diff --git a/applications/closure_phase_bias.ipynb b/applications/closure_phase_bias.ipynb index 6acd875..2026491 100644 --- a/applications/closure_phase_bias.ipynb +++ b/applications/closure_phase_bias.ipynb @@ -23,7 +23,7 @@ "id": "d8b096a1", "metadata": {}, "source": [ - "In the following, we use the Barstow-Bristol Trough, CA dataset (as shown in Zheng et al., 2022) as an example to illustrate the use of `closure_phase_bias.py`. This dataset includes interferograms generated from 153 Sentinel-1 A/B SAR images at descending orbit 173 using [ISCE2](https://github.com/isceframework/isce2) [topsStack](https://github.com/isce-framework/isce2/tree/main/contrib/stack/topsStack) processor (Rosen et al., 2012; Fattahi et al., 2017) developed at JPL/Caltech. The stack of interferograms is freely available on Zenodo at: https://doi.org/10.5281/zenodo.6558341 (size: 13 GB).\n", + "In the following, we use the Barstow-Bristol Trough, CA dataset (as shown in Zheng et al., 2022) as an example to illustrate the use of `closure_phase_bias.py`. This dataset includes interferograms generated from 153 Sentinel-1 A/B SAR images at descending orbit 173 using [ISCE2](https://github.com/isce-framework/isce2) / [topsStack](https://github.com/isce-framework/isce2/tree/main/contrib/stack/topsStack) processor (Rosen et al., 2012; Fattahi et al., 2017) developed at JPL/Caltech. The stack of interferograms is freely available on Zenodo at: https://doi.org/10.5281/zenodo.6558341 (size: 13 GB).\n", "\n", "The average velocity maps of bw-1, bw-5, and bw-10 are shown in the figure below (right). Note that there are systematic descrepancies in these velocity maps. These descrepancies result from temporally inconsistent processes. We can use `closure_phase_bias.py` to estimate and remove these descrepancies.\n", "\n", @@ -60,7 +60,6 @@ "cell_type": "markdown", "id": "f2844294", "metadata": { - "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ @@ -84,7 +83,7 @@ "source": [ "%matplotlib inline\n", "import os\n", - "from mintpy import view\n", + "from mintpy.cli import view\n", "\n", "# define and go to the work directory\n", "work_dir = os.path.expanduser('~/data/DrylakeSenD173/mintpy')\n", @@ -102,7 +101,6 @@ "cell_type": "markdown", "id": "307a76f2", "metadata": { - "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ @@ -214,7 +212,6 @@ "cell_type": "markdown", "id": "e5b48e43", "metadata": { - "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ @@ -416,7 +413,6 @@ "cell_type": "markdown", "id": "a6690f43", "metadata": { - "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ @@ -837,7 +833,6 @@ "cell_type": "markdown", "id": "8465fba6", "metadata": { - "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ @@ -1565,7 +1560,6 @@ "cell_type": "markdown", "id": "36125751", "metadata": { - "jp-MarkdownHeadingCollapsed": true, "tags": [] }, "source": [ diff --git a/applications/coherence_change_detection.ipynb b/applications/coherence_change_detection.ipynb index 0d569aa..7107314 100644 --- a/applications/coherence_change_detection.ipynb +++ b/applications/coherence_change_detection.ipynb @@ -50,7 +50,6 @@ "from skimage import exposure\n", "\n", "# mintpy modules\n", - "from mintpy import geocode, save_kmz\n", "from mintpy.objects import ifgramStack\n", "from mintpy.utils import readfile, writefile, utils as ut\n", "\n", @@ -612,14 +611,13 @@ "######################## GEOCODE RESULTS ##################################\n", "#######################################################################################\n", "\n", - "geocode.main(f'cohChange_Fernandina-0917.h5 -l {geom_file}'.split())\n", + "!geocode.py cohChange_Fernandina-0917.h5 -l $geom_file\n", "\n", "#######################################################################################\n", "##################### EXPORT RESULTS TO KMZ ###############################\n", "#######################################################################################\n", "%matplotlib notebook\n", - "save_kmz.main('geo_cohChange_Fernandina-0917.h5 CCD_diff-092017 \\\n", - " --cbar-label Eruption-Sep2017 -u CCD -c magma_r'.split())" + "!save_kmz.py geo_cohChange_Fernandina-0917.h5 CCD_diff-092017 --cbar-label Eruption-Sep2017 -u CCD -c magma_r" ] }, { @@ -662,7 +660,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.12" + "version": "3.8.13" } }, "nbformat": 4, diff --git a/applications/plot_gps_quiver.ipynb b/applications/plot_gps_quiver.ipynb index d94dbfb..de157a4 100644 --- a/applications/plot_gps_quiver.ipynb +++ b/applications/plot_gps_quiver.ipynb @@ -26,11 +26,12 @@ "import os\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", + "\n", "from mintpy.defaults.plot import *\n", "from mintpy.objects.gps import search_gps, GPS\n", "from mintpy.objects import sensor\n", "from mintpy.utils import utils as ut\n", - "from mintpy import view\n", + "from mintpy.view import prep_slice, plot_slice\n", "\n", "# input\n", "date12 = '20180706_20180712'\n", @@ -140,7 +141,7 @@ "cmd = 'view.py {} unwrapPhase-{} -m {} -d {} '.format(ifgram_file, date12, mask_file, geom_file)\n", "cmd += '--sub-lat -0.87 -0.77 --sub-lon -91.20 -91.08 '\n", "cmd += '--notitle -u cm -c jet_r --nocbar --lalo-label --lalo-max-num 3 --noverbose '\n", - "dv, atr, inps = view.prep_slice(cmd)\n", + "dv, atr, inps = prep_slice(cmd)\n", "print('Done.')" ] }, @@ -178,13 +179,13 @@ "# Horizontal\n", "ax = axs[0]\n", "inps.lalo_loc = [1,0,0,1]\n", - "ax, inps, im = view.plot_slice(ax, dv, atr, inps)[0:3]\n", + "ax, inps, im = plot_slice(ax, dv, atr, inps)[0:3]\n", "q = ax.quiver(gps_lons, gps_lats, dis_e, dis_n, zorder=10, units='width', pivot='tail')\n", "ax.quiverkey(q, X=0.1, Y=0.9, U=key_length, label='GPS horz = {:.0f} {}'.format(key_length, inps.disp_unit), labelpos='E', coordinates='figure')\n", "# Vertical\n", "ax = axs[1]\n", "inps.lalo_loc = [0,0,0,1]\n", - "ax, inps, im = view.plot_slice(ax, dv, atr, inps)[0:3]\n", + "ax, inps, im = plot_slice(ax, dv, atr, inps)[0:3]\n", "q = ax.quiver(gps_lons, gps_lats, np.zeros(len(gps_lats)), dis_u, zorder=10, units='width', pivot='tail')\n", "ax.quiverkey(q, X=0.53, Y=0.9, U=key_length, label='GPS vert = {:.0f} {}'.format(key_length, inps.disp_unit), angle=90, labelpos='E', coordinates='figure')\n", "\n", @@ -211,7 +212,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -225,9 +226,9 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.7" + "version": "3.8.13" } }, "nbformat": 4, - "nbformat_minor": 2 + "nbformat_minor": 4 } diff --git a/applications/stripmapApp_postProc.ipynb b/applications/stripmapApp_postProc.ipynb index 06a4c24..e23e613 100644 --- a/applications/stripmapApp_postProc.ipynb +++ b/applications/stripmapApp_postProc.ipynb @@ -35,9 +35,11 @@ "import time\n", "from datetime import datetime as dt\n", "from decimal import Decimal\n", + "\n", "import h5py\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", + "\n", "from mintpy.utils import readfile, writefile, utils as ut\n", "\n", "work_dir = os.path.expanduser(\"~/insarlab/Others/Koae4shuangyu/\")\n", @@ -111,9 +113,7 @@ { "cell_type": "code", "execution_count": 3, - "metadata": { - "scrolled": false - }, + "metadata": {}, "outputs": [ { "name": "stdout", @@ -158,11 +158,13 @@ "source": [ "# geocoding\n", "for in_file, out_file in zip(in_files, out_files):\n", - " cmd = \"geocode.py {f} -l {l} -b {b} -o {o} --lat-step -{s} --lon-step {s}\".format(f=in_file,\n", - " l=geom_file, \n", - " b=SNWE,\n", - " o=out_file,\n", - " s=step)\n", + " cmd = \"geocode.py {f} -l {l} -b {b} -o {o} --lat-step -{s} --lon-step {s}\".format(\n", + " f=in_file,\n", + " l=geom_file, \n", + " b=SNWE,\n", + " o=out_file,\n", + " s=step,\n", + " )\n", " print(cmd)\n", " !{cmd}" ] @@ -350,7 +352,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -364,9 +366,9 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.7" + "version": "3.8.13" } }, "nbformat": 4, - "nbformat_minor": 2 + "nbformat_minor": 4 } diff --git a/applications/tropo_gacos.ipynb b/applications/tropo_gacos.ipynb index c4e468d..92bb8e0 100644 --- a/applications/tropo_gacos.ipynb +++ b/applications/tropo_gacos.ipynb @@ -27,9 +27,10 @@ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "from skimage.transform import resize\n", + "\n", "from mintpy.objects import timeseries\n", "from mintpy.utils import ptime, readfile, utils as ut\n", - "from mintpy import view\n", + "from mintpy.cli import view\n", "\n", "# GACOS product directory\n", "ztd_dir = os.path.expanduser('~/insarlab/Kirishima/AlosAT424F620_630/GACOS')\n", @@ -303,7 +304,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -317,7 +318,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.7" + "version": "3.8.13" } }, "nbformat": 4, diff --git a/applications/water_mask.ipynb b/applications/water_mask.ipynb index 0fcde5b..adf2ccf 100644 --- a/applications/water_mask.ipynb +++ b/applications/water_mask.ipynb @@ -21,18 +21,17 @@ "name": "stdout", "output_type": "stream", "text": [ - "Go to directory /Users/yunjunz/insarlab/test/FernandinaSenDT128/mintpy\n" + "Go to directory /Users/yunjunz/data/test/FernandinaSenDT128/mintpy\n" ] } ], "source": [ - "## Examples to generate water mask.\n", "%matplotlib inline\n", "import os\n", "import matplotlib.pyplot as plt\n", - "from mintpy import view, geocode\n", + "from mintpy.cli import view\n", "\n", - "work_dir = os.path.expanduser('~/insarlab/test/FernandinaSenDT128/mintpy')\n", + "work_dir = os.path.expanduser('~/data/test/FernandinaSenDT128/mintpy')\n", "os.chdir(work_dir)\n", "print('Go to directory', work_dir)" ] @@ -47,26 +46,34 @@ { "cell_type": "code", "execution_count": 2, - "metadata": {}, + "metadata": { + "tags": [] + }, "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "view.py ./inputs/geometryRadar.h5 height --noverbose\n" + ] + }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ + "setenv: Variable name must contain alphanumeric characters.\n", "input geometry file: INPUTS/geometryRadar.h5\n", - "read INPUTS/geometryRadar.h5\n", + "read INPUTS/geometryRadar.h5 height\n", "create initial mask with the same size as the input file and all = 1\n", "all pixels with nan value = 0\n", "exclude pixels with value < -5.5\n", @@ -74,19 +81,18 @@ "create HDF5 file: waterMask.h5 with w mode\n", "create dataset /mask of bool in size of (450, 600) with compression=None\n", "finished writing to waterMask.h5\n", - "time used: 00 mins 0.0 secs.\n" + "time used: 00 mins 0.1 secs.\n", + "view.py waterMask.h5 -c gray --noverbose\n" ] }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -98,8 +104,8 @@ "# Let's say here the maximum height value on the water you found is -6 m\n", "\n", "# 2. run generate_mask.py to create a mask based on the threshold\n", - "!generate_mask.py INPUTS/geometryRadar.h5 -m -5.5 -o waterMask.h5\n", - "view.main('waterMask.h5 --noverbose'.split())" + "!generate_mask.py INPUTS/geometryRadar.h5 height -m -5.5 -o waterMask.h5\n", + "view.main('waterMask.h5 -c gray --noverbose'.split())" ] }, { @@ -118,58 +124,102 @@ "name": "stdout", "output_type": "stream", "text": [ - "geocode.py /Users/yunjunz/insarlab/DEM/swbdLat_S01_N00_Lon_W092_W091.wbd -l inputs/geometryRadar.h5 -o waterBody.h5 --geo2radar\n", + "view.py /Users/yunjunz/data/aux/DEM/swbdLat_S01_N00_Lon_W092_W091.wbd -c gray --noverbose\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "setenv: Variable name must contain alphanumeric characters.\n", "number of processor to be used: 1\n", + "resampling software: pyresample\n", + "read latitude / longitude from lookup table file: inputs/geometryRadar.h5\n", + "input pixel size in (lat, lon) in degree: [-0.0002777777777777778, 0.0002777777777777778]\n", + "input area extent in (S, N, W, E) in degree: (-0.9998611111111111, 0.0001388888888888889, -92.00013888888888, -91.00013888888888)\n", "--------------------------------------------------\n", - "resampling file: /Users/yunjunz/insarlab/DEM/swbdLat_S01_N00_Lon_W092_W091.wbd\n", - "reading swbdLat_S01_N00_Lon_W092_W091 from swbdLat_S01_N00_Lon_W092_W091.wbd ...\n", - "input source data is not float, change fill_value from NaN to 0.\n", - "nearest resampling with kd_tree using 1 processor cores in 0 segments ...\n", - "delete exsited file: waterBody.h5\n", + "resampling file: /Users/yunjunz/data/aux/DEM/swbdLat_S01_N00_Lon_W092_W091.wbd\n", + "--------------------------------------------------\n", + "grab dataset structure from ref_file: /Users/yunjunz/data/aux/DEM/swbdLat_S01_N00_Lon_W092_W091.wbd\n", "create HDF5 file: waterBody.h5 with w mode\n", - "create dataset /swbdLat_S01_N00_Lon_W092_W091 of int8 in size of (450, 600) with compression=None\n", - "finished writing to waterBody.h5\n", - "time used: 00 mins 2.3 secs.\n", + "create dataset : band1 of uint8 in size of (450, 600) with compression = None\n", + "close HDF5 file: waterBody.h5\n", + "--------------------------------------------------\n", + "reading band1 in block (0, 0, 3600, 3600) from swbdLat_S01_N00_Lon_W092_W091.wbd ...\n", + "input source data is NOT float, change fill_value from NaN to 0.\n", + "nearest resampling with pyresample.kd_tree using 1 CPU cores in 1 segments ...\n", + "write data in block [0, 450, 0, 600] to file: waterBody.h5\n", + "time used: 00 mins 3.0 secs.\n", "\n", - "input swbdLat_S01_N00_Lon_W092_W091 file: waterBody.h5\n", + "view.py waterBody.h5 -c gray --flip-lr --noverbose\n" + ] + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "setenv: Variable name must contain alphanumeric characters.\n", + "input .wbd file: waterBody.h5\n", "read waterBody.h5\n", "create initial mask with the same size as the input file and all = 1\n", "all pixels with nan value = 0\n", - "exclude pixels with value < -0.5\n", + "exclude pixels with value > 0.5\n", "delete exsited file: waterMask.h5\n", "create HDF5 file: waterMask.h5 with w mode\n", "create dataset /mask of bool in size of (450, 600) with compression=None\n", "finished writing to waterMask.h5\n", - "time used: 00 mins 0.0 secs.\n" + "time used: 00 mins 0.0 secs.\n", + "view.py waterMask.h5 -c gray --flip-lr --noverbose\n" ] }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ "# 1. Downloads water body mask from USGS using wbd.py\n", "# This will create file swbdLat_S01_N00_Lon_W092_W091.wbd in the current directory, or in $DEMDB if it's defined.\n", - "# The file contains -1 for water and 0 for land\n", + "# The file contains 255 for water and 0 for land\n", "!wbd.py -1 0 -92 -91 #S N W E in degrees\n", + "wbd_file = os.path.expandvars('${DEMDB}/swbdLat_S01_N00_Lon_W092_W091.wbd')\n", + "view.main(f'{wbd_file} -c gray --noverbose'.split())\n", "\n", "# 2. Convert to radar coordinates\n", "# This will radar-code the downloaded swbdLat_S01_N00_Lon_W092_W091.wbd into waterBody.h5 file.\n", - "!geocode.py $DEMDB/swbdLat_S01_N00_Lon_W092_W091.wbd -l inputs/geometryRadar.h5 -o waterBody.h5 --geo2radar\n", + "!geocode.py $wbd_file -l inputs/geometryRadar.h5 -o waterBody.h5 --geo2radar\n", + "view.main('waterBody.h5 -c gray --flip-lr --noverbose'.split())\n", "\n", "# 3. Adjust value for MintPy: 0 for water and 1 for land\n", "# This will generate waterMask.h5 from waterBody.h5 file.\n", - "!generate_mask.py waterBody.h5 -m -0.5 -o waterMask.h5\n", - "view.main('waterMask.h5 --flip-lr --noverbose'.split())" + "!generate_mask.py waterBody.h5 --max 0.5 -o waterMask.h5\n", + "view.main('waterMask.h5 -c gray --flip-lr --noverbose'.split())" ] }, { @@ -182,7 +232,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -196,9 +246,9 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.9" + "version": "3.8.13" } }, "nbformat": 4, - "nbformat_minor": 2 + "nbformat_minor": 4 }