Predictive Soil Mapping with R (book)
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Sep 2, 2023 - TeX
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pedometrics
Here are 20 public repositories matching this topic...
Using CNN-LSTM deep learning model for digital soil mapping. This is the code for paper "Zhang et al. A CNN-LSTM model for soil organic carbon content prediction with long time series of MODIS-based phenological variables"
deep-learning geospatial cnn lstm soil geostatistics digital-soil-mapping pedometrics soil-organic-carbon predictive-mapping
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Mar 7, 2024 - Python
Algorithms for Quantitative Pedology
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Apr 2, 2026 - R
R package: Misc. Functions for Processing and Sample Selection of Spectroscopic Data
r derivatives signal sampling r-package preprocessing spectroscopy infrared chemometrics nir resample pedometrics soil-spectroscopy near-infrared
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Oct 17, 2025 - R
S4SS: Statistics for Soil Survey
statistics tabular-data eda spatial-data soil usda digital-soil-mapping pedometrics pedology nrcs soil-survey ncss s4ss
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Feb 25, 2026 - HTML
The soilspec package: data and functions for the book 'Soil Spectral Inference with R'
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Feb 19, 2022 - R
resemble is an R package for similarity-based modelling and local learning in spectroscopy. It provides tools for dissimilarity computation, nearest-neighbour search, memory-based learning, and spectral library optimisation (methods designed for large, heterogeneous spectral datasets where global models underperform)
machine-learning cheminformatics evolutionary-algorithm spectroscopy spectral-data chemometrics nir local-regression pedometrics soil-spectroscopy lazy-learning spectral-library infrared-spectroscopy memory-based-learning evolutionary-search
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Apr 17, 2026 - R
Spatial modelling via QGIS-R integration
machine-learning r qgis qgis-processing spatial-data-analysis environmental-modelling digital-soil-mapping pedometrics
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Sep 5, 2020 - R
This repository contains the code of the sampling method proposed in the paper "Zhang et al. An adaptive uncertainty-guided sampling method for geospatial prediction and its application in digital soil mapping" published in IJGIS.
uncertainty spatial-analysis sampling-methods giscience digital-soil-mapping pedometrics predictive-mapping environmental-similarity third-law-of-geography
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Oct 6, 2022 - Python
Tier 4 maps of soil pH at 25m resolution for the Netherlands
tidyverse gdal netherlands oracle-database digital-soil-mapping pedometrics dbplyr soil-ph quantile-regression-forests saga-gis probability-sampling globalsoilmap
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Jan 22, 2024 - R
Repositório Brasileiro Livre para Dados Abertos do Solo - website
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Jun 30, 2020 - CSS
SAMUEL-ROSA, A. et al. Do more detailed environmental covariates deliver more accurate soil maps? Geoderma, v. 243–244, p. 214–227, maio 2015.
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Jan 18, 2021 - R
Repositório Brasileiro Livre para Dados Abertos do Solo - visualização de dados
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Jun 30, 2020 - R
Repositório Brasileiro Livre para Dados Abertos do Solo
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Sep 2, 2020 - TeX
Laboratório de Pedometria | Universidade Tecnológica Federal do Paraná
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Apr 10, 2026 - HTML
ConvKrigingNet2D · Deep learning + anisotropic residual kriging for Digital Soil Mapping · novel hybrid architecture with learned spatial autocorrelation
deep-learning pytorch remote-sensing r-package convolutional-neural-network geostatistics kriging spatial-statistics digital-soil-mapping pedometrics
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Apr 12, 2026 - R
Soil Health Now - European conference on Science, technology and business intelligence for measuring monitoring and increasing soil health
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Apr 8, 2026 - HTML
Repositório Brasileiro Livre para Dados Abertos do Solo - catálogo de dados
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Mar 10, 2019 - R
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