|
336 | 336 | { |
337 | 337 | "cell_type": "markdown", |
338 | 338 | "id": "686c2789-0b71-4bc4-b15b-0b020a0d965f", |
339 | | - "metadata": { |
340 | | - "execution": { |
341 | | - "iopub.execute_input": "2025-10-17T18:50:22.291274Z", |
342 | | - "iopub.status.busy": "2025-10-17T18:50:22.291002Z", |
343 | | - "iopub.status.idle": "2025-10-17T18:50:22.295488Z", |
344 | | - "shell.execute_reply": "2025-10-17T18:50:22.294633Z", |
345 | | - "shell.execute_reply.started": "2025-10-17T18:50:22.291257Z" |
346 | | - } |
347 | | - }, |
| 339 | + "metadata": {}, |
348 | 340 | "source": [ |
349 | 341 | "Calculate color indices using the PSF magnitudes, and plot a color-color diagram. Color-code points by the $r$-band PSF magnitude error." |
350 | 342 | ] |
|
418 | 410 | { |
419 | 411 | "cell_type": "markdown", |
420 | 412 | "id": "e3e1fe82-cea3-4cc2-81d6-5e9310d2ced1", |
421 | | - "metadata": { |
422 | | - "execution": { |
423 | | - "iopub.execute_input": "2025-12-05T20:06:47.537387Z", |
424 | | - "iopub.status.busy": "2025-12-05T20:06:47.537024Z", |
425 | | - "iopub.status.idle": "2025-12-05T20:06:47.542498Z", |
426 | | - "shell.execute_reply": "2025-12-05T20:06:47.541537Z", |
427 | | - "shell.execute_reply.started": "2025-12-05T20:06:47.537361Z" |
428 | | - } |
429 | | - }, |
| 413 | + "metadata": {}, |
430 | 414 | "source": [ |
431 | 415 | "\n", |
432 | 416 | "| Conversion | Transformation Equation | RMS | Applicable Color Range | QA Plot |\n", |
|
564 | 548 | { |
565 | 549 | "cell_type": "markdown", |
566 | 550 | "id": "c4f941a7-2394-4dd9-b2cf-ce5fb16f8395", |
567 | | - "metadata": { |
568 | | - "execution": { |
569 | | - "iopub.execute_input": "2025-12-19T23:32:23.571408Z", |
570 | | - "iopub.status.busy": "2025-12-19T23:32:23.571024Z", |
571 | | - "iopub.status.idle": "2025-12-19T23:32:23.576885Z", |
572 | | - "shell.execute_reply": "2025-12-19T23:32:23.575789Z", |
573 | | - "shell.execute_reply.started": "2025-12-19T23:32:23.571384Z" |
574 | | - } |
575 | | - }, |
| 551 | + "metadata": {}, |
576 | 552 | "source": [ |
577 | 553 | "Use the `cross_match_catalogs` function defined above to match the two catalogs based on the stars' coordinates." |
578 | 554 | ] |
|
593 | 569 | { |
594 | 570 | "cell_type": "markdown", |
595 | 571 | "id": "8623e190-aa85-4dd0-b186-88e19483743f", |
596 | | - "metadata": { |
597 | | - "execution": { |
598 | | - "iopub.execute_input": "2025-12-16T19:45:53.129870Z", |
599 | | - "iopub.status.busy": "2025-12-16T19:45:53.129489Z", |
600 | | - "iopub.status.idle": "2025-12-16T19:45:53.133314Z", |
601 | | - "shell.execute_reply": "2025-12-16T19:45:53.132627Z", |
602 | | - "shell.execute_reply.started": "2025-12-16T19:45:53.129846Z" |
603 | | - } |
604 | | - }, |
| 572 | + "metadata": {}, |
605 | 573 | "source": [ |
606 | 574 | "### 3.3.3 Compare the LSSTComCam-estimated PS1 i-band magnitudes with the PanSTARRS1 DR2 i-band magnitudes" |
607 | 575 | ] |
|
720 | 688 | { |
721 | 689 | "cell_type": "markdown", |
722 | 690 | "id": "0570b618-901f-4c60-bd32-17ea8d69c99f", |
723 | | - "metadata": { |
724 | | - "execution": { |
725 | | - "iopub.execute_input": "2025-12-05T19:57:07.257591Z", |
726 | | - "iopub.status.busy": "2025-12-05T19:57:07.257182Z", |
727 | | - "iopub.status.idle": "2025-12-05T19:57:07.261246Z", |
728 | | - "shell.execute_reply": "2025-12-05T19:57:07.260527Z", |
729 | | - "shell.execute_reply.started": "2025-12-05T19:57:07.257564Z" |
730 | | - } |
731 | | - }, |
| 691 | + "metadata": {}, |
732 | 692 | "source": [ |
733 | 693 | "## 4. Piecewise 1st-order polynomial transformation: LSSTComCam $i$ --> DES DR2 $i$\n", |
734 | 694 | "\n", |
|
769 | 729 | { |
770 | 730 | "cell_type": "markdown", |
771 | 731 | "id": "35075b43-4e76-4463-a359-def323fa8520", |
772 | | - "metadata": { |
773 | | - "execution": { |
774 | | - "iopub.execute_input": "2025-12-05T20:10:17.123399Z", |
775 | | - "iopub.status.busy": "2025-12-05T20:10:17.123015Z", |
776 | | - "iopub.status.idle": "2025-12-05T20:10:17.128630Z", |
777 | | - "shell.execute_reply": "2025-12-05T20:10:17.127665Z", |
778 | | - "shell.execute_reply.started": "2025-12-05T20:10:17.123372Z" |
779 | | - } |
780 | | - }, |
| 732 | + "metadata": {}, |
781 | 733 | "source": [ |
782 | 734 | "\n", |
783 | 735 | "\n", |
|
1423 | 1375 | "cell_type": "code", |
1424 | 1376 | "execution_count": null, |
1425 | 1377 | "id": "d6f731f9-1084-46fc-a881-80a62b241dd8", |
1426 | | - "metadata": { |
1427 | | - "scrolled": true |
1428 | | - }, |
| 1378 | + "metadata": {}, |
1429 | 1379 | "outputs": [], |
1430 | 1380 | "source": [ |
1431 | 1381 | "df_lut = pd.read_csv(lut_url)\n", |
|
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