-temperature-whoi/template.json b/datasets/noaa-cdr/collections/sea-surface-temperature-whoi/template.json index 99b24bc35..0f3bab444 100644 --- a/datasets/noaa-cdr/collections/sea-surface-temperature-whoi/template.json +++ b/datasets/noaa-cdr/collections/sea-surface-temperature-whoi/template.json @@ -1,137 +1,143 @@ { - "type": "Collection", - "id": "noaa-cdr-sea-surface-temperature-whoi", - "stac_version": "1.0.0", - "description": "{{ collection.description }}", - "links": [ - { - "rel": "license", - "href": "https://www.ncei.noaa.gov/pub/data/sds/cdr/CDRs/Sea%20Surface%20Temperature%20-%20WHOI/UseAgreement_01B-27a.pdf", - "type": "application/pdf", - "title": "NOAA CDR Sea Surface Temperature - WHOI Use Agreement" - }, - { - "rel": "about", - "href": "https://www.ncei.noaa.gov/products/climate-data-records/sea-surface-temperature-whoi", - "type": "text/html", - "title": "Sea Surface Temperature - WHOI CDR" - }, - { - "rel": "cite-as", - "href": "https://doi.org/10.7289/V5FB510W" - } - ], - "stac_extensions": [ - "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", - "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", - "https://stac-extensions.github.io/raster/v1.1.0/schema.json" - ], - "item_assets": { - "sea_surface_temperature": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "raster:bands": [ + "type": "Collection", + "id": "noaa-cdr-sea-surface-temperature-whoi", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ { - "nodata": "nan", - "data_type": "float32", - "unit": "degree Celsius" - } - ], - "roles": [ - "data" - ] - }, - "fill_missing_qc": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "raster:bands": [ + "rel": "license", + "href": "https://www.ncei.noaa.gov/pub/data/sds/cdr/CDRs/Sea%20Surface%20Temperature%20-%20WHOI/UseAgreement_01B-27a.pdf", + "type": "application/pdf", + "title": "NOAA CDR Sea Surface Temperature - WHOI Use Agreement" + }, { - "nodata": "nan", - "data_type": "float32" + "rel": "about", + "href": "https://www.ncei.noaa.gov/products/climate-data-records/sea-surface-temperature-whoi", + "type": "text/html", + "title": "Sea Surface Temperature - WHOI CDR" + }, + { + "rel": "cite-as", + "href": "https://doi.org/10.7289/V5FB510W" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/noaa-cdr-sea-surface-temperature-whoi", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/scientific/v1.0.0/schema.json", + "https://stac-extensions.github.io/raster/v1.1.0/schema.json" + ], + "sci:doi": "10.7289/V5FB510W", + "item_assets": { + "fill_missing_qc": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "raster:bands": [ + { + "nodata": "nan", + "data_type": "float32" + } + ] + }, + "sea_surface_temperature": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "raster:bands": [ + { + "unit": "degree Celsius", + "nodata": "nan", + "data_type": "float32" + } + ] } - ], - "roles": [ - "data" - ] - } - }, - "sci:doi": "10.7289/V5FB510W", - "sci:citation": "Clayson, Carol Anne; Brown, Jeremiah; and NOAA CDR Program (2016). NOAA Climate Data Record (CDR) of Sea Surface Temperature - WHOI, Version 2. NOAA National Climatic Data Center. doi:10.7289/V5FB510W", - "msft:short_description": "The Sea Surface Temperature-Woods Hole Oceanographic Institution (WHOI) Climate Data Record (CDR) is one of three CDRs which combine to form the NOAA Ocean Surface Bundle (OSB) CDR. The resultant sea surface temperature (SST) data are produced through modeling the diurnal variability in combination with AVHRR SST observations.", - "msft:storage_account": "noaacdr", - "msft:container": "sea-surface-temperature-whoi", - "msft:group_id": "noaa-cdr", - "msft:region": "eastus", - "title": "Sea Surface Temperature - WHOI CDR", - "extent": { - "spatial": { - "bbox": [ - [ - -180.0, - -90, - 180, - 90 - ] - ] - }, - "temporal": { - "interval": [ - [ - "1988-01-01T00:00:00Z", - null - ] - ] - } - }, - "license": "proprietary", - "keywords": [ - "Global", - "Climate", - "NOAA", - "Ocean", - "Temperature" - ], - "providers": [ - { - "name": "National Centers for Environmental Information", - "description": "NCEI is the Nation's leading authority for environmental data, and manage one of the largest archives of atmospheric, coastal, geophysical, and oceanic research in the world. NCEI contributes to the NESDIS mission by developing new products and services that span the science disciplines and enable better data discovery.", - "roles": [ - "producer", - "processor", - "licensor" - ], - "url": "https://www.ncei.noaa.gov/" }, - { - "name": "Microsoft", - "roles": [ - "processor", - "host" - ], - "url": "https://planetarycomputer.microsoft.com" - } - ], - "assets": { - "thumbnail": { - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-cdr-sea-surface-temperature-whoi-thumb.png", - "type": "image/png", - "title": "Sea Surface Temperature - WHOI CDR thumbnail", - "roles": [ - "thumbnail" - ] + "msft:region": "eastus", + "sci:citation": "Clayson, Carol Anne; Brown, Jeremiah; and NOAA CDR Program (2016). NOAA Climate Data Record (CDR) of Sea Surface Temperature - WHOI, Version 2. NOAA National Climatic Data Center. doi:10.7289/V5FB510W", + "msft:group_id": "noaa-cdr", + "msft:container": "sea-surface-temperature-whoi", + "msft:storage_account": "noaacdr", + "msft:short_description": "The Sea Surface Temperature-Woods Hole Oceanographic Institution (WHOI) Climate Data Record (CDR) is one of three CDRs which combine to form the NOAA Ocean Surface Bundle (OSB) CDR. The resultant sea surface temperature (SST) data are produced through modeling the diurnal variability in combination with AVHRR SST observations.", + "title": "Sea Surface Temperature - WHOI CDR", + "extent": { + "spatial": { + "bbox": [ + [ + -180.0, + -90, + 180, + 90 + ] + ] + }, + "temporal": { + "interval": [ + [ + "1988-01-01T00:00:00Z", + null + ] + ] + } }, - "geoparquet-items": { - "href": "abfs://items/noaa-cdr-sea-surface-temperature-whoi.parquet", - "type": "application/x-parquet", - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format", - "msft:partition_info": { - "is_partitioned": false - }, - "table:storage_options": { - "account_name": "pcstacitems" - }, - "roles": [ - "stac-items" - ] + "license": "proprietary", + "keywords": [ + "Global", + "Climate", + "NOAA", + "Ocean", + "Temperature" + ], + "providers": [ + { + "name": "National Centers for Environmental Information", + "description": "NCEI is the Nation's leading authority for environmental data, and manage one of the largest archives of atmospheric, coastal, geophysical, and oceanic research in the world. NCEI contributes to the NESDIS mission by developing new products and services that span the science disciplines and enable better data discovery.", + "roles": [ + "producer", + "processor", + "licensor" + ], + "url": "https://www.ncei.noaa.gov/" + }, + { + "name": "Microsoft", + "roles": [ + "processor", + "host" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-cdr-sea-surface-temperature-whoi-thumb.png", + "type": "image/png", + "title": "Sea Surface Temperature - WHOI CDR thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/noaa-cdr-sea-surface-temperature-whoi.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format", + "msft:partition_info": { + "is_partitioned": false + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } } - } } \ No newline at end of file diff --git a/datasets/noaa-climate-normals/collection/noaa-climate-normals-gridded/template.json b/datasets/noaa-climate-normals/collection/noaa-climate-normals-gridded/template.json index 8c5485a50..282cc1455 100644 --- a/datasets/noaa-climate-normals/collection/noaa-climate-normals-gridded/template.json +++ b/datasets/noaa-climate-normals/collection/noaa-climate-normals-gridded/template.json @@ -1,10 +1,8 @@ { - "stac_version": "1.0.0", "type": "Collection", "id": "noaa-climate-normals-gridded", - "title": "NOAA US Gridded Climate Normals (Cloud-Optimized GeoTIFF)", + "stac_version": "1.0.0", "description": "{{ collection.description }}", - "license": "proprietary", "links": [ { "rel": "about", @@ -29,412 +27,420 @@ "href": "https://www.ncei.noaa.gov/sites/default/files/2022-04/Documentation_Monthly_Gridded_Normals.pdf", "type": "application/pdf", "title": "Documentation for Monthly Gridded Normals" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/noaa-climate-normals-gridded", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], "stac_extensions": [ "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", "https://stac-extensions.github.io/raster/v1.1.0/schema.json" ], - "keywords": [ - "NOAA", - "Climate Normals", - "Weather", - "Surface Observations", - "Climatology", - "CONUS" - ], - "msft:short_description": "Gridded Climate Normals for the contiguous United States in Cloud Optimized GeoTIFF (COG) format.", - "msft:storage_account": "noaanormals", - "msft:container": "gridded-normals-cogs", - "msft:group_id": "noaa-climate-normals", - "msft:region": "eastus", - "providers": [ - { - "name": "NOAA National Centers for Environmental Information", - "roles": [ - "producer", - "processor", - "licensor" - ], - "url": "https://www.ncei.noaa.gov/" - }, - { - "name": "Microsoft", - "roles": [ - "processor", - "host" - ], - "url": "https://planetarycomputer.microsoft.com" - } - ], - "assets": { - "thumbnail": { - "title": "NOAA U.S. Gridded Climate Normals (Cloud-Optimized GeoTIFF) Thumbnail", - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-climate-normals-gridded-thumb.png", - "type": "image/png", - "roles": [ - "thumbnail" - ] - }, - "geoparquet-items": { - "href": "abfs://items/noaa-climate-normals-gridded.parquet", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "msft:partition_info": { - "is_partitioned": false - }, - "table:storage_options": { - "account_name": "pcstacitems" - } - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -124.708333, - 24.541666, - -66.999995, - 49.375001 - ] - ] - }, - "temporal": { - "interval": [ - [ - "1901-01-01T00:00:00Z", - "2020-12-31T23:59:59Z" - ] - ] - } - }, "item_assets": { - "prcp_norm": { + "prcp_max": { "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], "raster:bands": [ { - "data_type": "float32", - "nodata": "nan", "unit": "millimeter", + "nodata": "nan", + "data_type": "float32", "spatial_resolution": 5000 } - ], - "roles": [ - "data" ] }, - "m2dprcp_norm": { + "prcp_min": { "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "description": "Month-To-Day Precipitation normals", + "roles": [ + "data" + ], "raster:bands": [ { - "data_type": "float32", - "nodata": "nan", "unit": "millimeter", + "nodata": "nan", + "data_type": "float32", "spatial_resolution": 5000 } - ], - "roles": [ - "data" ] }, - "y2dprcp_norm": { + "prcp_std": { "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "description": "Year-To-Day Precipitation normals", + "roles": [ + "data" + ], "raster:bands": [ { - "data_type": "float32", - "nodata": "nan", "unit": "millimeter", + "nodata": "nan", + "data_type": "float32", "spatial_resolution": 5000 } - ], - "roles": [ - "data" ] }, - "prcp_std": { + "tavg_max": { "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], "raster:bands": [ { - "data_type": "float32", + "unit": "degree Celsius", "nodata": "nan", - "unit": "millimeter", + "data_type": "float32", "spatial_resolution": 5000 } - ], - "roles": [ - "data" ] }, - "prcp_min": { + "tavg_min": { "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], "raster:bands": [ { - "data_type": "float32", + "unit": "degree Celsius", "nodata": "nan", - "unit": "millimeter", + "data_type": "float32", "spatial_resolution": 5000 } - ], - "roles": [ - "data" ] }, - "prcp_max": { + "tavg_std": { "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], "raster:bands": [ { - "data_type": "float32", + "unit": "degree Celsius", "nodata": "nan", - "unit": "millimeter", + "data_type": "float32", "spatial_resolution": 5000 } - ], - "roles": [ - "data" ] }, - "prcp_flag": { + "tmax_max": { "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], "raster:bands": [ { + "unit": "degree Celsius", + "nodata": "nan", "data_type": "float32", - "nodata": 0, - "unit": "months", "spatial_resolution": 5000 } - ], - "roles": [ - "data" ] }, - "tavg_norm": { + "tmax_min": { "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], "raster:bands": [ { - "data_type": "float32", - "nodata": "nan", "unit": "degree Celsius", + "nodata": "nan", + "data_type": "float32", "spatial_resolution": 5000 } - ], - "roles": [ - "data" ] }, - "tavg_std": { + "tmax_std": { "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], "raster:bands": [ { - "data_type": "float32", - "nodata": "nan", "unit": "degree Celsius", + "nodata": "nan", + "data_type": "float32", "spatial_resolution": 5000 } - ], - "roles": [ - "data" ] }, - "tavg_min": { + "tmin_max": { "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], "raster:bands": [ { - "data_type": "float32", - "nodata": "nan", "unit": "degree Celsius", + "nodata": "nan", + "data_type": "float32", "spatial_resolution": 5000 } - ], - "roles": [ - "data" ] }, - "tavg_max": { + "tmin_min": { "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], "raster:bands": [ { - "data_type": "float32", - "nodata": "nan", "unit": "degree Celsius", + "nodata": "nan", + "data_type": "float32", "spatial_resolution": 5000 } - ], - "roles": [ - "data" ] }, - "tavg_flag": { + "tmin_std": { "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], "raster:bands": [ { + "unit": "degree Celsius", + "nodata": "nan", "data_type": "float32", - "nodata": 0, - "unit": "months", "spatial_resolution": 5000 } - ], - "roles": [ - "data" ] }, - "tmax_norm": { + "prcp_flag": { "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], "raster:bands": [ { + "unit": "months", + "nodata": 0, "data_type": "float32", - "nodata": "nan", - "unit": "degree Celsius", "spatial_resolution": 5000 } - ], - "roles": [ - "data" ] }, - "tmax_std": { + "prcp_norm": { "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], "raster:bands": [ { - "data_type": "float32", + "unit": "millimeter", "nodata": "nan", - "unit": "degree Celsius", + "data_type": "float32", "spatial_resolution": 5000 } - ], - "roles": [ - "data" ] }, - "tmax_min": { + "tavg_flag": { "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], "raster:bands": [ { + "unit": "months", + "nodata": 0, "data_type": "float32", - "nodata": "nan", - "unit": "degree Celsius", "spatial_resolution": 5000 } - ], - "roles": [ - "data" ] }, - "tmax_max": { + "tavg_norm": { "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], "raster:bands": [ { - "data_type": "float32", - "nodata": "nan", "unit": "degree Celsius", + "nodata": "nan", + "data_type": "float32", "spatial_resolution": 5000 } - ], - "roles": [ - "data" ] }, "tmax_flag": { "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], "raster:bands": [ { - "data_type": "float32", - "nodata": 0, "unit": "months", + "nodata": 0, + "data_type": "float32", "spatial_resolution": 5000 } - ], - "roles": [ - "data" ] }, - "tmin_norm": { + "tmax_norm": { "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], "raster:bands": [ { - "data_type": "float32", - "nodata": "nan", "unit": "degree Celsius", + "nodata": "nan", + "data_type": "float32", "spatial_resolution": 5000 } - ], - "roles": [ - "data" ] }, - "tmin_std": { + "tmin_flag": { "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], "raster:bands": [ { + "unit": "months", + "nodata": 0, "data_type": "float32", - "nodata": "nan", - "unit": "degree Celsius", "spatial_resolution": 5000 } - ], - "roles": [ - "data" ] }, - "tmin_min": { + "tmin_norm": { "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], "raster:bands": [ { - "data_type": "float32", - "nodata": "nan", "unit": "degree Celsius", + "nodata": "nan", + "data_type": "float32", "spatial_resolution": 5000 } - ], - "roles": [ - "data" ] }, - "tmin_max": { + "m2dprcp_norm": { "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "description": "Month-To-Day Precipitation normals", "raster:bands": [ { - "data_type": "float32", + "unit": "millimeter", "nodata": "nan", - "unit": "degree Celsius", + "data_type": "float32", "spatial_resolution": 5000 } - ], - "roles": [ - "data" ] }, - "tmin_flag": { + "y2dprcp_norm": { "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "description": "Year-To-Day Precipitation normals", "raster:bands": [ { + "unit": "millimeter", + "nodata": "nan", "data_type": "float32", - "nodata": 0, - "unit": "months", "spatial_resolution": 5000 } - ], - "roles": [ - "data" ] } }, + "msft:region": "eastus", + "msft:group_id": "noaa-climate-normals", + "msft:container": "gridded-normals-cogs", + "msft:storage_account": "noaanormals", + "msft:short_description": "Gridded Climate Normals for the contiguous United States in Cloud Optimized GeoTIFF (COG) format.", + "title": "NOAA US Gridded Climate Normals (Cloud-Optimized GeoTIFF)", + "extent": { + "spatial": { + "bbox": [ + [ + -124.708333, + 24.541666, + -66.999995, + 49.375001 + ] + ] + }, + "temporal": { + "interval": [ + [ + "1901-01-01T00:00:00Z", + "2020-12-31T23:59:59Z" + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "NOAA", + "Climate Normals", + "Weather", + "Surface Observations", + "Climatology", + "CONUS" + ], + "providers": [ + { + "name": "NOAA National Centers for Environmental Information", + "roles": [ + "producer", + "processor", + "licensor" + ], + "url": "https://www.ncei.noaa.gov/" + }, + { + "name": "Microsoft", + "roles": [ + "processor", + "host" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], "summaries": { + "noaa_climate_normals:period": [ + "1901-2000", + "1991-2020", + "2006-2020" + ], "noaa_climate_normals:frequency": [ "daily", "monthly", "seasonal", "annual" - ], - "noaa_climate_normals:period": [ - "1901-2000", - "1991-2020", - "2006-2020" ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-climate-normals-gridded-thumb.png", + "type": "image/png", + "title": "NOAA U.S. Gridded Climate Normals (Cloud-Optimized GeoTIFF) Thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/noaa-climate-normals-gridded.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": false + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } } } \ No newline at end of file diff --git a/datasets/noaa-climate-normals/collection/noaa-climate-normals-netcdf/template.json b/datasets/noaa-climate-normals/collection/noaa-climate-normals-netcdf/template.json index feec2beb0..37f2c2d7f 100644 --- a/datasets/noaa-climate-normals/collection/noaa-climate-normals-netcdf/template.json +++ b/datasets/noaa-climate-normals/collection/noaa-climate-normals-netcdf/template.json @@ -1,10 +1,8 @@ { - "stac_version": "1.0.0", "type": "Collection", "id": "noaa-climate-normals-netcdf", - "title": "NOAA US Gridded Climate Normals (NetCDF)", + "stac_version": "1.0.0", "description": "{{ collection.description }}", - "license": "proprietary", "links": [ { "rel": "about", @@ -29,11 +27,52 @@ "href": "https://www.ncei.noaa.gov/sites/default/files/2022-04/Documentation_Monthly_Gridded_Normals.pdf", "type": "application/pdf", "title": "Documentation for Monthly Gridded Normals" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/noaa-climate-normals-netcdf", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], "stac_extensions": [ "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json" ], + "item_assets": { + "netcdf": { + "type": "application/netcdf", + "roles": [ + "data" + ] + } + }, + "msft:region": "eastus", + "msft:group_id": "noaa-climate-normals", + "msft:container": "gridded-normals", + "msft:storage_account": "noaanormals", + "msft:short_description": "Gridded Climate Normals for the contiguous United States in the original NetCDF format provided by NOAA's National Centers for Environmental Information.", + "title": "NOAA US Gridded Climate Normals (NetCDF)", + "extent": { + "spatial": { + "bbox": [ + [ + -124.708333, + 24.541666, + -66.999995, + 49.375001 + ] + ] + }, + "temporal": { + "interval": [ + [ + "1901-01-01T00:00:00Z", + "2020-12-31T23:59:59Z" + ] + ] + } + }, + "license": "proprietary", "keywords": [ "NOAA", "Climate Normals", @@ -42,11 +81,6 @@ "Climatology", "CONUS" ], - "msft:short_description": "Gridded Climate Normals for the contiguous United States in the original NetCDF format provided by NOAA's National Centers for Environmental Information.", - "msft:storage_account": "noaanormals", - "msft:container": "gridded-normals", - "msft:group_id": "noaa-climate-normals", - "msft:region": "eastus", "providers": [ { "name": "NOAA National Centers for Environmental Information", @@ -65,11 +99,22 @@ "url": "https://planetarycomputer.microsoft.com" } ], + "summaries": { + "noaa_climate_normals:period": [ + "1901-2000", + "1991-2020", + "2006-2020" + ], + "noaa_climate_normals:frequency": [ + "daily", + "monthly" + ] + }, "assets": { "thumbnail": { - "title": "NOAA U.S. Gridded Climate Normals (NetCDF) Thumbnail", "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-climate-normals-netcdf-thumb.png", "type": "image/png", + "title": "NOAA U.S. Gridded Climate Normals (NetCDF) Thumbnail", "roles": [ "thumbnail" ] @@ -77,9 +122,6 @@ "geoparquet-items": { "href": "abfs://items/noaa-climate-normals-netcdf.parquet", "type": "application/x-parquet", - "roles": [ - "stac-items" - ], "title": "GeoParquet STAC items", "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", "msft:partition_info": { @@ -87,46 +129,10 @@ }, "table:storage_options": { "account_name": "pcstacitems" - } - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -124.708333, - 24.541666, - -66.999995, - 49.375001 - ] - ] - }, - "temporal": { - "interval": [ - [ - "1901-01-01T00:00:00Z", - "2020-12-31T23:59:59Z" - ] - ] - } - }, - "item_assets": { - "netcdf": { - "type": "application/netcdf", + }, "roles": [ - "data" + "stac-items" ] } - }, - "summaries": { - "noaa_climate_normals:frequency": [ - "daily", - "monthly" - ], - "noaa_climate_normals:period": [ - "1901-2000", - "1991-2020", - "2006-2020" - ] } } \ No newline at end of file diff --git a/datasets/noaa-climate-normals/collection/noaa-climate-normals-tabular/template.json b/datasets/noaa-climate-normals/collection/noaa-climate-normals-tabular/template.json index c026e5034..ec0bde376 100644 --- a/datasets/noaa-climate-normals/collection/noaa-climate-normals-tabular/template.json +++ b/datasets/noaa-climate-normals/collection/noaa-climate-normals-tabular/template.json @@ -1,10 +1,8 @@ { - "stac_version": "1.0.0", "type": "Collection", "id": "noaa-climate-normals-tabular", - "title": "NOAA US Tabular Climate Normals", + "stac_version": "1.0.0", "description": "{{ collection.description }}", - "license": "proprietary", "links": [ { "rel": "cite-as", @@ -25,6 +23,12 @@ "href": "https://www.noaa.gov/information-technology/open-data-dissemination", "type": "text/html", "title": "NOAA Open Data Dissemination" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/noaa-climate-normals-tabular", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], "stac_extensions": [ @@ -32,118 +36,19 @@ "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", "https://stac-extensions.github.io/table/v1.2.0/schema.json" ], - "keywords": [ - "NOAA", - "Climate Normals", - "Weather", - "Surface Observations", - "Climatology", - "CONUS" - ], - "msft:short_description": "Tabular Climate Normal data for over 15,000 United States weather station locations in GeoParquet format.", - "msft:storage_account": "noaanormals", - "msft:container": "climate-normals-geoparquet", - "msft:group_id": "noaa-climate-normals", - "msft:region": "eastus", - "providers": [ - { - "name": "NOAA National Centers for Environmental Information", - "roles": [ - "producer", - "processor", - "licensor" - ], - "url": "https://www.ncei.noaa.gov/" - }, - { - "name": "Microsoft", - "roles": [ - "processor", - "host" - ], - "url": "https://planetarycomputer.microsoft.com" - } - ], - "assets": { - "thumbnail": { - "title": "NOAA U.S. Tabular Climate Normals Thumbnail", - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-climate-normals-tabular-thumb.png", - "type": "image/png", - "roles": [ - "thumbnail" - ] - }, - "geoparquet-items": { - "href": "abfs://items/noaa-climate-normals-tabular.parquet", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "msft:partition_info": { - "is_partitioned": false - }, - "table:storage_options": { - "account_name": "pcstacitems" - } - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -177.38333, - -14.3306, - 174.1, - 71.3214 - ] - ] - }, - "temporal": { - "interval": [ - [ - "1981-01-01T00:00:00Z", - "2020-12-31T23:59:59Z" - ] - ] - } - }, "item_assets": { "geoparquet": { "type": "application/x-parquet", + "roles": [ + "data" + ], "title": "Dataset root", "table:storage_options": { "account_name": "noaanormals" - }, - "roles": [ - "data" - ] + } } }, - "summaries": { - "noaa_climate_normals:frequency": [ - "hourly", - "daily", - "monthly", - "annualseasonal" - ], - "noaa_climate_normals:period": [ - "1981-2010", - "1991-2020", - "2006-2020" - ] - }, - "sci:publications": [ - { - "doi": "10.1175/BAMS-D-11-00197.1", - "citation": "Arguez, A., I. Durre, S. Applequist, R. Vose, M. Squires, X. Yin, R. Heim, and T. Owen, 2012: NOAA's 1981-2010 climate normals: An overview. Bull. Amer. Meteor. Soc., 93, 1687-1697. DOI: 10.1175/BAMS-D-11-00197.1." - }, - { - "doi": "10.1175/BAMS-D-11-00173.1", - "citation": "Applequist, S., A. Arguez, I. Durre, M. Squires, R. Vose, and X. Yin, 2012: 1981-2010 U.S. Hourly Normals. Bulletin of the American Meteorological Society, 93, 1637-1640. DOI: 10.1175/BAMS-D-11-00173.1." - } - ], + "msft:region": "eastus", "table:tables": [ { "name": "1981_2010-hourly", @@ -193,5 +98,106 @@ "name": "2006_2020-annualseasonal", "description": "Annual/Seasonal Climate Normals for Period 2006-2020" } - ] + ], + "msft:group_id": "noaa-climate-normals", + "msft:container": "climate-normals-geoparquet", + "sci:publications": [ + { + "doi": "10.1175/BAMS-D-11-00197.1", + "citation": "Arguez, A., I. Durre, S. Applequist, R. Vose, M. Squires, X. Yin, R. Heim, and T. Owen, 2012: NOAA's 1981-2010 climate normals: An overview. Bull. Amer. Meteor. Soc., 93, 1687-1697. DOI: 10.1175/BAMS-D-11-00197.1." + }, + { + "doi": "10.1175/BAMS-D-11-00173.1", + "citation": "Applequist, S., A. Arguez, I. Durre, M. Squires, R. Vose, and X. Yin, 2012: 1981-2010 U.S. Hourly Normals. Bulletin of the American Meteorological Society, 93, 1637-1640. DOI: 10.1175/BAMS-D-11-00173.1." + } + ], + "msft:storage_account": "noaanormals", + "msft:short_description": "Tabular Climate Normal data for over 15,000 United States weather station locations in GeoParquet format.", + "title": "NOAA US Tabular Climate Normals", + "extent": { + "spatial": { + "bbox": [ + [ + -177.38333, + -14.3306, + 174.1, + 71.3214 + ] + ] + }, + "temporal": { + "interval": [ + [ + "1981-01-01T00:00:00Z", + "2020-12-31T23:59:59Z" + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "NOAA", + "Climate Normals", + "Weather", + "Surface Observations", + "Climatology", + "CONUS" + ], + "providers": [ + { + "name": "NOAA National Centers for Environmental Information", + "roles": [ + "producer", + "processor", + "licensor" + ], + "url": "https://www.ncei.noaa.gov/" + }, + { + "name": "Microsoft", + "roles": [ + "processor", + "host" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "noaa_climate_normals:period": [ + "1981-2010", + "1991-2020", + "2006-2020" + ], + "noaa_climate_normals:frequency": [ + "hourly", + "daily", + "monthly", + "annualseasonal" + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-climate-normals-tabular-thumb.png", + "type": "image/png", + "title": "NOAA U.S. Tabular Climate Normals Thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/noaa-climate-normals-tabular.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": false + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } } \ No newline at end of file diff --git a/datasets/noaa-mrms-qpe/collection/noaa-mrms-qpe-1h-pass1/template.json b/datasets/noaa-mrms-qpe/collection/noaa-mrms-qpe-1h-pass1/template.json index adf265c53..f7219b45a 100644 --- a/datasets/noaa-mrms-qpe/collection/noaa-mrms-qpe-1h-pass1/template.json +++ b/datasets/noaa-mrms-qpe/collection/noaa-mrms-qpe-1h-pass1/template.json @@ -1,10 +1,8 @@ { - "stac_version": "1.0.0", "type": "Collection", "id": "noaa-mrms-qpe-1h-pass1", - "title": "NOAA MRMS QPE 1-Hour Pass 1", + "stac_version": "1.0.0", "description": "{{ collection.description }}", - "license": "proprietary", "links": [ { "rel": "license", @@ -23,6 +21,12 @@ "href": "https://vlab.noaa.gov/web/wdtd/-/multi-sensor-qpe-1?selectedFolder=9234881", "type": "text/html", "title": "MRMS QPE Technical Product Guide" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/noaa-mrms-qpe-1h-pass1", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], "stac_extensions": [ @@ -30,65 +34,42 @@ "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", "https://stac-extensions.github.io/noaa-mrms-qpe/v1.0.0/schema.json" ], - "keywords": [ - "NOAA", - "MRMS", - "QPE", - "Precipitation", - "Weather", - "United States", - "Guam", - "Caribbean" - ], - "msft:short_description": "Integrated multi-sensor cumulative precipitation estimate for the past hour with a 1-hour latency.", - "msft:storage_account": "mrms", - "msft:container": "mrms-cogs", - "msft:region": "westeurope", - "msft:group_id": "noaa-mrms-qpe", - "providers": [ - { - "name": "NOAA National Severe Storms Laboratory", - "roles": [ - "producer", - "licensor" - ], - "url": "https://www.nssl.noaa.gov/projects/mrms" - }, - { - "name": "Microsoft", + "item_assets": { + "cog": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", "roles": [ - "processor", - "host" + "data" ], - "url": "https://planetarycomputer.microsoft.com" - } - ], - "assets": { - "thumbnail": { - "title": "NOAA MRMS QPE 1-Hour Pass 1 Thumbnail", - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-mrms-qpe-1h-pass1-thumb.png", - "type": "image/png", - "roles": [ - "thumbnail" + "title": "Processed Cloud Optimized GeoTIFF file", + "raster:bands": [ + { + "unit": "mm", + "data_type": "float64", + "spatial_resolution": 1000 + } ] }, - "geoparquet-items": { - "href": "abfs://items/noaa-mrms-qpe-1h-pass1.parquet", - "type": "application/x-parquet", + "grib2": { + "type": "application/wmo-GRIB2", "roles": [ - "stac-items" + "data" ], - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "msft:partition_info": { - "is_partitioned": true, - "partition_frequency": "QS" - }, - "table:storage_options": { - "account_name": "pcstacitems" - } - } + "title": "Original GRIB2 file", + "raster:bands": [ + { + "unit": "mm", + "data_type": "float64", + "spatial_resolution": 1000 + } + ] + } }, + "msft:group_id": "noaa-mrms-qpe", + "msft:container": "mrms-cogs", + "msft:storage_account": "mrms", + "msft:short_description": "Integrated multi-sensor cumulative precipation estimate for the past hour with a 1-hour latency.", + "msft:region": "westeurope", + "title": "NOAA MRMS QPE 1-Hour Pass 1", "extent": { "spatial": { "bbox": [ @@ -139,36 +120,35 @@ ] } }, - "item_assets": { - "cog": { + "license": "proprietary", + "keywords": [ + "NOAA", + "MRMS", + "QPE", + "Precipitation", + "Weather", + "United States", + "Guam", + "Caribbean" + ], + "providers": [ + { + "name": "NOAA National Severe Storms Laboratory", "roles": [ - "data" - ], - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "raster:bands": [ - { - "spatial_resolution": 1000, - "unit": "mm", - "data_type": "float64" - } + "producer", + "licensor" ], - "title": "Processed Cloud Optimized GeoTIFF file" + "url": "https://www.nssl.noaa.gov/projects/mrms" }, - "grib2": { + { + "name": "Microsoft", "roles": [ - "data" - ], - "type": "application/wmo-GRIB2", - "raster:bands": [ - { - "spatial_resolution": 1000, - "unit": "mm", - "data_type": "float64" - } + "processor", + "host" ], - "title": "Original GRIB2 file" + "url": "https://planetarycomputer.microsoft.com" } - }, + ], "summaries": { "noaa_mrms_qpe:pass": [ 1 @@ -183,5 +163,31 @@ "ALASKA", "CARIB" ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-mrms-qpe-1h-pass1-thumb.png", + "type": "image/png", + "title": "NOAA MRMS QPE 1-Hour Pass 1 Thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/noaa-mrms-qpe-1h-pass1.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "QS" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } } } \ No newline at end of file diff --git a/datasets/noaa-mrms-qpe/collection/noaa-mrms-qpe-1h-pass2/template.json b/datasets/noaa-mrms-qpe/collection/noaa-mrms-qpe-1h-pass2/template.json index 066a4f42b..04c9fb06f 100644 --- a/datasets/noaa-mrms-qpe/collection/noaa-mrms-qpe-1h-pass2/template.json +++ b/datasets/noaa-mrms-qpe/collection/noaa-mrms-qpe-1h-pass2/template.json @@ -1,10 +1,8 @@ { - "stac_version": "1.0.0", "type": "Collection", "id": "noaa-mrms-qpe-1h-pass2", - "title": "NOAA MRMS QPE 1-Hour Pass 2", + "stac_version": "1.0.0", "description": "{{ collection.description }}", - "license": "proprietary", "links": [ { "rel": "license", @@ -23,6 +21,12 @@ "href": "https://vlab.noaa.gov/web/wdtd/-/multi-sensor-qpe-1?selectedFolder=9234881", "type": "text/html", "title": "MRMS QPE Technical Product Guide" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/noaa-mrms-qpe-1h-pass2", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], "stac_extensions": [ @@ -30,65 +34,42 @@ "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", "https://stac-extensions.github.io/noaa-mrms-qpe/v1.0.0/schema.json" ], - "keywords": [ - "NOAA", - "MRMS", - "QPE", - "Precipitation", - "Weather", - "United States", - "Guam", - "Caribbean" - ], - "msft:short_description": "Integrated multi-sensor cumulative precipitation estimate for the past hour with a 2-hour latency.", - "msft:storage_account": "mrms", - "msft:container": "mrms-cogs", - "msft:region": "westeurope", - "msft:group_id": "noaa-mrms-qpe", - "providers": [ - { - "name": "NOAA National Severe Storms Laboratory", - "roles": [ - "producer", - "licensor" - ], - "url": "https://www.nssl.noaa.gov/projects/mrms" - }, - { - "name": "Microsoft", + "item_assets": { + "cog": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", "roles": [ - "processor", - "host" + "data" ], - "url": "https://planetarycomputer.microsoft.com" - } - ], - "assets": { - "thumbnail": { - "title": "NOAA MRMS QPE 1-Hour Pass 2 Thumbnail", - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-mrms-qpe-1h-pass2-thumb.png", - "type": "image/png", - "roles": [ - "thumbnail" + "title": "Processed Cloud Optimized GeoTIFF file", + "raster:bands": [ + { + "unit": "mm", + "data_type": "float64", + "spatial_resolution": 1000 + } ] }, - "geoparquet-items": { - "href": "abfs://items/noaa-mrms-qpe-1h-pass2.parquet", - "type": "application/x-parquet", + "grib2": { + "type": "application/wmo-GRIB2", "roles": [ - "stac-items" + "data" ], - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "msft:partition_info": { - "is_partitioned": true, - "partition_frequency": "QS" - }, - "table:storage_options": { - "account_name": "pcstacitems" - } - } + "title": "Original GRIB2 file", + "raster:bands": [ + { + "unit": "mm", + "data_type": "float64", + "spatial_resolution": 1000 + } + ] + } }, + "msft:group_id": "noaa-mrms-qpe", + "msft:container": "mrms-cogs", + "msft:storage_account": "mrms", + "msft:short_description": "Integrated multi-sensor cumulative precipation estimate for the past hour with a 2-hour latency.", + "msft:region": "westeurope", + "title": "NOAA MRMS QPE 1-Hour Pass 2", "extent": { "spatial": { "bbox": [ @@ -139,36 +120,35 @@ ] } }, - "item_assets": { - "cog": { + "license": "proprietary", + "keywords": [ + "NOAA", + "MRMS", + "QPE", + "Precipitation", + "Weather", + "United States", + "Guam", + "Caribbean" + ], + "providers": [ + { + "name": "NOAA National Severe Storms Laboratory", "roles": [ - "data" - ], - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "raster:bands": [ - { - "spatial_resolution": 1000, - "unit": "mm", - "data_type": "float64" - } + "producer", + "licensor" ], - "title": "Processed Cloud Optimized GeoTIFF file" + "url": "https://www.nssl.noaa.gov/projects/mrms" }, - "grib2": { + { + "name": "Microsoft", "roles": [ - "data" - ], - "type": "application/wmo-GRIB2", - "raster:bands": [ - { - "spatial_resolution": 1000, - "unit": "mm", - "data_type": "float64" - } + "processor", + "host" ], - "title": "Original GRIB2 file" + "url": "https://planetarycomputer.microsoft.com" } - }, + ], "summaries": { "noaa_mrms_qpe:pass": [ 2 @@ -183,5 +163,31 @@ "ALASKA", "CARIB" ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-mrms-qpe-1h-pass2-thumb.png", + "type": "image/png", + "title": "NOAA MRMS QPE 1-Hour Pass 2 Thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/noaa-mrms-qpe-1h-pass2.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "QS" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } } } \ No newline at end of file diff --git a/datasets/noaa-mrms-qpe/collection/noaa-mrms-qpe-24h-pass2/template.json b/datasets/noaa-mrms-qpe/collection/noaa-mrms-qpe-24h-pass2/template.json index 15ff33d45..a7c85c2bc 100644 --- a/datasets/noaa-mrms-qpe/collection/noaa-mrms-qpe-24h-pass2/template.json +++ b/datasets/noaa-mrms-qpe/collection/noaa-mrms-qpe-24h-pass2/template.json @@ -1,10 +1,8 @@ { - "stac_version": "1.0.0", "type": "Collection", "id": "noaa-mrms-qpe-24h-pass2", - "title": "NOAA MRMS QPE 24-Hour Pass 2", + "stac_version": "1.0.0", "description": "{{ collection.description }}", - "license": "proprietary", "links": [ { "rel": "license", @@ -23,6 +21,12 @@ "href": "https://vlab.noaa.gov/web/wdtd/-/multi-sensor-qpe-1?selectedFolder=9234881", "type": "text/html", "title": "MRMS QPE Technical Product Guide" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/noaa-mrms-qpe-24h-pass2", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], "stac_extensions": [ @@ -30,65 +34,42 @@ "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", "https://stac-extensions.github.io/noaa-mrms-qpe/v1.0.0/schema.json" ], - "keywords": [ - "NOAA", - "MRMS", - "QPE", - "Precipitation", - "Weather", - "United States", - "Guam", - "Caribbean" - ], - "msft:short_description": "Integrated multi-sensor cumulative precipitation estimate for the past 24 hours with a 2-hour latency.", - "msft:storage_account": "mrms", - "msft:container": "mrms-cogs", - "msft:region": "westeurope", - "msft:group_id": "noaa-mrms-qpe", - "providers": [ - { - "name": "NOAA National Severe Storms Laboratory", - "roles": [ - "producer", - "licensor" - ], - "url": "https://www.nssl.noaa.gov/projects/mrms" - }, - { - "name": "Microsoft", + "item_assets": { + "cog": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", "roles": [ - "processor", - "host" + "data" ], - "url": "https://planetarycomputer.microsoft.com" - } - ], - "assets": { - "thumbnail": { - "title": "NOAA MRMS QPE 24-Hour Pass 2 Thumbnail", - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-mrms-qpe-24h-pass2-thumb.png", - "type": "image/png", - "roles": [ - "thumbnail" + "title": "Processed Cloud Optimized GeoTIFF file", + "raster:bands": [ + { + "unit": "mm", + "data_type": "float64", + "spatial_resolution": 1000 + } ] }, - "geoparquet-items": { - "href": "abfs://items/noaa-mrms-qpe-24h-pass2.parquet", - "type": "application/x-parquet", + "grib2": { + "type": "application/wmo-GRIB2", "roles": [ - "stac-items" + "data" ], - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "msft:partition_info": { - "is_partitioned": true, - "partition_frequency": "QS" - }, - "table:storage_options": { - "account_name": "pcstacitems" - } - } + "title": "Original GRIB2 file", + "raster:bands": [ + { + "unit": "mm", + "data_type": "float64", + "spatial_resolution": 1000 + } + ] + } }, + "msft:group_id": "noaa-mrms-qpe", + "msft:container": "mrms-cogs", + "msft:storage_account": "mrms", + "msft:short_description": "Integrated multi-sensor cumulative precipitation estimate for the past 24 hours with a 2-hour latency.", + "msft:region": "westeurope", + "title": "NOAA MRMS QPE 24-Hour Pass 2", "extent": { "spatial": { "bbox": [ @@ -139,36 +120,35 @@ ] } }, - "item_assets": { - "cog": { + "license": "proprietary", + "keywords": [ + "NOAA", + "MRMS", + "QPE", + "Precipitation", + "Weather", + "United States", + "Guam", + "Caribbean" + ], + "providers": [ + { + "name": "NOAA National Severe Storms Laboratory", "roles": [ - "data" - ], - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "raster:bands": [ - { - "spatial_resolution": 1000, - "unit": "mm", - "data_type": "float64" - } + "producer", + "licensor" ], - "title": "Processed Cloud Optimized GeoTIFF file" + "url": "https://www.nssl.noaa.gov/projects/mrms" }, - "grib2": { + { + "name": "Microsoft", "roles": [ - "data" - ], - "type": "application/wmo-GRIB2", - "raster:bands": [ - { - "spatial_resolution": 1000, - "unit": "mm", - "data_type": "float64" - } + "processor", + "host" ], - "title": "Original GRIB2 file" + "url": "https://planetarycomputer.microsoft.com" } - }, + ], "summaries": { "noaa_mrms_qpe:pass": [ 2 @@ -183,5 +163,31 @@ "ALASKA", "CARIB" ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-mrms-qpe-24h-pass2-thumb.png", + "type": "image/png", + "title": "NOAA MRMS QPE 24-Hour Pass 2 Thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/noaa-mrms-qpe-24h-pass2.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "QS" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } } } \ No newline at end of file diff --git a/datasets/noaa_nclimgrid/collection/noaa-nclimgrid-monthly/template.json b/datasets/noaa_nclimgrid/collection/noaa-nclimgrid-monthly/template.json index 7954f058e..4c78ee92b 100644 --- a/datasets/noaa_nclimgrid/collection/noaa-nclimgrid-monthly/template.json +++ b/datasets/noaa_nclimgrid/collection/noaa-nclimgrid-monthly/template.json @@ -1,10 +1,8 @@ { - "stac_version": "1.0.0", "type": "Collection", "id": "noaa-nclimgrid-monthly", - "title": "Monthly NOAA U.S. Climate Gridded Dataset (NClimGrid)", + "stac_version": "1.0.0", "description": "{{ collection.description }}", - "license": "proprietary", "links": [ { "rel": "cite-as", @@ -23,6 +21,12 @@ "href": "https://www.ncei.noaa.gov/access/metadata/landing-page/bin/iso?id=gov.noaa.ncdc:C00332", "type": "text/html", "title": "Product Landing Page" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/noaa-nclimgrid-monthly", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], "stac_extensions": [ @@ -30,82 +34,7 @@ "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", "https://stac-extensions.github.io/raster/v1.1.0/schema.json" ], - "keywords": [ - "United States", - "NOAA", - "NClimGrid", - "Climate", - "Precipitation", - "Temperature" - ], - "msft:short_description": "Gridded surface observations of monthly temperature and precipitation for the continental United States", - "msft:storage_account": "nclimgridwesteurope", - "msft:container": "nclimgrid-cogs", - "msft:region": "westeurope", - "msft:group_id": "noaa-nclimgrid", - "providers": [ - { - "name": "NOAA National Centers for Environmental Information", - "roles": [ - "producer", - "licensor" - ], - "url": "https://www.ncei.noaa.gov/" - }, - { - "name": "Microsoft", - "roles": [ - "processor", - "host" - ], - "url": "https://planetarycomputer.microsoft.com" - } - ], - "assets": { - "thumbnail": { - "title": "Monthly NOAA NClimGrid Thumbnail", - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-nclimgrid-monthly-thumb.png", - "type": "image/png", - "roles": [ - "thumbnail" - ] - }, - "geoparquet-items": { - "href": "abfs://items/noaa-nclimgrid-monthly.parquet", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "msft:partition_info": { - "is_partitioned": false - }, - "table:storage_options": { - "account_name": "pcstacitems" - } - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -124.708333, - 24.541666, - -66.999995, - 49.375001 - ] - ] - }, - "temporal": { - "interval": [ - [ - "1895-01-01T00:00:00Z", - null - ] - ] - } - }, + "sci:doi": "10.7289/V5SX6B56", "item_assets": { "prcp": { "type": "image/tiff; application=geotiff; profile=cloud-optimized", @@ -115,9 +44,9 @@ "title": "Monthly Precipitation (mm)", "raster:bands": [ { - "data_type": "float32", - "nodata": "nan", "unit": "mm", + "nodata": "nan", + "data_type": "float32", "spatial_resolution": 5000 } ] @@ -130,9 +59,9 @@ "title": "Monthly Average Temperature (degree Celsius)", "raster:bands": [ { - "data_type": "float32", - "nodata": "nan", "unit": "degree Celsius", + "nodata": "nan", + "data_type": "float32", "spatial_resolution": 5000 } ] @@ -145,9 +74,9 @@ "title": "Monthly Maximmum Temperature (degree Celsius)", "raster:bands": [ { - "data_type": "float32", - "nodata": "nan", "unit": "degree Celsius", + "nodata": "nan", + "data_type": "float32", "spatial_resolution": 5000 } ] @@ -160,20 +89,97 @@ "title": "Monthly Minimum Temperature (degree Celsius)", "raster:bands": [ { - "data_type": "float32", - "nodata": "nan", "unit": "degree Celsius", + "nodata": "nan", + "data_type": "float32", "spatial_resolution": 5000 } ] } }, - "sci:doi": "10.7289/V5SX6B56", "sci:citation": "Vose, Russell S., Applequist, Scott, Squires, Mike, Durre, Imke, Menne, Matthew J., Williams, Claude N. Jr., Fenimore, Chris, Gleason, Karin, and Arndt, Derek (2014): NOAA Monthly U.S. Climate Gridded Dataset (NClimGrid), Version 1. NOAA National Centers for Environmental Information. DOI:10.7289/V5SX6B56.", + "msft:group_id": "noaa-nclimgrid", + "msft:container": "nclimgrid-cogs", "sci:publications": [ { "doi": "10.1175/JAMC-D-13-0248.1", "citation": "Vose, R. S., Applequist, S., Squires, M., Durre, I., Menne, M. J., Williams, C. N., Jr., Fenimore, C., Gleason, K., & Arndt, D. (2014). Improved Historical Temperature and Precipitation Time Series for U.S. Climate Divisions, Journal of Applied Meteorology and Climatology, 53(5), 1232-1251." } - ] + ], + "msft:storage_account": "nclimgridwesteurope", + "msft:short_description": "Gridded surface observations of monthly temperature and precipitation for the continental United States", + "msft:region": "westeurope", + "title": "Monthly NOAA U.S. Climate Gridded Dataset (NClimGrid)", + "extent": { + "spatial": { + "bbox": [ + [ + -124.708333, + 24.541666, + -66.999995, + 49.375001 + ] + ] + }, + "temporal": { + "interval": [ + [ + "1895-01-01T00:00:00Z", + null + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "United States", + "NOAA", + "NClimGrid", + "Climate", + "Precipitation", + "Temperature" + ], + "providers": [ + { + "name": "NOAA National Centers for Environmental Information", + "roles": [ + "producer", + "licensor" + ], + "url": "https://www.ncei.noaa.gov/" + }, + { + "name": "Microsoft", + "roles": [ + "processor", + "host" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/noaa-nclimgrid-monthly-thumb.png", + "type": "image/png", + "title": "Monthly NOAA NClimGrid Thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/noaa-nclimgrid-monthly.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": false + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } } \ No newline at end of file diff --git a/datasets/nrcan-landcover/description.md b/datasets/nrcan-landcover/description.md new file mode 100644 index 000000000..b2127e546 --- /dev/null +++ b/datasets/nrcan-landcover/description.md @@ -0,0 +1 @@ +Collection of Land Cover products for Canada as produced by Natural Resources Canada using Landsat satellite imagery. This collection of cartographic products offers classified Land Cover of Canada at a 30 metre scale, updated on a 5 year basis. \ No newline at end of file diff --git a/datasets/nrcan-landcover/template.json b/datasets/nrcan-landcover/template.json new file mode 100644 index 000000000..4c2b0d575 --- /dev/null +++ b/datasets/nrcan-landcover/template.json @@ -0,0 +1,270 @@ +{ + "type": "Collection", + "id": "nrcan-landcover", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://open.canada.ca/en/open-government-licence-canada", + "title": "Open Government Licence - Canada" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/nrcan-landcover", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/label/v1.0.0/schema.json", + "https://stac-extensions.github.io/projection/v1.0.0/schema.json", + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/file/v2.1.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], + "item_assets": { + "metadata": { + "type": "application/json", + "roles": [ + "metadata" + ], + "title": "Land cover of Canada metadata" + }, + "landcover": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data", + "labels", + "labels-raster" + ], + "title": "Land cover of Canada COG", + "proj:epsg": 3978, + "file:values": [ + { + "values": [ + 1 + ], + "summary": "Temperate or sub-polar needleleaf forest" + }, + { + "values": [ + 2 + ], + "summary": "Sub-polar taiga needleleaf forest" + }, + { + "values": [ + 5 + ], + "summary": "Temperate or sub-polar broadleaf deciduous forest" + }, + { + "values": [ + 6 + ], + "summary": "Mixed forest" + }, + { + "values": [ + 8 + ], + "summary": "Temperate or sub-polar shrubland" + }, + { + "values": [ + 10 + ], + "summary": "Temperate or sub-polar grassland" + }, + { + "values": [ + 11 + ], + "summary": "Sub-polar or polar shrubland-lichen-moss" + }, + { + "values": [ + 12 + ], + "summary": "Sub-polar or polar grassland-lichen-moss" + }, + { + "values": [ + 13 + ], + "summary": "Sub-polar or polar barren-lichen-moss" + }, + { + "values": [ + 14 + ], + "summary": "Wetland" + }, + { + "values": [ + 15 + ], + "summary": "Cropland" + }, + { + "values": [ + 16 + ], + "summary": "Barren lands" + }, + { + "values": [ + 17 + ], + "summary": "Urban" + }, + { + "values": [ + 18 + ], + "summary": "Water" + }, + { + "values": [ + 19 + ], + "summary": "Snow and Ice" + } + ], + "raster:bands": [ + { + "nodata": 0, + "sampling": "area", + "data_type": "uint8", + "spatial_resolution": 30 + } + ] + } + }, + "msft:container": "landcover", + "msft:storage_account": "nrcanlandcovereuwest", + "msft:short_description": "Collection of Land Cover products for Canada as produced by Natural Resources Canada using Landsat satellite imagery. This collection of cartographic products offers classified Land Cover of Canada at a 30 metre scale, updated on a 5 year basis.", + "msft:region": "westeurope", + "title": "Land Cover of Canada", + "extent": { + "spatial": { + "bbox": [ + [ + -141.003, + 41.6755, + -52.6174, + 83.1139 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2015-01-01T00:00:00Z", + "2020-01-01T00:00:00Z" + ] + ] + } + }, + "license": "OGL-Canada-2.0", + "keywords": [ + "Land Cover", + "Remote Sensing", + "Landsat", + "North America", + "Canada" + ], + "providers": [ + { + "name": "Natural Resources Canada | Ressources naturelles Canada", + "roles": [ + "licensor", + "processor", + "producer" + ], + "url": "https://www.nrcan.gc.ca/maps-tools-publications/satellite-imagery-air-photos/application-development/land-cover/21755" + }, + { + "name": "Sparkgeo", + "roles": [ + "processor" + ], + "url": "https://sparkgeo.com" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "proj:epsg": [ + 3978 + ], + "label:type": [ + "raster" + ], + "label:tasks": [ + "classification" + ], + "label:classes": [ + { + "name": "", + "classes": [ + "Temperate or sub-polar needleleaf forest", + "Sub-polar taiga needleleaf forest", + "Temperate or sub-polar broadleaf deciduous forest", + "Mixed forest", + "Temperate or sub-polar shrubland", + "Temperate or sub-polar grassland", + "Sub-polar or polar shrubland-lichen-moss", + "Sub-polar or polar grassland-lichen-moss", + "Sub-polar or polar barren-lichen-moss", + "Wetland", + "Cropland", + "Barren lands", + "Urban", + "Water", + "Snow and Ice" + ] + } + ] + }, + "assets": { + "metadata": { + "href": "https://open.canada.ca/data/en/dataset/4e615eae-b90c-420b-adee-2ca35896caf6.jsonld", + "type": "application/json", + "title": "Land cover of Canada metadata", + "roles": [ + "metadata" + ] + }, + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/nrcan-landcover.png", + "type": "image/png", + "title": "Land cover of Canada thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/nrcan-landcover.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": false + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } +} \ No newline at end of file diff --git a/datasets/planet-nicfi-analytic/collection/description.md b/datasets/planet-nicfi-analytic/collection/description.md new file mode 100644 index 000000000..5c07d5591 --- /dev/null +++ b/datasets/planet-nicfi-analytic/collection/description.md @@ -0,0 +1,16 @@ +*Note: Assets in this collection are only available to winners of the [GEO-Microsoft Planetary Computer RFP](https://www.earthobservations.org/geo_blog_obs.php?id=528). Others wishing to use the data can sign up and access it from Planet at [https://www.planet.com/nicfi/](https://www.planet.com/nicfi/) and email [planetarycomputer@microsoft.com](mailto:planetarycomputer@microsoft.com).* + +Through Norway’s International Climate & Forests Initiative (NICFI), users can access Planet’s high-resolution, analysis-ready mosaics of the world’s tropics in order to help reduce and reverse the loss of tropical forests, combat climate change, conserve biodiversity, and facilitate sustainable development. + +In support of NICFI’s mission, you can use this data for a number of projects including, but not limited to: + +* Advance scientific research about the world’s tropical forests and the critical services they provide. +* Implement and improve policies for sustainable forest management and land use in developing tropical forest countries and jurisdictions. +* Increase transparency and accountability in the tropics. +* Protect and improve the rights of indigenous peoples and local communities in tropical forest countries. +* Innovate solutions towards reducing pressure on forests from global commodities and financial markets. +* In short, the primary purpose of the NICFI Program is to support reducing and reversing the loss of tropical forests, contributing to combating climate change, conserving biodiversity, contributing to forest regrowth, restoration, and enhancement, and facilitating sustainable development, all of which must be Non-Commercial Use. + +To learn how more about the NICFI program, streaming and downloading basemaps please read the [NICFI Data Program User Guide](https://assets.planet.com/docs/NICFI_UserGuidesFAQ.pdf). + +This collection contains both monthly and biannual mosaics. Biannual mosaics are available from December 2015 - August 2020. Monthly mosaics are available from September 2020. The STAC items include a `planet-nicfi:cadence` field indicating the type of mosaic. \ No newline at end of file diff --git a/datasets/planet-nicfi-analytic/collection/template.json b/datasets/planet-nicfi-analytic/collection/template.json new file mode 100644 index 000000000..5d1d95061 --- /dev/null +++ b/datasets/planet-nicfi-analytic/collection/template.json @@ -0,0 +1,173 @@ +{ + "type": "Collection", + "id": "planet-nicfi-analytic", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://assets.planet.com/docs/Planet_ParticipantLicenseAgreement_NICFI.pdf", + "type": "application/pdf", + "title": "Participant License Agreement." + }, + { + "rel": "documentation", + "href": "https://assets.planet.com/docs/NICFI_UserGuidesFAQ.pdf", + "type": "application/pdf", + "title": "Participant License Agreement." + }, + { + "rel": "documentation", + "href": "https://www.planet.com/nicfi/", + "type": "text/html", + "title": "NICFI Program - Satellite Imagery and Monitoring | Planet" + }, + { + "rel": "documentation", + "href": "https://developers.planet.com/nicfi/", + "type": "text/html", + "title": "NICFI Program Resource Center" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/planet-nicfi-analytic", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], + "item_assets": { + "data": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Data", + "description": "a 'ground truth' representation of spatially accurate data with minimized effects of atmosphere and sensor characteristics" + }, + "thumbnail": { + "type": "image/png", + "roles": [ + "thumbnail" + ], + "title": "Thumbnail" + } + }, + "msft:group_id": "planet-nicfi", + "msft:container": "nicfi", + "msft:storage_account": "planet", + "msft:short_description": "Planet's high-resolution, analysis-ready mosaics of the world's tropics", + "msft:region": "westeurope", + "title": "Planet-NICFI Basemaps (Analytic)", + "extent": { + "spatial": { + "bbox": [ + [ + -180.0, + -34.161818157002, + 180.0, + 30.145127179625 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2015-12-01T00:00:00Z", + null + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "Planet", + "NICFI", + "Satellite", + "Tropics", + "Imagery" + ], + "providers": [ + { + "name": "Planet", + "description": "Contact Planet at [planet.com/contact-sales](https://www.planet.com/contact-sales/)", + "roles": [ + "processor", + "producer", + "licensor" + ], + "url": "http://planet.com" + }, + { + "name": "Microsoft", + "roles": [ + "host" + ], + "url": "https://planetarycomputer.microsoft.com/" + } + ], + "summaries": { + "gsd": [ + 4.77 + ], + "eo:bands": [ + { + "name": "Blue", + "common_name": "blue", + "description": "visible blue" + }, + { + "name": "Green", + "common_name": "green", + "description": "visible green" + }, + { + "name": "Red", + "common_name": "red", + "description": "visible red" + }, + { + "name": "NIR", + "common_name": "nir", + "description": "near-infrared" + } + ], + "planet-nicfi:cadence": [ + "biannual", + "monthly" + ], + "planet-nicfi:percent_covered": { + "minimum": 0, + "maximum": 100 + } + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/planet-nicfi-analytic-thumbnail.png", + "type": "image/png", + "title": "thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/planet-nicfi-analytic.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "AS" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } +} \ No newline at end of file diff --git a/datasets/planet-nicfi-visual/collection/description.md b/datasets/planet-nicfi-visual/collection/description.md new file mode 100644 index 000000000..5c07d5591 --- /dev/null +++ b/datasets/planet-nicfi-visual/collection/description.md @@ -0,0 +1,16 @@ +*Note: Assets in this collection are only available to winners of the [GEO-Microsoft Planetary Computer RFP](https://www.earthobservations.org/geo_blog_obs.php?id=528). Others wishing to use the data can sign up and access it from Planet at [https://www.planet.com/nicfi/](https://www.planet.com/nicfi/) and email [planetarycomputer@microsoft.com](mailto:planetarycomputer@microsoft.com).* + +Through Norway’s International Climate & Forests Initiative (NICFI), users can access Planet’s high-resolution, analysis-ready mosaics of the world’s tropics in order to help reduce and reverse the loss of tropical forests, combat climate change, conserve biodiversity, and facilitate sustainable development. + +In support of NICFI’s mission, you can use this data for a number of projects including, but not limited to: + +* Advance scientific research about the world’s tropical forests and the critical services they provide. +* Implement and improve policies for sustainable forest management and land use in developing tropical forest countries and jurisdictions. +* Increase transparency and accountability in the tropics. +* Protect and improve the rights of indigenous peoples and local communities in tropical forest countries. +* Innovate solutions towards reducing pressure on forests from global commodities and financial markets. +* In short, the primary purpose of the NICFI Program is to support reducing and reversing the loss of tropical forests, contributing to combating climate change, conserving biodiversity, contributing to forest regrowth, restoration, and enhancement, and facilitating sustainable development, all of which must be Non-Commercial Use. + +To learn how more about the NICFI program, streaming and downloading basemaps please read the [NICFI Data Program User Guide](https://assets.planet.com/docs/NICFI_UserGuidesFAQ.pdf). + +This collection contains both monthly and biannual mosaics. Biannual mosaics are available from December 2015 - August 2020. Monthly mosaics are available from September 2020. The STAC items include a `planet-nicfi:cadence` field indicating the type of mosaic. \ No newline at end of file diff --git a/datasets/planet-nicfi-visual/collection/template.json b/datasets/planet-nicfi-visual/collection/template.json new file mode 100644 index 000000000..3e697c249 --- /dev/null +++ b/datasets/planet-nicfi-visual/collection/template.json @@ -0,0 +1,168 @@ +{ + "type": "Collection", + "id": "planet-nicfi-visual", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://assets.planet.com/docs/Planet_ParticipantLicenseAgreement_NICFI.pdf", + "type": "application/pdf", + "title": "Participant License Agreement." + }, + { + "rel": "documentation", + "href": "https://assets.planet.com/docs/NICFI_UserGuidesFAQ.pdf", + "type": "application/pdf", + "title": "Participant License Agreement." + }, + { + "rel": "documentation", + "href": "https://www.planet.com/nicfi/", + "type": "text/html", + "title": "NICFI Program - Satellite Imagery and Monitoring | Planet" + }, + { + "rel": "documentation", + "href": "https://developers.planet.com/nicfi/", + "type": "text/html", + "title": "NICFI Program Resource Center" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/planet-nicfi-visual", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], + "item_assets": { + "data": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Data", + "description": "a 'true-colour' representation of spatially accurate data with minimized haze, illumination, and topographic effects" + }, + "thumbnail": { + "type": "image/png", + "roles": [ + "thumbnail" + ], + "title": "Thumbnail" + } + }, + "msft:group_id": "planet-nicfi", + "msft:container": "nicfi", + "msft:storage_account": "planet", + "msft:short_description": "Planet's high-resolution, analysis-ready mosaics of the world's tropics", + "msft:region": "westeurope", + "title": "Planet-NICFI Basemaps (Visual)", + "extent": { + "spatial": { + "bbox": [ + [ + -180.0, + -34.161818157002, + 180.0, + 30.145127179625 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2015-12-01T00:00:00Z", + null + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "Planet", + "NICFI", + "Satellite", + "Tropics", + "Imagery" + ], + "providers": [ + { + "name": "Planet", + "description": "Contact Planet at [planet.com/contact-sales](https://www.planet.com/contact-sales/)", + "roles": [ + "processor", + "producer", + "licensor" + ], + "url": "http://planet.com" + }, + { + "name": "Microsoft", + "roles": [ + "host" + ], + "url": "https://planetarycomputer.microsoft.com/" + } + ], + "summaries": { + "gsd": [ + 4.77 + ], + "eo:bands": [ + { + "name": "Red", + "common_name": "red", + "description": "visible red" + }, + { + "name": "Green", + "common_name": "green", + "description": "visible green" + }, + { + "name": "Blue", + "common_name": "blue", + "description": "visible blue" + } + ], + "planet-nicfi:cadence": [ + "biannual", + "monthly" + ], + "planet-nicfi:percent_covered": { + "minimum": 0, + "maximum": 100 + } + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/planet-nicfi-visual-thumbnail.png", + "type": "image/png", + "title": "thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/planet-nicfi-visual.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "AS" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } +} \ No newline at end of file diff --git a/datasets/sentinel-1-grd/collection/template.json b/datasets/sentinel-1-grd/collection/template.json index ddc198f55..348ba10da 100755 --- a/datasets/sentinel-1-grd/collection/template.json +++ b/datasets/sentinel-1-grd/collection/template.json @@ -1,368 +1,374 @@ { - "type": "Collection", - "stac_version": "1.0.0", - "id": "sentinel-1-grd", - "title": "Sentinel 1 Level-1 Ground Range Detected (GRD)", - "msft:short_description": "Sentinel-1 Level-1 Ground Range Detected (GRD) products consist of focused SAR data that has been detected, multi-looked and projected to ground range using an Earth ellipsoid model.", - "description": "{{ collection.description }}", - "msft:storage_account": "sentinel1euwest", - "msft:container": "s1-grd", - "msft:group_id": "sentinel-1", - "msft:region": "westeurope", - "license": "proprietary", - "links": [ - { - "rel": "license", - "title": "Copernicus Sentinel data terms", - "href": "https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice" - } - ], - "stac_extensions": [ - "https://stac-extensions.github.io/sar/v1.0.0/schema.json", - "https://stac-extensions.github.io/sat/v1.0.0/schema.json", - "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", - "https://stac-extensions.github.io/table/v1.2.0/schema.json" - ], - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -90, - 180, - 90 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2014-10-10T00:28:21Z", - null - ] - ] - } - }, - "keywords": [ - "ESA", - "Copernicus", - "Sentinel", - "C-Band", - "SAR", - "GRD" - ], - "providers": [ - { - "name": "ESA", - "roles": [ - "producer", - "processor", - "licensor" - ], - "url": "https://earth.esa.int/web/guest/home" - }, - { - "name": "Microsoft", - "roles": [ - "host" - ], - "url": "https://planetarycomputer.microsoft.com" - } - ], - "assets": { - "thumbnail": { - "title": "Sentinel 1 GRD", - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-1-grd.png", - "type": "image/png", - "roles": [ - "thumbnail" - ] - }, - "geoparquet-items": { - "href": "abfs://items/sentinel-1-grd.parquet", - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "table:storage_options": { - "account_name": "pcstacitems" - }, - "msft:partition_info": { - "is_partitioned": true, - "partition_frequency": "MS" - } - } - }, - "summaries": { - "constellation": [ - "Sentinel-1" - ], - "platform": [ - "SENTINEL-1A", - "SENTINEL-1B", - "SENTINEL-1C" - ], - "sar:frequency_band": [ - "C" - ], - "sar:center_frequency": [ - 5.405 - ], - "sar:observation_direction": [ - "right" - ], - "sar:instrument_mode": [ - "IW", - "EW", - "SM" - ], - "sar:polarizations": [ - [ - "VV", - "VH" - ], - [ - "HH", - "HV" - ], - [ - "VV" - ], - [ - "VH" - ], - [ - "HH" - ], - [ - "HV" - ] - ], - "sar:product_type": [ - "GRD" - ], - "sar:resolution_range": [ - 20, - 23, - 50, - 93, - 9 - ], - "sar:resolution_azimuth": [ - 22, - 23, - 50, - 87, - 9 - ], - "sar:pixel_spacing_range": [ - 10, - 25, - 40, - 3.5 - ], - "sar:pixel_spacing_azimuth": [ - 10, - 25, - 40, - 3.5 - ], - "sar:looks_range": [ - 5, - 6, - 3, - 2 - ], - "sar:looks_azimuth": [ - 1, - 6, - 2 + "type": "Collection", + "id": "sentinel-1-grd", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://sentinel.esa.int/documents/247904/690755/Sentinel_Data_Legal_Notice", + "title": "Copernicus Sentinel data terms" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/sentinel-1-grd", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } ], - "sar:looks_equivalent_number": [ - 4.4, - 29.7, - 2.7, - 10.7, - 3.7 + "stac_extensions": [ + "https://stac-extensions.github.io/sar/v1.0.0/schema.json", + "https://stac-extensions.github.io/sat/v1.0.0/schema.json", + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" ], - "sat:platform_international_designator": [ - "2014-016A", - "2016-025A", - "0000-000A" - ], - "sat:orbit_state": [ - "ascending", - "descending" - ], - "s1:product_timeliness": [ - "NRT-10m", - "NRT-1h", - "NRT-3h", - "Fast-24h", - "Off-line", - "Reprocessing" - ], - "s1:processing_level": [ - "1" - ], - "s1:resolution": [ - "full", - "high", - "medium" - ], - "s1:orbit_source": [ - "DOWNLINK", - "POEORB", - "PREORB", - "RESORB" - ] - }, - "item_assets": { - "safe-manifest": { - "type": "application/xml", - "title": "Manifest File", - "description": "General product metadata in XML format. Contains a high-level textual description of the product and references to all of product's components, the product metadata, including the product identification and the resource references, and references to the physical location of each component file contained in the product.", - "roles": [ - "metadata" - ] - }, - "thumbnail": { - "type": "image/png", - "title": "Preview Image", - "description": "An averaged, decimated preview image in PNG format. Single polarisation products are represented with a grey scale image. Dual polarisation products are represented by a single composite colour image in RGB with the red channel (R) representing the co-polarisation VV or HH), the green channel (G) represents the cross-polarisation (VH or HV) and the blue channel (B) represents the ratio of the cross an co-polarisations.", - "roles": [ - "thumbnail" - ] - }, - "vh": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "VH: vertical transmit, horizontal receive", - "description": "Amplitude of signal transmitted with vertical polarization and received with horizontal polarization with radiometric terrain correction applied.", - "roles": [ - "data" - ] - }, - "schema-product-vh": { - "type": "application/xml", - "title": "Product Schema", - "description": "Describes the main characteristics corresponding to the band: state of the platform during acquisition, image properties, Doppler information, geographic location, etc.", - "roles": [ - "metadata" - ] - }, - "schema-calibration-vh": { - "type": "application/xml", - "title": "Calibration Schema", - "description": "Calibration metadata including calibration information and the beta nought, sigma nought, gamma and digital number look-up tables that can be used for absolute product calibration.", - "roles": [ - "metadata" - ] - }, - "schema-noise-vh": { - "type": "application/xml", - "title": "Noise Schema", - "description": "Estimated thermal noise look-up tables", - "roles": [ - "metadata" - ] - }, - "vv": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "VV: vertical transmit, vertical receive", - "description": "Amplitude of signal transmitted with vertical polarization and received with vertical polarization with radiometric terrain correction applied.", - "roles": [ - "data" - ] + "item_assets": { + "hh": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "HH: horizontal transmit, horizontal receive", + "description": "Amplitude of signal transmitted with horizontal polarization and received with horizontal polarization with radiometric terrain correction applied." + }, + "hv": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "HV: horizontal transmit, vertical receive", + "description": "Amplitude of signal transmitted with horizontal polarization and received with vertical polarization with radiometric terrain correction applied." + }, + "vh": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "VH: vertical transmit, horizontal receive", + "description": "Amplitude of signal transmitted with vertical polarization and received with horizontal polarization with radiometric terrain correction applied." + }, + "vv": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "VV: vertical transmit, vertical receive", + "description": "Amplitude of signal transmitted with vertical polarization and received with vertical polarization with radiometric terrain correction applied." + }, + "thumbnail": { + "type": "image/png", + "roles": [ + "thumbnail" + ], + "title": "Preview Image", + "description": "An averaged, decimated preview image in PNG format. Single polarisation products are represented with a grey scale image. Dual polarisation products are represented by a single composite colour image in RGB with the red channel (R) representing the co-polarisation VV or HH), the green channel (G) represents the cross-polarisation (VH or HV) and the blue channel (B) represents the ratio of the cross an co-polarisations." + }, + "safe-manifest": { + "type": "application/xml", + "roles": [ + "metadata" + ], + "title": "Manifest File", + "description": "General product metadata in XML format. Contains a high-level textual description of the product and references to all of product's components, the product metadata, including the product identification and the resource references, and references to the physical location of each component file contained in the product." + }, + "schema-noise-hh": { + "type": "application/xml", + "roles": [ + "metadata" + ], + "title": "Noise Schema", + "description": "Estimated thermal noise look-up tables" + }, + "schema-noise-hv": { + "type": "application/xml", + "roles": [ + "metadata" + ], + "title": "Noise Schema", + "description": "Estimated thermal noise look-up tables" + }, + "schema-noise-vh": { + "type": "application/xml", + "roles": [ + "metadata" + ], + "title": "Noise Schema", + "description": "Estimated thermal noise look-up tables" + }, + "schema-noise-vv": { + "type": "application/xml", + "roles": [ + "metadata" + ], + "title": "Noise Schema", + "description": "Estimated thermal noise look-up tables" + }, + "schema-product-hh": { + "type": "application/xml", + "roles": [ + "metadata" + ], + "title": "Product Schema", + "description": "Describes the main characteristics corresponding to the band: state of the platform during acquisition, image properties, Doppler information, geographic location, etc." + }, + "schema-product-hv": { + "type": "application/xml", + "roles": [ + "metadata" + ], + "title": "Product Schema", + "description": "Describes the main characteristics corresponding to the band: state of the platform during acquisition, image properties, Doppler information, geographic location, etc." + }, + "schema-product-vh": { + "type": "application/xml", + "roles": [ + "metadata" + ], + "title": "Product Schema", + "description": "Describes the main characteristics corresponding to the band: state of the platform during acquisition, image properties, Doppler information, geographic location, etc." + }, + "schema-product-vv": { + "type": "application/xml", + "roles": [ + "metadata" + ], + "title": "Product Schema", + "description": "Describes the main characteristics corresponding to the band: state of the platform during acquisition, image properties, Doppler information, geographic location, etc." + }, + "schema-calibration-hh": { + "type": "application/xml", + "roles": [ + "metadata" + ], + "title": "Calibration Schema", + "description": "Calibration metadata including calibration information and the beta nought, sigma nought, gamma and digital number look-up tables that can be used for absolute product calibration." + }, + "schema-calibration-hv": { + "type": "application/xml", + "roles": [ + "metadata" + ], + "title": "Calibration Schema", + "description": "Calibration metadata including calibration information and the beta nought, sigma nought, gamma and digital number look-up tables that can be used for absolute product calibration." + }, + "schema-calibration-vh": { + "type": "application/xml", + "roles": [ + "metadata" + ], + "title": "Calibration Schema", + "description": "Calibration metadata including calibration information and the beta nought, sigma nought, gamma and digital number look-up tables that can be used for absolute product calibration." + }, + "schema-calibration-vv": { + "type": "application/xml", + "roles": [ + "metadata" + ], + "title": "Calibration Schema", + "description": "Calibration metadata including calibration information and the beta nought, sigma nought, gamma and digital number look-up tables that can be used for absolute product calibration." + } }, - "schema-product-vv": { - "type": "application/xml", - "title": "Product Schema", - "description": "Describes the main characteristics corresponding to the band: state of the platform during acquisition, image properties, Doppler information, geographic location, etc.", - "roles": [ - "metadata" - ] + "msft:group_id": "sentinel-1", + "msft:container": "s1-grd", + "msft:storage_account": "sentinel1euwest", + "msft:short_description": "Sentinel-1 Level-1 Ground Range Detected (GRD) products consist of focused SAR data that has been detected, multi-looked and projected to ground range using an Earth ellipsoid model.", + "msft:region": "westeurope", + "title": "Sentinel 1 Level-1 Ground Range Detected (GRD)", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2014-10-10T00:28:21Z", + null + ] + ] + } }, - "schema-calibration-vv": { - "type": "application/xml", - "title": "Calibration Schema", - "description": "Calibration metadata including calibration information and the beta nought, sigma nought, gamma and digital number look-up tables that can be used for absolute product calibration.", - "roles": [ - "metadata" - ] - }, - "schema-noise-vv": { - "type": "application/xml", - "title": "Noise Schema", - "description": "Estimated thermal noise look-up tables", - "roles": [ - "metadata" - ] - }, - "hh": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "HH: horizontal transmit, horizontal receive", - "description": "Amplitude of signal transmitted with horizontal polarization and received with horizontal polarization with radiometric terrain correction applied.", - "roles": [ - "data" - ] - }, - "schema-product-hh": { - "type": "application/xml", - "title": "Product Schema", - "description": "Describes the main characteristics corresponding to the band: state of the platform during acquisition, image properties, Doppler information, geographic location, etc.", - "roles": [ - "metadata" - ] - }, - "schema-calibration-hh": { - "type": "application/xml", - "title": "Calibration Schema", - "description": "Calibration metadata including calibration information and the beta nought, sigma nought, gamma and digital number look-up tables that can be used for absolute product calibration.", - "roles": [ - "metadata" - ] - }, - "schema-noise-hh": { - "type": "application/xml", - "title": "Noise Schema", - "description": "Estimated thermal noise look-up tables", - "roles": [ - "metadata" - ] - }, - "hv": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "HV: horizontal transmit, vertical receive", - "description": "Amplitude of signal transmitted with horizontal polarization and received with vertical polarization with radiometric terrain correction applied.", - "roles": [ - "data" - ] - }, - "schema-product-hv": { - "type": "application/xml", - "title": "Product Schema", - "description": "Describes the main characteristics corresponding to the band: state of the platform during acquisition, image properties, Doppler information, geographic location, etc.", - "roles": [ - "metadata" - ] - }, - "schema-calibration-hv": { - "type": "application/xml", - "title": "Calibration Schema", - "description": "Calibration metadata including calibration information and the beta nought, sigma nought, gamma and digital number look-up tables that can be used for absolute product calibration.", - "roles": [ - "metadata" - ] + "license": "proprietary", + "keywords": [ + "ESA", + "Copernicus", + "Sentinel", + "C-Band", + "SAR", + "GRD" + ], + "providers": [ + { + "name": "ESA", + "roles": [ + "producer", + "processor", + "licensor" + ], + "url": "https://earth.esa.int/web/guest/home" + }, + { + "name": "Microsoft", + "roles": [ + "host" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "platform": [ + "SENTINEL-1A", + "SENTINEL-1B", + "SENTINEL-1C" + ], + "constellation": [ + "Sentinel-1" + ], + "s1:resolution": [ + "full", + "high", + "medium" + ], + "s1:orbit_source": [ + "DOWNLINK", + "POEORB", + "PREORB", + "RESORB" + ], + "sar:looks_range": [ + 5, + 6, + 3, + 2 + ], + "sat:orbit_state": [ + "ascending", + "descending" + ], + "sar:product_type": [ + "GRD" + ], + "sar:looks_azimuth": [ + 1, + 6, + 2 + ], + "sar:polarizations": [ + [ + "VV", + "VH" + ], + [ + "HH", + "HV" + ], + [ + "VV" + ], + [ + "VH" + ], + [ + "HH" + ], + [ + "HV" + ] + ], + "sar:frequency_band": [ + "C" + ], + "s1:processing_level": [ + "1" + ], + "sar:instrument_mode": [ + "IW", + "EW", + "SM" + ], + "sar:center_frequency": [ + 5.405 + ], + "sar:resolution_range": [ + 20, + 23, + 50, + 93, + 9 + ], + "s1:product_timeliness": [ + "NRT-10m", + "NRT-1h", + "NRT-3h", + "Fast-24h", + "Off-line", + "Reprocessing" + ], + "sar:resolution_azimuth": [ + 22, + 23, + 50, + 87, + 9 + ], + "sar:pixel_spacing_range": [ + 10, + 25, + 40, + 3.5 + ], + "sar:observation_direction": [ + "right" + ], + "sar:pixel_spacing_azimuth": [ + 10, + 25, + 40, + 3.5 + ], + "sar:looks_equivalent_number": [ + 4.4, + 29.7, + 2.7, + 10.7, + 3.7 + ], + "sat:platform_international_designator": [ + "2014-016A", + "2016-025A", + "0000-000A" + ] }, - "schema-noise-hv": { - "type": "application/xml", - "title": "Noise Schema", - "description": "Estimated thermal noise look-up tables", - "roles": [ - "metadata" - ] + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-1-grd.png", + "type": "image/png", + "title": "Sentinel 1 GRD", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/sentinel-1-grd.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "MS" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } } - } } \ No newline at end of file diff --git a/datasets/sentinel-1-rtc/collection/template.json b/datasets/sentinel-1-rtc/collection/template.json index 962bf6898..f04a073f9 100755 --- a/datasets/sentinel-1-rtc/collection/template.json +++ b/datasets/sentinel-1-rtc/collection/template.json @@ -1,254 +1,260 @@ { - "type": "Collection", - "stac_version": "1.0.0", - "id": "sentinel-1-rtc", - "title": "Sentinel 1 Radiometrically Terrain Corrected (RTC)", - "msft:short_description": "Radiometrically terrain corrected SAR imagery derived from the Sentinel 1 Level 1 GRD product.", - "description": "{{ collection.description }}", - "msft:storage_account": "sentinel1euwestrtc", - "msft:container": "sentinel1-grd-rtc", - "msft:region": "westeurope", - "msft:requires_account": true, - "msft:group_id": "sentinel-1", - "license": "CC-BY-4.0", - "links": [ - { - "rel": "license", - "href": "https://creativecommons.org/licenses/by/4.0/", - "title": "CC BY 4.0" - } - ], - "stac_extensions": [ - "https://stac-extensions.github.io/sar/v1.0.0/schema.json", - "https://stac-extensions.github.io/sat/v1.0.0/schema.json", - "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", - "https://stac-extensions.github.io/table/v1.2.0/schema.json" - ], - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -90, - 180, - 90 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2014-10-10T00:28:21Z", - null - ] - ] - } - }, - "keywords": [ - "ESA", - "Copernicus", - "Sentinel", - "C-Band", - "SAR", - "RTC" - ], - "providers": [ - { - "name": "Catalyst", - "roles": [ - "processor" - ], - "url": "https://catalyst.earth" - }, - { - "name": "Microsoft", - "roles": [ - "host", - "licensor" - ], - "url": "https://planetarycomputer.microsoft.com" - } - ], - "assets": { - "thumbnail": { - "title": "Sentinel 1 RTC", - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-1-rtc.png", - "type": "image/png", - "roles": [ - "thumbnail" - ] - }, - "geoparquet-items": { - "href": "abfs://items/sentinel-1-rtc.parquet", - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "table:storage_options": { - "account_name": "pcstacitems" - }, - "msft:partition_info": { - "is_partitioned": true, - "partition_frequency": "MS" - } - } - }, - "summaries": { - "constellation": [ - "Sentinel-1" - ], - "platform": [ - "SENTINEL-1A", - "SENTINEL-1B", - "SENTINEL-1C" - ], - "sar:frequency_band": [ - "C" - ], - "sar:center_frequency": [ - 5.405 - ], - "sar:observation_direction": [ - "right" - ], - "sar:instrument_mode": [ - "IW" - ], - "sar:polarizations": [ - [ - "VV", - "VH" - ], - [ - "HH", - "HV" - ], - [ - "VV" - ], - [ - "VH" - ], - [ - "HH" - ] - ], - "sar:product_type": [ - "GRD" - ], - "sar:resolution_range": [ - 20 - ], - "sar:resolution_azimuth": [ - 22 - ], - "sar:pixel_spacing_range": [ - 10 - ], - "sar:pixel_spacing_azimuth": [ - 10 - ], - "sar:looks_range": [ - 5 - ], - "sar:looks_azimuth": [ - 1 - ], - "sar:looks_equivalent_number": [ - 4.4 - ], - "sat:platform_international_designator": [ - "2014-016A", - "2016-025A", - "0000-000A" - ], - "sat:orbit_state": [ - "ascending", - "descending" - ], - "s1:product_timeliness": [ - "NRT-10m", - "NRT-1h", - "NRT-3h", - "Fast-24h", - "Off-line", - "Reprocessing" - ], - "s1:processing_level": [ - "1" + "type": "Collection", + "id": "sentinel-1-rtc", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://creativecommons.org/licenses/by/4.0/", + "title": "CC BY 4.0" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/sentinel-1-rtc", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } ], - "s1:resolution": [ - "high" + "stac_extensions": [ + "https://stac-extensions.github.io/sar/v1.0.0/schema.json", + "https://stac-extensions.github.io/sat/v1.0.0/schema.json", + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" ], - "s1:orbit_source": [ - "DOWNLINK", - "POEORB", - "PREORB", - "RESORB" - ] - }, - "item_assets": { - "vv": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "VV: vertical transmit, vertical receive", - "description": "Terrain-corrected gamma naught values of signal transmitted with vertical polarization and received with vertical polarization with radiometric terrain correction applied.", - "raster:bands": [ - { - "data_type": "float32", - "spatial_resolution": 10.0, - "nodata": -32768 + "item_assets": { + "hh": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "HH: horizontal transmit, horizontal receive", + "description": "Terrain-corrected gamma naught values of signal transmitted with horizontal polarization and received with horizontal polarization with radiometric terrain correction applied.", + "raster:bands": [ + { + "nodata": -32768, + "data_type": "float32", + "spatial_resolution": 10 + } + ] + }, + "hv": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "HV: horizontal transmit, vertical receive", + "description": "Terrain-corrected gamma naught values of signal transmitted with horizontal polarization and received with vertical polarization with radiometric terrain correction applied.", + "raster:bands": [ + { + "nodata": -32768, + "data_type": "float32", + "spatial_resolution": 10 + } + ] + }, + "vh": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "VH: vertical transmit, horizontal receive", + "description": "Terrain-corrected gamma naught values of signal transmitted with vertical polarization and received with horizontal polarization with radiometric terrain correction applied.", + "raster:bands": [ + { + "nodata": -32768, + "data_type": "float32", + "spatial_resolution": 10 + } + ] + }, + "vv": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "VV: vertical transmit, vertical receive", + "description": "Terrain-corrected gamma naught values of signal transmitted with vertical polarization and received with vertical polarization with radiometric terrain correction applied.", + "raster:bands": [ + { + "nodata": -32768, + "data_type": "float32", + "spatial_resolution": 10 + } + ] } - ], - "roles": [ - "data" - ] }, - "vh": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "VH: vertical transmit, horizontal receive", - "description": "Terrain-corrected gamma naught values of signal transmitted with vertical polarization and received with horizontal polarization with radiometric terrain correction applied.", - "raster:bands": [ - { - "data_type": "float32", - "spatial_resolution": 10.0, - "nodata": -32768 + "msft:group_id": "sentinel-1", + "msft:container": "sentinel1-grd-rtc", + "msft:storage_account": "sentinel1euwestrtc", + "msft:requires_account": true, + "msft:short_description": "Radiometrically terrain corrected SAR imagery derived from the Sentinel 1 Level 1 GRD product.", + "msft:region": "westeurope", + "title": "Sentinel 1 Radiometrically Terrain Corrected (RTC)", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2014-10-10T00:28:21Z", + null + ] + ] } - ], - "roles": [ - "data" - ] }, - "hh": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "HH: horizontal transmit, horizontal receive", - "description": "Terrain-corrected gamma naught values of signal transmitted with horizontal polarization and received with horizontal polarization with radiometric terrain correction applied.", - "raster:bands": [ + "license": "CC-BY-4.0", + "keywords": [ + "ESA", + "Copernicus", + "Sentinel", + "C-Band", + "SAR", + "RTC" + ], + "providers": [ { - "data_type": "float32", - "spatial_resolution": 10.0, - "nodata": -32768 + "name": "Catalyst", + "roles": [ + "processor" + ], + "url": "https://catalyst.earth" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "licensor" + ], + "url": "https://planetarycomputer.microsoft.com" } - ], - "roles": [ - "data" - ] + ], + "summaries": { + "platform": [ + "SENTINEL-1A", + "SENTINEL-1B", + "SENTINEL-1C" + ], + "constellation": [ + "Sentinel-1" + ], + "s1:resolution": [ + "high" + ], + "s1:orbit_source": [ + "DOWNLINK", + "POEORB", + "PREORB", + "RESORB" + ], + "sar:looks_range": [ + 5 + ], + "sat:orbit_state": [ + "ascending", + "descending" + ], + "sar:product_type": [ + "GRD" + ], + "sar:looks_azimuth": [ + 1 + ], + "sar:polarizations": [ + [ + "VV", + "VH" + ], + [ + "HH", + "HV" + ], + [ + "VV" + ], + [ + "VH" + ], + [ + "HH" + ] + ], + "sar:frequency_band": [ + "C" + ], + "s1:processing_level": [ + "1" + ], + "sar:instrument_mode": [ + "IW" + ], + "sar:center_frequency": [ + 5.405 + ], + "sar:resolution_range": [ + 20 + ], + "s1:product_timeliness": [ + "NRT-10m", + "NRT-1h", + "NRT-3h", + "Fast-24h", + "Off-line", + "Reprocessing" + ], + "sar:resolution_azimuth": [ + 22 + ], + "sar:pixel_spacing_range": [ + 10 + ], + "sar:observation_direction": [ + "right" + ], + "sar:pixel_spacing_azimuth": [ + 10 + ], + "sar:looks_equivalent_number": [ + 4.4 + ], + "sat:platform_international_designator": [ + "2014-016A", + "2016-025A", + "0000-000A" + ] }, - "hv": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "HV: horizontal transmit, vertical receive", - "description": "Terrain-corrected gamma naught values of signal transmitted with horizontal polarization and received with vertical polarization with radiometric terrain correction applied.", - "raster:bands": [ - { - "data_type": "float32", - "spatial_resolution": 10.0, - "nodata": -32768 + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-1-rtc.png", + "type": "image/png", + "title": "Sentinel 1 RTC", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/sentinel-1-rtc.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "MS" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] } - ], - "roles": [ - "data" - ] } - } } \ No newline at end of file diff --git a/datasets/sentinel-2/collection/template.json b/datasets/sentinel-2/collection/template.json index 08b9d672b..0f0b7e435 100644 --- a/datasets/sentinel-2/collection/template.json +++ b/datasets/sentinel-2/collection/template.json @@ -1,527 +1,532 @@ { - "stac_version": "1.0.0", - "type": "Collection", - "id": "sentinel-2-l2a", - "title": "Sentinel-2 Level-2A", - "description": "{{ collection.description }}", - "license": "proprietary", - "links": [ - { - "rel": "license", - "href": "https://scihub.copernicus.eu/twiki/pub/SciHubWebPortal/TermsConditions/Sentinel_Data_Terms_and_Conditions.pdf", - "title": "Copernicus Sentinel data terms" - } - ], - "stac_extensions": [ - "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", - "https://stac-extensions.github.io/table/v1.2.0/schema.json" - ], - "keywords": [ - "Sentinel", - "Copernicus", - "ESA", - "Satellite", - "Global", - "Imagery", - "Reflectance" - ], - "msft:short_description": "The Sentinel-2 program provides global imagery in thirteen spectral bands at 10m-60m resolution and a revisit time of approximately five days. This dataset contains the global Sentinel-2 archive, from 2016 to the present, processed to L2A (bottom-of-atmosphere).", - "msft:storage_account": "sentinel2l2a01", - "msft:container": "sentinel2-l2", - "msft:region": "westeurope", - "providers": [ - { - "name": "ESA", - "roles": [ - "producer", - "licensor" - ], - "url": "https://sentinel.esa.int/web/sentinel/missions/sentinel-2" - }, - { - "name": "Esri", - "roles": [ - "processor" - ], - "url": "https://www.esri.com/" - }, - { - "name": "Microsoft", - "roles": [ - "host", - "processor" - ], - "url": "https://planetarycomputer.microsoft.com" - } - ], - "assets": { - "thumbnail": { - "title": "Sentinel 2 L2A", - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-2.png", - "type": "image/png", - "roles": [ - "thumbnail" - ] - }, - "geoparquet-items": { - "href": "abfs://items/sentinel-2-l2a.parquet", - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "table:storage_options": { - "account_name": "pcstacitems" - }, - "msft:partition_info": { - "is_partitioned": true, - "partition_frequency": "W-MON" - } - } - }, - "summaries": { - "platform": [ - "Sentinel-2A", - "Sentinel-2B", - "Sentinel-2C" - ], - "constellation": [ - "sentinel-2" - ], - "instruments": [ - "msi" - ], - "gsd": [ - 10, - 20, - 60 - ], - "view:off_nadir": [ - 0 - ], - "eo:bands": [ - { - "name": "AOT", - "description": "aerosol optical thickness" - }, - { - "name": "B01", - "common_name": "coastal", - "description": "coastal aerosol", - "center_wavelength": 0.443, - "full_width_half_max": 0.027, - "gsd": 60 - }, - { - "name": "B02", - "common_name": "blue", - "description": "visible blue", - "center_wavelength": 0.49, - "full_width_half_max": 0.098, - "gsd": 10 - }, - { - "name": "B03", - "common_name": "green", - "description": "visible green", - "center_wavelength": 0.56, - "full_width_half_max": 0.045, - "gsd": 10 - }, - { - "name": "B04", - "common_name": "red", - "description": "visible red", - "center_wavelength": 0.665, - "full_width_half_max": 0.038, - "gsd": 10 - }, - { - "name": "B05", - "common_name": "rededge", - "description": "vegetation classification red edge", - "center_wavelength": 0.704, - "full_width_half_max": 0.019, - "gsd": 20 - }, - { - "name": "B06", - "common_name": "rededge", - "description": "vegetation classification red edge", - "center_wavelength": 0.74, - "full_width_half_max": 0.018, - "gsd": 20 - }, - { - "name": "B07", - "common_name": "rededge", - "description": "vegetation classification red edge", - "center_wavelength": 0.783, - "full_width_half_max": 0.028, - "gsd": 20 - }, - { - "name": "B08", - "common_name": "nir", - "description": "near infrared", - "center_wavelength": 0.842, - "full_width_half_max": 0.145, - "gsd": 10 - }, - { - "name": "B8A", - "common_name": "rededge", - "description": "vegetation classification red edge", - "center_wavelength": 0.865, - "full_width_half_max": 0.033, - "gsd": 20 - }, - { - "name": "B09", - "description": "water vapor", - "center_wavelength": 0.945, - "full_width_half_max": 0.026, - "gsd": 60 - }, - { - "name": "B11", - "common_name": "swir16", - "description": "short-wave infrared, snow/ice/cloud classification", - "center_wavelength": 1.61, - "full_width_half_max": 0.143, - "gsd": 20 - }, - { - "name": "B12", - "common_name": "swir22", - "description": "short-wave infrared, snow/ice/cloud classification", - "center_wavelength": 2.19, - "full_width_half_max": 0.242, - "gsd": 20 - } - ] - }, - "item_assets": { - "preview": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Thumbnail", - "roles": [ - "thumbnail" - ] - }, - "safe-manifest": { - "type": "application/xml", - "title": "SAFE manifest", - "roles": [ - "metadata" - ] - }, - "product-metadata": { - "type": "application/xml", - "title": "Product metadata", - "roles": [ - "metadata" - ] - }, - "granule-metadata": { - "type": "application/xml", - "title": "Granule metadata", - "roles": [ - "metadata" - ] - }, - "inspire-metadata": { - "type": "application/xml", - "title": "INSPIRE metadata", - "roles": [ - "metadata" - ] - }, - "datastrip-metadata": { - "type": "application/xml", - "title": "Datastrip metadata", - "roles": [ - "metadata" - ] - }, - "visual": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "True color image", - "eo:bands": [ - { - "name": "B04", - "common_name": "red", - "description": "Band 4 - Red", - "center_wavelength": 0.665, - "full_width_half_max": 0.038 - }, + "type": "Collection", + "id": "sentinel-2-l2a", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ { - "name": "B03", - "common_name": "green", - "description": "Band 3 - Green", - "center_wavelength": 0.56, - "full_width_half_max": 0.045 + "rel": "license", + "href": "https://scihub.copernicus.eu/twiki/pub/SciHubWebPortal/TermsConditions/Sentinel_Data_Terms_and_Conditions.pdf", + "title": "Copernicus Sentinel data terms" }, { - "name": "B02", - "common_name": "blue", - "description": "Band 2 - Blue", - "center_wavelength": 0.49, - "full_width_half_max": 0.098 + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/sentinel-2-l2a", + "type": "text/html", + "title": "Human readable dataset overview and reference" } - ], - "gsd": 10.0, - "roles": [ - "data" - ] - }, - "B01": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Band 1 - Coastal aerosol - 60m", - "eo:bands": [ - { - "name": "B01", - "common_name": "coastal", - "description": "Band 1 - Coastal aerosol", - "center_wavelength": 0.443, - "full_width_half_max": 0.027 - } - ], - "gsd": 60.0, - "roles": [ - "data" - ] - }, - "B02": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Band 2 - Blue - 10m", - "eo:bands": [ - { - "name": "B02", - "common_name": "blue", - "description": "Band 2 - Blue", - "center_wavelength": 0.49, - "full_width_half_max": 0.098 - } - ], - "gsd": 10.0, - "roles": [ - "data" - ] - }, - "B03": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Band 3 - Green - 10m", - "eo:bands": [ - { - "name": "B03", - "common_name": "green", - "description": "Band 3 - Green", - "center_wavelength": 0.56, - "full_width_half_max": 0.045 - } - ], - "gsd": 10.0, - "roles": [ - "data" - ] - }, - "B04": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Band 4 - Red - 10m", - "eo:bands": [ - { - "name": "B04", - "common_name": "red", - "description": "Band 4 - Red", - "center_wavelength": 0.665, - "full_width_half_max": 0.038 - } - ], - "gsd": 10.0, - "roles": [ - "data" - ] - }, - "B05": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Band 5 - Vegetation red edge 1 - 20m", - "eo:bands": [ - { - "name": "B05", - "common_name": "rededge", - "description": "Band 5 - Vegetation red edge 1", - "center_wavelength": 0.704, - "full_width_half_max": 0.019 - } - ], - "gsd": 20.0, - "roles": [ - "data" - ] - }, - "B06": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Band 6 - Vegetation red edge 2 - 20m", - "eo:bands": [ - { - "name": "B06", - "common_name": "rededge", - "description": "Band 6 - Vegetation red edge 2", - "center_wavelength": 0.74, - "full_width_half_max": 0.018 - } - ], - "gsd": 20.0, - "roles": [ - "data" - ] - }, - "B07": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Band 7 - Vegetation red edge 3 - 20m", - "eo:bands": [ - { - "name": "B07", - "common_name": "rededge", - "description": "Band 7 - Vegetation red edge 3", - "center_wavelength": 0.783, - "full_width_half_max": 0.028 - } - ], - "gsd": 20.0, - "roles": [ - "data" - ] - }, - "B08": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Band 8 - NIR - 10m", - "eo:bands": [ - { - "name": "B08", - "common_name": "nir", - "description": "Band 8 - NIR", - "center_wavelength": 0.842, - "full_width_half_max": 0.145 + ], + "stac_extensions": [ + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], + "item_assets": { + "AOT": { + "gsd": 10.0, + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Aerosol optical thickness (AOT)" + }, + "B01": { + "gsd": 60.0, + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Band 1 - Coastal aerosol - 60m", + "eo:bands": [ + { + "name": "B01", + "common_name": "coastal", + "description": "Band 1 - Coastal aerosol", + "center_wavelength": 0.443, + "full_width_half_max": 0.027 + } + ] + }, + "B02": { + "gsd": 10.0, + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Band 2 - Blue - 10m", + "eo:bands": [ + { + "name": "B02", + "common_name": "blue", + "description": "Band 2 - Blue", + "center_wavelength": 0.49, + "full_width_half_max": 0.098 + } + ] + }, + "B03": { + "gsd": 10.0, + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Band 3 - Green - 10m", + "eo:bands": [ + { + "name": "B03", + "common_name": "green", + "description": "Band 3 - Green", + "center_wavelength": 0.56, + "full_width_half_max": 0.045 + } + ] + }, + "B04": { + "gsd": 10.0, + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Band 4 - Red - 10m", + "eo:bands": [ + { + "name": "B04", + "common_name": "red", + "description": "Band 4 - Red", + "center_wavelength": 0.665, + "full_width_half_max": 0.038 + } + ] + }, + "B05": { + "gsd": 20.0, + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Band 5 - Vegetation red edge 1 - 20m", + "eo:bands": [ + { + "name": "B05", + "common_name": "rededge", + "description": "Band 5 - Vegetation red edge 1", + "center_wavelength": 0.704, + "full_width_half_max": 0.019 + } + ] + }, + "B06": { + "gsd": 20.0, + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Band 6 - Vegetation red edge 2 - 20m", + "eo:bands": [ + { + "name": "B06", + "common_name": "rededge", + "description": "Band 6 - Vegetation red edge 2", + "center_wavelength": 0.74, + "full_width_half_max": 0.018 + } + ] + }, + "B07": { + "gsd": 20.0, + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Band 7 - Vegetation red edge 3 - 20m", + "eo:bands": [ + { + "name": "B07", + "common_name": "rededge", + "description": "Band 7 - Vegetation red edge 3", + "center_wavelength": 0.783, + "full_width_half_max": 0.028 + } + ] + }, + "B08": { + "gsd": 10.0, + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Band 8 - NIR - 10m", + "eo:bands": [ + { + "name": "B08", + "common_name": "nir", + "description": "Band 8 - NIR", + "center_wavelength": 0.842, + "full_width_half_max": 0.145 + } + ] + }, + "B09": { + "gsd": 60.0, + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Band 9 - Water vapor - 60m", + "eo:bands": [ + { + "name": "B09", + "description": "Band 9 - Water vapor", + "center_wavelength": 0.945, + "full_width_half_max": 0.026 + } + ] + }, + "B11": { + "gsd": 20.0, + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Band 11 - SWIR (1.6) - 20m", + "eo:bands": [ + { + "name": "B11", + "common_name": "swir16", + "description": "Band 11 - SWIR (1.6)", + "center_wavelength": 1.61, + "full_width_half_max": 0.143 + } + ] + }, + "B12": { + "gsd": 20.0, + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Band 12 - SWIR (2.2) - 20m", + "eo:bands": [ + { + "name": "B12", + "common_name": "swir22", + "description": "Band 12 - SWIR (2.2)", + "center_wavelength": 2.19, + "full_width_half_max": 0.242 + } + ] + }, + "B8A": { + "gsd": 20.0, + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Band 8A - Vegetation red edge 4 - 20m", + "eo:bands": [ + { + "name": "B8A", + "common_name": "rededge", + "description": "Band 8A - Vegetation red edge 4", + "center_wavelength": 0.865, + "full_width_half_max": 0.033 + } + ] + }, + "SCL": { + "gsd": 20.0, + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Scene classfication map (SCL)" + }, + "WVP": { + "gsd": 10.0, + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Water vapour (WVP)" + }, + "visual": { + "gsd": 10.0, + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "True color image", + "eo:bands": [ + { + "name": "B04", + "common_name": "red", + "description": "Band 4 - Red", + "center_wavelength": 0.665, + "full_width_half_max": 0.038 + }, + { + "name": "B03", + "common_name": "green", + "description": "Band 3 - Green", + "center_wavelength": 0.56, + "full_width_half_max": 0.045 + }, + { + "name": "B02", + "common_name": "blue", + "description": "Band 2 - Blue", + "center_wavelength": 0.49, + "full_width_half_max": 0.098 + } + ] + }, + "preview": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "thumbnail" + ], + "title": "Thumbnail" + }, + "safe-manifest": { + "type": "application/xml", + "roles": [ + "metadata" + ], + "title": "SAFE manifest" + }, + "granule-metadata": { + "type": "application/xml", + "roles": [ + "metadata" + ], + "title": "Granule metadata" + }, + "inspire-metadata": { + "type": "application/xml", + "roles": [ + "metadata" + ], + "title": "INSPIRE metadata" + }, + "product-metadata": { + "type": "application/xml", + "roles": [ + "metadata" + ], + "title": "Product metadata" + }, + "datastrip-metadata": { + "type": "application/xml", + "roles": [ + "metadata" + ], + "title": "Datastrip metadata" } - ], - "gsd": 10.0, - "roles": [ - "data" - ] }, - "B8A": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Band 8A - Vegetation red edge 4 - 20m", - "eo:bands": [ - { - "name": "B8A", - "common_name": "rededge", - "description": "Band 8A - Vegetation red edge 4", - "center_wavelength": 0.865, - "full_width_half_max": 0.033 + "msft:container": "sentinel2-l2", + "msft:storage_account": "sentinel2l2a01", + "msft:short_description": "The Sentinel-2 program provides global imagery in thirteen spectral bands at 10m-60m resolution and a revisit time of approximately five days. This dataset contains the global Sentinel-2 archive, from 2016 to the present, processed to L2A (bottom-of-atmosphere).", + "msft:region": "westeurope", + "title": "Sentinel-2 Level-2A", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2015-06-27T10:25:31Z", + null + ] + ] } - ], - "gsd": 20.0, - "roles": [ - "data" - ] }, - "B09": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Band 9 - Water vapor - 60m", - "eo:bands": [ + "license": "proprietary", + "keywords": [ + "Sentinel", + "Copernicus", + "ESA", + "Satellite", + "Global", + "Imagery", + "Reflectance" + ], + "providers": [ { - "name": "B09", - "description": "Band 9 - Water vapor", - "center_wavelength": 0.945, - "full_width_half_max": 0.026 - } - ], - "gsd": 60.0, - "roles": [ - "data" - ] - }, - "B11": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Band 11 - SWIR (1.6) - 20m", - "eo:bands": [ + "name": "ESA", + "roles": [ + "producer", + "licensor" + ], + "url": "https://sentinel.esa.int/web/sentinel/missions/sentinel-2" + }, { - "name": "B11", - "common_name": "swir16", - "description": "Band 11 - SWIR (1.6)", - "center_wavelength": 1.61, - "full_width_half_max": 0.143 - } - ], - "gsd": 20.0, - "roles": [ - "data" - ] - }, - "B12": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Band 12 - SWIR (2.2) - 20m", - "eo:bands": [ + "name": "Esri", + "roles": [ + "processor" + ], + "url": "https://www.esri.com/" + }, { - "name": "B12", - "common_name": "swir22", - "description": "Band 12 - SWIR (2.2)", - "center_wavelength": 2.19, - "full_width_half_max": 0.242 + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" } - ], - "gsd": 20.0, - "roles": [ - "data" - ] - }, - "AOT": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Aerosol optical thickness (AOT)", - "gsd": 10.0, - "roles": [ - "data" - ] - }, - "SCL": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Scene classfication map (SCL)", - "gsd": 20.0, - "roles": [ - "data" - ] - }, - "WVP": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "title": "Water vapour (WVP)", - "gsd": 10.0, - "roles": [ - "data" - ] - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -90, - 180, - 90 + ], + "summaries": { + "gsd": [ + 10, + 20, + 60 + ], + "eo:bands": [ + { + "name": "AOT", + "description": "aerosol optical thickness" + }, + { + "gsd": 60, + "name": "B01", + "common_name": "coastal", + "description": "coastal aerosol", + "center_wavelength": 0.443, + "full_width_half_max": 0.027 + }, + { + "gsd": 10, + "name": "B02", + "common_name": "blue", + "description": "visible blue", + "center_wavelength": 0.49, + "full_width_half_max": 0.098 + }, + { + "gsd": 10, + "name": "B03", + "common_name": "green", + "description": "visible green", + "center_wavelength": 0.56, + "full_width_half_max": 0.045 + }, + { + "gsd": 10, + "name": "B04", + "common_name": "red", + "description": "visible red", + "center_wavelength": 0.665, + "full_width_half_max": 0.038 + }, + { + "gsd": 20, + "name": "B05", + "common_name": "rededge", + "description": "vegetation classification red edge", + "center_wavelength": 0.704, + "full_width_half_max": 0.019 + }, + { + "gsd": 20, + "name": "B06", + "common_name": "rededge", + "description": "vegetation classification red edge", + "center_wavelength": 0.74, + "full_width_half_max": 0.018 + }, + { + "gsd": 20, + "name": "B07", + "common_name": "rededge", + "description": "vegetation classification red edge", + "center_wavelength": 0.783, + "full_width_half_max": 0.028 + }, + { + "gsd": 10, + "name": "B08", + "common_name": "nir", + "description": "near infrared", + "center_wavelength": 0.842, + "full_width_half_max": 0.145 + }, + { + "gsd": 20, + "name": "B8A", + "common_name": "rededge", + "description": "vegetation classification red edge", + "center_wavelength": 0.865, + "full_width_half_max": 0.033 + }, + { + "gsd": 60, + "name": "B09", + "description": "water vapor", + "center_wavelength": 0.945, + "full_width_half_max": 0.026 + }, + { + "gsd": 20, + "name": "B11", + "common_name": "swir16", + "description": "short-wave infrared, snow/ice/cloud classification", + "center_wavelength": 1.61, + "full_width_half_max": 0.143 + }, + { + "gsd": 20, + "name": "B12", + "common_name": "swir22", + "description": "short-wave infrared, snow/ice/cloud classification", + "center_wavelength": 2.19, + "full_width_half_max": 0.242 + } + ], + "platform": [ + "Sentinel-2A", + "Sentinel-2B" + ], + "instruments": [ + "msi" + ], + "constellation": [ + "sentinel-2" + ], + "view:off_nadir": [ + 0 ] - ] }, - "temporal": { - "interval": [ - [ - "2015-06-27T10:25:31Z", - null - ] - ] + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-2.png", + "type": "image/png", + "title": "Sentinel 2 L2A", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/sentinel-2-l2a.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "W-MON" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } } - } } \ No newline at end of file diff --git a/datasets/sentinel-3/collection/sentinel-3-olci-lfr-l2-netcdf/template.json b/datasets/sentinel-3/collection/sentinel-3-olci-lfr-l2-netcdf/template.json index 9e6b55f0c..fbcc324ee 100644 --- a/datasets/sentinel-3/collection/sentinel-3-olci-lfr-l2-netcdf/template.json +++ b/datasets/sentinel-3/collection/sentinel-3-olci-lfr-l2-netcdf/template.json @@ -1,10 +1,8 @@ { - "stac_version": "1.0.0", "type": "Collection", "id": "sentinel-3-olci-lfr-l2-netcdf", - "title": "Sentinel-3 Land (Full Resolution)", + "stac_version": "1.0.0", "description": "{{ collection.description }}", - "license": "proprietary", "links": [ { "rel": "license", @@ -17,6 +15,12 @@ "href": "https://sentinel.esa.int/web/sentinel/user-guides/sentinel-3-olci/product-types/level-2-land", "type": "text/html", "title": "Sentinel-3 Land (LRR and LFR) Product User Guide" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/sentinel-3-olci-lfr-l2-netcdf", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], "stac_extensions": [ @@ -25,163 +29,40 @@ "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", "https://stac-extensions.github.io/eo/v1.1.0/schema.json" ], - "keywords": [ - "ESA", - "Copernicus", - "Sentinel", - "Land", - "Biomass" - ], - "msft:group_id": "sentinel-3", - "msft:short_description": "Sentinel-3 Land Full Resolution vegetation index, chlorophyll index, and water vapor (OLCI LFR).", - "msft:storage_account": "sentinel3euwest", - "msft:container": "sentinel-3", - "msft:region": "westeurope", - "providers": [ - { - "name": "ESA", + "item_assets": { + "iwv": { + "type": "application/x-netcdf", "roles": [ - "producer", - "processor", - "licensor" + "data" ], - "url": "https://earth.esa.int/web/guest/home" - }, - { - "name": "Microsoft", - "roles": [ - "host" + "eo:bands": [ + { + "name": "Oa18", + "description": "Band 18 - Water vapour absorption reference. Common reference band with SLSTR. Vegetation monitoring", + "center_wavelength": 0.885, + "full_width_half_max": 0.01 + }, + { + "name": "Oa19", + "description": "Band 19 - Water vapour absorption, vegetation monitoring (maximum REFLECTANCE)", + "center_wavelength": 0.9, + "full_width_half_max": 0.01 + } ], - "url": "https://planetarycomputer.microsoft.com" - } - ], - "assets": { - "thumbnail": { - "title": "Sentinel-5P Level-2 NetCDF Thumbnail", - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-olci-lfr-l2-netcdf-thumb.png", - "media_type": "image/png" + "description": "Integrated water vapour column" }, - "geoparquet-items": { - "href": "abfs://items/sentinel-3-olci-lfr-l2-netcdf.parquet", - "title": "GeoParquet STAC Items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "type": "application/x-parquet", + "lqsf": { + "type": "application/x-netcdf", "roles": [ - "stac-items" + "data" ], - "table:storage_options": { - "account_name": "pcstacitems" - }, - "msft:partition_info": { - "is_partitioned": true, - "partition_frequency": "MS" - } - } - }, - "summaries": { - "constellation": [ - "Sentinel-3" - ], - "platform": [ - "Sentinel-3A", - "Sentinel-3B" - ], - "instruments": [ - "OLCI" - ], - "sat:platform_international_designator": [ - "2016-011A", - "2018-039A" - ], - "sat:orbit_state": [ - "descending", - "ascending" - ], - "s3:processing_timeliness": [ - "NT" - ], - "s3:product_type": [ - "OL_2_LFR___" - ], - "s3:product_name": [ - "olci-lfr" - ], - "eo:bands": [ - { - "name": "Oa03", - "description": "Band 3 - Chlorophyll absorption maximum, biogeochemistry, vegetation", - "center_wavelength": 0.4425, - "full_width_half_max": 0.01 - }, - { - "name": "Oa10", - "description": "Band 10 - Chlorophyll fluorescence peak, red edge", - "center_wavelength": 0.68125, - "full_width_half_max": 0.0075 - }, - { - "name": "Oa11", - "description": "Band 11 - Chlorophyll fluorescence baseline, red edge transition", - "center_wavelength": 0.70875, - "full_width_half_max": 0.01 - }, - { - "name": "Oa12", - "description": "Band 12 - O2 absorption / clouds, vegetation", - "center_wavelength": 0.75375, - "full_width_half_max": 0.0075 - }, - { - "name": "Oa17", - "description": "Band 17 - Atmospheric / aerosol correction, clouds, pixel co-registration", - "center_wavelength": 0.865, - "full_width_half_max": 0.02 - }, - { - "name": "Oa18", - "description": "Band 18 - Water vapour absorption reference. Common reference band with SLSTR. Vegetation monitoring", - "center_wavelength": 0.885, - "full_width_half_max": 0.01 - }, - { - "name": "Oa19", - "description": "Band 19 - Water vapour absorption, vegetation monitoring (maximum REFLECTANCE)", - "center_wavelength": 0.9, - "full_width_half_max": 0.01 - } - ] - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -90, - 180, - 90 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2016-04-25T11:33:47.368562Z", - null - ] - ] - } - }, - "item_assets": { - "safe-manifest": { - "type": "application/xml", - "description": "SAFE product manifest", - "roles": [ - "metadata" - ] + "description": "Land quality and science flags" }, "ogvi": { "type": "application/x-netcdf", - "description": "OLCI Global Vegetation Index (OGVI)", + "roles": [ + "data" + ], "eo:bands": [ { "name": "Oa03", @@ -202,13 +83,13 @@ "full_width_half_max": 0.02 } ], - "roles": [ - "data" - ] + "description": "OLCI Global Vegetation Index (OGVI)" }, "otci": { "type": "application/x-netcdf", - "description": "OLCI Terrestrial Chlorophyll Index (OTCI)", + "roles": [ + "data" + ], "eo:bands": [ { "name": "Oa10", @@ -229,34 +110,40 @@ "full_width_half_max": 0.0075 } ], - "roles": [ - "data" - ] + "description": "OLCI Terrestrial Chlorophyll Index (OTCI)" }, - "iwv": { + "gifapar": { "type": "application/x-netcdf", - "description": "Integrated water vapour column", + "roles": [ + "data" + ], "eo:bands": [ { - "name": "Oa18", - "description": "Band 18 - Water vapour absorption reference. Common reference band with SLSTR. Vegetation monitoring", - "center_wavelength": 0.885, + "name": "Oa03", + "description": "Band 3 - Chlorophyll absorption maximum, biogeochemistry, vegetation", + "center_wavelength": 0.4425, "full_width_half_max": 0.01 }, { - "name": "Oa19", - "description": "Band 19 - Water vapour absorption, vegetation monitoring (maximum REFLECTANCE)", - "center_wavelength": 0.9, - "full_width_half_max": 0.01 + "name": "Oa10", + "description": "Band 10 - Chlorophyll fluorescence peak, red edge", + "center_wavelength": 0.68125, + "full_width_half_max": 0.0075 + }, + { + "name": "Oa17", + "description": "Band 17 - Atmospheric / aerosol correction, clouds, pixel co-registration", + "center_wavelength": 0.865, + "full_width_half_max": 0.02 } ], - "roles": [ - "data" - ] + "description": "Green instantaneous Fraction of Absorbed Photosynthetically Active Radiation (FAPAR)" }, "rc-ogvi": { "type": "application/x-netcdf", - "description": "Rectified reflectance", + "roles": [ + "data" + ], "eo:bands": [ { "name": "Oa10", @@ -271,91 +158,210 @@ "full_width_half_max": 0.02 } ], - "roles": [ - "data" - ] + "description": "Rectified reflectance" }, - "lqsf": { + "tie-meteo": { "type": "application/x-netcdf", - "description": "Land quality and science flags", "roles": [ "data" - ] + ], + "description": "Tie-point meteo annotations" }, - "time-coordinates": { + "rc-gifapar": { "type": "application/x-netcdf", - "description": "Time coordinate annotations", "roles": [ "data" - ] + ], + "description": "Rectified reflectance" }, - "geo-coordinates": { + "safe-manifest": { + "type": "application/xml", + "roles": [ + "metadata" + ], + "description": "SAFE product manifest" + }, + "tie-geometries": { "type": "application/x-netcdf", - "description": "Geo coordinate annotations", "roles": [ "data" - ] + ], + "description": "Tie-point geometry annotations" }, - "tie-geo-coordinates": { + "geo-coordinates": { "type": "application/x-netcdf", - "description": "Tie-point geo coordinate annotations", "roles": [ "data" - ] + ], + "description": "Geo coordinate annotations" }, - "tie-geometries": { + "instrument-data": { "type": "application/x-netcdf", - "description": "Tie-point geometry annotations", "roles": [ "data" - ] + ], + "description": "Instrument annotations" }, - "tie-meteo": { + "time-coordinates": { "type": "application/x-netcdf", - "description": "Tie-point meteo annotations", "roles": [ "data" - ] + ], + "description": "Time coordinate annotations" }, - "instrument-data": { + "tie-geo-coordinates": { "type": "application/x-netcdf", - "description": "Instrument annotations", "roles": [ "data" + ], + "description": "Tie-point geo coordinate annotations" + } + }, + "msft:region": "westeurope", + "msft:group_id": "sentinel-3", + "msft:container": "sentinel-3", + "msft:storage_account": "sentinel3euwest", + "msft:short_description": "Sentinel-3 Land Full Resolution vegetation index, chlorophyll index, and water vapor (OLCI LFR).", + "title": "Sentinel-3 Land (Full Resolution)", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] ] }, - "gifapar": { - "type": "application/x-netcdf", - "description": "Green instantaneous Fraction of Absorbed Photosynthetically Active Radiation (FAPAR)", - "eo:bands": [ - { - "name": "Oa03", - "description": "Band 3 - Chlorophyll absorption maximum, biogeochemistry, vegetation", - "center_wavelength": 0.4425, - "full_width_half_max": 0.01 - }, - { - "name": "Oa10", - "description": "Band 10 - Chlorophyll fluorescence peak, red edge", - "center_wavelength": 0.68125, - "full_width_half_max": 0.0075 - }, - { - "name": "Oa17", - "description": "Band 17 - Atmospheric / aerosol correction, clouds, pixel co-registration", - "center_wavelength": 0.865, - "full_width_half_max": 0.02 - } + "temporal": { + "interval": [ + [ + "2016-04-25T11:33:47.368562Z", + null + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "ESA", + "Copernicus", + "Sentinel", + "Land", + "Biomass" + ], + "providers": [ + { + "name": "ESA", + "roles": [ + "producer", + "processor", + "licensor" ], + "url": "https://earth.esa.int/web/guest/home" + }, + { + "name": "Microsoft", "roles": [ - "data" - ] + "host" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "eo:bands": [ + { + "name": "Oa03", + "description": "Band 3 - Chlorophyll absorption maximum, biogeochemistry, vegetation", + "center_wavelength": 0.4425, + "full_width_half_max": 0.01 + }, + { + "name": "Oa10", + "description": "Band 10 - Chlorophyll fluorescence peak, red edge", + "center_wavelength": 0.68125, + "full_width_half_max": 0.0075 + }, + { + "name": "Oa11", + "description": "Band 11 - Chlorophyll fluorescence baseline, red edge transition", + "center_wavelength": 0.70875, + "full_width_half_max": 0.01 + }, + { + "name": "Oa12", + "description": "Band 12 - O2 absorption / clouds, vegetation", + "center_wavelength": 0.75375, + "full_width_half_max": 0.0075 + }, + { + "name": "Oa17", + "description": "Band 17 - Atmospheric / aerosol correction, clouds, pixel co-registration", + "center_wavelength": 0.865, + "full_width_half_max": 0.02 + }, + { + "name": "Oa18", + "description": "Band 18 - Water vapour absorption reference. Common reference band with SLSTR. Vegetation monitoring", + "center_wavelength": 0.885, + "full_width_half_max": 0.01 + }, + { + "name": "Oa19", + "description": "Band 19 - Water vapour absorption, vegetation monitoring (maximum REFLECTANCE)", + "center_wavelength": 0.9, + "full_width_half_max": 0.01 + } + ], + "platform": [ + "Sentinel-3A", + "Sentinel-3B" + ], + "instruments": [ + "OLCI" + ], + "constellation": [ + "Sentinel-3" + ], + "s3:product_name": [ + "olci-lfr" + ], + "s3:product_type": [ + "OL_2_LFR___" + ], + "sat:orbit_state": [ + "descending", + "ascending" + ], + "s3:processing_timeliness": [ + "NT" + ], + "sat:platform_international_designator": [ + "2016-011A", + "2018-039A" + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-olci-lfr-l2-netcdf-thumb.png", + "title": "Sentinel-5P Level-2 NetCDF Thumbnail", + "media_type": "image/png" }, - "rc-gifapar": { - "type": "application/x-netcdf", - "description": "Rectified reflectance", + "geoparquet-items": { + "href": "abfs://items/sentinel-3-olci-lfr-l2-netcdf.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC Items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "MS" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, "roles": [ - "data" + "stac-items" ] } } diff --git a/datasets/sentinel-3/collection/sentinel-3-olci-wfr-l2-netcdf/template.json b/datasets/sentinel-3/collection/sentinel-3-olci-wfr-l2-netcdf/template.json index 6ae1e5d1b..abc79a933 100644 --- a/datasets/sentinel-3/collection/sentinel-3-olci-wfr-l2-netcdf/template.json +++ b/datasets/sentinel-3/collection/sentinel-3-olci-wfr-l2-netcdf/template.json @@ -1,10 +1,8 @@ { - "stac_version": "1.0.0", - "id": "sentinel-3-olci-wfr-l2-netcdf", - "title": "Sentinel-3 Water (Full Resolution)", "type": "Collection", + "id": "sentinel-3-olci-wfr-l2-netcdf", + "stac_version": "1.0.0", "description": "{{ collection.description }}", - "license": "proprietary", "links": [ { "rel": "license", @@ -17,6 +15,12 @@ "href": "https://sentinel.esa.int/web/sentinel/user-guides/sentinel-3-olci/product-types/level-2-water", "type": "text/html", "title": "Sentinel-3 Water (LRR and LFR) Product User Guide" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/sentinel-3-olci-wfr-l2-netcdf", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], "stac_extensions": [ @@ -25,299 +29,47 @@ "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", "https://stac-extensions.github.io/eo/v1.1.0/schema.json" ], - "keywords": [ - "ESA", - "Copernicus", - "Sentinel", - "Water", - "Ocean" - ], - "msft:group_id": "sentinel-3", - "msft:short_description": "Sentinel-3 Land Full Resolution water and atmospheric geophysical products (OLCI WFR).", - "msft:storage_account": "sentinel3euwest", - "msft:container": "sentinel-3", - "msft:region": "westeurope", - "providers": [ - { - "name": "ESA", - "roles": [ - "producer", - "processor", - "licensor" - ], - "url": "https://earth.esa.int/web/guest/home" - }, - { - "name": "Microsoft", - "roles": [ - "host" - ], - "url": "https://planetarycomputer.microsoft.com" - } - ], - "assets": { - "thumbnail": { - "title": "Sentinel-3 OLCI WFR L2 NetCDF Thumbnail", - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-olci-wfr-l2-netcdf-thumb.png", - "media_type": "image/png" - }, - "geoparquet-items": { - "href": "abfs://items/sentinel-3-olci-wfr-l2-netcdf.parquet", - "title": "GeoParquet STAC Items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "table:storage_options": { - "account_name": "pcstacitems" - }, - "msft:partition_info": { - "is_partitioned": true, - "partition_frequency": "MS" - } - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -90, - 180, - 90 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2017-11-01T00:07:01.738487Z", - null - ] - ] - } - }, - "summaries": { - "constellation": [ - "Sentinel-3" - ], - "platform": [ - "Sentinel-3A", - "Sentinel-3B" - ], - "instruments": [ - "OLCI" - ], - "sat:platform_international_designator": [ - "2016-011A", - "2018-039A" - ], - "sat:orbit_state": [ - "descending", - "ascending" - ], - "s3:processing_timeliness": [ - "NT" - ], - "s3:product_type": [ - "OL_2_WFR___" - ], - "s3:product_name": [ - "olci-wfr" - ], - "eo:bands": [ - { - "name": "Oa01", - "description": "Band 1 - Aerosol correction, improved water constituent retrieval", - "center_wavelength": 0.4, - "full_width_half_max": 0.015 - }, - { - "name": "Oa02", - "description": "Band 2 - Yellow substance and detrital pigments (turbidity)", - "center_wavelength": 0.4125, - "full_width_half_max": 0.01 - }, - { - "name": "Oa03", - "description": "Band 3 - Chlorophyll absorption maximum, biogeochemistry, vegetation", - "center_wavelength": 0.4425, - "full_width_half_max": 0.01 - }, - { - "name": "Oa04", - "description": "Band 4 - Chlorophyll", - "center_wavelength": 0.49, - "full_width_half_max": 0.01 - }, - { - "name": "Oa05", - "description": "Band 5 - Chlorophyll, sediment, turbidity, red tide", - "center_wavelength": 0.51, - "full_width_half_max": 0.01 - }, - { - "name": "Oa06", - "description": "Band 6 - Chlorophyll reference (minimum)", - "center_wavelength": 0.56, - "full_width_half_max": 0.01 - }, - { - "name": "Oa07", - "description": "Band 7 - Sediment loading", - "center_wavelength": 0.62, - "full_width_half_max": 0.01 - }, - { - "name": "Oa08", - "description": "Band 8 - 2nd Chlorophyll absorption maximum, sediment, yellow substance / vegetation", - "center_wavelength": 0.665, - "full_width_half_max": 0.01 - }, - { - "name": "Oa09", - "description": "Band 9 - Improved fluorescence retrieval", - "center_wavelength": 0.67375, - "full_width_half_max": 0.0075 - }, - { - "name": "Oa10", - "description": "Band 10 - Chlorophyll fluorescence peak, red edge", - "center_wavelength": 0.68125, - "full_width_half_max": 0.0075 - }, - { - "name": "Oa11", - "description": "Band 11 - Chlorophyll fluorescence baseline, red edge transition", - "center_wavelength": 0.70875, - "full_width_half_max": 0.01 - }, - { - "name": "Oa12", - "description": "Band 12 - O2 absorption / clouds, vegetation", - "center_wavelength": 0.75375, - "full_width_half_max": 0.0075 - }, - { - "name": "Oa16", - "description": "Band 16 - Atmospheric / aerosol correction", - "center_wavelength": 0.77875, - "full_width_half_max": 0.015 - }, - { - "name": "Oa17", - "description": "Band 17 - Atmospheric / aerosol correction, clouds, pixel co-registration", - "center_wavelength": 0.865, - "full_width_half_max": 0.02 - }, - { - "name": "Oa18", - "description": "Band 18 - Water vapour absorption reference. Common reference band with SLSTR. Vegetation monitoring", - "center_wavelength": 0.885, - "full_width_half_max": 0.01 - }, - { - "name": "Oa19", - "description": "Band 19 - Water vapour absorption, vegetation monitoring (maximum REFLECTANCE)", - "center_wavelength": 0.9, - "full_width_half_max": 0.01 - }, - { - "name": "Oa21", - "description": "Band 21 - Water vapour absorption, atmospheric / aerosol correction", - "center_wavelength": 1.02, - "full_width_half_max": 0.04 - } - ] - }, "item_assets": { - "safe-manifest": { - "type": "application/xml", - "description": "SAFE product manifest", - "roles": [ - "metadata" - ] - }, - "oa01-reflectance": { + "iwv": { "type": "application/x-netcdf", - "description": "Reflectance for OLCI acquisition band Oa01", - "eo:bands": [ - { - "name": "Oa01", - "description": "Band 1 - Aerosol correction, improved water constituent retrieval", - "center_wavelength": 0.4, - "full_width_half_max": 0.015 - } - ], "roles": [ "data" - ] - }, - "oa02-reflectance": { - "type": "application/x-netcdf", - "description": "Reflectance for OLCI acquisition band Oa02", + ], "eo:bands": [ { - "name": "Oa02", - "description": "Band 2 - Yellow substance and detrital pigments (turbidity)", - "center_wavelength": 0.4125, + "name": "Oa18", + "description": "Band 18 - Water vapour absorption reference. Common reference band with SLSTR. Vegetation monitoring", + "center_wavelength": 0.885, + "full_width_half_max": 0.01 + }, + { + "name": "Oa19", + "description": "Band 19 - Water vapour absorption, vegetation monitoring (maximum REFLECTANCE)", + "center_wavelength": 0.9, "full_width_half_max": 0.01 } ], + "description": "Integrated water vapour column" + }, + "par": { + "type": "application/x-netcdf", "roles": [ "data" - ] + ], + "description": "Photosynthetically active radiation" }, - "oa03-reflectance": { + "trsp": { "type": "application/x-netcdf", - "description": "Reflectance for OLCI acquisition band Oa03", - "eo:bands": [ - { - "name": "Oa03", - "description": "Band 3 - Chlorophyll absorption maximum, biogeochemistry, vegetation", - "center_wavelength": 0.4425, - "full_width_half_max": 0.01 - } - ], "roles": [ "data" - ] - }, - "oa04-reflectance": { - "type": "application/x-netcdf", - "description": "Reflectance for OLCI acquisition band Oa04", + ], "eo:bands": [ { "name": "Oa04", "description": "Band 4 - Chlorophyll", "center_wavelength": 0.49, "full_width_half_max": 0.01 - } - ], - "roles": [ - "data" - ] - }, - "oa05-reflectance": { - "type": "application/x-netcdf", - "description": "Reflectance for OLCI acquisition band Oa05", - "eo:bands": [ - { - "name": "Oa05", - "description": "Band 5 - Chlorophyll, sediment, turbidity, red tide", - "center_wavelength": 0.51, - "full_width_half_max": 0.01 - } - ], - "roles": [ - "data" - ] - }, - "oa06-reflectance": { - "type": "application/x-netcdf", - "description": "Reflectance for OLCI acquisition band Oa06", - "eo:bands": [ + }, { "name": "Oa06", "description": "Band 6 - Chlorophyll reference (minimum)", @@ -325,119 +77,33 @@ "full_width_half_max": 0.01 } ], - "roles": [ - "data" - ] + "description": "Transparency properties of water" }, - "oa07-reflectance": { + "wqsf": { "type": "application/x-netcdf", - "description": "Reflectance for OLCI acquisition band Oa07", - "eo:bands": [ - { - "name": "Oa07", - "description": "Band 7 - Sediment loading", - "center_wavelength": 0.62, - "full_width_half_max": 0.01 - } - ], "roles": [ "data" - ] - }, - "oa08-reflectance": { - "type": "application/x-netcdf", - "description": "Reflectance for OLCI acquisition band Oa08", - "eo:bands": [ - { - "name": "Oa08", - "description": "Band 8 - 2nd Chlorophyll absorption maximum, sediment, yellow substance / vegetation", - "center_wavelength": 0.665, - "full_width_half_max": 0.01 - } ], - "roles": [ - "data" - ] + "description": "Water quality and science flags" }, - "oa09-reflectance": { + "w-aer": { "type": "application/x-netcdf", - "description": "Reflectance for OLCI acquisition band Oa09", - "eo:bands": [ - { - "name": "Oa09", - "description": "Band 9 - Improved fluorescence retrieval", - "center_wavelength": 0.67375, - "full_width_half_max": 0.0075 - } - ], "roles": [ "data" - ] - }, - "oa10-reflectance": { - "type": "application/x-netcdf", - "description": "Reflectance for OLCI acquisition band Oa10", - "eo:bands": [ - { - "name": "Oa10", - "description": "Band 10 - Chlorophyll fluorescence peak, red edge", - "center_wavelength": 0.68125, - "full_width_half_max": 0.0075 - } ], - "roles": [ - "data" - ] - }, - "oa11-reflectance": { - "type": "application/x-netcdf", - "description": "Reflectance for OLCI acquisition band Oa11", "eo:bands": [ { - "name": "Oa11", - "description": "Band 11 - Chlorophyll fluorescence baseline, red edge transition", - "center_wavelength": 0.70875, + "name": "Oa05", + "description": "Band 5 - Chlorophyll, sediment, turbidity, red tide", + "center_wavelength": 0.51, "full_width_half_max": 0.01 - } - ], - "roles": [ - "data" - ] - }, - "oa12-reflectance": { - "type": "application/x-netcdf", - "description": "Reflectance for OLCI acquisition band Oa12", - "eo:bands": [ - { - "name": "Oa12", - "description": "Band 12 - O2 absorption / clouds, vegetation", - "center_wavelength": 0.75375, - "full_width_half_max": 0.0075 - } - ], - "roles": [ - "data" - ] - }, - "oa16-reflectance": { - "type": "application/x-netcdf", - "description": "Reflectance for OLCI acquisition band Oa16", - "eo:bands": [ + }, { - "name": "Oa16", - "description": "Band 16 - Atmospheric / aerosol correction", - "center_wavelength": 0.77875, - "full_width_half_max": 0.015 - } - ], - "roles": [ - "data" - ] - }, - "oa17-reflectance": { - "type": "application/x-netcdf", - "description": "Reflectance for OLCI acquisition band Oa17", - "eo:bands": [ + "name": "Oa06", + "description": "Band 6 - Chlorophyll reference (minimum)", + "center_wavelength": 0.56, + "full_width_half_max": 0.01 + }, { "name": "Oa17", "description": "Band 17 - Atmospheric / aerosol correction, clouds, pixel co-registration", @@ -445,43 +111,13 @@ "full_width_half_max": 0.02 } ], - "roles": [ - "data" - ] + "description": "Aerosol over water" }, - "oa18-reflectance": { + "chl-nn": { "type": "application/x-netcdf", - "description": "Reflectance for OLCI acquisition band Oa18", - "eo:bands": [ - { - "name": "Oa18", - "description": "Band 18 - Water vapour absorption reference. Common reference band with SLSTR. Vegetation monitoring", - "center_wavelength": 0.885, - "full_width_half_max": 0.01 - } - ], "roles": [ "data" - ] - }, - "oa21-reflectance": { - "type": "application/x-netcdf", - "description": "Reflectance for OLCI acquisition band Oa21", - "eo:bands": [ - { - "name": "Oa21", - "description": "Band 21 - Water vapour absorption, atmospheric / aerosol correction", - "center_wavelength": 1.02, - "full_width_half_max": 0.04 - } ], - "roles": [ - "data" - ] - }, - "chl-nn": { - "type": "application/x-netcdf", - "description": "Neural net chlorophyll concentration", "eo:bands": [ { "name": "Oa01", @@ -580,46 +216,13 @@ "full_width_half_max": 0.04 } ], - "roles": [ - "data" - ] + "description": "Neural net chlorophyll concentration" }, - "chl-oc4me": { + "iop-nn": { "type": "application/x-netcdf", - "description": "OC4Me algorithm chlorophyll concentration", - "eo:bands": [ - { - "name": "Oa03", - "description": "Band 3 - Chlorophyll absorption maximum, biogeochemistry, vegetation", - "center_wavelength": 0.4425, - "full_width_half_max": 0.01 - }, - { - "name": "Oa04", - "description": "Band 4 - Chlorophyll", - "center_wavelength": 0.49, - "full_width_half_max": 0.01 - }, - { - "name": "Oa05", - "description": "Band 5 - Chlorophyll, sediment, turbidity, red tide", - "center_wavelength": 0.51, - "full_width_half_max": 0.01 - }, - { - "name": "Oa06", - "description": "Band 6 - Chlorophyll reference (minimum)", - "center_wavelength": 0.56, - "full_width_half_max": 0.01 - } - ], "roles": [ "data" - ] - }, - "iop-nn": { - "type": "application/x-netcdf", - "description": "Inherent optical properties of water", + ], "eo:bands": [ { "name": "Oa01", @@ -652,62 +255,13 @@ "full_width_half_max": 0.04 } ], - "roles": [ - "data" - ] - }, - "iwv": { - "type": "application/x-netcdf", - "description": "Integrated water vapour column", - "eo:bands": [ - { - "name": "Oa18", - "description": "Band 18 - Water vapour absorption reference. Common reference band with SLSTR. Vegetation monitoring", - "center_wavelength": 0.885, - "full_width_half_max": 0.01 - }, - { - "name": "Oa19", - "description": "Band 19 - Water vapour absorption, vegetation monitoring (maximum REFLECTANCE)", - "center_wavelength": 0.9, - "full_width_half_max": 0.01 - } - ], - "roles": [ - "data" - ] + "description": "Inherent optical properties of water" }, - "par": { + "tsm-nn": { "type": "application/x-netcdf", - "description": "Photosynthetically active radiation", "roles": [ "data" - ] - }, - "trsp": { - "type": "application/x-netcdf", - "description": "Transparency properties of water", - "eo:bands": [ - { - "name": "Oa04", - "description": "Band 4 - Chlorophyll", - "center_wavelength": 0.49, - "full_width_half_max": 0.01 - }, - { - "name": "Oa06", - "description": "Band 6 - Chlorophyll reference (minimum)", - "center_wavelength": 0.56, - "full_width_half_max": 0.01 - } ], - "roles": [ - "data" - ] - }, - "tsm-nn": { - "type": "application/x-netcdf", - "description": "Total suspended matter concentration", "eo:bands": [ { "name": "Oa01", @@ -806,14 +360,26 @@ "full_width_half_max": 0.04 } ], + "description": "Total suspended matter concentration" + }, + "chl-oc4me": { + "type": "application/x-netcdf", "roles": [ "data" - ] - }, - "w-aer": { - "type": "application/x-netcdf", - "description": "Aerosol over water", + ], "eo:bands": [ + { + "name": "Oa03", + "description": "Band 3 - Chlorophyll absorption maximum, biogeochemistry, vegetation", + "center_wavelength": 0.4425, + "full_width_half_max": 0.01 + }, + { + "name": "Oa04", + "description": "Band 4 - Chlorophyll", + "center_wavelength": 0.49, + "full_width_half_max": 0.01 + }, { "name": "Oa05", "description": "Band 5 - Chlorophyll, sediment, turbidity, red tide", @@ -825,79 +391,519 @@ "description": "Band 6 - Chlorophyll reference (minimum)", "center_wavelength": 0.56, "full_width_half_max": 0.01 - }, - { - "name": "Oa17", - "description": "Band 17 - Atmospheric / aerosol correction, clouds, pixel co-registration", - "center_wavelength": 0.865, - "full_width_half_max": 0.02 } ], + "description": "OC4Me algorithm chlorophyll concentration" + }, + "tie-meteo": { + "type": "application/x-netcdf", "roles": [ "data" - ] + ], + "description": "Tie-point meteo annotations" + }, + "browse-jpg": { + "type": "image/jpeg", + "roles": [ + "thumbnail" + ], + "description": "Preview image produced by the European Organisation for the Exploitation of Meteorological Satellites (EUMETSAT)" + }, + "eop-metadata": { + "type": "application/xml", + "roles": [ + "metadata" + ], + "description": "Metadata produced by the European Organisation for the Exploitation of Meteorological Satellites (EUMETSAT)" + }, + "safe-manifest": { + "type": "application/xml", + "roles": [ + "metadata" + ], + "description": "SAFE product manifest" + }, + "tie-geometries": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "description": "Tie-point geometry annotations" }, "geo-coordinates": { "type": "application/x-netcdf", - "description": "Geo coordinate annotations", "roles": [ "data" - ] + ], + "description": "Geo coordinate annotations" }, "instrument-data": { "type": "application/x-netcdf", - "description": "Instrument annotations", "roles": [ "data" - ] + ], + "description": "Instrument annotations" }, - "tie-geo-coordinates": { + "oa01-reflectance": { "type": "application/x-netcdf", - "description": "Tie-point geo coordinate annotations", "roles": [ "data" - ] + ], + "eo:bands": [ + { + "name": "Oa01", + "description": "Band 1 - Aerosol correction, improved water constituent retrieval", + "center_wavelength": 0.4, + "full_width_half_max": 0.015 + } + ], + "description": "Reflectance for OLCI acquisition band Oa01" }, - "tie-geometries": { + "oa02-reflectance": { "type": "application/x-netcdf", - "description": "Tie-point geometry annotations", "roles": [ "data" - ] + ], + "eo:bands": [ + { + "name": "Oa02", + "description": "Band 2 - Yellow substance and detrital pigments (turbidity)", + "center_wavelength": 0.4125, + "full_width_half_max": 0.01 + } + ], + "description": "Reflectance for OLCI acquisition band Oa02" }, - "tie-meteo": { + "oa03-reflectance": { "type": "application/x-netcdf", - "description": "Tie-point meteo annotations", "roles": [ "data" - ] + ], + "eo:bands": [ + { + "name": "Oa03", + "description": "Band 3 - Chlorophyll absorption maximum, biogeochemistry, vegetation", + "center_wavelength": 0.4425, + "full_width_half_max": 0.01 + } + ], + "description": "Reflectance for OLCI acquisition band Oa03" + }, + "oa04-reflectance": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "eo:bands": [ + { + "name": "Oa04", + "description": "Band 4 - Chlorophyll", + "center_wavelength": 0.49, + "full_width_half_max": 0.01 + } + ], + "description": "Reflectance for OLCI acquisition band Oa04" + }, + "oa05-reflectance": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "eo:bands": [ + { + "name": "Oa05", + "description": "Band 5 - Chlorophyll, sediment, turbidity, red tide", + "center_wavelength": 0.51, + "full_width_half_max": 0.01 + } + ], + "description": "Reflectance for OLCI acquisition band Oa05" + }, + "oa06-reflectance": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "eo:bands": [ + { + "name": "Oa06", + "description": "Band 6 - Chlorophyll reference (minimum)", + "center_wavelength": 0.56, + "full_width_half_max": 0.01 + } + ], + "description": "Reflectance for OLCI acquisition band Oa06" + }, + "oa07-reflectance": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "eo:bands": [ + { + "name": "Oa07", + "description": "Band 7 - Sediment loading", + "center_wavelength": 0.62, + "full_width_half_max": 0.01 + } + ], + "description": "Reflectance for OLCI acquisition band Oa07" + }, + "oa08-reflectance": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "eo:bands": [ + { + "name": "Oa08", + "description": "Band 8 - 2nd Chlorophyll absorption maximum, sediment, yellow substance / vegetation", + "center_wavelength": 0.665, + "full_width_half_max": 0.01 + } + ], + "description": "Reflectance for OLCI acquisition band Oa08" + }, + "oa09-reflectance": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "eo:bands": [ + { + "name": "Oa09", + "description": "Band 9 - Improved fluorescence retrieval", + "center_wavelength": 0.67375, + "full_width_half_max": 0.0075 + } + ], + "description": "Reflectance for OLCI acquisition band Oa09" + }, + "oa10-reflectance": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "eo:bands": [ + { + "name": "Oa10", + "description": "Band 10 - Chlorophyll fluorescence peak, red edge", + "center_wavelength": 0.68125, + "full_width_half_max": 0.0075 + } + ], + "description": "Reflectance for OLCI acquisition band Oa10" + }, + "oa11-reflectance": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "eo:bands": [ + { + "name": "Oa11", + "description": "Band 11 - Chlorophyll fluorescence baseline, red edge transition", + "center_wavelength": 0.70875, + "full_width_half_max": 0.01 + } + ], + "description": "Reflectance for OLCI acquisition band Oa11" + }, + "oa12-reflectance": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "eo:bands": [ + { + "name": "Oa12", + "description": "Band 12 - O2 absorption / clouds, vegetation", + "center_wavelength": 0.75375, + "full_width_half_max": 0.0075 + } + ], + "description": "Reflectance for OLCI acquisition band Oa12" + }, + "oa16-reflectance": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "eo:bands": [ + { + "name": "Oa16", + "description": "Band 16 - Atmospheric / aerosol correction", + "center_wavelength": 0.77875, + "full_width_half_max": 0.015 + } + ], + "description": "Reflectance for OLCI acquisition band Oa16" + }, + "oa17-reflectance": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "eo:bands": [ + { + "name": "Oa17", + "description": "Band 17 - Atmospheric / aerosol correction, clouds, pixel co-registration", + "center_wavelength": 0.865, + "full_width_half_max": 0.02 + } + ], + "description": "Reflectance for OLCI acquisition band Oa17" + }, + "oa18-reflectance": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "eo:bands": [ + { + "name": "Oa18", + "description": "Band 18 - Water vapour absorption reference. Common reference band with SLSTR. Vegetation monitoring", + "center_wavelength": 0.885, + "full_width_half_max": 0.01 + } + ], + "description": "Reflectance for OLCI acquisition band Oa18" + }, + "oa21-reflectance": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "eo:bands": [ + { + "name": "Oa21", + "description": "Band 21 - Water vapour absorption, atmospheric / aerosol correction", + "center_wavelength": 1.02, + "full_width_half_max": 0.04 + } + ], + "description": "Reflectance for OLCI acquisition band Oa21" }, "time-coordinates": { "type": "application/x-netcdf", - "description": "Time coordinate annotations", "roles": [ "data" - ] + ], + "description": "Time coordinate annotations" }, - "wqsf": { + "tie-geo-coordinates": { "type": "application/x-netcdf", - "description": "Water quality and science flags", "roles": [ "data" + ], + "description": "Tie-point geo coordinate annotations" + } + }, + "msft:region": "westeurope", + "msft:group_id": "sentinel-3", + "msft:container": "sentinel-3", + "msft:storage_account": "sentinel3euwest", + "msft:short_description": "Sentinel-3 Land Full Resolution water and atmospheric geophysical products (OLCI WFR).", + "title": "Sentinel-3 Water (Full Resolution)", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] ] }, - "eop-metadata": { - "type": "application/xml", - "description": "Metadata produced by the European Organisation for the Exploitation of Meteorological Satellites (EUMETSAT)", - "roles": [ - "metadata" + "temporal": { + "interval": [ + [ + "2017-11-01T00:07:01.738487Z", + null + ] ] + } + }, + "license": "proprietary", + "keywords": [ + "ESA", + "Copernicus", + "Sentinel", + "Water", + "Ocean" + ], + "providers": [ + { + "name": "ESA", + "roles": [ + "producer", + "processor", + "licensor" + ], + "url": "https://earth.esa.int/web/guest/home" }, - "browse-jpg": { - "type": "image/jpeg", - "description": "Preview image produced by the European Organisation for the Exploitation of Meteorological Satellites (EUMETSAT)", + { + "name": "Microsoft", "roles": [ - "thumbnail" + "host" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "eo:bands": [ + { + "name": "Oa01", + "description": "Band 1 - Aerosol correction, improved water constituent retrieval", + "center_wavelength": 0.4, + "full_width_half_max": 0.015 + }, + { + "name": "Oa02", + "description": "Band 2 - Yellow substance and detrital pigments (turbidity)", + "center_wavelength": 0.4125, + "full_width_half_max": 0.01 + }, + { + "name": "Oa03", + "description": "Band 3 - Chlorophyll absorption maximum, biogeochemistry, vegetation", + "center_wavelength": 0.4425, + "full_width_half_max": 0.01 + }, + { + "name": "Oa04", + "description": "Band 4 - Chlorophyll", + "center_wavelength": 0.49, + "full_width_half_max": 0.01 + }, + { + "name": "Oa05", + "description": "Band 5 - Chlorophyll, sediment, turbidity, red tide", + "center_wavelength": 0.51, + "full_width_half_max": 0.01 + }, + { + "name": "Oa06", + "description": "Band 6 - Chlorophyll reference (minimum)", + "center_wavelength": 0.56, + "full_width_half_max": 0.01 + }, + { + "name": "Oa07", + "description": "Band 7 - Sediment loading", + "center_wavelength": 0.62, + "full_width_half_max": 0.01 + }, + { + "name": "Oa08", + "description": "Band 8 - 2nd Chlorophyll absorption maximum, sediment, yellow substance / vegetation", + "center_wavelength": 0.665, + "full_width_half_max": 0.01 + }, + { + "name": "Oa09", + "description": "Band 9 - Improved fluorescence retrieval", + "center_wavelength": 0.67375, + "full_width_half_max": 0.0075 + }, + { + "name": "Oa10", + "description": "Band 10 - Chlorophyll fluorescence peak, red edge", + "center_wavelength": 0.68125, + "full_width_half_max": 0.0075 + }, + { + "name": "Oa11", + "description": "Band 11 - Chlorophyll fluorescence baseline, red edge transition", + "center_wavelength": 0.70875, + "full_width_half_max": 0.01 + }, + { + "name": "Oa12", + "description": "Band 12 - O2 absorption / clouds, vegetation", + "center_wavelength": 0.75375, + "full_width_half_max": 0.0075 + }, + { + "name": "Oa16", + "description": "Band 16 - Atmospheric / aerosol correction", + "center_wavelength": 0.77875, + "full_width_half_max": 0.015 + }, + { + "name": "Oa17", + "description": "Band 17 - Atmospheric / aerosol correction, clouds, pixel co-registration", + "center_wavelength": 0.865, + "full_width_half_max": 0.02 + }, + { + "name": "Oa18", + "description": "Band 18 - Water vapour absorption reference. Common reference band with SLSTR. Vegetation monitoring", + "center_wavelength": 0.885, + "full_width_half_max": 0.01 + }, + { + "name": "Oa19", + "description": "Band 19 - Water vapour absorption, vegetation monitoring (maximum REFLECTANCE)", + "center_wavelength": 0.9, + "full_width_half_max": 0.01 + }, + { + "name": "Oa21", + "description": "Band 21 - Water vapour absorption, atmospheric / aerosol correction", + "center_wavelength": 1.02, + "full_width_half_max": 0.04 + } + ], + "platform": [ + "Sentinel-3A", + "Sentinel-3B" + ], + "instruments": [ + "OLCI" + ], + "constellation": [ + "Sentinel-3" + ], + "s3:product_name": [ + "olci-wfr" + ], + "s3:product_type": [ + "OL_2_WFR___" + ], + "sat:orbit_state": [ + "descending", + "ascending" + ], + "s3:processing_timeliness": [ + "NT" + ], + "sat:platform_international_designator": [ + "2016-011A", + "2018-039A" + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-olci-wfr-l2-netcdf-thumb.png", + "title": "Sentinel-3 OLCI WFR L2 NetCDF Thumbnail", + "media_type": "image/png" + }, + "geoparquet-items": { + "href": "abfs://items/sentinel-3-olci-wfr-l2-netcdf.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC Items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "MS" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" ] } } diff --git a/datasets/sentinel-3/collection/sentinel-3-slstr-frp-l2-netcdf/template.json b/datasets/sentinel-3/collection/sentinel-3-slstr-frp-l2-netcdf/template.json index 61514d47a..1583ad012 100644 --- a/datasets/sentinel-3/collection/sentinel-3-slstr-frp-l2-netcdf/template.json +++ b/datasets/sentinel-3/collection/sentinel-3-slstr-frp-l2-netcdf/template.json @@ -1,10 +1,8 @@ { - "stac_version": "1.0.0", "type": "Collection", "id": "sentinel-3-slstr-frp-l2-netcdf", - "title": "Sentinel-3 Fire Radiative Power", + "stac_version": "1.0.0", "description": "{{ collection.description }}", - "license": "proprietary", "links": [ { "rel": "license", @@ -17,6 +15,12 @@ "href": "https://sentinel.esa.int/web/sentinel/user-guides/sentinel-3-slstr/product-types/level-2-frp", "type": "text/html", "title": "Sentinel-3 Fire Radiative Power Product User Guide" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/sentinel-3-slstr-frp-l2-netcdf", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], "stac_extensions": [ @@ -25,146 +29,12 @@ "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", "https://stac-extensions.github.io/eo/v1.1.0/schema.json" ], - "keywords": [ - "Sentinel", - "Copernicus", - "ESA", - "Satellite", - "Temperature", - "Fire" - ], - "msft:group_id": "sentinel-3", - "msft:short_description": "Sentinel-3 fire detection over land (SLSTR FRP).", - "msft:storage_account": "sentinel3euwest", - "msft:container": "sentinel-3", - "msft:region": "westeurope", - "providers": [ - { - "name": "ESA", - "roles": [ - "producer", - "processor", - "licensor" - ], - "url": "https://earth.esa.int/web/guest/home" - }, - { - "name": "Microsoft", - "roles": [ - "host" - ], - "url": "https://planetarycomputer.microsoft.com" - } - ], - "assets": { - "thumbnail": { - "title": "Sentinel-3 Fire Radiative Power Thumbnail", - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-slstr-frp-l2-netcdf-thumb.png", - "media_type": "image/png" - }, - "geoparquet-items": { - "href": "abfs://items/sentinel-3-slstr-frp-l2-netcdf.parquet", - "title": "GeoParquet STAC Items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "table:storage_options": { - "account_name": "pcstacitems" - }, - "msft:partition_info": { - "is_partitioned": true, - "partition_frequency": "W" - } - } - }, - "summaries": { - "constellation": [ - "Sentinel-3" - ], - "platform": [ - "Sentinel-3A", - "Sentinel-3B" - ], - "instruments": [ - "SLSTR" - ], - "sat:platform_international_designator": [ - "2016-011A", - "2018-039A" - ], - "sat:orbit_state": [ - "ascending", - "descending" - ], - "s3:product_type": [ - "SL_2_FRP___" - ], - "s3:product_name": [ - "slstr-frp" - ], - "s3:processing_timeliness": [ - "NT" - ], - "eo:bands": [ - { - "name": "F1", - "description": "Band 10 - Active fire", - "center_wavelength": 3.742, - "full_width_half_max": 0.398 - }, - { - "name": "S5", - "description": "Band 5 - Cloud clearing, ice, snow, vegetation monitoring", - "center_wavelength": 1.6134, - "full_width_half_max": 0.06068 - }, - { - "name": "S6", - "description": "Band 6 - Vegetation state and cloud clearing", - "center_wavelength": 2.2557, - "full_width_half_max": 0.05015 - }, - { - "name": "S7", - "description": "Band 7 - SST, LST, Active fire", - "center_wavelength": 3.742, - "full_width_half_max": 0.398 - } - ] - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -90, - 180, - 90 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2020-08-08T23:11:15.617203Z", - null - ] - ] - } - }, "item_assets": { - "safe-manifest": { - "type": "application/xml", - "description": "SAFE product manifest", - "roles": [ - "metadata" - ] - }, "frp-in": { "type": "application/x-netcdf", - "description": "Fire Radiative Power (FRP) dataset", + "roles": [ + "data" + ], "eo:bands": [ { "name": "S5", @@ -191,99 +61,235 @@ "full_width_half_max": 0.398 } ], + "description": "Fire Radiative Power (FRP) dataset" + }, + "slstr-met-tx": { + "type": "application/x-netcdf", "roles": [ "data" - ] + ], + "description": "Meteorological parameters regridded onto the 16km tie points" }, - "slstr-cartesian-fn": { + "safe-manifest": { + "type": "application/xml", + "roles": [ + "metadata" + ], + "description": "SAFE product manifest" + }, + "slstr-time-in": { "type": "application/x-netcdf", - "description": "Full resolution cartesian coordinates for the 1km F1 grid, nadir view", "roles": [ "data" - ] + ], + "description": "Time annotations for the 1 KM grid" }, - "slstr-cartesian-in": { + "slstr-flags-fn": { "type": "application/x-netcdf", - "description": "Full resolution cartesian coordinates for the 1km TIR grid, nadir view", "roles": [ "data" - ] + ], + "description": "Global flags for the 1km F1 grid, nadir view" }, - "slstr-cartesian-tx": { + "slstr-flags-in": { "type": "application/x-netcdf", - "description": "16km cartesian coordinates", "roles": [ "data" - ] + ], + "description": "Global flags for the 1km TIR grid, nadir view" }, - "slstr-flags-fn": { + "slstr-indices-fn": { "type": "application/x-netcdf", - "description": "Global flags for the 1km F1 grid, nadir view", "roles": [ "data" - ] + ], + "description": "Scan, pixel and detector annotations for the 1km F1 grid, nadir view" }, - "slstr-flags-in": { + "slstr-indices-in": { "type": "application/x-netcdf", - "description": "Global flags for the 1km TIR grid, nadir view", "roles": [ "data" - ] + ], + "description": "Scan, pixel and detector annotations for the 1km TIR grid, nadir view" }, "slstr-geodetic-fn": { "type": "application/x-netcdf", - "description": "Full resolution geodetic coordinates for the 1km F1 grid, nadir view", "roles": [ "data" - ] + ], + "description": "Full resolution geodetic coordinates for the 1km F1 grid, nadir view" }, "slstr-geodetic-in": { "type": "application/x-netcdf", - "description": "Full resolution geodetic coordinates for the 1km TIR grid, nadir view", "roles": [ "data" - ] + ], + "description": "Full resolution geodetic coordinates for the 1km TIR grid, nadir view" }, "slstr-geodetic-tx": { "type": "application/x-netcdf", - "description": "16km geodetic coordinates", "roles": [ "data" - ] + ], + "description": "16km geodetic coordinates" }, "slstr-geometry-tn": { "type": "application/x-netcdf", - "description": "16km solar and satellite geometry annotations, nadir view", "roles": [ "data" - ] + ], + "description": "16km solar and satellite geometry annotations, nadir view" }, - "slstr-indices-fn": { + "slstr-cartesian-fn": { "type": "application/x-netcdf", - "description": "Scan, pixel and detector annotations for the 1km F1 grid, nadir view", "roles": [ "data" - ] + ], + "description": "Full resolution cartesian coordinates for the 1km F1 grid, nadir view" }, - "slstr-indices-in": { + "slstr-cartesian-in": { "type": "application/x-netcdf", - "description": "Scan, pixel and detector annotations for the 1km TIR grid, nadir view", "roles": [ "data" - ] + ], + "description": "Full resolution cartesian coordinates for the 1km TIR grid, nadir view" }, - "slstr-met-tx": { + "slstr-cartesian-tx": { "type": "application/x-netcdf", - "description": "Meteorological parameters regridded onto the 16km tie points", "roles": [ "data" + ], + "description": "16km cartesian coordinates" + } + }, + "msft:region": "westeurope", + "msft:group_id": "sentinel-3", + "msft:container": "sentinel-3", + "msft:storage_account": "sentinel3euwest", + "msft:short_description": "Sentinel-3 fire detection over land (SLSTR FRP).", + "title": "Sentinel-3 Fire Radiative Power", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] ] }, - "slstr-time-in": { - "type": "application/x-netcdf", - "description": "Time annotations for the 1 KM grid", + "temporal": { + "interval": [ + [ + "2020-08-08T23:11:15.617203Z", + null + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "Sentinel", + "Copernicus", + "ESA", + "Satellite", + "Temperature", + "Fire" + ], + "providers": [ + { + "name": "ESA", "roles": [ - "data" + "producer", + "processor", + "licensor" + ], + "url": "https://earth.esa.int/web/guest/home" + }, + { + "name": "Microsoft", + "roles": [ + "host" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "eo:bands": [ + { + "name": "F1", + "description": "Band 10 - Active fire", + "center_wavelength": 3.742, + "full_width_half_max": 0.398 + }, + { + "name": "S5", + "description": "Band 5 - Cloud clearing, ice, snow, vegetation monitoring", + "center_wavelength": 1.6134, + "full_width_half_max": 0.06068 + }, + { + "name": "S6", + "description": "Band 6 - Vegetation state and cloud clearing", + "center_wavelength": 2.2557, + "full_width_half_max": 0.05015 + }, + { + "name": "S7", + "description": "Band 7 - SST, LST, Active fire", + "center_wavelength": 3.742, + "full_width_half_max": 0.398 + } + ], + "platform": [ + "Sentinel-3A", + "Sentinel-3B" + ], + "instruments": [ + "SLSTR" + ], + "constellation": [ + "Sentinel-3" + ], + "s3:product_name": [ + "slstr-frp" + ], + "s3:product_type": [ + "SL_2_FRP___" + ], + "sat:orbit_state": [ + "ascending", + "descending" + ], + "s3:processing_timeliness": [ + "NT" + ], + "sat:platform_international_designator": [ + "2016-011A", + "2018-039A" + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-slstr-frp-l2-netcdf-thumb.png", + "title": "Sentinel-3 Fire Radiative Power Thumbnail", + "media_type": "image/png" + }, + "geoparquet-items": { + "href": "abfs://items/sentinel-3-slstr-frp-l2-netcdf.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC Items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "W" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" ] } } diff --git a/datasets/sentinel-3/collection/sentinel-3-slstr-lst-l2-netcdf/template.json b/datasets/sentinel-3/collection/sentinel-3-slstr-lst-l2-netcdf/template.json index 4c31f9bac..5a76b78ad 100644 --- a/datasets/sentinel-3/collection/sentinel-3-slstr-lst-l2-netcdf/template.json +++ b/datasets/sentinel-3/collection/sentinel-3-slstr-lst-l2-netcdf/template.json @@ -1,10 +1,8 @@ { - "stac_version": "1.0.0", "type": "Collection", "id": "sentinel-3-slstr-lst-l2-netcdf", - "title": "Sentinel-3 Land Surface Temperature", + "stac_version": "1.0.0", "description": "{{ collection.description }}", - "license": "proprietary", "links": [ { "rel": "license", @@ -17,6 +15,12 @@ "href": "https://sentinel.esa.int/web/sentinel/user-guides/sentinel-3-slstr/product-types/level-2-lst", "type": "text/html", "title": "Sentinel-3 Land Surface Temperature Product User Guide" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/sentinel-3-slstr-lst-l2-netcdf", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], "stac_extensions": [ @@ -25,134 +29,12 @@ "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", "https://stac-extensions.github.io/eo/v1.1.0/schema.json" ], - "keywords": [ - "Sentinel", - "Copernicus", - "ESA", - "Satellite", - "Temperature", - "Land" - ], - "msft:group_id": "sentinel-3", - "msft:short_description": "Sentinel-3 land surface temperature (SLSTR LST).", - "msft:storage_account": "sentinel3euwest", - "msft:container": "sentinel-3", - "msft:region": "westeurope", - "providers": [ - { - "name": "ESA", - "roles": [ - "producer", - "processor", - "licensor" - ], - "url": "https://earth.esa.int/web/guest/home" - }, - { - "name": "Microsoft", - "roles": [ - "host" - ], - "url": "https://planetarycomputer.microsoft.com" - } - ], - "assets": { - "thumbnail": { - "title": "Sentinel-3 Land Surface Temperature Thumbnail", - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-slstr-lst-l2-netcdf-thumb.png", - "media_type": "image/png" - }, - "geoparquet-items": { - "href": "abfs://items/sentinel-3-slstr-lst-l2-netcdf.parquet", - "title": "GeoParquet STAC Items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "table:storage_options": { - "account_name": "pcstacitems" - }, - "msft:partition_info": { - "is_partitioned": true, - "partition_frequency": "W" - } - } - }, - "summaries": { - "constellation": [ - "Sentinel-3" - ], - "platform": [ - "Sentinel-3A", - "Sentinel-3B" - ], - "instruments": [ - "SLSTR" - ], - "sat:platform_international_designator": [ - "2016-011A", - "2018-039A" - ], - "sat:orbit_state": [ - "ascending", - "descending" - ], - "s3:product_type": [ - "SL_2_LST___" - ], - "s3:product_name": [ - "slstr-lst" - ], - "s3:processing_timeliness": [ - "NT" - ], - "eo:bands": [ - { - "name": "S8", - "description": "Band 8 - SST, LST, Active fire", - "center_wavelength": 10.854, - "full_width_half_max": 0.776 - }, - { - "name": "S9", - "description": "Band 9 - SST, LST", - "center_wavelength": 12.0225, - "full_width_half_max": 0.905 - } - ] - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -90, - 180, - 90 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2016-04-19T01:35:17.188500Z", - null - ] - ] - } - }, "item_assets": { - "safe-manifest": { - "type": "application/xml", - "description": "SAFE product manifest", - "roles": [ - "metadata" - ] - }, "lst-in": { "type": "application/x-netcdf", - "description": "Land Surface Temperature (LST) values", + "roles": [ + "data" + ], "eo:bands": [ { "name": "S8", @@ -167,78 +49,202 @@ "full_width_half_max": 0.905 } ], + "description": "Land Surface Temperature (LST) values" + }, + "slstr-met-tx": { + "type": "application/x-netcdf", "roles": [ "data" - ] + ], + "description": "Meteorological parameters regridded onto the 16km tie points" }, - "lst-ancillary-ds": { + "safe-manifest": { + "type": "application/xml", + "roles": [ + "metadata" + ], + "description": "SAFE product manifest" + }, + "slstr-time-in": { "type": "application/x-netcdf", - "description": "LST ancillary measurement dataset", "roles": [ "data" - ] + ], + "description": "Time annotations for the 1km grid" }, "slstr-flags-in": { "type": "application/x-netcdf", - "description": "Global flags for the 1km TIR grid, nadir view", "roles": [ "data" - ] + ], + "description": "Global flags for the 1km TIR grid, nadir view" }, - "slstr-indices-in": { + "lst-ancillary-ds": { "type": "application/x-netcdf", - "description": "Scan, pixel and detector indices annotations for the 1km TIR grid, nadir view", "roles": [ "data" - ] + ], + "description": "LST ancillary measurement dataset" }, - "slstr-time-in": { + "slstr-indices-in": { "type": "application/x-netcdf", - "description": "Time annotations for the 1km grid", "roles": [ "data" - ] + ], + "description": "Scan, pixel and detector indices annotations for the 1km TIR grid, nadir view" }, "slstr-geodetic-in": { "type": "application/x-netcdf", - "description": "Full resolution geodetic coordinates for the 1km TIR grid, nadir view", "roles": [ "data" - ] + ], + "description": "Full resolution geodetic coordinates for the 1km TIR grid, nadir view" }, - "slstr-cartesian-in": { + "slstr-geodetic-tx": { "type": "application/x-netcdf", - "description": "Full resolution cartesian coordinates for the 1km TIR grid, nadir view", "roles": [ "data" - ] + ], + "description": "16km geodetic coordinates" }, "slstr-geometry-tn": { "type": "application/x-netcdf", - "description": "16km solar and satellite geometry annotations, nadir view", "roles": [ "data" - ] + ], + "description": "16km solar and satellite geometry annotations, nadir view" }, - "slstr-geodetic-tx": { + "slstr-cartesian-in": { "type": "application/x-netcdf", - "description": "16km geodetic coordinates", "roles": [ "data" - ] + ], + "description": "Full resolution cartesian coordinates for the 1km TIR grid, nadir view" }, "slstr-cartesian-tx": { "type": "application/x-netcdf", - "description": "16km cartesian coordinates", "roles": [ "data" + ], + "description": "16km cartesian coordinates" + } + }, + "msft:region": "westeurope", + "msft:group_id": "sentinel-3", + "msft:container": "sentinel-3", + "msft:storage_account": "sentinel3euwest", + "msft:short_description": "Sentinel-3 land surface temperature (SLSTR LST).", + "title": "Sentinel-3 Land Surface Temperature", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] ] }, - "slstr-met-tx": { - "type": "application/x-netcdf", - "description": "Meteorological parameters regridded onto the 16km tie points", + "temporal": { + "interval": [ + [ + "2016-04-19T01:35:17.188500Z", + null + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "Sentinel", + "Copernicus", + "ESA", + "Satellite", + "Temperature", + "Land" + ], + "providers": [ + { + "name": "ESA", "roles": [ - "data" + "producer", + "processor", + "licensor" + ], + "url": "https://earth.esa.int/web/guest/home" + }, + { + "name": "Microsoft", + "roles": [ + "host" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "eo:bands": [ + { + "name": "S8", + "description": "Band 8 - SST, LST, Active fire", + "center_wavelength": 10.854, + "full_width_half_max": 0.776 + }, + { + "name": "S9", + "description": "Band 9 - SST, LST", + "center_wavelength": 12.0225, + "full_width_half_max": 0.905 + } + ], + "platform": [ + "Sentinel-3A", + "Sentinel-3B" + ], + "instruments": [ + "SLSTR" + ], + "constellation": [ + "Sentinel-3" + ], + "s3:product_name": [ + "slstr-lst" + ], + "s3:product_type": [ + "SL_2_LST___" + ], + "sat:orbit_state": [ + "ascending", + "descending" + ], + "s3:processing_timeliness": [ + "NT" + ], + "sat:platform_international_designator": [ + "2016-011A", + "2018-039A" + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-slstr-lst-l2-netcdf-thumb.png", + "title": "Sentinel-3 Land Surface Temperature Thumbnail", + "media_type": "image/png" + }, + "geoparquet-items": { + "href": "abfs://items/sentinel-3-slstr-lst-l2-netcdf.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC Items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "W" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" ] } } diff --git a/datasets/sentinel-3/collection/sentinel-3-slstr-wst-l2-netcdf/template.json b/datasets/sentinel-3/collection/sentinel-3-slstr-wst-l2-netcdf/template.json index 5694f971c..0f116c93c 100644 --- a/datasets/sentinel-3/collection/sentinel-3-slstr-wst-l2-netcdf/template.json +++ b/datasets/sentinel-3/collection/sentinel-3-slstr-wst-l2-netcdf/template.json @@ -1,10 +1,8 @@ { - "stac_version": "1.0.0", "type": "Collection", "id": "sentinel-3-slstr-wst-l2-netcdf", - "title": "Sentinel-3 Sea Surface Temperature", + "stac_version": "1.0.0", "description": "{{ collection.description }}", - "license": "proprietary", "links": [ { "rel": "license", @@ -17,6 +15,12 @@ "href": "https://sentinel.esa.int/web/sentinel/user-guides/sentinel-3-slstr/product-types/level-2-wst", "type": "text/html", "title": "Sentinel-3 Sea Surface Temperature Product User Guide" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/sentinel-3-slstr-wst-l2-netcdf", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], "stac_extensions": [ @@ -25,6 +29,83 @@ "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", "https://stac-extensions.github.io/eo/v1.1.0/schema.json" ], + "item_assets": { + "l2p": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "eo:bands": [ + { + "name": "S7", + "description": "Band 7 - SST, LST, Active fire", + "center_wavelength": 3.742, + "full_width_half_max": 0.398 + }, + { + "name": "S8", + "description": "Band 8 - SST, LST, Active fire", + "center_wavelength": 10.854, + "full_width_half_max": 0.776 + }, + { + "name": "S9", + "description": "Band 9 - SST, LST", + "center_wavelength": 12.0225, + "full_width_half_max": 0.905 + } + ], + "description": "Skin Sea Surface Temperature (SST) values" + }, + "browse-jpg": { + "type": "image/jpeg", + "roles": [ + "thumbnail" + ], + "description": "Preview image produced by the European Organisation for the Exploitation of Meteorological Satellites (EUMETSAT)" + }, + "eop-metadata": { + "type": "application/xml", + "roles": [ + "metadata" + ], + "description": "Metadata produced by the European Organisation for the Exploitation of Meteorological Satellites (EUMETSAT)" + }, + "safe-manifest": { + "type": "application/xml", + "roles": [ + "metadata" + ], + "description": "SAFE product manifest" + } + }, + "msft:region": "westeurope", + "msft:group_id": "sentinel-3", + "msft:container": "sentinel-3", + "msft:storage_account": "sentinel3euwest", + "msft:short_description": "Sentinel-3 sea surface temperature (SLSTR WST).", + "title": "Sentinel-3 Sea Surface Temperature", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2017-10-31T23:59:57.451604Z", + null + ] + ] + } + }, + "license": "proprietary", "keywords": [ "Sentinel", "Copernicus", @@ -33,11 +114,6 @@ "Temperature", "Ocean" ], - "msft:group_id": "sentinel-3", - "msft:short_description": "Sentinel-3 sea surface temperature (SLSTR WST).", - "msft:storage_account": "sentinel3euwest", - "msft:container": "sentinel-3", - "msft:region": "westeurope", "providers": [ { "name": "ESA", @@ -56,57 +132,7 @@ "url": "https://planetarycomputer.microsoft.com" } ], - "assets": { - "thumbnail": { - "title": "Sentinel-3 Sea Surface Temperature Thumbnail", - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-slstr-wst-l2-netcdf-thumb.png", - "media_type": "image/png" - }, - "geoparquet-items": { - "href": "abfs://items/sentinel-3-slstr-wst-l2-netcdf.parquet", - "title": "GeoParquet STAC Items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "table:storage_options": { - "account_name": "pcstacitems" - }, - "msft:partition_info": { - "is_partitioned": true, - "partition_frequency": "MS" - } - } - }, "summaries": { - "constellation": [ - "Sentinel-3" - ], - "platform": [ - "Sentinel-3A", - "Sentinel-3B" - ], - "instruments": [ - "SLSTR" - ], - "sat:platform_international_designator": [ - "2016-011A", - "2018-039A" - ], - "sat:orbit_state": [ - "ascending", - "descending" - ], - "s3:product_type": [ - "SL_2_WST___" - ], - "s3:product_name": [ - "slstr-wst" - ], - "s3:processing_timeliness": [ - "NT" - ], "eo:bands": [ { "name": "S7", @@ -126,75 +152,55 @@ "center_wavelength": 12.0225, "full_width_half_max": 0.905 } + ], + "platform": [ + "Sentinel-3A", + "Sentinel-3B" + ], + "instruments": [ + "SLSTR" + ], + "constellation": [ + "Sentinel-3" + ], + "s3:product_name": [ + "slstr-wst" + ], + "s3:product_type": [ + "SL_2_WST___" + ], + "sat:orbit_state": [ + "ascending", + "descending" + ], + "s3:processing_timeliness": [ + "NT" + ], + "sat:platform_international_designator": [ + "2016-011A", + "2018-039A" ] }, - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -90, - 180, - 90 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2017-10-31T23:59:57.451604Z", - null - ] - ] - } - }, - "item_assets": { - "safe-manifest": { - "type": "application/xml", - "description": "SAFE product manifest", - "roles": [ - "metadata" - ] - }, - "l2p": { - "type": "application/x-netcdf", - "description": "Skin Sea Surface Temperature (SST) values", - "eo:bands": [ - { - "name": "S7", - "description": "Band 7 - SST, LST, Active fire", - "center_wavelength": 3.742, - "full_width_half_max": 0.398 - }, - { - "name": "S8", - "description": "Band 8 - SST, LST, Active fire", - "center_wavelength": 10.854, - "full_width_half_max": 0.776 - }, - { - "name": "S9", - "description": "Band 9 - SST, LST", - "center_wavelength": 12.0225, - "full_width_half_max": 0.905 - } - ], - "roles": [ - "data" - ] - }, - "eop-metadata": { - "type": "application/xml", - "description": "Metadata produced by the European Organisation for the Exploitation of Meteorological Satellites (EUMETSAT)", - "roles": [ - "metadata" - ] + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-slstr-wst-l2-netcdf-thumb.png", + "title": "Sentinel-3 Sea Surface Temperature Thumbnail", + "media_type": "image/png" }, - "browse-jpg": { - "type": "image/jpeg", - "description": "Preview image produced by the European Organisation for the Exploitation of Meteorological Satellites (EUMETSAT)", + "geoparquet-items": { + "href": "abfs://items/sentinel-3-slstr-wst-l2-netcdf.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC Items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "MS" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, "roles": [ - "thumbnail" + "stac-items" ] } } diff --git a/datasets/sentinel-3/collection/sentinel-3-sral-lan-l2-netcdf/template.json b/datasets/sentinel-3/collection/sentinel-3-sral-lan-l2-netcdf/template.json index 9094a71d5..339bafe72 100644 --- a/datasets/sentinel-3/collection/sentinel-3-sral-lan-l2-netcdf/template.json +++ b/datasets/sentinel-3/collection/sentinel-3-sral-lan-l2-netcdf/template.json @@ -1,10 +1,8 @@ { - "stac_version": "1.0.0", "type": "Collection", "id": "sentinel-3-sral-lan-l2-netcdf", - "title": "Sentinel-3 Land Radar Altimetry", + "stac_version": "1.0.0", "description": "{{ collection.description }}", - "license": "proprietary", "links": [ { "rel": "license", @@ -17,6 +15,12 @@ "href": "https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-3-altimetry/product-types", "type": "text/html", "title": "Sentinel-3 Land Radar Altimetry Product User Guide" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/sentinel-3-sral-lan-l2-netcdf", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], "stac_extensions": [ @@ -24,6 +28,99 @@ "https://stac-extensions.github.io/table/v1.2.0/schema.json", "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json" ], + "item_assets": { + "safe-manifest": { + "type": "application/xml", + "roles": [ + "metadata" + ], + "description": "SAFE product manifest" + }, + "reduced-measurement": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "description": "Reduced measurement data file", + "s3:altimetry_bands": [ + { + "band_width": 0.32, + "description": "Band Ku - Range measurements", + "frequency_band": "Ku", + "center_frequency": 13.575000064 + } + ] + }, + "enhanced-measurement": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "description": "Enhanced measurement data file", + "s3:altimetry_bands": [ + { + "band_width": 0.29, + "description": "Band C - Ionospheric correction", + "frequency_band": "C", + "center_frequency": 5.409999872 + }, + { + "band_width": 0.32, + "description": "Band Ku - Range measurements", + "frequency_band": "Ku", + "center_frequency": 13.575000064 + } + ] + }, + "standard-measurement": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "description": "Standard measurement data file", + "s3:altimetry_bands": [ + { + "band_width": 0.29, + "description": "Band C - Ionospheric correction", + "frequency_band": "C", + "center_frequency": 5.409999872 + }, + { + "band_width": 0.32, + "description": "Band Ku - Range measurements", + "frequency_band": "Ku", + "center_frequency": 13.575000064 + } + ] + } + }, + "msft:region": "westeurope", + "msft:group_id": "sentinel-3", + "msft:container": "sentinel-3", + "msft:storage_account": "sentinel3euwest", + "msft:short_description": "Sentinel-3 radar altimetry over land (SRAL LAN).", + "title": "Sentinel-3 Land Radar Altimetry", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -81.5, + 180, + 81.5 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2016-03-01T14:07:51.632846Z", + null + ] + ] + } + }, + "license": "proprietary", "keywords": [ "Sentinel", "Copernicus", @@ -32,11 +129,6 @@ "Radar", "Altimetry" ], - "msft:group_id": "sentinel-3", - "msft:short_description": "Sentinel-3 radar altimetry over land (SRAL LAN).", - "msft:storage_account": "sentinel3euwest", - "msft:container": "sentinel-3", - "msft:region": "westeurope", "providers": [ { "name": "ESA", @@ -55,33 +147,7 @@ "url": "https://planetarycomputer.microsoft.com" } ], - "assets": { - "thumbnail": { - "title": "Sentinel-3 Land Radar Altimetry Thumbnail", - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-sral-lan-l2-netcdf-thumb.png", - "media_type": "image/png" - }, - "geoparquet-items": { - "href": "abfs://items/sentinel-3-sral-lan-l2-netcdf.parquet", - "title": "GeoParquet STAC Items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "table:storage_options": { - "account_name": "pcstacitems" - }, - "msft:partition_info": { - "is_partitioned": true, - "partition_frequency": "QS" - } - } - }, "summaries": { - "constellation": [ - "Sentinel-3" - ], "platform": [ "Sentinel-3A", "Sentinel-3B" @@ -89,107 +155,47 @@ "instruments": [ "SRAL" ], - "sat:platform_international_designator": [ - "2016-011A", - "2018-039A" + "constellation": [ + "Sentinel-3" ], - "sat:orbit_state": [ - "ascending", - "descending" + "s3:product_name": [ + "sral-lan" ], "s3:product_type": [ "SR_2_LAN___" ], - "s3:product_name": [ - "sral-lan" + "sat:orbit_state": [ + "ascending", + "descending" ], "s3:processing_timeliness": [ "NT" + ], + "sat:platform_international_designator": [ + "2016-011A", + "2018-039A" ] }, - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -81.5, - 180, - 81.5 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2016-03-01T14:07:51.632846Z", - null - ] - ] - } - }, - "item_assets": { - "safe-manifest": { - "type": "application/xml", - "description": "SAFE product manifest", - "roles": [ - "metadata" - ] - }, - "standard-measurement": { - "type": "application/x-netcdf", - "description": "Standard measurement data file", - "s3:altimetry_bands": [ - { - "description": "Band C - Ionospheric correction", - "frequency_band": "C", - "center_frequency": 5.409999872, - "band_width": 0.29 - }, - { - "description": "Band Ku - Range measurements", - "frequency_band": "Ku", - "center_frequency": 13.575000064, - "band_width": 0.32 - } - ], - "roles": [ - "data" - ] - }, - "enhanced-measurement": { - "type": "application/x-netcdf", - "description": "Enhanced measurement data file", - "s3:altimetry_bands": [ - { - "description": "Band C - Ionospheric correction", - "frequency_band": "C", - "center_frequency": 5.409999872, - "band_width": 0.29 - }, - { - "description": "Band Ku - Range measurements", - "frequency_band": "Ku", - "center_frequency": 13.575000064, - "band_width": 0.32 - } - ], - "roles": [ - "data" - ] + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-sral-lan-l2-netcdf-thumb.png", + "title": "Sentinel-3 Land Radar Altimetry Thumbnail", + "media_type": "image/png" }, - "reduced-measurement": { - "type": "application/x-netcdf", - "description": "Reduced measurement data file", - "s3:altimetry_bands": [ - { - "description": "Band Ku - Range measurements", - "frequency_band": "Ku", - "center_frequency": 13.575000064, - "band_width": 0.32 - } - ], + "geoparquet-items": { + "href": "abfs://items/sentinel-3-sral-lan-l2-netcdf.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC Items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "QS" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, "roles": [ - "data" + "stac-items" ] } } diff --git a/datasets/sentinel-3/collection/sentinel-3-sral-wat-l2-netcdf/template.json b/datasets/sentinel-3/collection/sentinel-3-sral-wat-l2-netcdf/template.json index dcf122453..a3cfe35cb 100644 --- a/datasets/sentinel-3/collection/sentinel-3-sral-wat-l2-netcdf/template.json +++ b/datasets/sentinel-3/collection/sentinel-3-sral-wat-l2-netcdf/template.json @@ -1,10 +1,8 @@ { - "stac_version": "1.0.0", "type": "Collection", "id": "sentinel-3-sral-wat-l2-netcdf", - "title": "Sentinel-3 Ocean Radar Altimetry", + "stac_version": "1.0.0", "description": "{{ collection.description }}", - "license": "proprietary", "links": [ { "rel": "license", @@ -17,6 +15,12 @@ "href": "https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-3-altimetry/product-types", "type": "text/html", "title": "Sentinel-3 Ocean Radar Altimetry Product User Guide" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/sentinel-3-sral-wat-l2-netcdf", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], "stac_extensions": [ @@ -24,6 +28,106 @@ "https://stac-extensions.github.io/table/v1.2.0/schema.json", "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json" ], + "item_assets": { + "eop-metadata": { + "type": "application/xml", + "roles": [ + "metadata" + ], + "description": "Product metadata file produced by the European Organisation for the Exploitation of Meteorological Satellites (EUMETSAT)" + }, + "safe-manifest": { + "type": "application/xml", + "roles": [ + "metadata" + ], + "description": "SAFE product manifest" + }, + "reduced-measurement": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "description": "Reduced measurement data file", + "s3:altimetry_bands": [ + { + "band_width": 0.32, + "description": "Band Ku - Range measurements", + "frequency_band": "Ku", + "center_frequency": 13.575000064 + } + ] + }, + "enhanced-measurement": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "description": "Enhanced measurement data file", + "s3:altimetry_bands": [ + { + "band_width": 0.29, + "description": "Band C - Ionospheric correction", + "frequency_band": "C", + "center_frequency": 5.409999872 + }, + { + "band_width": 0.32, + "description": "Band Ku - Range measurements", + "frequency_band": "Ku", + "center_frequency": 13.575000064 + } + ] + }, + "standard-measurement": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "description": "Standard measurement data file", + "s3:altimetry_bands": [ + { + "band_width": 0.29, + "description": "Band C - Ionospheric correction", + "frequency_band": "C", + "center_frequency": 5.409999872 + }, + { + "band_width": 0.32, + "description": "Band Ku - Range measurements", + "frequency_band": "Ku", + "center_frequency": 13.575000064 + } + ] + } + }, + "msft:region": "westeurope", + "msft:group_id": "sentinel-3", + "msft:container": "sentinel-3", + "msft:storage_account": "sentinel3euwest", + "msft:short_description": "Sentinel-3 radar altimetry over ocean (SRAL WAT).", + "title": "Sentinel-3 Ocean Radar Altimetry", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -81.5, + 180, + 81.5 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2017-01-28T00:59:14.149496Z", + null + ] + ] + } + }, + "license": "proprietary", "keywords": [ "Sentinel", "Copernicus", @@ -33,11 +137,6 @@ "Altimetry", "Ocean" ], - "msft:group_id": "sentinel-3", - "msft:short_description": "Sentinel-3 radar altimetry over ocean (SRAL WAT).", - "msft:storage_account": "sentinel3euwest", - "msft:container": "sentinel-3", - "msft:region": "westeurope", "providers": [ { "name": "ESA", @@ -56,33 +155,7 @@ "url": "https://planetarycomputer.microsoft.com" } ], - "assets": { - "thumbnail": { - "title": "Sentinel-3 Ocean Radar Altimetry Thumbnail", - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-sral-wat-l2-netcdf-thumb.png", - "media_type": "image/png" - }, - "geoparquet-items": { - "href": "abfs://items/sentinel-3-sral-wat-l2-netcdf.parquet", - "title": "GeoParquet STAC Items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "table:storage_options": { - "account_name": "pcstacitems" - }, - "msft:partition_info": { - "is_partitioned": true, - "partition_frequency": "QS" - } - } - }, "summaries": { - "constellation": [ - "Sentinel-3" - ], "platform": [ "Sentinel-3A", "Sentinel-3B" @@ -90,114 +163,47 @@ "instruments": [ "SRAL" ], - "sat:platform_international_designator": [ - "2016-011A", - "2018-039A" + "constellation": [ + "Sentinel-3" ], - "sat:orbit_state": [ - "ascending", - "descending" + "s3:product_name": [ + "sral-wat" ], "s3:product_type": [ "SR_2_WAT___" ], - "s3:product_name": [ - "sral-wat" + "sat:orbit_state": [ + "ascending", + "descending" ], "s3:processing_timeliness": [ "NT" + ], + "sat:platform_international_designator": [ + "2016-011A", + "2018-039A" ] }, - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -81.5, - 180, - 81.5 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2017-01-28T00:59:14.149496Z", - null - ] - ] - } - }, - "item_assets": { - "safe-manifest": { - "type": "application/xml", - "description": "SAFE product manifest", - "roles": [ - "metadata" - ] - }, - "standard-measurement": { - "type": "application/x-netcdf", - "description": "Standard measurement data file", - "s3:altimetry_bands": [ - { - "description": "Band C - Ionospheric correction", - "frequency_band": "C", - "center_frequency": 5.409999872, - "band_width": 0.29 - }, - { - "description": "Band Ku - Range measurements", - "frequency_band": "Ku", - "center_frequency": 13.575000064, - "band_width": 0.32 - } - ], - "roles": [ - "data" - ] - }, - "enhanced-measurement": { - "type": "application/x-netcdf", - "description": "Enhanced measurement data file", - "s3:altimetry_bands": [ - { - "description": "Band C - Ionospheric correction", - "frequency_band": "C", - "center_frequency": 5.409999872, - "band_width": 0.29 - }, - { - "description": "Band Ku - Range measurements", - "frequency_band": "Ku", - "center_frequency": 13.575000064, - "band_width": 0.32 - } - ], - "roles": [ - "data" - ] - }, - "reduced-measurement": { - "type": "application/x-netcdf", - "description": "Reduced measurement data file", - "s3:altimetry_bands": [ - { - "description": "Band Ku - Range measurements", - "frequency_band": "Ku", - "center_frequency": 13.575000064, - "band_width": 0.32 - } - ], - "roles": [ - "data" - ] + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-sral-wat-l2-netcdf-thumb.png", + "title": "Sentinel-3 Ocean Radar Altimetry Thumbnail", + "media_type": "image/png" }, - "eop-metadata": { - "type": "application/xml", - "description": "Product metadata file produced by the European Organisation for the Exploitation of Meteorological Satellites (EUMETSAT)", + "geoparquet-items": { + "href": "abfs://items/sentinel-3-sral-wat-l2-netcdf.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC Items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "QS" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, "roles": [ - "metadata" + "stac-items" ] } } diff --git a/datasets/sentinel-3/collection/sentinel-3-synergy-aod-l2-netcdf/template.json b/datasets/sentinel-3/collection/sentinel-3-synergy-aod-l2-netcdf/template.json index e09c52d24..1994cfd6c 100644 --- a/datasets/sentinel-3/collection/sentinel-3-synergy-aod-l2-netcdf/template.json +++ b/datasets/sentinel-3/collection/sentinel-3-synergy-aod-l2-netcdf/template.json @@ -1,10 +1,8 @@ { - "stac_version": "1.0.0", "type": "Collection", "id": "sentinel-3-synergy-aod-l2-netcdf", - "title": "Sentinel-3 Global Aerosol", + "stac_version": "1.0.0", "description": "{{ collection.description }}", - "license": "proprietary", "links": [ { "rel": "license", @@ -17,6 +15,12 @@ "href": "https://sentinels.copernicus.eu/web/sentinel/level-2-aod", "type": "text/html", "title": "Sentinel-3 Global Aerosol Product User Guide" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/sentinel-3-synergy-aod-l2-netcdf", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], "stac_extensions": [ @@ -25,6 +29,87 @@ "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", "https://stac-extensions.github.io/eo/v1.1.0/schema.json" ], + "item_assets": { + "ntc-aod": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "eo:bands": [ + { + "name": "SYN_440", + "description": "OLCI channel Oa03", + "center_wavelength": 0.4425, + "full_width_half_max": 0.01 + }, + { + "name": "SYN_550", + "description": "SLSTR nadir and oblique channel S1", + "center_wavelength": 0.55, + "full_width_half_max": 0.02 + }, + { + "name": "SYN_670", + "description": "SLSTR nadir and oblique channel S2", + "center_wavelength": 0.659, + "full_width_half_max": 0.02 + }, + { + "name": "SYN_865", + "description": "OLCI channel Oa17, SLSTR nadir and oblique channel S2", + "center_wavelength": 0.865, + "full_width_half_max": 0.02 + }, + { + "name": "SYN_1600", + "description": "SLSTR nadir and oblique channel S5", + "center_wavelength": 1.61, + "full_width_half_max": 0.06 + }, + { + "name": "SYN_2250", + "description": "SLSTR nadir and oblique channel S6", + "center_wavelength": 2.25, + "full_width_half_max": 0.05 + } + ], + "description": "Global aerosol parameters" + }, + "safe-manifest": { + "type": "application/xml", + "roles": [ + "metadata" + ], + "description": "SAFE product manifest" + } + }, + "msft:region": "westeurope", + "msft:group_id": "sentinel-3", + "msft:container": "sentinel-3", + "msft:storage_account": "sentinel3euwest", + "msft:short_description": "Sentinel-3 global aerosol and surface reflectance at super-pixel (4.5km) resolution (SYNERGY AOD).", + "title": "Sentinel-3 Global Aerosol", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2020-04-16T19:36:28.012367Z", + null + ] + ] + } + }, + "license": "proprietary", "keywords": [ "Sentinel", "Copernicus", @@ -33,11 +118,6 @@ "Global", "Aerosol" ], - "msft:group_id": "sentinel-3", - "msft:short_description": "Sentinel-3 global aerosol and surface reflectance at super-pixel (4.5km) resolution (SYNERGY AOD).", - "msft:storage_account": "sentinel3euwest", - "msft:container": "sentinel-3", - "msft:region": "westeurope", "providers": [ { "name": "ESA", @@ -56,58 +136,7 @@ "url": "https://planetarycomputer.microsoft.com" } ], - "assets": { - "thumbnail": { - "title": "Sentinel-3 Global Aerosol Thumbnail", - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-synergy-aod-l2-netcdf-thumb.png", - "media_type": "image/png" - }, - "geoparquet-items": { - "href": "abfs://items/sentinel-3-synergy-aod-l2-netcdf.parquet", - "title": "GeoParquet STAC Items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "table:storage_options": { - "account_name": "pcstacitems" - }, - "msft:partition_info": { - "is_partitioned": true, - "partition_frequency": "AS" - } - } - }, "summaries": { - "constellation": [ - "Sentinel-3" - ], - "platform": [ - "Sentinel-3A", - "Sentinel-3B" - ], - "instruments": [ - "OLCI", - "SLSTR" - ], - "sat:platform_international_designator": [ - "2016-011A", - "2018-039A" - ], - "sat:orbit_state": [ - "ascending", - "descending" - ], - "s3:product_type": [ - "SY_2_AOD___" - ], - "s3:product_name": [ - "synergy-aod" - ], - "s3:processing_timeliness": [ - "NT" - ], "eo:bands": [ { "name": "SYN_1600", @@ -145,79 +174,56 @@ "center_wavelength": 0.865, "full_width_half_max": 0.02 } + ], + "platform": [ + "Sentinel-3A", + "Sentinel-3B" + ], + "instruments": [ + "OLCI", + "SLSTR" + ], + "constellation": [ + "Sentinel-3" + ], + "s3:product_name": [ + "synergy-aod" + ], + "s3:product_type": [ + "SY_2_AOD___" + ], + "sat:orbit_state": [ + "ascending", + "descending" + ], + "s3:processing_timeliness": [ + "NT" + ], + "sat:platform_international_designator": [ + "2016-011A", + "2018-039A" ] }, - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -90, - 180, - 90 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2020-04-16T19:36:28.012367Z", - null - ] - ] - } - }, - "item_assets": { - "safe-manifest": { - "type": "application/xml", - "description": "SAFE product manifest", - "roles": [ - "metadata" - ] + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-synergy-aod-l2-netcdf-thumb.png", + "title": "Sentinel-3 Global Aerosol Thumbnail", + "media_type": "image/png" }, - "ntc-aod": { - "type": "application/x-netcdf", - "description": "Global aerosol parameters", - "eo:bands": [ - { - "name": "SYN_440", - "description": "OLCI channel Oa03", - "center_wavelength": 0.4425, - "full_width_half_max": 0.01 - }, - { - "name": "SYN_550", - "description": "SLSTR nadir and oblique channel S1", - "center_wavelength": 0.55, - "full_width_half_max": 0.02 - }, - { - "name": "SYN_670", - "description": "SLSTR nadir and oblique channel S2", - "center_wavelength": 0.659, - "full_width_half_max": 0.02 - }, - { - "name": "SYN_865", - "description": "OLCI channel Oa17, SLSTR nadir and oblique channel S2", - "center_wavelength": 0.865, - "full_width_half_max": 0.02 - }, - { - "name": "SYN_1600", - "description": "SLSTR nadir and oblique channel S5", - "center_wavelength": 1.61, - "full_width_half_max": 0.06 - }, - { - "name": "SYN_2250", - "description": "SLSTR nadir and oblique channel S6", - "center_wavelength": 2.25, - "full_width_half_max": 0.05 - } - ], + "geoparquet-items": { + "href": "abfs://items/sentinel-3-synergy-aod-l2-netcdf.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC Items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "AS" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, "roles": [ - "data" + "stac-items" ] } } diff --git a/datasets/sentinel-3/collection/sentinel-3-synergy-syn-l2-netcdf/template.json b/datasets/sentinel-3/collection/sentinel-3-synergy-syn-l2-netcdf/template.json index 03e7e895d..e143fa266 100644 --- a/datasets/sentinel-3/collection/sentinel-3-synergy-syn-l2-netcdf/template.json +++ b/datasets/sentinel-3/collection/sentinel-3-synergy-syn-l2-netcdf/template.json @@ -1,10 +1,8 @@ { - "stac_version": "1.0.0", "type": "Collection", "id": "sentinel-3-synergy-syn-l2-netcdf", - "title": "Sentinel-3 Land Surface Reflectance and Aerosol", + "stac_version": "1.0.0", "description": "{{ collection.description }}", - "license": "proprietary", "links": [ { "rel": "license", @@ -17,6 +15,12 @@ "href": "https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-3-synergy/product-types/level-2-syn", "type": "text/html", "title": "Sentinel-3 Land Surface Reflectance and Aerosol Product User Guide" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/sentinel-3-synergy-syn-l2-netcdf", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], "stac_extensions": [ @@ -25,814 +29,210 @@ "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", "https://stac-extensions.github.io/eo/v1.1.0/schema.json" ], - "keywords": [ - "Sentinel", - "Copernicus", - "ESA", - "Satellite", - "Land", - "Reflectance", - "Aerosol" - ], - "msft:group_id": "sentinel-3", - "msft:short_description": "Sentinel-3 surface reflectance and aerosol over land (SYNERGY SYN).", - "msft:storage_account": "sentinel3euwest", - "msft:container": "sentinel-3", - "msft:region": "westeurope", - "providers": [ - { - "name": "ESA", + "item_assets": { + "time": { + "type": "application/x-netcdf", "roles": [ - "producer", - "processor", - "licensor" + "data" ], - "url": "https://earth.esa.int/web/guest/home" + "description": "Time stamps annotation" }, - { - "name": "Microsoft", + "syn-amin": { + "type": "application/x-netcdf", "roles": [ - "host" + "data" ], - "url": "https://planetarycomputer.microsoft.com" - } - ], - "assets": { - "thumbnail": { - "title": "Sentinel-3 Land Surface Reflectance and Aerosol Thumbnail", - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-synergy-syn-l2-netcdf-thumb.png", - "media_type": "image/png" + "description": "L2 Aerosol model index number data" }, - "geoparquet-items": { - "href": "abfs://items/sentinel-3-synergy-syn-l2-netcdf.parquet", - "title": "GeoParquet STAC Items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "type": "application/x-parquet", + "syn-flags": { + "type": "application/x-netcdf", "roles": [ - "stac-items" + "data" ], - "table:storage_options": { - "account_name": "pcstacitems" - }, - "msft:partition_info": { - "is_partitioned": true, - "partition_frequency": "W" - } - } - }, - "summaries": { - "constellation": [ - "Sentinel-3" - ], - "platform": [ - "Sentinel-3A", - "Sentinel-3B" - ], - "instruments": [ - "OLCI", - "SLSTR" - ], - "sat:platform_international_designator": [ - "2016-011A", - "2018-039A" - ], - "sat:orbit_state": [ - "ascending", - "descending" - ], - "s3:product_type": [ - "SY_2_SYN___" - ], - "s3:product_name": [ - "synergy-syn" - ], - "s3:processing_timeliness": [ - "NT" - ], - "eo:bands": [ - { - "name": "Oa01", - "description": "Band 1 - Aerosol correction, improved water constituent retrieval", - "center_wavelength": 0.4, - "full_width_half_max": 0.015 - }, - { - "name": "Oa02", - "description": "Band 2 - Yellow substance and detrital pigments (turbidity)", - "center_wavelength": 0.4125, - "full_width_half_max": 0.01 - }, - { - "name": "Oa03", - "description": "Band 3 - Chlorophyll absorption maximum, biogeochemistry, vegetation", - "center_wavelength": 0.4425, - "full_width_half_max": 0.01 - }, - { - "name": "Oa04", - "description": "Band 4 - Chlorophyll", - "center_wavelength": 0.49, - "full_width_half_max": 0.01 - }, - { - "name": "Oa05", - "description": "Band 5 - Chlorophyll, sediment, turbidity, red tide", - "center_wavelength": 0.51, - "full_width_half_max": 0.01 - }, - { - "name": "Oa06", - "description": "Band 6 - Chlorophyll reference (minimum)", - "center_wavelength": 0.56, - "full_width_half_max": 0.01 - }, - { - "name": "Oa07", - "description": "Band 7 - Sediment loading", - "center_wavelength": 0.62, - "full_width_half_max": 0.01 - }, - { - "name": "Oa08", - "description": "Band 8 - 2nd Chlorophyll absorption maximum, sediment, yellow substance / vegetation", - "center_wavelength": 0.665, - "full_width_half_max": 0.01 - }, - { - "name": "Oa09", - "description": "Band 9 - Improved fluorescence retrieval", - "center_wavelength": 0.67375, - "full_width_half_max": 0.0075 - }, - { - "name": "Oa10", - "description": "Band 10 - Chlorophyll fluorescence peak, red edge", - "center_wavelength": 0.68125, - "full_width_half_max": 0.0075 - }, - { - "name": "Oa11", - "description": "Band 11 - Chlorophyll fluorescence baseline, red edge transition", - "center_wavelength": 0.70875, - "full_width_half_max": 0.01 - }, - { - "name": "Oa12", - "description": "Band 12 - O2 absorption / clouds, vegetation", - "center_wavelength": 0.75375, - "full_width_half_max": 0.0075 - }, - { - "name": "Oa13", - "description": "Band 13 - O2 absorption / aerosol correction", - "center_wavelength": 0.76125, - "full_width_half_max": 0.0025 - }, - { - "name": "Oa16", - "description": "Band 16 - Atmospheric / aerosol correction", - "center_wavelength": 0.77875, - "full_width_half_max": 0.015 - }, - { - "name": "Oa17", - "description": "Band 17 - Atmospheric / aerosol correction, clouds, pixel co-registration", - "center_wavelength": 0.865, - "full_width_half_max": 0.02 - }, - { - "name": "Oa18", - "description": "Band 18 - Water vapour absorption reference. Common reference band with SLSTR. Vegetation monitoring", - "center_wavelength": 0.885, - "full_width_half_max": 0.01 - }, - { - "name": "Oa19", - "description": "Band 19 - Water vapour absorption, vegetation monitoring (maximum REFLECTANCE)", - "center_wavelength": 0.9, - "full_width_half_max": 0.01 - }, - { - "name": "Oa21", - "description": "Band 21 - Water vapour absorption, atmospheric / aerosol correction", - "center_wavelength": 1.02, - "full_width_half_max": 0.04 - }, - { - "name": "S1", - "description": "Band 1 - Cloud screening, vegetation monitoring, aerosol", - "center_wavelength": 0.55427, - "full_width_half_max": 0.01926 - }, - { - "name": "S2", - "description": "Band 2 - NDVI, vegetation monitoring, aerosol", - "center_wavelength": 0.65947, - "full_width_half_max": 0.01925 - }, - { - "name": "S3", - "description": "Band 3 - NDVI, cloud flagging, pixel co-registration", - "center_wavelength": 0.868, - "full_width_half_max": 0.0206 - }, - { - "name": "S4", - "description": "Band 4 - Cirrus detection over land", - "center_wavelength": 1.3748, - "full_width_half_max": 0.0208 - }, - { - "name": "S5", - "description": "Band 5 - Cloud clearing, ice, snow, vegetation monitoring", - "center_wavelength": 1.6134, - "full_width_half_max": 0.06068 - }, - { - "name": "S6", - "description": "Band 6 - Vegetation state and cloud clearing", - "center_wavelength": 2.2557, - "full_width_half_max": 0.05015 - }, - { - "name": "SYN01", - "description": "OLCI channel Oa01", - "center_wavelength": 0.4, - "full_width_half_max": 0.015 - }, - { - "name": "SYN02", - "description": "OLCI channel Oa02", - "center_wavelength": 0.4125, - "full_width_half_max": 0.01 - }, - { - "name": "SYN03", - "description": "OLCI channel Oa03", - "center_wavelength": 0.4425, - "full_width_half_max": 0.01 - }, - { - "name": "SYN04", - "description": "OLCI channel Oa04", - "center_wavelength": 0.49, - "full_width_half_max": 0.01 - }, - { - "name": "SYN05", - "description": "OLCI channel Oa05", - "center_wavelength": 0.51, - "full_width_half_max": 0.01 - }, - { - "name": "SYN06", - "description": "OLCI channel Oa06", - "center_wavelength": 0.56, - "full_width_half_max": 0.01 - }, - { - "name": "SYN07", - "description": "OLCI channel Oa07", - "center_wavelength": 0.62, - "full_width_half_max": 0.01 - }, - { - "name": "SYN08", - "description": "OLCI channel Oa08", - "center_wavelength": 0.665, - "full_width_half_max": 0.01 - }, - { - "name": "SYN09", - "description": "OLCI channel Oa09", - "center_wavelength": 0.67375, - "full_width_half_max": 0.0075 - }, - { - "name": "SYN10", - "description": "OLCI channel Oa10", - "center_wavelength": 0.68125, - "full_width_half_max": 0.0075 - }, - { - "name": "SYN11", - "description": "OLCI channel Oa11", - "center_wavelength": 0.70875, - "full_width_half_max": 0.01 - }, - { - "name": "SYN12", - "description": "OLCI channel Oa12", - "center_wavelength": 0.75375, - "full_width_half_max": 0.0075 - }, - { - "name": "SYN13", - "description": "OLCI channel Oa16", - "center_wavelength": 0.7785, - "full_width_half_max": 0.015 - }, - { - "name": "SYN14", - "description": "OLCI channel Oa17", - "center_wavelength": 0.865, - "full_width_half_max": 0.02 - }, - { - "name": "SYN15", - "description": "OLCI channel Oa18", - "center_wavelength": 0.885, - "full_width_half_max": 0.01 - }, - { - "name": "SYN16", - "description": "OLCI channel Oa21", - "center_wavelength": 1.02, - "full_width_half_max": 0.04 - }, - { - "name": "SYN17", - "description": "SLSTR nadir channel S1", - "center_wavelength": 0.555, - "full_width_half_max": 0.02 - }, - { - "name": "SYN18", - "description": "SLSTR nadir channel S2", - "center_wavelength": 0.659, - "full_width_half_max": 0.02 - }, - { - "name": "SYN19", - "description": "SLSTR nadir channel S3", - "center_wavelength": 0.865, - "full_width_half_max": 0.02 - }, - { - "name": "SYN20", - "description": "SLSTR nadir channel S5", - "center_wavelength": 1.61, - "full_width_half_max": 0.06 - }, - { - "name": "SYN21", - "description": "SLSTR nadir channel S6", - "center_wavelength": 2.25, - "full_width_half_max": 0.05 - }, - { - "name": "SYN22", - "description": "SLSTR oblique channel S1", - "center_wavelength": 0.555, - "full_width_half_max": 0.02 - }, - { - "name": "SYN23", - "description": "SLSTR oblique channel S2", - "center_wavelength": 0.659, - "full_width_half_max": 0.02 - }, - { - "name": "SYN24", - "description": "SLSTR oblique channel S3", - "center_wavelength": 0.865, - "full_width_half_max": 0.02 - }, - { - "name": "SYN25", - "description": "SLSTR oblique channel S5", - "center_wavelength": 1.61, - "full_width_half_max": 0.06 - }, - { - "name": "SYN26", - "description": "SLSTR oblique channel S6", - "center_wavelength": 2.25, - "full_width_half_max": 0.05 - } - ] - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -90, - 180, - 90 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2018-09-22T16:51:00.001276Z", - null - ] - ] - } - }, - "item_assets": { - "safe-manifest": { - "type": "application/xml", - "description": "SAFE product manifest", - "roles": [ - "metadata" - ] + "description": "Classification and quality Flags associated with OLCI, SLSTR and SYNERGY products" }, - "syn-oa01-reflectance": { + "syn-ato550": { "type": "application/x-netcdf", - "description": "Surface directional reflectance associated with OLCI channel 01", + "roles": [ + "data" + ], "eo:bands": [ { - "name": "SYN01", - "description": "OLCI channel Oa01", + "name": "S1", + "description": "Band 1 - Cloud screening, vegetation monitoring, aerosol", + "center_wavelength": 0.55427, + "full_width_half_max": 0.01926 + }, + { + "name": "S2", + "description": "Band 2 - NDVI, vegetation monitoring, aerosol", + "center_wavelength": 0.65947, + "full_width_half_max": 0.01925 + }, + { + "name": "S3", + "description": "Band 3 - NDVI, cloud flagging, pixel co-registration", + "center_wavelength": 0.868, + "full_width_half_max": 0.0206 + }, + { + "name": "S5", + "description": "Band 5 - Cloud clearing, ice, snow, vegetation monitoring", + "center_wavelength": 1.6134, + "full_width_half_max": 0.06068 + }, + { + "name": "S6", + "description": "Band 6 - Vegetation state and cloud clearing", + "center_wavelength": 2.2557, + "full_width_half_max": 0.05015 + }, + { + "name": "Oa01", + "description": "Band 1 - Aerosol correction, improved water constituent retrieval", "center_wavelength": 0.4, "full_width_half_max": 0.015 - } - ], - "roles": [ - "data" - ] - }, - "syn-oa02-reflectance": { - "type": "application/x-netcdf", - "description": "Surface directional reflectance associated with OLCI channel 02", - "eo:bands": [ + }, { - "name": "SYN02", - "description": "OLCI channel Oa02", + "name": "Oa02", + "description": "Band 2 - Yellow substance and detrital pigments (turbidity)", "center_wavelength": 0.4125, "full_width_half_max": 0.01 - } - ], - "roles": [ - "data" - ] - }, - "syn-oa03-reflectance": { - "type": "application/x-netcdf", - "description": "Surface directional reflectance associated with OLCI channel 03", - "eo:bands": [ + }, { - "name": "SYN03", - "description": "OLCI channel Oa03", + "name": "Oa03", + "description": "Band 3 - Chlorophyll absorption maximum, biogeochemistry, vegetation", "center_wavelength": 0.4425, "full_width_half_max": 0.01 - } - ], - "roles": [ - "data" - ] - }, - "syn-oa04-reflectance": { - "type": "application/x-netcdf", - "description": "Surface directional reflectance associated with OLCI channel 04", - "eo:bands": [ + }, { - "name": "SYN04", - "description": "OLCI channel Oa04", + "name": "Oa04", + "description": "Band 4 - Chlorophyll", "center_wavelength": 0.49, "full_width_half_max": 0.01 - } - ], - "roles": [ - "data" - ] - }, - "syn-oa05-reflectance": { - "type": "application/x-netcdf", - "description": "Surface directional reflectance associated with OLCI channel 05", - "eo:bands": [ + }, { - "name": "SYN05", - "description": "OLCI channel Oa05", + "name": "Oa05", + "description": "Band 5 - Chlorophyll, sediment, turbidity, red tide", "center_wavelength": 0.51, "full_width_half_max": 0.01 - } - ], - "roles": [ - "data" - ] - }, - "syn-oa06-reflectance": { - "type": "application/x-netcdf", - "description": "Surface directional reflectance associated with OLCI channel 06", - "eo:bands": [ + }, { - "name": "SYN06", - "description": "OLCI channel Oa06", + "name": "Oa06", + "description": "Band 6 - Chlorophyll reference (minimum)", "center_wavelength": 0.56, "full_width_half_max": 0.01 - } - ], - "roles": [ - "data" - ] - }, - "syn-oa07-reflectance": { - "type": "application/x-netcdf", - "description": "Surface directional reflectance associated with OLCI channel 07", - "eo:bands": [ + }, { - "name": "SYN07", - "description": "OLCI channel Oa07", + "name": "Oa07", + "description": "Band 7 - Sediment loading", "center_wavelength": 0.62, "full_width_half_max": 0.01 - } - ], - "roles": [ - "data" - ] - }, - "syn-oa08-reflectance": { - "type": "application/x-netcdf", - "description": "Surface directional reflectance associated with OLCI channel 08", - "eo:bands": [ + }, { - "name": "SYN08", - "description": "OLCI channel Oa08", + "name": "Oa08", + "description": "Band 8 - 2nd Chlorophyll absorption maximum, sediment, yellow substance / vegetation", "center_wavelength": 0.665, "full_width_half_max": 0.01 - } - ], - "roles": [ - "data" - ] - }, - "syn-oa09-reflectance": { - "type": "application/x-netcdf", - "description": "Surface directional reflectance associated with OLCI channel 09", - "eo:bands": [ + }, { - "name": "SYN09", - "description": "OLCI channel Oa09", + "name": "Oa09", + "description": "Band 9 - Improved fluorescence retrieval", "center_wavelength": 0.67375, "full_width_half_max": 0.0075 - } - ], - "roles": [ - "data" - ] - }, - "syn-oa10-reflectance": { - "type": "application/x-netcdf", - "description": "Surface directional reflectance associated with OLCI channel 10", - "eo:bands": [ + }, { - "name": "SYN10", - "description": "OLCI channel Oa10", + "name": "Oa10", + "description": "Band 10 - Chlorophyll fluorescence peak, red edge", "center_wavelength": 0.68125, "full_width_half_max": 0.0075 - } - ], - "roles": [ - "data" - ] - }, - "syn-oa11-reflectance": { - "type": "application/x-netcdf", - "description": "Surface directional reflectance associated with OLCI channel 11", - "eo:bands": [ + }, { - "name": "SYN11", - "description": "OLCI channel Oa11", + "name": "Oa11", + "description": "Band 11 - Chlorophyll fluorescence baseline, red edge transition", "center_wavelength": 0.70875, "full_width_half_max": 0.01 - } - ], - "roles": [ - "data" - ] - }, - "syn-oa12-reflectance": { - "type": "application/x-netcdf", - "description": "Surface directional reflectance associated with OLCI channel 12", - "eo:bands": [ + }, { - "name": "SYN12", - "description": "OLCI channel Oa12", + "name": "Oa12", + "description": "Band 12 - O2 absorption / clouds, vegetation", "center_wavelength": 0.75375, "full_width_half_max": 0.0075 - } - ], - "roles": [ - "data" - ] - }, - "syn-oa16-reflectance": { - "type": "application/x-netcdf", - "description": "Surface directional reflectance associated with OLCI channel 16", - "eo:bands": [ + }, { - "name": "SYN13", - "description": "OLCI channel Oa16", - "center_wavelength": 0.7785, + "name": "Oa16", + "description": "Band 16 - Atmospheric / aerosol correction", + "center_wavelength": 0.77875, "full_width_half_max": 0.015 - } - ], - "roles": [ - "data" - ] - }, - "syn-oa17-reflectance": { - "type": "application/x-netcdf", - "description": "Surface directional reflectance associated with OLCI channel 17", - "eo:bands": [ + }, { - "name": "SYN14", - "description": "OLCI channel Oa17", + "name": "Oa17", + "description": "Band 17 - Atmospheric / aerosol correction, clouds, pixel co-registration", "center_wavelength": 0.865, "full_width_half_max": 0.02 - } - ], - "roles": [ - "data" - ] - }, - "syn-oa18-reflectance": { - "type": "application/x-netcdf", - "description": "Surface directional reflectance associated with OLCI channel 18", - "eo:bands": [ + }, { - "name": "SYN15", - "description": "OLCI channel Oa18", + "name": "Oa18", + "description": "Band 18 - Water vapour absorption reference. Common reference band with SLSTR. Vegetation monitoring", "center_wavelength": 0.885, "full_width_half_max": 0.01 - } - ], - "roles": [ - "data" - ] - }, - "syn-oa21-reflectance": { - "type": "application/x-netcdf", - "description": "Surface directional reflectance associated with OLCI channel 21", - "eo:bands": [ + }, { - "name": "SYN16", - "description": "OLCI channel Oa21", + "name": "Oa21", + "description": "Band 21 - Water vapour absorption, atmospheric / aerosol correction", "center_wavelength": 1.02, "full_width_half_max": 0.04 } ], - "roles": [ - "data" - ] + "description": "Aerosol Optical Thickness Data Set" }, - "syn-s1n-reflectance": { + "geolocation": { "type": "application/x-netcdf", - "description": "Surface directional reflectance associated with SLSTR channel 01 acquired in nadir view", - "eo:bands": [ - { - "name": "SYN17", - "description": "SLSTR nadir channel S1", - "center_wavelength": 0.555, - "full_width_half_max": 0.02 - } - ], "roles": [ "data" - ] - }, - "syn-s2n-reflectance": { - "type": "application/x-netcdf", - "description": "Surface directional reflectance associated with SLSTR channel 02 acquired in nadir view", - "eo:bands": [ - { - "name": "SYN18", - "description": "SLSTR nadir channel S2", - "center_wavelength": 0.659, - "full_width_half_max": 0.02 - } ], + "description": "High resolution georeferencing data" + }, + "safe-manifest": { + "type": "application/xml", "roles": [ - "data" - ] + "metadata" + ], + "description": "SAFE product manifest" }, - "syn-s3n-reflectance": { + "tiepoints-olci": { "type": "application/x-netcdf", - "description": "Surface directional reflectance associated with SLSTR channel 03 acquired in nadir view", - "eo:bands": [ - { - "name": "SYN19", - "description": "SLSTR nadir channel S3", - "center_wavelength": 0.865, - "full_width_half_max": 0.02 - } - ], "roles": [ "data" - ] + ], + "description": "Low resolution georeferencing data and Sun and View angles associated with OLCI products" }, - "syn-s5n-reflectance": { + "tiepoints-meteo": { "type": "application/x-netcdf", - "description": "Surface directional reflectance associated with SLSTR channel 05 acquired in nadir view", - "eo:bands": [ - { - "name": "SYN20", - "description": "SLSTR nadir channel S5", - "center_wavelength": 1.61, - "full_width_half_max": 0.06 - } - ], "roles": [ "data" - ] + ], + "description": "ECMWF meteorology data" }, - "syn-s6n-reflectance": { + "tiepoints-slstr-n": { "type": "application/x-netcdf", - "description": "Surface directional reflectance associated with SLSTR channel 06 acquired in nadir view", - "eo:bands": [ - { - "name": "SYN21", - "description": "SLSTR nadir channel S6", - "center_wavelength": 2.25, - "full_width_half_max": 0.05 - } - ], "roles": [ "data" - ] + ], + "description": "Low resolution georeferencing data and Sun and View angles associated with SLSTR nadir view products" }, - "syn-s1o-reflectance": { + "tiepoints-slstr-o": { "type": "application/x-netcdf", - "description": "Surface directional reflectance associated with SLSTR channel 01 acquired in oblique view", - "eo:bands": [ - { - "name": "SYN22", - "description": "SLSTR oblique channel S1", - "center_wavelength": 0.555, - "full_width_half_max": 0.02 - } - ], "roles": [ "data" - ] + ], + "description": "Low resolution georeferencing data and Sun and View angles associated with SLSTR oblique view products" }, - "syn-s2o-reflectance": { + "syn-angstrom-exp550": { "type": "application/x-netcdf", - "description": "Surface directional reflectance associated with SLSTR channel 02 acquired in oblique view", - "eo:bands": [ - { - "name": "SYN23", - "description": "SLSTR oblique channel S2", - "center_wavelength": 0.659, - "full_width_half_max": 0.02 - } - ], "roles": [ "data" - ] - }, - "syn-s3o-reflectance": { - "type": "application/x-netcdf", - "description": "Surface directional reflectance associated with SLSTR channel 03 acquired in oblique view", - "eo:bands": [ - { - "name": "SYN24", - "description": "SLSTR oblique channel S3", - "center_wavelength": 0.865, - "full_width_half_max": 0.02 - } - ], - "roles": [ - "data" - ] - }, - "syn-s5o-reflectance": { - "type": "application/x-netcdf", - "description": "Surface directional reflectance associated with SLSTR channel 05 acquired in oblique view", - "eo:bands": [ - { - "name": "SYN25", - "description": "SLSTR oblique channel S5", - "center_wavelength": 1.61, - "full_width_half_max": 0.06 - } ], - "roles": [ - "data" - ] - }, - "syn-s6o-reflectance": { - "type": "application/x-netcdf", - "description": "Surface directional reflectance associated with SLSTR channel 06 acquired in oblique view", - "eo:bands": [ - { - "name": "SYN26", - "description": "SLSTR oblique channel S6", - "center_wavelength": 2.25, - "full_width_half_max": 0.05 - } - ], - "roles": [ - "data" - ] - }, - "syn-ato550": { - "type": "application/x-netcdf", - "description": "Aerosol Optical Thickness Data Set", "eo:bands": [ { "name": "S1", @@ -961,148 +361,403 @@ "full_width_half_max": 0.04 } ], + "description": "Aerosol Angstrom Exponent Data Set" + }, + "syn-s1n-reflectance": { + "type": "application/x-netcdf", "roles": [ "data" - ] + ], + "eo:bands": [ + { + "name": "SYN17", + "description": "SLSTR nadir channel S1", + "center_wavelength": 0.555, + "full_width_half_max": 0.02 + } + ], + "description": "Surface directional reflectance associated with SLSTR channel 01 acquired in nadir view" }, - "syn-angstrom-exp550": { + "syn-s1o-reflectance": { "type": "application/x-netcdf", - "description": "Aerosol Angstrom Exponent Data Set", + "roles": [ + "data" + ], "eo:bands": [ { - "name": "S1", - "description": "Band 1 - Cloud screening, vegetation monitoring, aerosol", - "center_wavelength": 0.55427, - "full_width_half_max": 0.01926 - }, + "name": "SYN22", + "description": "SLSTR oblique channel S1", + "center_wavelength": 0.555, + "full_width_half_max": 0.02 + } + ], + "description": "Surface directional reflectance associated with SLSTR channel 01 acquired in oblique view" + }, + "syn-s2n-reflectance": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "eo:bands": [ { - "name": "S2", - "description": "Band 2 - NDVI, vegetation monitoring, aerosol", - "center_wavelength": 0.65947, - "full_width_half_max": 0.01925 - }, + "name": "SYN18", + "description": "SLSTR nadir channel S2", + "center_wavelength": 0.659, + "full_width_half_max": 0.02 + } + ], + "description": "Surface directional reflectance associated with SLSTR channel 02 acquired in nadir view" + }, + "syn-s2o-reflectance": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "eo:bands": [ { - "name": "S3", - "description": "Band 3 - NDVI, cloud flagging, pixel co-registration", - "center_wavelength": 0.868, - "full_width_half_max": 0.0206 - }, + "name": "SYN23", + "description": "SLSTR oblique channel S2", + "center_wavelength": 0.659, + "full_width_half_max": 0.02 + } + ], + "description": "Surface directional reflectance associated with SLSTR channel 02 acquired in oblique view" + }, + "syn-s3n-reflectance": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "eo:bands": [ { - "name": "S5", - "description": "Band 5 - Cloud clearing, ice, snow, vegetation monitoring", - "center_wavelength": 1.6134, - "full_width_half_max": 0.06068 - }, + "name": "SYN19", + "description": "SLSTR nadir channel S3", + "center_wavelength": 0.865, + "full_width_half_max": 0.02 + } + ], + "description": "Surface directional reflectance associated with SLSTR channel 03 acquired in nadir view" + }, + "syn-s3o-reflectance": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "eo:bands": [ { - "name": "S6", - "description": "Band 6 - Vegetation state and cloud clearing", - "center_wavelength": 2.2557, - "full_width_half_max": 0.05015 - }, + "name": "SYN24", + "description": "SLSTR oblique channel S3", + "center_wavelength": 0.865, + "full_width_half_max": 0.02 + } + ], + "description": "Surface directional reflectance associated with SLSTR channel 03 acquired in oblique view" + }, + "syn-s5n-reflectance": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "eo:bands": [ { - "name": "Oa01", - "description": "Band 1 - Aerosol correction, improved water constituent retrieval", + "name": "SYN20", + "description": "SLSTR nadir channel S5", + "center_wavelength": 1.61, + "full_width_half_max": 0.06 + } + ], + "description": "Surface directional reflectance associated with SLSTR channel 05 acquired in nadir view" + }, + "syn-s5o-reflectance": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "eo:bands": [ + { + "name": "SYN25", + "description": "SLSTR oblique channel S5", + "center_wavelength": 1.61, + "full_width_half_max": 0.06 + } + ], + "description": "Surface directional reflectance associated with SLSTR channel 05 acquired in oblique view" + }, + "syn-s6n-reflectance": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "eo:bands": [ + { + "name": "SYN21", + "description": "SLSTR nadir channel S6", + "center_wavelength": 2.25, + "full_width_half_max": 0.05 + } + ], + "description": "Surface directional reflectance associated with SLSTR channel 06 acquired in nadir view" + }, + "syn-s6o-reflectance": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "eo:bands": [ + { + "name": "SYN26", + "description": "SLSTR oblique channel S6", + "center_wavelength": 2.25, + "full_width_half_max": 0.05 + } + ], + "description": "Surface directional reflectance associated with SLSTR channel 06 acquired in oblique view" + }, + "syn-oa01-reflectance": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "eo:bands": [ + { + "name": "SYN01", + "description": "OLCI channel Oa01", "center_wavelength": 0.4, "full_width_half_max": 0.015 - }, + } + ], + "description": "Surface directional reflectance associated with OLCI channel 01" + }, + "syn-oa02-reflectance": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "eo:bands": [ { - "name": "Oa02", - "description": "Band 2 - Yellow substance and detrital pigments (turbidity)", + "name": "SYN02", + "description": "OLCI channel Oa02", "center_wavelength": 0.4125, "full_width_half_max": 0.01 - }, + } + ], + "description": "Surface directional reflectance associated with OLCI channel 02" + }, + "syn-oa03-reflectance": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "eo:bands": [ { - "name": "Oa03", - "description": "Band 3 - Chlorophyll absorption maximum, biogeochemistry, vegetation", + "name": "SYN03", + "description": "OLCI channel Oa03", "center_wavelength": 0.4425, "full_width_half_max": 0.01 - }, + } + ], + "description": "Surface directional reflectance associated with OLCI channel 03" + }, + "syn-oa04-reflectance": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "eo:bands": [ { - "name": "Oa04", - "description": "Band 4 - Chlorophyll", + "name": "SYN04", + "description": "OLCI channel Oa04", "center_wavelength": 0.49, "full_width_half_max": 0.01 - }, + } + ], + "description": "Surface directional reflectance associated with OLCI channel 04" + }, + "syn-oa05-reflectance": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "eo:bands": [ { - "name": "Oa05", - "description": "Band 5 - Chlorophyll, sediment, turbidity, red tide", + "name": "SYN05", + "description": "OLCI channel Oa05", "center_wavelength": 0.51, "full_width_half_max": 0.01 - }, + } + ], + "description": "Surface directional reflectance associated with OLCI channel 05" + }, + "syn-oa06-reflectance": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "eo:bands": [ { - "name": "Oa06", - "description": "Band 6 - Chlorophyll reference (minimum)", + "name": "SYN06", + "description": "OLCI channel Oa06", "center_wavelength": 0.56, "full_width_half_max": 0.01 - }, + } + ], + "description": "Surface directional reflectance associated with OLCI channel 06" + }, + "syn-oa07-reflectance": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "eo:bands": [ { - "name": "Oa07", - "description": "Band 7 - Sediment loading", + "name": "SYN07", + "description": "OLCI channel Oa07", "center_wavelength": 0.62, "full_width_half_max": 0.01 - }, + } + ], + "description": "Surface directional reflectance associated with OLCI channel 07" + }, + "syn-oa08-reflectance": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "eo:bands": [ { - "name": "Oa08", - "description": "Band 8 - 2nd Chlorophyll absorption maximum, sediment, yellow substance / vegetation", + "name": "SYN08", + "description": "OLCI channel Oa08", "center_wavelength": 0.665, "full_width_half_max": 0.01 - }, + } + ], + "description": "Surface directional reflectance associated with OLCI channel 08" + }, + "syn-oa09-reflectance": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "eo:bands": [ { - "name": "Oa09", - "description": "Band 9 - Improved fluorescence retrieval", + "name": "SYN09", + "description": "OLCI channel Oa09", "center_wavelength": 0.67375, "full_width_half_max": 0.0075 - }, + } + ], + "description": "Surface directional reflectance associated with OLCI channel 09" + }, + "syn-oa10-reflectance": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "eo:bands": [ { - "name": "Oa10", - "description": "Band 10 - Chlorophyll fluorescence peak, red edge", + "name": "SYN10", + "description": "OLCI channel Oa10", "center_wavelength": 0.68125, "full_width_half_max": 0.0075 - }, + } + ], + "description": "Surface directional reflectance associated with OLCI channel 10" + }, + "syn-oa11-reflectance": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "eo:bands": [ { - "name": "Oa11", - "description": "Band 11 - Chlorophyll fluorescence baseline, red edge transition", + "name": "SYN11", + "description": "OLCI channel Oa11", "center_wavelength": 0.70875, "full_width_half_max": 0.01 - }, + } + ], + "description": "Surface directional reflectance associated with OLCI channel 11" + }, + "syn-oa12-reflectance": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "eo:bands": [ { - "name": "Oa12", - "description": "Band 12 - O2 absorption / clouds, vegetation", + "name": "SYN12", + "description": "OLCI channel Oa12", "center_wavelength": 0.75375, "full_width_half_max": 0.0075 - }, + } + ], + "description": "Surface directional reflectance associated with OLCI channel 12" + }, + "syn-oa16-reflectance": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "eo:bands": [ { - "name": "Oa16", - "description": "Band 16 - Atmospheric / aerosol correction", - "center_wavelength": 0.77875, + "name": "SYN13", + "description": "OLCI channel Oa16", + "center_wavelength": 0.7785, "full_width_half_max": 0.015 - }, + } + ], + "description": "Surface directional reflectance associated with OLCI channel 16" + }, + "syn-oa17-reflectance": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "eo:bands": [ { - "name": "Oa17", - "description": "Band 17 - Atmospheric / aerosol correction, clouds, pixel co-registration", + "name": "SYN14", + "description": "OLCI channel Oa17", "center_wavelength": 0.865, "full_width_half_max": 0.02 - }, + } + ], + "description": "Surface directional reflectance associated with OLCI channel 17" + }, + "syn-oa18-reflectance": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "eo:bands": [ { - "name": "Oa18", - "description": "Band 18 - Water vapour absorption reference. Common reference band with SLSTR. Vegetation monitoring", + "name": "SYN15", + "description": "OLCI channel Oa18", "center_wavelength": 0.885, "full_width_half_max": 0.01 - }, + } + ], + "description": "Surface directional reflectance associated with OLCI channel 18" + }, + "syn-oa21-reflectance": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "eo:bands": [ { - "name": "Oa21", - "description": "Band 21 - Water vapour absorption, atmospheric / aerosol correction", + "name": "SYN16", + "description": "OLCI channel Oa21", "center_wavelength": 1.02, "full_width_half_max": 0.04 } ], - "roles": [ - "data" - ] + "description": "Surface directional reflectance associated with OLCI channel 21" }, "syn-sdr-removed-pixels": { "type": "application/x-netcdf", - "description": "Surface directional reflectance and aerosol parameters associated with removed pixel", + "roles": [ + "data" + ], "eo:bands": [ { "name": "S1", @@ -1243,71 +898,120 @@ "full_width_half_max": 0.04 } ], - "roles": [ - "data" - ] - }, - "syn-amin": { - "type": "application/x-netcdf", - "description": "L2 Aerosol model index number data", - "roles": [ - "data" - ] - }, - "syn-flags": { - "type": "application/x-netcdf", - "description": "Classification and quality Flags associated with OLCI, SLSTR and SYNERGY products", - "roles": [ - "data" - ] - }, - "geolocation": { - "type": "application/x-netcdf", - "description": "High resolution georeferencing data", - "roles": [ - "data" - ] - }, - "time": { - "type": "application/x-netcdf", - "description": "Time stamps annotation", - "roles": [ - "data" - ] + "description": "Surface directional reflectance and aerosol parameters associated with removed pixel" }, "annotations-removed-pixels": { "type": "application/x-netcdf", - "description": "Annotations parameters associated with removed pixel", "roles": [ "data" + ], + "description": "Annotations parameters associated with removed pixel" + } + }, + "msft:region": "westeurope", + "msft:group_id": "sentinel-3", + "msft:container": "sentinel-3", + "msft:storage_account": "sentinel3euwest", + "msft:short_description": "Sentinel-3 surface reflectance and aerosol over land (SYNERGY SYN).", + "title": "Sentinel-3 Land Surface Reflectance and Aerosol", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] ] }, - "tiepoints-olci": { - "type": "application/x-netcdf", - "description": "Low resolution georeferencing data and Sun and View angles associated with OLCI products", - "roles": [ - "data" + "temporal": { + "interval": [ + [ + "2018-09-22T16:51:00.001276Z", + null + ] ] - }, - "tiepoints-slstr-n": { - "type": "application/x-netcdf", - "description": "Low resolution georeferencing data and Sun and View angles associated with SLSTR nadir view products", + } + }, + "license": "proprietary", + "keywords": [ + "Sentinel", + "Copernicus", + "ESA", + "Satellite", + "Land", + "Reflectance", + "Aerosol" + ], + "providers": [ + { + "name": "ESA", "roles": [ - "data" - ] + "producer", + "processor", + "licensor" + ], + "url": "https://earth.esa.int/web/guest/home" }, - "tiepoints-slstr-o": { - "type": "application/x-netcdf", - "description": "Low resolution georeferencing data and Sun and View angles associated with SLSTR oblique view products", + { + "name": "Microsoft", "roles": [ - "data" - ] + "host" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "platform": [ + "Sentinel-3A", + "Sentinel-3B" + ], + "instruments": [ + "OLCI", + "SLSTR" + ], + "constellation": [ + "Sentinel-3" + ], + "s3:product_name": [ + "synergy-syn" + ], + "s3:product_type": [ + "SY_2_SYN___" + ], + "sat:orbit_state": [ + "ascending", + "descending" + ], + "s3:processing_timeliness": [ + "NT" + ], + "sat:platform_international_designator": [ + "2016-011A", + "2018-039A" + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-synergy-syn-l2-netcdf-thumb.png", + "title": "Sentinel-3 Land Surface Reflectance and Aerosol Thumbnail", + "media_type": "image/png" }, - "tiepoints-meteo": { - "type": "application/x-netcdf", - "description": "ECMWF meteorology data", + "geoparquet-items": { + "href": "abfs://items/sentinel-3-synergy-syn-l2-netcdf.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC Items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "W" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, "roles": [ - "data" + "stac-items" ] } } diff --git a/datasets/sentinel-3/collection/sentinel-3-synergy-v10-l2-netcdf/template.json b/datasets/sentinel-3/collection/sentinel-3-synergy-v10-l2-netcdf/template.json index f0e4d55eb..3e36667f9 100644 --- a/datasets/sentinel-3/collection/sentinel-3-synergy-v10-l2-netcdf/template.json +++ b/datasets/sentinel-3/collection/sentinel-3-synergy-v10-l2-netcdf/template.json @@ -1,10 +1,8 @@ { - "stac_version": "1.0.0", "type": "Collection", "id": "sentinel-3-synergy-v10-l2-netcdf", - "title": "Sentinel-3 10-Day Surface Reflectance and NDVI (SPOT VEGETATION)", + "stac_version": "1.0.0", "description": "{{ collection.description }}", - "license": "proprietary", "links": [ { "rel": "license", @@ -17,6 +15,12 @@ "href": "https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-3-synergy/product-types/level-2-vg1-v10", "type": "text/html", "title": "Sentinel-3 10-Day Surface Reflectance and NDVI Product (SPOT VEGETATION) User Guide" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/sentinel-3-synergy-v10-l2-netcdf", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], "stac_extensions": [ @@ -25,146 +29,19 @@ "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", "https://stac-extensions.github.io/eo/v1.1.0/schema.json" ], - "keywords": [ - "Sentinel", - "Copernicus", - "ESA", - "Satellite", - "Reflectance", - "NDVI" - ], - "msft:group_id": "sentinel-3", - "msft:short_description": "Sentinel-3 10-day surface reflectance and NDVI (SYNERGY V10, a SPOT VEGETATION Continuity Product).", - "msft:storage_account": "sentinel3euwest", - "msft:container": "sentinel-3", - "msft:region": "westeurope", - "providers": [ - { - "name": "ESA", - "roles": [ - "producer", - "processor", - "licensor" - ], - "url": "https://earth.esa.int/web/guest/home" - }, - { - "name": "Microsoft", - "roles": [ - "host" - ], - "url": "https://planetarycomputer.microsoft.com" - } - ], - "assets": { - "thumbnail": { - "title": "Sentinel-3 10-Day Surface Reflectance and NDVI (SPOT VEGETATION) Thumbnail", - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-synergy-v10-l2-netcdf-thumb.png", - "media_type": "image/png" - }, - "geoparquet-items": { - "href": "abfs://items/sentinel-3-synergy-v10-l2-netcdf.parquet", - "title": "GeoParquet STAC Items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "table:storage_options": { - "account_name": "pcstacitems" - }, - "msft:partition_info": { - "is_partitioned": false - } - } - }, - "summaries": { - "constellation": [ - "Sentinel-3" - ], - "platform": [ - "Sentinel-3A", - "Sentinel-3B" - ], - "instruments": [ - "OLCI", - "SLSTR" - ], - "sat:platform_international_designator": [ - "2016-011A", - "2018-039A" - ], - "sat:orbit_state": [ - "ascending", - "descending" - ], - "s3:product_type": [ - "SY_2_V10___" - ], - "s3:product_name": [ - "synergy-v10" - ], - "s3:processing_timeliness": [ - "NT" - ], - "eo:bands": [ - { - "name": "B0", - "description": "OLCI channels Oa02, Oa03", - "center_wavelength": 0.45, - "full_width_half_max": 0.02 - }, - { - "name": "B2", - "description": "OLCI channels Oa06, Oa07, Oa08, Oa09, Oa10", - "center_wavelength": 0.645, - "full_width_half_max": 0.035 - }, - { - "name": "B3", - "description": "OLCI channels Oa16, Oa17, Oa18, Oa21", - "center_wavelength": 0.835, - "full_width_half_max": 0.055 - }, - { - "name": "MIR", - "description": "SLSTR nadir and oblique channels S5, S6", - "center_wavelength": 1.665, - "full_width_half_max": 0.085 - } - ] - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180.0, - -56.0, - 180.0, - 75.0 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2018-09-27T11:17:21Z", - null - ] - ] - } - }, "item_assets": { - "safe-manifest": { - "type": "application/xml", - "description": "SAFE product manifest", + "ag": { + "type": "application/x-netcdf", "roles": [ - "metadata" - ] + "data" + ], + "description": "Aerosol optical thickness data" }, "b0": { "type": "application/x-netcdf", - "description": "Surface Reflectance Data Set associated with VGT-B0 channel", + "roles": [ + "data" + ], "eo:bands": [ { "name": "B0", @@ -173,13 +50,13 @@ "full_width_half_max": 0.02 } ], - "roles": [ - "data" - ] + "description": "Surface Reflectance Data Set associated with VGT-B0 channel" }, "b2": { "type": "application/x-netcdf", - "description": "Surface Reflectance Data Set associated with VGT-B2 channel", + "roles": [ + "data" + ], "eo:bands": [ { "name": "B2", @@ -188,13 +65,13 @@ "full_width_half_max": 0.035 } ], - "roles": [ - "data" - ] + "description": "Surface Reflectance Data Set associated with VGT-B2 channel" }, "b3": { "type": "application/x-netcdf", - "description": "Surface Reflectance Data Set associated with VGT-B3 channel", + "roles": [ + "data" + ], "eo:bands": [ { "name": "B3", @@ -203,13 +80,34 @@ "full_width_half_max": 0.055 } ], + "description": "Surface Reflectance Data Set associated with VGT-B3 channel" + }, + "og": { + "type": "application/x-netcdf", "roles": [ "data" - ] + ], + "description": "Total Ozone column data" + }, + "sm": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "description": "Status Map data" + }, + "tg": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "description": "Synthesis time data" }, "mir": { "type": "application/x-netcdf", - "description": "Surface Reflectance Data Set associated with VGT-MIR channel", + "roles": [ + "data" + ], "eo:bands": [ { "name": "MIR", @@ -218,92 +116,200 @@ "full_width_half_max": 0.085 } ], + "description": "Surface Reflectance Data Set associated with VGT-MIR channel" + }, + "saa": { + "type": "application/x-netcdf", "roles": [ "data" - ] + ], + "description": "Solar azimuth angle data" }, - "ndvi": { + "sza": { "type": "application/x-netcdf", - "description": "Normalised difference vegetation index", - "eo:bands": [ - { - "name": "B2", - "description": "OLCI channels Oa06, Oa07, Oa08, Oa09, Oa10", - "center_wavelength": 0.645, - "full_width_half_max": 0.035 - }, - { - "name": "B3", - "description": "OLCI channels Oa16, Oa17, Oa18, Oa21", - "center_wavelength": 0.835, - "full_width_half_max": 0.055 - } - ], "roles": [ "data" - ] + ], + "description": "Solar zenith angle data" }, "vaa": { "type": "application/x-netcdf", - "description": "View azimuth angle data", "roles": [ "data" - ] + ], + "description": "View azimuth angle data" }, "vza": { "type": "application/x-netcdf", - "description": "View zenith angle data", "roles": [ "data" - ] + ], + "description": "View zenith angle data" }, - "saa": { + "wvg": { "type": "application/x-netcdf", - "description": "Solar azimuth angle data", "roles": [ "data" - ] + ], + "description": "Total column Water vapour data" }, - "sza": { + "ndvi": { "type": "application/x-netcdf", - "description": "Solar zenith angle data", "roles": [ "data" - ] + ], + "eo:bands": [ + { + "name": "B2", + "description": "OLCI channels Oa06, Oa07, Oa08, Oa09, Oa10", + "center_wavelength": 0.645, + "full_width_half_max": 0.035 + }, + { + "name": "B3", + "description": "OLCI channels Oa16, Oa17, Oa18, Oa21", + "center_wavelength": 0.835, + "full_width_half_max": 0.055 + } + ], + "description": "Normalised difference vegetation index" }, - "ag": { - "type": "application/x-netcdf", - "description": "Aerosol optical thickness data", + "safe-manifest": { + "type": "application/xml", "roles": [ - "data" + "metadata" + ], + "description": "SAFE product manifest" + } + }, + "msft:region": "westeurope", + "msft:group_id": "sentinel-3", + "msft:container": "sentinel-3", + "msft:storage_account": "sentinel3euwest", + "msft:short_description": "Sentinel-3 10-day surface reflectance and NDVI (SYNERGY V10, a SPOT VEGETATION Continuity Product).", + "title": "Sentinel-3 10-Day Surface Reflectance and NDVI (SPOT VEGETATION)", + "extent": { + "spatial": { + "bbox": [ + [ + -180.0, + -56.0, + 180.0, + 75.0 + ] ] }, - "og": { - "type": "application/x-netcdf", - "description": "Total Ozone column data", - "roles": [ - "data" + "temporal": { + "interval": [ + [ + "2018-09-27T11:17:21Z", + null + ] ] - }, - "wvg": { - "type": "application/x-netcdf", - "description": "Total column Water vapour data", + } + }, + "license": "proprietary", + "keywords": [ + "Sentinel", + "Copernicus", + "ESA", + "Satellite", + "Reflectance", + "NDVI" + ], + "providers": [ + { + "name": "ESA", "roles": [ - "data" - ] + "producer", + "processor", + "licensor" + ], + "url": "https://earth.esa.int/web/guest/home" }, - "tg": { - "type": "application/x-netcdf", - "description": "Synthesis time data", + { + "name": "Microsoft", "roles": [ - "data" - ] + "host" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "eo:bands": [ + { + "name": "B0", + "description": "OLCI channels Oa02, Oa03", + "center_wavelength": 0.45, + "full_width_half_max": 0.02 + }, + { + "name": "B2", + "description": "OLCI channels Oa06, Oa07, Oa08, Oa09, Oa10", + "center_wavelength": 0.645, + "full_width_half_max": 0.035 + }, + { + "name": "B3", + "description": "OLCI channels Oa16, Oa17, Oa18, Oa21", + "center_wavelength": 0.835, + "full_width_half_max": 0.055 + }, + { + "name": "MIR", + "description": "SLSTR nadir and oblique channels S5, S6", + "center_wavelength": 1.665, + "full_width_half_max": 0.085 + } + ], + "platform": [ + "Sentinel-3A", + "Sentinel-3B" + ], + "instruments": [ + "OLCI", + "SLSTR" + ], + "constellation": [ + "Sentinel-3" + ], + "s3:product_name": [ + "synergy-v10" + ], + "s3:product_type": [ + "SY_2_V10___" + ], + "sat:orbit_state": [ + "ascending", + "descending" + ], + "s3:processing_timeliness": [ + "NT" + ], + "sat:platform_international_designator": [ + "2016-011A", + "2018-039A" + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-synergy-v10-l2-netcdf-thumb.png", + "title": "Sentinel-3 10-Day Surface Reflectance and NDVI (SPOT VEGETATION) Thumbnail", + "media_type": "image/png" }, - "sm": { - "type": "application/x-netcdf", - "description": "Status Map data", + "geoparquet-items": { + "href": "abfs://items/sentinel-3-synergy-v10-l2-netcdf.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC Items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": false + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, "roles": [ - "data" + "stac-items" ] } } diff --git a/datasets/sentinel-3/collection/sentinel-3-synergy-vg1-l2-netcdf/template.json b/datasets/sentinel-3/collection/sentinel-3-synergy-vg1-l2-netcdf/template.json index 01a6dd05f..17e8e1b2f 100644 --- a/datasets/sentinel-3/collection/sentinel-3-synergy-vg1-l2-netcdf/template.json +++ b/datasets/sentinel-3/collection/sentinel-3-synergy-vg1-l2-netcdf/template.json @@ -1,10 +1,8 @@ { - "stac_version": "1.0.0", "type": "Collection", "id": "sentinel-3-synergy-vg1-l2-netcdf", - "title": "Sentinel-3 1-Day Surface Reflectance and NDVI (SPOT VEGETATION)", + "stac_version": "1.0.0", "description": "{{ collection.description }}", - "license": "proprietary", "links": [ { "rel": "license", @@ -17,6 +15,12 @@ "href": "https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-3-synergy/product-types/level-2-vg1-v10", "type": "text/html", "title": "Sentinel-3 1-Day Surface Reflectance and NDVI Product (SPOT VEGETATION) User Guide" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/sentinel-3-synergy-vg1-l2-netcdf", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], "stac_extensions": [ @@ -25,147 +29,19 @@ "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", "https://stac-extensions.github.io/eo/v1.1.0/schema.json" ], - "keywords": [ - "Sentinel", - "Copernicus", - "ESA", - "Satellite", - "Reflectance", - "NDVI" - ], - "msft:group_id": "sentinel-3", - "msft:short_description": "Sentinel-3 1-day surface reflectance and NDVI (SYNERGY VG1, a SPOT VEGETATION Continuity Product).", - "msft:storage_account": "sentinel3euwest", - "msft:container": "sentinel-3", - "msft:region": "westeurope", - "providers": [ - { - "name": "ESA", - "roles": [ - "producer", - "processor", - "licensor" - ], - "url": "https://earth.esa.int/web/guest/home" - }, - { - "name": "Microsoft", - "roles": [ - "host" - ], - "url": "https://planetarycomputer.microsoft.com" - } - ], - "assets": { - "thumbnail": { - "title": "Sentinel-3 1-Day Surface Reflectance and NDVI (SPOT VEGETATION) Thumbnail", - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-synergy-vg1-l2-netcdf-thumb.png", - "media_type": "image/png" - }, - "geoparquet-items": { - "href": "abfs://items/sentinel-3-synergy-vg1-l2-netcdf.parquet", - "title": "GeoParquet STAC Items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "table:storage_options": { - "account_name": "pcstacitems" - }, - "msft:partition_info": { - "is_partitioned": true, - "partition_frequency": "AS" - } - } - }, - "summaries": { - "constellation": [ - "Sentinel-3" - ], - "platform": [ - "Sentinel-3A", - "Sentinel-3B" - ], - "instruments": [ - "OLCI", - "SLSTR" - ], - "sat:platform_international_designator": [ - "2016-011A", - "2018-039A" - ], - "sat:orbit_state": [ - "ascending", - "descending" - ], - "s3:product_type": [ - "SY_2_VG1___" - ], - "s3:product_name": [ - "synergy-vg1" - ], - "s3:processing_timeliness": [ - "NT" - ], - "eo:bands": [ - { - "name": "B0", - "description": "OLCI channels Oa02, Oa03", - "center_wavelength": 0.45, - "full_width_half_max": 0.02 - }, - { - "name": "B2", - "description": "OLCI channels Oa06, Oa07, Oa08, Oa09, Oa10", - "center_wavelength": 0.645, - "full_width_half_max": 0.035 - }, - { - "name": "B3", - "description": "OLCI channels Oa16, Oa17, Oa18, Oa21", - "center_wavelength": 0.835, - "full_width_half_max": 0.055 - }, - { - "name": "MIR", - "description": "SLSTR nadir and oblique channels S5, S6", - "center_wavelength": 1.665, - "full_width_half_max": 0.085 - } - ] - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180.0, - -56.0, - 180.0, - 75.0 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2018-10-04T23:17:21Z", - null - ] - ] - } - }, "item_assets": { - "safe-manifest": { - "type": "application/xml", - "description": "SAFE product manifest", + "ag": { + "type": "application/x-netcdf", "roles": [ - "metadata" - ] + "data" + ], + "description": "Aerosol optical thickness data" }, "b0": { "type": "application/x-netcdf", - "description": "Surface Reflectance Data Set associated with VGT-B0 channel", + "roles": [ + "data" + ], "eo:bands": [ { "name": "B0", @@ -174,13 +50,13 @@ "full_width_half_max": 0.02 } ], - "roles": [ - "data" - ] + "description": "Surface Reflectance Data Set associated with VGT-B0 channel" }, "b2": { "type": "application/x-netcdf", - "description": "Surface Reflectance Data Set associated with VGT-B2 channel", + "roles": [ + "data" + ], "eo:bands": [ { "name": "B2", @@ -189,13 +65,13 @@ "full_width_half_max": 0.035 } ], - "roles": [ - "data" - ] + "description": "Surface Reflectance Data Set associated with VGT-B2 channel" }, "b3": { "type": "application/x-netcdf", - "description": "Surface Reflectance Data Set associated with VGT-B3 channel", + "roles": [ + "data" + ], "eo:bands": [ { "name": "B3", @@ -204,13 +80,34 @@ "full_width_half_max": 0.055 } ], + "description": "Surface Reflectance Data Set associated with VGT-B3 channel" + }, + "og": { + "type": "application/x-netcdf", "roles": [ "data" - ] + ], + "description": "Total Ozone column data" + }, + "sm": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "description": "Status Map data" + }, + "tg": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "description": "Synthesis time data" }, "mir": { "type": "application/x-netcdf", - "description": "Surface Reflectance Data Set associated with VGT-MIR channel", + "roles": [ + "data" + ], "eo:bands": [ { "name": "MIR", @@ -219,92 +116,201 @@ "full_width_half_max": 0.085 } ], + "description": "Surface Reflectance Data Set associated with VGT-MIR channel" + }, + "saa": { + "type": "application/x-netcdf", "roles": [ "data" - ] + ], + "description": "Solar azimuth angle data" }, - "ndvi": { + "sza": { "type": "application/x-netcdf", - "description": "Normalised difference vegetation index", - "eo:bands": [ - { - "name": "B2", - "description": "OLCI channels Oa06, Oa07, Oa08, Oa09, Oa10", - "center_wavelength": 0.645, - "full_width_half_max": 0.035 - }, - { - "name": "B3", - "description": "OLCI channels Oa16, Oa17, Oa18, Oa21", - "center_wavelength": 0.835, - "full_width_half_max": 0.055 - } - ], "roles": [ "data" - ] + ], + "description": "Solar zenith angle data" }, "vaa": { "type": "application/x-netcdf", - "description": "View azimuth angle data", "roles": [ "data" - ] + ], + "description": "View azimuth angle data" }, "vza": { "type": "application/x-netcdf", - "description": "View zenith angle data", "roles": [ "data" - ] + ], + "description": "View zenith angle data" }, - "saa": { + "wvg": { "type": "application/x-netcdf", - "description": "Solar azimuth angle data", "roles": [ "data" - ] + ], + "description": "Total column Water vapour data" }, - "sza": { + "ndvi": { "type": "application/x-netcdf", - "description": "Solar zenith angle data", "roles": [ "data" - ] + ], + "eo:bands": [ + { + "name": "B2", + "description": "OLCI channels Oa06, Oa07, Oa08, Oa09, Oa10", + "center_wavelength": 0.645, + "full_width_half_max": 0.035 + }, + { + "name": "B3", + "description": "OLCI channels Oa16, Oa17, Oa18, Oa21", + "center_wavelength": 0.835, + "full_width_half_max": 0.055 + } + ], + "description": "Normalised difference vegetation index" }, - "ag": { - "type": "application/x-netcdf", - "description": "Aerosol optical thickness data", + "safe-manifest": { + "type": "application/xml", "roles": [ - "data" + "metadata" + ], + "description": "SAFE product manifest" + } + }, + "msft:region": "westeurope", + "msft:group_id": "sentinel-3", + "msft:container": "sentinel-3", + "msft:storage_account": "sentinel3euwest", + "msft:short_description": "Sentinel-3 1-day surface reflectance and NDVI (SYNERGY VG1, a SPOT VEGETATION Continuity Product).", + "title": "Sentinel-3 1-Day Surface Reflectance and NDVI (SPOT VEGETATION)", + "extent": { + "spatial": { + "bbox": [ + [ + -180.0, + -56.0, + 180.0, + 75.0 + ] ] }, - "og": { - "type": "application/x-netcdf", - "description": "Total Ozone column data", - "roles": [ - "data" + "temporal": { + "interval": [ + [ + "2018-10-04T23:17:21Z", + null + ] ] - }, - "wvg": { - "type": "application/x-netcdf", - "description": "Total column Water vapour data", + } + }, + "license": "proprietary", + "keywords": [ + "Sentinel", + "Copernicus", + "ESA", + "Satellite", + "Reflectance", + "NDVI" + ], + "providers": [ + { + "name": "ESA", "roles": [ - "data" - ] + "producer", + "processor", + "licensor" + ], + "url": "https://earth.esa.int/web/guest/home" }, - "tg": { - "type": "application/x-netcdf", - "description": "Synthesis time data", + { + "name": "Microsoft", "roles": [ - "data" - ] + "host" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "eo:bands": [ + { + "name": "B0", + "description": "OLCI channels Oa02, Oa03", + "center_wavelength": 0.45, + "full_width_half_max": 0.02 + }, + { + "name": "B2", + "description": "OLCI channels Oa06, Oa07, Oa08, Oa09, Oa10", + "center_wavelength": 0.645, + "full_width_half_max": 0.035 + }, + { + "name": "B3", + "description": "OLCI channels Oa16, Oa17, Oa18, Oa21", + "center_wavelength": 0.835, + "full_width_half_max": 0.055 + }, + { + "name": "MIR", + "description": "SLSTR nadir and oblique channels S5, S6", + "center_wavelength": 1.665, + "full_width_half_max": 0.085 + } + ], + "platform": [ + "Sentinel-3A", + "Sentinel-3B" + ], + "instruments": [ + "OLCI", + "SLSTR" + ], + "constellation": [ + "Sentinel-3" + ], + "s3:product_name": [ + "synergy-vg1" + ], + "s3:product_type": [ + "SY_2_VG1___" + ], + "sat:orbit_state": [ + "ascending", + "descending" + ], + "s3:processing_timeliness": [ + "NT" + ], + "sat:platform_international_designator": [ + "2016-011A", + "2018-039A" + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-synergy-vg1-l2-netcdf-thumb.png", + "title": "Sentinel-3 1-Day Surface Reflectance and NDVI (SPOT VEGETATION) Thumbnail", + "media_type": "image/png" }, - "sm": { - "type": "application/x-netcdf", - "description": "Status Map data", + "geoparquet-items": { + "href": "abfs://items/sentinel-3-synergy-vg1-l2-netcdf.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC Items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "AS" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, "roles": [ - "data" + "stac-items" ] } } diff --git a/datasets/sentinel-3/collection/sentinel-3-synergy-vgp-l2-netcdf/template.json b/datasets/sentinel-3/collection/sentinel-3-synergy-vgp-l2-netcdf/template.json index 38fd5eb80..c0f78cbe1 100644 --- a/datasets/sentinel-3/collection/sentinel-3-synergy-vgp-l2-netcdf/template.json +++ b/datasets/sentinel-3/collection/sentinel-3-synergy-vgp-l2-netcdf/template.json @@ -1,10 +1,8 @@ { - "stac_version": "1.0.0", "type": "Collection", "id": "sentinel-3-synergy-vgp-l2-netcdf", - "title": "Sentinel-3 Top of Atmosphere Reflectance (SPOT VEGETATION)", + "stac_version": "1.0.0", "description": "{{ collection.description }}", - "license": "proprietary", "links": [ { "rel": "license", @@ -17,6 +15,12 @@ "href": "https://sentinels.copernicus.eu/web/sentinel/user-guides/sentinel-3-synergy/product-types/level-2-vgp", "type": "text/html", "title": "Sentinel-3 Top of Atmosphere Reflectance Product (SPOT VEGETATION) User Guide" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/sentinel-3-synergy-vgp-l2-netcdf", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], "stac_extensions": [ @@ -25,146 +29,19 @@ "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", "https://stac-extensions.github.io/eo/v1.1.0/schema.json" ], - "keywords": [ - "Sentinel", - "Copernicus", - "ESA", - "Satellite", - "Reflectance" - ], - "msft:group_id": "sentinel-3", - "msft:short_description": "Sentinel-3 top of atmosphere reflectance (SYNERGY VGP, a SPOT VEGETATION Continuity Product).", - "msft:storage_account": "sentinel3euwest", - "msft:container": "sentinel-3", - "msft:region": "westeurope", - "providers": [ - { - "name": "ESA", - "roles": [ - "producer", - "processor", - "licensor" - ], - "url": "https://earth.esa.int/web/guest/home" - }, - { - "name": "Microsoft", - "roles": [ - "host" - ], - "url": "https://planetarycomputer.microsoft.com" - } - ], - "assets": { - "thumbnail": { - "title": "Sentinel-3 Top of Atmosphere Reflectance (SPOT VEGETATION) Thumbnail", - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-synergy-vgp-l2-netcdf-thumb.png", - "media_type": "image/png" - }, - "geoparquet-items": { - "href": "abfs://items/sentinel-3-synergy-vgp-l2-netcdf.parquet", - "title": "GeoParquet STAC Items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "table:storage_options": { - "account_name": "pcstacitems" - }, - "msft:partition_info": { - "is_partitioned": true, - "partition_frequency": "QS" - } - } - }, - "summaries": { - "constellation": [ - "Sentinel-3" - ], - "platform": [ - "Sentinel-3A", - "Sentinel-3B" - ], - "instruments": [ - "OLCI", - "SLSTR" - ], - "sat:platform_international_designator": [ - "2016-011A", - "2018-039A" - ], - "sat:orbit_state": [ - "ascending", - "descending" - ], - "s3:product_type": [ - "SY_2_VGP___" - ], - "s3:product_name": [ - "synergy-vgp" - ], - "s3:processing_timeliness": [ - "NT" - ], - "eo:bands": [ - { - "name": "B0", - "description": "OLCI channels Oa02, Oa03", - "center_wavelength": 0.45, - "full_width_half_max": 0.02 - }, - { - "name": "B2", - "description": "OLCI channels Oa06, Oa07, Oa08, Oa09, Oa10", - "center_wavelength": 0.645, - "full_width_half_max": 0.035 - }, - { - "name": "B3", - "description": "OLCI channels Oa16, Oa17, Oa18, Oa21", - "center_wavelength": 0.835, - "full_width_half_max": 0.055 - }, - { - "name": "MIR", - "description": "SLSTR nadir and oblique channels S5, S6", - "center_wavelength": 1.665, - "full_width_half_max": 0.085 - } - ] - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -90, - 180, - 90 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2018-10-08T08:09:40.491227Z", - null - ] - ] - } - }, "item_assets": { - "safe-manifest": { - "type": "application/xml", - "description": "SAFE product manifest", + "ag": { + "type": "application/x-netcdf", "roles": [ - "metadata" - ] + "data" + ], + "description": "Aerosol optical thickness data" }, "b0": { "type": "application/x-netcdf", - "description": "Top of atmosphere reflectance data set associated with the VGT-B0 channel", + "roles": [ + "data" + ], "eo:bands": [ { "name": "B0", @@ -173,13 +50,13 @@ "full_width_half_max": 0.02 } ], - "roles": [ - "data" - ] + "description": "Top of atmosphere reflectance data set associated with the VGT-B0 channel" }, "b2": { "type": "application/x-netcdf", - "description": "Top of atmosphere reflectance data set associated with the VGT-B2 channel", + "roles": [ + "data" + ], "eo:bands": [ { "name": "B2", @@ -188,13 +65,13 @@ "full_width_half_max": 0.035 } ], - "roles": [ - "data" - ] + "description": "Top of atmosphere reflectance data set associated with the VGT-B2 channel" }, "b3": { "type": "application/x-netcdf", - "description": "Top of atmosphere reflectance data set associated with the VGT-B3 channel", + "roles": [ + "data" + ], "eo:bands": [ { "name": "B3", @@ -203,13 +80,27 @@ "full_width_half_max": 0.055 } ], + "description": "Top of atmosphere reflectance data set associated with the VGT-B3 channel" + }, + "og": { + "type": "application/x-netcdf", "roles": [ "data" - ] + ], + "description": "Total ozone column data" + }, + "sm": { + "type": "application/x-netcdf", + "roles": [ + "data" + ], + "description": "Status map data" }, "mir": { "type": "application/x-netcdf", - "description": "Top of atmosphere Reflectance data set associated with the VGT-MIR channel", + "roles": [ + "data" + ], "eo:bands": [ { "name": "MIR", @@ -218,64 +109,179 @@ "full_width_half_max": 0.085 } ], - "roles": [ - "data" - ] + "description": "Top of atmosphere Reflectance data set associated with the VGT-MIR channel" }, - "vaa": { + "saa": { "type": "application/x-netcdf", - "description": "View azimuth angle data", "roles": [ "data" - ] + ], + "description": "Solar azimuth angle data" }, - "vza": { + "sza": { "type": "application/x-netcdf", - "description": "View zenith angle data", "roles": [ "data" - ] + ], + "description": "Solar zenith angle data" }, - "saa": { + "vaa": { "type": "application/x-netcdf", - "description": "Solar azimuth angle data", "roles": [ "data" - ] + ], + "description": "View azimuth angle data" }, - "sza": { + "vza": { "type": "application/x-netcdf", - "description": "Solar zenith angle data", "roles": [ "data" - ] + ], + "description": "View zenith angle data" }, - "ag": { + "wvg": { "type": "application/x-netcdf", - "description": "Aerosol optical thickness data", "roles": [ "data" - ] + ], + "description": "Total column water vapour data" }, - "og": { - "type": "application/x-netcdf", - "description": "Total ozone column data", + "safe-manifest": { + "type": "application/xml", "roles": [ - "data" + "metadata" + ], + "description": "SAFE product manifest" + } + }, + "msft:region": "westeurope", + "msft:group_id": "sentinel-3", + "msft:container": "sentinel-3", + "msft:storage_account": "sentinel3euwest", + "msft:short_description": "Sentinel-3 top of atmosphere reflectance (SYNERGY VGP, a SPOT VEGETATION Continuity Product).", + "title": "Sentinel-3 Top of Atmosphere Reflectance (SPOT VEGETATION)", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] ] }, - "wvg": { - "type": "application/x-netcdf", - "description": "Total column water vapour data", - "roles": [ - "data" + "temporal": { + "interval": [ + [ + "2018-10-08T08:09:40.491227Z", + null + ] ] + } + }, + "license": "proprietary", + "keywords": [ + "Sentinel", + "Copernicus", + "ESA", + "Satellite", + "Reflectance" + ], + "providers": [ + { + "name": "ESA", + "roles": [ + "producer", + "processor", + "licensor" + ], + "url": "https://earth.esa.int/web/guest/home" }, - "sm": { - "type": "application/x-netcdf", - "description": "Status map data", + { + "name": "Microsoft", "roles": [ - "data" + "host" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "eo:bands": [ + { + "name": "B0", + "description": "OLCI channels Oa02, Oa03", + "center_wavelength": 0.45, + "full_width_half_max": 0.02 + }, + { + "name": "B2", + "description": "OLCI channels Oa06, Oa07, Oa08, Oa09, Oa10", + "center_wavelength": 0.645, + "full_width_half_max": 0.035 + }, + { + "name": "B3", + "description": "OLCI channels Oa16, Oa17, Oa18, Oa21", + "center_wavelength": 0.835, + "full_width_half_max": 0.055 + }, + { + "name": "MIR", + "description": "SLSTR nadir and oblique channels S5, S6", + "center_wavelength": 1.665, + "full_width_half_max": 0.085 + } + ], + "platform": [ + "Sentinel-3A", + "Sentinel-3B" + ], + "instruments": [ + "OLCI", + "SLSTR" + ], + "constellation": [ + "Sentinel-3" + ], + "s3:product_name": [ + "synergy-vgp" + ], + "s3:product_type": [ + "SY_2_VGP___" + ], + "sat:orbit_state": [ + "ascending", + "descending" + ], + "s3:processing_timeliness": [ + "NT" + ], + "sat:platform_international_designator": [ + "2016-011A", + "2018-039A" + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-3-synergy-vgp-l2-netcdf-thumb.png", + "title": "Sentinel-3 Top of Atmosphere Reflectance (SPOT VEGETATION) Thumbnail", + "media_type": "image/png" + }, + "geoparquet-items": { + "href": "abfs://items/sentinel-3-synergy-vgp-l2-netcdf.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC Items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "QS" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" ] } } diff --git a/datasets/sentinel-5p/collection/template.json b/datasets/sentinel-5p/collection/template.json index db13cd244..46c585ddf 100755 --- a/datasets/sentinel-5p/collection/template.json +++ b/datasets/sentinel-5p/collection/template.json @@ -1,10 +1,8 @@ { - "stac_version": "1.0.0", "type": "Collection", "id": "sentinel-5p-l2-netcdf", - "title": "Sentinel-5P Level-2", + "stac_version": "1.0.0", "description": "{{ collection.description }}", - "license": "proprietary", "links": [ { "rel": "license", @@ -17,6 +15,12 @@ "href": "https://sentinel.esa.int/web/sentinel/missions/sentinel-5p", "type": "text/html", "title": "Sentinel-5 Precursor Mission" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/sentinel-5p-l2-netcdf", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], "stac_extensions": [ @@ -24,223 +28,225 @@ "https://stac-extensions.github.io/table/v1.2.0/schema.json", "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json" ], - "keywords": [ - "ESA", - "Copernicus", - "Sentinel", - "Air Quality", - "Climate Change", - "Forecasting" - ], - "msft:short_description": "Sentinel-5P Level 2 atmospheric monitoring products in NetCDF format", - "msft:storage_account": "sentinel5euwest", - "msft:container": "sentinel-5p", - "msft:region": "westeurope", - "providers": [ - { - "name": "ESA", + "item_assets": { + "co": { + "type": "application/x-netcdf", "roles": [ - "producer", - "processor", - "licensor" + "data" ], - "url": "https://earth.esa.int/web/guest/home" + "title": "Carbon Monoxide Total Column" }, - { - "name": "Microsoft", + "o3": { + "type": "application/x-netcdf", "roles": [ - "host" + "data" ], - "url": "https://planetarycomputer.microsoft.com" - } - ], - "assets": { - "thumbnail": { - "title": "Sentinel-5P Level-2 NetCDF Thumbnail", - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-5p-l2-netcdf-thumb.png", - "media_type": "image/png" + "title": "Ozone Total Column" }, - "geoparquet-items": { - "href": "abfs://items/sentinel-5p-l2-netcdf.parquet", - "title": "GeoParquet STAC Items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "type": "application/x-parquet", + "ch4": { + "type": "application/x-netcdf", "roles": [ - "stac-items" + "data" ], - "table:storage_options": { - "account_name": "pcstacitems" - }, - "msft:partition_info": { - "is_partitioned": true, - "partition_frequency": "MS" - } - } - }, - "summaries": { - "constellation": [ - "Sentinel-5P" - ], - "platform": [ - "Sentinel 5 Precursor" - ], - "instruments": [ - "TROPOMI" - ], - "sat:platform_international_designator": [ - "2017-064A" - ], - "s5p:collection_identifier": [ - "01", - "02", - "03" - ], - "s5p:processing_mode": [ - "NRTI", - "OFFL", - "RPRO" - ], - "s5p:product_type": [ - "L2__AER_AI", - "L2__AER_LH", - "L2__CH4___", - "L2__CLOUD_", - "L2__CO____", - "L2__HCHO__", - "L2__NO2___", - "L2__NP_BD3", - "L2__NP_BD6", - "L2__NP_BD7", - "L2__O3_TCL", - "L2__O3____", - "L2__SO2___" - ], - "s5p:product_name": [ - "aer-ai", - "aer-lh", - "ch4", - "cloud", - "co", - "hcho", - "no2", - "np-bd3", - "np-bd6", - "np-bd7", - "o3-tcl", - "o3", - "so2" - ] - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -90, - 180, - 90 - ] - ] + "title": "Methane Total Column" }, - "temporal": { - "interval": [ - [ - "2018-04-30T00:18:50Z", - null - ] - ] - } - }, - "item_assets": { - "aer-ai": { - "title": "Ultraviolet Aerosol Index", + "no2": { "type": "application/x-netcdf", "roles": [ "data" - ] + ], + "title": "Nitrogen Dioxide Total Column" }, - "aer-lh": { - "title": "Aerosol Layer Height", + "so2": { "type": "application/x-netcdf", "roles": [ "data" - ] + ], + "title": "Sulphur Dioxide Total Column" }, - "ch4": { - "title": "Methane Total Column", + "hcho": { "type": "application/x-netcdf", "roles": [ "data" - ] + ], + "title": "Formaldehyde Total Column" }, "cloud": { - "title": "Cloud Fraction, Albedo, and Top Pressure", "type": "application/x-netcdf", "roles": [ "data" - ] + ], + "title": "Cloud Fraction, Albedo, and Top Pressure" }, - "co": { - "title": "Carbon Monoxide Total Column", + "aer-ai": { "type": "application/x-netcdf", "roles": [ "data" - ] + ], + "title": "Ultraviolet Aerosol Index" }, - "hcho": { - "title": "Formaldehyde Total Column", + "aer-lh": { "type": "application/x-netcdf", "roles": [ "data" - ] + ], + "title": "Aerosol Layer Height" }, - "no2": { - "title": "Nitrogen Dioxide Total Column", + "np-bd3": { "type": "application/x-netcdf", "roles": [ "data" - ] + ], + "title": "VIIRS/NPP Band 3 Cloud Mask" }, - "o3": { - "title": "Ozone Total Column", + "np-bd6": { "type": "application/x-netcdf", "roles": [ "data" - ] + ], + "title": "VIIRS/NPP Band 6 Cloud Mask" }, - "o3-tcl": { - "title": "Ozone Tropospheric Column", + "np-bd7": { "type": "application/x-netcdf", "roles": [ "data" - ] + ], + "title": "VIIRS/NPP Band 7 Cloud Mask" }, - "so2": { - "title": "Sulphur Dioxide Total Column", + "o3-tcl": { "type": "application/x-netcdf", "roles": [ "data" + ], + "title": "Ozone Tropospheric Column" + } + }, + "msft:region": "westeurope", + "msft:container": "sentinel-5p", + "msft:storage_account": "sentinel5euwest", + "msft:short_description": "Sentinel-5P Level 2 atmospheric monitoring products in NetCDF format", + "title": "Sentinel-5P Level-2", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] ] }, - "np-bd3": { - "title": "VIIRS/NPP Band 3 Cloud Mask", - "type": "application/x-netcdf", - "roles": [ - "data" + "temporal": { + "interval": [ + [ + "2018-04-30T00:18:50Z", + null + ] ] + } + }, + "license": "proprietary", + "keywords": [ + "ESA", + "Copernicus", + "Sentinel", + "Air Quality", + "Climate Change", + "Forecasting" + ], + "providers": [ + { + "name": "ESA", + "roles": [ + "producer", + "processor", + "licensor" + ], + "url": "https://earth.esa.int/web/guest/home" }, - "np-bd6": { - "title": "VIIRS/NPP Band 6 Cloud Mask", - "type": "application/x-netcdf", + { + "name": "Microsoft", "roles": [ - "data" - ] + "host" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "platform": [ + "Sentinel 5 Precursor" + ], + "instruments": [ + "TROPOMI" + ], + "constellation": [ + "Sentinel-5P" + ], + "s5p:product_name": [ + "aer-ai", + "aer-lh", + "ch4", + "cloud", + "co", + "hcho", + "no2", + "np-bd3", + "np-bd6", + "np-bd7", + "o3-tcl", + "o3", + "so2" + ], + "s5p:product_type": [ + "L2__AER_AI", + "L2__AER_LH", + "L2__CH4___", + "L2__CLOUD_", + "L2__CO____", + "L2__HCHO__", + "L2__NO2___", + "L2__NP_BD3", + "L2__NP_BD6", + "L2__NP_BD7", + "L2__O3_TCL", + "L2__O3____", + "L2__SO2___" + ], + "s5p:processing_mode": [ + "NRTI", + "OFFL", + "RPRO" + ], + "s5p:collection_identifier": [ + "01", + "02", + "03" + ], + "sat:platform_international_designator": [ + "2017-064A" + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/sentinel-5p-l2-netcdf-thumb.png", + "title": "Sentinel-5P Level-2 NetCDF Thumbnail", + "media_type": "image/png" }, - "np-bd7": { - "title": "VIIRS/NPP Band 7 Cloud Mask", - "type": "application/x-netcdf", + "geoparquet-items": { + "href": "abfs://items/sentinel-5p-l2-netcdf.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC Items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "MS" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, "roles": [ - "data" + "stac-items" ] } } diff --git a/datasets/terraclimate/collection/template.json b/datasets/terraclimate/collection/template.json index 2a3323d7a..1bc7d727a 100644 --- a/datasets/terraclimate/collection/template.json +++ b/datasets/terraclimate/collection/template.json @@ -1,559 +1,565 @@ { - "type": "Collection", - "id": "terraclimate", - "stac_version": "1.0.0", - "description": "{{ collection.description }}", - "links": [ - { - "rel": "license", - "href": "https://creativecommons.org/publicdomain/zero/1.0/legalcode", - "type": "text/html", - "title": "CC0-1.0 License" - } - ], - "stac_extensions": [ - "https://stac-extensions.github.io/xarray-assets/v1.0.0/schema.json", - "https://stac-extensions.github.io/datacube/v2.0.0/schema.json" - ], - "title": "TerraClimate", - "providers": [ - { - "name": "Microsoft", - "roles": [ - "host", - "processor" - ], - "url": "https://planetarycomputer.microsoft.com" - }, - { - "name": "Climatology Lab", - "roles": [ - "producer" - ], - "url": "http://www.climatologylab.org/terraclimate.html" - }, - { - "name": "Abatzoglou, J.T., S.Z. Dobrowski, S.A. Parks, K.C. Hegewisch", - "roles": [ - "producer" - ], - "url": "https://www.nature.com/articles/sdata2017191" - } - ], - "assets": { - "zarr-https": { - "href": "https://cpdataeuwest.blob.core.windows.net/cpdata/terraclimate.zarr", - "type": "application/vnd+zarr", - "title": "TerraClimate HTTPS Zarr root", - "description": "HTTPS URI of the TerraClimate Zarr Group on Azure Blob Storage.", - "xarray:open_kwargs": { - "consolidated": true, - "engine": "zarr", - "chunks": {} - }, - "roles": [ - "data", - "zarr", - "https" - ] - }, - "zarr-abfs": { - "href": "az://cpdata/terraclimate.zarr", - "type": "application/vnd+zarr", - "title": "TerraClimate Azure Blob File System Zarr root", - "description": "Azure Blob File System URI of the TerraClimate Zarr Group on Azure Blob Storage for use with adlfs.", - "xarray:open_kwargs": { - "consolidated": true, - "engine": "zarr", - "chunks": {}, - "storage_options": { - "account_name": "cpdataeuwest" + "type": "Collection", + "id": "terraclimate", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://creativecommons.org/publicdomain/zero/1.0/legalcode", + "type": "text/html", + "title": "CC0-1.0 License" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/terraclimate", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/xarray-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/datacube/v2.0.0/schema.json" + ], + "cube:variables": { + "q": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "long_name": "runoff_amount", + "dimensions": "lon lat time", + "description": "Runoff", + "grid_mapping": "crs", + "standard_name": "runoff_amount", + "coordinate_system": "WGS84,EPSG:4326" + }, + "shape": [ + 768, + 4320, + 8640 + ], + "chunks": [ + 12, + 1024, + 1024 + ], + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "Runoff" + }, + "ws": { + "type": "data", + "unit": "m/s", + "attrs": { + "units": "m/s", + "long_name": "wind_speed", + "dimensions": "lon lat time", + "description": "Wind Speed at 10-m", + "grid_mapping": "crs", + "standard_name": "wind_speed", + "coordinate_system": "WGS84,EPSG:4326" + }, + "shape": [ + 768, + 4320, + 8640 + ], + "chunks": [ + 12, + 1024, + 1024 + ], + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "Wind Speed at 10-m" + }, + "aet": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "long_name": "water_evaporation_amount", + "dimensions": "lon lat time", + "description": "Actual Evapotranspiration", + "grid_mapping": "crs", + "standard_name": "water_evaporation_amount", + "coordinate_system": "WGS84,EPSG:4326" + }, + "shape": [ + 768, + 4320, + 8640 + ], + "chunks": [ + 12, + 1024, + 1024 + ], + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "Actual Evapotranspiration" + }, + "def": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "long_name": "water_potential_evaporation_amount_minus_water_evaporation_amount", + "dimensions": "lon lat time", + "description": "Climatic Water Deficit", + "grid_mapping": "crs", + "standard_name": "water_potential_evaporation_amount_minus_water_evaporation_amount", + "coordinate_system": "WGS84,EPSG:4326" + }, + "shape": [ + 768, + 4320, + 8640 + ], + "chunks": [ + 12, + 1024, + 1024 + ], + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "Climatic Water Deficit" + }, + "pet": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "long_name": "water_potential_evaporation_amount", + "dimensions": "lon lat time", + "description": "Reference Evapotranspiration", + "grid_mapping": "crs", + "standard_name": "water_potential_evaporation_amount", + "coordinate_system": "WGS84,EPSG:4326" + }, + "shape": [ + 768, + 4320, + 8640 + ], + "chunks": [ + 12, + 1024, + 1024 + ], + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "Reference Evapotranspiration" + }, + "ppt": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "long_name": "precipitation_amount", + "dimensions": "lon lat time", + "description": "Accumulated Precipitation", + "grid_mapping": "crs", + "standard_name": "precipitation_amount", + "coordinate_system": "WGS84,EPSG:4326" + }, + "shape": [ + 768, + 4320, + 8640 + ], + "chunks": [ + 12, + 1024, + 1024 + ], + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "Accumulated Precipitation" + }, + "swe": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "long_name": "liquid_water_content_of_surface_snow", + "dimensions": "lon lat time", + "description": "Snow Water Equivalent at End of Month", + "grid_mapping": "crs", + "standard_name": "liquid_water_content_of_surface_snow", + "coordinate_system": "WGS84,EPSG:4326" + }, + "shape": [ + 768, + 4320, + 8640 + ], + "chunks": [ + 12, + 1024, + 1024 + ], + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "Snow Water Equivalent at End of Month" + }, + "vap": { + "type": "data", + "unit": "kPa", + "attrs": { + "units": "kPa", + "long_name": "water_vapor_partial_pressure_in_air", + "dimensions": "lon lat time", + "description": "2-m Vapor Pressure", + "grid_mapping": "crs", + "standard_name": "water_vapor_partial_pressure_in_air", + "coordinate_system": "WGS84,EPSG:4326" + }, + "shape": [ + 768, + 4320, + 8640 + ], + "chunks": [ + 12, + 1024, + 1024 + ], + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "2-m Vapor Pressure" + }, + "vpd": { + "type": "data", + "unit": "kPa", + "attrs": { + "units": "kPa", + "long_name": "vapor_pressure_deficit", + "dimensions": "lon lat time", + "description": "Vapor Pressure Deficit", + "grid_mapping": "crs", + "standard_name": "vapor_pressure_deficit", + "coordinate_system": "WGS84,EPSG:4326" + }, + "shape": [ + 768, + 4320, + 8640 + ], + "chunks": [ + 12, + 1024, + 1024 + ], + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "Vapor Pressure Deficit" + }, + "pdsi": { + "type": "data", + "unit": "unitless", + "attrs": { + "units": "unitless", + "long_name": "palmer_drought_severity_index", + "dimensions": "lon lat time", + "description": "Palmer Drought Severity Index", + "grid_mapping": "crs", + "standard_name": "palmer_drought_severity_index", + "coordinate_system": "WGS84,EPSG:4326" + }, + "shape": [ + 768, + 4320, + 8640 + ], + "chunks": [ + 12, + 1024, + 1024 + ], + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "Palmer Drought Severity Index" + }, + "soil": { + "type": "data", + "unit": "mm", + "attrs": { + "units": "mm", + "long_name": "soil_moisture_content", + "dimensions": "lon lat time", + "description": "Soil Moisture at End of Month", + "grid_mapping": "crs", + "standard_name": "soil_moisture_content", + "coordinate_system": "WGS84,EPSG:4326" + }, + "shape": [ + 768, + 4320, + 8640 + ], + "chunks": [ + 12, + 1024, + 1024 + ], + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "Soil Moisture at End of Month" + }, + "srad": { + "type": "data", + "unit": "W/m^2", + "attrs": { + "units": "W/m^2", + "long_name": "downwelling_shortwave_flux_in_air", + "dimensions": "lon lat time", + "description": "Downward Shortwave Radiation Flux at the Surface", + "grid_mapping": "crs", + "standard_name": "downwelling_shortwave_flux_in_air", + "coordinate_system": "WGS84,EPSG:4326" + }, + "shape": [ + 768, + 4320, + 8640 + ], + "chunks": [ + 12, + 1024, + 1024 + ], + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "Downward Shortwave Radiation Flux at the Surface" + }, + "tmax": { + "type": "data", + "unit": "degC", + "attrs": { + "units": "degC", + "long_name": "air_temperature", + "dimensions": "lon lat time", + "description": "Maximum 2-m Temperature", + "grid_mapping": "crs", + "standard_name": "air_temperature", + "coordinate_system": "WGS84,EPSG:4326" + }, + "shape": [ + 768, + 4320, + 8640 + ], + "chunks": [ + 12, + 1024, + 1024 + ], + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "Maximum 2-m Temperature" + }, + "tmin": { + "type": "data", + "unit": "degC", + "attrs": { + "units": "degC", + "long_name": "air_temperature", + "dimensions": "lon lat time", + "description": "Minimum 2-m Temperature", + "grid_mapping": "crs", + "standard_name": "air_temperature", + "coordinate_system": "WGS84,EPSG:4326" + }, + "shape": [ + 768, + 4320, + 8640 + ], + "chunks": [ + 12, + 1024, + 1024 + ], + "dimensions": [ + "time", + "lat", + "lon" + ], + "description": "Minimum 2-m Temperature" } - }, - "roles": [ - "data", - "zarr", - "abfs" - ] - }, - "thumbnail": { - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/terraclimate.png", - "type": "image/png", - "title": "TerraClimate thumbnail", - "role": [ - "thumbnail" - ] - } - }, - "keywords": [ - "TerraClimate", - "Water", - "Precipitation", - "Temperature", - "Vapor Pressure", - "Climate" - ], - "msft:short_description": "High-resolution global dataset of monthly climate and climatic water balance", - "msft:storage_account": "cpdataeuwest", - "msft:container": "cpdata", - "msft:region": "westeurope", - "cube:dimensions": { - "time": { - "extent": [ - "1958-01-01T00:00:00Z", - "2021-12-01T00:00:00Z" - ], - "description": "time", - "type": "temporal" - }, - "lon": { - "axis": "x", - "extent": [ - -179.97916666666666, - 179.97916666666666 - ], - "description": "longitude", - "reference_system": 4326, - "type": "spatial" - }, - "lat": { - "axis": "y", - "extent": [ - -89.97916666666664, - 89.97916666666667 - ], - "description": "latitude", - "reference_system": 4326, - "type": "spatial" - } - }, - "cube:variables": { - "aet": { - "type": "data", - "description": "Actual Evapotranspiration", - "dimensions": [ - "time", - "lat", - "lon" - ], - "unit": "mm", - "attrs": { - "coordinate_system": "WGS84,EPSG:4326", - "description": "Actual Evapotranspiration", - "dimensions": "lon lat time", - "grid_mapping": "crs", - "long_name": "water_evaporation_amount", - "standard_name": "water_evaporation_amount", - "units": "mm" - }, - "shape": [ - 768, - 4320, - 8640 - ], - "chunks": [ - 12, - 1024, - 1024 - ] - }, - "def": { - "type": "data", - "description": "Climatic Water Deficit", - "dimensions": [ - "time", - "lat", - "lon" - ], - "unit": "mm", - "attrs": { - "coordinate_system": "WGS84,EPSG:4326", - "description": "Climatic Water Deficit", - "dimensions": "lon lat time", - "grid_mapping": "crs", - "long_name": "water_potential_evaporation_amount_minus_water_evaporation_amount", - "standard_name": "water_potential_evaporation_amount_minus_water_evaporation_amount", - "units": "mm" - }, - "shape": [ - 768, - 4320, - 8640 - ], - "chunks": [ - 12, - 1024, - 1024 - ] - }, - "pdsi": { - "type": "data", - "description": "Palmer Drought Severity Index", - "dimensions": [ - "time", - "lat", - "lon" - ], - "unit": "unitless", - "attrs": { - "coordinate_system": "WGS84,EPSG:4326", - "description": "Palmer Drought Severity Index", - "dimensions": "lon lat time", - "grid_mapping": "crs", - "long_name": "palmer_drought_severity_index", - "standard_name": "palmer_drought_severity_index", - "units": "unitless" - }, - "shape": [ - 768, - 4320, - 8640 - ], - "chunks": [ - 12, - 1024, - 1024 - ] - }, - "pet": { - "type": "data", - "description": "Reference Evapotranspiration", - "dimensions": [ - "time", - "lat", - "lon" - ], - "unit": "mm", - "attrs": { - "coordinate_system": "WGS84,EPSG:4326", - "description": "Reference Evapotranspiration", - "dimensions": "lon lat time", - "grid_mapping": "crs", - "long_name": "water_potential_evaporation_amount", - "standard_name": "water_potential_evaporation_amount", - "units": "mm" - }, - "shape": [ - 768, - 4320, - 8640 - ], - "chunks": [ - 12, - 1024, - 1024 - ] - }, - "ppt": { - "type": "data", - "description": "Accumulated Precipitation", - "dimensions": [ - "time", - "lat", - "lon" - ], - "unit": "mm", - "attrs": { - "coordinate_system": "WGS84,EPSG:4326", - "description": "Accumulated Precipitation", - "dimensions": "lon lat time", - "grid_mapping": "crs", - "long_name": "precipitation_amount", - "standard_name": "precipitation_amount", - "units": "mm" - }, - "shape": [ - 768, - 4320, - 8640 - ], - "chunks": [ - 12, - 1024, - 1024 - ] - }, - "q": { - "type": "data", - "description": "Runoff", - "dimensions": [ - "time", - "lat", - "lon" - ], - "unit": "mm", - "attrs": { - "coordinate_system": "WGS84,EPSG:4326", - "description": "Runoff", - "dimensions": "lon lat time", - "grid_mapping": "crs", - "long_name": "runoff_amount", - "standard_name": "runoff_amount", - "units": "mm" - }, - "shape": [ - 768, - 4320, - 8640 - ], - "chunks": [ - 12, - 1024, - 1024 - ] - }, - "soil": { - "type": "data", - "description": "Soil Moisture at End of Month", - "dimensions": [ - "time", - "lat", - "lon" - ], - "unit": "mm", - "attrs": { - "coordinate_system": "WGS84,EPSG:4326", - "description": "Soil Moisture at End of Month", - "dimensions": "lon lat time", - "grid_mapping": "crs", - "long_name": "soil_moisture_content", - "standard_name": "soil_moisture_content", - "units": "mm" - }, - "shape": [ - 768, - 4320, - 8640 - ], - "chunks": [ - 12, - 1024, - 1024 - ] - }, - "srad": { - "type": "data", - "description": "Downward Shortwave Radiation Flux at the Surface", - "dimensions": [ - "time", - "lat", - "lon" - ], - "unit": "W/m^2", - "attrs": { - "coordinate_system": "WGS84,EPSG:4326", - "description": "Downward Shortwave Radiation Flux at the Surface", - "dimensions": "lon lat time", - "grid_mapping": "crs", - "long_name": "downwelling_shortwave_flux_in_air", - "standard_name": "downwelling_shortwave_flux_in_air", - "units": "W/m^2" - }, - "shape": [ - 768, - 4320, - 8640 - ], - "chunks": [ - 12, - 1024, - 1024 - ] - }, - "swe": { - "type": "data", - "description": "Snow Water Equivalent at End of Month", - "dimensions": [ - "time", - "lat", - "lon" - ], - "unit": "mm", - "attrs": { - "coordinate_system": "WGS84,EPSG:4326", - "description": "Snow Water Equivalent at End of Month", - "dimensions": "lon lat time", - "grid_mapping": "crs", - "long_name": "liquid_water_content_of_surface_snow", - "standard_name": "liquid_water_content_of_surface_snow", - "units": "mm" - }, - "shape": [ - 768, - 4320, - 8640 - ], - "chunks": [ - 12, - 1024, - 1024 - ] - }, - "tmax": { - "type": "data", - "description": "Maximum 2-m Temperature", - "dimensions": [ - "time", - "lat", - "lon" - ], - "unit": "degC", - "attrs": { - "coordinate_system": "WGS84,EPSG:4326", - "description": "Maximum 2-m Temperature", - "dimensions": "lon lat time", - "grid_mapping": "crs", - "long_name": "air_temperature", - "standard_name": "air_temperature", - "units": "degC" - }, - "shape": [ - 768, - 4320, - 8640 - ], - "chunks": [ - 12, - 1024, - 1024 - ] - }, - "tmin": { - "type": "data", - "description": "Minimum 2-m Temperature", - "dimensions": [ - "time", - "lat", - "lon" - ], - "unit": "degC", - "attrs": { - "coordinate_system": "WGS84,EPSG:4326", - "description": "Minimum 2-m Temperature", - "dimensions": "lon lat time", - "grid_mapping": "crs", - "long_name": "air_temperature", - "standard_name": "air_temperature", - "units": "degC" - }, - "shape": [ - 768, - 4320, - 8640 - ], - "chunks": [ - 12, - 1024, - 1024 - ] - }, - "vap": { - "type": "data", - "description": "2-m Vapor Pressure", - "dimensions": [ - "time", - "lat", - "lon" - ], - "unit": "kPa", - "attrs": { - "coordinate_system": "WGS84,EPSG:4326", - "description": "2-m Vapor Pressure", - "dimensions": "lon lat time", - "grid_mapping": "crs", - "long_name": "water_vapor_partial_pressure_in_air", - "standard_name": "water_vapor_partial_pressure_in_air", - "units": "kPa" - }, - "shape": [ - 768, - 4320, - 8640 - ], - "chunks": [ - 12, - 1024, - 1024 - ] }, - "vpd": { - "type": "data", - "description": "Vapor Pressure Deficit", - "dimensions": [ - "time", - "lat", - "lon" - ], - "unit": "kPa", - "attrs": { - "coordinate_system": "WGS84,EPSG:4326", - "description": "Vapor Pressure Deficit", - "dimensions": "lon lat time", - "grid_mapping": "crs", - "long_name": "vapor_pressure_deficit", - "standard_name": "vapor_pressure_deficit", - "units": "kPa" - }, - "shape": [ - 768, - 4320, - 8640 - ], - "chunks": [ - 12, - 1024, - 1024 - ] + "msft:container": "cpdata", + "cube:dimensions": { + "lat": { + "axis": "y", + "type": "spatial", + "extent": [ + -89.97916666666664, + 89.97916666666667 + ], + "description": "latitude", + "reference_system": 4326 + }, + "lon": { + "axis": "x", + "type": "spatial", + "extent": [ + -179.97916666666666, + 179.97916666666666 + ], + "description": "longitude", + "reference_system": 4326 + }, + "time": { + "type": "temporal", + "extent": [ + "1958-01-01T00:00:00Z", + "2021-12-01T00:00:00Z" + ], + "description": "time" + } }, - "ws": { - "type": "data", - "description": "Wind Speed at 10-m", - "dimensions": [ - "time", - "lat", - "lon" - ], - "unit": "m/s", - "attrs": { - "coordinate_system": "WGS84,EPSG:4326", - "description": "Wind Speed at 10-m", - "dimensions": "lon lat time", - "grid_mapping": "crs", - "long_name": "wind_speed", - "standard_name": "wind_speed", - "units": "m/s" - }, - "shape": [ - 768, - 4320, - 8640 - ], - "chunks": [ - 12, - 1024, - 1024 - ] - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -180, - -90, - 180, - 90 - ] - ] + "msft:storage_account": "cpdataeuwest", + "msft:short_description": "High-resolution global dataset of monthly climate and climatic water balance", + "msft:region": "westeurope", + "title": "TerraClimate", + "extent": { + "spatial": { + "bbox": [ + [ + -180, + -90, + 180, + 90 + ] + ] + }, + "temporal": { + "interval": [ + [ + "1958-01-01T00:00:00Z", + "2021-12-01T00:00:00Z" + ] + ] + } }, - "temporal": { - "interval": [ - [ - "1958-01-01T00:00:00Z", - "2021-12-01T00:00:00Z" - ] - ] + "license": "CC0-1.0", + "keywords": [ + "TerraClimate", + "Water", + "Precipitation", + "Temperature", + "Vapor Pressure", + "Climate" + ], + "providers": [ + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + }, + { + "name": "Climatology Lab", + "roles": [ + "producer" + ], + "url": "http://www.climatologylab.org/terraclimate.html" + }, + { + "name": "Abatzoglou, J.T., S.Z. Dobrowski, S.A. Parks, K.C. Hegewisch", + "roles": [ + "producer" + ], + "url": "https://www.nature.com/articles/sdata2017191" + } + ], + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/terraclimate.png", + "type": "image/png", + "title": "TerraClimate thumbnail", + "role": [ + "thumbnail" + ] + }, + "zarr-abfs": { + "href": "az://cpdata/terraclimate.zarr", + "type": "application/vnd+zarr", + "title": "TerraClimate Azure Blob File System Zarr root", + "description": "Azure Blob File System URI of the TerraClimate Zarr Group on Azure Blob Storage for use with adlfs.", + "xarray:open_kwargs": { + "chunks": {}, + "engine": "zarr", + "consolidated": true, + "storage_options": { + "account_name": "cpdataeuwest" + } + }, + "roles": [ + "data", + "zarr", + "abfs" + ] + }, + "zarr-https": { + "href": "https://cpdataeuwest.blob.core.windows.net/cpdata/terraclimate.zarr", + "type": "application/vnd+zarr", + "title": "TerraClimate HTTPS Zarr root", + "description": "HTTPS URI of the TerraClimate Zarr Group on Azure Blob Storage.", + "xarray:open_kwargs": { + "chunks": {}, + "engine": "zarr", + "consolidated": true + }, + "roles": [ + "data", + "zarr", + "https" + ] + } } - }, - "license": "CC0-1.0" } \ No newline at end of file diff --git a/datasets/us-census/collection/description.md b/datasets/us-census/collection/description.md new file mode 100644 index 000000000..eadc053c1 --- /dev/null +++ b/datasets/us-census/collection/description.md @@ -0,0 +1,3 @@ +The [2020 Census](https://www.census.gov/programs-surveys/decennial-census/decade/2020/2020-census-main.html) counted every person living in the United States and the five U.S. territories. It marked the 24th census in U.S. history and the first time that households were invited to respond to the census online. + +The tables included on the Planetary Computer provide information on population and geographic boundaries at various levels of cartographic aggregation. diff --git a/datasets/us-census/collection/template.json b/datasets/us-census/collection/template.json new file mode 100644 index 000000000..24a268fb3 --- /dev/null +++ b/datasets/us-census/collection/template.json @@ -0,0 +1,321 @@ +{ + "type": "Collection", + "id": "us-census", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://www.census.gov/about/policies/open-gov/open-data.html", + "type": "text/html", + "title": "U.S. Census Open Data Policy" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/us-census", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], + "item_assets": { + "data": { + "type": "application/x-parquet", + "roles": [ + "data" + ], + "title": "Dataset root", + "table:storage_options": { + "account_name": "ai4edataeuwest" + } + } + }, + "table:tables": [ + { + "name": "American Indian/Alaska Native Areas/Hawaiian Home Lands (AIANNH)", + "description": "This file contains data for legal and statistical [American Indian/Alaska Native Areas/Hawaiian Home Lands (AIANNH)](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_1) entities published by the US Census Bureau.", + "msft:item_name": "cb_2020_us_aiannh_500k" + }, + { + "name": "American Indian Tribal Subdivisions (AITSN)", + "description": "This file contains data on [American Indian Tribal Subdivisions](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_1). These areas are the legally defined subdivisions of American Indian Reservations (AIR), Oklahoma Tribal Statistical Areas (OTSA), and Off-Reservation Trust Land (ORTL).", + "msft:item_name": "cb_2020_us_aitsn_500k" + }, + { + "name": "Alaska Native Regional Corporations (ANRC)", + "description": "This file contains data on [Alaska Native Regional Corporations](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_1), which are corporations created according to the Alaska Native Claims Settlement Act. ", + "msft:item_name": "cb_2020_02_anrc_500k" + }, + { + "name": "Tribal Block Groups (TBG)", + "description": "This file includes data on [Tribal Block Groups](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_26), which are subdivisions of Tribal Census Tracts. These block groups can extend over multiple AIRs and ORTLs due to areas not meeting Block Group minimum population thresholds.", + "msft:item_name": "cb_2020_us_tbg_500k" + }, + { + "name": "Tribal Census Tracts (TTRACT)", + "description": "This file includes data on [Tribal Census Tracts](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_27) which are relatively small statistical subdivisions of AIRs and ORTLs defined by federally recognized tribal government officials in partnership with the Census Bureau. Due to population thresholds, the Tracts may consist of multiple non-contiguous areas.", + "msft:item_name": "cb_2020_us_ttract_500k" + }, + { + "name": "Census Block Groups (BG)", + "description": "This file contains data on [Census Block Groups](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_4). These groups are the second smallest geographic grouping. They consist of clusters of blocks within the same census tract that share the same first digit of their 4-character census block number. Census Block Groups generally contain between 600 and 3,000 people and generally cover contiguous areas.", + "msft:item_name": "cb_2020_us_bg_500k" + }, + { + "name": "Census Tracts (TRACT)", + "description": "This file contains data on [Census Tracts](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_13) which are small and relatively permanent statistical subdivisions of a county or equivalent entity. Tract population size is generally between 1,200 and 8,000 people with an ideal size of 4,000. Boundaries tend to follow visible and identifiable features and are usually contiguous areas.", + "msft:item_name": "cb_2020_us_tract_500k" + }, + { + "name": "Congressional Districts: 116th Congress (CD116)", + "description": "This file contains data on the [Congressional Districts](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_9) for the 116th Congress. ", + "msft:item_name": "cb_2020_us_cd116_500k" + }, + { + "name": "Consolidated Cities (CONCITY)", + "description": "This file contains data on [Consolidated Cities](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_8). These are areas where one or several other incorporated places in a county or Minor Civil Division are included in a consolidated government but still exist as separate legal entities.", + "msft:item_name": "cb_2020_us_concity_500k" + }, + { + "name": "Counties (COUNTY)", + "description": "This file contains data on [Counties and Equivalent Entities](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_12). These are the primary legal divisions of states. Most states use the term \"counties,\" but other terms such as \"Parishes,\" \"Municipios,\" or \"Independent Cities\" may be used. ", + "msft:item_name": "cb_2020_us_county_500k" + }, + { + "name": "Counties within Congressional Districts: 116th Congress (COUNTY_within_CD116)", + "description": "This file contains data on Counties within Congressional Districts.", + "msft:item_name": "cb_2020_us_county_within_cd116_500k" + }, + { + "name": "County Subdivisions (COUSUB)", + "description": "This file contains [County Subdivisions](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_11), which are the primary divisions of counties and equivalent entities. These divisions vary from state to state and include Barrios, Purchases, Townships, and other types of legal and statistical entities. ", + "msft:item_name": "cb_2020_us_cousub_500k" + }, + { + "name": "Divisions (DIVISION)", + "description": "This file contains data on [Divisions](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_10) of the US. This file is similar to the Regions file but contains more divisions and encompasses several states per division.", + "msft:item_name": "cb_2020_us_division_500k" + }, + { + "name": "Core Based Statistical Areas (CBSAs)", + "description": "This file contains data on [Core Based Statistical Areas (CBSAs)](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_7). This encompasses all metropolitan and micropolitan statistical areas.", + "msft:item_name": "cb_2020_us_cbsa_500k" + }, + { + "name": "Combined Statistical Areas (CSA)", + "description": "This file contains data on [Combined Statistical Areas](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_7), which are areas that consist of two or more adjacent CBSAs that have significant employment interchanges.", + "msft:item_name": "cb_2020_us_csa_500k" + }, + { + "name": "Metropolitan Divisions (METDIV)", + "description": "This file contains data on [Metropolitan Divisions](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_7). These areas are groupings of counties or equivalent entities within a metropolitan statistical area with a core of 2.5 million inhabitants and one or more main counties that represent employment centers, plus adjacent counties with commuting ties.", + "msft:item_name": "cb_2020_us_metdiv_500k" + }, + { + "name": "New England City and Town Areas (NECTA)", + "description": "This file contains [New England City and Town Areas](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_7), which encompass metropolitan and micropolitan statistical areas and urban clusters in New England.", + "msft:item_name": "cb_2020_us_necta_500k" + }, + { + "name": "New England City and Town Area Division (NECTADIV)", + "description": "This file contains [New England City and Town Areas Divisions](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_7), which are smaller groupings of cities and towns in New England that contain a single core of 2.5 million inhabitants. Each division must have a total population of 100,000 or more.", + "msft:item_name": "cb_2020_us_nectadiv_500k" + }, + { + "name": "Combined New England City and Town Areas (CNECTA)", + "description": "This file contains data on [Combined New England City and Town Areas](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_7), consisting of two or more adjacent NECTAs that have significant employment interchanges.", + "msft:item_name": "cb_2020_us_cnecta_500k" + }, + { + "name": "Places (PLACE)", + "description": "This file contains [Places](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_14) which are Incorporated Places (legal entities) and Census Designated Places (CDPs, statistical entities). An incorporated place usually is a city, town, village, or borough but can have other legal descriptions. CDPs are settled concentrations of population that are identifiable by name but are not legally incorporated.", + "msft:item_name": "cb_2020_us_place_500k" + }, + { + "name": "Regions (REGION)", + "description": "This file contains [Regions](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_10) of the US and encompasses several states per division.", + "msft:item_name": "cb_2020_us_region_500k" + }, + { + "name": "School Districts - Elementary (ELSD)", + "description": "This file contains [Elementary School Districts](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_23), referring to districts with elementary schools.", + "msft:item_name": "cb_2020_us_elsd_500k" + }, + { + "name": "School Districts - Secondary (SCSD)", + "description": "This file contains [Secondary School Districts](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_23), referring to districts with secondary schools.", + "msft:item_name": "cb_2020_us_scsd_500k" + }, + { + "name": "School Districts - Unified (UNSD)", + "description": "This file contains [Unified School Districts](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_23), referring to districts that provide education to children of all school ages. Unified school districts can have both secondary and elementary schools.", + "msft:item_name": "cb_2020_us_unsd_500k" + }, + { + "name": "State Legislative Districts - Lower Chamber (SLDL)", + "description": "This file contains [Lower Chamber State Legislative Districts](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_24).", + "msft:item_name": "cb_2020_us_sldl_500k" + }, + { + "name": "State Legislative Districts - Upper Chamber (SLDU)", + "description": "This file contains [Upper Chamber State Legislative Districts](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_24).", + "msft:item_name": "cb_2020_us_sldu_500k" + }, + { + "name": "States (STATE)", + "description": "This file contains the [US States and State Equivalent Entities](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_25). Within Census Bureau datasets, the District of Columbia, Puerto Rico, and the Island Areas (American Samoa, the Commonwealth of the Northern Mariana Islands, Guam, and the US Virgin Islands) are treated as statistical equivalents of states alongside the 50 US states.", + "msft:item_name": "cb_2020_us_state_500k" + }, + { + "name": "Subbarrios (SUBBARRIO)", + "description": "This file contains [Subbarrios](https://www.census.gov/programs-surveys/geography/about/glossary.html#pr), which are legally defined subdivisions of Minor Civil Division in Puerto Rico. They don\"t exist within every Minor Civil Division and don\"t always cover the entire Minor Civil Division where they do exist.", + "msft:item_name": "cb_2020_72_subbarrio_500k" + }, + { + "name": "United States Outline", + "description": "This file contains the [United States Outline](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_30) shapefile. This contains all 50 US states plus the District of Columbia, Puerto Rico, and the Island Areas (American Samoa, the Commonwealth of the Northern Mariana Islands, Guam, and the US Virgin Islands). There is only one feature within this dataset.", + "msft:item_name": "cb_2020_us_nation_5m" + }, + { + "name": "Voting Districts (VTD)", + "description": "This file contains all [US Voting Districts](https://www.census.gov/programs-surveys/geography/about/glossary.html#par_textimage_31), which are geographic features established by state, local and tribal governments to conduct elections.", + "msft:item_name": "cb_2020_us_vtd_500k" + } + ], + "msft:container": "us-census", + "msft:storage_account": "ai4edataeuwest", + "msft:short_description": "United States population counts at various levels of cartographic aggregation", + "msft:region": "westeurope", + "title": "US Census", + "extent": { + "spatial": { + "bbox": [ + [ + -124.763068, + 24.523096, + -66.949895, + 49.384358 + ], + [ + -179.148909, + 51.214183, + -129.974167, + 71.365162 + ], + [ + 172.461667, + 51.357688, + 179.77847, + 53.01075 + ], + [ + -178.334698, + 18.910361, + -154.806773, + 28.402123 + ], + [ + 144.618068, + 13.234189, + 144.956712, + 13.654383 + ], + [ + -67.945404, + 17.88328, + -65.220703, + 18.515683 + ], + [ + 144.886331, + 14.110472, + 146.064818, + 20.553802 + ], + [ + -65.085452, + 17.673976, + -64.564907, + 18.412655 + ], + [ + -171.089874, + -14.548699, + -168.1433, + -11.046934 + ], + [ + -178.334698, + 18.910361, + -154.806773, + 28.402123 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2021-08-01T00:00:00Z", + "2021-08-01T00:00:00Z" + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "US Census Bureau", + "Administrative boundaries", + "Population", + "Demographics" + ], + "providers": [ + { + "name": "United States Census Bureau", + "roles": [ + "producer", + "licensor", + "processor" + ], + "url": "https://www.census.gov/en.html" + }, + { + "name": "makepath", + "roles": [ + "processor" + ], + "url": "https://makepath.com/" + }, + { + "name": "Microsoft", + "roles": [ + "host" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/us-census.png", + "type": "image/png", + "title": "US Census" + }, + "geoparquet-items": { + "href": "abfs://items/us-census.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": false + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } +} \ No newline at end of file diff --git a/datasets/usda-cdl/collection/template.json b/datasets/usda-cdl/collection/template.json index e3de49d95..6d099d3f3 100644 --- a/datasets/usda-cdl/collection/template.json +++ b/datasets/usda-cdl/collection/template.json @@ -1,862 +1,868 @@ { - "type": "Collection", - "id": "usda-cdl", - "stac_version": "1.0.0", - "description": "{{ collection.description }}", - "links": [ - { - "rel": "about", - "href": "https://www.nass.usda.gov/Research_and_Science/Cropland/SARS1a.php", - "title": "Product Landing Page" - }, - { - "rel": "license", - "href": "https://www.nass.usda.gov/Research_and_Science/Cropland/sarsfaqs2.php#Section3_5.0", - "title": "Redistribution information" - } - ], - "stac_extensions": [ - "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", - "https://stac-extensions.github.io/raster/v1.1.0/schema.json", - "https://stac-extensions.github.io/classification/v1.1.0/schema.json" - ], - "item_assets": { - "cropland": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "roles": [ - "data" - ], - "raster:bands": [ - { - "nodata": 0, - "data_type": "uint8", - "spatial_resolution": 30 - } - ], - "classification:classes": [ - { - "value": 1, - "description": "Corn", - "color_hint": "FFD200" - }, - { - "value": 2, - "description": "Cotton", - "color_hint": "FF2525" - }, - { - "value": 3, - "description": "Rice", - "color_hint": "00A8E3" - }, - { - "value": 4, - "description": "Sorghum", - "color_hint": "FF9E0A" - }, - { - "value": 5, - "description": "Soybeans", - "color_hint": "256F00" - }, - { - "value": 6, - "description": "Sunflower", - "color_hint": "FFFF00" - }, - { - "value": 10, - "description": "Peanuts", - "color_hint": "6FA400" - }, - { - "value": 11, - "description": "Tobacco", - "color_hint": "00AE4A" - }, - { - "value": 12, - "description": "Sweet Corn", - "color_hint": "DDA40A" - }, - { - "value": 13, - "description": "Pop or Orn Corn", - "color_hint": "DDA40A" - }, - { - "value": 14, - "description": "Mint", - "color_hint": "7DD2FF" - }, - { - "value": 21, - "description": "Barley", - "color_hint": "E1007B" - }, - { - "value": 22, - "description": "Durum Wheat", - "color_hint": "886153" - }, - { - "value": 23, - "description": "Spring Wheat", - "color_hint": "D7B56B" - }, - { - "value": 24, - "description": "Winter Wheat", - "color_hint": "A46F00" - }, - { - "value": 25, - "description": "Other Small Grains", - "color_hint": "D59EBB" - }, - { - "value": 26, - "description": "Winter Wheat/Soybeans", - "color_hint": "6F6F00" - }, - { - "value": 27, - "description": "Rye", - "color_hint": "AC007B" - }, - { - "value": 28, - "description": "Oats", - "color_hint": "9F5888" - }, - { - "value": 29, - "description": "Millet", - "color_hint": "6F0048" - }, - { - "value": 30, - "description": "Speltz", - "color_hint": "D59EBB" - }, - { - "value": 31, - "description": "Canola", - "color_hint": "D1FF00" - }, - { - "value": 32, - "description": "Flaxseed", - "color_hint": "7D99FF" - }, - { - "value": 33, - "description": "Safflower", - "color_hint": "D5D500" - }, - { - "value": 34, - "description": "Rape Seed", - "color_hint": "D1FF00" - }, - { - "value": 35, - "description": "Mustard", - "color_hint": "00AE4A" - }, - { - "value": 36, - "description": "Alfalfa", - "color_hint": "FFA4E1" - }, - { - "value": 37, - "description": "Other Hay/Non Alfalfa", - "color_hint": "A4F18B" - }, - { - "value": 38, - "description": "Camelina", - "color_hint": "00AE4A" - }, - { - "value": 39, - "description": "Buckwheat", - "color_hint": "D59EBB" - }, - { - "value": 41, - "description": "Sugarbeets", - "color_hint": "A800E3" - }, - { - "value": 42, - "description": "Dry Beans", - "color_hint": "A40000" - }, - { - "value": 43, - "description": "Potatoes", - "color_hint": "6F2500" - }, - { - "value": 44, - "description": "Other Crops", - "color_hint": "00AE4A" - }, - { - "value": 45, - "description": "Sugarcane", - "color_hint": "B07DFF" - }, - { - "value": 46, - "description": "Sweet Potatoes", - "color_hint": "6F2500" - }, - { - "value": 47, - "description": "Misc. Vegs & Fruits", - "color_hint": "FF6666" - }, - { - "value": 48, - "description": "Watermelons", - "color_hint": "FF6666" - }, - { - "value": 49, - "description": "Onions", - "color_hint": "FFCC66" - }, - { - "value": 50, - "description": "Cucumbers", - "color_hint": "FF6666" - }, - { - "value": 51, - "description": "Chick Peas", - "color_hint": "00AE4A" - }, - { - "value": 52, - "description": "Lentils", - "color_hint": "00DDAE" - }, - { - "value": 53, - "description": "Peas", - "color_hint": "53FF00" - }, - { - "value": 54, - "description": "Tomatoes", - "color_hint": "F1A277" - }, - { - "value": 55, - "description": "Caneberries", - "color_hint": "FF6666" - }, - { - "value": 56, - "description": "Hops", - "color_hint": "00AE4A" - }, - { - "value": 57, - "description": "Herbs", - "color_hint": "7DD2FF" - }, - { - "value": 58, - "description": "Clover/Wildflowers", - "color_hint": "E8BEFF" - }, - { - "value": 59, - "description": "Sod/Grass Seed", - "color_hint": "AEFFDD" - }, - { - "value": 60, - "description": "Switchgrass", - "color_hint": "00AE4A" - }, - { - "value": 61, - "description": "Fallow/Idle Cropland", - "color_hint": "BEBE77" - }, - { - "value": 63, - "description": "Forest", - "color_hint": "92CC92" - }, - { - "value": 64, - "description": "Shrubland", - "color_hint": "C5D59E" - }, - { - "value": 65, - "description": "Barren", - "color_hint": "CCBEA2" - }, - { - "value": 66, - "description": "Cherries", - "color_hint": "FF00FF" - }, - { - "value": 67, - "description": "Peaches", - "color_hint": "FF8EAA" - }, - { - "value": 68, - "description": "Apples", - "color_hint": "B9004F" - }, - { - "value": 69, - "description": "Grapes", - "color_hint": "6F4488" - }, - { - "value": 70, - "description": "Christmas Trees", - "color_hint": "007777" - }, - { - "value": 71, - "description": "Other Tree Crops", - "color_hint": "B09A6F" - }, - { - "value": 72, - "description": "Citrus", - "color_hint": "FFFF7D" - }, - { - "value": 74, - "description": "Pecans", - "color_hint": "B56F5B" - }, - { - "value": 75, - "description": "Almonds", - "color_hint": "00A482" - }, - { - "value": 76, - "description": "Walnuts", - "color_hint": "E9D5AE" - }, - { - "value": 77, - "description": "Pears", - "color_hint": "B09A6F" - }, - { - "value": 81, - "description": "Clouds/No Data", - "color_hint": "F1F1F1" - }, - { - "value": 82, - "description": "Developed", - "color_hint": "9A9A9A" - }, - { - "value": 83, - "description": "Water", - "color_hint": "4A6fA2" - }, - { - "value": 87, - "description": "Wetlands", - "color_hint": "7DB0B0" - }, - { - "value": 88, - "description": "Nonag/Undefined", - "color_hint": "E8FFBE" - }, + "type": "Collection", + "id": "usda-cdl", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ { - "value": 92, - "description": "Aquaculture", - "color_hint": "00FFFF" + "rel": "about", + "href": "https://www.nass.usda.gov/Research_and_Science/Cropland/SARS1a.php", + "title": "Product Landing Page" }, { - "value": 111, - "description": "Open Water", - "color_hint": "4A6FA2" + "rel": "license", + "href": "https://www.nass.usda.gov/Research_and_Science/Cropland/sarsfaqs2.php#Section3_5.0", + "title": "Redistribution information" }, { - "value": 112, - "description": "Perennial Ice/Snow", - "color_hint": "D2E1F8" - }, - { - "value": 121, - "description": "Developed/Open Space", - "color_hint": "9A9A9A" - }, - { - "value": 122, - "description": "Developed/Low Intensity", - "color_hint": "9A9A9A" - }, - { - "value": 123, - "description": "Developed/Med Intensity", - "color_hint": "9A9A9A" - }, - { - "value": 124, - "description": "Developed/High Intensity", - "color_hint": "9A9A9A" - }, - { - "value": 131, - "description": "Barren", - "color_hint": "CCBEA2" - }, - { - "value": 141, - "description": "Deciduous Forest", - "color_hint": "92CC92" - }, - { - "value": 142, - "description": "Evergreen Forest", - "color_hint": "92CC92" - }, - { - "value": 143, - "description": "Mixed Forest", - "color_hint": "92CC92" - }, - { - "value": 152, - "description": "Shrubland", - "color_hint": "C5D59E" - }, - { - "value": 176, - "description": "Grassland/Pasture", - "color_hint": "E8FFBE" - }, - { - "value": 190, - "description": "Woody Wetlands", - "color_hint": "7DB0B0" - }, - { - "value": 195, - "description": "Herbaceous Wetlands", - "color_hint": "7DB0B0" - }, - { - "value": 204, - "description": "Pistachios", - "color_hint": "00FF8B" - }, - { - "value": 205, - "description": "Triticale", - "color_hint": "D59EBB" - }, - { - "value": 206, - "description": "Carrots", - "color_hint": "FF6666" - }, - { - "value": 207, - "description": "Asparagus", - "color_hint": "FF6666" - }, - { - "value": 208, - "description": "Garlic", - "color_hint": "FF6666" - }, - { - "value": 209, - "description": "Cantaloupes", - "color_hint": "FF6666" - }, - { - "value": 210, - "description": "Prunes", - "color_hint": "FF8EAA" - }, - { - "value": 211, - "description": "Olives", - "color_hint": "334833" - }, - { - "value": 212, - "description": "Oranges", - "color_hint": "E36F25" - }, - { - "value": 213, - "description": "Honeydew Melons", - "color_hint": "FF6666" - }, - { - "value": 214, - "description": "Broccoli", - "color_hint": "FF6666" - }, - { - "value": 215, - "description": "Avocados", - "color_hint": "66994B" - }, - { - "value": 216, - "description": "Peppers", - "color_hint": "FF6666" - }, - { - "value": 217, - "description": "Pomegranates", - "color_hint": "B09A6F" - }, - { - "value": 218, - "description": "Nectarines", - "color_hint": "FF8EAA" - }, - { - "value": 219, - "description": "Greens", - "color_hint": "FF6666" - }, - { - "value": 220, - "description": "Plums", - "color_hint": "FF8EAA" - }, - { - "value": 221, - "description": "Strawberreis", - "color_hint": "FF6666" - }, - { - "value": 222, - "description": "Squash", - "color_hint": "FF6666" - }, - { - "value": 223, - "description": "Apricots", - "color_hint": "FF8EAA" - }, - { - "value": 224, - "description": "Vetch", - "color_hint": "00AE4A" - }, - { - "value": 225, - "description": "Winter Wheat/Corn", - "color_hint": "FFD200" - }, - { - "value": 226, - "description": "Oats/Corn", - "color_hint": "FFD200" - }, - { - "value": 227, - "description": "Lettuce", - "color_hint": "FF6666" - }, - { - "value": 228, - "description": "Triticale/Corn", - "color_hint": "FF6666" - }, - { - "value": 229, - "description": "Pumpkins", - "color_hint": "FF6666" - }, - { - "value": 230, - "description": "Lettuce/Durum Wheat", - "color_hint": "886153" - }, - { - "value": 231, - "description": "Lettuce/Cataloupe", - "color_hint": "FF6666" - }, - { - "value": 232, - "description": "Lettuce/Cotton", - "color_hint": "FF2525" - }, - { - "value": 233, - "description": "Lettuce/Barley", - "color_hint": "A1007B" - }, - { - "value": 234, - "description": "Durum Wheat/Sorghum", - "color_hint": "FF9E0A" - }, - { - "value": 235, - "description": "Barley/Sorghum", - "color_hint": "FF9E0A" - }, - { - "value": 236, - "description": "Winter Wheat/Sorghum", - "color_hint": "A46F00" - }, - { - "value": 237, - "description": "Barley/Corn", - "color_hint": "FFD200" - }, - { - "value": 238, - "description": "Winter Wheat/Cotton", - "color_hint": "A46F00" - }, - { - "value": 239, - "description": "Soybeans/Cotton", - "color_hint": "256F00" - }, - { - "value": 240, - "description": "Soybeans/Oats ", - "color_hint": "256F00" - }, - { - "value": 241, - "description": "Corn/Soybeans", - "color_hint": "FFD200" - }, - { - "value": 242, - "description": "Blueberries", - "color_hint": "000099" - }, - { - "value": 243, - "description": "Cabbage", - "color_hint": "FF6666" - }, - { - "value": 244, - "description": "Cauliflower", - "color_hint": "FF6666" - }, - { - "value": 245, - "description": "Celery", - "color_hint": "FF6666" - }, - { - "value": 246, - "description": "Radishes", - "color_hint": "FF6666" - }, - { - "value": 247, - "description": "Turnips", - "color_hint": "FF6666" - }, - { - "value": 248, - "description": "Eggplants", - "color_hint": "FF6666" - }, - { - "value": 249, - "description": "Gourds", - "color_hint": "FF6666" - }, - { - "value": 250, - "description": "Cranberries", - "color_hint": "FF6666" - }, - { - "value": 254, - "description": "Barley/Soybeans", - "color_hint": "256F00" + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/usda-cdl", + "type": "text/html", + "title": "Human readable dataset overview and reference" } - ] - }, - "confidence": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "roles": [ - "data" - ], - "raster:bands": [ - { - "nodata": 0, - "data_type": "uint8", - "spatial_resolution": 30 + ], + "stac_extensions": [ + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/raster/v1.1.0/schema.json", + "https://stac-extensions.github.io/classification/v1.1.0/schema.json" + ], + "item_assets": { + "corn": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "raster:bands": [ + { + "nodata": 255, + "data_type": "uint8", + "spatial_resolution": 30 + } + ] + }, + "wheat": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "raster:bands": [ + { + "nodata": 255, + "data_type": "uint8", + "spatial_resolution": 30 + } + ] + }, + "cotton": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "raster:bands": [ + { + "nodata": 255, + "data_type": "uint8", + "spatial_resolution": 30 + } + ] + }, + "cropland": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "raster:bands": [ + { + "nodata": 0, + "data_type": "uint8", + "spatial_resolution": 30 + } + ], + "classification:classes": [ + { + "value": 1, + "color_hint": "FFD200", + "description": "Corn" + }, + { + "value": 2, + "color_hint": "FF2525", + "description": "Cotton" + }, + { + "value": 3, + "color_hint": "00A8E3", + "description": "Rice" + }, + { + "value": 4, + "color_hint": "FF9E0A", + "description": "Sorghum" + }, + { + "value": 5, + "color_hint": "256F00", + "description": "Soybeans" + }, + { + "value": 6, + "color_hint": "FFFF00", + "description": "Sunflower" + }, + { + "value": 10, + "color_hint": "6FA400", + "description": "Peanuts" + }, + { + "value": 11, + "color_hint": "00AE4A", + "description": "Tobacco" + }, + { + "value": 12, + "color_hint": "DDA40A", + "description": "Sweet Corn" + }, + { + "value": 13, + "color_hint": "DDA40A", + "description": "Pop or Orn Corn" + }, + { + "value": 14, + "color_hint": "7DD2FF", + "description": "Mint" + }, + { + "value": 21, + "color_hint": "E1007B", + "description": "Barley" + }, + { + "value": 22, + "color_hint": "886153", + "description": "Durum Wheat" + }, + { + "value": 23, + "color_hint": "D7B56B", + "description": "Spring Wheat" + }, + { + "value": 24, + "color_hint": "A46F00", + "description": "Winter Wheat" + }, + { + "value": 25, + "color_hint": "D59EBB", + "description": "Other Small Grains" + }, + { + "value": 26, + "color_hint": "6F6F00", + "description": "Winter Wheat/Soybeans" + }, + { + "value": 27, + "color_hint": "AC007B", + "description": "Rye" + }, + { + "value": 28, + "color_hint": "9F5888", + "description": "Oats" + }, + { + "value": 29, + "color_hint": "6F0048", + "description": "Millet" + }, + { + "value": 30, + "color_hint": "D59EBB", + "description": "Speltz" + }, + { + "value": 31, + "color_hint": "D1FF00", + "description": "Canola" + }, + { + "value": 32, + "color_hint": "7D99FF", + "description": "Flaxseed" + }, + { + "value": 33, + "color_hint": "D5D500", + "description": "Safflower" + }, + { + "value": 34, + "color_hint": "D1FF00", + "description": "Rape Seed" + }, + { + "value": 35, + "color_hint": "00AE4A", + "description": "Mustard" + }, + { + "value": 36, + "color_hint": "FFA4E1", + "description": "Alfalfa" + }, + { + "value": 37, + "color_hint": "A4F18B", + "description": "Other Hay/Non Alfalfa" + }, + { + "value": 38, + "color_hint": "00AE4A", + "description": "Camelina" + }, + { + "value": 39, + "color_hint": "D59EBB", + "description": "Buckwheat" + }, + { + "value": 41, + "color_hint": "A800E3", + "description": "Sugarbeets" + }, + { + "value": 42, + "color_hint": "A40000", + "description": "Dry Beans" + }, + { + "value": 43, + "color_hint": "6F2500", + "description": "Potatoes" + }, + { + "value": 44, + "color_hint": "00AE4A", + "description": "Other Crops" + }, + { + "value": 45, + "color_hint": "B07DFF", + "description": "Sugarcane" + }, + { + "value": 46, + "color_hint": "6F2500", + "description": "Sweet Potatoes" + }, + { + "value": 47, + "color_hint": "FF6666", + "description": "Misc. Vegs & Fruits" + }, + { + "value": 48, + "color_hint": "FF6666", + "description": "Watermelons" + }, + { + "value": 49, + "color_hint": "FFCC66", + "description": "Onions" + }, + { + "value": 50, + "color_hint": "FF6666", + "description": "Cucumbers" + }, + { + "value": 51, + "color_hint": "00AE4A", + "description": "Chick Peas" + }, + { + "value": 52, + "color_hint": "00DDAE", + "description": "Lentils" + }, + { + "value": 53, + "color_hint": "53FF00", + "description": "Peas" + }, + { + "value": 54, + "color_hint": "F1A277", + "description": "Tomatoes" + }, + { + "value": 55, + "color_hint": "FF6666", + "description": "Caneberries" + }, + { + "value": 56, + "color_hint": "00AE4A", + "description": "Hops" + }, + { + "value": 57, + "color_hint": "7DD2FF", + "description": "Herbs" + }, + { + "value": 58, + "color_hint": "E8BEFF", + "description": "Clover/Wildflowers" + }, + { + "value": 59, + "color_hint": "AEFFDD", + "description": "Sod/Grass Seed" + }, + { + "value": 60, + "color_hint": "00AE4A", + "description": "Switchgrass" + }, + { + "value": 61, + "color_hint": "BEBE77", + "description": "Fallow/Idle Cropland" + }, + { + "value": 63, + "color_hint": "92CC92", + "description": "Forest" + }, + { + "value": 64, + "color_hint": "C5D59E", + "description": "Shrubland" + }, + { + "value": 65, + "color_hint": "CCBEA2", + "description": "Barren" + }, + { + "value": 66, + "color_hint": "FF00FF", + "description": "Cherries" + }, + { + "value": 67, + "color_hint": "FF8EAA", + "description": "Peaches" + }, + { + "value": 68, + "color_hint": "B9004F", + "description": "Apples" + }, + { + "value": 69, + "color_hint": "6F4488", + "description": "Grapes" + }, + { + "value": 70, + "color_hint": "007777", + "description": "Christmas Trees" + }, + { + "value": 71, + "color_hint": "B09A6F", + "description": "Other Tree Crops" + }, + { + "value": 72, + "color_hint": "FFFF7D", + "description": "Citrus" + }, + { + "value": 74, + "color_hint": "B56F5B", + "description": "Pecans" + }, + { + "value": 75, + "color_hint": "00A482", + "description": "Almonds" + }, + { + "value": 76, + "color_hint": "E9D5AE", + "description": "Walnuts" + }, + { + "value": 77, + "color_hint": "B09A6F", + "description": "Pears" + }, + { + "value": 81, + "color_hint": "F1F1F1", + "description": "Clouds/No Data" + }, + { + "value": 82, + "color_hint": "9A9A9A", + "description": "Developed" + }, + { + "value": 83, + "color_hint": "4A6fA2", + "description": "Water" + }, + { + "value": 87, + "color_hint": "7DB0B0", + "description": "Wetlands" + }, + { + "value": 88, + "color_hint": "E8FFBE", + "description": "Nonag/Undefined" + }, + { + "value": 92, + "color_hint": "00FFFF", + "description": "Aquaculture" + }, + { + "value": 111, + "color_hint": "4A6FA2", + "description": "Open Water" + }, + { + "value": 112, + "color_hint": "D2E1F8", + "description": "Perennial Ice/Snow" + }, + { + "value": 121, + "color_hint": "9A9A9A", + "description": "Developed/Open Space" + }, + { + "value": 122, + "color_hint": "9A9A9A", + "description": "Developed/Low Intensity" + }, + { + "value": 123, + "color_hint": "9A9A9A", + "description": "Developed/Med Intensity" + }, + { + "value": 124, + "color_hint": "9A9A9A", + "description": "Developed/High Intensity" + }, + { + "value": 131, + "color_hint": "CCBEA2", + "description": "Barren" + }, + { + "value": 141, + "color_hint": "92CC92", + "description": "Deciduous Forest" + }, + { + "value": 142, + "color_hint": "92CC92", + "description": "Evergreen Forest" + }, + { + "value": 143, + "color_hint": "92CC92", + "description": "Mixed Forest" + }, + { + "value": 152, + "color_hint": "C5D59E", + "description": "Shrubland" + }, + { + "value": 176, + "color_hint": "E8FFBE", + "description": "Grassland/Pasture" + }, + { + "value": 190, + "color_hint": "7DB0B0", + "description": "Woody Wetlands" + }, + { + "value": 195, + "color_hint": "7DB0B0", + "description": "Herbaceous Wetlands" + }, + { + "value": 204, + "color_hint": "00FF8B", + "description": "Pistachios" + }, + { + "value": 205, + "color_hint": "D59EBB", + "description": "Triticale" + }, + { + "value": 206, + "color_hint": "FF6666", + "description": "Carrots" + }, + { + "value": 207, + "color_hint": "FF6666", + "description": "Asparagus" + }, + { + "value": 208, + "color_hint": "FF6666", + "description": "Garlic" + }, + { + "value": 209, + "color_hint": "FF6666", + "description": "Cantaloupes" + }, + { + "value": 210, + "color_hint": "FF8EAA", + "description": "Prunes" + }, + { + "value": 211, + "color_hint": "334833", + "description": "Olives" + }, + { + "value": 212, + "color_hint": "E36F25", + "description": "Oranges" + }, + { + "value": 213, + "color_hint": "FF6666", + "description": "Honeydew Melons" + }, + { + "value": 214, + "color_hint": "FF6666", + "description": "Broccoli" + }, + { + "value": 215, + "color_hint": "66994B", + "description": "Avocados" + }, + { + "value": 216, + "color_hint": "FF6666", + "description": "Peppers" + }, + { + "value": 217, + "color_hint": "B09A6F", + "description": "Pomegranates" + }, + { + "value": 218, + "color_hint": "FF8EAA", + "description": "Nectarines" + }, + { + "value": 219, + "color_hint": "FF6666", + "description": "Greens" + }, + { + "value": 220, + "color_hint": "FF8EAA", + "description": "Plums" + }, + { + "value": 221, + "color_hint": "FF6666", + "description": "Strawberreis" + }, + { + "value": 222, + "color_hint": "FF6666", + "description": "Squash" + }, + { + "value": 223, + "color_hint": "FF8EAA", + "description": "Apricots" + }, + { + "value": 224, + "color_hint": "00AE4A", + "description": "Vetch" + }, + { + "value": 225, + "color_hint": "FFD200", + "description": "Winter Wheat/Corn" + }, + { + "value": 226, + "color_hint": "FFD200", + "description": "Oats/Corn" + }, + { + "value": 227, + "color_hint": "FF6666", + "description": "Lettuce" + }, + { + "value": 228, + "color_hint": "FF6666", + "description": "Triticale/Corn" + }, + { + "value": 229, + "color_hint": "FF6666", + "description": "Pumpkins" + }, + { + "value": 230, + "color_hint": "886153", + "description": "Lettuce/Durum Wheat" + }, + { + "value": 231, + "color_hint": "FF6666", + "description": "Lettuce/Cataloupe" + }, + { + "value": 232, + "color_hint": "FF2525", + "description": "Lettuce/Cotton" + }, + { + "value": 233, + "color_hint": "A1007B", + "description": "Lettuce/Barley" + }, + { + "value": 234, + "color_hint": "FF9E0A", + "description": "Durum Wheat/Sorghum" + }, + { + "value": 235, + "color_hint": "FF9E0A", + "description": "Barley/Sorghum" + }, + { + "value": 236, + "color_hint": "A46F00", + "description": "Winter Wheat/Sorghum" + }, + { + "value": 237, + "color_hint": "FFD200", + "description": "Barley/Corn" + }, + { + "value": 238, + "color_hint": "A46F00", + "description": "Winter Wheat/Cotton" + }, + { + "value": 239, + "color_hint": "256F00", + "description": "Soybeans/Cotton" + }, + { + "value": 240, + "color_hint": "256F00", + "description": "Soybeans/Oats " + }, + { + "value": 241, + "color_hint": "FFD200", + "description": "Corn/Soybeans" + }, + { + "value": 242, + "color_hint": "000099", + "description": "Blueberries" + }, + { + "value": 243, + "color_hint": "FF6666", + "description": "Cabbage" + }, + { + "value": 244, + "color_hint": "FF6666", + "description": "Cauliflower" + }, + { + "value": 245, + "color_hint": "FF6666", + "description": "Celery" + }, + { + "value": 246, + "color_hint": "FF6666", + "description": "Radishes" + }, + { + "value": 247, + "color_hint": "FF6666", + "description": "Turnips" + }, + { + "value": 248, + "color_hint": "FF6666", + "description": "Eggplants" + }, + { + "value": 249, + "color_hint": "FF6666", + "description": "Gourds" + }, + { + "value": 250, + "color_hint": "FF6666", + "description": "Cranberries" + }, + { + "value": 254, + "color_hint": "256F00", + "description": "Barley/Soybeans" + } + ] + }, + "soybeans": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "raster:bands": [ + { + "nodata": 255, + "data_type": "uint8", + "spatial_resolution": 30 + } + ] + }, + "confidence": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "raster:bands": [ + { + "nodata": 0, + "data_type": "uint8", + "spatial_resolution": 30 + } + ] + }, + "cultivated": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "raster:bands": [ + { + "nodata": 0, + "data_type": "uint8", + "spatial_resolution": 30 + } + ], + "classification:classes": [ + { + "value": 1, + "color_hint": "000000", + "description": "Non-Cultivated" + }, + { + "value": 2, + "color_hint": "006300", + "description": "Cultivated" + } + ] } - ] }, - "cultivated": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "roles": [ - "data" - ], - "raster:bands": [ - { - "nodata": 0, - "data_type": "uint8", - "spatial_resolution": 30 + "msft:container": "usda-cdl", + "msft:storage_account": "landcoverdata", + "msft:short_description": "The UDA Cropland Data Layer is an annual raster, geo-referenced, crop-specific land cover data layer produced using satellite imagery and extensive agricultural ground truth collected during the current growing season.", + "msft:region": "westeurope", + "title": "USDA Cropland Data Layers (CDLs)", + "extent": { + "spatial": { + "bbox": [ + [ + -127.887212, + 22.94027, + -65.345507, + 51.603492 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2008-01-01T00:00:00Z", + "2021-12-31T23:59:59Z" + ] + ] } - ], - "classification:classes": [ - { - "value": 1, - "description": "Non-Cultivated", - "color_hint": "000000" - }, - { - "value": 2, - "description": "Cultivated", - "color_hint": "006300" - } - ] }, - "corn": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "roles": [ - "data" - ], - "raster:bands": [ - { - "nodata": 255, - "data_type": "uint8", - "spatial_resolution": 30 - } - ] - }, - "cotton": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "roles": [ - "data" - ], - "raster:bands": [ - { - "nodata": 255, - "data_type": "uint8", - "spatial_resolution": 30 + "license": "proprietary", + "keywords": [ + "USDA", + "United States", + "Land Cover", + "Land Use", + "Agriculture" + ], + "providers": [ + { + "name": "United States Department of Agriculture - National Agricultural Statistics Service", + "roles": [ + "producer", + "licensor" + ], + "url": "https://www.nass.usda.gov/" + }, + { + "name": "Microsoft", + "roles": [ + "host" + ], + "url": "https://planetarycomputer.microsoft.com" } - ] - }, - "soybeans": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "roles": [ - "data" - ], - "raster:bands": [ - { - "nodata": 255, - "data_type": "uint8", - "spatial_resolution": 30 - } - ] - }, - "wheat": { - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "roles": [ - "data" - ], - "raster:bands": [ - { - "nodata": 255, - "data_type": "uint8", - "spatial_resolution": 30 - } - ] - } - }, - "msft:short_description": "The UDA Cropland Data Layer is an annual raster, geo-referenced, crop-specific land cover data layer produced using satellite imagery and extensive agricultural ground truth collected during the current growing season.", - "msft:storage_account": "landcoverdata", - "msft:container": "usda-cdl", - "msft:region": "westeurope", - "title": "USDA Cropland Data Layers (CDLs)", - "extent": { - "spatial": { - "bbox": [ - [ - -127.887212, - 22.94027, - -65.345507, - 51.603492 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2008-01-01T00:00:00Z", - "2021-12-31T23:59:59Z" + ], + "summaries": { + "usda_cdl:type": [ + "cropland", + "frequency", + "cultivated" ] - ] - } - }, - "license": "proprietary", - "keywords": [ - "USDA", - "United States", - "Land Cover", - "Land Use", - "Agriculture" - ], - "providers": [ - { - "name": "United States Department of Agriculture - National Agricultural Statistics Service", - "roles": [ - "producer", - "licensor" - ], - "url": "https://www.nass.usda.gov/" }, - { - "name": "Microsoft", - "roles": [ - "host" - ], - "url": "https://planetarycomputer.microsoft.com" - } - ], - "summaries": { - "usda_cdl:type": [ - "cropland", - "frequency", - "cultivated" - ] - }, - "assets": { - "thumbnail": { - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/usda-cdl-thumb.png", - "type": "image/png", - "title": "USDA Cropland Data Layer (CDL) thumbnail", - "roles": [ - "thumbnail" - ] + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/usda-cdl-thumb.png", + "type": "image/png", + "title": "USDA Cropland Data Layer (CDL) thumbnail", + "roles": [ + "thumbnail" + ] + } } - } } \ No newline at end of file diff --git a/datasets/usgs-lcmap/collection/usgs-lcmap-conus-v13/template.json b/datasets/usgs-lcmap/collection/usgs-lcmap-conus-v13/template.json index 3959cd264..0d934c6f4 100644 --- a/datasets/usgs-lcmap/collection/usgs-lcmap-conus-v13/template.json +++ b/datasets/usgs-lcmap/collection/usgs-lcmap-conus-v13/template.json @@ -1,10 +1,8 @@ { - "stac_version": "1.0.0", "type": "Collection", "id": "usgs-lcmap-conus-v13", - "title": "USGS LCMAP CONUS Collection 1.3", + "stac_version": "1.0.0", "description": "{{ collection.description }}", - "license": "proprietary", "links": [ { "rel": "about", @@ -35,6 +33,12 @@ { "rel": "cite-as", "href": "https://doi.org/10.5066/P9C46NG0" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/usgs-lcmap-conus-v13", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], "stac_extensions": [ @@ -44,698 +48,708 @@ "https://stac-extensions.github.io/classification/v1.1.0/schema.json", "https://stac-extensions.github.io/file/v2.1.0/schema.json" ], - "keywords": [ - "USGS", - "LCMAP", - "Land Cover", - "Land Cover Change", - "CONUS" - ], - "msft:short_description": "USGS Land Change Monitoring, Assessment, and Projection (LCMAP) Collection 1.3 Science Products for the Conterminous United States.", - "msft:storage_account": "landcoverdata", - "msft:container": "lcmap", - "msft:region": "westeurope", - "msft:group_id": "usgs-lcmap", - "providers": [ - { - "name": "United States Geological Survey", - "roles": [ - "producer", - "processor", - "licensor" - ], - "url": "https://www.usgs.gov/special-topics/lcmap" - }, - { - "name": "Microsoft", - "roles": [ - "processor", - "host" - ], - "url": "https://planetarycomputer.microsoft.com" - } - ], - "assets": { - "thumbnail": { - "title": "USGS LCMAP CONUS 1.3 Thumbnail", - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/usgs-lcmap-conus-v13-thumb.png", - "type": "image/png", - "roles": [ - "thumbnail" - ] - }, - "geoparquet-items": { - "href": "abfs://items/usgs-lcmap-conus-v13.parquet", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "msft:partition_info": { - "is_partitioned": false - }, - "table:storage_options": { - "account_name": "pcstacitems" - } - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -129.27732, - 21.805095, - -63.11843, - 52.92172 - ] - ] - }, - "temporal": { - "interval": [ - [ - "1985-01-01T00:00:00Z", - "2021-12-31T00:00:00Z" - ] - ] - } - }, + "sci:doi": "10.5066/P9C46NG0", "item_assets": { - "browse": { - "title": "USGS Browse Image", - "description": "Image generated by USGS for viewing LCMAP classification data in web applications.", - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "roles": [ - "data" - ], - "raster:bands": [ - { - "data_type": "uint8", - "nodata": 0, - "spatial_resolution": 30, - "sampling": "area" - } - ] - }, "dates": { - "title": "Landsat Observation Dates", - "description": "Landsat observation dates used as input to the CCDC algorithm.", "type": "text/plain", "roles": [ "metadata" - ] + ], + "title": "Landsat Observation Dates", + "description": "Landsat observation dates used as input to the CCDC algorithm." }, "lcpri": { - "title": "Primary Land Cover", - "description": "Land cover classification consisting of eight general land cover types. The most likely land cover according to the modeling process.", "type": "image/tiff; application=geotiff; profile=cloud-optimized", "roles": [ "data" ], + "title": "Primary Land Cover", + "description": "Land cover classification consisting of eight general land cover types. The most likely land cover according to the modeling process.", "raster:bands": [ { - "data_type": "uint8", "nodata": 0, - "spatial_resolution": 30, - "sampling": "area" + "sampling": "area", + "data_type": "uint8", + "spatial_resolution": 30 } ], "classification:classes": [ { - "value": 0, "name": "nodata", - "description": "No Data", - "color_hint": "000000" + "value": 0, + "color_hint": "000000", + "description": "No Data" }, { - "value": 1, "name": "developed", - "description": "Developed", - "color_hint": "ff3232" + "value": 1, + "color_hint": "ff3232", + "description": "Developed" }, { - "value": 2, "name": "cropland", - "description": "Cropland", - "color_hint": "be8c5a" + "value": 2, + "color_hint": "be8c5a", + "description": "Cropland" }, { - "value": 3, "name": "grass_shrub", - "description": "Grass/Shrub", - "color_hint": "e6f0d2" + "value": 3, + "color_hint": "e6f0d2", + "description": "Grass/Shrub" }, { - "value": 4, "name": "tree_cover", - "description": "Tree Cover", - "color_hint": "1c6330" + "value": 4, + "color_hint": "1c6330", + "description": "Tree Cover" }, { - "value": 5, "name": "water", - "description": "Water", - "color_hint": "0070ff" + "value": 5, + "color_hint": "0070ff", + "description": "Water" }, { - "value": 6, "name": "wetlands", - "description": "Wetlands", - "color_hint": "b3d9ff" + "value": 6, + "color_hint": "b3d9ff", + "description": "Wetlands" }, { - "value": 7, "name": "ice_snow", - "description": "Snow/Ice", - "color_hint": "ffffff" + "value": 7, + "color_hint": "ffffff", + "description": "Snow/Ice" }, { - "value": 8, "name": "barren", - "description": "Barren", - "color_hint": "b3aea3" + "value": 8, + "color_hint": "b3aea3", + "description": "Barren" } ] }, - "lcpri_metadata": { - "title": "Primary Land Cover Metadata", - "description": "Primary Land Cover product metadata", - "type": "application/xml", - "roles": [ - "metadata" - ] - }, "lcsec": { - "title": "Secondary Land Cover", - "description": "Land cover classification consisting of eight general land cover types. The second most likely land cover according to the modeling process.", "type": "image/tiff; application=geotiff; profile=cloud-optimized", "roles": [ "data" ], + "title": "Secondary Land Cover", + "description": "Land cover classification consisting of eight general land cover types. The second most likely land cover according to the modeling process.", "raster:bands": [ { - "data_type": "uint8", "nodata": 0, - "spatial_resolution": 30, - "sampling": "area" + "sampling": "area", + "data_type": "uint8", + "spatial_resolution": 30 } ], "classification:classes": [ { - "value": 0, "name": "nodata", - "description": "No Data", - "color_hint": "000000" + "value": 0, + "color_hint": "000000", + "description": "No Data" }, { - "value": 1, "name": "developed", - "description": "Developed", - "color_hint": "ff3232" + "value": 1, + "color_hint": "ff3232", + "description": "Developed" }, { - "value": 2, "name": "cropland", - "description": "Cropland", - "color_hint": "be8c5a" + "value": 2, + "color_hint": "be8c5a", + "description": "Cropland" }, { - "value": 3, "name": "grass_shrub", - "description": "Grass/Shrub", - "color_hint": "e6f0d2" + "value": 3, + "color_hint": "e6f0d2", + "description": "Grass/Shrub" }, { - "value": 4, "name": "tree_cover", - "description": "Tree Cover", - "color_hint": "1c6330" + "value": 4, + "color_hint": "1c6330", + "description": "Tree Cover" }, { - "value": 5, "name": "water", - "description": "Water", - "color_hint": "0070ff" + "value": 5, + "color_hint": "0070ff", + "description": "Water" }, { - "value": 6, "name": "wetlands", - "description": "Wetlands", - "color_hint": "b3d9ff" + "value": 6, + "color_hint": "b3d9ff", + "description": "Wetlands" }, { - "value": 7, "name": "ice_snow", - "description": "Snow/Ice", - "color_hint": "ffffff" + "value": 7, + "color_hint": "ffffff", + "description": "Snow/Ice" }, { - "value": 8, "name": "barren", - "description": "Barren", - "color_hint": "b3aea3" + "value": 8, + "color_hint": "b3aea3", + "description": "Barren" } ] }, - "lcsec_metadata": { - "title": "Secondary Land Cover Metadata", - "description": "Secondary Land Cover product metadata", - "type": "application/xml", + "scmag": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", "roles": [ - "metadata" + "data" + ], + "title": "Change Magnitude", + "description": "The spectral strength or intensity of a time series model 'break' when spectral observations have diverged from the model predictions.", + "raster:bands": [ + { + "sampling": "area", + "data_type": "float32", + "spatial_resolution": 30 + } ] }, - "lcachg": { - "title": "Annual Land Cover Change", - "description": "Synthesis of Primary Land Cover of current and previous year identifying changes in land cover class.", + "scmqa": { "type": "image/tiff; application=geotiff; profile=cloud-optimized", "roles": [ "data" ], + "title": "Model Quality", + "description": "Information regarding the type of time series model applied to the current product year.", "raster:bands": [ { + "sampling": "area", "data_type": "uint8", - "nodata": 0, - "spatial_resolution": 30, - "sampling": "area" + "spatial_resolution": 30 } ], "classification:classes": [ { + "name": "no_model", "value": 0, + "description": "No model established for July 1st of current year." + }, + { + "name": "simple_model", + "value": 4, + "description": "A partial, 4-coefficient harmonic model." + }, + { + "name": "advanced_model", + "value": 6, + "description": "A partial, 6-coefficient harmonic model." + }, + { + "name": "full_model", + "value": 8, + "description": "A full, 8-coefficient harmonic model." + }, + { + "name": "start_fit", + "value": 14, + "description": "A simple model at the beginning of a time series where sparse and/or highly variable spectral measurements prevent establishment of a harmonic model." + }, + { + "name": "end_fit", + "value": 24, + "description": "A simple model at the end of a time series where there are insufficient observations and/or time to establish a new harmonic model following a model break." + }, + { + "name": "insufficient_clear", + "value": 44, + "description": "A simple model for the entire time series in cases where fewer than 25% of input observations are labeled as 'Clear' or 'Water' by the U.S. Landsat ARD per-pixel quality band (PIXELQA)." + }, + { + "name": "persistent_snow", + "value": 54, + "description": "A simple model for the entire time series in cases where 75% or more of input observations are labeled as 'Snow' by the U.S. Landsat ARD per-pixel quality band (PIXELQA)." + } + ] + }, + "browse": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "USGS Browse Image", + "description": "Image generated by USGS for viewing LCMAP classification data in web applications.", + "raster:bands": [ + { + "nodata": 0, + "sampling": "area", + "data_type": "uint8", + "spatial_resolution": 30 + } + ] + }, + "lcachg": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Annual Land Cover Change", + "description": "Synthesis of Primary Land Cover of current and previous year identifying changes in land cover class.", + "raster:bands": [ + { + "nodata": 0, + "sampling": "area", + "data_type": "uint8", + "spatial_resolution": 30 + } + ], + "classification:classes": [ + { "name": "nodata", - "description": "No Data", - "color_hint": "000000" + "value": 0, + "color_hint": "000000", + "description": "No Data" }, { - "value": 1, "name": "developed", - "description": "Developed", - "color_hint": "ff3232" + "value": 1, + "color_hint": "ff3232", + "description": "Developed" }, { - "value": 2, "name": "cropland", - "description": "Cropland", - "color_hint": "be8c5a" + "value": 2, + "color_hint": "be8c5a", + "description": "Cropland" }, { - "value": 3, "name": "grass_shrub", - "description": "Grass/Shrub", - "color_hint": "e6f0d2" + "value": 3, + "color_hint": "e6f0d2", + "description": "Grass/Shrub" }, { - "value": 4, "name": "tree_cover", - "description": "Tree Cover", - "color_hint": "1c6330" + "value": 4, + "color_hint": "1c6330", + "description": "Tree Cover" }, { - "value": 5, "name": "water", - "description": "Water", - "color_hint": "0070ff" + "value": 5, + "color_hint": "0070ff", + "description": "Water" }, { - "value": 6, "name": "wetlands", - "description": "Wetlands", - "color_hint": "b3d9ff" + "value": 6, + "color_hint": "b3d9ff", + "description": "Wetlands" }, { - "value": 7, "name": "ice_snow", - "description": "Snow/Ice", - "color_hint": "ffffff" + "value": 7, + "color_hint": "ffffff", + "description": "Snow/Ice" }, { - "value": 8, "name": "barren", - "description": "Barren", - "color_hint": "b3aea3" + "value": 8, + "color_hint": "b3aea3", + "description": "Barren" }, { - "value": 12, "name": "1_to_2", - "description": "Cover change from Developed to Cropland", - "color_hint": "ab00d6" + "value": 12, + "color_hint": "ab00d6", + "description": "Cover change from Developed to Cropland" }, { - "value": 13, "name": "1_to_3", - "description": "Cover change from Developed to Grass/Shrub", - "color_hint": "ab00d6" + "value": 13, + "color_hint": "ab00d6", + "description": "Cover change from Developed to Grass/Shrub" }, { - "value": 14, "name": "1_to_4", - "description": "Cover change from Developed to Tree Cover", - "color_hint": "ab00d6" + "value": 14, + "color_hint": "ab00d6", + "description": "Cover change from Developed to Tree Cover" }, { - "value": 15, "name": "1_to_5", - "description": "Cover change from Developed to Water", - "color_hint": "ab00d6" + "value": 15, + "color_hint": "ab00d6", + "description": "Cover change from Developed to Water" }, { - "value": 16, "name": "1_to_6", - "description": "Cover change from Developed to Wetlands", - "color_hint": "ab00d6" + "value": 16, + "color_hint": "ab00d6", + "description": "Cover change from Developed to Wetlands" }, { - "value": 17, "name": "1_to_7", - "description": "Cover change from Developed to Snow/Ice", - "color_hint": "ab00d6" + "value": 17, + "color_hint": "ab00d6", + "description": "Cover change from Developed to Snow/Ice" }, { - "value": 18, "name": "1_to_8", - "description": "Cover change from Developed to Barren", - "color_hint": "ab00d6" + "value": 18, + "color_hint": "ab00d6", + "description": "Cover change from Developed to Barren" }, { - "value": 21, "name": "2_to_1", - "description": "Cover change from Cropland to Developed", - "color_hint": "ab00d6" + "value": 21, + "color_hint": "ab00d6", + "description": "Cover change from Cropland to Developed" }, { - "value": 23, "name": "2_to_3", - "description": "Cover change from Cropland to Grass/Shrub", - "color_hint": "ab00d6" + "value": 23, + "color_hint": "ab00d6", + "description": "Cover change from Cropland to Grass/Shrub" }, { - "value": 24, "name": "2_to_4", - "description": "Cover change from Cropland to Tree Cover", - "color_hint": "ab00d6" + "value": 24, + "color_hint": "ab00d6", + "description": "Cover change from Cropland to Tree Cover" }, { - "value": 25, "name": "2_to_5", - "description": "Cover change from Cropland to Water", - "color_hint": "ab00d6" + "value": 25, + "color_hint": "ab00d6", + "description": "Cover change from Cropland to Water" }, { - "value": 26, "name": "2_to_6", - "description": "Cover change from Cropland to Wetlands", - "color_hint": "ab00d6" + "value": 26, + "color_hint": "ab00d6", + "description": "Cover change from Cropland to Wetlands" }, { - "value": 27, "name": "2_to_7", - "description": "Cover change from Cropland to Snow/Ice", - "color_hint": "ab00d6" + "value": 27, + "color_hint": "ab00d6", + "description": "Cover change from Cropland to Snow/Ice" }, { - "value": 28, "name": "2_to_8", - "description": "Cover change from Cropland to Barren", - "color_hint": "ab00d6" + "value": 28, + "color_hint": "ab00d6", + "description": "Cover change from Cropland to Barren" }, { - "value": 31, "name": "3_to_1", - "description": "Cover change from Grass/Shrub to Developed", - "color_hint": "ab00d6" + "value": 31, + "color_hint": "ab00d6", + "description": "Cover change from Grass/Shrub to Developed" }, { - "value": 32, "name": "3_to_2", - "description": "Cover change from Grass/Shrub to Cropland", - "color_hint": "ab00d6" + "value": 32, + "color_hint": "ab00d6", + "description": "Cover change from Grass/Shrub to Cropland" }, { - "value": 34, "name": "3_to_4", - "description": "Cover change from Grass/Shrub to Tree Cover", - "color_hint": "ab00d6" + "value": 34, + "color_hint": "ab00d6", + "description": "Cover change from Grass/Shrub to Tree Cover" }, { - "value": 35, "name": "3_to_5", - "description": "Cover change from Grass/Shrub to Water", - "color_hint": "ab00d6" + "value": 35, + "color_hint": "ab00d6", + "description": "Cover change from Grass/Shrub to Water" }, { - "value": 36, "name": "3_to_6", - "description": "Cover change from Grass/Shrub to Wetlands", - "color_hint": "ab00d6" + "value": 36, + "color_hint": "ab00d6", + "description": "Cover change from Grass/Shrub to Wetlands" }, { - "value": 37, "name": "3_to_7", - "description": "Cover change from Grass/Shrub to Snow/Ice", - "color_hint": "ab00d6" + "value": 37, + "color_hint": "ab00d6", + "description": "Cover change from Grass/Shrub to Snow/Ice" }, { - "value": 38, "name": "3_to_8", - "description": "Cover change from Grass/Shrub to Barren", - "color_hint": "ab00d6" + "value": 38, + "color_hint": "ab00d6", + "description": "Cover change from Grass/Shrub to Barren" }, { - "value": 41, "name": "4_to_1", - "description": "Cover change from Tree Cover to Developed", - "color_hint": "ab00d6" + "value": 41, + "color_hint": "ab00d6", + "description": "Cover change from Tree Cover to Developed" }, { - "value": 42, "name": "4_to_2", - "description": "Cover change from Tree Cover to Cropland", - "color_hint": "ab00d6" + "value": 42, + "color_hint": "ab00d6", + "description": "Cover change from Tree Cover to Cropland" }, { - "value": 43, "name": "4_to_3", - "description": "Cover change from Tree Cover to Grass/Shrub", - "color_hint": "ab00d6" + "value": 43, + "color_hint": "ab00d6", + "description": "Cover change from Tree Cover to Grass/Shrub" }, { - "value": 45, "name": "4_to_5", - "description": "Cover change from Tree Cover to Water", - "color_hint": "ab00d6" + "value": 45, + "color_hint": "ab00d6", + "description": "Cover change from Tree Cover to Water" }, { - "value": 46, "name": "4_to_6", - "description": "Cover change from Tree Cover to Wetlands", - "color_hint": "ab00d6" + "value": 46, + "color_hint": "ab00d6", + "description": "Cover change from Tree Cover to Wetlands" }, { - "value": 47, "name": "4_to_7", - "description": "Cover change from Tree Cover to Snow/Ice", - "color_hint": "ab00d6" + "value": 47, + "color_hint": "ab00d6", + "description": "Cover change from Tree Cover to Snow/Ice" }, { - "value": 48, "name": "4_to_8", - "description": "Cover change from Tree Cover to Barren", - "color_hint": "ab00d6" + "value": 48, + "color_hint": "ab00d6", + "description": "Cover change from Tree Cover to Barren" }, { - "value": 51, "name": "5_to_1", - "description": "Cover change from Water to Developed", - "color_hint": "ab00d6" + "value": 51, + "color_hint": "ab00d6", + "description": "Cover change from Water to Developed" }, { - "value": 52, "name": "5_to_2", - "description": "Cover change from Water to Cropland", - "color_hint": "ab00d6" + "value": 52, + "color_hint": "ab00d6", + "description": "Cover change from Water to Cropland" }, { - "value": 53, "name": "5_to_3", - "description": "Cover change from Water to Grass/Shrub", - "color_hint": "ab00d6" + "value": 53, + "color_hint": "ab00d6", + "description": "Cover change from Water to Grass/Shrub" }, { - "value": 54, "name": "5_to_4", - "description": "Cover change from Water to Tree Cover", - "color_hint": "ab00d6" + "value": 54, + "color_hint": "ab00d6", + "description": "Cover change from Water to Tree Cover" }, { - "value": 56, "name": "5_to_6", - "description": "Cover change from Water to Wetlands", - "color_hint": "ab00d6" + "value": 56, + "color_hint": "ab00d6", + "description": "Cover change from Water to Wetlands" }, { - "value": 57, "name": "5_to_7", - "description": "Cover change from Water to Snow/Ice", - "color_hint": "ab00d6" + "value": 57, + "color_hint": "ab00d6", + "description": "Cover change from Water to Snow/Ice" }, { - "value": 58, "name": "5_to_8", - "description": "Cover change from Water to Barren", - "color_hint": "ab00d6" + "value": 58, + "color_hint": "ab00d6", + "description": "Cover change from Water to Barren" }, { - "value": 61, "name": "6_to_1", - "description": "Cover change from Wetlands to Developed", - "color_hint": "ab00d6" + "value": 61, + "color_hint": "ab00d6", + "description": "Cover change from Wetlands to Developed" }, { - "value": 62, "name": "6_to_2", - "description": "Cover change from Wetlands to Cropland", - "color_hint": "ab00d6" + "value": 62, + "color_hint": "ab00d6", + "description": "Cover change from Wetlands to Cropland" }, { - "value": 63, "name": "6_to_3", - "description": "Cover change from Wetlands to Grass/Shrub", - "color_hint": "ab00d6" + "value": 63, + "color_hint": "ab00d6", + "description": "Cover change from Wetlands to Grass/Shrub" }, { - "value": 64, "name": "6_to_4", - "description": "Cover change from Wetlands to Tree Cover", - "color_hint": "ab00d6" + "value": 64, + "color_hint": "ab00d6", + "description": "Cover change from Wetlands to Tree Cover" }, { - "value": 65, "name": "6_to_5", - "description": "Cover change from Wetlands to Water", - "color_hint": "ab00d6" + "value": 65, + "color_hint": "ab00d6", + "description": "Cover change from Wetlands to Water" }, { - "value": 67, "name": "6_to_7", - "description": "Cover change from Wetlands to Snow/Ice", - "color_hint": "ab00d6" + "value": 67, + "color_hint": "ab00d6", + "description": "Cover change from Wetlands to Snow/Ice" }, { - "value": 68, "name": "6_to_8", - "description": "Cover change from Wetlands to Barren", - "color_hint": "ab00d6" + "value": 68, + "color_hint": "ab00d6", + "description": "Cover change from Wetlands to Barren" }, { - "value": 71, "name": "7_to_1", - "description": "Cover change from Snow/Ice to Developed", - "color_hint": "ab00d6" + "value": 71, + "color_hint": "ab00d6", + "description": "Cover change from Snow/Ice to Developed" }, { - "value": 72, "name": "7_to_2", - "description": "Cover change from Snow/Ice to Cropland", - "color_hint": "ab00d6" + "value": 72, + "color_hint": "ab00d6", + "description": "Cover change from Snow/Ice to Cropland" }, { - "value": 73, "name": "7_to_3", - "description": "Cover change from Snow/Ice to Grass/Shrub", - "color_hint": "ab00d6" + "value": 73, + "color_hint": "ab00d6", + "description": "Cover change from Snow/Ice to Grass/Shrub" }, { - "value": 74, "name": "7_to_4", - "description": "Cover change from Snow/Ice to Tree Cover", - "color_hint": "ab00d6" + "value": 74, + "color_hint": "ab00d6", + "description": "Cover change from Snow/Ice to Tree Cover" }, { - "value": 75, "name": "7_to_5", - "description": "Cover change from Snow/Ice to Water", - "color_hint": "ab00d6" + "value": 75, + "color_hint": "ab00d6", + "description": "Cover change from Snow/Ice to Water" }, { - "value": 76, "name": "7_to_6", - "description": "Cover change from Snow/Ice to Wetlands", - "color_hint": "ab00d6" + "value": 76, + "color_hint": "ab00d6", + "description": "Cover change from Snow/Ice to Wetlands" }, { - "value": 78, "name": "7_to_8", - "description": "Cover change from Snow/Ice to Barren", - "color_hint": "ab00d6" + "value": 78, + "color_hint": "ab00d6", + "description": "Cover change from Snow/Ice to Barren" }, { - "value": 81, "name": "8_to_1", - "description": "Cover change from Barren to Developed", - "color_hint": "ab00d6" + "value": 81, + "color_hint": "ab00d6", + "description": "Cover change from Barren to Developed" }, { - "value": 82, "name": "8_to_2", - "description": "Cover change from Barren to Cropland", - "color_hint": "ab00d6" + "value": 82, + "color_hint": "ab00d6", + "description": "Cover change from Barren to Cropland" }, { - "value": 83, "name": "8_to_3", - "description": "Cover change from Barren to Grass/Shrub", - "color_hint": "ab00d6" + "value": 83, + "color_hint": "ab00d6", + "description": "Cover change from Barren to Grass/Shrub" }, { - "value": 84, "name": "8_to_4", - "description": "Cover change from Barren to Tree Cover", - "color_hint": "ab00d6" + "value": 84, + "color_hint": "ab00d6", + "description": "Cover change from Barren to Tree Cover" }, { - "value": 85, "name": "8_to_5", - "description": "Cover change from Barren to Water", - "color_hint": "ab00d6" + "value": 85, + "color_hint": "ab00d6", + "description": "Cover change from Barren to Water" }, { - "value": 86, "name": "8_to_6", - "description": "Cover change from Barren to Wetlands", - "color_hint": "ab00d6" + "value": 86, + "color_hint": "ab00d6", + "description": "Cover change from Barren to Wetlands" }, { - "value": 87, "name": "8_to_7", - "description": "Cover change from Barren to Snow/Ice", - "color_hint": "ab00d6" + "value": 87, + "color_hint": "ab00d6", + "description": "Cover change from Barren to Snow/Ice" } ] }, - "lcachg_metadata": { - "title": "Annual Land Cover Change Metadata", - "description": "Annual Land Cover Change product metadata", - "type": "application/xml", + "sclast": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", "roles": [ - "metadata" + "data" + ], + "title": "Time Since Last Change", + "description": "Time, in days, since the last identified Spectral Change (SCTIME).", + "raster:bands": [ + { + "sampling": "area", + "data_type": "uint16", + "spatial_resolution": 30 + } ] }, - "lcpconf": { - "title": "Primary Land Cover Confidence", - "description": "Provides provenance tracking and a measure of confidence that the Primary Land Cover label matches the training data.", + "scstab": { "type": "image/tiff; application=geotiff; profile=cloud-optimized", "roles": [ "data" ], + "title": "Spectral Stability Period", + "description": "Measure of the amount of time in days that a pixel has been in its current spectral state as of July 1st. Current spectral state can refer to both during stable time series segments or a period outside of stable time series segments.", "raster:bands": [ { - "data_type": "uint8", - "nodata": 0, - "spatial_resolution": 30, - "sampling": "area" + "sampling": "area", + "data_type": "uint16", + "spatial_resolution": 30 + } + ] + }, + "sctime": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Time of Spectral Change", + "description": "Represents the timing of a spectral change within the current product year as the day of year the change occurred.", + "raster:bands": [ + { + "sampling": "area", + "data_type": "uint16", + "spatial_resolution": 30 } + ] + }, + "lcpconf": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" ], + "title": "Primary Land Cover Confidence", + "description": "Provides provenance tracking and a measure of confidence that the Primary Land Cover label matches the training data.", "file:values": [ { "values": [ @@ -890,31 +904,23 @@ ], "summary": "Insufficient data available to establish a new stable time series model following a break near the end of the time series prior to July 1st of the current year. Primary Land Cover assigned the last identified primary land cover class from earlier year." } + ], + "raster:bands": [ + { + "nodata": 0, + "sampling": "area", + "data_type": "uint8", + "spatial_resolution": 30 + } ] }, - "lcpconf_metadata": { - "title": "Primary Land Cover Confidence Metadata", - "description": "Primary Land Cover Confidence product metadata", - "type": "application/xml", - "roles": [ - "metadata" - ] - }, - "lcsconf": { - "title": "Secondary Land Cover Confidence", - "description": "Provides provenance tracking and a measure of confidence that the Secondary Land Cover label matches the training data.", + "lcsconf": { "type": "image/tiff; application=geotiff; profile=cloud-optimized", "roles": [ "data" ], - "raster:bands": [ - { - "data_type": "uint8", - "nodata": 0, - "spatial_resolution": 30, - "sampling": "area" - } - ], + "title": "Secondary Land Cover Confidence", + "description": "Provides provenance tracking and a measure of confidence that the Secondary Land Cover label matches the training data.", "file:values": [ { "values": [ @@ -1069,184 +1075,100 @@ ], "summary": "Insufficient data available to establish a new stable time series model following a break near the end of the time series prior to July 1st of the current year. Secondary Land Cover assigned the last identified secondary cover class from earlier year." } - ] - }, - "lcsconf_metadata": { - "title": "Secondary Land Cover Confidence Metadata", - "description": "Secondary Land Cover Confidence product metadata", - "type": "application/xml", - "roles": [ - "metadata" - ] - }, - "sctime": { - "title": "Time of Spectral Change", - "description": "Represents the timing of a spectral change within the current product year as the day of year the change occurred.", - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "roles": [ - "data" ], "raster:bands": [ { - "data_type": "uint16", - "spatial_resolution": 30, - "sampling": "area" + "nodata": 0, + "sampling": "area", + "data_type": "uint8", + "spatial_resolution": 30 } ] }, - "sctime_metadata": { - "title": "Time of Spectral Change Metadata", - "description": "Time of Spectral Change product metadata", + "lcpri_metadata": { "type": "application/xml", "roles": [ "metadata" - ] + ], + "title": "Primary Land Cover Metadata", + "description": "Primary Land Cover product metadata" }, - "scmag": { - "title": "Change Magnitude", - "description": "The spectral strength or intensity of a time series model 'break' when spectral observations have diverged from the model predictions.", - "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "lcsec_metadata": { + "type": "application/xml", "roles": [ - "data" + "metadata" ], - "raster:bands": [ - { - "data_type": "float32", - "spatial_resolution": 30, - "sampling": "area" - } - ] + "title": "Secondary Land Cover Metadata", + "description": "Secondary Land Cover product metadata" }, "scmag_metadata": { - "title": "Change Magnitude Metadata", - "description": "Change Magnitude product metadata", "type": "application/xml", "roles": [ "metadata" - ] - }, - "scstab": { - "title": "Spectral Stability Period", - "description": "Measure of the amount of time in days that a pixel has been in its current spectral state as of July 1st. Current spectral state can refer to both during stable time series segments or a period outside of stable time series segments.", - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "roles": [ - "data" ], - "raster:bands": [ - { - "data_type": "uint16", - "spatial_resolution": 30, - "sampling": "area" - } - ] + "title": "Change Magnitude Metadata", + "description": "Change Magnitude product metadata" }, - "scstab_metadata": { - "title": "Spectral Stability Period Metadata", - "description": "Spectral Stability Period product metadata", + "scmqa_metadata": { "type": "application/xml", "roles": [ "metadata" - ] + ], + "title": "Model Quality Metadata", + "description": "Model Quality product metadata" }, - "sclast": { - "title": "Time Since Last Change", - "description": "Time, in days, since the last identified Spectral Change (SCTIME).", - "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "lcachg_metadata": { + "type": "application/xml", "roles": [ - "data" + "metadata" ], - "raster:bands": [ - { - "data_type": "uint16", - "spatial_resolution": 30, - "sampling": "area" - } - ] + "title": "Annual Land Cover Change Metadata", + "description": "Annual Land Cover Change product metadata" }, "sclast_metadata": { - "title": "Time Since Last Change Metadata", - "description": "Time Since Last Change product metadata", "type": "application/xml", "roles": [ "metadata" - ] + ], + "title": "Time Since Last Change Metadata", + "description": "Time Since Last Change product metadata" }, - "scmqa": { - "title": "Model Quality", - "description": "Information regarding the type of time series model applied to the current product year.", - "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "scstab_metadata": { + "type": "application/xml", "roles": [ - "data" + "metadata" ], - "raster:bands": [ - { - "data_type": "uint8", - "spatial_resolution": 30, - "sampling": "area" - } + "title": "Spectral Stability Period Metadata", + "description": "Spectral Stability Period product metadata" + }, + "sctime_metadata": { + "type": "application/xml", + "roles": [ + "metadata" ], - "classification:classes": [ - { - "value": 0, - "name": "no_model", - "description": "No model established for July 1st of current year." - }, - { - "value": 4, - "name": "simple_model", - "description": "A partial, 4-coefficient harmonic model." - }, - { - "value": 6, - "name": "advanced_model", - "description": "A partial, 6-coefficient harmonic model." - }, - { - "value": 8, - "name": "full_model", - "description": "A full, 8-coefficient harmonic model." - }, - { - "value": 14, - "name": "start_fit", - "description": "A simple model at the beginning of a time series where sparse and/or highly variable spectral measurements prevent establishment of a harmonic model." - }, - { - "value": 24, - "name": "end_fit", - "description": "A simple model at the end of a time series where there are insufficient observations and/or time to establish a new harmonic model following a model break." - }, - { - "value": 44, - "name": "insufficient_clear", - "description": "A simple model for the entire time series in cases where fewer than 25% of input observations are labeled as 'Clear' or 'Water' by the U.S. Landsat ARD per-pixel quality band (PIXELQA)." - }, - { - "value": 54, - "name": "persistent_snow", - "description": "A simple model for the entire time series in cases where 75% or more of input observations are labeled as 'Snow' by the U.S. Landsat ARD per-pixel quality band (PIXELQA)." - } - ] + "title": "Time of Spectral Change Metadata", + "description": "Time of Spectral Change product metadata" }, - "scmqa_metadata": { - "title": "Model Quality Metadata", - "description": "Model Quality product metadata", + "lcpconf_metadata": { "type": "application/xml", "roles": [ "metadata" - ] - } - }, - "summaries": { - "usgs_lcmap:horizontal_tile": { - "minimum": 1, - "maximum": 32 + ], + "title": "Primary Land Cover Confidence Metadata", + "description": "Primary Land Cover Confidence product metadata" }, - "usgs_lcmap:vertical_tile": { - "minimum": 0, - "maximum": 20 + "lcsconf_metadata": { + "type": "application/xml", + "roles": [ + "metadata" + ], + "title": "Secondary Land Cover Confidence Metadata", + "description": "Secondary Land Cover Confidence product metadata" } }, + "sci:citation": "U.S. Geological Survey (USGS), 2022, Land Change Monitoring, Assessment, and Projection (LCMAP) Collection 1.3 Science Products for the Conterminous United States: USGS data release", + "msft:group_id": "usgs-lcmap", + "msft:container": "lcmap", "sci:publications": [ { "doi": "10.1016/j.rse.2019.111356", @@ -1257,6 +1179,90 @@ "citation": "Zhu, Z., and Woodcock, C.E., 2014, Continuous change detection and classification of land cover using all available Landsat data: Remote Sensing of Environment, v. 144, p. 152-171" } ], - "sci:doi": "10.5066/P9C46NG0", - "sci:citation": "U.S. Geological Survey (USGS), 2022, Land Change Monitoring, Assessment, and Projection (LCMAP) Collection 1.3 Science Products for the Conterminous United States: USGS data release" + "msft:storage_account": "landcoverdata", + "msft:short_description": "USGS Land Change Monitoring, Assessment, and Projection (LCMAP) Collection 1.3 Science Products for the Conterminous United States.", + "msft:region": "westeurope", + "title": "USGS LCMAP CONUS Collection 1.3", + "extent": { + "spatial": { + "bbox": [ + [ + -129.27732, + 21.805095, + -63.11843, + 52.92172 + ] + ] + }, + "temporal": { + "interval": [ + [ + "1985-01-01T00:00:00Z", + "2021-12-31T00:00:00Z" + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "USGS", + "LCMAP", + "Land Cover", + "Land Cover Change", + "CONUS" + ], + "providers": [ + { + "name": "United States Geological Survey", + "roles": [ + "producer", + "processor", + "licensor" + ], + "url": "https://www.usgs.gov/special-topics/lcmap" + }, + { + "name": "Microsoft", + "roles": [ + "processor", + "host" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "usgs_lcmap:vertical_tile": { + "minimum": 0, + "maximum": 20 + }, + "usgs_lcmap:horizontal_tile": { + "minimum": 1, + "maximum": 32 + } + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/usgs-lcmap-conus-v13-thumb.png", + "type": "image/png", + "title": "USGS LCMAP CONUS 1.3 Thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/usgs-lcmap-conus-v13.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": false + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } } \ No newline at end of file diff --git a/datasets/usgs-lcmap/collection/usgs-lcmap-hawaii-v10/template.json b/datasets/usgs-lcmap/collection/usgs-lcmap-hawaii-v10/template.json index fd7b673dc..c02830940 100644 --- a/datasets/usgs-lcmap/collection/usgs-lcmap-hawaii-v10/template.json +++ b/datasets/usgs-lcmap/collection/usgs-lcmap-hawaii-v10/template.json @@ -1,10 +1,8 @@ { - "stac_version": "1.0.0", "type": "Collection", "id": "usgs-lcmap-hawaii-v10", - "title": "USGS LCMAP Hawaii Collection 1.0", + "stac_version": "1.0.0", "description": "{{ collection.description }}", - "license": "proprietary", "links": [ { "rel": "about", @@ -35,6 +33,12 @@ { "rel": "cite-as", "href": "https://doi.org/10.5066/P91E8M23" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/usgs-lcmap-hawaii-v10", + "type": "text/html", + "title": "Human readable dataset overview and reference" } ], "stac_extensions": [ @@ -44,698 +48,708 @@ "https://stac-extensions.github.io/classification/v1.1.0/schema.json", "https://stac-extensions.github.io/file/v2.1.0/schema.json" ], - "keywords": [ - "USGS", - "LCMAP", - "Land Cover", - "Land Cover Change", - "Hawaii" - ], - "msft:short_description": "USGS Land Change Monitoring, Assessment, and Projection (LCMAP) Collection 1.0 Science Products for Hawaii", - "msft:storage_account": "landcoverdata", - "msft:container": "lcmap", - "msft:region": "westeurope", - "msft:group_id": "usgs-lcmap", - "providers": [ - { - "name": "United States Geological Survey", - "roles": [ - "producer", - "processor", - "licensor" - ], - "url": "https://www.usgs.gov/special-topics/lcmap" - }, - { - "name": "Microsoft", - "roles": [ - "processor", - "host" - ], - "url": "https://planetarycomputer.microsoft.com" - } - ], - "assets": { - "thumbnail": { - "title": "USGS LCMAP Hawaii 1.0 Thumbnail", - "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/usgs-lcmap-hawaii-v10-thumb.png", - "type": "image/png", - "roles": [ - "thumbnail" - ] - }, - "geoparquet-items": { - "href": "abfs://items/usgs-lcmap-hawaii-v10.parquet", - "type": "application/x-parquet", - "roles": [ - "stac-items" - ], - "title": "GeoParquet STAC items", - "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", - "msft:partition_info": { - "is_partitioned": false - }, - "table:storage_options": { - "account_name": "pcstacitems" - } - } - }, - "extent": { - "spatial": { - "bbox": [ - [ - -161.27577, - 18.505136, - -154.058649, - 22.624478 - ] - ] - }, - "temporal": { - "interval": [ - [ - "2000-01-01T00:00:00Z", - "2020-12-31T00:00:00Z" - ] - ] - } - }, + "sci:doi": "10.5066/P91E8M23", "item_assets": { - "browse": { - "title": "USGS Browse Image", - "description": "Image generated by USGS for viewing LCMAP classification data in web applications.", - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "roles": [ - "data" - ], - "raster:bands": [ - { - "data_type": "uint8", - "nodata": 0, - "spatial_resolution": 30, - "sampling": "area" - } - ] - }, "dates": { - "title": "Landsat Observation Dates", - "description": "Landsat observation dates used as input to the CCDC algorithm.", "type": "text/plain", "roles": [ "metadata" - ] + ], + "title": "Landsat Observation Dates", + "description": "Landsat observation dates used as input to the CCDC algorithm." }, "lcpri": { - "title": "Primary Land Cover", - "description": "Land cover classification consisting of eight general land cover types. The most likely land cover according to the modeling process.", "type": "image/tiff; application=geotiff; profile=cloud-optimized", "roles": [ "data" ], + "title": "Primary Land Cover", + "description": "Land cover classification consisting of eight general land cover types. The most likely land cover according to the modeling process.", "raster:bands": [ { - "data_type": "uint8", "nodata": 0, - "spatial_resolution": 30, - "sampling": "area" + "sampling": "area", + "data_type": "uint8", + "spatial_resolution": 30 } ], "classification:classes": [ { - "value": 0, "name": "nodata", - "description": "No Data", - "color_hint": "000000" + "value": 0, + "color_hint": "000000", + "description": "No Data" }, { - "value": 1, "name": "developed", - "description": "Developed", - "color_hint": "ff3232" + "value": 1, + "color_hint": "ff3232", + "description": "Developed" }, { - "value": 2, "name": "cropland", - "description": "Cropland", - "color_hint": "be8c5a" + "value": 2, + "color_hint": "be8c5a", + "description": "Cropland" }, { - "value": 3, "name": "grass_shrub", - "description": "Grass/Shrub", - "color_hint": "e6f0d2" + "value": 3, + "color_hint": "e6f0d2", + "description": "Grass/Shrub" }, { - "value": 4, "name": "tree_cover", - "description": "Tree Cover", - "color_hint": "1c6330" + "value": 4, + "color_hint": "1c6330", + "description": "Tree Cover" }, { - "value": 5, "name": "water", - "description": "Water", - "color_hint": "0070ff" + "value": 5, + "color_hint": "0070ff", + "description": "Water" }, { - "value": 6, "name": "wetlands", - "description": "Wetlands", - "color_hint": "b3d9ff" + "value": 6, + "color_hint": "b3d9ff", + "description": "Wetlands" }, { - "value": 7, "name": "ice_snow", - "description": "Snow/Ice", - "color_hint": "ffffff" + "value": 7, + "color_hint": "ffffff", + "description": "Snow/Ice" }, { - "value": 8, "name": "barren", - "description": "Barren", - "color_hint": "b3aea3" + "value": 8, + "color_hint": "b3aea3", + "description": "Barren" } ] }, - "lcpri_metadata": { - "title": "Primary Land Cover Metadata", - "description": "Primary Land Cover product metadata", - "type": "application/xml", - "roles": [ - "metadata" - ] - }, "lcsec": { - "title": "Secondary Land Cover", - "description": "Land cover classification consisting of eight general land cover types. The second most likely land cover according to the modeling process.", "type": "image/tiff; application=geotiff; profile=cloud-optimized", "roles": [ "data" ], + "title": "Secondary Land Cover", + "description": "Land cover classification consisting of eight general land cover types. The second most likely land cover according to the modeling process.", "raster:bands": [ { - "data_type": "uint8", "nodata": 0, - "spatial_resolution": 30, - "sampling": "area" + "sampling": "area", + "data_type": "uint8", + "spatial_resolution": 30 } ], "classification:classes": [ { - "value": 0, "name": "nodata", - "description": "No Data", - "color_hint": "000000" + "value": 0, + "color_hint": "000000", + "description": "No Data" }, { - "value": 1, "name": "developed", - "description": "Developed", - "color_hint": "ff3232" + "value": 1, + "color_hint": "ff3232", + "description": "Developed" }, { - "value": 2, "name": "cropland", - "description": "Cropland", - "color_hint": "be8c5a" + "value": 2, + "color_hint": "be8c5a", + "description": "Cropland" }, { - "value": 3, "name": "grass_shrub", - "description": "Grass/Shrub", - "color_hint": "e6f0d2" + "value": 3, + "color_hint": "e6f0d2", + "description": "Grass/Shrub" }, { - "value": 4, "name": "tree_cover", - "description": "Tree Cover", - "color_hint": "1c6330" + "value": 4, + "color_hint": "1c6330", + "description": "Tree Cover" }, { - "value": 5, "name": "water", - "description": "Water", - "color_hint": "0070ff" + "value": 5, + "color_hint": "0070ff", + "description": "Water" }, { - "value": 6, "name": "wetlands", - "description": "Wetlands", - "color_hint": "b3d9ff" + "value": 6, + "color_hint": "b3d9ff", + "description": "Wetlands" }, { - "value": 7, "name": "ice_snow", - "description": "Snow/Ice", - "color_hint": "ffffff" + "value": 7, + "color_hint": "ffffff", + "description": "Snow/Ice" }, { - "value": 8, "name": "barren", - "description": "Barren", - "color_hint": "b3aea3" + "value": 8, + "color_hint": "b3aea3", + "description": "Barren" } ] }, - "lcsec_metadata": { - "title": "Secondary Land Cover Metadata", - "description": "Secondary Land Cover product metadata", - "type": "application/xml", + "scmag": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", "roles": [ - "metadata" + "data" + ], + "title": "Change Magnitude", + "description": "The spectral strength or intensity of a time series model 'break' when spectral observations have diverged from the model predictions.", + "raster:bands": [ + { + "sampling": "area", + "data_type": "float32", + "spatial_resolution": 30 + } ] }, - "lcachg": { - "title": "Annual Land Cover Change", - "description": "Synthesis of Primary Land Cover of current and previous year identifying changes in land cover class.", + "scmqa": { "type": "image/tiff; application=geotiff; profile=cloud-optimized", "roles": [ "data" ], + "title": "Model Quality", + "description": "Information regarding the type of time series model applied to the current product year.", "raster:bands": [ { + "sampling": "area", "data_type": "uint8", - "nodata": 0, - "spatial_resolution": 30, - "sampling": "area" + "spatial_resolution": 30 } ], "classification:classes": [ { + "name": "no_model", "value": 0, + "description": "No model established for July 1st of current year." + }, + { + "name": "simple_model", + "value": 4, + "description": "A partial, 4-coefficient harmonic model." + }, + { + "name": "advanced_model", + "value": 6, + "description": "A partial, 6-coefficient harmonic model." + }, + { + "name": "full_model", + "value": 8, + "description": "A full, 8-coefficient harmonic model." + }, + { + "name": "start_fit", + "value": 14, + "description": "A simple model at the beginning of a time series where sparse and/or highly variable spectral measurements prevent establishment of a harmonic model." + }, + { + "name": "end_fit", + "value": 24, + "description": "A simple model at the end of a time series where there are insufficient observations and/or time to establish a new harmonic model following a model break." + }, + { + "name": "insufficient_clear", + "value": 44, + "description": "A simple model for the entire time series in cases where fewer than 25% of input observations are labeled as 'Clear' or 'Water' by the U.S. Landsat ARD per-pixel quality band (PIXELQA)." + }, + { + "name": "persistent_snow", + "value": 54, + "description": "A simple model for the entire time series in cases where 75% or more of input observations are labeled as 'Snow' by the U.S. Landsat ARD per-pixel quality band (PIXELQA)." + } + ] + }, + "browse": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "USGS Browse Image", + "description": "Image generated by USGS for viewing LCMAP classification data in web applications.", + "raster:bands": [ + { + "nodata": 0, + "sampling": "area", + "data_type": "uint8", + "spatial_resolution": 30 + } + ] + }, + "lcachg": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Annual Land Cover Change", + "description": "Synthesis of Primary Land Cover of current and previous year identifying changes in land cover class.", + "raster:bands": [ + { + "nodata": 0, + "sampling": "area", + "data_type": "uint8", + "spatial_resolution": 30 + } + ], + "classification:classes": [ + { "name": "nodata", - "description": "No Data", - "color_hint": "000000" + "value": 0, + "color_hint": "000000", + "description": "No Data" }, { - "value": 1, "name": "developed", - "description": "Developed", - "color_hint": "ff3232" + "value": 1, + "color_hint": "ff3232", + "description": "Developed" }, { - "value": 2, "name": "cropland", - "description": "Cropland", - "color_hint": "be8c5a" + "value": 2, + "color_hint": "be8c5a", + "description": "Cropland" }, { - "value": 3, "name": "grass_shrub", - "description": "Grass/Shrub", - "color_hint": "e6f0d2" + "value": 3, + "color_hint": "e6f0d2", + "description": "Grass/Shrub" }, { - "value": 4, "name": "tree_cover", - "description": "Tree Cover", - "color_hint": "1c6330" + "value": 4, + "color_hint": "1c6330", + "description": "Tree Cover" }, { - "value": 5, "name": "water", - "description": "Water", - "color_hint": "0070ff" + "value": 5, + "color_hint": "0070ff", + "description": "Water" }, { - "value": 6, "name": "wetlands", - "description": "Wetlands", - "color_hint": "b3d9ff" + "value": 6, + "color_hint": "b3d9ff", + "description": "Wetlands" }, { - "value": 7, "name": "ice_snow", - "description": "Snow/Ice", - "color_hint": "ffffff" + "value": 7, + "color_hint": "ffffff", + "description": "Snow/Ice" }, { - "value": 8, "name": "barren", - "description": "Barren", - "color_hint": "b3aea3" + "value": 8, + "color_hint": "b3aea3", + "description": "Barren" }, { - "value": 12, "name": "1_to_2", - "description": "Cover change from Developed to Cropland", - "color_hint": "ab00d6" + "value": 12, + "color_hint": "ab00d6", + "description": "Cover change from Developed to Cropland" }, { - "value": 13, "name": "1_to_3", - "description": "Cover change from Developed to Grass/Shrub", - "color_hint": "ab00d6" + "value": 13, + "color_hint": "ab00d6", + "description": "Cover change from Developed to Grass/Shrub" }, { - "value": 14, "name": "1_to_4", - "description": "Cover change from Developed to Tree Cover", - "color_hint": "ab00d6" + "value": 14, + "color_hint": "ab00d6", + "description": "Cover change from Developed to Tree Cover" }, { - "value": 15, "name": "1_to_5", - "description": "Cover change from Developed to Water", - "color_hint": "ab00d6" + "value": 15, + "color_hint": "ab00d6", + "description": "Cover change from Developed to Water" }, { - "value": 16, "name": "1_to_6", - "description": "Cover change from Developed to Wetlands", - "color_hint": "ab00d6" + "value": 16, + "color_hint": "ab00d6", + "description": "Cover change from Developed to Wetlands" }, { - "value": 17, "name": "1_to_7", - "description": "Cover change from Developed to Snow/Ice", - "color_hint": "ab00d6" + "value": 17, + "color_hint": "ab00d6", + "description": "Cover change from Developed to Snow/Ice" }, { - "value": 18, "name": "1_to_8", - "description": "Cover change from Developed to Barren", - "color_hint": "ab00d6" + "value": 18, + "color_hint": "ab00d6", + "description": "Cover change from Developed to Barren" }, { - "value": 21, "name": "2_to_1", - "description": "Cover change from Cropland to Developed", - "color_hint": "ab00d6" + "value": 21, + "color_hint": "ab00d6", + "description": "Cover change from Cropland to Developed" }, { - "value": 23, "name": "2_to_3", - "description": "Cover change from Cropland to Grass/Shrub", - "color_hint": "ab00d6" + "value": 23, + "color_hint": "ab00d6", + "description": "Cover change from Cropland to Grass/Shrub" }, { - "value": 24, "name": "2_to_4", - "description": "Cover change from Cropland to Tree Cover", - "color_hint": "ab00d6" + "value": 24, + "color_hint": "ab00d6", + "description": "Cover change from Cropland to Tree Cover" }, { - "value": 25, "name": "2_to_5", - "description": "Cover change from Cropland to Water", - "color_hint": "ab00d6" + "value": 25, + "color_hint": "ab00d6", + "description": "Cover change from Cropland to Water" }, { - "value": 26, "name": "2_to_6", - "description": "Cover change from Cropland to Wetlands", - "color_hint": "ab00d6" + "value": 26, + "color_hint": "ab00d6", + "description": "Cover change from Cropland to Wetlands" }, { - "value": 27, "name": "2_to_7", - "description": "Cover change from Cropland to Snow/Ice", - "color_hint": "ab00d6" + "value": 27, + "color_hint": "ab00d6", + "description": "Cover change from Cropland to Snow/Ice" }, { - "value": 28, "name": "2_to_8", - "description": "Cover change from Cropland to Barren", - "color_hint": "ab00d6" + "value": 28, + "color_hint": "ab00d6", + "description": "Cover change from Cropland to Barren" }, { - "value": 31, "name": "3_to_1", - "description": "Cover change from Grass/Shrub to Developed", - "color_hint": "ab00d6" + "value": 31, + "color_hint": "ab00d6", + "description": "Cover change from Grass/Shrub to Developed" }, { - "value": 32, "name": "3_to_2", - "description": "Cover change from Grass/Shrub to Cropland", - "color_hint": "ab00d6" + "value": 32, + "color_hint": "ab00d6", + "description": "Cover change from Grass/Shrub to Cropland" }, { - "value": 34, "name": "3_to_4", - "description": "Cover change from Grass/Shrub to Tree Cover", - "color_hint": "ab00d6" + "value": 34, + "color_hint": "ab00d6", + "description": "Cover change from Grass/Shrub to Tree Cover" }, { - "value": 35, "name": "3_to_5", - "description": "Cover change from Grass/Shrub to Water", - "color_hint": "ab00d6" + "value": 35, + "color_hint": "ab00d6", + "description": "Cover change from Grass/Shrub to Water" }, { - "value": 36, "name": "3_to_6", - "description": "Cover change from Grass/Shrub to Wetlands", - "color_hint": "ab00d6" + "value": 36, + "color_hint": "ab00d6", + "description": "Cover change from Grass/Shrub to Wetlands" }, { - "value": 37, "name": "3_to_7", - "description": "Cover change from Grass/Shrub to Snow/Ice", - "color_hint": "ab00d6" + "value": 37, + "color_hint": "ab00d6", + "description": "Cover change from Grass/Shrub to Snow/Ice" }, { - "value": 38, "name": "3_to_8", - "description": "Cover change from Grass/Shrub to Barren", - "color_hint": "ab00d6" + "value": 38, + "color_hint": "ab00d6", + "description": "Cover change from Grass/Shrub to Barren" }, { - "value": 41, "name": "4_to_1", - "description": "Cover change from Tree Cover to Developed", - "color_hint": "ab00d6" + "value": 41, + "color_hint": "ab00d6", + "description": "Cover change from Tree Cover to Developed" }, { - "value": 42, "name": "4_to_2", - "description": "Cover change from Tree Cover to Cropland", - "color_hint": "ab00d6" + "value": 42, + "color_hint": "ab00d6", + "description": "Cover change from Tree Cover to Cropland" }, { - "value": 43, "name": "4_to_3", - "description": "Cover change from Tree Cover to Grass/Shrub", - "color_hint": "ab00d6" + "value": 43, + "color_hint": "ab00d6", + "description": "Cover change from Tree Cover to Grass/Shrub" }, { - "value": 45, "name": "4_to_5", - "description": "Cover change from Tree Cover to Water", - "color_hint": "ab00d6" + "value": 45, + "color_hint": "ab00d6", + "description": "Cover change from Tree Cover to Water" }, { - "value": 46, "name": "4_to_6", - "description": "Cover change from Tree Cover to Wetlands", - "color_hint": "ab00d6" + "value": 46, + "color_hint": "ab00d6", + "description": "Cover change from Tree Cover to Wetlands" }, { - "value": 47, "name": "4_to_7", - "description": "Cover change from Tree Cover to Snow/Ice", - "color_hint": "ab00d6" + "value": 47, + "color_hint": "ab00d6", + "description": "Cover change from Tree Cover to Snow/Ice" }, { - "value": 48, "name": "4_to_8", - "description": "Cover change from Tree Cover to Barren", - "color_hint": "ab00d6" + "value": 48, + "color_hint": "ab00d6", + "description": "Cover change from Tree Cover to Barren" }, { - "value": 51, "name": "5_to_1", - "description": "Cover change from Water to Developed", - "color_hint": "ab00d6" + "value": 51, + "color_hint": "ab00d6", + "description": "Cover change from Water to Developed" }, { - "value": 52, "name": "5_to_2", - "description": "Cover change from Water to Cropland", - "color_hint": "ab00d6" + "value": 52, + "color_hint": "ab00d6", + "description": "Cover change from Water to Cropland" }, { - "value": 53, "name": "5_to_3", - "description": "Cover change from Water to Grass/Shrub", - "color_hint": "ab00d6" + "value": 53, + "color_hint": "ab00d6", + "description": "Cover change from Water to Grass/Shrub" }, { - "value": 54, "name": "5_to_4", - "description": "Cover change from Water to Tree Cover", - "color_hint": "ab00d6" + "value": 54, + "color_hint": "ab00d6", + "description": "Cover change from Water to Tree Cover" }, { - "value": 56, "name": "5_to_6", - "description": "Cover change from Water to Wetlands", - "color_hint": "ab00d6" + "value": 56, + "color_hint": "ab00d6", + "description": "Cover change from Water to Wetlands" }, { - "value": 57, "name": "5_to_7", - "description": "Cover change from Water to Snow/Ice", - "color_hint": "ab00d6" + "value": 57, + "color_hint": "ab00d6", + "description": "Cover change from Water to Snow/Ice" }, { - "value": 58, "name": "5_to_8", - "description": "Cover change from Water to Barren", - "color_hint": "ab00d6" + "value": 58, + "color_hint": "ab00d6", + "description": "Cover change from Water to Barren" }, { - "value": 61, "name": "6_to_1", - "description": "Cover change from Wetlands to Developed", - "color_hint": "ab00d6" + "value": 61, + "color_hint": "ab00d6", + "description": "Cover change from Wetlands to Developed" }, { - "value": 62, "name": "6_to_2", - "description": "Cover change from Wetlands to Cropland", - "color_hint": "ab00d6" + "value": 62, + "color_hint": "ab00d6", + "description": "Cover change from Wetlands to Cropland" }, { - "value": 63, "name": "6_to_3", - "description": "Cover change from Wetlands to Grass/Shrub", - "color_hint": "ab00d6" + "value": 63, + "color_hint": "ab00d6", + "description": "Cover change from Wetlands to Grass/Shrub" }, { - "value": 64, "name": "6_to_4", - "description": "Cover change from Wetlands to Tree Cover", - "color_hint": "ab00d6" + "value": 64, + "color_hint": "ab00d6", + "description": "Cover change from Wetlands to Tree Cover" }, { - "value": 65, "name": "6_to_5", - "description": "Cover change from Wetlands to Water", - "color_hint": "ab00d6" + "value": 65, + "color_hint": "ab00d6", + "description": "Cover change from Wetlands to Water" }, { - "value": 67, "name": "6_to_7", - "description": "Cover change from Wetlands to Snow/Ice", - "color_hint": "ab00d6" + "value": 67, + "color_hint": "ab00d6", + "description": "Cover change from Wetlands to Snow/Ice" }, { - "value": 68, "name": "6_to_8", - "description": "Cover change from Wetlands to Barren", - "color_hint": "ab00d6" + "value": 68, + "color_hint": "ab00d6", + "description": "Cover change from Wetlands to Barren" }, { - "value": 71, "name": "7_to_1", - "description": "Cover change from Snow/Ice to Developed", - "color_hint": "ab00d6" + "value": 71, + "color_hint": "ab00d6", + "description": "Cover change from Snow/Ice to Developed" }, { - "value": 72, "name": "7_to_2", - "description": "Cover change from Snow/Ice to Cropland", - "color_hint": "ab00d6" + "value": 72, + "color_hint": "ab00d6", + "description": "Cover change from Snow/Ice to Cropland" }, { - "value": 73, "name": "7_to_3", - "description": "Cover change from Snow/Ice to Grass/Shrub", - "color_hint": "ab00d6" + "value": 73, + "color_hint": "ab00d6", + "description": "Cover change from Snow/Ice to Grass/Shrub" }, { - "value": 74, "name": "7_to_4", - "description": "Cover change from Snow/Ice to Tree Cover", - "color_hint": "ab00d6" + "value": 74, + "color_hint": "ab00d6", + "description": "Cover change from Snow/Ice to Tree Cover" }, { - "value": 75, "name": "7_to_5", - "description": "Cover change from Snow/Ice to Water", - "color_hint": "ab00d6" + "value": 75, + "color_hint": "ab00d6", + "description": "Cover change from Snow/Ice to Water" }, { - "value": 76, "name": "7_to_6", - "description": "Cover change from Snow/Ice to Wetlands", - "color_hint": "ab00d6" + "value": 76, + "color_hint": "ab00d6", + "description": "Cover change from Snow/Ice to Wetlands" }, { - "value": 78, "name": "7_to_8", - "description": "Cover change from Snow/Ice to Barren", - "color_hint": "ab00d6" + "value": 78, + "color_hint": "ab00d6", + "description": "Cover change from Snow/Ice to Barren" }, { - "value": 81, "name": "8_to_1", - "description": "Cover change from Barren to Developed", - "color_hint": "ab00d6" + "value": 81, + "color_hint": "ab00d6", + "description": "Cover change from Barren to Developed" }, { - "value": 82, "name": "8_to_2", - "description": "Cover change from Barren to Cropland", - "color_hint": "ab00d6" + "value": 82, + "color_hint": "ab00d6", + "description": "Cover change from Barren to Cropland" }, { - "value": 83, "name": "8_to_3", - "description": "Cover change from Barren to Grass/Shrub", - "color_hint": "ab00d6" + "value": 83, + "color_hint": "ab00d6", + "description": "Cover change from Barren to Grass/Shrub" }, { - "value": 84, "name": "8_to_4", - "description": "Cover change from Barren to Tree Cover", - "color_hint": "ab00d6" + "value": 84, + "color_hint": "ab00d6", + "description": "Cover change from Barren to Tree Cover" }, { - "value": 85, "name": "8_to_5", - "description": "Cover change from Barren to Water", - "color_hint": "ab00d6" + "value": 85, + "color_hint": "ab00d6", + "description": "Cover change from Barren to Water" }, { - "value": 86, "name": "8_to_6", - "description": "Cover change from Barren to Wetlands", - "color_hint": "ab00d6" + "value": 86, + "color_hint": "ab00d6", + "description": "Cover change from Barren to Wetlands" }, { - "value": 87, "name": "8_to_7", - "description": "Cover change from Barren to Snow/Ice", - "color_hint": "ab00d6" + "value": 87, + "color_hint": "ab00d6", + "description": "Cover change from Barren to Snow/Ice" } ] }, - "lcachg_metadata": { - "title": "Annual Land Cover Change Metadata", - "description": "Annual Land Cover Change product metadata", - "type": "application/xml", + "sclast": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", "roles": [ - "metadata" + "data" + ], + "title": "Time Since Last Change", + "description": "Time, in days, since the last identified Spectral Change (SCTIME).", + "raster:bands": [ + { + "sampling": "area", + "data_type": "uint16", + "spatial_resolution": 30 + } ] }, - "lcpconf": { - "title": "Primary Land Cover Confidence", - "description": "Provides provenance tracking and a measure of confidence that the Primary Land Cover label matches the training data.", + "scstab": { "type": "image/tiff; application=geotiff; profile=cloud-optimized", "roles": [ "data" ], + "title": "Spectral Stability Period", + "description": "Measure of the amount of time in days that a pixel has been in its current spectral state as of July 1st. Current spectral state can refer to both during stable time series segments or a period outside of stable time series segments.", "raster:bands": [ { - "data_type": "uint8", - "nodata": 0, - "spatial_resolution": 30, - "sampling": "area" + "sampling": "area", + "data_type": "uint16", + "spatial_resolution": 30 + } + ] + }, + "sctime": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "Time of Spectral Change", + "description": "Represents the timing of a spectral change within the current product year as the day of year the change occurred.", + "raster:bands": [ + { + "sampling": "area", + "data_type": "uint16", + "spatial_resolution": 30 } + ] + }, + "lcpconf": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" ], + "title": "Primary Land Cover Confidence", + "description": "Provides provenance tracking and a measure of confidence that the Primary Land Cover label matches the training data.", "file:values": [ { "values": [ @@ -890,31 +904,23 @@ ], "summary": "Insufficient data available to establish a new stable time series model following a break near the end of the time series prior to July 1st of the current year. Primary Land Cover assigned the last identified primary land cover class from earlier year." } + ], + "raster:bands": [ + { + "nodata": 0, + "sampling": "area", + "data_type": "uint8", + "spatial_resolution": 30 + } ] }, - "lcpconf_metadata": { - "title": "Primary Land Cover Confidence Metadata", - "description": "Primary Land Cover Confidence product metadata", - "type": "application/xml", - "roles": [ - "metadata" - ] - }, - "lcsconf": { - "title": "Secondary Land Cover Confidence", - "description": "Provides provenance tracking and a measure of confidence that the Secondary Land Cover label matches the training data.", + "lcsconf": { "type": "image/tiff; application=geotiff; profile=cloud-optimized", "roles": [ "data" ], - "raster:bands": [ - { - "data_type": "uint8", - "nodata": 0, - "spatial_resolution": 30, - "sampling": "area" - } - ], + "title": "Secondary Land Cover Confidence", + "description": "Provides provenance tracking and a measure of confidence that the Secondary Land Cover label matches the training data.", "file:values": [ { "values": [ @@ -1069,184 +1075,100 @@ ], "summary": "Insufficient data available to establish a new stable time series model following a break near the end of the time series prior to July 1st of the current year. Secondary Land Cover assigned the last identified secondary cover class from earlier year." } - ] - }, - "lcsconf_metadata": { - "title": "Secondary Land Cover Confidence Metadata", - "description": "Secondary Land Cover Confidence product metadata", - "type": "application/xml", - "roles": [ - "metadata" - ] - }, - "sctime": { - "title": "Time of Spectral Change", - "description": "Represents the timing of a spectral change within the current product year as the day of year the change occurred.", - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "roles": [ - "data" ], "raster:bands": [ { - "data_type": "uint16", - "spatial_resolution": 30, - "sampling": "area" + "nodata": 0, + "sampling": "area", + "data_type": "uint8", + "spatial_resolution": 30 } ] }, - "sctime_metadata": { - "title": "Time of Spectral Change Metadata", - "description": "Time of Spectral Change product metadata", + "lcpri_metadata": { "type": "application/xml", "roles": [ "metadata" - ] + ], + "title": "Primary Land Cover Metadata", + "description": "Primary Land Cover product metadata" }, - "scmag": { - "title": "Change Magnitude", - "description": "The spectral strength or intensity of a time series model 'break' when spectral observations have diverged from the model predictions.", - "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "lcsec_metadata": { + "type": "application/xml", "roles": [ - "data" + "metadata" ], - "raster:bands": [ - { - "data_type": "float32", - "spatial_resolution": 30, - "sampling": "area" - } - ] + "title": "Secondary Land Cover Metadata", + "description": "Secondary Land Cover product metadata" }, "scmag_metadata": { - "title": "Change Magnitude Metadata", - "description": "Change Magnitude product metadata", "type": "application/xml", "roles": [ "metadata" - ] - }, - "scstab": { - "title": "Spectral Stability Period", - "description": "Measure of the amount of time in days that a pixel has been in its current spectral state as of July 1st. Current spectral state can refer to both during stable time series segments or a period outside of stable time series segments.", - "type": "image/tiff; application=geotiff; profile=cloud-optimized", - "roles": [ - "data" ], - "raster:bands": [ - { - "data_type": "uint16", - "spatial_resolution": 30, - "sampling": "area" - } - ] + "title": "Change Magnitude Metadata", + "description": "Change Magnitude product metadata" }, - "scstab_metadata": { - "title": "Spectral Stability Period Metadata", - "description": "Spectral Stability Period product metadata", + "scmqa_metadata": { "type": "application/xml", "roles": [ "metadata" - ] + ], + "title": "Model Quality Metadata", + "description": "Model Quality product metadata" }, - "sclast": { - "title": "Time Since Last Change", - "description": "Time, in days, since the last identified Spectral Change (SCTIME).", - "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "lcachg_metadata": { + "type": "application/xml", "roles": [ - "data" + "metadata" ], - "raster:bands": [ - { - "data_type": "uint16", - "spatial_resolution": 30, - "sampling": "area" - } - ] + "title": "Annual Land Cover Change Metadata", + "description": "Annual Land Cover Change product metadata" }, "sclast_metadata": { - "title": "Time Since Last Change Metadata", - "description": "Time Since Last Change product metadata", "type": "application/xml", "roles": [ "metadata" - ] + ], + "title": "Time Since Last Change Metadata", + "description": "Time Since Last Change product metadata" }, - "scmqa": { - "title": "Model Quality", - "description": "Information regarding the type of time series model applied to the current product year.", - "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "scstab_metadata": { + "type": "application/xml", "roles": [ - "data" + "metadata" ], - "raster:bands": [ - { - "data_type": "uint8", - "spatial_resolution": 30, - "sampling": "area" - } + "title": "Spectral Stability Period Metadata", + "description": "Spectral Stability Period product metadata" + }, + "sctime_metadata": { + "type": "application/xml", + "roles": [ + "metadata" ], - "classification:classes": [ - { - "value": 0, - "name": "no_model", - "description": "No model established for July 1st of current year." - }, - { - "value": 4, - "name": "simple_model", - "description": "A partial, 4-coefficient harmonic model." - }, - { - "value": 6, - "name": "advanced_model", - "description": "A partial, 6-coefficient harmonic model." - }, - { - "value": 8, - "name": "full_model", - "description": "A full, 8-coefficient harmonic model." - }, - { - "value": 14, - "name": "start_fit", - "description": "A simple model at the beginning of a time series where sparse and/or highly variable spectral measurements prevent establishment of a harmonic model." - }, - { - "value": 24, - "name": "end_fit", - "description": "A simple model at the end of a time series where there are insufficient observations and/or time to establish a new harmonic model following a model break." - }, - { - "value": 44, - "name": "insufficient_clear", - "description": "A simple model for the entire time series in cases where fewer than 25% of input observations are labeled as 'Clear' or 'Water' by the U.S. Landsat ARD per-pixel quality band (PIXELQA)." - }, - { - "value": 54, - "name": "persistent_snow", - "description": "A simple model for the entire time series in cases where 75% or more of input observations are labeled as 'Snow' by the U.S. Landsat ARD per-pixel quality band (PIXELQA)." - } - ] + "title": "Time of Spectral Change Metadata", + "description": "Time of Spectral Change product metadata" }, - "scmqa_metadata": { - "title": "Model Quality Metadata", - "description": "Model Quality product metadata", + "lcpconf_metadata": { "type": "application/xml", "roles": [ "metadata" - ] - } - }, - "summaries": { - "usgs_lcmap:horizontal_tile": { - "minimum": 0, - "maximum": 4 + ], + "title": "Primary Land Cover Confidence Metadata", + "description": "Primary Land Cover Confidence product metadata" }, - "usgs_lcmap:vertical_tile": { - "minimum": 0, - "maximum": 2 + "lcsconf_metadata": { + "type": "application/xml", + "roles": [ + "metadata" + ], + "title": "Secondary Land Cover Confidence Metadata", + "description": "Secondary Land Cover Confidence product metadata" } }, + "sci:citation": "U.S. Geological Survey (USGS), 2022, Land Change Monitoring, Assessment, and Projection (LCMAP) Collection 1.0 Science Products for Hawaii: USGS data release", + "msft:group_id": "usgs-lcmap", + "msft:container": "lcmap", "sci:publications": [ { "doi": "10.1016/j.jag.2022.103015", @@ -1257,6 +1179,90 @@ "citation": "Brown, J.F., Tollerud, H.J., Barber, C.P., Zhou, Q., Dwyer, J.L., Vogelmann, J.E., Loveland, T.R., Woodcock, C.E., Stehman, S.V., Zhu, Z., Pengra, B.W., Smith, K., Horton, J.A., Xian, G., Auch, R.F., Sohl, T.L., Sayler, K.L., Gallant, A.L., Zelenak, D., Reker, R.R., and Rover, J., 2020, Lessons learned implementing an operational continuous United States national land change monitoring capability-The Land Change Monitoring, Assessment, and Projection (LCMAP) approach: Remote Sensing of Environment, v. 238, article 111356" } ], - "sci:doi": "10.5066/P91E8M23", - "sci:citation": "U.S. Geological Survey (USGS), 2022, Land Change Monitoring, Assessment, and Projection (LCMAP) Collection 1.0 Science Products for Hawaii: USGS data release" + "msft:storage_account": "landcoverdata", + "msft:short_description": "USGS Land Change Monitoring, Assessment, and Projection (LCMAP) Collection 1.0 Science Products for Hawaii", + "msft:region": "westeurope", + "title": "USGS LCMAP Hawaii Collection 1.0", + "extent": { + "spatial": { + "bbox": [ + [ + -161.27577, + 18.505136, + -154.058649, + 22.624478 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2000-01-01T00:00:00Z", + "2020-12-31T00:00:00Z" + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "USGS", + "LCMAP", + "Land Cover", + "Land Cover Change", + "Hawaii" + ], + "providers": [ + { + "name": "United States Geological Survey", + "roles": [ + "producer", + "processor", + "licensor" + ], + "url": "https://www.usgs.gov/special-topics/lcmap" + }, + { + "name": "Microsoft", + "roles": [ + "processor", + "host" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "usgs_lcmap:vertical_tile": { + "minimum": 0, + "maximum": 2 + }, + "usgs_lcmap:horizontal_tile": { + "minimum": 0, + "maximum": 4 + } + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/usgs-lcmap-hawaii-v10-thumb.png", + "type": "image/png", + "title": "USGS LCMAP Hawaii 1.0 Thumbnail", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/usgs-lcmap-hawaii-v10.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": false + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } } \ No newline at end of file diff --git a/datasets/usgs-lidar/collection/3dep-lidar-classification/description.md b/datasets/usgs-lidar/collection/3dep-lidar-classification/description.md new file mode 100644 index 000000000..74f6f28ef --- /dev/null +++ b/datasets/usgs-lidar/collection/3dep-lidar-classification/description.md @@ -0,0 +1,22 @@ +This collection is derived from the [USGS 3DEP COPC collection](https://planetarycomputer.microsoft.com/dataset/3dep-lidar-copc). It uses the [ASPRS](https://www.asprs.org/) (American Society for Photogrammetry and Remote Sensing) [Lidar point classification](https://desktop.arcgis.com/en/arcmap/latest/manage-data/las-dataset/lidar-point-classification.htm). See [LAS specification](https://www.ogc.org/standards/LAS) for details. + +This COG type is based on the Classification [PDAL dimension](https://pdal.io/dimensions.html) and uses [`pdal.filters.range`](https://pdal.io/stages/filters.range.html) to select a subset of interesting classifications. Do note that not all LiDAR collections contain a full compliment of classification labels. +To remove outliers, the PDAL pipeline uses a noise filter and then outputs the Classification dimension. + +The STAC collection implements the [`item_assets`](https://github.com/stac-extensions/item-assets) and [`classification`](https://github.com/stac-extensions/classification) extensions. These classes are displayed in the "Item assets" below. You can programmatically access the full list of class values and descriptions using the `classification:classes` field form the `data` asset on the STAC collection. + +Classification rasters were produced as a subset of LiDAR classification categories: + +``` +0, Never Classified +1, Unclassified +2, Ground +3, Low Vegetation +4, Medium Vegetation +5, High Vegetation +6, Building +9, Water +10, Rail +11, Road +17, Bridge Deck +``` diff --git a/datasets/usgs-lidar/collection/3dep-lidar-classification/template.json b/datasets/usgs-lidar/collection/3dep-lidar-classification/template.json new file mode 100644 index 000000000..1c8a7aad6 --- /dev/null +++ b/datasets/usgs-lidar/collection/3dep-lidar-classification/template.json @@ -0,0 +1,175 @@ +{ + "type": "Collection", + "id": "3dep-lidar-classification", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://www.usgs.gov/3d-elevation-program/about-3dep-products-services", + "title": "About 3DEP Products & Services" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/3dep-lidar-classification", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/raster/v1.1.0/schema.json", + "https://stac-extensions.github.io/classification/v1.0.0/schema.json" + ], + "item_assets": { + "data": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "COG data", + "raster:bands": [ + { + "name": "Classification", + "unit": "metre", + "sampling": "point", + "data_type": "int16", + "description": "Raster for Classification PDAL dimension, ASPRS Lidar Point Classification Standard" + } + ], + "classification:classes": [ + { + "value": 0, + "description": "Never Classified" + }, + { + "value": 1, + "description": "Unclassified" + }, + { + "value": 2, + "description": "Ground" + }, + { + "value": 3, + "description": "Low Vegetation" + }, + { + "value": 4, + "description": "Medium Vegetation" + }, + { + "value": 5, + "description": "High Vegetation" + }, + { + "value": 6, + "description": "Building" + }, + { + "value": 9, + "description": "Water" + }, + { + "value": 10, + "description": "Rail" + }, + { + "value": 11, + "description": "Road" + }, + { + "value": 17, + "description": "Bridge Deck" + } + ] + }, + "thumbnail": { + "type": "image/png", + "roles": [ + "thumbnail" + ], + "title": "3DEP Lidar COG" + } + }, + "msft:group_id": "3dep-lidar", + "msft:container": "usgs-3dep-cogs", + "msft:storage_account": "usgslidareuwest", + "msft:short_description": "3DEP Lidar collection for Cloud Optimized Geotiffs (COGs) created according to PDAL's Intensity dimension", + "msft:region": "westeurope", + "title": "USGS 3DEP Lidar Classification", + "extent": { + "spatial": { + "bbox": [ + [ + -166.8546920006028, + 17.655357747708283, + -64.56116757979399, + 71.39330810146807 + ], + [ + 144.60180842809473, + 13.21774453924126, + 146.08202179248926, + 18.18369664008955 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2012-01-01T00:00:00Z", + "2022-01-01T00:00:00Z" + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "USGS", + "3DEP", + "COG", + "Classification" + ], + "providers": [ + { + "name": "Landrush", + "roles": [ + "processor", + "producer" + ] + }, + { + "name": "USGS", + "roles": [ + "processor", + "producer", + "licensor" + ], + "url": "https://www.usgs.gov/core-science-systems/ngp/3dep/" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "gsd": [ + 5.0 + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/3dep-lidar-classification-thumbnail.png", + "type": "image/png", + "title": "3DEP Lidar COG", + "roles": [ + "thumbnail" + ] + } + } +} \ No newline at end of file diff --git a/datasets/usgs-lidar/collection/3dep-lidar-dsm/description.md b/datasets/usgs-lidar/collection/3dep-lidar-dsm/description.md new file mode 100644 index 000000000..af14b75c3 --- /dev/null +++ b/datasets/usgs-lidar/collection/3dep-lidar-dsm/description.md @@ -0,0 +1 @@ +This collection is derived from the [USGS 3DEP COPC collection](https://planetarycomputer.microsoft.com/dataset/3dep-lidar-copc). It creates a Digital Surface Model (DSM) using [`pdal.filters.range`](https://pdal.io/stages/filters.range.html#filters-range) to output a collection of Cloud Optimized GeoTIFFs, removing all points that have been classified as noise. \ No newline at end of file diff --git a/datasets/usgs-lidar/collection/3dep-lidar-dsm/template.json b/datasets/usgs-lidar/collection/3dep-lidar-dsm/template.json new file mode 100644 index 000000000..24ca51a88 --- /dev/null +++ b/datasets/usgs-lidar/collection/3dep-lidar-dsm/template.json @@ -0,0 +1,142 @@ +{ + "type": "Collection", + "id": "3dep-lidar-dsm", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://www.usgs.gov/3d-elevation-program/about-3dep-products-services", + "title": "About 3DEP Products & Services" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/3dep-lidar-dsm", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/raster/v1.1.0/schema.json#", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], + "item_assets": { + "data": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "title": "COG data", + "raster:bands": [ + { + "type": "Z", + "unit": "metre", + "sampling": "point", + "data_type": "float32", + "description": "Z PDAL Dimension" + } + ] + }, + "thumbnail": { + "type": "image/png", + "roles": [ + "thumbnail" + ], + "title": "3DEP Lidar COG" + } + }, + "msft:group_id": "3dep-lidar", + "msft:container": "usgs-3dep-cogs", + "msft:storage_account": "usgslidareuwest", + "msft:short_description": "3DEP Lidar collection for the Digital Surface Model (DSM) Cloud Optimized Geotiffs (COGs).", + "msft:region": "westeurope", + "title": "USGS 3DEP Lidar Digital Surface Model", + "extent": { + "spatial": { + "bbox": [ + [ + -166.8546920006028, + 17.655357747708283, + -64.56116757979399, + 71.39330810146807 + ], + [ + 144.60180842809473, + 13.21774453924126, + 146.08202179248926, + 18.18369664008955 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2012-01-01T00:00:00Z", + "2022-01-01T00:00:00Z" + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "USGS", + "3DEP", + "COG", + "DSM" + ], + "providers": [ + { + "name": "Landrush", + "roles": [ + "processor", + "producer" + ] + }, + { + "name": "USGS", + "roles": [ + "processor", + "producer", + "licensor" + ], + "url": "https://www.usgs.gov/core-science-systems/ngp/3dep/" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "gsd": [ + 2.0 + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/dsm-thumbnail.png", + "type": "image/png", + "title": "3DEP Lidar COG", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/3dep-lidar-dsm.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "AS" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } +} \ No newline at end of file diff --git a/datasets/usgs-lidar/collection/3dep-lidar-dtm-native/description.md b/datasets/usgs-lidar/collection/3dep-lidar-dtm-native/description.md new file mode 100644 index 000000000..09990f6c1 --- /dev/null +++ b/datasets/usgs-lidar/collection/3dep-lidar-dtm-native/description.md @@ -0,0 +1 @@ +This collection is derived from the [USGS 3DEP COPC collection](https://planetarycomputer.microsoft.com/dataset/3dep-lidar-copc). It creates a Digital Terrain Model (DTM) using the vendor provided (native) ground classification and [`pdal.filters.range`](https://pdal.io/stages/filters.range.html#filters-range) to output a collection of Cloud Optimized GeoTIFFs, removing all points that have been classified as noise. \ No newline at end of file diff --git a/datasets/usgs-lidar/collection/3dep-lidar-dtm-native/template.json b/datasets/usgs-lidar/collection/3dep-lidar-dtm-native/template.json new file mode 100644 index 000000000..bb620e1e5 --- /dev/null +++ b/datasets/usgs-lidar/collection/3dep-lidar-dtm-native/template.json @@ -0,0 +1,128 @@ +{ + "type": "Collection", + "id": "3dep-lidar-dtm-native", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://www.usgs.gov/3d-elevation-program/about-3dep-products-services", + "title": "About 3DEP Products & Services" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/3dep-lidar-dtm-native", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/raster/v1.1.0/schema.json#" + ], + "item_assets": { + "data": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "COG data", + "raster:bands": [ + { + "name": "Z", + "unit": "metre", + "sampling": "point", + "data_type": "float32", + "description": "Raster for Z PDAL Dimension" + } + ] + }, + "thumbnail": { + "type": "image/png", + "roles": [ + "thumbnail" + ], + "title": "3DEP Lidar COG" + } + }, + "msft:group_id": "3dep-lidar", + "msft:container": "usgs-3dep-cogs", + "msft:storage_account": "usgslidareuwest", + "msft:short_description": "3DEP Lidar collection for the Digital Terrain Model (DTM) Cloud Optimized Geotiffs (COGs) using vendor provided ground classification.", + "msft:region": "westeurope", + "title": "USGS 3DEP Lidar Digital Terrain Model (Native)", + "extent": { + "spatial": { + "bbox": [ + [ + -166.8546920006028, + 17.655357747708283, + -64.56116757979399, + 71.39330810146807 + ], + [ + 144.60180842809473, + 13.21774453924126, + 146.08202179248926, + 18.18369664008955 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2012-01-01T00:00:00Z", + "2022-01-01T00:00:00Z" + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "USGS", + "3DEP", + "COG", + "DTM" + ], + "providers": [ + { + "name": "Landrush", + "roles": [ + "processor", + "producer" + ] + }, + { + "name": "USGS", + "roles": [ + "processor", + "producer", + "licensor" + ], + "url": "https://www.usgs.gov/core-science-systems/ngp/3dep/" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "gsd": [ + 2.0 + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/3dep-lidar-dtm-native-thumbnail.png", + "type": "image/png", + "title": "3DEP Lidar COG", + "roles": [ + "thumbnail" + ] + } + } +} \ No newline at end of file diff --git a/datasets/usgs-lidar/collection/3dep-lidar-dtm/description.md b/datasets/usgs-lidar/collection/3dep-lidar-dtm/description.md new file mode 100644 index 000000000..827e4a9cc --- /dev/null +++ b/datasets/usgs-lidar/collection/3dep-lidar-dtm/description.md @@ -0,0 +1,3 @@ +This collection is derived from the [USGS 3DEP COPC collection](https://planetarycomputer.microsoft.com/dataset/3dep-lidar-copc). It creates a Digital Terrain Model (DTM) using [`pdal.filters.smrf`](https://pdal.io/stages/filters.smrf.html#filters-smrf) to output a collection of Cloud Optimized GeoTIFFs. + +The Simple Morphological Filter (SMRF) classifies ground points based on the approach outlined in [Pingel2013](https://pdal.io/references.html#pingel2013). \ No newline at end of file diff --git a/datasets/usgs-lidar/collection/3dep-lidar-dtm/template.json b/datasets/usgs-lidar/collection/3dep-lidar-dtm/template.json new file mode 100644 index 000000000..b0d49c69b --- /dev/null +++ b/datasets/usgs-lidar/collection/3dep-lidar-dtm/template.json @@ -0,0 +1,145 @@ +{ + "type": "Collection", + "id": "3dep-lidar-dtm", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://www.usgs.gov/3d-elevation-program/about-3dep-products-services", + "title": "About 3DEP Products & Services" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/3dep-lidar-dtm", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/raster/v1.1.0/schema.json#", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], + "item_assets": { + "data": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "COG data", + "raster:bands": [ + { + "type": "Z", + "unit": "metre", + "sampling": "point", + "data_type": "float32", + "description": "Z PDAL Dimension" + } + ] + }, + "thumbnail": { + "type": "image/png", + "roles": [ + "thumbnail" + ], + "title": "3DEP Lidar COG" + } + }, + "msft:group_id": "3dep-lidar", + "msft:container": "usgs-3dep-cogs", + "msft:storage_account": "usgslidareuwest", + "msft:short_description": "3DEP Lidar collection for the Digital Terrain Model (DTM) Cloud Optimized Geotiffs (COGs) using PDAL's filters.smrf.", + "msft:region": "westeurope", + "title": "USGS 3DEP Lidar Digital Terrain Model", + "extent": { + "spatial": { + "bbox": [ + [ + -166.8546920006028, + 17.655357747708283, + -64.56116757979399, + 71.39330810146807 + ], + [ + 144.60180842809473, + 13.21774453924126, + 146.08202179248926, + 18.18369664008955 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2012-01-01T00:00:00Z", + "2022-01-01T00:00:00Z" + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "USGS", + "3DEP", + "COG", + "DTM" + ], + "providers": [ + { + "name": "Landrush", + "roles": [ + "processor", + "producer" + ] + }, + { + "name": "USGS", + "roles": [ + "processor", + "producer", + "licensor" + ], + "url": "https://www.usgs.gov/core-science-systems/ngp/3dep/" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "gsd": [ + 2.0 + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/dtm-thumbnail.png", + "type": "image/png", + "title": "3DEP Lidar COG", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/3dep-lidar-dtm.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "AS" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } +} \ No newline at end of file diff --git a/datasets/usgs-lidar/collection/3dep-lidar-hag/description.md b/datasets/usgs-lidar/collection/3dep-lidar-hag/description.md new file mode 100644 index 000000000..409dc72ef --- /dev/null +++ b/datasets/usgs-lidar/collection/3dep-lidar-hag/description.md @@ -0,0 +1,9 @@ +This COG type is generated using the Z dimension of the [COPC data](https://planetarycomputer.microsoft.com/dataset/3dep-lidar-copc) data and removes noise, water, and using [`pdal.filters.smrf`](https://pdal.io/stages/filters.smrf.html#filters-smrf) followed by [pdal.filters.hag_nn](https://pdal.io/stages/filters.hag_nn.html#filters-hag-nn). + +The Height Above Ground Nearest Neighbor filter takes as input a point cloud with Classification set to 2 for ground points. It creates a new dimension, HeightAboveGround, that contains the normalized height values. + +Ground points may be generated with [`pdal.filters.pmf`](https://pdal.io/stages/filters.pmf.html#filters-pmf) or [`pdal.filters.smrf`](https://pdal.io/stages/filters.smrf.html#filters-smrf), but you can use any method you choose, as long as the ground returns are marked. + +Normalized heights are a commonly used attribute of point cloud data. This can also be referred to as height above ground (HAG) or above ground level (AGL) heights. In the end, it is simply a measure of a point's relative height as opposed to its raw elevation value. + +The filter finds the number of ground points nearest to the non-ground point under consideration. It calculates an average ground height weighted by the distance of each ground point from the non-ground point. The HeightAboveGround is the difference between the Z value of the non-ground point and the interpolated ground height. diff --git a/datasets/usgs-lidar/collection/3dep-lidar-hag/template.json b/datasets/usgs-lidar/collection/3dep-lidar-hag/template.json new file mode 100644 index 000000000..387a83e86 --- /dev/null +++ b/datasets/usgs-lidar/collection/3dep-lidar-hag/template.json @@ -0,0 +1,145 @@ +{ + "type": "Collection", + "id": "3dep-lidar-hag", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://www.usgs.gov/3d-elevation-program/about-3dep-products-services", + "title": "About 3DEP Products & Services" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/3dep-lidar-hag", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/raster/v1.1.0/schema.json#", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], + "item_assets": { + "data": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "COG data", + "raster:bands": [ + { + "name": "HeightAboveGround", + "unit": "metre", + "sampling": "point", + "data_type": "float32", + "description": "Raster for Height Above Ground (HAG)" + } + ] + }, + "thumbnail": { + "type": "image/png", + "roles": [ + "thumbnail" + ], + "title": "3DEP Lidar COG" + } + }, + "msft:group_id": "3dep-lidar", + "msft:container": "usgs-3dep-cogs", + "msft:storage_account": "usgslidareuwest", + "msft:short_description": "3DEP Lidar collection for the Height Above Ground (HAG or Elevation) Cloud Optimized Geotiffs (COGs). All USGS HAG COG STAC items will be associated with this STAC collection.", + "msft:region": "westeurope", + "title": "USGS 3DEP Lidar Height above Ground", + "extent": { + "spatial": { + "bbox": [ + [ + -166.8546920006028, + 17.655357747708283, + -64.56116757979399, + 71.39330810146807 + ], + [ + 144.60180842809473, + 13.21774453924126, + 146.08202179248926, + 18.18369664008955 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2012-01-01T00:00:00Z", + "2022-01-01T00:00:00Z" + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "USGS", + "3DEP", + "COG", + "Elevation" + ], + "providers": [ + { + "name": "Landrush", + "roles": [ + "processor", + "producer" + ] + }, + { + "name": "USGS", + "roles": [ + "processor", + "producer", + "licensor" + ], + "url": "https://www.usgs.gov/core-science-systems/ngp/3dep/" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "gsd": [ + 2.0 + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/hag-thumbnail.png", + "type": "image/png", + "title": "3DEP Lidar COG", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/3dep-lidar-hag.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "AS" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } +} \ No newline at end of file diff --git a/datasets/usgs-lidar/collection/3dep-lidar-intensity/description.md b/datasets/usgs-lidar/collection/3dep-lidar-intensity/description.md new file mode 100644 index 000000000..84f101815 --- /dev/null +++ b/datasets/usgs-lidar/collection/3dep-lidar-intensity/description.md @@ -0,0 +1,3 @@ +This collection is derived from the [USGS 3DEP COPC collection](https://planetarycomputer.microsoft.com/dataset/3dep-lidar-copc). It is a collection of Cloud Optimized GeoTIFFs representing the pulse return magnitude. + +The values are based on the Intensity [PDAL dimension](https://pdal.io/dimensions.html) and uses [`pdal.filters.outlier`](https://pdal.io/stages/filters.outlier.html#filters-outlier) and [`pdal.filters.range`](https://pdal.io/stages/filters.range.html#filters-range) to remove outliers and noise. \ No newline at end of file diff --git a/datasets/usgs-lidar/collection/3dep-lidar-intensity/template.json b/datasets/usgs-lidar/collection/3dep-lidar-intensity/template.json new file mode 100644 index 000000000..9966aa453 --- /dev/null +++ b/datasets/usgs-lidar/collection/3dep-lidar-intensity/template.json @@ -0,0 +1,128 @@ +{ + "type": "Collection", + "id": "3dep-lidar-intensity", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://www.usgs.gov/3d-elevation-program/about-3dep-products-services", + "title": "About 3DEP Products & Services" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/3dep-lidar-intensity", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/raster/v1.1.0/schema.json#" + ], + "item_assets": { + "data": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "COG data", + "raster:bands": [ + { + "name": "Intensity", + "unit": "metre", + "sampling": "point", + "data_type": "uint16", + "description": "Intensity PDAL dimension" + } + ] + }, + "thumbnail": { + "type": "image/png", + "roles": [ + "thumbnail" + ], + "title": "3DEP Lidar COG" + } + }, + "msft:group_id": "3dep-lidar", + "msft:container": "usgs-3dep-cogs", + "msft:storage_account": "usgslidareuwest", + "msft:short_description": "3DEP Lidar collection for the Cloud Optimized Geotiffs (COGs) based on the Intensity dimension.", + "msft:region": "westeurope", + "title": "USGS 3DEP Lidar Intensity", + "extent": { + "spatial": { + "bbox": [ + [ + -166.8546920006028, + 17.655357747708283, + -64.56116757979399, + 71.39330810146807 + ], + [ + 144.60180842809473, + 13.21774453924126, + 146.08202179248926, + 18.18369664008955 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2012-01-01T00:00:00Z", + "2022-01-01T00:00:00Z" + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "USGS", + "3DEP", + "COG", + "Intensity" + ], + "providers": [ + { + "name": "Landrush", + "roles": [ + "processor", + "producer" + ] + }, + { + "name": "USGS", + "roles": [ + "processor", + "producer", + "licensor" + ], + "url": "https://www.usgs.gov/core-science-systems/ngp/3dep/" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "gsd": [ + 2.0 + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/intensity-thumbnail.png", + "type": "image/png", + "title": "3DEP Lidar COG", + "roles": [ + "thumbnail" + ] + } + } +} \ No newline at end of file diff --git a/datasets/usgs-lidar/collection/3dep-lidar-pointsourceid/description.md b/datasets/usgs-lidar/collection/3dep-lidar-pointsourceid/description.md new file mode 100644 index 000000000..0671b1b14 --- /dev/null +++ b/datasets/usgs-lidar/collection/3dep-lidar-pointsourceid/description.md @@ -0,0 +1,3 @@ +This collection is derived from the [USGS 3DEP COPC collection](https://planetarycomputer.microsoft.com/dataset/3dep-lidar-copc). It is a collection of Cloud Optimized GeoTIFFs representing the file source ID from which the point originated. Zero indicates that the point originated in the current file. + +This values are based on the PointSourceId [PDAL dimension](https://pdal.io/dimensions.html) and uses [`pdal.filters.outlier`](https://pdal.io/stages/filters.outlier.html#filters-outlier) and [`pdal.filters.range`](https://pdal.io/stages/filters.range.html#filters-range) to remove outliers and noise. \ No newline at end of file diff --git a/datasets/usgs-lidar/collection/3dep-lidar-pointsourceid/template.json b/datasets/usgs-lidar/collection/3dep-lidar-pointsourceid/template.json new file mode 100644 index 000000000..9ce793ec7 --- /dev/null +++ b/datasets/usgs-lidar/collection/3dep-lidar-pointsourceid/template.json @@ -0,0 +1,145 @@ +{ + "type": "Collection", + "id": "3dep-lidar-pointsourceid", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://www.usgs.gov/3d-elevation-program/about-3dep-products-services", + "title": "About 3DEP Products & Services" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/3dep-lidar-pointsourceid", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/raster/v1.1.0/schema.json#", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], + "item_assets": { + "data": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "COG data", + "raster:bands": [ + { + "name": "PointSourceId", + "unit": "metre", + "sampling": "point", + "data_type": "int32", + "description": "PointSourceId PDAL dimension" + } + ] + }, + "thumbnail": { + "type": "image/png", + "roles": [ + "thumbnail" + ], + "title": "3DEP Lidar COG" + } + }, + "msft:group_id": "3dep-lidar", + "msft:container": "usgs-3dep-cogs", + "msft:storage_account": "usgslidareuwest", + "msft:short_description": "3DEP Lidar collection for Cloud Optimized Geotiffs (COGs) using PDAL's PointSourceId dimension.", + "msft:region": "westeurope", + "title": "USGS 3DEP Lidar Point Source", + "extent": { + "spatial": { + "bbox": [ + [ + -166.8546920006028, + 17.655357747708283, + -64.56116757979399, + 71.39330810146807 + ], + [ + 144.60180842809473, + 13.21774453924126, + 146.08202179248926, + 18.18369664008955 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2012-01-01T00:00:00Z", + "2022-01-01T00:00:00Z" + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "USGS", + "3DEP", + "COG", + "PointSourceId" + ], + "providers": [ + { + "name": "Landrush", + "roles": [ + "processor", + "producer" + ] + }, + { + "name": "USGS", + "roles": [ + "processor", + "producer", + "licensor" + ], + "url": "https://www.usgs.gov/core-science-systems/ngp/3dep/" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "gsd": [ + 5.0 + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/pointsourceid-thumbnail.png", + "type": "image/png", + "title": "3DEP Lidar COG", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/3dep-lidar-pointsourceid.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "AS" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } +} \ No newline at end of file diff --git a/datasets/usgs-lidar/collection/3dep-lidar-returns/description.md b/datasets/usgs-lidar/collection/3dep-lidar-returns/description.md new file mode 100644 index 000000000..8951f99ce --- /dev/null +++ b/datasets/usgs-lidar/collection/3dep-lidar-returns/description.md @@ -0,0 +1,5 @@ +This collection is derived from the [USGS 3DEP COPC collection](https://planetarycomputer.microsoft.com/dataset/3dep-lidar-copc). It is a collection of Cloud Optimized GeoTIFFs representing the number of returns for a given pulse. + +This values are based on the PointSourceId [PDAL dimension](https://pdal.io/dimensions.html) and uses [`pdal.filters.outlier`](https://pdal.io/stages/filters.outlier.html#filters-outlier) and [`pdal.filters.range`](https://pdal.io/stages/filters.range.html#filters-range) to remove outliers and noise. + +The values are based on the NumberOfReturns [PDAL dimension](https://pdal.io/dimensions.html) and uses [`pdal.filters.outlier`](https://pdal.io/stages/filters.outlier.html#filters-outlier) and [`pdal.filters.range`](https://pdal.io/stages/filters.range.html#filters-range) to remove outliers and noise. \ No newline at end of file diff --git a/datasets/usgs-lidar/collection/3dep-lidar-returns/template.json b/datasets/usgs-lidar/collection/3dep-lidar-returns/template.json new file mode 100644 index 000000000..e898a9133 --- /dev/null +++ b/datasets/usgs-lidar/collection/3dep-lidar-returns/template.json @@ -0,0 +1,145 @@ +{ + "type": "Collection", + "id": "3dep-lidar-returns", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://www.usgs.gov/3d-elevation-program/about-3dep-products-services", + "title": "About 3DEP Products & Services" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/3dep-lidar-returns", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/raster/v1.1.0/schema.json#", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], + "item_assets": { + "data": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ], + "title": "COG data", + "raster:bands": [ + { + "name": "ReturnNumber", + "unit": "metre", + "sampling": "point", + "data_type": "int16", + "description": "Raster for ReturnNumber PDAL dimension" + } + ] + }, + "thumbnail": { + "type": "image/png", + "roles": [ + "thumbnail" + ], + "title": "3DEP Lidar COG" + } + }, + "msft:group_id": "3dep-lidar", + "msft:container": "usgs-3dep-cogs", + "msft:storage_account": "usgslidareuwest", + "msft:short_description": "3DEP Lidar collection for the Cloud Optimized Geotiffs (COGs) based on the ReturnNumber dimension.", + "msft:region": "westeurope", + "title": "USGS 3DEP Lidar Returns", + "extent": { + "spatial": { + "bbox": [ + [ + -166.8546920006028, + 17.655357747708283, + -64.56116757979399, + 71.39330810146807 + ], + [ + 144.60180842809473, + 13.21774453924126, + 146.08202179248926, + 18.18369664008955 + ] + ] + }, + "temporal": { + "interval": [ + [ + "2012-01-01T00:00:00Z", + "2022-01-01T00:00:00Z" + ] + ] + } + }, + "license": "proprietary", + "keywords": [ + "USGS", + "3DEP", + "COG", + "NumberOfReturns" + ], + "providers": [ + { + "name": "Landrush", + "roles": [ + "processor", + "producer" + ] + }, + { + "name": "USGS", + "roles": [ + "processor", + "producer", + "licensor" + ], + "url": "https://www.usgs.gov/core-science-systems/ngp/3dep/" + }, + { + "name": "Microsoft", + "roles": [ + "host", + "processor" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "gsd": [ + 5.0 + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/numberofreturns-thumbnail.png", + "type": "image/png", + "title": "3DEP Lidar COG", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/3dep-lidar-returns.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": true, + "partition_frequency": "AS" + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } +} \ No newline at end of file diff --git a/datasets/usgs-lidar/collection/3dep-seamless/description.md b/datasets/usgs-lidar/collection/3dep-seamless/description.md new file mode 100644 index 000000000..bbc92f2e4 --- /dev/null +++ b/datasets/usgs-lidar/collection/3dep-seamless/description.md @@ -0,0 +1,5 @@ +U.S.-wide digital elevation data at horizontal resolutions ranging from one to sixty meters. + +The [USGS 3D Elevation Program (3DEP) Datasets](https://www.usgs.gov/core-science-systems/ngp/3dep) from the [National Map](https://www.usgs.gov/core-science-systems/national-geospatial-program/national-map) are the primary elevation data product produced and distributed by the USGS. The 3DEP program provides raster elevation data for the conterminous United States, Alaska, Hawaii, and the island territories, at a variety of spatial resolutions. The seamless DEM layers produced by the 3DEP program are updated frequently to integrate newly available, improved elevation source data. + +DEM layers are available nationally at grid spacings of 1 arc-second (approximately 30 meters) for the conterminous United States, and at approximately 1, 3, and 9 meters for parts of the United States. Most seamless DEM data for Alaska is available at a resolution of approximately 60 meters, where only lower resolution source data exist. diff --git a/datasets/usgs-lidar/collection/3dep-seamless/template.json b/datasets/usgs-lidar/collection/3dep-seamless/template.json new file mode 100644 index 000000000..06d2f9ca9 --- /dev/null +++ b/datasets/usgs-lidar/collection/3dep-seamless/template.json @@ -0,0 +1,131 @@ +{ + "type": "Collection", + "id": "3dep-seamless", + "stac_version": "1.0.0", + "description": "{{ collection.description }}", + "links": [ + { + "rel": "license", + "href": "https://www.usgs.gov/faqs/what-are-terms-uselicensing-map-services-and-data-national-map?qt-news_science_products=0#qt-news_science_products", + "title": "Public Domain" + }, + { + "rel": "describedby", + "href": "https://planetarycomputer.microsoft.com/dataset/3dep-seamless", + "type": "text/html", + "title": "Human readable dataset overview and reference" + } + ], + "stac_extensions": [ + "https://stac-extensions.github.io/item-assets/v1.0.0/schema.json", + "https://stac-extensions.github.io/table/v1.2.0/schema.json" + ], + "item_assets": { + "data": { + "type": "image/tiff; application=geotiff; profile=cloud-optimized", + "roles": [ + "data" + ] + }, + "gpkg": { + "type": "application/geopackage+sqlite3", + "roles": [ + "metadata" + ] + }, + "metadata": { + "type": "application/xml", + "roles": [ + "metadata" + ] + }, + "thumbnail": { + "type": "image/jpeg", + "roles": [ + "thumbnail" + ] + } + }, + "msft:container": "3dep", + "msft:storage_account": "ai4edataeuwest", + "msft:short_description": "U.S.-wide digital elevation data at horizontal resolutions ranging from one to sixty meters", + "msft:region": "westeurope", + "title": "USGS 3DEP Seamless DEMs", + "extent": { + "spatial": { + "bbox": [ + [ + -174.001666666983, + -15.00166666667, + 164.0016666666, + 84.00166666666 + ] + ] + }, + "temporal": { + "interval": [ + [ + "1925-01-01T00:00:00Z", + "2020-05-06T00:00:00Z" + ] + ] + } + }, + "license": "PDDL-1.0", + "keywords": [ + "USGS", + "3DEP", + "NED", + "Elevation", + "DEM" + ], + "providers": [ + { + "name": "USGS", + "roles": [ + "processor", + "producer", + "licensor" + ], + "url": "https://www.usgs.gov/core-science-systems/ngp/3dep" + }, + { + "name": "Microsoft", + "roles": [ + "host" + ], + "url": "https://planetarycomputer.microsoft.com" + } + ], + "summaries": { + "gsd": [ + 10, + 30 + ] + }, + "assets": { + "thumbnail": { + "href": "https://ai4edatasetspublicassets.blob.core.windows.net/assets/pc_thumbnails/threedep.png", + "type": "image/png", + "title": "USGS 3DEP", + "roles": [ + "thumbnail" + ] + }, + "geoparquet-items": { + "href": "abfs://items/3dep-seamless.parquet", + "type": "application/x-parquet", + "title": "GeoParquet STAC items", + "description": "Snapshot of the collection's STAC items exported to GeoParquet format.", + "msft:partition_info": { + "is_partitioned": false + }, + "table:storage_options": { + "account_name": "pcstacitems" + }, + "roles": [ + "stac-items" + ] + } + } +} \ No newline at end of file diff --git a/scripts/sync-collections b/scripts/sync-collections new file mode 100755 index 000000000..6efb332a7 --- /dev/null +++ b/scripts/sync-collections @@ -0,0 +1,150 @@ +#!/usr/bin/env python +from __future__ import annotations + +import json +from dataclasses import dataclass +from pathlib import Path +from typing import Any + +from pystac import Collection +from pystac_client import Client + +DATASETS = Path(__file__).parents[1] / "datasets" +COLLECTION_DESCRIPTION = r"{{ collection.description }}" + + +@dataclass +class LocalCollection: + id: str + directory: Path + template: dict[str, Any] + description: str | None + has_config: bool + + @classmethod + def from_path_and_data(cls, path: Path, data: dict[str, Any]) -> LocalCollection: + directory = path.parent + description = data.get("description") + if description == COLLECTION_DESCRIPTION: + description_path = directory / "description.md" + if description_path.exists(): + description = description_path.read_text() + else: + description = None + config_path = path.parent / "config.json" + return cls( + id=data["id"], + directory=directory, + template=data, + description=description, + has_config=config_path.exists(), + ) + + @classmethod + def from_collection(cls, collection: Collection) -> LocalCollection: + directory = ( + next(DATASETS.glob(f"**/{collection.id}"), None) + or DATASETS / collection.id / "collection" + ) + directory.mkdir(exist_ok=True, parents=True) + description = collection.description + collection.description = COLLECTION_DESCRIPTION + config_path = directory / "config.json" + template = collection.to_dict(include_self_link=False, transform_hrefs=False) + template = clean_template(template) + return LocalCollection( + id=collection.id, + directory=directory, + template=template, + description=description, + has_config=config_path.exists(), + ) + + def update(self, collection: Collection) -> None: + if collection.description != COLLECTION_DESCRIPTION: + self.description = collection.description + collection.description = COLLECTION_DESCRIPTION + template = collection.to_dict(include_self_link=False, transform_hrefs=False) + self.template = clean_template(template) + self.has_config = (self.directory / "config.json").exists() + + def save(self) -> None: + (self.directory / "template.json").write_text( + json.dumps( + self.template, + indent=4, + ) + ) + if self.description: + (self.directory / "description.md").write_text(self.description) + else: + print(f"Collection '{self.id}' is missing a description") + + +def discover_local_collections() -> dict[str, LocalCollection]: + local_collections = {} + for json_path in DATASETS.glob("**/*.json"): + data = json.loads(json_path.read_text()) + if data.get("type") == "Collection": + if "stac_version" not in data: + data["stac_version"] = "1.0.0" + local_collection = LocalCollection.from_path_and_data(json_path, data) + local_collections[local_collection.id] = local_collection + return local_collections + + +def clean_template(template: dict[str, Any]) -> dict[str, Any]: + template["links"] = list( + link + for link in template["links"] + if link["rel"] + not in ( + "parent", + "root", + "items", + "http://www.opengis.net/def/rel/ogc/1.0/queryables", + ) + ) + return template + + +def main() -> None: + local_collections = discover_local_collections() + client = Client.open("https://planetarycomputer.microsoft.com/api/stac/v1") + missing_configs = [] + missing_storage_accounts = [] + missing_containers = [] + for collection in client.get_collections(): + print("Syncing", collection.id) + local_collection = local_collections.get(collection.id) + if local_collection: + local_collection.update(collection) + else: + local_collection = LocalCollection.from_collection(collection) + local_collection.save() + if not local_collection.has_config: + missing_configs.append(local_collection) + if "msft:storage_account" not in local_collection.template: + missing_storage_accounts.append(local_collection) + if "msft:container" not in local_collection.template: + missing_containers.append(local_collection) + + if missing_configs: + print( + "These collections are missing config.json files:", + ", ".join((c.id for c in missing_configs)), + ) + if missing_storage_accounts: + print( + "These collections are missing msft:storage_account in their template:", + ", ".join((c.id for c in missing_storage_accounts)), + ) + if missing_containers: + print( + "These collections are missing msft:container in their template:", + ", ".join((c.id for c in missing_containers)), + ) + + +if __name__ == "__main__": + main()