{ "cells": [ { "cell_type": "markdown", "id": "0e7306b5-bf7c-4d45-882e-dc432c5a8f87", "metadata": {}, "source": [ "## Workflow\n", "\n", "(for v0.3.0)\n", "https://github.com/ASFHyP3/hyp3-isce2/releases/tag/v0.3.0\n", "\n", "https://github.com/ASFHyP3/hyp3-isce2/tree/v0.3.0\n", "\n", "\n", "1. Find a burst to process\n", "2. Search ASF for scenes\n", "3. Select dates to process\n", "4. Create processing subfolders to execute burst processing in" ] }, { "cell_type": "code", "execution_count": 1, "id": "ca8e5b53-a8b3-43f5-8f51-c842a7046d16", "metadata": {}, "outputs": [], "source": [ "import geopandas as gpd\n", "import asf_search as asf\n", "import requests\n", "import os\n", "# not sure why DEBUG statements is happening in other libraries if imported after hyp3_isce2...\n", "import logging\n", "import hyp3_isce2.burst as hb # https://github.com/ASFHyP3/hyp3-isce2/issues/53 ?\n", "rootlogs = logging.getLogger()\n", "rootlogs.setLevel('WARNING')\n", "import numpy as np\n", "import xmlschema\n", "import lxml\n", "import re" ] }, { "cell_type": "code", "execution_count": 2, "id": "f23cb40a-ade2-4d07-9297-ea7b4369883b", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'0.3.0'" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import hyp3_isce2\n", "hyp3_isce2.__version__ # syntax changing rapidly, so stick with 0.3.0" ] }, { "cell_type": "code", "execution_count": 3, "id": "2545af69-c475-4d85-82ca-b9fbf2739557", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", " | burst_id | \n", "subswath_name | \n", "relative_orbit_number | \n", "time_from_anx_sec | \n", "orbit_pass | \n", "geometry | \n", "
---|---|---|---|---|---|---|
0 | \n", "26566 | \n", "IW2 | \n", "13 | \n", "2181.796971 | \n", "DESCENDING | \n", "MULTIPOLYGON Z (((-122.23228 47.70264 0.00000,... | \n", "
1 | \n", "135602 | \n", "IW1 | \n", "64 | \n", "778.871202 | \n", "ASCENDING | \n", "MULTIPOLYGON Z (((-122.33284 47.59533 0.00000,... | \n", "
2 | \n", "245655 | \n", "IW3 | \n", "115 | \n", "2183.851464 | \n", "DESCENDING | \n", "MULTIPOLYGON Z (((-121.35897 47.72621 0.00000,... | \n", "
3 | \n", "245656 | \n", "IW3 | \n", "115 | \n", "2186.609737 | \n", "DESCENDING | \n", "MULTIPOLYGON Z (((-121.40024 47.56094 0.00000,... | \n", "
4 | \n", "292399 | \n", "IW2 | \n", "137 | \n", "774.912738 | \n", "ASCENDING | \n", "MULTIPOLYGON Z (((-123.23149 47.51699 0.00000,... | \n", "
\n", " | burst_id | \n", "subswath_name | \n", "relative_orbit_number | \n", "time_from_anx_sec | \n", "orbit_pass | \n", "geometry | \n", "
---|---|---|---|---|---|---|
4 | \n", "292399 | \n", "IW2 | \n", "137 | \n", "774.912738 | \n", "ASCENDING | \n", "MULTIPOLYGON Z (((-123.23149 47.51699 0.00000,... | \n", "
\n", " | geometry | \n", "beamModeType | \n", "browse | \n", "bytes | \n", "centerLat | \n", "centerLon | \n", "faradayRotation | \n", "fileID | \n", "flightDirection | \n", "groupID | \n", "... | \n", "processingDate | \n", "processingLevel | \n", "sceneName | \n", "sensor | \n", "startTime | \n", "stopTime | \n", "url | \n", "pgeVersion | \n", "fileName | \n", "frameNumber | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
startTime | \n", "\n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " |
2023-05-25 02:02:36+00:00 | \n", "POLYGON ((-124.70564 48.54142, -124.22576 46.9... | \n", "IW | \n", "None | \n", "4615857449 | \n", "47.9470 | \n", "-122.7622 | \n", "None | \n", "S1A_IW_SLC__1SDV_20230525T020236_20230525T0203... | \n", "ASCENDING | \n", "S1A_IWDV_0152_0159_048684_137 | \n", "... | \n", "2023-05-25T02:02:36.000Z | \n", "SLC | \n", "S1A_IW_SLC__1SDV_20230525T020236_20230525T0203... | \n", "C-SAR | \n", "2023-05-25T02:02:36.000Z | \n", "2023-05-25T02:03:02.000Z | \n", "https://datapool.asf.alaska.edu/SLC/SA/S1A_IW_... | \n", "003.61 | \n", "S1A_IW_SLC__1SDV_20230525T020236_20230525T0203... | \n", "153 | \n", "
2023-05-13 02:02:35+00:00 | \n", "POLYGON ((-124.70805 48.54140, -124.22818 46.9... | \n", "IW | \n", "None | \n", "4613670822 | \n", "47.9471 | \n", "-122.7646 | \n", "None | \n", "S1A_IW_SLC__1SDV_20230513T020235_20230513T0203... | \n", "ASCENDING | \n", "S1A_IWDV_0153_0158_048509_137 | \n", "... | \n", "2023-05-13T02:02:35.000Z | \n", "SLC | \n", "S1A_IW_SLC__1SDV_20230513T020235_20230513T0203... | \n", "C-SAR | \n", "2023-05-13T02:02:35.000Z | \n", "2023-05-13T02:03:02.000Z | \n", "https://datapool.asf.alaska.edu/SLC/SA/S1A_IW_... | \n", "003.61 | \n", "S1A_IW_SLC__1SDV_20230513T020235_20230513T0203... | \n", "153 | \n", "
2 rows × 29 columns
\n", "\n", " | geometry | \n", "beamModeType | \n", "browse | \n", "bytes | \n", "centerLat | \n", "centerLon | \n", "faradayRotation | \n", "fileID | \n", "flightDirection | \n", "groupID | \n", "... | \n", "processingDate | \n", "processingLevel | \n", "sceneName | \n", "sensor | \n", "startTime | \n", "stopTime | \n", "url | \n", "pgeVersion | \n", "fileName | \n", "frameNumber | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
startTime | \n", "\n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " | \n", " |
2015 | \n", "POLYGON ((-124.56292 48.10650, -124.08672 46.4... | \n", "IW | \n", "None | \n", "2505781543 | \n", "47.5056 | \n", "-122.6591 | \n", "None | \n", "S1A_IW_SLC__1SSV_20150531T020141_20150531T0202... | \n", "ASCENDING | \n", "S1A_IWSV_0152_0157_006159_137 | \n", "... | \n", "2015-05-31T02:01:41.000Z | \n", "SLC | \n", "S1A_IW_SLC__1SSV_20150531T020141_20150531T0202... | \n", "C-SAR | \n", "2015-05-31T02:01:41.000Z | \n", "2015-05-31T02:02:08.000Z | \n", "https://datapool.asf.alaska.edu/SLC/SA/S1A_IW_... | \n", "002.72 | \n", "S1A_IW_SLC__1SSV_20150531T020141_20150531T0202... | \n", "151 | \n", "
2016 | \n", "POLYGON ((-124.82479 48.86943, -124.34055 47.2... | \n", "IW | \n", "None | \n", "2443054559 | \n", "48.2749 | \n", "-122.8768 | \n", "None | \n", "S1A_IW_SLC__1SSV_20160525T020200_20160525T0202... | \n", "ASCENDING | \n", "S1A_IWSV_0155_0160_011409_137 | \n", "... | \n", "2016-05-25T02:02:00.000Z | \n", "SLC | \n", "S1A_IW_SLC__1SSV_20160525T020200_20160525T0202... | \n", "C-SAR | \n", "2016-05-25T02:02:00.000Z | \n", "2016-05-25T02:02:27.000Z | \n", "https://datapool.asf.alaska.edu/SLC/SA/S1A_IW_... | \n", "002.71 | \n", "S1A_IW_SLC__1SSV_20160525T020200_20160525T0202... | \n", "154 | \n", "
2017 | \n", "POLYGON ((-124.70644 48.54178, -124.22670 46.9... | \n", "IW | \n", "None | \n", "4653823591 | \n", "47.9476 | \n", "-122.7629 | \n", "None | \n", "S1B_IW_SLC__1SDV_20170526T020118_20170526T0201... | \n", "ASCENDING | \n", "S1B_IWDV_0153_0158_005763_137 | \n", "... | \n", "2017-05-26T02:01:18.000Z | \n", "SLC | \n", "S1B_IW_SLC__1SDV_20170526T020118_20170526T0201... | \n", "C-SAR | \n", "2017-05-26T02:01:18.000Z | \n", "2017-05-26T02:01:44.000Z | \n", "https://datapool.asf.alaska.edu/SLC/SB/S1B_IW_... | \n", "002.82 | \n", "S1B_IW_SLC__1SDV_20170526T020118_20170526T0201... | \n", "153 | \n", "
2018 | \n", "POLYGON ((-124.87379 49.03462, -124.38744 47.4... | \n", "IW | \n", "None | \n", "4586153379 | \n", "48.4414 | \n", "-122.9070 | \n", "None | \n", "S1B_IW_SLC__1SDV_20180521T020132_20180521T0201... | \n", "ASCENDING | \n", "S1B_IWDV_0154_0160_011013_137 | \n", "... | \n", "2018-05-21T02:01:32.000Z | \n", "SLC | \n", "S1B_IW_SLC__1SDV_20180521T020132_20180521T0201... | \n", "C-SAR | \n", "2018-05-21T02:01:32.000Z | \n", "2018-05-21T02:01:59.000Z | \n", "https://datapool.asf.alaska.edu/SLC/SB/S1B_IW_... | \n", "002.90 | \n", "S1B_IW_SLC__1SDV_20180521T020132_20180521T0201... | \n", "154 | \n", "
2019 | \n", "POLYGON ((-124.87373 49.03450, -124.38760 47.4... | \n", "IW | \n", "None | \n", "4611044652 | \n", "48.4394 | \n", "-122.9256 | \n", "None | \n", "S1B_IW_SLC__1SDV_20190528T020139_20190528T0202... | \n", "ASCENDING | \n", "S1B_IWDV_0154_0160_016438_137 | \n", "... | \n", "2019-05-28T02:01:39.000Z | \n", "SLC | \n", "S1B_IW_SLC__1SDV_20190528T020139_20190528T0202... | \n", "C-SAR | \n", "2019-05-28T02:01:39.000Z | \n", "2019-05-28T02:02:06.000Z | \n", "https://datapool.asf.alaska.edu/SLC/SB/S1B_IW_... | \n", "002.91 | \n", "S1B_IW_SLC__1SDV_20190528T020139_20190528T0202... | \n", "154 | \n", "
2020 | \n", "POLYGON ((-124.85921 49.03609, -124.37350 47.4... | \n", "IW | \n", "None | \n", "4599535780 | \n", "48.4404 | \n", "-122.9141 | \n", "None | \n", "S1B_IW_SLC__1SDV_20200522T020145_20200522T0202... | \n", "ASCENDING | \n", "S1B_IWDV_0155_0160_021688_137 | \n", "... | \n", "2020-05-22T02:01:45.000Z | \n", "SLC | \n", "S1B_IW_SLC__1SDV_20200522T020145_20200522T0202... | \n", "C-SAR | \n", "2020-05-22T02:01:45.000Z | \n", "2020-05-22T02:02:12.000Z | \n", "https://datapool.asf.alaska.edu/SLC/SB/S1B_IW_... | \n", "003.20 | \n", "S1B_IW_SLC__1SDV_20200522T020145_20200522T0202... | \n", "154 | \n", "
2021 | \n", "POLYGON ((-124.85926 49.03585, -124.37357 47.4... | \n", "IW | \n", "None | \n", "4389441623 | \n", "48.4402 | \n", "-122.9141 | \n", "None | \n", "S1B_IW_SLC__1SDV_20210529T020151_20210529T0202... | \n", "ASCENDING | \n", "S1B_IWDV_0154_0160_027113_137 | \n", "... | \n", "2021-05-29T02:01:51.000Z | \n", "SLC | \n", "S1B_IW_SLC__1SDV_20210529T020151_20210529T0202... | \n", "C-SAR | \n", "2021-05-29T02:01:51.000Z | \n", "2021-05-29T02:02:18.000Z | \n", "https://datapool.asf.alaska.edu/SLC/SB/S1B_IW_... | \n", "003.31 | \n", "S1B_IW_SLC__1SDV_20210529T020151_20210529T0202... | \n", "154 | \n", "
2022 | \n", "POLYGON ((-124.70712 48.54180, -124.22723 46.9... | \n", "IW | \n", "None | \n", "4648906192 | \n", "47.9474 | \n", "-122.7636 | \n", "None | \n", "S1A_IW_SLC__1SDV_20220530T020231_20220530T0202... | \n", "ASCENDING | \n", "S1A_IWDV_0152_0159_043434_137 | \n", "... | \n", "2022-05-30T02:02:31.000Z | \n", "SLC | \n", "S1A_IW_SLC__1SDV_20220530T020231_20220530T0202... | \n", "C-SAR | \n", "2022-05-30T02:02:31.000Z | \n", "2022-05-30T02:02:58.000Z | \n", "https://datapool.asf.alaska.edu/SLC/SA/S1A_IW_... | \n", "003.52 | \n", "S1A_IW_SLC__1SDV_20220530T020231_20220530T0202... | \n", "153 | \n", "
2023 | \n", "POLYGON ((-124.70564 48.54142, -124.22576 46.9... | \n", "IW | \n", "None | \n", "4615857449 | \n", "47.9470 | \n", "-122.7622 | \n", "None | \n", "S1A_IW_SLC__1SDV_20230525T020236_20230525T0203... | \n", "ASCENDING | \n", "S1A_IWDV_0152_0159_048684_137 | \n", "... | \n", "2023-05-25T02:02:36.000Z | \n", "SLC | \n", "S1A_IW_SLC__1SDV_20230525T020236_20230525T0203... | \n", "C-SAR | \n", "2023-05-25T02:02:36.000Z | \n", "2023-05-25T02:03:02.000Z | \n", "https://datapool.asf.alaska.edu/SLC/SA/S1A_IW_... | \n", "003.61 | \n", "S1A_IW_SLC__1SDV_20230525T020236_20230525T0203... | \n", "153 | \n", "
9 rows × 29 columns
\n", "\n", " | burst_id | \n", "subswath_name | \n", "relative_orbit_number | \n", "time_from_anx_sec | \n", "orbit_pass | \n", "geometry | \n", "
---|---|---|---|---|---|---|
4 | \n", "292399 | \n", "IW2 | \n", "137 | \n", "774.912738 | \n", "ASCENDING | \n", "MULTIPOLYGON Z (((-123.23149 47.51699 0.00000,... | \n", "
\n", " | date | \n", "sceneName | \n", "IPF | \n", "burst | \n", "
---|---|---|---|---|
startTime | \n", "\n", " | \n", " | \n", " | \n", " |
2015 | \n", "20150531 | \n", "S1A_IW_SLC__1SSV_20150531T020141_20150531T020208_006159_008023_7F5E | \n", "002.72 | \n", "5 | \n", "
2016 | \n", "20160525 | \n", "S1A_IW_SLC__1SSV_20160525T020200_20160525T020227_011409_01159A_9CE4 | \n", "002.71 | \n", "0 | \n", "
2017 | \n", "20170526 | \n", "S1B_IW_SLC__1SDV_20170526T020118_20170526T020144_005763_00A197_3444 | \n", "002.82 | \n", "2 | \n", "
2018 | \n", "20180521 | \n", "S1B_IW_SLC__1SDV_20180521T020132_20180521T020159_011013_0142CF_7C0D | \n", "002.90 | \n", "0 | \n", "
2019 | \n", "20190528 | \n", "S1B_IW_SLC__1SDV_20190528T020139_20190528T020206_016438_01EF17_B76F | \n", "002.91 | \n", "0 | \n", "
2020 | \n", "20200522 | \n", "S1B_IW_SLC__1SDV_20200522T020145_20200522T020212_021688_0292AF_50CF | \n", "003.20 | \n", "0 | \n", "
2021 | \n", "20210529 | \n", "S1B_IW_SLC__1SDV_20210529T020151_20210529T020218_027113_033D24_B0C0 | \n", "003.31 | \n", "0 | \n", "
2022 | \n", "20220530 | \n", "S1A_IW_SLC__1SDV_20220530T020231_20220530T020258_043434_052FB9_BD0A | \n", "003.52 | \n", "2 | \n", "
2023 | \n", "20230525 | \n", "S1A_IW_SLC__1SDV_20230525T020236_20230525T020302_048684_05DAF3_C204 | \n", "003.61 | \n", "2 | \n", "