From 12cfc23ccc1c40512863c1223cb35af0b1f22a1c Mon Sep 17 00:00:00 2001 From: Zhang Yunjun Date: Wed, 26 Jul 2023 10:30:13 +0800 Subject: [PATCH] water_mask: radar-code with isce-2 lookup table files (#55) instead of using mintpy lookup table file, to be more flexible and ready to use before loading into mintpy. --- applications/water_mask.ipynb | 200 ++++++++++++++++------------------ 1 file changed, 95 insertions(+), 105 deletions(-) diff --git a/applications/water_mask.ipynb b/applications/water_mask.ipynb index 1a913d5..4457b9b 100644 --- a/applications/water_mask.ipynb +++ b/applications/water_mask.ipynb @@ -6,60 +6,80 @@ "source": [ "## Create water mask in radar coordinate ##\n", "\n", - "This notebook show two ways of generating water mask in radar coordinates to facilitate InSAR processing in MintPy:\n", + "This notebook shows two ways of generating water mask in radar coordinates to facilitate InSAR processing in MintPy:\n", "\n", - "1. Using `generate_mask.py` based on DEM in radar coordiantes with `manually` selected threshold in height.\n", - "2. Using `wbd.py` from ISCE to download water mask in geo coordinates and radar-code it using geocode.py from MintPy." + "1. Using `wbd.py` from ISCE to download water mask in geo coordinates and radar-code it using `geocode.py` from MintPy.\n", + "2. Using `generate_mask.py` based on DEM in radar coordiantes with `manually` selected threshold in height." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Go to directory /Users/yunjunz/data/test/FernandinaSenDT128/mintpy\n" - ] - } - ], + "outputs": [], "source": [ "%matplotlib inline\n", "import os\n", "import matplotlib.pyplot as plt\n", - "from mintpy.cli import view\n", - "\n", - "work_dir = os.path.expanduser('~/data/test/FernandinaSenDT128/mintpy')\n", - "os.chdir(work_dir)\n", - "print('Go to directory', work_dir)" + "from mintpy.cli import view" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Option 1: Thresholding DEM in radar coordinates using `generate_mask.py`" + "## Option 1: Download water mask using `wbd.py` from ISCE and radar-code it" ] }, { "cell_type": "code", "execution_count": 2, - "metadata": { - "tags": [] - }, + "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "view.py ./inputs/geometryRadar.h5 height --noverbose\n" + "Go to directory /Users/yunjunz/data/test/FernandinaSenDT128/merged/geom_reference\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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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "number of processor to be used: 1\n", + "resampling software: pyresample\n", + "read latitude / longitude from lookup table file: lat.rdr\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/data/aux/DEM/swbdLat_S01_N00_Lon_W092_W091.wbd\n", + "--------------------------------------------------1/1\n", + "reading band1 in block (0, 0, 3600, 3600) from swbdLat_S01_N00_Lon_W092_W091.wbd ...\n", + "nearest resampling with pyresample.kd_tree using 1 CPU cores in 1 segments ...\n", + "write file: waterBody.rdr\n", + "write file: waterBody.rdr.rsc\n", + "write file: waterBody.rdr.xml\n", + "write file: waterBody.rdr.vrt\n", + "time used: 00 mins 1.3 secs.\n", + "\n", + "view.py waterBody.rdr -c gray --flip-lr --noverbose\n" ] }, { "data": { - "image/png": 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\n", 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", 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" ] @@ -71,23 +91,20 @@ "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 height\n", + "input .wbd file: waterBody.rdr\n", + "read waterBody.rdr\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", - "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 0.1 secs.\n", - "view.py waterMask.h5 -c gray --noverbose\n" + "exclude pixels with value > 0.5\n", + "write file: waterMask.rdr\n", + "write file: waterMask.rdr.rsc\n", + "time used: 00 mins 0.0 secs.\n", + "view.py waterMask.rdr -c gray --flip-lr --noverbose\n" ] }, { "data": { - "image/png": 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H9xIAAACecOLECQ0YMOCi5erq6nT55Zfr1KlTbq0/ISFBR48e9WsID/gAXldXJ0m2u9g5YrFYJEm1tbUOly9fvly/+MUvPL9zAAAg6FVXV/tsW3FxcQGxH4GopqZGKSkpuvTSS10q39DQoFOnTunEiROKjY11axvW7s3+EvAB3PrH6ejrBWvrdkxMjMPlixcv1vz5823/t/7xAQAAYmNjZTKZ5M9xKQJ8TAyfcrd7cGxsrMsBPFAEfAC/WPeS1sucdVOxWCy2VnIAAIDWrIGvbfDzdCjmd2ewCvhRUAYOHChJKisrU1NTk8MypaWldmUBAAC6ypOBmfCN1gI+gA8bNkxRUVGqq6tTYWFhu+WNjY3at2+fJCk7O9vXuwcAAEKYL4Iz3U/CT8AH8NjYWI0ZM0aS9NJLL7Vb/vrrr6umpkZ9+vTRqFGjfLx3AAAg1JlMJq8GcVrHw0/AB3BJeuyxx2QymfSb3/xGGzZssM0/ePCg7ceVixYt6nCkFAAAgK7obFAmYKOtoAjgOTk5ys3NVUtLi2bMmKGMjAwNHTpUw4cP15dffqmJEyfqZz/7mb93EwAAhDjCNDwhKAK4dKEVfMuWLbrppptUUVGhI0eO6Jvf/Kaef/55vfnmm+rWrZu/dxEAAIQBd0K4q2UJ9uEl4IchbG3SpEmaNGmSv3cDAACEOVfGDXc3VPt7LHL4TtC0gAMAAAQSRwHb+oNN+oujI0HVAg4AABBICMzoDFrAAQAAAgihPvQRwAEAAAKMt8ceh3/RBQUAACBAOQvh/FgzuNECDgAAAPgQARwAACDI0D0luBHAAQAAAB8igAMAAAA+RAAHAAAIQnRDCV4EcAAAgCBFCA9OBHAAAIAgRggPPgRwAAAAwIcI4AAAAIAPEcABAACCHN1Qggu3ogcAhAVnt+4muADwNVrAAQAhz1n4ti7raLm3tgsgfBHAAQCQa0HcWsbVctbHgC/wbU7woAsKACBkGIZhCyGdDb7u1GtdtqvbBRA+COAAgKDWNvD6KgD7a7tAR0wmE8/FIEAXFABAQHLU3YNgASAU0AIOAPArR6HaZDLZteQFcwinXy6AtmgBBwD4TOtA7a+RSXyJ8A3AEQI4AMCr2nYlCebW7ItpG7hD7fgAeAYBHADgFaHSiu0OR8cbbn8D+B/fvAQ+AjgAwOMInfb4e8DXCOGBjR9hAgA8irDpOW3/loQquIMhCQMXLeAAAPhAZ4KQK33KO+pjDyAw0QIOAPAIgp9vuPp3tpaj1Ty80QoemAjgAIAu4eLumtZByJ1Q7E6AutiPQDu7Dwhu1nPNazVwEMABAG7hIt45Fxt+0ZOB2Nk56mgfCOSA7xDAAQBOEbZ9xzAMhyHYF+eA8B0eWp9nXtv+RQAHACBA+CsUOQv/CF30Dfcvn46CMmvWLJlMpg6nuro6h3ULCgo0ZcoUxcfHKyYmRkOGDFFubq7T8gAABCt/hGHCWPhpm8HgO35pAR84cKD69evncFlERPvPBK+99pruvvtuNTc3Kzk5WSkpKTp06JAef/xxbdmyRTt37lT37t29vdsAEDYIY/7l67+/tTWUlvDwxo81fccvAfzRRx/VrFmzXCp77NgxzZkzR83NzVq5cqUWLFggk8mk48eP6+abb9a+ffu0aNEi/epXv/LuTgMAEKIIXGiN7ineF/A34lm1apXq6+s1btw4LVy40Pbp7LLLLtNvf/tbSdKLL76oL7/80p+7CQAhgwtveGt7Yx8AnhfQAdwwDG3evFmSNGfOnHbLR44cqUGDBqmxsVFvvvmmr3cPAEIKoQtt8ZwIX3RF8i6/BPCNGzfq1ltv1U033aTp06frhRdeUHV1dbtyZWVlKi8vlyTl5OQ4XJd1/t69e723wwAQwghZuJjWreI8V4Cu80sf8Lffftvu/3/84x/1xBNPaP369brlllts80tKSiRJFotFSUlJDteVnp5uVxYA4DrCFDrD1R9rctdNwDGftoBnZGToqaee0sGDB1VTU6OzZ89q27Ztys7OVmVlpW699Vbt37/fVr6yslKS1LNnT6cv3l69etmVdaS+vl41NTV2EwCEM1oy0VXOnkOOWsppPQ9OfHDyHp+2gP/85z9vN2/s2LG64YYbdP311+t///d/9fDDD2vHjh2SZBvj22w2O12nxWKRJNXW1jots3z5cv3iF7/oyq4DQMggBMGTXH0+tR7q0Pp/IFwFxI8wzWazcnNzJUk7d+60tWZHR0dLkhoaGpzWra+vlyTFxMQ4LbN48WJVV1fbphMnTnhq1wEAgAv44Af8W0AEcEm67rrrJEktLS0qLS2V9O/uJVVVVU5fuNawbi3riMViUWxsrN0EAOGELgAINDwfAx/nx3sCJoBHRUXZHjc1NUm6cMdM6UIr98mTJx3Ws4Z1a1kAABA8CHkIRwETwA8fPmx7PGDAAElSamqqEhISJEn5+fkO61nnZ2dne3kPASC4WIMNAQeBjm9oAhP99L0nYAL4s88+K0kaNGiQkpOTJV048VOnTpUkvfTSS+3q7N69W8XFxYqKitLkyZN9t7MAEOAI3whWPGcDCyHcO3wWwP/2t79p8eLFOnr0qN386upqzZs3Txs2bJAkPf7443bLFy5cKLPZrG3btmnVqlW2F+bx48c1e/ZsSdLcuXNtLeUAAABAIDMZPvqo+ec//9nWmp2cnKykpCQ1Njbq008/VUNDg0wmkx5//HEtXbq0Xd1XXnlFP/zhD9XS0qLk5GT169dPhw4dUmNjozIzM/X++++rR48eLu9LTU2N4uLiPHVoABBwaEVEMKPVNfC0vfmSN95jrPmsurrapQEz3C3f2Tre4LMW8MzMTD322GO66aab1K1bNx06dEjFxcVKTk7WzJkzVVBQ4DB8S9LMmTP14YcfatKkSaqtrdWnn36q9PR0LV26VLt27XIrfAMAgMBGf/DA0/ZDER+SusZnLeCBhBZwAKEsDN/WEcIIesHBE+87tIADAIIS4Ruhhud0cOCDknsI4AAAIKARwhFqCOAAACDgMVZ44KMV3HUEcAAAAHgEIdw1BHAAABBUaAVHsCOAA0CIIJQgnNAdBcEs0t87AABwX+vgYTKZCCIAEERoAQeAINM2bBO+Ea7ob4xgRQAHgCBC2AYuIHwHLpPJxPm5CAI4AAAIOnwYDXyEcOcI4AAQJAgcgD1eE4GPEO4YP8IEAACA17QN4XxwIoADQEDjQgV0zNFrhFbXwEYgpwsKAASscLwoAZ7AGOHBJRw/MBHAASAAER4AIHQRwAEgAFhb7Gi5AzyH11LwCLdWcPqAA4CPEQoAILwRwAHABwjdAAArAjgAeBHBGwDQFgEcADyIwA0EJsMwwq6fcbCJi4vz9y74DAEcANxgvYhbg7b1gk7wBgJT69dm29ct4C8EcABwgaOLeNvHAAC4ggAOAG0QqoHQRncU+BvjgANAK4RvIDzwWoc/EcABQNy6GghHvObhL3RBARDWuAAD4Y0fZsIfCOAAQl7rCyyBG4Aj9AuHLxHAAYQ0RiwB4KrW7xGEcXgTfcABhCT6dAPoCt4/4E20gAMIKVw0AQCBjhZwAAAAB/hAD2+hBRxA0OMiCcBb+HEmvIEWcABBi37eAHyB9xl4GgEcQFDiggjAl3jPgSe5HcCPHj2qtWvX6p577tHQoUMVGRkpk8mkZcuWXbRuQUGBpkyZovj4eMXExGjIkCHKzc1VXV1dh/WKiop01113KTExUdHR0crIyNCCBQtUVVXl7u4DAAAAfuV2H/DVq1dr9erVbm/otdde0913363m5mYlJycrJSVFhw4d0uOPP64tW7Zo586d6t69e7t6eXl5mjhxompraxUfH6+rrrpKxcXFevbZZ7V582bt3r1b/fv3d3t/AAQnWqEAAMHO7Rbwvn37atKkSfrlL3+pd955R9OmTbtonWPHjmnOnDlqbm7WypUrdeLECRUWFqqkpERXXnml9u3bp0WLFrWrd/bsWd15552qra3VvHnz9MUXX+jAgQMqKytTTk6OSktLNWfOHHcPAUAQor83AH/jfQgeY3TR3XffbUgycnNznZa5//77DUnGuHHj2i3Lz883JBlRUVHGqVOn7JatXLnSkGQMHjzYaGpqslt2/PhxIzIy0pBkHDhwwK19rq6uNiQxMTEFwQQAgcjf742hPFVXV7t0Dqx5ztXyna3jDV7/EaZhGNq8ebMkOWytHjlypAYNGqTGxka9+eabdss2bdokSZo1a5a6detmtyw1NVVjxoyRJG3cuNEbuw4AAOCQQWs4usDrAbysrEzl5eWSpJycHIdlrPP37t1rm9fU1KQDBw64XQ9A6ODiBgAIRV6/EU9JSYkkyWKxKCkpyWGZ9PR0u7LShX7jjY2NdstdqedIfX296uvrbf+vqalxce8B+APBGwAQyrzeAl5ZWSlJ6tmzp9M7SfXq1cuubNvH1uWu1HNk+fLliouLs00pKSmuHwAAnyJ8AwBCndcDuHWMb7PZ7LSMxWKRJNXW1rar11FdR/UcWbx4saqrq23TiRMnXNt5AD5F+AYQbHjfQmd4vQtKdHS0JKmhocFpGWv3kJiYmHb1rHVb/7+jeo5YLBZbWAcQeLiAAQDCiddbwK3dRKqqqpxeZK1dSFp3NWn92FkXE0f1AAAAgEDm9QA+cOBASRdaq0+ePOmwTGlpqV1ZSUpLS1NUVJTdclfqAQAAAIHM6wE8NTVVCQkJkqT8/HyHZazzs7OzbfMiIyM1fPhwt+sBCC50PwEABLKjR49q7dq1uueeezR06FBFRkbKZDJp2bJlnV6n1wO4yWTS1KlTJUkvvfRSu+W7d+9WcXGxoqKiNHnyZLtlt912myRp3bp1am5utltWVlam7du3S5KmTZvmjV0H4AXWm1dwEwsAQDBYvXq1fvSjH+k3v/mN/v73v7fLpJ3h9QAuSQsXLpTZbNa2bdu0atUq20X3+PHjmj17tiRp7ty5tpZyq/vuu099+/ZVUVGR5s+fbxsXvKKiQjNmzFBTU5PGjx+vzMxMXxwGgC4gcAMAglHfvn01adIk/fKXv9Q777zjmYZfd+9dv2vXLqNPnz62yWKxGJKM7t27280vKyuzq/e73/3OiIiIMCQZycnJxrBhw4yoqChDkpGZmWmcO3fO4fa2b99uREdHG5KM+Ph4IzMz0+jevbshyUhLSzPKy8vdPQSjurrakMTExOSDCQBCnb/fZ0Ntqq6udunvbs1zrpbvbJ227r77bkOSkZub2+l1uN0C3tjYqIqKCttkHQrw/PnzdvPbNs/PnDlTH374oSZNmqTa2lp9+umnSk9P19KlS7Vr1y716NHD4fZGjx6t/fv3a/r06TKZTPrkk0/Uv39/zZ8/X4WFhe1azQH4n0EXEwBhhPc6uMvtccBHjRrV6SfayJEjtWXLFrfrXXXVVdqwYUOntgnAN7gAAQhn1vdAk8kkwzBsd/9uPR+w8vqNeACELkI3ANizvi+2fX9s/X/COAjgADqF8A0ACFY1NTV2//f1XdN9MgoKgNBB324A6BqD4Vj9LiUlRXFxcbZp+fLlPt0+LeAAOsTFAQC8i+4pvnfixAnFxsba/u/L1m+JAA6EtY7e9AneAOB7rX/ACe+JjY21C+C+RgAHwpCjcE3gBgDANwjgQJggYANA4KP1OzwQwIEQReAGgOBDF5TwQAAHQgSBGwBCAzfvCX0MQwgEOYaxAgDAe/Lz89W3b1/b9Ic//EGStHz5crv5J06ccHmdtIADAYQgDQBAYGlsbFRFRUW7+efPn9f58+dt/29ubnZ5nQRwIAAQvAEACEyjRo3y+HWaAA54GGEaAAB0hAAOeAjBGwAAuIIADnQRwRsA4GmMgBLaCOBAB9reqp2wDQDwBcYDD20EcISlzgRpwjcAAPAEAjhCkqObGBCgAQDBgtbv0EYAR8hpHbQJ3QCAYEQXlNBGAEdIIGgDAEJN22sbgTx0EMARdNp2LyF8AwDCQduBARC8Ivy9AwAAAEA4oQUcQaNtSzct3wCAcOVosAEEDwI4vK6zfdgI2AAAdIwgHpwI4PAqRyHalUBO+AYAAKGKAA6vcCdAE7YBAOgahi0MLvwIEx5lGAaBGgAAP+D6GzxoAYdH8KIHAABwDS3g6DLCNwAAgOtoAUenEbwBAADcRwCHSwjbAAAAnkEXFFwU4RsAAMBzaAEPY62DNWNxAwAA+IbbLeBHjx7V2rVrdc8992jo0KGKjIyUyWTSsmXLnNZZunSpTCZTh1NxcbHT+kVFRbrrrruUmJio6OhoZWRkaMGCBaqqqnJ398OGdThAZzfCcXRb97YTAAAILly/g4PbLeCrV6/W6tWrO7WxlJQUpaamOlzWvXt3h/Pz8vI0ceJE1dbWKj4+XldddZWKi4v17LPPavPmzdq9e7f69+/fqf0JRa7ceRIAAIQubsoT+NwO4H379tWkSZM0YsQIZWVl6Te/+Y3eeOMNl+rOnj1bS5cudXlbZ8+e1Z133qna2lrNmzdPzzzzjKKiolRRUaEpU6YoPz9fc+bM0V/+8hd3DyMkEbQBAAACn9sBfMmSJXb//8Mf/uCxnWnr17/+tU6fPq3BgwfrueeeU7du3SRJffr00fr165WRkaG3335bhYWFGj58uNf2I1ARuAEAgCO0gge2gB4FZdOmTZKkWbNm2cK3VWpqqsaMGSNJ2rhxo8/3zZcc9c8mfAMAAAQnn46CkpeXp8OHD6uiokK9e/fWiBEjNHPmTCUkJLQr29TUpAMHDkiScnJyHK4vJydH7777rvbu3evV/fYXQjYAAEDo8WkA/+CDD+z+/8Ybb2jp0qVas2aNZs2aZbfs2LFjamxslCSlp6c7XJ91fklJied3FgAAAPACn3RBSUxM1KOPPqp9+/apoqJC58+fV35+vsaPH6/a2lrNnj1bW7ZssatTWVlpe9yrVy+H67XOb13Wkfr6etXU1NhNgY7WbwAAgNDkkwB+77336sknn9S1116r3r17KyYmRiNHjtTbb7+tqVOnyjAMPfTQQ3ahs66uzvbYbDY7XK/FYpEk1dbWdrj95cuXKy4uzjalpKR44Kg8j/7dAAAAoc+vP8I0mUx6+umnJUmff/65/v73v9uWRUdH2x43NDQ4rF9fXy9JiomJ6XA7ixcvVnV1tW06ceJEV3fdowjdAADA08gWgcvvo6B84xvfUO/evSVJR44csc1v3e3EWRcT63xnXVSsLBaLYmNj7aZAQPAGAADeRM4ITH4P4JIUFRUl6cLIJ1ZpaWm2+aWlpQ7rWecPHDjQy3sIAAAQnAjhgcfvAfzrr7/WV199JUkaMGCAbX5kZKTt5jr5+fkO61rnZ2dne3kvu4ZxvAEAAGDl9wD+3HPPyTAMxcXFKSsry27ZbbfdJklat26dmpub7ZaVlZVp+/btkqRp06b5Zmc7iTtRAQAAwMrrAfzw4cO6//77dfjwYbv5dXV1euqpp7RixQpJ0sMPP9xutJP77rtPffv2VVFRkebPn28bF7yiokIzZsxQU1OTxo8fr8zMTG8fRpeZTCaCOAAA8Au+eQ8sJsPNM5Kfn68pU6bY/n/u3DnV19ere/fudqORfPTRR0pJSdHHH3+sYcOGSZLi4+OVmpoqSSoqKtL58+clSXPmzNHatWsdBtQdO3Zo0qRJqqurs9W31k1LS1NBQYHDO2l2pKamRnFxcW7VcQdPcgAAEGiCpSGwurrapQEzrHnO1fKdreMNbreANzY2qqKiwjZZhwI8f/683Xxrl5G0tDTl5uZq/PjxuuSSS/TZZ5/pk08+Ue/evXX77bfr3Xff1W9+8xunT4rRo0dr//79mj59ukwmkz755BP1799f8+fPV2Fhodvh29sI3wAAINAES/gOF263gIcCb7aAh+GfEwAABLhgCuC0gMMthG8AAABcDAHcQwjfAAAgUJFTAkukv3cg2PGEBgAAgDtoAQcAAAhxwdQHPBwQwAEAAAAfIoB3ETfYAQAAgDsI4AAAACGMhsLAw48wu4gfYQIAgEBE8A5ctIADAAAAPkQA7wJavwEAQKAyDIOsEqAI4J3EExoAAACdQQAHAAAIYTQaBh4CeCfwRAYAAEBnEcABAAAAHyKAAwAAhDi+vQ8sBHAAAADAhwjgncDA9gAAAOgsAjgAAADgQwRwAACAMEA/8MBBAAcAAAB8KNLfOwAAAADv4vdrgYUWcAAAgDBBN5TAQADvJD5JAgCAYGEYhi18t34M/yCAAwAAAD5EAAcAAAB8iADeBXRDAQAAwYpuKP5DAAcAAAB8iADeRSaTiZZwAAAQlGgF9w8COAAAQBhjVBTfI4B7CK3gAAAgmBHCfYcA7kGEcAAAAFwMARwAAADwIQK4h9EKDgAAghXdUHzD7QBuGIZ27dqlhQsX6lvf+pZ69uwps9mspKQkTZs2TXl5eR3WLygo0JQpUxQfH6+YmBgNGTJEubm5qqur67BeUVGR7rrrLiUmJio6OloZGRlasGCBqqqq3D0EryOEAwAAwBmT4eZHnR07dmjMmDGSpIiICF1xxRXq0aOHSkpKdO7cOUnSkiVLlJub267ua6+9prvvvlvNzc1KTk5Wv379dOjQITU2NiorK0s7d+5U9+7d29XLy8vTxIkTVVtbq/j4eKWkpKi4uFjnz59Xenq6du/erf79+7t8DDU1NYqLi3PnsN3GJ0gAABCs/NmYWF1drdjY2IuWs+Y5V8t3to43dKoF/IorrtCaNWv09ddf67PPPlNhYaEqKiq0ePFiSdKyZcv0l7/8xa7esWPHNGfOHDU3N2vlypU6ceKECgsLVVJSoiuvvFL79u3TokWL2m3v7NmzuvPOO1VbW6t58+bpiy++0IEDB1RWVqacnByVlpZqzpw5nTx876EVHAAAAI643QJeU1Oj7t27KzIy0uHyCRMm6J133tHkyZP15ptv2uY/8MADWrNmjcaNG6e//vWvdnV2796tnJwcRUVF6cSJE3at2atWrdKiRYs0ePBgffLJJ+rWrZttWVlZmTIyMtTU1KQDBw5o+PDhLh+Dt1vArWgJBwAAwYYWcO9yuwU8NjbWafiWpLFjx0qS/vGPf9jmGYahzZs3S5LD1uqRI0dq0KBBamxstAvtkrRp0yZJ0qxZs+zCtySlpqbausNs3LjR3UMBAAAAfM7jo6BYf0wZExNjm1dWVqby8nJJUk5OjsN61vl79+61zbO2bLtbL5DQFQUAAAQb690x+SbfOzwawA3D0Ouvvy7JPjCXlJRIkiwWi5KSkhzWTU9PtysrXeg33tjYaLfclXoAAABAoHLel6QT1q5dq48++khms1k//elPbfMrKyslST179nTaItyrVy+7sm0fW5e7Uq+t+vp61dfX2/5fU1NzkSMBAACAdKGBlW/0PctjLeCFhYV68MEHJV0YBSUjI8O2zNotxWw2O61vsVgkSbW1te3qdVTXUb22li9frri4ONuUkpJyscPxKJ60AAAAsPJIAD969KgmTZqkuro6zZgxQwsWLLBbHh0dLUlqaGhwug5rC3XrvuPWeh3VdVSvrcWLF6u6uto2nThx4iJH5Hkmk8k2AQAAIHx1uQvKqVOnNHbsWJWXl2vixIlat25du5Bp7SZSVVXl9GsMaxeS1l1NWj+urKxUYmKiS/XaslgstpbyQGAymfhRAwAAQJjqUgv4mTNnNHbsWH3++ee64YYb9PrrrysqKqpduYEDB0q60Fp98uRJh+sqLS21KytJaWlptvVZl7tSDwAAAJ5Dw6FndTqAnzt3ThMmTNChQ4eUlZWlLVu2OO0GkpqaqoSEBElSfn6+wzLW+dnZ2bZ5kZGRtpvruFMPAAAACFSdCuD19fWaMmWK9u7dq6uuukrvvvuuLr30UqflTSaTpk6dKkl66aWX2i3fvXu3iouLFRUVpcmTJ9stu+222yRJ69atU3Nzs92ysrIybd++XZI0bdq0zhyK39AXHAAABAtyi2e5HcCbm5s1ffp0vffee8rIyNDf/vY39e7d+6L1Fi5cKLPZrG3btmnVqlW2rzKOHz+u2bNnS5Lmzp1raym3uu+++9S3b18VFRVp/vz5tnHBKyoqNGPGDDU1NWn8+PHKzMx091AAAAAAnzMZbnbq2bBhg2bMmCHpQr/rfv36OSyXmJhouymP1SuvvKIf/vCHamlpUXJysvr166dDhw6psbFRmZmZev/999WjR49269qxY4dtlJX4+HilpqaqqKhI58+fV1pamgoKCtoF947U1NQoLi7OjaP2DvpTAQCAQOfr1u/q6mrFxsZetJw1z7lavrN1vMHtUVBa39CmpKTE6R0oL7vssnbzZs6cqSuuuELLly/X7t279emnnyo9PV3f//739fDDD9sNO9ja6NGjtX//fi1btkzvvfeePvnkEyUnJ2vq1KlasmRJhyOgBDLraCiMigIAAAIN3U68x+0W8FAQKC3gbYXhqQAAAAHIn+E7HFrAPXYnTHQdnzQBAIC/kUe8jwAOAAAASYRvXyGABxie+AAAwB/IIL7T5VvRw/NavwDoFw4AABBaaAEHAAAAfIgAHuD4OggAACC0EMABAAAAHyKAAwAAAD5EAA8CdEMBAADexsAPvkMABwAAAHyIAA4AAAD4EAE8SNANBQAAIDQQwIMIIRwAACD4EcABAAAAHyKAAwAAAD4U6e8dAAAAgP8Fa1fXuLg4f++C22gBDzLB+uIAAADABQTwIEQIBwAACF4EcAAAgDBH455vEcABAAAAHyKAByk+qQIAAAQnAjgAAEAYo1HP9wjgQcowDH/vAgAAADqBAA4AABCmaP32D27EAwAAEKZaf6NOGPcdWsCDFC8SAADgSYZh0MXVRwjgAAAAgA8RwAEAAAAfIoADAAAAPkQAD2L0AwcAAAg+BPAgRwgHAAAILgTwEEAIBwAAnsJIKN5HAAcAAAB8iAAeImgFBwAACA5uB3DDMLRr1y4tXLhQ3/rWt9SzZ0+ZzWYlJSVp2rRpysvLc1hv6dKlMplMHU7FxcVOt1tUVKS77rpLiYmJio6OVkZGhhYsWKCqqip3DwEAAADwG7dvRf/ee+9pzJgxkqSIiAhdccUV6tGjh0pKSrRp0yZt2rRJS5YsUW5ursP6KSkpSk1Ndbise/fuDufn5eVp4sSJqq2tVXx8vK666ioVFxfr2Wef1ebNm7V7927179/f3UMBAAAAfK5TLeBXXHGF1qxZo6+//lqfffaZCgsLVVFRocWLF0uSli1bpr/85S8O68+ePVu7du1yODkK5mfPntWdd96p2tpazZs3T1988YUOHDigsrIy5eTkqLS0VHPmzHH3MEIS3VAAAAACn9sBfMSIESoqKtKPf/xj9erVyzbfbDbrqaee0vjx4yVJa9eu9cgO/vrXv9bp06c1ePBgPffcc4qKipIk9enTR+vXr1dkZKTefvttFRYWemR7AAAA4YwGPe9zO4DHxsYqMtJ5z5WxY8dKkv7xj390fq9a2bRpkyRp1qxZ6tatm92y1NRUW3eYjRs3emR7AAAAgDe53Qf8Yurq6iRJMTExDpfn5eXp8OHDqqioUO/evTVixAjNnDlTCQkJ7co2NTXpwIEDkqScnByH68vJydG7776rvXv3eugIAAAAwhOt377h0QBuGIZef/11Sc4D8wcffGD3/zfeeENLly7VmjVrNGvWLLtlx44dU2NjoyQpPT3d4fqs80tKSpzuV319verr623/r6mp6fhAAAAAAC/x6Djga9eu1UcffSSz2ayf/vSndssSExP16KOPat++faqoqND58+eVn5+v8ePHq7a2VrNnz9aWLVvs6lRWVtoet+5v3pp1fuuybS1fvlxxcXG2KSUlpZNHCAAAAHSNyfDQ/UYLCwuVk5Ojuro6rVy5UgsXLnSpnmEYmjZtmjZv3qyMjAyVlJTYvv748MMP9Z3vfEeS1NzcrIiI9p8X3nvvPY0ePVrdunVTU1OTw204agEP5RDOLWQBAIC7AqX7SXV1tWJjYy9arqamRnFxcV7dhrd4pAX86NGjmjRpkurq6jRjxgwtWLDA5bomk0lPP/20JOnzzz/X3//+d9uy6Oho2+OGhgaH9a3B2lmfc0myWCyKjY21mwAAAAB/6HIAP3XqlMaOHavy8nJNnDhR69atc/sT1De+8Q317t1bknTkyBHb/NbdTpx1MbHOd9ZFBQAAAB0LlNbvcNGlAH7mzBmNHTtWn3/+uW644Qa9/vrrtnG63WWt17obSVpamm1+aWmpw3rW+QMHDuzUdkMRLyIAAOAKk8lEbvCDTgfwc+fOacKECTp06JCysrK0ZcuWDruBdOTrr7/WV199JUkaMGCAbX5kZKSGDx8uScrPz3dY1zo/Ozu7U9sGAAAIRwRv/+lUAK+vr9eUKVO0d+9eXXXVVXr33Xd16aWXdnonnnvuORmGobi4OGVlZdktu+222yRJ69atU3Nzs92ysrIybd++XZI0bdq0Tm8fAAAgnBC+/cvtAN7c3Kzp06frvffeU0ZGhv72t7/Z+m87c/jwYd1///06fPiw3fy6ujo99dRTWrFihSTp4Ycfltlstitz3333qW/fvioqKtL8+fNt44JXVFRoxowZampq0vjx45WZmenuoQAAAIQVupwEBreHIdywYYNmzJgh6UK/6379+jksl5iYaLspz8cff6xhw4ZJkuLj45WamipJKioq0vnz5yVJc+bM0dq1ax0+KXbs2GEbZcVa31o3LS1NBQUFDu+k6UxXhq0JJgxHCAAAWguG8B0OwxC6fSfM1uNpl5SUOL0D5WWXXWZ7nJaWptzcXO3evVvFxcX67LPP1NDQoH79+mnChAmaO3eubr75ZqfbHD16tPbv369ly5bpvffe0yeffKLk5GRNnTpVS5YsYQQUAAAABA2P3YgnmNACDgAAwk0wtH5L4dEC7tFb0QMAAADoGAEcAAAA8CECeAjjl84AAEAKnu4n4YIAHgZ40QEAAAQOAniYIIQDAAAEBgI4AAAA4EMEcAAAAMCHCOAAAACADxHAAQAAAB8igAMAAAA+FOnvHQAAAIB3GYbR4XJGS/MtWsABAADCnGEYFw3p8BwCeBjh0y0AAID/EcABAAAAHyKAhxlawQEAAPyLAB6GCOEAAMAR+oH7BqOgAAAAgAY6H6IFPEzxIgMAAK3R+u07BPAwxYsMAAC0xXCEvkEABwAAgA3fknsfARwAAADwIQI4AAAA4EMEcAAAANjQD9z7COAAAACADxHAAQAA0A6t4N5DAA9T/MIZAABcDCHcOwjgAAAAgA8RwAEAAOAUreCeRwAHAAAAfIgAHsboBw4AAOB7BHAAAADAhwjgAAAA6BA35/EsAniYoxsKAACAb3UqgP/5z3/Wvffeq8zMTCUmJspsNqtnz54aOXKkVq9erYaGBqd1CwoKNGXKFMXHxysmJkZDhgxRbm6u6urqOtxmUVGR7rrrLiUmJio6OloZGRlasGCBqqqqOnMIAAAAgF+YjE58n/Dtb39b+fn5slgsSkpKUp8+fVReXq4vvvhCkpSZmant27erZ8+edvVee+013X333WpublZycrL69eunQ4cOqbGxUVlZWdq5c6e6d+/ebnt5eXmaOHGiamtrFR8fr5SUFBUXF+v8+fNKT0/X7t271b9/f5f3v6amRnFxce4edkjjayUAAOAKb397Xl1drdjY2IuW60qec3Ub3tKpFvC5c+cqLy9PZ8+eVWlpqfbt26d//vOfKigo0IABA3TgwAE99thjdnWOHTumOXPmqLm5WStXrtSJEydUWFiokpISXXnlldq3b58WLVrUbltnz57VnXfeqdraWs2bN09ffPGFDhw4oLKyMuXk5Ki0tFRz5szp3NHDhq4oAAAAvtGpFvCOvP766/re976npKQkW4u4JD3wwANas2aNxo0bp7/+9a92dXbv3q2cnBxFRUXpxIkTdq3Zq1at0qJFizR48GB98skn6tatm21ZWVmZMjIy1NTUpAMHDmj48OEu7SMt4I7RCg4AAC6GFvCu8/iPMAcNGiRJOn/+vG2eYRjavHmzJDlsrR45cqQGDRqkxsZGvfnmm3bLNm3aJEmaNWuWXfiWpNTUVI0ZM0aStHHjRs8dBAAAAByiwa7rPB7ACwoKJMmuNbqsrEzl5eWSpJycHIf1rPP37t1rm2dt2Xa3HjqHbigAAOBiyAtdF+mJlTQ3N6u8vFxvvfWWHnnkEfXo0UPLly+3LS8pKZEk2482HUlPT7crK13oN97Y2Gi33JV66Dzri4pPtwAAwBHDMAjhXdSlFvDnn39eJpNJkZGRSklJ0QMPPKDRo0drz549GjFihK1cZWWlJKlnz55OT1ivXr3syrZ9bF3uSr226uvrVVNTYzehY7ywAAAAvKNLATw5OVk5OTkaMWKE7YeTeXl52rBhg5qbm23lrGN8m81mp+uyWCySpNra2nb1OqrrqF5by5cvV1xcnG1KSUm52KEBAAAAXtGlAH7HHXdo165d2rt3r06dOqU9e/YoLS1NTz31lH7yk5/YykVHR0tShzfoqa+vlyTFxMS0q9dRXUf12lq8eLGqq6tt04kTJ1w4OgAAAMDzPPojzOzsbG3dulUWi0Uvvviijh8/Lunf3USqqqqc9i22diFp3dWk9WNnXUwc1WvLYrEoNjbWbgIAAID76KbadR4fBSUpKUnXXHONWlpadPDgQUnSwIEDJV1orT558qTDeqWlpXZlJSktLU1RUVF2y12pB8/gBQYAAFrnAbKBZ3g8gEsXhg9s/W9qaqoSEhIkSfn5+Q7rWOdnZ2fb5kVGRtqGM3SnHjzHZDLxYgMAIExZMwB5wLM8HsCPHTtma/keOnSopAsnberUqZKkl156qV2d3bt3q7i4WFFRUZo8ebLdsttuu02StG7dOrsfdkoXxhffvn27JGnatGmePRDY4UUHAADgGW4H8AMHDuiJJ55w2CXk3Xff1fjx49XU1KQJEyYoIyPDtmzhwoUym83atm2bVq1aZesLfvz4cc2ePVuSNHfuXFtLudV9992nvn37qqioSPPnz7eNC15RUaEZM2aoqalJ48ePV2ZmpruHAjcRwgEAALrOZLh5x5WdO3fqxhtvlCQlJCRowIABamhoUFlZmaqqqiRJWVlZ2rp1q/r27WtX95VXXtEPf/hDtbS0KDk5Wf369dOhQ4fU2NiozMxMvf/+++rRo0e7be7YsUOTJk1SXV2d4uPjlZqaqqKiIp0/f15paWkqKChoF9w7UlNTo7i4OHcOG/8fN+gBACB8+KPxrbq62qUBM7qS51zdhre43QI+dOhQrV69WpMnT1aPHj1UXFys4uJixcTEaPz48Xr55Ze1e/fuduFbkmbOnKkPP/xQkyZNUm1trT799FOlp6dr6dKl2rVrl8PwLUmjR4/W/v37NX36dJlMJn3yySfq37+/5s+fr8LCQrfCNwAAAOBPbreAhwJawDsvDJ8uAACELVrAvcMro6AgdNEPHACA8MA133sI4AAAAIAPEcDhNj4RAwAAdB4BHAAAAHZobPMuAjg6hRcmAABA5xDA0WmEcAAAQg/Xd+8jgAMAAEAS4dtXIv29Awhu1hcq44MDABCcCN2+Rws4AAAA4EMEcHiEyWTiEzQAAIAL6IICj2odwumWAgBAYKPxzD8I4PCati9qAjkAAIGD8O0/dEGBz/BCBwAAIIADAACEJb6Z9h8COAAAQBjim2n/IYADAACEIVrA/YcADp/i0zYAAIGBa7L/EMDhc4wZDgAAwhkBHAAAIMzQEOZfBHD4DS9+AAAQjgjg8CtrdxTCOAAA3mW91nLN7ZytW7dqzJgx6t27t3r06KHhw4frhRdeUEtLi9vrIoAjYBDGAQDwHsMwuMZ20tNPP62JEydqx44d6tWrl6644godPHhQ8+bN09SpU90O4QRwBCTeIAAA8DyGHnRfQUGBHn30UUVERGj9+vX6/PPPdfDgQRUWFqp///5666239Nxzz7m1TgI4Ahat4QAAwN+WLVsmwzA0d+5cff/737fNHzp0qC14P/3002psbHR5nQRwBDxCOAAAnsE11T01NTXavn27JGnOnDntlt9xxx2KjY1VRUWF8vLyXF4vARxBgTcMAADgax999JEaGhoUHR2t4cOHt1seFRWlrKwsSdLevXtdXi8BHEGDEA4AAHyppKREkpSamqrIyEiHZdLT0+3KusLxmoAAZTKZ+AEJAACdQEPWv9XU1Nj932KxyGKxtCtXWVkpSerVq5fTdVmXWcu6ghZwBB1+nAkAgHu4btpLSUlRXFycbVq+fLnDcnV1dZIks9nsdF3W4F5bW+vy9mkBR9CiNRwAAMes10iCt2MnTpxQbGys7f+OWr8lKTo6WpLU0NDgdF319fWSpJiYGJe3TwBHUCOEAwDgGOHbudjYWLsA7owr3Utc6abSFl1QEPR4gwEA4N+4LnrOwIEDJUllZWVqampyWKa0tNSurCsI4AgJ9AsHAIQ7roWeN2zYMEVFRamurk6FhYXtljc2Nmrfvn2SpOzsbJfX26kA/uc//1n33nuvMjMzlZiYKLPZrJ49e2rkyJFavXq1w34yS5cutT0xnE3FxcVOt1lUVKS77rpLiYmJio6OVkZGhhYsWKCqqqrOHAJCFG88AIBwQ/D2ntjYWI0ZM0aS9NJLL7Vb/vrrr6umpkZ9+vTRqFGjXF5vp/qAP/PMM8rPz5fFYlFSUpKGDh2q8vJyFRQUqKCgQK+++qq2b9+unj17tqubkpKi1NRUh+vt3r27w/l5eXmaOHGiamtrFR8fr6uuukrFxcV69tlntXnzZu3evVv9+/fvzKEgBNEvHAAAeMpjjz2md999V7/5zW80atQo2+3oDx48qPnz50uSFi1a1OFIKe0YnfDyyy8beXl5RkNDg938goICY8CAAYYk4/7777db9sQTTxiSjCeeeMKtbdXU1Bjx8fGGJGPevHm2bX799ddGTk6OIcmYOHGiW+usrq42JDGF8AQAQLjw9zXX01N1dbVLx92VPOfqNqyWLVtmq5uenm5cffXVRkREhCFdyKFNTU1ura9TXVBmzZqlUaNGKSoqym7+t771LT333HOSLnRT8YRf//rXOn36tAYPHqznnnvOts0+ffpo/fr1ioyM1Ntvv+2wXw7CF1/FAQBCHV1PfOexxx7Tli1bdNNNN6miokJHjhzRN7/5TT3//PN688031a1bN7fW5/FhCAcNGiRJOn/+vEfWt2nTJkkXQn/bg0tNTdWYMWP07rvvauPGjRo+fLhHtonQQFcUAECoInj73qRJkzRp0iSPrMvjAbygoECSnIbhvLw8HT58WBUVFerdu7dGjBihmTNnKiEhoV3ZpqYmHThwQJKUk5PjcH05OTl69913tXfvXg8dAQAAQOAifAc/jwTw5uZmlZeX66233tIjjzyiHj16OL2l5wcffGD3/zfeeENLly7VmjVrNGvWLLtlx44dU2NjoyQpPT3d4fqs80tKSrp4FAAAAIGN8B0aujQO+PPPPy+TyaTIyEilpKTogQce0OjRo7Vnzx6NGDHCrmxiYqIeffRR7du3TxUVFTp//rzy8/M1fvx41dbWavbs2dqyZYtdndZ3HXJ2dyFX7lBUX1+vmpoauwnhgTcqAECo4JoWOroUwJOTk5WTk6MRI0bYhgHMy8vThg0b1NzcbFf23nvv1ZNPPqlrr71WvXv3VkxMjEaOHKm3335bU6dOlWEYeuihh+z67NbV1dkeOxvaxWKxSJJqa2ud7ufy5csVFxdnm1JSUjp9zAAAAL7Ejy1DT5cC+B133KFdu3Zp7969OnXqlPbs2aO0tDQ99dRT+slPfuLSOkwmk55++mlJ0ueff66///3vtmXR0dG2x45u7iNdaN2WpJiYGKfbWLx4saqrq23TiRMnXNo3hAbetAAAwYjgHbo8eiv67Oxsbd26VRaLRS+++KKOHz/uUr1vfOMb6t27tyTpyJEjtvmtu50462Jine+si4p0oZU8NjbWbkJ44U0MABAsuGaFPo8GcElKSkrSNddco5aWFh08eNDletbxvZuammzz0tLSbPNLS0sd1rPOHzhwYGd3GWGENzQAAOBvHg/g0r9DdOsw3ZGvv/5aX331lSRpwIABtvmRkZG24Qzz8/Md1rXOz87O7vT+AgAAAL7i8QB+7NgxW8v30KFDXarz3HPPyTAMxcXFKSsry27ZbbfdJklat25dux92lpWVafv27ZKkadOmdXXXAQAA/IpvasOD2wH8wIEDeuKJJxx2CXn33Xc1fvx4NTU1acKECcrIyJAkHT58WPfff78OHz5sV76urk5PPfWUVqxYIUl6+OGH2412ct9996lv374qKirS/PnzbeOCV1RUaMaMGWpqatL48eOVmZnp7qEAAAAAPmcy3LxX986dO3XjjTdKkhISEjRgwAA1NDSorKxMVVVVkqSsrCxt3bpVffv2lSR9/PHHGjZsmCQpPj5eqampkqSioiLbLevnzJmjtWvXOvzkt2PHDk2aNEl1dXW2+ta6aWlpKigocHgnTWdqamoUFxfnzmEjhHB7egBAIKL1+4Lq6mqXBszoSp5zdRve4nYAr6ys1KuvvqodO3bo8OHD+vLLL9XQ0KA+ffrommuu0fe+9z394Ac/UGTkv2+yWVVVpV/96lfavXu3iouLdfr0aTU0NKhfv3761re+pblz5+rmm2/ucLuHDx/WsmXL9N5776mqqkrJycmaOnWqlixZ0uEIKI4QwCERxAEAgYcQTgAPWQRwWIXh0x8AEKAI3xeEQwD3yigoQLDgzQ4AAPgaARxhjxAOAAgEfCsbPgjggAjhAAD/4u6X4YUADvx/vPEBAABfiLx4EQAAAHgaDT/hiwAOAADgI4RuSARwwI71jZEfwgAAPIngjdboAw44wBslAMBTuKagLQI4AAAA4EMEcAAAAMCHCOCAE3xlCAAAvIEADnSAEA4AADyNAA5cBCEcANBZXEPgCMMQAgAAeBjBGx2hBRxwAW+kAABXcc3AxRDAARfxhgoAuBiuFXAFARxwA2+sAABnuEbAVfQBB9zU+g2WW9YDAAjecBct4EAX8KYLAOGN6wA6gxZwoIusb760hgNA6HAWrA3DIHSjywjggIc4ekMmlAOA/7VuKDGZTLb35s4EacI3PIEADngRreMA4FsdBWTrMkI0/I0+4AAAICQQrBEsaAEHfICWcADwHoI3gg0BHPCh1n0PAQCdQ+BGsKMLCuBjXDgAAAhvBHDADwjhANA5vH8iFBDAAT8xmUxcSADADbxnIlTQBxzwM36gCQD/RshGOCCAAwGCIA4gXBG6EW7oggIEGC5EAMIFXfEQrmgBBwIQwxUCCFUEboAADgAAfIDgDfwbXVCAAMXFCkCo4P0MsOeRAL5kyRJbP65ly5Y5LVdQUKApU6YoPj5eMTExGjJkiHJzc1VXV9fh+ouKinTXXXcpMTFR0dHRysjI0IIFC1RVVeWJ3QcAAAB8pssBvKioSKtWrbpouddee03XX3+93nrrLVksFg0ePFhHjhzR448/ru985zs6f/68w3p5eXnKzMzU+vXr1dzcrKuuukqnTp3Ss88+q8zMTH355ZddPQQgYPEDJQDBjvcwoL0uBXDDMHTvvfcqKipKN910k9Nyx44d05w5c9Tc3KyVK1fqxIkTKiwsVElJia688krt27dPixYtalfv7NmzuvPOO1VbW6t58+bpiy++0IEDB1RWVqacnByVlpZqzpw5XTkEIChYgzgXMgCBrPV7Fe9ZgHNdCuAvvfSSPvzwQz3++ONKSUlxWm7VqlWqr6/XuHHjtHDhQtsL8rLLLtNvf/tbSdKLL77YrjX717/+tU6fPq3BgwfrueeeU1RUlCSpT58+Wr9+vSIjI/X222+rsLCwK4cBBBUuaAAABLdOB/DTp0/r4Ycf1pAhQ/TQQw85LWcYhjZv3ixJDlurR44cqUGDBqmxsVFvvvmm3bJNmzZJkmbNmqVu3brZLUtNTdWYMWMkSRs3buzsYQBBiRAOIBDQ2g10TqcD+EMPPaQzZ85ozZo1tpZpR8rKylReXi5JysnJcVjGOn/v3r22eU1NTTpw4IDb9QAAQNc460rS+l8CN9B5nRoHfMeOHXrttdf0gx/8QDfccEOHZUtKSiRJFotFSUlJDsukp6fblZUu9BtvbGy0W+5KPUfq6+tVX19v+39NTU2H5YFAx016AHhDR6G6bQgH0Hlut4DX1dXpvvvuU1xcnJ555pmLlq+srJQk9ezZ0+mLtlevXnZl2z62LnelniPLly9XXFycbeqovzoAAOGIYA34jtsBfNmyZTpy5IiefPJJ9e/f/6LlrWN8m81mp2UsFoskqba2tl29juo6qufI4sWLVV1dbZtOnDhx0f0GAhWt3wA8jfAN+JZbXVCsY34PHz5cP/7xj12qEx0dLUlqaGhwWsbaPSQmJqZdPWvd1v/vqJ4jFovFFtYBAMC/Eb4B33OrBfz+++9XU1OT/vu//1sREa5VtXYTqaqqctpyZ+1C0rqrSevHzrqYOKoHhCLDMGwTAHQW43QDgcGtFvCPPvpIJpNJkydPbresurpakrRixQr96le/UkpKivbt26eBAwdKutBaffLkSSUnJ7erW1paKkm2spKUlpamqKgoNTY2qrS0VImJiS7VAwAAtGwDgcztPuDNzc368ssv203WPtvnzp3Tl19+qdOnT0u6MF53QkKCJCk/P9/hOq3zs7OzbfMiIyM1fPhwt+sBoYjWKgCu4L0CCA5uBXBrNxJH09133y1Jys3NlWEYOnbsmKQLbwZTp06VdOHOmW3t3r1bxcXFioqKateyftttt0mS1q1bp+bmZrtlZWVl2r59uyRp2rRp7hwGENS4sALhyVH3EUdjdAMIfF26Fb2rFi5cKLPZrG3btmnVqlW2fqzHjx/X7NmzJUlz5861tZRb3Xffferbt6+Kioo0f/5827jgFRUVmjFjhpqamjR+/HhlZmb64jCAgEELFxAeXG3R5v0ACC4+CeCXX3651q5dq4iICC1atEgpKSkaPny4Bg4cqM8++0yZmZlatWpVu3qxsbH6wx/+oOjoaP3Xf/2XkpOTde211yo1NVX5+flKS0vTb3/7W18cAhCQuOgCoYUfSALhwScBXJJmzpypDz/8UJMmTVJtba0+/fRTpaena+nSpdq1a5d69OjhsN7o0aO1f/9+TZ8+XSaTSZ988on69++v+fPnq7CwsF2rOQAAwYjADYQPkxGG45rV1NQoLi7O37sBeEQYvoSBkEHoBtqrrq5WbGzsRct1Jc+5ug1v8VkLOADv4AIOBB+6mADhjQAOAAGIgAYAocutG/EACEzWoEZ3lMDWNlBbz1dHQfti5/ZiId3ZNgzDcLkuPIcPVQAkAjgQUgjigceVcN3V9XSmnivrM5lMPJcAwAsI4EAIomXTf1qH1lBo7fRVCG/9twrV52coPB8AeAYBHEDQ8GZI82Q4CrWg5co3Kx0ds7v1gv2bnFA7/wA8jwAOhKFgbCFvu8+eaJklKLnH0QcgV7uydGV7gfh8bIvnEgB3EMABtOPtbgfOfox4sXKuLm+9PuuxEJA8y5d/z0Dri85zCUBXEcABeIUvfmDo6voITMHP363hPIcAeBIBHIBDHbU6EkbgL46ee94I5TzHAXgTARyAU4QQBIOu/kjUiq5KAHyFAA4ACAldDc+EbwC+wq3oAQAAAB8igAMAAAA+RAAHAAAAfIgADgAAAPgQARwAAADwIQI4AAAA4EMEcAAAAMCHCOAAAACADxHAAQAAAB8igAMAAAA+RAAHAAAAfIgADgAAAPgQARwAAADwIQI4AAAA4EMEcAAAAMCHCOAAAACADxHAAQAAAB8igAMAAAA+RAAHAAAAfIgADgAAAPgQARwAAADwIQI4AAAA4EMEcAAAAMCHCOAAAACADxHAAQAAAB8igAMAAAA+RAAHAAAAfCgsA7hhGP7eBQAAADgQDjktLAP42bNn/b0LAAAAcKCiosKlcmazWQkJCW6vPyEhQWaz2e16nmQywuFjRhstLS06efKkLr30UplMJn/vDv6/mpoapaSk6MSJE4qNjfX37qAVzk3g4twEJs5L4OLcBK7q6mqlpqaqsrJSPXv2dKlOXV2dGhoa3NqO2WxWdHR0J/bQcyL9unU/iYiI0IABA/y9G3AiNjaWN8UAxbkJXJybwMR5CVycm8AVEeF6B43o6Gi/h+nOCMsuKAAAAIC/EMABAAAAHyKAI2BYLBY98cQTslgs/t4VtMG5CVycm8DEeQlcnJvAFU7nJix/hAkAAAD4Cy3gAAAAgA8RwAEAAAAfIoADAAAAPkQABwAAAHyIAA6PmDVrlkwmU4dTXV2dw7oFBQWaMmWK4uPjFRMToyFDhig3N9dpeauioiLdddddSkxMVHR0tDIyMrRgwQJVVVV54QhDx5IlS2znZNmyZU7LcV68689//rPuvfdeZWZmKjExUWazWT179tTIkSO1evXqDu/sxrnxHsMwtGvXLi1cuFDf+ta31LNnT5nNZiUlJWnatGnKy8vrsD7nxnuOHj2qtWvX6p577tHQoUMVGRl50fcxK85LYNu6davGjBmj3r17q0ePHho+fLheeOEFtbS0+HvXvMcAPODuu+82JBkDBw40cnJyHE719fXt6v3+9783unXrZkgykpOTjWHDhhlRUVGGJCMrK8v417/+5XB77733nhETE2NIMuLj443hw4cb3bt3NyQZ6enpxqlTp7x9yEHp008/NcxmsyHJkGTk5uY6LMd58b6cnBxDkmGxWIzLL7/cuPbaa43k5GTbucnMzDQqKyvb1ePceNf27dtt5yAiIsL4xje+YQwbNsy45JJLbPOXLFnisC7nxrsefPBB2zloPTl7H7PivAS25cuX285lenq6cfXVVxsRERGGJGPy5MlGc3Ozv3fRKwjg8AhrAH/55ZddrnP06FHDYrEYkoyVK1caLS0thmEYxrFjx4wrr7zSkGQ88MAD7erV1NQY8fHxhiRj3rx5RkNDg2EYhvH111/bQs3EiRM9clyhpKWlxbj++uuNHj16GDfddJPTCxfnxTdefvllIy8vz/Z3siooKDAGDBhgSDLuv/9+u2WcG+/729/+ZlxxxRXGmjVrjDNnztjm19fXG4sXL7YFhS1bttjV49x4X25urjFp0iTjl7/8pfHOO+8Y06ZNu2gA57wEtt27dxsmk8mIiIgw1q9fb5v/8ccfG/379zckGatWrfLjHnoPARwe0ZkAfv/99xuSjHHjxrVblp+fb0gyoqKi2rUyrFy50pBkDB482GhqarJbdvz4cSMyMtKQZBw4cKBTxxKq1q5da0gyVqxYYTtfji5cnBf/+9Of/mRIMpKSkuzmc268r7q62mhsbHS6fPz48baWudY4N77X0fuYFeclsE2YMMGQZPzoRz9qt+y1114zJBl9+vRp11ARCugDDr8wDEObN2+WJM2ZM6fd8pEjR2rQoEFqbGzUm2++abds06ZNki70O+/WrZvdstTUVI0ZM0aStHHjRm/selA6ffq0Hn74YQ0ZMkQPPfSQ03Kcl8AwaNAgSdL58+dt8zg3vhEbG6vIyEiny8eOHStJ+sc//mGbx7kJTJyXwFZTU6Pt27dLcnx+7rjjDsXGxqqiouKiv70IRgRweNTGjRt166236qabbtL06dP1wgsvqLq6ul25srIylZeXS5JycnIcrss6f+/evbZ5TU1NOnDggNv1wt1DDz2kM2fOaM2aNYqKinJajvMSGAoKCiRJw4cPt83j3AQG64/2YmJibPM4N4GJ8xLYPvroIzU0NCg6Otruvc4qKipKWVlZkkLz7+z8Yz7QCW+//bbd///4xz/qiSee0Pr163XLLbfY5peUlEiSLBaLkpKSHK4rPT3drqwkHTt2TI2NjXbLXakXznbs2KHXXntNP/jBD3TDDTd0WJbz4j/Nzc0qLy/XW2+9pUceeUQ9evTQ8uXLbcs5N/5nGIZef/11SfbBjHMTmDgvgc36t0tNTXX6rVN6erp27NgRkn9nWsDhERkZGXrqqad08OBB1dTU6OzZs9q2bZuys7NVWVmpW2+9Vfv377eVr6yslCT17NlTJpPJ4Tp79eplV7btY+tyV+qFq7q6Ot13332Ki4vTM888c9HynBffe/7552UymRQZGamUlBQ98MADGj16tPbs2aMRI0bYynFu/G/t2rX66KOPZDab9dOf/tQ2n3MTmDgvgc36t3P2N269LBT/zgRweMTPf/5zLV68WFdffbUuvfRSXXLJJRo7dqw++OADjRgxQvX19Xr44Ydt5a1f45rNZqfrtFgskqTa2tp29Tqq66heuFq2bJmOHDmiJ598Uv37979oec6L7yUnJysnJ0cjRoywnaO8vDxt2LBBzc3NtnKcG/8qLCzUgw8+KOnC6yojI8O2jHMTmDgvga2z5ydUEMDhVWazWbm5uZKknTt32j7FRkdHS1KHNxupr6+XZN/X0lqvo7qO6oWjoqIirVq1SsOHD9ePf/xjl+pwXnzvjjvu0K5du7R3716dOnVKe/bsUVpamp566in95Cc/sZXj3PjP0aNHNWnSJNXV1WnGjBlasGCB3XLOTWDivAS2zp6fUEEAh9ddd911kqSWlhaVlpZK+vfXSlVVVTIMw2E9R19PtX7s7CspV77WCgf333+/mpqa9N///d+KiHDtpc558b/s7Gxt3bpVFotFL774oo4fPy6Jc+Mvp06d0tixY1VeXq6JEydq3bp17bozcG4CE+clsLnSvSSU/84EcHhd61E3mpqaJEkDBw6UdOHT7cmTJx3Ws4Z1a1lJSktLs63PutyVeuHoo48+kslk0uTJk5WQkGA3/fGPf5QkrVixQgkJCbZfmnNeAkNSUpKuueYatbS06ODBg5I4N/5w5swZjR07Vp9//rluuOEGvf766w5HEeLcBCbOS2Cz/u3Kysps2aCtUP47E8DhdYcPH7Y9HjBggKQLv3pOSEiQJOXn5zusZ52fnZ1tmxcZGWkbrsideuGqublZX375ZbvJ2vfu3Llz+vLLL3X69GlJnJdAYr0gWf/l3PjWuXPnNGHCBB06dEhZWVnasmWL06/BOTeBifMS2IYNG6aoqCjV1dWpsLCw3fLGxkbt27dPUoj+nf10AyCEke9///uGJGPQoEF283/84x+7dIey8vJyu2UrVqxw6Q5l+/fv9/zBhIiO7iDHefG/o0eP2v5eR44csc3n3PhGXV2dcdNNNxmSjKuuusqoqKi4aB3Oje+5cidMzktgs95Z9mJ3wqyvr/fD3nkXARxdtm3bNuORRx4xSktL7eZXVVUZ//mf/2lIMiQZ69evt1teWlpqmM1mQ5KxcuVKo6WlxTAMwzh27Jhx5ZVXGpKMH//4x+22V11dbfTt29eQZMybN892i9qvv/7ayMnJMSQZ48eP99LRhoaOLlycF+/bv3+/8fjjjxuff/55u2XvvPOOMWjQIEOSMWHCBLtlnBvva2pqMm699VZDkpGRkWGcPHnSpXqcG99zJYBzXgLbrl27DJPJZERERNhlhI8//tjo37+/IclYsWKFH/fQewjg6LLNmzfbQnZycrKRlZVlXHPNNbY3PZPJZDzxxBMO6/7ud78zIiIibHWHDRtmREVFGZKMzMxM49y5cw7rbd++3YiOjjYkGfHx8UZmZqbRvXt3Q5KRlpbWrjUD9i524eK8eFdeXp7tNZOQkGBce+21xtVXX2307NnTNj8rK8s4ffp0u7qcG+9av3697RwMHDjQyMnJcTjdfvvt7epybrxr165dRp8+fWyTxWIxJBndu3e3m19WVmZXj/MS2JYtW2Z7zaWnpxtXX3217XxNnDix3TcQoYIAji4rKyszHnvsMeOmm24yUlNTjZiYGCM6Otq4/PLLjZkzZxp79uzpsH5+fr4xadIko3fv3obFYjGuvPJKY+nSpUZtbW2H9Q4dOmRMnz7d6Nevn2E2m43LL7/cmD9/vnHmzBlPHl5IcqXliPPiPWfOnDFWr15tTJ482cjIyDAuueQSw2w2G4mJicb48eONl19+2WhsbHRan3PjPS+//LItDHQ0XXbZZQ7rc268p/UH146mo0ePtqvLeQlsW7ZsMW666SYjLi7O6N69uzF06FDj+eefD9nwbRiGYTIMJ2PzAAAAAPA4RkEBAAAAfIgADgAAAPgQARwAAADwIQI4AAAA4EMEcAAAAMCHCOAAAACADxHAAQAAAB8igAMAAAA+RAAHAAAAfIgADgAAAPgQARwAAADwIQI4AAAA4EMEcAAAAMCHCOAAAACAD/0/eS2p3hOnPHUAAAAASUVORK5CYII=\n", + "image/png": 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" ] @@ -97,76 +114,54 @@ } ], "source": [ - "# 1. run view.py to plot the height\n", - "# Hover around to see the maximum height on the water (shown in the status bar)\n", - "# because height on the water varies in the DEM file with respect to the ellipsoid (*.wgs84 file in ISCE)\n", - "view.main('./inputs/geometryRadar.h5 height --noverbose'.split())\n", - "# Let's say here the maximum height value on the water you found is -6 m\n", + "work_dir = os.path.expanduser('~/data/test/FernandinaSenDT128/merged/geom_reference')\n", + "os.chdir(work_dir)\n", + "print('Go to directory', work_dir)\n", "\n", - "# 2. run generate_mask.py to create a mask based on the threshold\n", - "!generate_mask.py INPUTS/geometryRadar.h5 height -m -5.5 -o waterMask.h5\n", - "view.main('waterMask.h5 -c gray --noverbose'.split())" + "# 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 $DEMDB if it's defined.\n", + "# The file contains 255 for water and 0 for land\n", + "!wbd.py -1 0 -92 -91 #S N W E in degrees\n", + "wbd_file = os.path.expandvars('${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", + "# The no-data pixels will be filled with value of 255 (as water body)\n", + "!geocode.py $wbd_file -o waterBody.rdr --lat-file lat.rdr --lon-file lon.rdr --geo2radar --fill 255\n", + "view.main('waterBody.rdr -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.rdr --max 0.5 -o waterMask.rdr\n", + "view.main('waterMask.rdr -c gray --flip-lr --noverbose'.split())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Option 2: Download water mask using `wbd.py` from ISCE and radar-code it" + "## Option 2: Thresholding DEM in radar coordinates using `generate_mask.py`" ] }, { "cell_type": "code", "execution_count": 3, - "metadata": {}, + "metadata": { + "tags": [] + }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "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", 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" - ] - }, - "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/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 : 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", - "view.py waterBody.h5 -c gray --flip-lr --noverbose\n" + "Go to directory /Users/yunjunz/data/test/FernandinaSenDT128/mintpy\n", + "view.py ./inputs/geometryRadar.h5 height --noverbose\n" ] }, { "data": { - "image/png": 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\n", 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", 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" ] @@ -178,23 +173,22 @@ "name": "stdout", "output_type": "stream", "text": [ - "setenv: Variable name must contain alphanumeric characters.\n", - "input .wbd file: waterBody.h5\n", - "read waterBody.h5\n", + "input geometry file: 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 > 0.5\n", + "exclude pixels with value < -5.5\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", - "view.py waterMask.h5 -c gray --flip-lr --noverbose\n" + "view.py waterMask.h5 -c gray --noverbose\n" ] }, { "data": { - "image/png": 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\n", 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" ] @@ -204,23 +198,19 @@ } ], "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 $DEMDB if it's defined.\n", - "# The file contains 255 for water and 0 for land\n", - "!wbd.py -1 0 -92 -91 #S N W E in degrees\n", - "wbd_file = os.path.expandvars('${DEMDB}/swbdLat_S01_N00_Lon_W092_W091.wbd')\n", - "view.main(f'{wbd_file} -c gray --noverbose'.split())\n", + "work_dir = os.path.expanduser('~/data/test/FernandinaSenDT128/mintpy')\n", + "os.chdir(work_dir)\n", + "print('Go to directory', work_dir)\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", - "# The no-data pixels will be filled with value of 255 (as water body)\n", - "!geocode.py $wbd_file -l inputs/geometryRadar.h5 -o waterBody.h5 --geo2radar --fill 255\n", - "view.main('waterBody.h5 -c gray --flip-lr --noverbose'.split())\n", + "# 1. run view.py to plot the height\n", + "# Hover around to see the maximum height on the water (shown in the status bar)\n", + "# because height on the water varies in the DEM file with respect to the ellipsoid (*.wgs84 file in ISCE)\n", + "view.main('./inputs/geometryRadar.h5 height --noverbose'.split())\n", + "# Let's say here the maximum height value on the water you found is -6 m\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 --max 0.5 -o waterMask.h5\n", - "view.main('waterMask.h5 -c gray --flip-lr --noverbose'.split())" + "# 2. run generate_mask.py to create a mask based on the threshold\n", + "!generate_mask.py INPUTS/geometryRadar.h5 height -m -5.5 -o waterMask.h5\n", + "view.main('waterMask.h5 -c gray --noverbose'.split())" ] }, { @@ -247,7 +237,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.13" + "version": "3.10.10" } }, "nbformat": 4,