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scottyhq/topsApp-rendered.ipynb

Created August 16, 2023 19:19
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {
"heading_collapsed": true
},
"source": [
"# Processing your Data with topsApp.py\n",
"\n",
"**Authors**: Bekaert David, Heresh Fattahi, Piyush Agram, 2022 updates Eric Fielding, 2023 updates Scott Henderson\n",
"\n",
"Learning Goals:\n",
"\n",
"* Understand unique features of Sentinel-1 SAR data (TOPS mode)\n",
"* ISCE2's topsApp.py generates InSAR products for Sentinel-1 SLCs\n",
"* Understand the numerous processing steps needed to generate a geocoded interferogram\n",
"* Visualize intermediate and final results\n",
"\n",
"Estimated time: 2 hours+ exercises\n",
"\n",
"---"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"**topsApp.py is a pair-by-pair interferometric processor that takes as input two Sentinel-1 SAR acquisitions acquired in TOPS mode.** \n",
"\n",
"topsApp.py will not work for other Sentinel-1 acquisition formats such as Stripmap. ISCE's stripmapApp.py supports interferometric stripmap processing of Sentinel-1 and other sensors. At this time, topsApp only supports SLC data from Sentinel-1 A and B. Processing is supported across the Sentinel-1 constellation, i.e. data acquired from A and B can be combined.\n",
"\n",
"To illustrate the usage of topsApp.py, we will use a Sentinel-1 dataset capturing the surface deformation as result of the 15 May 2020 Mw6.5 Monte Cristo Range Earthquake that occurred in Nevada [(details here)](https://en.wikipedia.org/wiki/2020_Nevada_earthquake). The exercise runs the workflow step by step to generate an interferogram!"
]
},
{
"cell_type": "markdown",
"metadata": {
"heading_collapsed": true,
"hidden": true
},
"source": [
"## 0. Initial setup of the notebook"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"This notebooks uses the following directory structure\n",
"\n",
"```\n",
".\n",
"├── topsApp.ipynb (This notebook)\n",
"├── insar (This is where we will process the interferogram)\n",
"├── support_docs (Figures used in this notebook)\n",
"└── data (This is where we will download data for this notebook)\n",
"```"
]
},
{
"cell_type": "markdown",
"metadata": {
"hidden": true
},
"source": [
"The cell below performs initial setup of the notebook and must be run every time the notebook is used. It is possible to partially complete the exercise, close the notebook, and come back and continue later from that point, but this initialization must be re-run before restarting (as well as Step 1.2.1 if the slc download step 1.2 is skipped). Initialization defines the processing locations as well as a few plotting routines that will be used throughout the tutorial, and this information is lost when the notebook is closed."
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"ISCE2 Version: 2.6.3\n"
]
}
],
"source": [
"# Configure ISCE2 python library\n",
"# https://github.com/isce-framework/isce2/issues/258\n",
"import isce\n",
"import logging\n",
"import os \n",
"\n",
"root_logger = logging.getLogger()\n",
"root_logger.setLevel('WARNING')\n",
"\n",
"# Set Environment variables so that you can call ISCE2 Apps from the command line\n",
"os.environ['ISCE_HOME'] = os.path.dirname(isce.__file__)\n",
"os.environ['PATH']+='{ISCE_HOME}/bin:{ISCE_HOME}/applications'.format(**os.environ)\n",
"\n",
"print('ISCE2 Version:', isce.__version__)"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"# Import other python analysis and visualization packages\n",
"import asf_search \n",
"import matplotlib.pyplot as plt \n",
"import xarray as xr\n",
"\n",
"%matplotlib inline\n",
"%config InlineBackend.figure_format='retina'"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"hidden": true
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Notebook directory: /home/jovyan/Geo-SInC/EarthScope2023/2.2_TOPS_Data_Processing\n"
]
}
],
"source": [
"tutorial_home_dir = os.getcwd()\n",
"print(\"Notebook directory: \", tutorial_home_dir)\n",
"\n",
"# directory for data downloads\n",
"slc_dir = os.path.join(tutorial_home_dir,'data', 'slcs')\n",
"orbit_dir = os.path.join(tutorial_home_dir, 'data', 'orbits')\n",
"insar_dir = os.path.join(tutorial_home_dir, 'insar')\n",
"\n",
"# generate all the folders in case they do not exist yet\n",
"os.makedirs(slc_dir, exist_ok=True)\n",
"os.makedirs(orbit_dir, exist_ok=True)\n",
"os.makedirs(insar_dir, exist_ok=True)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"download: s3://asf-jupyter-data/TOPS/demLat_N37_N39_Lon_W119_W117.dem.wgs84.vrt to data/demLat_N37_N39_Lon_W119_W117.dem.wgs84.vrt\n",
"download: s3://asf-jupyter-data/TOPS/S1B_OPER_AUX_POEORB_OPOD_20200606T110735_V20200516T225942_20200518T005942.EOF to data/S1B_OPER_AUX_POEORB_OPOD_20200606T110735_V20200516T225942_20200518T005942.EOF\n",
"download: s3://asf-jupyter-data/TOPS/S1A_OPER_AUX_POEORB_OPOD_20200531T120757_V20200510T225942_20200512T005942.EOF to data/S1A_OPER_AUX_POEORB_OPOD_20200531T120757_V20200510T225942_20200512T005942.EOF\n",
"download: s3://asf-jupyter-data/TOPS/Stack_Processor_v1.pdf to data/Stack_Processor_v1.pdf\n",
"download: s3://asf-jupyter-data/TOPS/demLat_N37_N39_Lon_W119_W117.dem.wgs84.xml to data/demLat_N37_N39_Lon_W119_W117.dem.wgs84.xml\n",
"download: s3://asf-jupyter-data/TOPS/InSAR_Time_Series_v1.pdf to data/InSAR_Time_Series_v1.pdf\n",
"download: s3://asf-jupyter-data/TOPS/demLat_N37_N39_Lon_W119_W117.dem.wgs84 to data/demLat_N37_N39_Lon_W119_W117.dem.wgs84\n",
"download: s3://asf-jupyter-data/TOPS/S1B_IW_SLC__1SDV_20200517T135026_20200517T135056_021622_0290CB_99E2.zip to data/S1B_IW_SLC__1SDV_20200517T135026_20200517T135056_021622_0290CB_99E2.zip\n",
"download: s3://asf-jupyter-data/TOPS/S1A_IW_SLC__1SDV_20200511T135117_20200511T135144_032518_03C421_7768.zip to data/S1A_IW_SLC__1SDV_20200511T135117_20200511T135144_032518_03C421_7768.zip\n"
]
}
],
"source": [
"%%bash\n",
"\n",
"# Sync SLCS, orbits, DEM from S3 for this tutorial\n",
"\n",
"aws --no-sign-request s3 sync s3://asf-jupyter-data/TOPS ./data\n",
"mv ./data/*zip ./data/slcs/\n",
"mv ./data/*EOF ./data/orbits"
]
},
{
"cell_type": "markdown",
"metadata": {
"heading_collapsed": true,
"hidden": true
},
"source": [
"## 1. Overview of the tutorial input dataset"
]
},
{
"cell_type": "markdown",
"metadata": {
"hidden": true
},
"source": [
"Let us first take a look at the dataset. For our dataset we are focusing on Descending track 71 and acquisitions dates of 2020-05-11 and 2020-05-17. \n",
"\n",
"More information on the event can be found on USGS's Monte Cristo Range Earthquake page [here](https://earthquake.usgs.gov/earthquakes/eventpage/nn00725272/executive) \n",
"\n",
"You can see the scenes of interest on ASF's Vertex page [here](https://search.asf.alaska.edu/#/?zoom=6.9117542264702365&center=-117.963049,38.048229&polygon=POLYGON((-118.2093%2038.0347,-117.6875%2038.0347,-117.6875%2038.3268,-118.2093%2038.3268,-118.2093%2038.0347))&path=71-71&start=2020-05-11T00:00:00Z&end=2020-05-17T23:59:00Z&productTypes=SLC&resultsLoaded=true)\n",
"\n",
"The area of interest is captured by a single SLC on each pass and we shall use those in this tutorial. Even, if the event were to occur at an image boundary - all one would need to do is to download the multiple SLCs on the same track and topsApp.py will process and mosaic them for you."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"**<font color=\"blue\">Note:<br>**\n",
" This earthquake was really well imaged on multiple tracks and with 6-day temporal sampling. If interested, feel free to process the other tracks - 64 and 144. We encourage students to do this to understand the impact of imaging geometry and projection of deformation in line-of-sight direction</font>"
]
},
{
"cell_type": "markdown",
"metadata": {
"heading_collapsed": true,
"hidden": true
},
"source": [
"### 1.1 Background on TOPS mode"
]
},
{
"cell_type": "markdown",
"metadata": {
"hidden": true
},
"source": [
"The TOPS acquisition strategy is different than conventional stripmap mode. TOPS stands for Terrain Observation with Progressive Scans. As the name indicates, the radar sensor performs a scan of the surface by electronically steering the antenna beam from a backward-pointing along-track direction to a forward-pointing along-track direction for a fixed range swath (also called a subswath).\n",
"![title](support_docs/tops_mode.png)\n",
"After a successful scan at that range extent, the antenna beam is electronically rolled back to its initial position, the range swath is electronically directed outward to a new area to increase coverage, and the next scan is made from backward to forward along track at this new range swath. After a third scan at a third range swath, the entire process is repeated over and over to create a continuous image as the satellite flies along. The timing of the scans is such that there is a small geographic overlap between successive scans at a given range to ensure continuous coverage. Each scan at a given range swath is known as a \"burst\". When inspecting one of the downloaded SLC products you will note that data are provided in 3 individual subswaths (IW1, IW2, IW3) each with a set of bursts. All together they form a Sentinel-1 frame, typically ~250 x 250 km in size. The bursts are approximately 20 km in length and overlap by 2 km. Due to the TOPS acquisition mode, the overlap region in successive bursts is seen from two different directions (forward looking and backward looking).\n",
"![title](support_docs/tops.png)\n",
"The ESA website provides detailed background information on Sentinel-1 products and technical information of the TOPS sensors. Whenever during the tutorial you are waiting for the processing to complete, you could explore their webpage at https://sentinel.esa.int/web/sentinel/user-guides/sentinel-1-sar"
]
},
{
"cell_type": "markdown",
"metadata": {
"heading_collapsed": true,
"hidden": true
},
"source": [
"### 1.2 SLC download"
]
},
{
"cell_type": "markdown",
"metadata": {
"hidden": true
},
"source": [
"The ASF vertex page (https://www.asf.alaska.edu/sentinel/) offers a GUI to visually search for available Sentinel-1 data over your area of interest. Once you have found your data, you can download it from the GUI. ASF provides a bulk-download python script."
]
},
{
"cell_type": "markdown",
"metadata": {
"hidden": true
},
"source": [
"Below we use ASF's Python Search Client (https://github.com/asfadmin/Discovery-asf_search) to download two SLCs"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"# Reads your ~/.netrc file\n",
"session = asf_search.ASFSession()"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"collapsed": true,
"hidden": true,
"jupyter": {
"outputs_hidden": true
},
"tags": []
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/home/jovyan/.local/envs/earthscope_insar/lib/python3.11/site-packages/asf_search/download/download.py:65: UserWarning: File already exists, skipping download: /home/jovyan/Geo-SInC/EarthScope2023/2.2_TOPS_Data_Processing/data/slcs/S1B_IW_SLC__1SDV_20200517T135026_20200517T135056_021622_0290CB_99E2.zip\n",
" warnings.warn(f'File already exists, skipping download: {os.path.join(path, filename)}')\n",
"/home/jovyan/.local/envs/earthscope_insar/lib/python3.11/site-packages/asf_search/download/download.py:65: UserWarning: File already exists, skipping download: /home/jovyan/Geo-SInC/EarthScope2023/2.2_TOPS_Data_Processing/data/slcs/S1A_IW_SLC__1SDV_20200511T135117_20200511T135144_032518_03C421_7768.zip\n",
" warnings.warn(f'File already exists, skipping download: {os.path.join(path, filename)}')\n"
]
},
{
"ename": "ConnectionError",
"evalue": "None: Max retries exceeded with url: /METADATA_SLC/SB/S1B_IW_SLC__1SDV_20200517T135026_20200517T135056_021622_0290CB_99E2.iso.xml (Caused by None)",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mRemoteTraceback\u001b[0m Traceback (most recent call last)",
"\u001b[0;31mRemoteTraceback\u001b[0m: \n\"\"\"\nTraceback (most recent call last):\n File \"/home/jovyan/.local/envs/earthscope_insar/lib/python3.11/site-packages/urllib3/connection.py\", line 174, in _new_conn\n conn = connection.create_connection(\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File \"/home/jovyan/.local/envs/earthscope_insar/lib/python3.11/site-packages/urllib3/util/connection.py\", line 95, in create_connection\n raise err\n File \"/home/jovyan/.local/envs/earthscope_insar/lib/python3.11/site-packages/urllib3/util/connection.py\", line 85, in create_connection\n sock.connect(sa)\nOSError: [Errno 113] No route to host\n\nDuring handling of the above exception, another exception occurred:\n\nTraceback (most recent call last):\n File \"/home/jovyan/.local/envs/earthscope_insar/lib/python3.11/site-packages/urllib3/connectionpool.py\", line 703, in urlopen\n httplib_response = self._make_request(\n ^^^^^^^^^^^^^^^^^^^\n File \"/home/jovyan/.local/envs/earthscope_insar/lib/python3.11/site-packages/urllib3/connectionpool.py\", line 386, in _make_request\n self._validate_conn(conn)\n File \"/home/jovyan/.local/envs/earthscope_insar/lib/python3.11/site-packages/urllib3/connectionpool.py\", line 1042, in _validate_conn\n conn.connect()\n File \"/home/jovyan/.local/envs/earthscope_insar/lib/python3.11/site-packages/urllib3/connection.py\", line 363, in connect\n self.sock = conn = self._new_conn()\n ^^^^^^^^^^^^^^^^\n File \"/home/jovyan/.local/envs/earthscope_insar/lib/python3.11/site-packages/urllib3/connection.py\", line 186, in _new_conn\n raise NewConnectionError(\nurllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPSConnection object at 0x7f78c3f00890>: Failed to establish a new connection: [Errno 113] No route to host\n\nDuring handling of the above exception, another exception occurred:\n\nTraceback (most recent call last):\n File \"/home/jovyan/.local/envs/earthscope_insar/lib/python3.11/site-packages/requests/adapters.py\", line 486, in send\n resp = conn.urlopen(\n ^^^^^^^^^^^^^\n File \"/home/jovyan/.local/envs/earthscope_insar/lib/python3.11/site-packages/urllib3/connectionpool.py\", line 787, in urlopen\n retries = retries.increment(\n ^^^^^^^^^^^^^^^^^^\n File \"/home/jovyan/.local/envs/earthscope_insar/lib/python3.11/site-packages/urllib3/util/retry.py\", line 592, in increment\n raise MaxRetryError(_pool, url, error or ResponseError(cause))\nurllib3.exceptions.MaxRetryError: HTTPSConnectionPool(host='datapool.asf.alaska.edu', port=443): Max retries exceeded with url: /METADATA_SLC/SB/S1B_IW_SLC__1SDV_20200517T135026_20200517T135056_021622_0290CB_99E2.iso.xml (Caused by NewConnectionError('<urllib3.connection.HTTPSConnection object at 0x7f78c3f00890>: Failed to establish a new connection: [Errno 113] No route to host'))\n\nDuring handling of the above exception, another exception occurred:\n\nTraceback (most recent call last):\n File \"/home/jovyan/.local/envs/earthscope_insar/lib/python3.11/multiprocessing/pool.py\", line 125, in worker\n result = (True, func(*args, **kwds))\n ^^^^^^^^^^^^^^^^^^^\n File \"/home/jovyan/.local/envs/earthscope_insar/lib/python3.11/multiprocessing/pool.py\", line 48, in mapstar\n return list(map(*args))\n ^^^^^^^^^^^^^^^^\n File \"/home/jovyan/.local/envs/earthscope_insar/lib/python3.11/site-packages/asf_search/ASFSearchResults.py\", line 84, in _download_product\n product.download(path=path, session=session, fileType=fileType)\n File \"/home/jovyan/.local/envs/earthscope_insar/lib/python3.11/site-packages/asf_search/ASFProduct.py\", line 85, in download\n download_url(url=url, path=path, filename=filename, session=session)\n File \"/home/jovyan/.local/envs/earthscope_insar/lib/python3.11/site-packages/asf_search/download/download.py\", line 71, in download_url\n response = _try_get_response(session=session, url=url)\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File \"/home/jovyan/.local/envs/earthscope_insar/lib/python3.11/site-packages/tenacity/__init__.py\", line 289, in wrapped_f\n return self(f, *args, **kw)\n ^^^^^^^^^^^^^^^^^^^^\n File \"/home/jovyan/.local/envs/earthscope_insar/lib/python3.11/site-packages/tenacity/__init__.py\", line 379, in __call__\n do = self.iter(retry_state=retry_state)\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File \"/home/jovyan/.local/envs/earthscope_insar/lib/python3.11/site-packages/tenacity/__init__.py\", line 314, in iter\n return fut.result()\n ^^^^^^^^^^^^\n File \"/home/jovyan/.local/envs/earthscope_insar/lib/python3.11/concurrent/futures/_base.py\", line 449, in result\n return self.__get_result()\n ^^^^^^^^^^^^^^^^^^^\n File \"/home/jovyan/.local/envs/earthscope_insar/lib/python3.11/concurrent/futures/_base.py\", line 401, in __get_result\n raise self._exception\n File \"/home/jovyan/.local/envs/earthscope_insar/lib/python3.11/site-packages/tenacity/__init__.py\", line 382, in __call__\n result = fn(*args, **kwargs)\n ^^^^^^^^^^^^^^^^^^^\n File \"/home/jovyan/.local/envs/earthscope_insar/lib/python3.11/site-packages/asf_search/download/download.py\", line 103, in _try_get_response\n response = session.get(url, stream=True, hooks={'response': strip_auth_if_aws})\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File \"/home/jovyan/.local/envs/earthscope_insar/lib/python3.11/site-packages/requests/sessions.py\", line 602, in get\n return self.request(\"GET\", url, **kwargs)\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File \"/home/jovyan/.local/envs/earthscope_insar/lib/python3.11/site-packages/requests/sessions.py\", line 589, in request\n resp = self.send(prep, **send_kwargs)\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File \"/home/jovyan/.local/envs/earthscope_insar/lib/python3.11/site-packages/requests/sessions.py\", line 703, in send\n r = adapter.send(request, **kwargs)\n ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n File \"/home/jovyan/.local/envs/earthscope_insar/lib/python3.11/site-packages/requests/adapters.py\", line 519, in send\n raise ConnectionError(e, request=request)\nrequests.exceptions.ConnectionError: HTTPSConnectionPool(host='datapool.asf.alaska.edu', port=443): Max retries exceeded with url: /METADATA_SLC/SB/S1B_IW_SLC__1SDV_20200517T135026_20200517T135056_021622_0290CB_99E2.iso.xml (Caused by NewConnectionError('<urllib3.connection.HTTPSConnection object at 0x7f78c3f00890>: Failed to establish a new connection: [Errno 113] No route to host'))\n\"\"\"",
"\nThe above exception was the direct cause of the following exception:\n",
"\u001b[0;31mConnectionError\u001b[0m Traceback (most recent call last)",
"File \u001b[0;32m<timed exec>:6\u001b[0m\n",
"File \u001b[0;32m~/.local/envs/earthscope_insar/lib/python3.11/site-packages/asf_search/ASFSearchResults.py:71\u001b[0m, in \u001b[0;36mASFSearchResults.download\u001b[0;34m(self, path, session, processes, fileType)\u001b[0m\n\u001b[1;32m 69\u001b[0m pool \u001b[38;5;241m=\u001b[39m Pool(processes\u001b[38;5;241m=\u001b[39mprocesses)\n\u001b[1;32m 70\u001b[0m args \u001b[38;5;241m=\u001b[39m [(product, path, session, fileType) \u001b[38;5;28;01mfor\u001b[39;00m product \u001b[38;5;129;01min\u001b[39;00m \u001b[38;5;28mself\u001b[39m]\n\u001b[0;32m---> 71\u001b[0m \u001b[43mpool\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mmap\u001b[49m\u001b[43m(\u001b[49m\u001b[43m_download_product\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43margs\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 72\u001b[0m pool\u001b[38;5;241m.\u001b[39mclose()\n\u001b[1;32m 73\u001b[0m pool\u001b[38;5;241m.\u001b[39mjoin()\n",
"File \u001b[0;32m~/.local/envs/earthscope_insar/lib/python3.11/multiprocessing/pool.py:367\u001b[0m, in \u001b[0;36mPool.map\u001b[0;34m(self, func, iterable, chunksize)\u001b[0m\n\u001b[1;32m 362\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mmap\u001b[39m(\u001b[38;5;28mself\u001b[39m, func, iterable, chunksize\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m):\n\u001b[1;32m 363\u001b[0m \u001b[38;5;250m \u001b[39m\u001b[38;5;124;03m'''\u001b[39;00m\n\u001b[1;32m 364\u001b[0m \u001b[38;5;124;03m Apply `func` to each element in `iterable`, collecting the results\u001b[39;00m\n\u001b[1;32m 365\u001b[0m \u001b[38;5;124;03m in a list that is returned.\u001b[39;00m\n\u001b[1;32m 366\u001b[0m \u001b[38;5;124;03m '''\u001b[39;00m\n\u001b[0;32m--> 367\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_map_async\u001b[49m\u001b[43m(\u001b[49m\u001b[43mfunc\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43miterable\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmapstar\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mchunksize\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n",
"File \u001b[0;32m~/.local/envs/earthscope_insar/lib/python3.11/multiprocessing/pool.py:774\u001b[0m, in \u001b[0;36mApplyResult.get\u001b[0;34m(self, timeout)\u001b[0m\n\u001b[1;32m 772\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_value\n\u001b[1;32m 773\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m--> 774\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_value\n",
"File \u001b[0;32m~/.local/envs/earthscope_insar/lib/python3.11/multiprocessing/pool.py:125\u001b[0m, in \u001b[0;36mworker\u001b[0;34m()\u001b[0m\n\u001b[1;32m 123\u001b[0m job, i, func, args, kwds \u001b[38;5;241m=\u001b[39m task\n\u001b[1;32m 124\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m--> 125\u001b[0m result \u001b[38;5;241m=\u001b[39m (\u001b[38;5;28;01mTrue\u001b[39;00m, func(\u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwds))\n\u001b[1;32m 126\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mException\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m e:\n\u001b[1;32m 127\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m wrap_exception \u001b[38;5;129;01mand\u001b[39;00m func \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m _helper_reraises_exception:\n",
"File \u001b[0;32m~/.local/envs/earthscope_insar/lib/python3.11/multiprocessing/pool.py:48\u001b[0m, in \u001b[0;36mmapstar\u001b[0;34m()\u001b[0m\n\u001b[1;32m 47\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mmapstar\u001b[39m(args):\n\u001b[0;32m---> 48\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mlist\u001b[39m(\u001b[38;5;28mmap\u001b[39m(\u001b[38;5;241m*\u001b[39margs))\n",
"File \u001b[0;32m~/.local/envs/earthscope_insar/lib/python3.11/site-packages/asf_search/ASFSearchResults.py:84\u001b[0m, in \u001b[0;36m_download_product\u001b[0;34m()\u001b[0m\n\u001b[1;32m 82\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m_download_product\u001b[39m(args) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m 83\u001b[0m product, path, session, fileType \u001b[38;5;241m=\u001b[39m args\n\u001b[0;32m---> 84\u001b[0m product\u001b[38;5;241m.\u001b[39mdownload(path\u001b[38;5;241m=\u001b[39mpath, session\u001b[38;5;241m=\u001b[39msession, fileType\u001b[38;5;241m=\u001b[39mfileType)\n",
"File \u001b[0;32m~/.local/envs/earthscope_insar/lib/python3.11/site-packages/asf_search/ASFProduct.py:85\u001b[0m, in \u001b[0;36mdownload\u001b[0;34m()\u001b[0m\n\u001b[1;32m 82\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mInvalid FileDownloadType provided, the valid types are \u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mDEFAULT_FILE\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m, \u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mADDITIONAL_FILES\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m, and \u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mALL_FILES\u001b[39m\u001b[38;5;124m'\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 84\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m filename, url \u001b[38;5;129;01min\u001b[39;00m urls:\n\u001b[0;32m---> 85\u001b[0m download_url(url\u001b[38;5;241m=\u001b[39murl, path\u001b[38;5;241m=\u001b[39mpath, filename\u001b[38;5;241m=\u001b[39mfilename, session\u001b[38;5;241m=\u001b[39msession)\n",
"File \u001b[0;32m~/.local/envs/earthscope_insar/lib/python3.11/site-packages/asf_search/download/download.py:71\u001b[0m, in \u001b[0;36mdownload_url\u001b[0;34m()\u001b[0m\n\u001b[1;32m 68\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m session \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m 69\u001b[0m session \u001b[38;5;241m=\u001b[39m ASFSession()\n\u001b[0;32m---> 71\u001b[0m response \u001b[38;5;241m=\u001b[39m _try_get_response(session\u001b[38;5;241m=\u001b[39msession, url\u001b[38;5;241m=\u001b[39murl)\n\u001b[1;32m 73\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m \u001b[38;5;28mopen\u001b[39m(os\u001b[38;5;241m.\u001b[39mpath\u001b[38;5;241m.\u001b[39mjoin(path, filename), \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mwb\u001b[39m\u001b[38;5;124m'\u001b[39m) \u001b[38;5;28;01mas\u001b[39;00m f:\n\u001b[1;32m 74\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m chunk \u001b[38;5;129;01min\u001b[39;00m response\u001b[38;5;241m.\u001b[39miter_content(chunk_size\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m8192\u001b[39m):\n",
"File \u001b[0;32m~/.local/envs/earthscope_insar/lib/python3.11/site-packages/tenacity/__init__.py:289\u001b[0m, in \u001b[0;36mwrapped_f\u001b[0;34m()\u001b[0m\n\u001b[1;32m 287\u001b[0m \u001b[38;5;129m@functools\u001b[39m\u001b[38;5;241m.\u001b[39mwraps(f)\n\u001b[1;32m 288\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mwrapped_f\u001b[39m(\u001b[38;5;241m*\u001b[39margs: t\u001b[38;5;241m.\u001b[39mAny, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkw: t\u001b[38;5;241m.\u001b[39mAny) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m t\u001b[38;5;241m.\u001b[39mAny:\n\u001b[0;32m--> 289\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m(f, \u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkw)\n",
"File \u001b[0;32m~/.local/envs/earthscope_insar/lib/python3.11/site-packages/tenacity/__init__.py:379\u001b[0m, in \u001b[0;36m__call__\u001b[0;34m()\u001b[0m\n\u001b[1;32m 377\u001b[0m retry_state \u001b[38;5;241m=\u001b[39m RetryCallState(retry_object\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m, fn\u001b[38;5;241m=\u001b[39mfn, args\u001b[38;5;241m=\u001b[39margs, kwargs\u001b[38;5;241m=\u001b[39mkwargs)\n\u001b[1;32m 378\u001b[0m \u001b[38;5;28;01mwhile\u001b[39;00m \u001b[38;5;28;01mTrue\u001b[39;00m:\n\u001b[0;32m--> 379\u001b[0m do \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39miter(retry_state\u001b[38;5;241m=\u001b[39mretry_state)\n\u001b[1;32m 380\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(do, DoAttempt):\n\u001b[1;32m 381\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n",
"File \u001b[0;32m~/.local/envs/earthscope_insar/lib/python3.11/site-packages/tenacity/__init__.py:314\u001b[0m, in \u001b[0;36miter\u001b[0;34m()\u001b[0m\n\u001b[1;32m 312\u001b[0m is_explicit_retry \u001b[38;5;241m=\u001b[39m fut\u001b[38;5;241m.\u001b[39mfailed \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(fut\u001b[38;5;241m.\u001b[39mexception(), TryAgain)\n\u001b[1;32m 313\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m (is_explicit_retry \u001b[38;5;129;01mor\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mretry(retry_state)):\n\u001b[0;32m--> 314\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m fut\u001b[38;5;241m.\u001b[39mresult()\n\u001b[1;32m 316\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mafter \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m 317\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mafter(retry_state)\n",
"File \u001b[0;32m~/.local/envs/earthscope_insar/lib/python3.11/concurrent/futures/_base.py:449\u001b[0m, in \u001b[0;36mresult\u001b[0;34m()\u001b[0m\n\u001b[1;32m 447\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m CancelledError()\n\u001b[1;32m 448\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_state \u001b[38;5;241m==\u001b[39m FINISHED:\n\u001b[0;32m--> 449\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m__get_result()\n\u001b[1;32m 451\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_condition\u001b[38;5;241m.\u001b[39mwait(timeout)\n\u001b[1;32m 453\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_state \u001b[38;5;129;01min\u001b[39;00m [CANCELLED, CANCELLED_AND_NOTIFIED]:\n",
"File \u001b[0;32m~/.local/envs/earthscope_insar/lib/python3.11/concurrent/futures/_base.py:401\u001b[0m, in \u001b[0;36m__get_result\u001b[0;34m()\u001b[0m\n\u001b[1;32m 399\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_exception:\n\u001b[1;32m 400\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m--> 401\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_exception\n\u001b[1;32m 402\u001b[0m \u001b[38;5;28;01mfinally\u001b[39;00m:\n\u001b[1;32m 403\u001b[0m \u001b[38;5;66;03m# Break a reference cycle with the exception in self._exception\u001b[39;00m\n\u001b[1;32m 404\u001b[0m \u001b[38;5;28mself\u001b[39m \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m\n",
"File \u001b[0;32m~/.local/envs/earthscope_insar/lib/python3.11/site-packages/tenacity/__init__.py:382\u001b[0m, in \u001b[0;36m__call__\u001b[0;34m()\u001b[0m\n\u001b[1;32m 380\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(do, DoAttempt):\n\u001b[1;32m 381\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m--> 382\u001b[0m result \u001b[38;5;241m=\u001b[39m fn(\u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n\u001b[1;32m 383\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m \u001b[38;5;167;01mBaseException\u001b[39;00m: \u001b[38;5;66;03m# noqa: B902\u001b[39;00m\n\u001b[1;32m 384\u001b[0m retry_state\u001b[38;5;241m.\u001b[39mset_exception(sys\u001b[38;5;241m.\u001b[39mexc_info()) \u001b[38;5;66;03m# type: ignore[arg-type]\u001b[39;00m\n",
"File \u001b[0;32m~/.local/envs/earthscope_insar/lib/python3.11/site-packages/asf_search/download/download.py:103\u001b[0m, in \u001b[0;36m_try_get_response\u001b[0;34m()\u001b[0m\n\u001b[1;32m 97\u001b[0m \u001b[38;5;129m@retry\u001b[39m(reraise\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m,\n\u001b[1;32m 98\u001b[0m retry\u001b[38;5;241m=\u001b[39mretry_if_result(_is_burst_processing),\n\u001b[1;32m 99\u001b[0m wait\u001b[38;5;241m=\u001b[39mwait_fixed(\u001b[38;5;241m1\u001b[39m),\n\u001b[1;32m 100\u001b[0m stop\u001b[38;5;241m=\u001b[39mstop_after_delay(\u001b[38;5;241m90\u001b[39m),\n\u001b[1;32m 101\u001b[0m )\n\u001b[1;32m 102\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m_try_get_response\u001b[39m(session: ASFSession, url: \u001b[38;5;28mstr\u001b[39m):\n\u001b[0;32m--> 103\u001b[0m response \u001b[38;5;241m=\u001b[39m session\u001b[38;5;241m.\u001b[39mget(url, stream\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m, hooks\u001b[38;5;241m=\u001b[39m{\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mresponse\u001b[39m\u001b[38;5;124m'\u001b[39m: strip_auth_if_aws})\n\u001b[1;32m 105\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[1;32m 106\u001b[0m response\u001b[38;5;241m.\u001b[39mraise_for_status()\n",
"File \u001b[0;32m~/.local/envs/earthscope_insar/lib/python3.11/site-packages/requests/sessions.py:602\u001b[0m, in \u001b[0;36mget\u001b[0;34m()\u001b[0m\n\u001b[1;32m 594\u001b[0m \u001b[38;5;250m\u001b[39m\u001b[38;5;124mr\u001b[39m\u001b[38;5;124;03m\"\"\"Sends a GET request. Returns :class:`Response` object.\u001b[39;00m\n\u001b[1;32m 595\u001b[0m \n\u001b[1;32m 596\u001b[0m \u001b[38;5;124;03m:param url: URL for the new :class:`Request` object.\u001b[39;00m\n\u001b[1;32m 597\u001b[0m \u001b[38;5;124;03m:param \\*\\*kwargs: Optional arguments that ``request`` takes.\u001b[39;00m\n\u001b[1;32m 598\u001b[0m \u001b[38;5;124;03m:rtype: requests.Response\u001b[39;00m\n\u001b[1;32m 599\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m 601\u001b[0m kwargs\u001b[38;5;241m.\u001b[39msetdefault(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mallow_redirects\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;28;01mTrue\u001b[39;00m)\n\u001b[0;32m--> 602\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mrequest(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mGET\u001b[39m\u001b[38;5;124m\"\u001b[39m, url, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n",
"File \u001b[0;32m~/.local/envs/earthscope_insar/lib/python3.11/site-packages/requests/sessions.py:589\u001b[0m, in \u001b[0;36mrequest\u001b[0;34m()\u001b[0m\n\u001b[1;32m 584\u001b[0m send_kwargs \u001b[38;5;241m=\u001b[39m {\n\u001b[1;32m 585\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mtimeout\u001b[39m\u001b[38;5;124m\"\u001b[39m: timeout,\n\u001b[1;32m 586\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mallow_redirects\u001b[39m\u001b[38;5;124m\"\u001b[39m: allow_redirects,\n\u001b[1;32m 587\u001b[0m }\n\u001b[1;32m 588\u001b[0m send_kwargs\u001b[38;5;241m.\u001b[39mupdate(settings)\n\u001b[0;32m--> 589\u001b[0m resp \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39msend(prep, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39msend_kwargs)\n\u001b[1;32m 591\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m resp\n",
"File \u001b[0;32m~/.local/envs/earthscope_insar/lib/python3.11/site-packages/requests/sessions.py:703\u001b[0m, in \u001b[0;36msend\u001b[0;34m()\u001b[0m\n\u001b[1;32m 700\u001b[0m start \u001b[38;5;241m=\u001b[39m preferred_clock()\n\u001b[1;32m 702\u001b[0m \u001b[38;5;66;03m# Send the request\u001b[39;00m\n\u001b[0;32m--> 703\u001b[0m r \u001b[38;5;241m=\u001b[39m adapter\u001b[38;5;241m.\u001b[39msend(request, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n\u001b[1;32m 705\u001b[0m \u001b[38;5;66;03m# Total elapsed time of the request (approximately)\u001b[39;00m\n\u001b[1;32m 706\u001b[0m elapsed \u001b[38;5;241m=\u001b[39m preferred_clock() \u001b[38;5;241m-\u001b[39m start\n",
"File \u001b[0;32m~/.local/envs/earthscope_insar/lib/python3.11/site-packages/requests/adapters.py:519\u001b[0m, in \u001b[0;36msend\u001b[0;34m()\u001b[0m\n\u001b[1;32m 515\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(e\u001b[38;5;241m.\u001b[39mreason, _SSLError):\n\u001b[1;32m 516\u001b[0m \u001b[38;5;66;03m# This branch is for urllib3 v1.22 and later.\u001b[39;00m\n\u001b[1;32m 517\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m SSLError(e, request\u001b[38;5;241m=\u001b[39mrequest)\n\u001b[0;32m--> 519\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mConnectionError\u001b[39;00m(e, request\u001b[38;5;241m=\u001b[39mrequest)\n\u001b[1;32m 521\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m ClosedPoolError \u001b[38;5;28;01mas\u001b[39;00m e:\n\u001b[1;32m 522\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mConnectionError\u001b[39;00m(e, request\u001b[38;5;241m=\u001b[39mrequest)\n",
"\u001b[0;31mConnectionError\u001b[0m: None: Max retries exceeded with url: /METADATA_SLC/SB/S1B_IW_SLC__1SDV_20200517T135026_20200517T135056_021622_0290CB_99E2.iso.xml (Caused by None)"
]
}
],
"source": [
"%%time \n",
"\n",
"reference = 'S1A_IW_SLC__1SDV_20200511T135117_20200511T135144_032518_03C421_7768'\n",
"secondary = 'S1B_IW_SLC__1SDV_20200517T135026_20200517T135056_021622_0290CB_99E2'\n",
"granules = [reference, secondary]\n",
"\n",
"results = asf_search.granule_search(granules)\n",
"results.download(path=slc_dir, processes=2, session=session)"
]
},
{
"cell_type": "markdown",
"metadata": {
"hidden": true
},
"source": [
"Files size are 4+GB each."
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"hidden": true
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"total 8.7G\n",
"-rw-r--r-- 1 jovyan users 4.2G May 10 2021 S1A_IW_SLC__1SDV_20200511T135117_20200511T135144_032518_03C421_7768.zip\n",
"-rw-r--r-- 1 jovyan users 4.6G May 10 2021 S1B_IW_SLC__1SDV_20200517T135026_20200517T135056_021622_0290CB_99E2.zip\n"
]
}
],
"source": [
"!ls -lh {slc_dir}"
]
},
{
"cell_type": "markdown",
"metadata": {
"heading_collapsed": true,
"hidden": true
},
"source": [
"### 1.3 SLC filenaming convention"
]
},
{
"cell_type": "markdown",
"metadata": {
"hidden": true
},
"source": [
"TOPS SLC product files delivered from ESA are zip archives. When unpacked the zip extension will be replaced by SAFE. The products are therefore also frequently called SAFE files. topsApp.py can read the data from either a zip file or a SAFE file. To limit disk usage, it is recommended to not unzip the individual files.\n",
"\n",
"The zip or SAFE filenames provide information on the product type, the polarization, and the start and stop acquisition time. For example: S1A_IW_SLC__1SDV_20200511T135117_20200511T135144_032518_03C421_7768.zip\n",
"- Type = slc\n",
"- Polarization = Dual polarization\n",
"- Date = 20200511\n",
"- UTC time of acquisition = ~13:51\n",
"- Sensing start for the acquisition was 20200511 at 13:51:17\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"heading_collapsed": true,
"hidden": true
},
"source": [
"### 1.3 Orbits download"
]
},
{
"cell_type": "markdown",
"metadata": {
"hidden": true
},
"source": [
"In addition to the **SAFE files**, **orbit files** and the **auxiliary instrument files** are required for ISCE processing. Both the orbit and instrument files are provided by ESA and can be downloaded at: https://qc.sentinel1.eo.esa.int/."
]
},
{
"cell_type": "markdown",
"metadata": {
"hidden": true
},
"source": [
"Although Sentinel-1 restituted orbits (RESORB) are of good quality, it is recommended to use the precise orbits (POEORB) when available. Typically, precise orbits are available with a 15 to 20-day lag from the day of the acquisition."
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Reference time: 2020-05-11 13:51:44\n",
"Satellite name: S1A\n",
"Downloading URL: https://scihub.copernicus.eu/gnss/odata/v1/Products('bfcd88fa-7454-4470-aedc-416eaa57ad07')/$value\n"
]
}
],
"source": [
"#/home/jovyan/.local/envs/earthscope_insar/share/isce2/topsStack/fetchOrbit.py\n",
"!fetchOrbit.py -i {reference} -o {orbit_dir}"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Reference time: 2020-05-17 13:50:56\n",
"Satellite name: S1B\n",
"Downloading URL: https://scihub.copernicus.eu/gnss/odata/v1/Products('2ac6a573-7a5e-468c-93c2-fde245e39664')/$value\n"
]
}
],
"source": [
"!fetchOrbit.py -i {secondary} -o {orbit_dir}"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### 1.4 Instrument calibration file"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Sentinel-1 SLCs are usually well calibrated products and in general, we don't have to deal with reading instrument calibration files. One exception is SLCs generated with **IPF version 002.36**. However, the number of such SLCs is well below 0.5% of the data and only impacts data from earlier in the mission in 2015. We do not need these files for our dataset. More information on how to download these files can be found in the example xml files included on the isce github page. These files are also included in \"support_docs\" folder here."
]
},
{
"cell_type": "markdown",
"metadata": {
"heading_collapsed": true,
"hidden": true
},
"source": [
"## 2. topsApp.py input variables"
]
},
{
"cell_type": "markdown",
"metadata": {
"hidden": true
},
"source": [
"Like the other apps in ISCE, the input variables to topsApp.py are controlled through an app xml file. All apps in ISCE have example xml files included in the ISCE distribution. You can find these under [**examples/input_files**](https://github.com/isce-framework/isce2/tree/main/examples/input_files) on the github repo. For convenience, we have included the *topsApp.xml* and *reference_TOPS_SENTINEL1.xml* example in the support_docs folder. "
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [],
"source": [
"def configure_inputs(outDir):\n",
" \"\"\"Write an XML Parameter file for topsApp.py \"\"\"\n",
" \n",
" cmd_topsApp_config ='''<?xml version=\"1.0\" encoding=\"UTF-8\"?>\n",
"<topsApp>\n",
" <component name=\"topsinsar\">\n",
" <property name=\"Sensor name\">SENTINEL1</property>\n",
" <component name=\"reference\">\n",
" <catalog>reference.xml</catalog>\n",
" </component>\n",
" <component name=\"secondary\">\n",
" <catalog>secondary.xml</catalog>\n",
" </component>\n",
" <property name=\"swaths\">[3]</property>\n",
" <property name=\"range looks\">7</property>\n",
" <property name=\"azimuth looks\">3</property>\n",
" <property name=\"region of interest\">[37.98, 38.33, -118.21, -117.68]</property>\n",
" <property name=\"do unwrap\">True</property>\n",
" <property name=\"unwrapper name\">snaphu_mcf</property>\n",
" <property name=\"do denseoffsets\">True</property>\n",
" <!--<property name=\"demfilename\">path_to_your_dem</property>-->\n",
" <!--<property name=\"geocode demfilename\">path_to_your_dem</property>-->\n",
" <!--property name=\"geocode list\">['merged/phsig.cor', 'merged/filt_topophase.unw', 'merged/los.rdr', 'merged/topophase.flat', 'merged/filt_topophase.flat','merged/topophase.cor','merged/filt_topophase.unw.conncomp']</property>-->\n",
" </component>\n",
"</topsApp>'''\n",
" print(\"writing topsApp.xml\")\n",
" with open(os.path.join(outDir,\"topsApp.xml\"), \"w\") as fid:\n",
" fid.write(cmd_topsApp_config)\n",
" \n",
" cmd_reference_config = '''<component name=\"reference\">\n",
" <property name=\"orbit directory\">../data/orbits</property>\n",
" <property name=\"output directory\">reference</property>\n",
" <property name=\"safe\">['../data/slcs/S1A_IW_SLC__1SDV_20200511T135117_20200511T135144_032518_03C421_7768.zip']</property>\n",
"</component>'''\n",
" print(\"writing reference.xml\")\n",
" with open(os.path.join(outDir,\"reference.xml\"), \"w\") as fid:\n",
" fid.write(cmd_reference_config)\n",
" \n",
" cmd_secondary_config = '''<component name=\"secondary\">\n",
" <property name=\"orbit directory\">../data/orbits</property>\n",
" <property name=\"output directory\">secondary</property>\n",
" <property name=\"safe\">['../data/slcs/S1B_IW_SLC__1SDV_20200517T135026_20200517T135056_021622_0290CB_99E2.zip']</property>\n",
"</component>'''\n",
" print(\"writing secondary.xml\")\n",
" with open(os.path.join(outDir,\"secondary.xml\"), \"w\") as fid:\n",
" fid.write(cmd_secondary_config)"
]
},
{
"cell_type": "markdown",
"metadata": {
"heading_collapsed": true,
"hidden": true
},
"source": [
"### 2.1 Required versus optional topsApp.py inputs"
]
},
{
"cell_type": "markdown",
"metadata": {
"hidden": true
},
"source": [
"The example *topsApp.xml* contains all input variables with a description. Let us first read this file. You can open the file by launching a **terminal** and using your preferred editor to open the file. For vim type:\n",
"```\n",
" vim support_docs/example/topsApp.xml\n",
" vim support_docs/example/reference_TOPS_SENTINEL1.xml\n",
"```\n",
"When it comes to the actual processing with topsApp.py, you do not need to specify all the input variables as shown in the example topsApp.xml. Defaults will be assumed when properties are not set by the user. You can get a simple table overview of the required variables by calling the help of topsApp.py."
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {
"collapsed": true,
"hidden": true,
"jupyter": {
"outputs_hidden": true
},
"tags": []
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"2023-08-16 18:30:07,203 - isce.insar - INFO - ISCE VERSION = 2.6.3, RELEASE_SVN_REVISION = ,RELEASE_DATE = 20230418, CURRENT_SVN_REVISION = \n",
"ISCE VERSION = 2.6.3, RELEASE_SVN_REVISION = ,RELEASE_DATE = 20230418, CURRENT_SVN_REVISION = \n",
"None\n",
"The currently supported sensors are: ['SENTINEL1']\n",
"\n",
"Usages: \n",
"topsApp.py <input-file.xml>\n",
"topsApp.py --steps\n",
"topsApp.py --help\n",
"topsApp.py --help --steps\n",
"\n",
"\n",
"See the table of configurable parameters listed \n",
"below for a list of parameters that may be specified in the\n",
"input file. See example input xml files in the isce 'examples'\n",
"directory. Read about the input file in the ISCE.pdf document.\n",
"\n",
"The user configurable inputs are given in the following table.\n",
"Those inputs that are of type 'component' are also listed in\n",
"table of facilities below with additional information.\n",
"To configure the parameters, enter the desired value in the\n",
"input file using a property tag with name = to the name\n",
"given in the table.\n",
"name type mandatory doc \n",
"=========================== ========== ========== ==============================\n",
"ampcormargin int False Ampcor margin offset. Used in \n",
" runDenseOffsets. \n",
"ampcoroversamplingfactor int False Ampcor oversampling factor. \n",
" Used in runDenseOffsets. \n",
"ampcorsearchwindowheight int False Ampcor search window size \n",
" height. Used in \n",
" runDenseOffsets. \n",
"ampcorsearchwindowwidth int False Ampcor search window size \n",
" width. Used in \n",
" runDenseOffsets. \n",
"ampcorskipheight int False Ampcor skip down height. Used \n",
" in runDenseOffsets. \n",
"ampcorskipwidth int False Ampcor skip across width. Used\n",
" in runDenseOffsets. \n",
"ampcorwindowheight int False Ampcor main window size \n",
" height. Used in \n",
" runDenseOffsets. \n",
"ampcorwindowwidth int False Ampcor main window size width.\n",
" Used in runDenseOffsets. \n",
"applyionospherecorrection bool False N/A \n",
"applypolynomialfitbeforefil bool False N/A \n",
"teringionospherephase \n",
"areasmaskedoutinionospheric int False areas masked out in \n",
"phaseestimation ionospheric phase estimation \n",
"azimuthlooks int False N/A \n",
"azimuthshift int False Ampcor gross offset down. Used\n",
" in runDenseOffsets. \n",
"considerburstpropertiesinio bool False N/A \n",
"nospherecomputation \n",
"correctphaseerrorcausedbyio int False N/A \n",
"nosphereazimuthshift \n",
"demfilename str False Filename of the Digital \n",
" Elevation Model (DEM) \n",
"demstitcher component False Object that based on the frame\n",
" bounding boxes creates a DEM \n",
"dodenseoffsets bool False Perform dense offset \n",
" estimation \n",
"doesd bool False Perform ESD estimation \n",
"dointerferogram bool False Perform interferometry. Set to\n",
" false to skip insar steps. \n",
"doionospherecorrection bool False N/A \n",
"dounwrap bool False True if unwrapping is desired.\n",
" To be unsed in combination \n",
" with UNWRAPPER_NAME. \n",
"dounwrap2stage bool False True if unwrapping is desired.\n",
" To be unsed in combination \n",
" with UNWRAPPER_NAME. \n",
"endionospherestep str False N/A \n",
"esdazimuthlooks int False Number of azimuth looks for \n",
" overlap IFGs \n",
"esdcoherencethreshold float False ESD coherence threshold \n",
"esdrangelooks int False Number of range looks for \n",
" overlap IFGs \n",
"extraesdcycles float False Extra ESD cycles to interpret \n",
" overlap phase \n",
"family str False Instance family name \n",
"filternullfactor float False NULL factor to use in \n",
" filtering offset fields to \n",
" avoid numpy type issues. \n",
"filterstrength float False N/A \n",
"filterwindowsize int False Window size for median_filter.\n",
"geocodeboundingbox float False Bounding box for geocoding - \n",
" South, North, West, East in \n",
" degrees \n",
"geocodedemfilename str False Filename of the DEM for \n",
" geocoding \n",
"geocodelist str False List of products to geocode. \n",
"heightofionospherelayerinkm float False N/A \n",
"maximumwindowsizeforfilteri int False N/A \n",
"ngionosphereazimuthshift \n",
"maximumwindowsizeforfilteri int False N/A \n",
"ngionospherephase \n",
"minimumwindowsizeforfilteri int False N/A \n",
"ngionosphereazimuthshift \n",
"minimumwindowsizeforfilteri int False N/A \n",
"ngionospherephase \n",
"name str False Instance name \n",
"numberofazimuthlooksatfirst int False N/A \n",
"stageforionospherephaseunwr \n",
"apping \n",
"numberofrangelooksatfirstst int False N/A \n",
"ageforionospherephaseunwrap \n",
"ping \n",
"offsetgeocodelist str False List of offset-specific files \n",
" to geocode. \n",
"offsetsnrthreshold float False Offset SNR threshold \n",
"pickledumpdirectory str False If steps is used, the \n",
" directory in which to store \n",
" pickle objects. \n",
"pickleloaddirectory str False If steps is used, the \n",
" directory from which to \n",
" retrieve pickle objects. \n",
"rangelooks int False N/A \n",
"rangeshift int False Ampcor gross offset across. \n",
" Used in runDenseOffsets. \n",
"reference component True Reference raw data component \n",
"regionofinterest float False User defined area to crop in \n",
" SNWE \n",
"renderer str True Format in which the data is \n",
" serialized when using steps. \n",
" Options are xml (default) or \n",
" pickle. \n",
"rununwrapper component False Unwrapping module \n",
"rununwrapper2stage component False Unwrapping module \n",
"secondary component True Secondary raw data component \n",
"sensorname str True Sensor name \n",
"snrthresholdfactor float False SNR Threshold factor used in \n",
" filtering offset field \n",
" objects. \n",
"solver_2stage str False Linear Programming Solver for \n",
" 2Stage; Options: pulp, gurobi,\n",
" glpk; Used only for Redundant \n",
" Arcs \n",
"startionospherestep str False N/A \n",
"swaths int False Swaths to process \n",
"topsproc component False TopsProc object \n",
"totalnumberofazimuthlooksin int False N/A \n",
"theionosphereprocessing \n",
"totalnumberofrangelooksinth int False N/A \n",
"eionosphereprocessing \n",
"unwrapper2stagename str False 2 Stage Unwrapping method to \n",
" use. Available: MCF, REDARC0, \n",
" REDARC1, REDARC2 \n",
"unwrappername str False Unwrapping method to use. To \n",
" be used in combination with \n",
" UNWRAP. \n",
"usegpu bool False Allow App to use GPU when \n",
" available \n",
"usehighresolutiondemonly int False If True and a dem is not \n",
" specified in input, it will \n",
" only download the SRTM highest\n",
" resolution dem if it is \n",
" available and fill the missing\n",
" portion with null values \n",
" (typically -32767). \n",
"usevirtualfiles bool False Use virtual files when \n",
" possible to save space \n",
"\n",
"\n",
"The configurable facilities are given in the following table.\n",
"Enter the component parameter values for any of these facilities in the\n",
"input file using a component tag with name = to the name given in\n",
"the table. The configurable parameters for a facility are entered with \n",
"property tags inside the component tag. Examples of the configurable\n",
"parameters are available in the examples/inputs directory.\n",
"For more help on a given facility run\n",
"iscehelp.py -t type\n",
"where type (if available) is the second entry in the table\n",
"\n",
"name type \n",
" \n",
"==================== ===============\n",
"demstitcher DataManager \n",
"reference GRDSensor \n",
"rununwrapper N/A \n",
"rununwrapper2stage N/A \n",
"secondary GRDSensor \n",
"topsproc N/A \n"
]
}
],
"source": [
"!topsApp.py --help"
]
},
{
"cell_type": "markdown",
"metadata": {
"hidden": true
},
"source": [
"From the table, you can see that the **reference** and **secondary** components are to be specified. This can be done directly with its specific properties in the topsApp.xml, or alternatively, one can point to a dedicated xml file for the **reference** and **secondary**, each of which contain their individual properties. The required properties for the reference and secondary should at least include orbit information as \"orbit directory\" and a list of products under the \"safe\" property tag. \n",
"\n",
"<br>\n",
"<div class=\"alert alert-danger\">\n",
"<b>POTENTIAL ISSUE:</b> \n",
"If you specify a **region of interest**, make sure it covers at last two bursts. If this is not the case, ESD will fail in the processing as it is being estimated from the burst overlap region. You could always decide to only geocode a smaller region with the ** ** property.\n",
"</div>"
]
},
{
"cell_type": "markdown",
"metadata": {
"heading_collapsed": true,
"hidden": true
},
"source": [
"### 2.2 topsApp inputs for this tutorial"
]
},
{
"cell_type": "markdown",
"metadata": {
"hidden": true
},
"source": [
"Let us now examine the files *topsApp.xml*, *reference.xml* and *secondary.xml* that will be used for this tutorial."
]
},
{
"cell_type": "markdown",
"metadata": {
"heading_collapsed": true,
"hidden": true
},
"source": [
"#### 2.2.1 topsApp.xml"
]
},
{
"cell_type": "markdown",
"metadata": {
"hidden": true
},
"source": [
"```xml\n",
"<?xml version=\"1.0\" encoding=\"UTF-8\"?>\n",
"<topsApp>\n",
" <component name=\"topsinsar\">\n",
" <property name=\"Sensor name\">SENTINEL1</property>\n",
" <component name=\"reference\">\n",
" <catalog>reference.xml</catalog>\n",
" </component>\n",
" <component name=\"secondary\">\n",
" <catalog>secondary.xml</catalog>\n",
" </component>\n",
" <property name=\"swaths\">[3]</property>\n",
" <property name=\"range looks\">7</property>\n",
" <property name=\"azimuth looks\">3</property>\n",
" <property name=\"region of interest\">[37.98, 38.33, -118.21, -117.68]</property>\n",
" <property name=\"do unwrap\">True</property>\n",
" <property name=\"unwrapper name\">snaphu_mcf</property>\n",
" <property name=\"do denseoffsets\">True</property>\n",
" <!--<property name=\"demfilename\">path_to_your_dem</property>-->\n",
" <!--<property name=\"geocode demfilename\">path_to_your_dem</property>-->\n",
" <!--property name=\"geocode list\">['merged/phsig.cor', 'merged/filt_topophase.unw', 'merged/los.rdr', 'merged/topophase.flat', 'merged/filt_topophase.flat','merged/topophase.cor','merged/filt_topophase.unw.conncomp']</property>-->\n",
" </component>\n",
"</topsApp>\n",
"```\n",
"\n",
"\n",
"- The reference and secondary components refer to their own *.xml* files \n",
"- The **swaths** property controls the number of swaths to be processed. As the earthquake occurred in the subswath three, we can directly limit the list to the single entry list [3] only.\n",
"- We specify the **range looks** and **azimuth looks** to be 7 and 3. The range resolution for sentinel varies from near to far range, but is roughly 5m, while the azimuth resolution is approximately 15m, leading to a multi-looked product that will be approximately 35m by 45m.\n",
"- By specifying the **region of interest** as [S, N, W, E] to only capture the extent of the earthquake, topsApp.py will only extract those bursts from subswath 3 needed to cover the earthquake.\n",
"- By default, topsApp can download a DEM on the fly. By including **demFilename** a local DEM can be specified as input for the processing. For this notebook exercise, a sample 1-arc second DEM in WGS84 is provided in the DEM/DEM1 folder.\n",
"- By default, the geocoding in topsApp.py is performed at the same sampling as processing DEM. However, a different DEM *to be used specifically for geocoding* can be specified using the **geocode demfilename** property. This is used for the case when data has been multilooked to order of 100m or greater and when geocoding to 30m is an overkill.\n",
"- By default, no unwrapping is done. In order to turn it on, set the property **do unwrap** to *True*.\n",
"- In case unwrapping is requested, the default unwrapping strategy to be applied is the *icu* unwrapping method. For this tutorial, we will use *snaphu_mcf*.\n",
"- Lastly, we request topsApp.py to run the dense-offsets using the **do denseoffsets** property. By enabling this, topsApp.py will estimate the range and azimuth offsets on the amplitude of the reference and secondary SLC files.\n",
"\n",
"\n",
"You will see that a few of the above properties are commented out in the xml files provided. We will come back to these later in the tutorial. The commented properties have the form:\n",
"```xml\n",
"<!--<property> ... </property>--> \n",
"```"
]
},
{
"cell_type": "markdown",
"metadata": {
"heading_collapsed": true,
"hidden": true
},
"source": [
"#### 2.2.2 reference.xml and secondary.xml"
]
},
{
"cell_type": "markdown",
"metadata": {
"hidden": true
},
"source": [
"**reference.xml**\n",
"``` xml\n",
"<component name=\"reference\">\n",
" <property name=\"orbit directory\">../data/orbits</property>\n",
" <property name=\"output directory\">reference</property>\n",
" <property name=\"safe\">['../data/slcs/S1A_IW_SLC__1SDV_20200511T135117_20200511T135144_032518_03C421_7768.zip']</property>\n",
"</component>\n",
"```\n",
"\n",
"**secondary.xml**\n",
"``` xml\n",
"<component name=\"secondary\">\n",
" <property name=\"orbit directory\">../data/orbits</property>\n",
" <property name=\"output directory\">secondary</property>\n",
" <property name=\"safe\">['../data/slcs/S1B_IW_SLC__1SDV_20200517T135026_20200517T135056_021622_0290CB_99E2.zip']</property>\n",
"</component>\n",
"```\n",
"\n",
"- The value associated with the reference **safe** property corresponds to a list of SAFE files that are to be mosaiced when generating the interferogram. \n",
"- The **orbit directory** points to the directory where we have stored the POEORB (precise) orbits for this example.\n",
"\n",
"\n",
"<br>\n",
"<div class=\"alert alert-warning\">\n",
"<b>SIGN CONVENTION:</b> \n",
"By selecting the secondary to be the one acquired after the reference, and keeping in mind that the interferogram formation is reference* conj(secondary), then a positive phase value for the interferogram indicates the surface has moved towards the satellite between 2020-05-11 and 2020-05-17. \n",
"</div>\n"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"writing topsApp.xml\n",
"writing reference.xml\n",
"writing secondary.xml\n"
]
}
],
"source": [
"configure_inputs(insar_dir)"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"reference.xml secondary.xml topsApp.xml\n"
]
}
],
"source": [
"# Ensure our processing directory only has input XML files at this point:\n",
"!ls {insar_dir}"
]
},
{
"cell_type": "markdown",
"metadata": {
"heading_collapsed": true,
"hidden": true
},
"source": [
"## 3. topsApp.py processing steps"
]
},
{
"cell_type": "markdown",
"metadata": {
"hidden": true
},
"source": [
"The topsApp.py workflow can be called with a single command-line call to topsApp.py; by default it will run all the required processing steps with inputs pulled from the topsApp.xml file. Although this is an attractive feature, it is recommended to run topsApp.py with “steps” enabled. This will allow you to re-start the processing from a given processing step. If “steps” are not used, users must restart processing from the beginning of the workflow after fixing any downstream issues with the processing. \n",
"\n",
"The \"--help\" switch lists all the steps involved in the processing:"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {
"hidden": true
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"2023-08-16 18:30:08,300 - isce.insar - INFO - ISCE VERSION = 2.6.3, RELEASE_SVN_REVISION = ,RELEASE_DATE = 20230418, CURRENT_SVN_REVISION = \n",
"ISCE VERSION = 2.6.3, RELEASE_SVN_REVISION = ,RELEASE_DATE = 20230418, CURRENT_SVN_REVISION = \n",
"None\n",
"The currently supported sensors are: ['SENTINEL1']\n",
"\n",
"Usages: \n",
"topsApp.py <input-file.xml>\n",
"topsApp.py --steps\n",
"topsApp.py --help\n",
"topsApp.py --help --steps\n",
"\n",
"None\n",
"A description of the individual steps can be found in the README file\n",
"and also in the ISCE.pdf document\n",
"\n",
"Command line options for steps processing are formed by\n",
"combining the following three options as required:\n",
"\n",
"'--start=<step>', '--end=<step>', '--dostep=<step>'\n",
"\n",
"The step names are chosen from the following list:\n",
"\n",
"['startup', 'preprocess', 'computeBaselines', 'verifyDEM', 'topo']\n",
"['subsetoverlaps', 'coarseoffsets', 'coarseresamp', 'overlapifg', 'prepesd']\n",
"['esd', 'rangecoreg', 'fineoffsets', 'fineresamp', 'ion']\n",
"['burstifg', 'mergebursts', 'filter', 'unwrap', 'unwrap2stage']\n",
"['geocode', 'denseoffsets', 'filteroffsets', 'geocodeoffsets']\n",
"\n",
"If --start is missing, then processing starts at the first step.\n",
"If --end is missing, then processing ends at the final step.\n",
"If --dostep is used, then only the named step is processed.\n",
"\n",
"In order to use either --start or --dostep, it is necessary that a\n",
"previous run was done using one of the steps options to process at least\n",
"through the step immediately preceding the starting step of the current run.\n",
"\n"
]
}
],
"source": [
"!topsApp.py --help --steps"
]
},
{
"cell_type": "markdown",
"metadata": {
"hidden": true
},
"source": [
"<br>\n",
"<div class=\"alert alert-danger\">\n",
"<b>POTENTIAL ISSUE:</b> \n",
"**Steps are to be run in the following prescribed order**:\n",
"*<center>\n",
"['startup', 'preprocess', 'computeBaselines', 'verifyDEM', 'topo']\n",
"['subsetoverlaps', 'coarseoffsets', 'coarseresamp', 'overlapifg', 'prepesd']\n",
"['esd', 'rangecoreg', 'fineoffsets', 'fineresamp', 'burstifg']\n",
"['mergebursts', 'filter', 'unwrap', 'unwrap2stage', 'geocode']\n",
"['denseoffsets', 'filteroffsets', 'geocodeoffsets']\n",
"</center>*\n",
"</div>\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"heading_collapsed": true,
"hidden": true
},
"source": [
"### 3.0 Directory setup"
]
},
{
"cell_type": "markdown",
"metadata": {
"hidden": true
},
"source": [
"We will now \"cd\" into our InSAR directory where our configuration files are for topsApp.py."
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {
"hidden": true
},
"outputs": [],
"source": [
"os.chdir(insar_dir)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### 3.1 Quick overview of your interferogram"
]
},
{
"cell_type": "markdown",
"metadata": {
"heading_collapsed": true,
"hidden": true
},
"source": [
"#### 3.1.1 Step startup"
]
},
{
"cell_type": "markdown",
"metadata": {
"hidden": true
},
"source": [
"We will start with running the first step **startup**. \n",
"\n",
"NOTE: `2&>1 | tee startup.log` is a linux pipe command to show output and errors both in the current terminal (jupyter notebook) and a file (startup.log). This is convenient for keeping logs from different steps organized"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {
"hidden": true
},
"outputs": [],
"source": [
"!topsApp.py --dostep=startup &> startup.log"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"2023-08-16 18:30:09,064 - isce.insar - INFO - ISCE VERSION = 2.6.3, RELEASE_SVN_REVISION = ,RELEASE_DATE = 20230418, CURRENT_SVN_REVISION = \n",
"ISCE VERSION = 2.6.3, RELEASE_SVN_REVISION = ,RELEASE_DATE = 20230418, CURRENT_SVN_REVISION = \n",
"Step processing\n",
"Running step startup\n",
"None\n",
"The currently supported sensors are: ['SENTINEL1']\n",
"Dumping the application's pickle object _insar to file PICKLE/startup\n",
"The remaining steps are (in order): ['preprocess', 'computeBaselines', 'verifyDEM', 'topo', 'subsetoverlaps', 'coarseoffsets', 'coarseresamp', 'overlapifg', 'prepesd', 'esd', 'rangecoreg', 'fineoffsets', 'fineresamp', 'ion', 'burstifg', 'mergebursts', 'filter', 'unwrap', 'unwrap2stage', 'geocode', 'denseoffsets', 'filteroffsets', 'geocodeoffsets']\n"
]
}
],
"source": [
"!head startup.log"
]
},
{
"cell_type": "markdown",
"metadata": {
"hidden": true
},
"source": [
"When topsApp.py is run in steps, PICKLE files are used to store state information between the steps. A PICKLE folder is created during the startup step. The PICKLE folder is used to store the processing parameters for each processing step. By exploring the pickle folder, you will find a binary pickle file and an *xml* file associated with the **startup** step."
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {
"hidden": true
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"startup startup.xml\n"
]
}
],
"source": [
"!ls PICKLE"
]
},
{
"cell_type": "markdown",
"metadata": {
"hidden": true
},
"source": [
"The information contained within the **startup** pickle and *xml* files allows topsApp to start or re-start processing from where **startup** was completed. "
]
},
{
"cell_type": "markdown",
"metadata": {
"heading_collapsed": true,
"hidden": true
},
"source": [
"#### 3.1.2 Step preprocess"
]
},
{
"cell_type": "markdown",
"metadata": {
"hidden": true
},
"source": [
"Keeping in mind that the order of steps matter, we move to the second step of topsApp.py processing, which is to **preprocess** the data."
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {
"hidden": true
},
"outputs": [],
"source": [
"!topsApp.py --dostep=preprocess &> preprocess.log"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"secondary.sensor.mission = S1B\n",
"secondary.sensor.name = topsswathslc_name\n",
"secondary.sensor.numberofbursts = 4\n",
"secondary.sensor.processingfacility = DLR-Oberpfaffenhofen, Germany\n",
"secondary.sensor.processingsoftwareversion = 003.20\n",
"secondary.sensor.processingsystem = Sentinel-1 IPF\n",
"secondary.sensor.spacecraftname = Sentinel-1\n",
"####################################################################################################\n",
"Dumping the application's pickle object _insar to file PICKLE/preprocess\n",
"The remaining steps are (in order): ['computeBaselines', 'verifyDEM', 'topo', 'subsetoverlaps', 'coarseoffsets', 'coarseresamp', 'overlapifg', 'prepesd', 'esd', 'rangecoreg', 'fineoffsets', 'fineresamp', 'ion', 'burstifg', 'mergebursts', 'filter', 'unwrap', 'unwrap2stage', 'geocode', 'denseoffsets', 'filteroffsets', 'geocodeoffsets']\n"
]
}
],
"source": [
"# Just examine last lines of log\n",
"!tail preprocess.log"
]
},
{
"cell_type": "markdown",
"metadata": {
"hidden": true
},
"source": [
"During preprocessing, the orbits, the IPF (Instrument Processing Facility, which is the processing version used by ESA to focus the data), the bursts, and, if needed, the antenna pattern are extracted. \n",
"\n",
"Note if you had processed the complete region without limitation, there would be three subswaths (IW1,IW2,IW3). For our example,\n",
"we limited the processing to IW3 alone. Therefore, for our tutorial, within the secondary and reference folders you will find only an **IW3** folder and an **IW3.xml** file."
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {
"hidden": true
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"reference/IW3.xml\n",
"\n",
"reference/IW3:\n",
"burst_01.slc.vrt burst_02.slc.vrt burst_03.slc.vrt burst_04.slc.vrt\n",
"burst_01.slc.xml burst_02.slc.xml burst_03.slc.xml burst_04.slc.xml\n"
]
}
],
"source": [
"ls reference/*"
]
},
{
"cell_type": "markdown",
"metadata": {
"hidden": true
},
"source": [
"The **IW3.xml** file contains metadata information specific for each subswath (e.g. orbit state vectors, doppler, sensing times, IPF version). You can open the file using your preferred editor from the command line:\n",
"```\n",
" vim reference/IW3.xml\n",
"```\n",
"The **IW3** folder contains the unpacked bursts and their meta-data.\n",
"Typically you will find *.xml* and *.vrt* files, and in certain cases *.slc* files, as described below.\n",
"-\tIf a bounding box is specified, only the reference bursts covering the box are unpacked, otherwise the complete reference SLC is used. The bursts of the reference in reference/IW* are relabeled from 1 to n.\n",
"-\tThe secondary/IW* folders typically contain a larger set of bursts to cover the reference extent completely, where the bursts are labelled from 1 to m. The burst numbering is not coordinated between reference and secondary folders: burst 1 in the reference does not necessarily correspond to burst 1 in the secondary.\n",
"-\tAll data are unpacked virtually (i.e., only *.xml* and *.vrt* files in *IW* folders) unless: (1) user requested to physically unpack the data, which can be requested in topsApp.xml by property **usevirtualfiles**, or (2) if an antenna pattern correction needs to be applied (not controlled by user) which happens mainly for the initially acquired Sentinel-1 data.\n",
"-\tThe IPF version of unpacked bursts is tracked and a combined IPF is assigned for the reference and one for the secondary. Note: bursts processed with different IPF versions cannot be stitched and attempting to do so will cause an error message. \n",
"\n",
"<br>\n",
"<div class=\"alert alert-danger\">\n",
"<b>POTENTIAL ISSUE:</b> \n",
"There is a gap in spatial coverage, e.g. you are missing the middle SAFE file.\n",
"</div>\n",
"<div class=\"alert alert-danger\">\n",
"<b>POTENTIAL ISSUE:</b> \n",
"The SAFE frames that need to be stitched do not have a consistent IPF version\n",
"</div>"
]
},
{
"cell_type": "markdown",
"metadata": {
"heading_collapsed": true,
"hidden": true
},
"source": [
"#### 3.1.3 Step computeBaselines"
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {
"hidden": true,
"scrolled": true
},
"outputs": [],
"source": [
"!topsApp.py --dostep=computeBaselines &> computeBaselines.log"
]
},
{
"cell_type": "code",
"execution_count": 23,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"2023-08-16 18:30:33,824 - isce.insar - INFO - ISCE VERSION = 2.6.3, RELEASE_SVN_REVISION = ,RELEASE_DATE = 20230418, CURRENT_SVN_REVISION = \n",
"ISCE VERSION = 2.6.3, RELEASE_SVN_REVISION = ,RELEASE_DATE = 20230418, CURRENT_SVN_REVISION = \n",
"Step processing\n",
"Running step computeBaselines\n",
"Estimated burst offset: 0\n",
"2023-08-16 18:30:34,349 - isce.topsinsar.runPreprocessor - INFO - \n",
"####################################################################################################\n",
" runComputeBaseline\n",
"----------------------------------------------------------------------------------------------------\n",
"baseline.IW-3 Bpar at midrange for first common burst = 28.203256463294537\n",
"baseline.IW-3 Bpar at midrange for last common burst = 28.02300133553921\n",
"baseline.IW-3 Bperp at midrange for first common burst = -21.99744857327688\n",
"baseline.IW-3 Bperp at midrange for last common burst = -21.64387533400502\n",
"baseline.IW-3 First common burst in reference = 0\n",
"baseline.IW-3 First common burst in secondary = 0\n",
"baseline.IW-3 Last common burst in reference = 4\n",
"baseline.IW-3 Last common burst in secondary = 4\n",
"baseline.IW-3 Number of bursts in reference = 4\n",
"baseline.IW-3 Number of bursts in secondary = 4\n",
"baseline.IW-3 Number of common bursts = 4\n",
"####################################################################################################\n",
"Dumping the application's pickle object _insar to file PICKLE/computeBaselines\n",
"The remaining steps are (in order): ['verifyDEM', 'topo', 'subsetoverlaps', 'coarseoffsets', 'coarseresamp', 'overlapifg', 'prepesd', 'esd', 'rangecoreg', 'fineoffsets', 'fineresamp', 'ion', 'burstifg', 'mergebursts', 'filter', 'unwrap', 'unwrap2stage', 'geocode', 'denseoffsets', 'filteroffsets', 'geocodeoffsets']\n",
"Polynomial Order: 0 - by - 0 \n",
"0\t\n",
"Polynomial Order: 0 - by - 0 \n",
"0\t\n"
]
}
],
"source": [
"# Look at full log for this step\n",
"!cat computeBaselines.log"
]
},
{
"cell_type": "markdown",
"metadata": {
"hidden": true
},
"source": [
"In this step, the perpendicular and parallel baselines are computed using the orbit (state vector information) for the first and last burst of the reference image (center range). Each subswath is processed individually, with output sent to the screen. As the processing for the tutorial is limited to IW3, the baselines are only computed for this subswath."
]
},
{
"cell_type": "markdown",
"metadata": {
"heading_collapsed": true,
"hidden": true
},
"source": [
"### 3.2 Step verifyDEM"
]
},
{
"cell_type": "code",
"execution_count": 24,
"metadata": {
"hidden": true
},
"outputs": [],
"source": [
"!topsApp.py --dostep=verifyDEM &> verifyDEM.log"
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Step processing\n",
"Running step verifyDEM\n",
"command = curl -n -L -c $HOME/.earthdatacookie -b $HOME/.earthdatacookie -k -f -O https://e4ftl01.cr.usgs.gov/MEASURES/SRTMGL1.003/2000.02.11/N38W119.SRTMGL1.hgt.zip\n",
"command = curl -n -L -c $HOME/.earthdatacookie -b $HOME/.earthdatacookie -k -f -O https://e4ftl01.cr.usgs.gov/MEASURES/SRTMGL1.003/2000.02.11/N38W118.SRTMGL1.hgt.zip\n",
"command = curl -n -L -c $HOME/.earthdatacookie -b $HOME/.earthdatacookie -k -f -O https://e4ftl01.cr.usgs.gov/MEASURES/SRTMGL1.003/2000.02.11/N37W119.SRTMGL1.hgt.zip\n",
"command = curl -n -L -c $HOME/.earthdatacookie -b $HOME/.earthdatacookie -k -f -O https://e4ftl01.cr.usgs.gov/MEASURES/SRTMGL1.003/2000.02.11/N37W118.SRTMGL1.hgt.zip\n",
"Writing geotrans to VRT for demLat_N37_N39_Lon_W119_W117.dem\n",
"Writing geotrans to VRT for demLat_N37_N39_Lon_W119_W117.dem.wgs84\n",
"Dumping the application's pickle object _insar to file PICKLE/verifyDEM\n",
"The remaining steps are (in order): ['topo', 'subsetoverlaps', 'coarseoffsets', 'coarseresamp', 'overlapifg', 'prepesd', 'esd', 'rangecoreg', 'fineoffsets', 'fineresamp', 'ion', 'burstifg', 'mergebursts', 'filter', 'unwrap', 'unwrap2stage', 'geocode', 'denseoffsets', 'filteroffsets', 'geocodeoffsets']\n"
]
}
],
"source": [
"!tail verifyDEM.log"
]
},
{
"cell_type": "markdown",
"metadata": {
"hidden": true
},
"source": [
"This step will check the DEM file specified in the topsApp.xml. If no DEM file has been specified, topsApp.py will download the DEM on the fly and track the filename for subsequent processing. \n",
"\n",
"<div class=\"alert alert-danger\">\n",
"<b>POTENTIAL ISSUE:</b> \n",
"You did not set your earthdata credentials as detailed in the ISCE installation. Find instructions here: [Step 2 here](https://wiki.earthdata.nasa.gov/display/EL/How+To+Access+Data+With+cURL+And+Wget)\n",
"</div>\n",
"\n",
"<div class=\"alert alert-danger\">\n",
"<b>POTENTIAL ISSUE:</b> \n",
"You did set up your earthdata credentials as detailed in the ISCE installation but you have special characters in your password. \"Escape\" these characters by adding a backslash in front of them. \n",
"</div>\n",
"\n",
"<div class=\"alert alert-danger\">\n",
"<b>POTENTIAL ISSUE:</b> \n",
"The DEM ftp site is down and returns no data tiles.\n",
"</div>\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"heading_collapsed": true,
"hidden": true
},
"source": [
"#### ONLY if download fails"
]
},
{
"cell_type": "markdown",
"metadata": {
"hidden": true
},
"source": [
"If your DEM download failed and you are unable to resolve the issue, you can use the DEM provided with this tutorial. This requires three steps to complete, before you can rerun the **verifyDEM** step:\n",
"\n",
"1) Copy over the DEM from the backup folder to your processing location"
]
},
{
"cell_type": "code",
"execution_count": 26,
"metadata": {
"hidden": true
},
"outputs": [],
"source": [
"# files = ['demLat_N37_N39_Lon_W119_W117.dem.wgs84', #Binary raster\n",
"# 'demLat_N37_N39_Lon_W119_W117.dem.wgs84.xml', #XML needed by ISCE\n",
"# 'demLat_N37_N39_Lon_W119_W117.dem.wgs84.vrt'] #VRT needed by ISCE\n",
"\n",
"# for file in files:\n",
"# if not os.path.exists(os.path.join(insar_dir,file)):\n",
"# copy_from_bucket(os.path.join(\"TOPS\",file),\n",
"# os.path.join(insar_dir,file))\n",
"# print(file + \" done\")\n",
"# else:\n",
"# print(file + \" already exists\")"
]
},
{
"cell_type": "markdown",
"metadata": {
"hidden": true
},
"source": [
"2) To use this DEM, you may need to edit the **topsApp.xml** file and uncomment the property for the **demFilename**.\n",
"``` vim\n",
" vim insar/topsApp.xml\n",
"```\n",
"Remember the *xml* guidelines:\n",
"```xml\n",
"<!--<property> ..COMMENTED.. </property>--> \n",
"<property> ..UNCOMMENTED.. </property>\n",
"```\n",
"Since the staged file name is exactly the same as what `topsApp.py` was trying to download internally, then the edit may not be necessary."
]
},
{
"cell_type": "markdown",
"metadata": {
"hidden": true
},
"source": [
"Now rerun the **verifyDEM** step to ensure the new DEM information is correctly loaded into the processing:"
]
},
{
"cell_type": "code",
"execution_count": 27,
"metadata": {
"hidden": true
},
"outputs": [],
"source": [
"#!topsApp.py --dostep=verifyDEM "
]
},
{
"cell_type": "markdown",
"metadata": {
"heading_collapsed": true,
"hidden": true
},
"source": [
"### 3.3 Step topo"
]
},
{
"cell_type": "markdown",
"metadata": {
"hidden": true
},
"source": [
"During topo processing, the DEM is mapped into the radar coordinates of the **reference** image. As output this generates the **reference_geom** folder containing the longitude (*lon_XX.rdr*), latitude (*lat_XX.rdr*), height (*hgt_XX.rdr*) and LOS angles (*los_XX.rdr*) on a pixel by pixel grid for each burst (*XX*). This step is the most time-consuming step. It is parallelized for performance and can also be ran with GPU support enabled. \n",
"\n",
"For our tutorial, anticipate this step will take 20+ min in CPU mode with 4 threads. \n",
"***Depending on the size of the class the instructor might recommend to decrease the number of treads, pair up in teams, or stagger this processing step***.\n",
"\n",
"This is a good opportunity to familiarize yourself a bit more with the TOPS mode and input parameters.\n",
"- Can you find which property in the topsApp.xml controls the GPU processing? Tip: see “topsApp.py --help”.\n",
"- Can you find the typical incidence angle range for IW3? Tip: You could try to load the los.rdr file for a burst or search the ESA website for TOPS documentation.\n",
"\n",
"Once the step is complete you can have a look at the files that have been generated for each burst:"
]
},
{
"cell_type": "code",
"execution_count": 28,
"metadata": {
"hidden": true,
"tags": []
},
"outputs": [],
"source": [
"!topsApp.py --dostep=topo &> topo.log"
]
},
{
"cell_type": "code",
"execution_count": 29,
"metadata": {
"hidden": true
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"hgt_01.rdr hgt_04.rdr.vrt lat_03.rdr.xml lon_03.rdr los_02.rdr.vrt\n",
"hgt_01.rdr.vrt hgt_04.rdr.xml lat_04.rdr lon_03.rdr.vrt los_02.rdr.xml\n",
"hgt_01.rdr.xml lat_01.rdr lat_04.rdr.vrt lon_03.rdr.xml los_03.rdr\n",
"hgt_02.rdr lat_01.rdr.vrt lat_04.rdr.xml lon_04.rdr los_03.rdr.vrt\n",
"hgt_02.rdr.vrt lat_01.rdr.xml lon_01.rdr lon_04.rdr.vrt los_03.rdr.xml\n",
"hgt_02.rdr.xml lat_02.rdr lon_01.rdr.vrt lon_04.rdr.xml los_04.rdr\n",
"hgt_03.rdr lat_02.rdr.vrt lon_01.rdr.xml los_01.rdr los_04.rdr.vrt\n",
"hgt_03.rdr.vrt lat_02.rdr.xml lon_02.rdr los_01.rdr.vrt los_04.rdr.xml\n",
"hgt_03.rdr.xml lat_03.rdr lon_02.rdr.vrt los_01.rdr.xml\n",
"hgt_04.rdr lat_03.rdr.vrt lon_02.rdr.xml los_02.rdr\n"
]
}
],
"source": [
"ls geom_reference/*"
]
},
{
"cell_type": "markdown",
"metadata": {
"hidden": true
},
"source": [
"Were you able to figure out the incidence angle for subswath 3? It is about 41$^\\circ$-46$^\\circ$. This infomation is contained in the *los.XX.rdr* files. Its first band contains the incidence angle and the second band the azimuth angle of the satellite. There is an easy way to retrieve its average value with GDAL:"
]
},
{
"cell_type": "code",
"execution_count": 30,
"metadata": {
"hidden": true
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Driver: VRT/Virtual Raster\n",
"Files: geom_reference/IW3/los_02.rdr.vrt\n",
" geom_reference/IW3/los_02.rdr\n",
"Size is 24492, 1515\n",
"Corner Coordinates:\n",
"Upper Left ( 0.0, 0.0)\n",
"Lower Left ( 0.0, 1515.0)\n",
"Upper Right (24492.0, 0.0)\n",
"Lower Right (24492.0, 1515.0)\n",
"Center (12246.0, 757.5)\n",
"Band 1 Block=24492x1 Type=Float32, ColorInterp=Undefined\n",
" Minimum=41.670, Maximum=46.160, Mean=43.960, StdDev=1.275\n",
" Metadata:\n",
" STATISTICS_MAXIMUM=46.159740447998\n",
" STATISTICS_MEAN=43.960012280913\n",
" STATISTICS_MINIMUM=41.670024871826\n",
" STATISTICS_STDDEV=1.274622231491\n",
" STATISTICS_VALID_PERCENT=100\n",
"Band 2 Block=24492x1 Type=Float32, ColorInterp=Undefined\n",
" Minimum=-99.771, Maximum=-99.170, Mean=-99.468, StdDev=0.170\n",
" Metadata:\n",
" STATISTICS_MAXIMUM=-99.170288085938\n",
" STATISTICS_MEAN=-99.467780585371\n",
" STATISTICS_MINIMUM=-99.770805358887\n",
" STATISTICS_STDDEV=0.17049617958397\n",
" STATISTICS_VALID_PERCENT=100\n"
]
}
],
"source": [
"!gdalinfo -stats geom_reference/IW3/los_02.rdr.vrt"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"#### Plot results of topo step"
]
},
{
"cell_type": "code",
"execution_count": 31,
"metadata": {
"tags": []
},
"outputs": [
{
"data": {
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",
"text/plain": [
"<Figure size 640x480 with 2 Axes>"
]
},
"metadata": {
"image/png": {
"height": 183,
"width": 580
}
},
"output_type": "display_data"
}
],
"source": [
"path = 'geom_reference/IW3/hgt_01.rdr'\n",
"da = xr.open_dataarray(path, parse_coordinates=False, engine='rasterio')\n",
"\n",
"plt.imshow(da.sel(band=1), aspect=1)\n",
"plt.title(path)\n",
"plt.xlabel('Range (pixel)')\n",
"plt.ylabel('Azimuth (pixel')\n",
"\n",
"cb = plt.colorbar(orientation='horizontal', shrink=0.5);\n",
"cb.set_label('Elevation (m)')"
]
},
{
"cell_type": "code",
"execution_count": 32,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 2 Axes>"
]
},
"metadata": {
"image/png": {
"height": 183,
"width": 580
}
},
"output_type": "display_data"
}
],
"source": [
"path = 'geom_reference/IW3/los_01.rdr'\n",
"da = xr.open_dataarray(path, parse_coordinates=False, engine='rasterio')\n",
"\n",
"plt.imshow(da.sel(band=1), aspect=1)\n",
"plt.title(path)\n",
"plt.xlabel('Range (pixel)')\n",
"plt.ylabel('Azimuth (pixel')\n",
"\n",
"cb = plt.colorbar(orientation='horizontal', shrink=0.5);\n",
"cb.set_label('Incidence (degrees)')"
]
},
{
"cell_type": "code",
"execution_count": 33,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 2 Axes>"
]
},
"metadata": {
"image/png": {
"height": 183,
"width": 580
}
},
"output_type": "display_data"
}
],
"source": [
"path = 'geom_reference/IW3/los_01.rdr'\n",
"da = xr.open_dataarray(path, parse_coordinates=False, engine='rasterio')\n",
"\n",
"plt.imshow(da.sel(band=2), aspect=1)\n",
"plt.title(path)\n",
"plt.xlabel('Range (pixel)')\n",
"plt.ylabel('Azimuth (pixel')\n",
"\n",
"cb = plt.colorbar(orientation='horizontal', shrink=0.5);\n",
"cb.set_label('Azimuth Angle (degrees)')"
]
},
{
"cell_type": "code",
"execution_count": 34,
"metadata": {
"hidden": true
},
"outputs": [],
"source": [
"# Alternatively, this repository includes code for customized plots:\n",
"\n",
"import customPlots as cp\n",
"# cp.plotdata('geom_reference/IW3/hgt_01.rdr', band=1,\n",
"# title='IW3: Height of Burst 1 [meter]',\n",
"# colormap='terrain')\n",
"# cp.plotdata('geom_reference/IW3/los_01.rdr', band=1,\n",
"# title='IW3: Incidence angle of Burst 1 [degrees]',\n",
"# colormap='jet')\n",
"# cp.plotdata('geom_reference/IW3/los_01.rdr', band=2,\n",
"# title='IW3: Azimuth angle of Burst 1 [degrees]',\n",
"# colormap='jet')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### 3.4 Enhanced spectral diversity"
]
},
{
"cell_type": "code",
"execution_count": 35,
"metadata": {
"tags": []
},
"outputs": [],
"source": [
"!topsApp.py --start=subsetoverlaps --end=esd &> subsetoverlaps.log"
]
},
{
"cell_type": "code",
"execution_count": 36,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
" Initializing Sinc interpolator\n",
" Azimuth Carrier Poly\n",
" Range Carrier Poly\n",
" Range offsets poly\n",
" Azimuth offsets poly\n",
" Doppler poly\n",
" Reading in the image\n",
" At line 1000\n",
" Interpolating image\n",
" Elapsed time: 14.8359375 \n"
]
}
],
"source": [
"!tail subsetoverlaps.log"
]
},
{
"cell_type": "markdown",
"metadata": {
"heading_collapsed": true,
"hidden": true
},
"source": [
"#### 3.4.1 Step subsetoverlaps"
]
},
{
"cell_type": "markdown",
"metadata": {
"hidden": true
},
"source": [
"Due to the large doppler frequency variation inherent to the TOPS acquisition mode, images supporting interferometry must be coregistered in the azimuth direction to better than 0.001 pixels, compared to regular stripmap data (0.1 of a pixel). While conventional cross-correlation of the amplitude works for the range direction, it does not provide sufficient accuracy for azimuth. The solution is to apply an Enhanced Spectral Diversity (ESD) approach to estimate the azimuth coregistration. In ESD processing, a double difference interferogram is made between the **reference** and **secondary** in the burst overlap region. As the range displacement is cancelled out, this interferogram will only show azimuthal motion. In absence of large ground deformation this azimuthal motion can be interpreted as an azimuthal coregistration offset. \n",
"\n",
"The following processing steps up to ESD are specific to burst overlap regions alone. \n",
"\n",
"By running the **subsetoverlaps** step, the top and bottom overlap between bursts is computed for the reference geometry. The information is then stored within the *overlaps* folder of the reference directory. \n",
"\n",
"Note, the nomenclature \"top\" and \"bottom\" can be confusing. In this case, it is **not** referring to the top and bottom of the burst. It is referring to burst *n* as \"top\" and burst *n+1* as \"bottom\", visualizing it as the earlier image being laid on top of the later image, which is on the bottom. \n",
"\n",
"![title](support_docs/esd.png)\n",
"(Figure from Fattahi et. al., SCEC)"
]
},
{
"cell_type": "code",
"execution_count": 37,
"metadata": {
"hidden": true
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"reference/overlaps/bottom_IW3.xml reference/overlaps/top_IW3.xml\n",
"\n",
"reference/overlaps/IW3:\n",
"burst_bot_01_02.slc.vrt burst_bot_03_04.slc.vrt burst_top_02_03.slc.vrt\n",
"burst_bot_01_02.slc.xml burst_bot_03_04.slc.xml burst_top_02_03.slc.xml\n",
"burst_bot_02_03.slc.vrt burst_top_01_02.slc.vrt burst_top_03_04.slc.vrt\n",
"burst_bot_02_03.slc.xml burst_top_01_02.slc.xml burst_top_03_04.slc.xml\n"
]
}
],
"source": [
"!ls reference/overlaps/*"
]
},
{
"cell_type": "markdown",
"metadata": {
"hidden": true
},
"source": [
"For each subswath being processed, you will find a *bottom_IW[].xml* and a *top_IW[].xml* file, associated with the overlap region in the the bottom and top overlapping bursts, respectively. Like before, only a IW3 folder is present for this tutorial. If you explore the file, you will find additional information such as the FM rate and the doppler information.\n",
"```\n",
" vim reference/overlaps/bottom_IW3.xml\n",
"```\n",
"Within the *overlaps* directory you will also find for each processed subswath a folder containing the cropped SLC's for each burst overlap region. The convention for top and bottom is as follows:\n",
"- Burst_bot_01_02.slc and Burst_top_01_02.slc both refer to the same burst overlap region, where:\n",
" - Burst_bot_01_02.slc is the part of burst 2 (bot burst)\n",
" - Burst_top_01_02.slc is the part of burst 1 (top burst)\n",
"- Burst_bot_02_03.slc and Burst_top_02_03.slc both refer to the same burst overlap region, where:\n",
" - Burst_bot_02_03.slc is the part of burst 3\n",
" - Burst_top_02_03.slc is the part of burst 2\n",
"- etc...\n",
"\n",
"Though the overlap is not large, we will try to visualize the overlap by comparing:\n",
"- Burst_bot_01_02.slc and Burst_top_01_02.slc\n",
"\n",
"Can you spot the overlap with respect to the full burst?"
]
},
{
"cell_type": "code",
"execution_count": 38,
"metadata": {
"hidden": true
},
"outputs": [
{
"data": {
"image/png": 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