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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Example run for MDIS using the USGS framing CSM (community sensor model)"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import ctypes\n",
"import json\n",
"import requests\n",
"import csmapi"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Simply send the MDIS PDS label to Pfeffernusee web service to derive the Instrument Support Data (ISD) for the image from SPICE kernels"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"label = {\"label\":'''\n",
"PDS_VERSION_ID = PDS3\n",
"\n",
"/*** FILE FORMAT ***/\n",
"RECORD_TYPE = FIXED_LENGTH\n",
"RECORD_BYTES = 1024\n",
"FILE_RECORDS = 1031\n",
"LABEL_RECORDS = 0007\n",
"\n",
"/*** POINTERS TO START BYTE OFFSET OF OBJECTS IN IMAGE FILE ***/\n",
"^IMAGE = 0008\n",
"\n",
"/*** GENERAL DATA DESCRIPTION PARAMETERS ***/\n",
"MISSION_NAME = \"MESSENGER\"\n",
"INSTRUMENT_HOST_NAME = \"MESSENGER\"\n",
"DATA_SET_ID = \"MESS-E/V/H-MDIS-2-EDR-RAWDATA-V1.0\"\n",
"DATA_QUALITY_ID = \"0000000000000000\"\n",
"PRODUCT_ID = \"EN1040199536M\"\n",
"PRODUCT_VERSION_ID = \"3\"\n",
"SOURCE_PRODUCT_ID = (\"1040199536_IM6\")\n",
"PRODUCER_INSTITUTION_NAME = \"APPLIED COHERENT TECHNOLOGY CORPORATION\"\n",
"SOFTWARE_NAME = \"MDIS2EDR\"\n",
"SOFTWARE_VERSION_ID = \"1.1\"\n",
"MISSION_PHASE_NAME = \"MERCURY ORBIT YEAR 4\"\n",
"TARGET_NAME = \"MERCURY\"\n",
"SEQUENCE_NAME = \"N/A\"\n",
"OBSERVATION_ID = \"6151742\"\n",
"OBSERVATION_TYPE = (\"Stereo\",\"Targeted\")\n",
"SITE_ID = \"9413\"\n",
"\n",
"/*** TIME PARAMETERS ***/\n",
"START_TIME = 2014-04-19T02:45:37.870831\n",
"STOP_TIME = 2014-04-19T02:45:37.894831\n",
"SPACECRAFT_CLOCK_START_COUNT = \"2/0040199536:966000\"\n",
"SPACECRAFT_CLOCK_STOP_COUNT = \"2/0040199536:990000\"\n",
"ORBIT_NUMBER = 2995\n",
"PRODUCT_CREATION_TIME = 2014-05-18T23:01:34\n",
"\n",
"/*** INSTRUMENT ENGINEERING PARAMETERS ***/\n",
"INSTRUMENT_NAME = \"MERCURY DUAL IMAGING SYSTEM NARROW ANGLE CAMERA\"\n",
"INSTRUMENT_ID = \"MDIS-NAC\"\n",
"FILTER_NAME = \"748 BP 53\"\n",
"FILTER_NUMBER = \"N/A\"\n",
"CENTER_FILTER_WAVELENGTH = 747.7 <NM>\n",
"BANDWIDTH = 52.6 <NM>\n",
"EXPOSURE_DURATION = 24 <MS>\n",
"EXPOSURE_TYPE = AUTO\n",
"DETECTOR_TEMPERATURE = -37.08 <DEGC>\n",
"FOCAL_PLANE_TEMPERATURE = -12.86 <DEGC>\n",
"FILTER_TEMPERATURE = \"N/A\"\n",
"OPTICS_TEMPERATURE = -5.77 <DEGC>\n",
"\n",
"/*** INSTRUMENT RAW PARAMETERS ***/\n",
"MESS:MET_EXP = 40199536\n",
"MESS:IMG_ID_LSB = 56894\n",
"MESS:IMG_ID_MSB = 93\n",
"MESS:ATT_CLOCK_COUNT = 40199534\n",
"MESS:ATT_Q1 = -0.70064098\n",
"MESS:ATT_Q2 = -0.64327902\n",
"MESS:ATT_Q3 = -0.25162229\n",
"MESS:ATT_Q4 = 0.17883091\n",
"MESS:ATT_FLAG = 7\n",
"MESS:PIV_POS_MOTOR = 29643\n",
"MESS:PIV_GOAL = \"N/A\"\n",
"MESS:PIV_POS = 7758\n",
"MESS:PIV_READ = 24196\n",
"MESS:PIV_CAL = -26758\n",
"MESS:FW_GOAL = 17376\n",
"MESS:FW_POS = 17376\n",
"MESS:FW_READ = 17376\n",
"MESS:CCD_TEMP = 1046\n",
"MESS:CAM_T1 = 499\n",
"MESS:CAM_T2 = 543\n",
"MESS:EXPOSURE = 24\n",
"MESS:DPU_ID = 0\n",
"MESS:IMAGER = 1\n",
"MESS:SOURCE = 0\n",
"MESS:FPU_BIN = 0\n",
"MESS:COMP12_8 = 1\n",
"MESS:COMP_ALG = 1\n",
"MESS:COMP_FST = 1\n",
"MESS:TIME_PLS = 2\n",
"MESS:LATCH_UP = 0\n",
"MESS:EXP_MODE = 1\n",
"MESS:PIV_STAT = 3\n",
"MESS:PIV_MPEN = 0\n",
"MESS:PIV_PV = 1\n",
"MESS:PIV_RV = 1\n",
"MESS:FW_PV = 1\n",
"MESS:FW_RV = 1\n",
"MESS:AEX_STAT = 1024\n",
"MESS:AEX_STHR = 5\n",
"MESS:AEX_TGTB = 1830\n",
"MESS:AEX_BACB = 240\n",
"MESS:AEX_MAXE = 989\n",
"MESS:AEX_MINE = 1\n",
"MESS:DLNKPRIO = 6\n",
"MESS:WVLRATIO = 0\n",
"MESS:PIXELBIN = 0\n",
"MESS:SUBFRAME = 0\n",
"MESS:SUBF_X1 = 0\n",
"MESS:SUBF_Y1 = 0\n",
"MESS:SUBF_DX1 = 0\n",
"MESS:SUBF_DY1 = 0\n",
"MESS:SUBF_X2 = 0\n",
"MESS:SUBF_Y2 = 0\n",
"MESS:SUBF_DX2 = 0\n",
"MESS:SUBF_DY2 = 0\n",
"MESS:SUBF_X3 = 0\n",
"MESS:SUBF_Y3 = 0\n",
"MESS:SUBF_DX3 = 0\n",
"MESS:SUBF_DY3 = 0\n",
"MESS:SUBF_X4 = 0\n",
"MESS:SUBF_Y4 = 0\n",
"MESS:SUBF_DX4 = 0\n",
"MESS:SUBF_DY4 = 0\n",
"MESS:SUBF_X5 = 0\n",
"MESS:SUBF_Y5 = 0\n",
"MESS:SUBF_DX5 = 0\n",
"MESS:SUBF_DY5 = 0\n",
"MESS:CRITOPNV = 0\n",
"MESS:JAILBARS = 0\n",
"MESS:JB_X0 = 0\n",
"MESS:JB_X1 = 0\n",
"MESS:JB_SPACE = 0\n",
"\n",
"/*** GEOMETRY INFORMATION ***/\n",
"RIGHT_ASCENSION = 24.88062 <DEG>\n",
"DECLINATION = -33.16985 <DEG>\n",
"TWIST_ANGLE = 134.71800 <DEG>\n",
"RA_DEC_REF_PIXEL = (512.00000,512.00000)\n",
"RETICLE_POINT_RA = (26.14167 <DEG>,24.89328 <DEG>,24.88122 <DEG>,23.62330\n",
" <DEG>)\n",
"RETICLE_POINT_DECLINATION = (-33.15993 <DEG>,-32.11321 <DEG>,-34.22146 <DEG>,\n",
" -33.15384 <DEG>)\n",
"\n",
"/*** TARGET PARAMETERS ***/\n",
"SC_TARGET_POSITION_VECTOR = (-3007.11022 <KM>,-310.21451 <KM>,2340.37998 <KM>)\n",
"TARGET_CENTER_DISTANCE = 3823.13005 <KM>\n",
"\n",
"/*** TARGET WITHIN SENSOR FOV ***/\n",
"SLANT_DISTANCE = 1475.54055 <KM>\n",
"CENTER_LATITUDE = 26.15355 <DEG>\n",
"CENTER_LONGITUDE = 163.38249 <DEG>\n",
"HORIZONTAL_PIXEL_SCALE = 37.59974 <M>\n",
"VERTICAL_PIXEL_SCALE = 37.59974 <M>\n",
"SMEAR_MAGNITUDE = 1.70838 <PIXELS>\n",
"SMEAR_AZIMUTH = 357.34775 <DEG>\n",
"NORTH_AZIMUTH = 2.12358 <DEG>\n",
"RETICLE_POINT_LATITUDE = (25.63465 <DEG>,26.55258 <DEG>,25.74982 <DEG>,\n",
" 26.66376 <DEG>)\n",
"RETICLE_POINT_LONGITUDE = (162.84771 <DEG>,162.80577 <DEG>,163.93969 <DEG>,\n",
" 163.90055 <DEG>)\n",
"\n",
"/*** SPACECRAFT POSITION WITH RESPECT TO CENTRAL BODY ***/\n",
"SUB_SPACECRAFT_LATITUDE = 30.25207 <DEG>\n",
"SUB_SPACECRAFT_LONGITUDE = 173.30661 <DEG>\n",
"SPACECRAFT_ALTITUDE = 1383.13005 <KM>\n",
"SUB_SPACECRAFT_AZIMUTH = 67.05912 <DEG>\n",
"\n",
"/*** SPACECRAFT LOCATION ***/\n",
"SPACECRAFT_SOLAR_DISTANCE = 53347460.33112 <KM>\n",
"SC_SUN_POSITION_VECTOR = (53103767.14131 <KM>,926569.30861 <KM>,\n",
" -5008283.98741 <KM>)\n",
"SC_SUN_VELOCITY_VECTOR = (11.22791 <KM/S>,-45.57252 <KM/S>,-24.00697 <KM/S>)\n",
"\n",
"/*** VIEWING AND LIGHTING GEOMETRY (SUN ON TARGET) ***/\n",
"SOLAR_DISTANCE = 53350678.84858 <KM>\n",
"SUB_SOLAR_AZIMUTH = 142.44052 <DEG>\n",
"SUB_SOLAR_LATITUDE = -0.01678 <DEG>\n",
"SUB_SOLAR_LONGITUDE = 186.20766 <DEG>\n",
"INCIDENCE_ANGLE = 34.18959 <DEG>\n",
"PHASE_ANGLE = 35.57212 <DEG>\n",
"EMISSION_ANGLE = 25.75180 <DEG>\n",
"LOCAL_HOUR_ANGLE = 157.17483 <DEG>\n",
"\n",
"/*** GEOMETRY FOR EACH SUBFRAME ***/\n",
"GROUP = SUBFRAME1_PARAMETERS\n",
" RETICLE_POINT_LATITUDE = (\"N/A\",\"N/A\",\"N/A\",\"N/A\")\n",
" RETICLE_POINT_LONGITUDE = (\"N/A\",\"N/A\",\"N/A\",\"N/A\")\n",
"END_GROUP = SUBFRAME1_PARAMETERS\n",
"\n",
"GROUP = SUBFRAME2_PARAMETERS\n",
" RETICLE_POINT_LATITUDE = (\"N/A\",\"N/A\",\"N/A\",\"N/A\")\n",
" RETICLE_POINT_LONGITUDE = (\"N/A\",\"N/A\",\"N/A\",\"N/A\")\n",
"END_GROUP = SUBFRAME2_PARAMETERS\n",
"\n",
"GROUP = SUBFRAME3_PARAMETERS\n",
" RETICLE_POINT_LATITUDE = (\"N/A\",\"N/A\",\"N/A\",\"N/A\")\n",
" RETICLE_POINT_LONGITUDE = (\"N/A\",\"N/A\",\"N/A\",\"N/A\")\n",
"END_GROUP = SUBFRAME3_PARAMETERS\n",
"\n",
"GROUP = SUBFRAME4_PARAMETERS\n",
" RETICLE_POINT_LATITUDE = (\"N/A\",\"N/A\",\"N/A\",\"N/A\")\n",
" RETICLE_POINT_LONGITUDE = (\"N/A\",\"N/A\",\"N/A\",\"N/A\")\n",
"END_GROUP = SUBFRAME4_PARAMETERS\n",
"\n",
"GROUP = SUBFRAME5_PARAMETERS\n",
" RETICLE_POINT_LATITUDE = (\"N/A\",\"N/A\",\"N/A\",\"N/A\")\n",
" RETICLE_POINT_LONGITUDE = (\"N/A\",\"N/A\",\"N/A\",\"N/A\")\n",
"END_GROUP = SUBFRAME5_PARAMETERS\n",
"\n",
"\n",
"OBJECT = IMAGE\n",
" LINES = 1024\n",
" LINE_SAMPLES = 1024\n",
" SAMPLE_TYPE = UNSIGNED_INTEGER\n",
" SAMPLE_BITS = 8\n",
" UNIT = \"N/A\"\n",
" DARK_STRIP_MEAN = 32.677\n",
"\n",
"/*** IMAGE STATISTICS OF ***/\n",
"/*** THE EXPOSED CCD AREA ***/\n",
" MINIMUM = 149.000\n",
" MAXIMUM = 210.000\n",
" MEAN = 172.177\n",
" STANDARD_DEVIATION = 5.368\n",
"\n",
"/*** PIXEL COUNTS ***/\n",
" SATURATED_PIXEL_COUNT = 0\n",
" MISSING_PIXELS = 0\n",
"END_OBJECT = IMAGE\n",
"END\n",
"'''}"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"#now write out a tempory file to send to the server\n",
"labelJson = 'EN1040199536M_tmp.json'\n",
"with open (labelJson, \"w\") as file:\n",
" file.write(json.dumps(label))"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"{\n",
" \"center_ephemeris_time\": 451147605.0744333,\n",
" \"detector_center\": {\n",
" \"line\": 512.5,\n",
" \"sample\": 512.5\n",
" },\n",
" \"detector_line_summing\": 1.0,\n",
" \"detector_sample_summing\": 1.0,\n",
" \"focal2pixel_lines\": [\n",
" 0.0,\n",
" 0.0,\n",
" 71.42857143\n",
" ],\n",
" \"focal2pixel_samples\": [\n",
" 0.0,\n",
" 71.42857143,\n",
" 0.0\n",
" ],\n",
" \"focal_length_model\": {\n",
" \"focal_epsilon\": 0.5,\n",
" \"focal_length\": 549.3810623601582\n",
" },\n",
" \"image_lines\": 1024.0,\n",
" \"image_samples\": 1024.0,\n",
" \"interpolation_method\": \"lagrange\",\n",
" \"name_model\": \"USGS_ASTRO_FRAME_SENSOR_MODEL\",\n",
" \"name_platform\": \"MESSENGER\",\n",
" \"name_sensor\": \"MSGR_MDIS_NAC\",\n",
" \"optical_distortion\": {\n",
" \"transverse\": {\n",
" \"x\": [\n",
" 0.0,\n",
" 1.001854269623802,\n",
" 0.0,\n",
" 0.0,\n",
" -0.0005094440474941111,\n",
" 0.0,\n",
" 1.004010471468856e-05,\n",
" 0.0,\n",
" 1.004010471468856e-05,\n",
" 0.0\n",
" ],\n",
" \"y\": [\n",
" 0.0,\n",
" 0.0,\n",
" 1.0,\n",
" 0.0009060010594996751,\n",
" 0.0,\n",
" 0.0003574842626620758,\n",
" 0.0,\n",
" 1.004010471468856e-05,\n",
" 0.0,\n",
" 1.004010471468856e-05\n",
" ]\n",
" }\n",
" },\n",
" \"radii\": {\n",
" \"semimajor\": 2439.4,\n",
" \"semiminor\": 2439.4,\n",
" \"unit\": \"km\"\n",
" },\n",
" \"reference_height\": {\n",
" \"maxheight\": 100.0,\n",
" \"minheight\": 0.0,\n",
" \"unit\": \"m\"\n",
" },\n",
" \"sensor_orientation\": {\n",
" \"quaternions\": [\n",
" [\n",
" -0.8877374379609909,\n",
" -0.010247617015037753,\n",
" -0.45209488341947773,\n",
" 0.08618261990620764\n",
" ]\n",
" ]\n",
" },\n",
" \"sensor_position\": {\n",
" \"positions\": [\n",
" [\n",
" -3279.1201857477286,\n",
" 390.3230049364595,\n",
" 1925.9898529121542\n",
" ]\n",
" ],\n",
" \"unit\": \"km\",\n",
" \"velocities\": [\n",
" [\n",
" -2.547000842924734,\n",
" -0.011564861941416427,\n",
" -1.4796124647787923\n",
" ]\n",
" ]\n",
" },\n",
" \"starting_detector_line\": 1.0,\n",
" \"starting_detector_sample\": 9.0,\n",
" \"starting_ephemeris_time\": 451147605.0564333,\n",
" \"sun_position\": {\n",
" \"positions\": [\n",
" [\n",
" -53046404.84767701,\n",
" -5689770.700290492,\n",
" -15657.28512137197,\n",
" 8.182831330090274\n",
" ]\n",
" ],\n",
" \"unit\": \"m\",\n",
" \"velocities\": [\n",
" [\n",
" 8.182831330090274,\n",
" 16.274844419591115,\n",
" 0.029174801724945354\n",
" ]\n",
" ]\n",
" }\n",
"}\n",
"\n"
]
}
],
"source": [
"import os\n",
"mdis_isd = os.popen('curl -X POST \"http://smalls:28080/v1/pds/\" -H \\\n",
" \"accept: application/json\" -H \"Content-Type: application/json\" \\\n",
" -d @EN1040199536M_tmp.json').read()\n",
"print(mdis_isd)"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"#now write out final MDIS ISD (metadata) directly next to the PDS IMG file. Must be the same name with a *.json ext.\n",
"with open ('JSON_MDIS_test/EN1040199536M.json', \"w\") as file:\n",
" file.write(mdis_isd)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## With the ISD, let's test MDIS camera model"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<CDLL '/home/jlaura/anaconda3/envs/ct/lib/libusgscsm.so', handle 265d540 at 0x7f8266ca9cf8>"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"#load library (until usgscam is pushed to conda-forge)\n",
"lib = '/home/jlaura/anaconda3/envs/ct/lib/libusgscsm.so'\n",
"ctypes.CDLL(lib)"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'USGS_ASTRO_FRAME_SENSOR_MODEL'"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"#find the USGS plugin and \n",
"plugin = csmapi.Plugin.findPlugin('UsgsAstroPluginCSM')\n",
"isd = csmapi.Isd('JSON_MDIS_test/EN1040199536M.IMG')\n",
"parsed_json = json.loads(mdis_isd)\n",
"model_name = parsed_json['name_model']\n",
"model_name"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"if plugin.canModelBeConstructedFromISD(isd, model_name):\n",
" model = plugin.constructModelFromISD(isd, model_name)\n",
"else:\n",
" print('not constructed')"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(1024.0, 1024.0)"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"isize = model.getImageSize()\n",
"isize.line, isize.samp"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(-2089469.0759335782, 236621.7942472352, 2820269.1360810646)"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ic = csmapi.ImageCoord(206, 206)\n",
"gnd = model.imageToGround(ic, 0)\n",
"gnd.x, gnd.y, gnd.z"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Plot the raw image"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Populating the interactive namespace from numpy and matplotlib\n"
]
}
],
"source": [
"import gdal\n",
"%pylab inline"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x7f82469af588>"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"d = gdal.Open('JSON_MDIS_test/EN1040199536M.IMG')\n",
"arr = d.GetRasterBand(1).ReadAsArray()\n",
"imshow(arr, cmap='gray')"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [],
"source": [
"res = np.empty((arr.shape[0] * arr.shape[1], 4))\n",
"res[:,0] = arr.ravel()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## run imageToGround over the entire image to get to ellipse centered ellipse fixed (ecef)"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [],
"source": [
"isize = model.getImageSize()\n",
"isize.line, isize.samp\n",
"c = 0\n",
"for i in range(int(isize.line)):\n",
" for j in range(int(isize.samp)):\n",
" ic = csmapi.ImageCoord(i, j)\n",
" grd = model.imageToGround(ic,0)\n",
" idx = (i*j)\n",
" res[c, 1] = grd.x\n",
" res[c, 2] = grd.y\n",
" res[c, 3] = grd.z\n",
" c += 1"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [],
"source": [
"import pandas as pd\n",
"import pyproj\n",
"import numpy as np"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [],
"source": [
"df = pd.DataFrame(res, columns=['dn', 'x', 'y', 'z'])\n",
"#Setup to reproject in pyproj (proj4)\n",
"ecef = pyproj.Proj(proj='geocent', a=2439400, b=2439400)\n",
"lla = pyproj.Proj(proj='longlat', a=2439400, b=2439400)\n",
"x = df.x.values\n",
"y = df.y.values\n",
"z = df.z.values\n",
"\n",
"#map project from ecef to lon/lat in degrees\n",
"lons, lats, alts = pyproj.transform(ecef, lla, x,y,z)"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [],
"source": [
"#build panda dataframe for all the transformed pixels\n",
"df = pd.DataFrame(np.vstack((lons, lats, df.dn.values)).T, columns=['longitude', 'latitude', 'dn'])"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>longitude</th>\n",
" <th>latitude</th>\n",
" <th>dn</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>173.727172</td>\n",
" <td>52.968547</td>\n",
" <td>33.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>173.727290</td>\n",
" <td>52.969991</td>\n",
" <td>33.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>173.727407</td>\n",
" <td>52.971436</td>\n",
" <td>32.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>173.727524</td>\n",
" <td>52.972880</td>\n",
" <td>32.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>173.727641</td>\n",
" <td>52.974324</td>\n",
" <td>159.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>173.727758</td>\n",
" <td>52.975768</td>\n",
" <td>160.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>173.727876</td>\n",
" <td>52.977213</td>\n",
" <td>159.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>173.727993</td>\n",
" <td>52.978657</td>\n",
" <td>159.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>173.728110</td>\n",
" <td>52.980101</td>\n",
" <td>159.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>173.728228</td>\n",
" <td>52.981545</td>\n",
" <td>159.0</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" longitude latitude dn\n",
"0 173.727172 52.968547 33.0\n",
"1 173.727290 52.969991 33.0\n",
"2 173.727407 52.971436 32.0\n",
"3 173.727524 52.972880 32.0\n",
"4 173.727641 52.974324 159.0\n",
"5 173.727758 52.975768 160.0\n",
"6 173.727876 52.977213 159.0\n",
"7 173.727993 52.978657 159.0\n",
"8 173.728110 52.980101 159.0\n",
"9 173.728228 52.981545 159.0"
]
},
"execution_count": 18,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df.head(10)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Now convert from Lat/Lon/DN into an interpolated raster"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Modified from: http://gis.stackexchange.com/questions/177061/ascii-file-with-latitude-longitude-and-data-to-geotiff-using-python"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/home/thare/.conda/envs/cam/lib/python3.6/site-packages/ipykernel_launcher.py:7: DeprecationWarning: object of type <class 'float'> cannot be safely interpreted as an integer.\n",
" import sys\n",
"/home/thare/.conda/envs/cam/lib/python3.6/site-packages/ipykernel_launcher.py:8: DeprecationWarning: object of type <class 'float'> cannot be safely interpreted as an integer.\n",
" \n",
"/home/thare/.conda/envs/cam/lib/python3.6/site-packages/ipykernel_launcher.py:12: MatplotlibDeprecationWarning: The griddata function was deprecated in Matplotlib 2.2 and will be removed in 3.1. Use scipy.interpolate.griddata instead.\n",
" if sys.path[0] == '':\n"
]
}
],
"source": [
"import matplotlib.mlab as ml\n",
"\n",
"# create grid\n",
"xmin, xmax, ymin, ymax = [min(df.longitude), max(df.longitude),\n",
" min(df.latitude), max(df.latitude)]\n",
"\n",
"xi = np.linspace(xmin, xmax, isize.line)\n",
"yi = np.linspace(ymin, ymax, isize.samp)\n",
"xi, yi = np.meshgrid(xi, yi)\n",
"\n",
"# linear interpolation\n",
"zi = ml.griddata(df.longitude, df.latitude, df.dn, xi, yi, interp='linear')\n",
"final_array = np.asarray(np.rot90(np.transpose(zi)))"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x7f81fdf608d0>"
]
},
"execution_count": 20,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 432x432 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"#plot map projected image\n",
"figsize(6,6)\n",
"imshow(final_array, cmap='gray')"
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {},
"outputs": [],
"source": [
"# still need to set projection\n",
"outfile = 'out.tif'\n",
"driver = gdal.GetDriverByName(\"GTiff\")\n",
"dst_ds = driver.Create(outfile, int(isize.line), int(isize.samp), 1, gdal.GDT_Byte)\n",
"dst_ds.GetRasterBand(1).WriteArray(final_array)\n",
"dst_ds.SetProjection(lla.srs)\n",
"\n",
"# Have to manually compute and set the geotransform.\n",
"#gt = im.GetGeoTransform()\n",
"#dst_ds.SetGeoTransform(gt)\n",
"dst_ds = None\n",
"\n",
"final_tif = gdal.Open(outfile).ReadAsArray()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Let's plot the footprint on a web map "
]
},
{
"cell_type": "code",
"execution_count": 23,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<img src=\"http://planetarymaps.usgs.gov/cgi-bin/mapserv?map=/maps/mercury/mercury_simp_cyl.map&SERVICE=WMS&VERSION=1.1.1&SRS=EPSG:4326&STYLES=&REQUEST=GetMap&FORMAT=image%2Fjpeg&LAYERS=MESSENGER_Color&BBOX=-180,-90,180,90&WIDTH=500&HEIGHT=250\"/>"
],
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"execution_count": 23,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"from string import Template\n",
"from IPython.display import display, Image\n",
"\n",
"#start and end points\n",
"P1=[-90,-180]\n",
"P2=[90,180]\n",
"\n",
"mercury_WMS = Template(\"http://planetarymaps.usgs.gov/cgi-bin/mapserv?map=/maps/mercury/mercury_simp_cyl.map&SERVICE=WMS&VERSION=1.1.1&SRS=EPSG:4326&STYLES=&REQUEST=GetMap&FORMAT=image%2Fjpeg&LAYERS=MESSENGER_Color&BBOX=$lon1,$lat1,$lon2,$lat2&WIDTH=500&HEIGHT=250\")\n",
"cmd = mercury_WMS.substitute(lon1=P1[1], lat1=P1[0], lon2=P2[1], lat2=P2[0])\n",
"\n",
"from IPython.display import Image\n",
"marray = Image(url=cmd)\n",
"marray"
]
},
{
"cell_type": "code",
"execution_count": 24,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"('mercuryColor_small.jpg', <http.client.HTTPMessage at 0x7f81fde03438>)"
]
},
"execution_count": 24,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"#same image for use with Basemap (workaround)\n",
"from urllib.request import urlretrieve\n",
"urlretrieve(cmd, \"mercuryColor_small.jpg\")"
]
},
{
"cell_type": "code",
"execution_count": 25,
"metadata": {},
"outputs": [],
"source": [
"from shapely.geometry import Polygon \n",
"import numpy as np\n",
"\n",
"def footprint(camera, isd):\n",
" def rect_to_lat(x, y, z, radius=2439400):\n",
" ecef = pyproj.Proj(proj='geocent', a=radius, b=radius)\n",
" lla = pyproj.Proj(proj='longlat', a=radius, b=radius)\n",
" return pyproj.transform(ecef, lla, x, y, z)\n",
"\n",
" nlines = isize.line \n",
" nsamples = isize.samp\n",
" \n",
" corner_pixels = [csmapi.ImageCoord(0, 0),\n",
" csmapi.ImageCoord(0, nsamples-1),\n",
" csmapi.ImageCoord(nlines-1, nsamples-1),\n",
" csmapi.ImageCoord(nlines-1, 0)]\n",
" \n",
" ground_list = []\n",
" for pixel in corner_pixels:\n",
" gnd = model.imageToGround(pixel,0)\n",
" lat, lon, alt = rect_to_lat(gnd.x, gnd.y, gnd.z)\n",
" ground_list.append([lat, lon, alt])\n",
" ground_corners = np.asarray(ground_list)\n",
" footprint = Polygon(ground_corners[:,[0,1]])\n",
" return footprint\n",
" \n",
"poly = footprint(model, isd)"
]
},
{
"cell_type": "code",
"execution_count": 26,
"metadata": {},
"outputs": [],
"source": [
"from mpl_toolkits.basemap import Basemap\n",
"from matplotlib.collections import PatchCollection\n",
"from matplotlib.patches import PathPatch"
]
},
{
"cell_type": "code",
"execution_count": 27,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 864x432 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig = plt.figure(figsize=(12,6))\n",
"\n",
"map = Basemap(llcrnrlon=-180,llcrnrlat=-90,urcrnrlon=180,urcrnrlat=90,\n",
" resolution='l', projection='cyl', lat_0 = 0.0, lon_0 = 0.0,\n",
" rsphere=2439400)\n",
"\n",
"x, y = poly.exterior.coords.xy\n",
"map.scatter(x, y, latlon=True, color='red')\n",
"\n",
"#map.readshapefile('cartography_input/mc5m_quadsdd_dense', 'MarsChart5M', drawbounds = True, linewidth=4)\n",
"\n",
"mercurySmall = 'mercuryColor_small.jpg'\n",
"# Use origin='lower' to flip the image\n",
"map.imshow(plt.imread(mercurySmall), origin='upper')\n",
"\n",
"# Use numpy to define 30 degree meridians and parallels and add to the defined map\n",
"meridians = np.arange(-180,181,30)\n",
"parallels = np.arange(-90,91,30)\n",
"\n",
"map.drawmeridians(meridians, color='w',labels=[True,False,False,True], alpha=0.5)\n",
"map.drawparallels(parallels,color='w',labels=[True,False,False,True], alpha=0.5)\n",
"\n",
"plt.title('Color Mercury (MESSENGER) with map projected footprint')\n",
"plt.show()"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.6.6"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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