Vizzuality/landgriffon

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "580df89f",
   "metadata": {},
   "source": [
    "## Carbon emissions due to land use change\n",
    "\n",
    "Based on the [exploratory document](https://docs.google.com/document/d/19D1WKgLqVelLlG98aHHoYxhaj6VJHH4bcRTPY33HmJ8/edit#heading=h.g8tlcpcbnmgq) we propose the calculation of carbon emissions due to land use change. TO that end, we will need to compute first the land use change impact using tree cover loss data as it's explained in the 3_deforestation_indicator noteebok. Once we have extimated the deforestation risk due to land use change for a specific commodity we can calculate the related carbon emissions using the ipcc recommendations. \n",
    "\n",
    "Therefore, the formula to calculate the carbon emissions due to land use change would be:\n",
    "\n",
    "    Carbon emissions due to land use change (tCO2e / year)  =  total tree cover area lost (Hectare) * Net forest GHG flux - 2001-2020 (tCO₂e / Hectare) * 10000/19 (unit conversion) *   probability purchase area (unitless) \n",
    "\n",
    "Where: \n",
    "\n",
    "- Probability purchase area is the potential area where a certain commodity has been purchased from. The calculation of this probability purchase area has been done in the 05_probability_area notebook and on the 0_2_biodiversity_indicator notebook for a test location in indonesia.\n",
    "\n",
    "- Total tree cover area lost (Hectare) would be the total tree cover loss detected using Hansen data (Satelligence data). This approach is reflected in the 0_3_Deforestation:Risk notebook.\n",
    "\n",
    "- Net forest GHG flux - 2001-2020 (tCO₂e / Hectare)  represents the net exchange of carbon between forests and the atmosphere between 2001 and 2020, calculated as the balance between carbon emitted by forests and removed by (or sequestered by) forests.\n",
    "\n",
    "- The division by 19 to obtain average annual net GHG flux and the multiplication by 10000 to ha.\n",
    "\n",
    "The datasets that we will use are:\n",
    "\n",
    "- Net forest GHG flux - 2001-2020 (tCO₂e / Hectare) * 10000/19 (unit conversion) from gfw\n",
    "- tree cover loss detection from satelligence\n",
    "\n",
    "NOTE: For the prototype we will be using the earthstat carbon emissions dataset to estimate the ghg emissions due to land use change.\n",
    "\n",
    "\n",
    "## Table of Contents\n",
    "- ### [1. Import libraries](#libraries)\n",
    "- ### [2. Carbon emissions due to land use change risk](#risk)\n",
    "    - #### [2.1 Explore carbon datasets](#carbon)\n",
    "    - #### [2.2 Explore deforestation datasets](#deforestation)\n",
    "    - #### [2.3 Calculate risk map](#risk_map)\n",
    "- ### [3. Carbon emissions due to land use change metric](#metric)\n",
    "    - #### [3.1 Probability purchase area](#purchase_area)\n",
    "    - #### [3.2 Calculation of the carbon emissions metric](#carbon_metric)\n",
    "- ### [4. Final notes](#finalNotes)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6dc5785e",
   "metadata": {},
   "source": [
    "<a id='libraries'></a>\n",
    "## 1. Import libraries"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "8b86d5bf",
   "metadata": {},
   "outputs": [],
   "source": [
    "# import lib\n",
    "import os\n",
    "import io\n",
    "import requests\n",
    "import zipfile\n",
    "\n",
    "import rasterio as rio\n",
    "import rasterio.plot\n",
    "import matplotlib.pyplot as plt\n",
    "from rasterio.plot import show_hist"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f8bb6e2b",
   "metadata": {},
   "source": [
    "<a id='risk'></a>\n",
    "## 2. Carbon emissions due to land use change risk\n",
    "\n",
    "THe first step for calculating the impact metric in a user location would be calculating the carbon emissions risk in that location due to land use change. THe formula that we will be using would be:\n",
    "\n",
    "    Carbon emissions due to land use change risk (tCO2e / year)  =  total tree cover area lost (Hectare) * Net forest GHG flux - 2001-2020 (tCO₂e / Hectare) * 10000/19 (unit conversion)\n",
    " \n",
    "<a id='carbon'></a>\n",
    "### 2.1 Explore carbon datasets\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "aa30d61b",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Net flux:\n",
      "{'driver': 'PNG', 'dtype': 'uint8', 'nodata': None, 'width': 256, 'height': 256, 'count': 4, 'crs': None, 'transform': Affine(1.0, 0.0, 0.0,\n",
      "       0.0, 1.0, 0.0), 'tiled': False, 'interleave': 'pixel'}\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/opt/conda/lib/python3.8/site-packages/rasterio/__init__.py:207: NotGeoreferencedWarning: Dataset has no geotransform, gcps, or rpcs. The identity matrix be returned.\n",
      "  s = DatasetReader(path, driver=driver, sharing=sharing, **kwargs)\n"
     ]
    }
   ],
   "source": [
    "print('Net flux:')\n",
    "filepath = 'https://tiles.globalforestwatch.org/gfw_forest_carbon_net_flux/v20210331/tcd_30/4/12/7.png'\n",
    "with rio.open(filepath) as src:\n",
    "    print(src.profile)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "e5b06cf6",
   "metadata": {},
   "outputs": [
    {
     "data": {
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\n",
      "text/plain": [
       "<Figure size 1080x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#check calculated risk map\n",
    "with rio.open( 'https://tiles.globalforestwatch.org/gfw_forest_carbon_net_flux/v20210331/tcd_30/4/12/7.png') as src:\n",
    "    dat = src.read(1)\n",
    "    fig, ax = plt.subplots(figsize=[15,10])\n",
    "    #ax.set_ylim((-5,40))\n",
    "    #ax.set_xlim((60,100))\n",
    "    rio.plot.show(dat, vmin=-10, vmax=350, cmap='YlGnBu', ax=ax, transform=src.transform)\n",
    "    #gdf_india.plot(ax=ax, alpha=0.5, color='Orange', edgecolor='yellow')\n",
    "    ax.set_title('Carbon net flux tile')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e5fe8d94",
   "metadata": {},
   "source": [
    "As has been commented above, for the prototype we will be using, temporarily, the crabon emissions estimations from earthstat and the deforestation risk map estimated in the 0_3_deforestation_indicator notebook."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "369824f4",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Downloading dataset...\n",
      "Done\n",
      "['GHGEmissions_Geotiff/food_kcal_emissions.tif', 'GHGEmissions_Geotiff/hectare_emissions.tif', 'GHGEmissions_Geotiff/kcal_emissions.tif', 'GHGEmissions_Geotiff/total_emissions.tif']\n"
     ]
    }
   ],
   "source": [
    "# download carbon emissions dataset from earthstat\n",
    "url = 'https://s3.us-east-2.amazonaws.com/earthstatdata/GHGEmissions_Geotiff.zip'\n",
    "local_path = '../../datasets/raw/carbon_indicators'\n",
    "if not os.path.isdir(local_path):\n",
    "    os.mkdir(local_path)\n",
    "print('Downloading dataset...')\n",
    "r = requests.get(url)\n",
    "z = zipfile.ZipFile(io.BytesIO(r.content))\n",
    "print(\"Done\")\n",
    "z.extractall(path=local_path) # extract to folder\n",
    "filenames = [y for y in sorted(z.namelist()) for ending in ['tif'] if y.endswith(ending)] \n",
    "print(filenames)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "ce99d30d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Driver: GTiff/GeoTIFF\n",
      "Files: ../../datasets/raw/carbon_indicators/GHGEmissions_Geotiff/total_emissions.tif\n",
      "       ../../datasets/raw/carbon_indicators/GHGEmissions_Geotiff/total_emissions.tif.ovr\n",
      "       ../../datasets/raw/carbon_indicators/GHGEmissions_Geotiff/total_emissions.tif.aux.xml\n",
      "Size is 4320, 2160\n",
      "Coordinate System is:\n",
      "GEOGCRS[\"WGS 84\",\n",
      "    DATUM[\"World Geodetic System 1984\",\n",
      "        ELLIPSOID[\"WGS 84\",6378137,298.257223563,\n",
      "            LENGTHUNIT[\"metre\",1]]],\n",
      "    PRIMEM[\"Greenwich\",0,\n",
      "        ANGLEUNIT[\"degree\",0.0174532925199433]],\n",
      "    CS[ellipsoidal,2],\n",
      "        AXIS[\"geodetic latitude (Lat)\",north,\n",
      "            ORDER[1],\n",
      "            ANGLEUNIT[\"degree\",0.0174532925199433]],\n",
      "        AXIS[\"geodetic longitude (Lon)\",east,\n",
      "            ORDER[2],\n",
      "            ANGLEUNIT[\"degree\",0.0174532925199433]],\n",
      "    ID[\"EPSG\",4326]]\n",
      "Data axis to CRS axis mapping: 2,1\n",
      "Origin = (-180.000000000000000,89.999999999989768)\n",
      "Pixel Size = (0.083333333333329,-0.083333333333329)\n",
      "Metadata:\n",
      "  AREA_OR_POINT=Area\n",
      "  TIFFTAG_SOFTWARE=MATLAB 8.5, Mapping Toolbox 4.1\n",
      "Image Structure Metadata:\n",
      "  COMPRESSION=PACKBITS\n",
      "  INTERLEAVE=BAND\n",
      "Corner Coordinates:\n",
      "Upper Left  (-180.0000000,  90.0000000) (180d 0' 0.00\"W, 90d 0' 0.00\"N)\n",
      "Lower Left  (-180.0000000, -90.0000000) (180d 0' 0.00\"W, 90d 0' 0.00\"S)\n",
      "Upper Right ( 180.0000000,  90.0000000) (180d 0' 0.00\"E, 90d 0' 0.00\"N)\n",
      "Lower Right ( 180.0000000, -90.0000000) (180d 0' 0.00\"E, 90d 0' 0.00\"S)\n",
      "Center      (  -0.0000000,  -0.0000000) (  0d 0' 0.00\"W,  0d 0' 0.00\"S)\n",
      "Band 1 Block=432x224 Type=Float32, ColorInterp=Gray\n",
      "  Overviews: 2160x1080, 1080x540, 540x270, 270x135\n"
     ]
    }
   ],
   "source": [
    "!gdalinfo $local_path/'GHGEmissions_Geotiff/total_emissions.tif'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "6b44dcc2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1080x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "## visualize raster with rasterio\n",
    "with rio.open( local_path + '/GHGEmissions_Geotiff/total_emissions.tif') as src:\n",
    "    dat = src.read(1)\n",
    "    fig, ax = plt.subplots(figsize=[15,10])\n",
    "    #ax.set_ylim((-5,40))\n",
    "    #ax.set_xlim((60,100))\n",
    "    rio.plot.show(dat, vmin=0, vmax=444, cmap='Greens', ax=ax, transform=src.transform)\n",
    "    ax.set_title('Total Carbon Emissions from cropland - earthstat')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c4a45ed6",
   "metadata": {},
   "source": [
    "<a id='deforestation'></a>\n",
    "### 2.2 Explore deforestation datasets\n",
    "\n",
    "NOTE: A test deforestation dataset has been already produced as part of the deforestation indicator exploration."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "fdb43145",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "deforestation_metric_ha_2018_3857_test_location.tif\r\n",
      "deforestation_metric_ha_2018_3857_test_location.tif.aux.xml\r\n",
      "deforestation_risk_ha_2018_new_extent_3857.tif\r\n",
      "deforestation_risk_ha_2018_new_extent.tif\r\n",
      "deforestation_risk_ha_2018.tif\r\n"
     ]
    }
   ],
   "source": [
    "!ls ../../datasets/processed/deforestation_indicators/deforestation_risk_ha_2018.tif"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "01f8d916",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Driver: GTiff/GeoTIFF\n",
      "Files: ../../datasets/processed/deforestation_indicators/deforestation_risk_ha_2018.tif\n",
      "Size is 14063, 14995\n",
      "Coordinate System is:\n",
      "GEOGCRS[\"WGS 84\",\n",
      "    DATUM[\"World Geodetic System 1984\",\n",
      "        ELLIPSOID[\"WGS 84\",6378137,298.257223563,\n",
      "            LENGTHUNIT[\"metre\",1]]],\n",
      "    PRIMEM[\"Greenwich\",0,\n",
      "        ANGLEUNIT[\"degree\",0.0174532925199433]],\n",
      "    CS[ellipsoidal,2],\n",
      "        AXIS[\"geodetic latitude (Lat)\",north,\n",
      "            ORDER[1],\n",
      "            ANGLEUNIT[\"degree\",0.0174532925199433]],\n",
      "        AXIS[\"geodetic longitude (Lon)\",east,\n",
      "            ORDER[2],\n",
      "            ANGLEUNIT[\"degree\",0.0174532925199433]],\n",
      "    ID[\"EPSG\",4326]]\n",
      "Data axis to CRS axis mapping: 2,1\n",
      "Origin = (100.024523992019894,2.919151450478214)\n",
      "Pixel Size = (0.000269494417976,-0.000269495165055)\n",
      "Metadata:\n",
      "  AREA_OR_POINT=Area\n",
      "Image Structure Metadata:\n",
      "  INTERLEAVE=BAND\n",
      "Corner Coordinates:\n",
      "Upper Left  ( 100.0245240,   2.9191515) (100d 1'28.29\"E,  2d55' 8.95\"N)\n",
      "Lower Left  ( 100.0245240,  -1.1219285) (100d 1'28.29\"E,  1d 7'18.94\"S)\n",
      "Upper Right ( 103.8144240,   2.9191515) (103d48'51.93\"E,  2d55' 8.95\"N)\n",
      "Lower Right ( 103.8144240,  -1.1219285) (103d48'51.93\"E,  1d 7'18.94\"S)\n",
      "Center      ( 101.9194740,   0.8986115) (101d55'10.11\"E,  0d53'55.00\"N)\n",
      "Band 1 Block=14063x1 Type=Float32, ColorInterp=Gray\n",
      "  Minimum=0.000, Maximum=0.000, Mean=0.000, StdDev=0.000\n",
      "0...10...20...30...40...50...60...70...80...90...100 - done.\n",
      "  256 buckets from -6.66538e-08 to 3.40601e-05:\n",
      "  206972897 120262 6406 93954 36988 39826 22119 72253 33174 62362 35043 33592 41427 6154 31870 14652 1813 12756 7757 71372 10544 44763 43290 40065 26243 3825 748 30371 71648 99250 8100 25894 13381 6429 19916 62793 19208 41103 18254 48632 68484 10221 9212 7868 35617 4255 62153 25882 27608 1573 10209 5656 14626 28824 29607 12181 877 16548 30104 5505 11480 8613 19443 15796 12114 12513 21783 15386 30987 11251 5563 22215 13279 19399 20799 14981 15938 36149 16598 11683 13297 6455 14300 5372 28562 20372 7812 28245 25753 23310 3722 50285 6393 6663 15892 13634 17730 25107 22665 3469 35516 20589 5949 29409 10127 22501 6606 53982 16588 16003 1148 26881 1185 8451 12168 5103 1384 3917 26127 571 13612 15989 44100 566 24220 6314 22094 6502 3060 11725 18183 3887 26392 8549 20562 28817 12420 5203 25249 12781 9742 13655 15485 36445 24445 36283 3195 2109 15535 12856 5021 8935 23535 13747 14906 21540 13170 10677 6044 19925 6216 50078 26981 19721 6646 6462 15498 2222 940 7179 14725 5216 13973 17064 10300 19302 10673 4523 30214 7243 11105 24612 7398 1392 4399 0 1072 28567 30544 3307 9125 15229 7500 1242 1143 0 12065 623 7943 1975 0 9931 7646 0 1288 5095 0 0 0 1359 12683 0 8093 457 439 4652 3507 1222 0 0 105 0 7460 0 0 0 0 0 0 0 0 0 0 0 0 2767 0 0 0 5108 0 0 0 0 0 0 0 0 0 0 0 0 505 0 0 3119 \n",
      "  Metadata:\n",
      "    STATISTICS_MAXIMUM=3.3993426768575e-05\n",
      "    STATISTICS_MEAN=1.9673679705447e-07\n",
      "    STATISTICS_MINIMUM=0\n",
      "    STATISTICS_STDDEV=1.798357087374e-06\n",
      "    STATISTICS_VALID_PERCENT=100\n"
     ]
    }
   ],
   "source": [
    "deforestation_path = '../../datasets/processed/deforestation_indicators'\n",
    "!gdalinfo -stats -hist $deforestation_path/'deforestation_risk_ha_2018.tif'\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "4ba80dee",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1080x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "## visualize raster with rasterio\n",
    "with rio.open( deforestation_path + '/deforestation_risk_ha_2018.tif') as src:\n",
    "    dat = src.read(1)\n",
    "    fig, ax = plt.subplots(figsize=[15,10])\n",
    "    ax.set_ylim((-1.1219285,2.9191515))\n",
    "    ax.set_xlim((100.0245240,103.8144240))\n",
    "    rio.plot.show(dat, vmin=1.9673679705447e-07, vmax=3.3993426768575e-05, cmap='Oranges', ax=ax, transform=src.transform)\n",
    "    ax.set_title('Deforestation in test location with satelligence data')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cf7618c9",
   "metadata": {},
   "source": [
    "<a id='risk_map'></a>\n",
    "### 2.3 Calculate risk map\n",
    "\n",
    "Before performing the calculations we need to put the two datasets into the same projection (in this case they are in the epsg4326 projection) and same extent:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "c0171fb9",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Input file size is 4320, 2160\n",
      "0...10...20...30...40...50...60...70...80...90...100 - done.\n"
     ]
    }
   ],
   "source": [
    "# set the carbon emissions into the same extent as the deforestation risk map\n",
    "!gdal_translate -projwin 100.024523992 2.91915145 103.814423992 -1.12192855 -of GTiff '../../datasets/raw/carbon_indicators/GHGEmissions_Geotiff/total_emissions.tif' '../../datasets/raw/carbon_indicators/GHGEmissions_Geotiff/total_emissions_clipped_4326.tif'"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fad31d98",
   "metadata": {},
   "source": [
    "Once we have the two rasters with the same extent we need to get them into the same resolution. To do this we need to downsample the total carbon emissions from 10 km into 30m resolution. The workflow would be:\n",
    "\n",
    "- get the total emissions by area unit - divide the total emissions by the pixel area\n",
    "- donwsample the information from 10km to 30m\n",
    "- multiply the downsampled raster by the pixel area to get the info in the total area\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "81b6f3c8",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.. 50.. 100 - Done\r\n"
     ]
    }
   ],
   "source": [
    "#get the total emissions by area unit\n",
    "!gdal_calc.py -A '../../datasets/raw/carbon_indicators/GHGEmissions_Geotiff/total_emissions_clipped_4326.tif' --outfile='../../datasets/raw/carbon_indicators/GHGEmissions_Geotiff/total_emissions_clipped_4326_byArea.tif' --calc=\"A*(0.083333333333329*0.083333333333329)\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "cf74406c",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Creating output file that is 13915P x 14843L.\n",
      "Processing ../../datasets/raw/carbon_indicators/GHGEmissions_Geotiff/total_emissions_clipped_4326_byArea.tif [1/1] : 0Using internal nodata values (e.g. 3.40282e+38) for image ../../datasets/raw/carbon_indicators/GHGEmissions_Geotiff/total_emissions_clipped_4326_byArea.tif.\n",
      "Copying nodata values from source ../../datasets/raw/carbon_indicators/GHGEmissions_Geotiff/total_emissions_clipped_4326_byArea.tif to destination ../../datasets/raw/carbon_indicators/GHGEmissions_Geotiff/total_emissions_clipped_4326_byArea_30m.tif.\n",
      "...10...20...30...40...50...60...70...80...90...100 - done.\n"
     ]
    }
   ],
   "source": [
    "# downsample the generated data\n",
    "!gdalwarp -s_srs EPSG:4326 -tr 0.000269494417976 0.000269494417976 -r near -of GTiff '../../datasets/raw/carbon_indicators/GHGEmissions_Geotiff/total_emissions_clipped_4326_byArea.tif' '../../datasets/raw/carbon_indicators/GHGEmissions_Geotiff/total_emissions_clipped_4326_byArea_30m.tif'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "dd36095b",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 100 - Done\r\n"
     ]
    }
   ],
   "source": [
    "#normalise the downsample values by the pixel area\n",
    "!gdal_calc.py -A '../../datasets/raw/carbon_indicators/GHGEmissions_Geotiff/total_emissions_clipped_4326_byArea_30m.tif' --outfile='../../datasets/raw/carbon_indicators/GHGEmissions_Geotiff/total_emissions_clipped_4326_30m.tif' --calc=\"A/(0.000269494417976*0.000269494417976)\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "cfb69533",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Driver: GTiff/GeoTIFF\n",
      "Files: ../../datasets/raw/carbon_indicators/GHGEmissions_Geotiff/total_emissions_clipped_4326_30m.tif\n",
      "Size is 13915, 14843\n",
      "Coordinate System is:\n",
      "GEOGCRS[\"WGS 84\",\n",
      "    DATUM[\"World Geodetic System 1984\",\n",
      "        ELLIPSOID[\"WGS 84\",6378137,298.257223563,\n",
      "            LENGTHUNIT[\"metre\",1]]],\n",
      "    PRIMEM[\"Greenwich\",0,\n",
      "        ANGLEUNIT[\"degree\",0.0174532925199433]],\n",
      "    CS[ellipsoidal,2],\n",
      "        AXIS[\"geodetic latitude (Lat)\",north,\n",
      "            ORDER[1],\n",
      "            ANGLEUNIT[\"degree\",0.0174532925199433]],\n",
      "        AXIS[\"geodetic longitude (Lon)\",east,\n",
      "            ORDER[2],\n",
      "            ANGLEUNIT[\"degree\",0.0174532925199433]],\n",
      "    ID[\"EPSG\",4326]]\n",
      "Data axis to CRS axis mapping: 2,1\n",
      "Origin = (99.999999999984084,2.999999999994714)\n",
      "Pixel Size = (0.000269494417976,-0.000269494417976)\n",
      "Metadata:\n",
      "  AREA_OR_POINT=Area\n",
      "Image Structure Metadata:\n",
      "  INTERLEAVE=BAND\n",
      "Corner Coordinates:\n",
      "Upper Left  ( 100.0000000,   3.0000000) (100d 0' 0.00\"E,  3d 0' 0.00\"N)\n",
      "Lower Left  ( 100.0000000,  -1.0001056) (100d 0' 0.00\"E,  1d 0' 0.38\"S)\n",
      "Upper Right ( 103.7500148,   3.0000000) (103d45' 0.05\"E,  3d 0' 0.00\"N)\n",
      "Lower Right ( 103.7500148,  -1.0001056) (103d45' 0.05\"E,  1d 0' 0.38\"S)\n",
      "Center      ( 101.8750074,   0.9999472) (101d52'30.03\"E,  0d59'59.81\"N)\n",
      "Band 1 Block=13915x1 Type=Float32, ColorInterp=Gray\n",
      "  NoData Value=3.40282346600000016e+38\n"
     ]
    }
   ],
   "source": [
    "!gdalinfo '../../datasets/raw/carbon_indicators/GHGEmissions_Geotiff/total_emissions_clipped_4326_30m.tif'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "005abc8c",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Input file size is 14063, 14995\n",
      "Warning 1: Computed -srcwin -91 -300 13915 14843 falls partially outside raster extent. Going on however.\n",
      "0...10...20...30...40...50...60...70...80...90...100 - done.\n"
     ]
    }
   ],
   "source": [
    "# set the carbon emissions into the same extent as the deforestation risk map\n",
    "!gdal_translate -projwin 100.0000000   3.0000000 103.7500148  -1.0001056 -of GTiff '../../datasets/processed/deforestation_indicators/deforestation_risk_ha_2018.tif' '../../datasets/processed/deforestation_indicators/deforestation_risk_ha_2018_new_xxtent_bio.tif'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "id": "ea884f0a",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 0.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 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     ]
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    {
     "name": "stdout",
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97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 100 - Done\n"
     ]
    }
   ],
   "source": [
    "#calculate the ri\n",
    "!gdal_calc.py -A '../../datasets/processed/deforestation_indicators/deforestation_risk_ha_2018_new_xxtent_bio.tif' -B '../../datasets/raw/carbon_indicators/GHGEmissions_Geotiff/total_emissions_clipped_4326_30m.tif' --outfile='../../datasets/processed/carbon_indicators/carbon_risk_cotton_epsg4326_tCO2e_v2.tif' --calc=\"A*(B)\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "id": "956f5335",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Driver: GTiff/GeoTIFF\n",
      "Files: ../../datasets/processed/carbon_indicators/carbon_risk_cotton_epsg4326_tCO2e_v2.tif\n",
      "Size is 13915, 14843\n",
      "Coordinate System is:\n",
      "GEOGCRS[\"WGS 84\",\n",
      "    DATUM[\"World Geodetic System 1984\",\n",
      "        ELLIPSOID[\"WGS 84\",6378137,298.257223563,\n",
      "            LENGTHUNIT[\"metre\",1]]],\n",
      "    PRIMEM[\"Greenwich\",0,\n",
      "        ANGLEUNIT[\"degree\",0.0174532925199433]],\n",
      "    CS[ellipsoidal,2],\n",
      "        AXIS[\"geodetic latitude (Lat)\",north,\n",
      "            ORDER[1],\n",
      "            ANGLEUNIT[\"degree\",0.0174532925199433]],\n",
      "        AXIS[\"geodetic longitude (Lon)\",east,\n",
      "            ORDER[2],\n",
      "            ANGLEUNIT[\"degree\",0.0174532925199433]],\n",
      "    ID[\"EPSG\",4326]]\n",
      "Data axis to CRS axis mapping: 2,1\n",
      "Origin = (99.999999999984084,2.999999999994714)\n",
      "Pixel Size = (0.000269494417976,-0.000269495165055)\n",
      "Metadata:\n",
      "  AREA_OR_POINT=Area\n",
      "Image Structure Metadata:\n",
      "  INTERLEAVE=BAND\n",
      "Corner Coordinates:\n",
      "Upper Left  ( 100.0000000,   3.0000000) (100d 0' 0.00\"E,  3d 0' 0.00\"N)\n",
      "Lower Left  ( 100.0000000,  -1.0001167) (100d 0' 0.00\"E,  1d 0' 0.42\"S)\n",
      "Upper Right ( 103.7500148,   3.0000000) (103d45' 0.05\"E,  3d 0' 0.00\"N)\n",
      "Lower Right ( 103.7500148,  -1.0001167) (103d45' 0.05\"E,  1d 0' 0.42\"S)\n",
      "Center      ( 101.8750074,   0.9999416) (101d52'30.03\"E,  0d59'59.79\"N)\n",
      "Band 1 Block=13915x1 Type=Float32, ColorInterp=Gray\n",
      "  Minimum=0.000, Maximum=907509.000, Mean=822.800, StdDev=14011.498\n",
      "0...10...20...30...40...50...60...70...80...90...100 - done.\n",
      "  256 buckets from -1779.43 to 909288:\n",
      "  203811675 750065 231649 191419 144545 103689 94383 82252 97724 25591 50506 50065 58821 37022 48608 24775 2975 16209 18362 3893 11066 12551 49427 15030 27646 30044 19903 19673 10352 4857 11609 22890 48663 3028 16741 4601 7360 12706 17492 5544 1930 1598 2337 3624 0 2003 9030 2397 29505 15100 15190 2437 0 612 2460 7233 2172 0 10509 7446 915 9762 67 2778 5784 3010 2276 1655 0 1632 4481 0 3280 552 1530 8894 13744 5044 434 2889 3149 803 3170 3750 4354 4628 0 5876 1948 7989 0 1897 4818 1968 1483 0 1485 8289 1859 10691 6921 2825 1901 0 0 0 0 7017 8163 5821 14828 728 0 0 0 0 339 0 2940 0 1128 0 0 2152 0 1286 0 1234 0 3010 1143 0 2971 0 0 0 1146 2953 0 4698 378 0 0 0 3353 0 0 0 0 0 5 0 0 2127 0 0 0 0 0 0 0 0 0 0 0 197 0 0 0 0 0 4092 0 0 0 0 2687 0 0 0 0 0 0 0 0 0 105 1242 1065 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 34 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3505 471 \n",
      "  NoData Value=3.40282346600000016e+38\n",
      "  Metadata:\n",
      "    STATISTICS_MAXIMUM=907509\n",
      "    STATISTICS_MEAN=822.80045408519\n",
      "    STATISTICS_MINIMUM=0\n",
      "    STATISTICS_STDDEV=14011.497867742\n",
      "    STATISTICS_VALID_PERCENT=100\n"
     ]
    }
   ],
   "source": [
    "!gdalinfo -stats -hist '../../datasets/processed/carbon_indicators/carbon_risk_cotton_epsg4326_tCO2e_v2.tif'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "id": "1cdfbe9a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1080x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "## visualize raster with rasterio\n",
    "with rio.open('../../datasets/processed/carbon_indicators/carbon_risk_cotton_epsg4326_tCO2e_v2.tif') as src:\n",
    "    dat = src.read(1)\n",
    "    fig, ax = plt.subplots(figsize=[15,10])\n",
    "    ax.set_ylim((-1.1219285,2.9191515))\n",
    "    ax.set_xlim((100.0245240,103.8144240))\n",
    "    rio.plot.show(dat, vmin=0, vmax=822.80045408519, cmap='Oranges', ax=ax, transform=src.transform)\n",
    "    ax.set_title('Carbon emissions risk in cotton due to land use change tCO2')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1a82702a",
   "metadata": {},
   "source": [
    "<a id='risk'></a>\n",
    "## 3. Carbon emissions due to land use change metric\n",
    "\n",
    "Now that we have the risk of carbon emissions due to land use change in cotton, we can determine the carbon emissions impact metris in a user test location.\n",
    "\n",
    "    Carbon emissions due to land use change (tCO2e / year)  =  carbon emissions due to land use change risk map *   probability purchase area (unitless) "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f245c8cf",
   "metadata": {},
   "source": [
    "<a id='purchase_area'></a>\n",
    "### 3.1 Probability purchase area\n",
    "\n",
    "We have already calculated a probability purchased area as part of the biodiversity indicator prototype, so we are going to use that one for the prototype:\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "id": "c603280d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Driver: GTiff/GeoTIFF\n",
      "Files: ../../datasets/processed/probability_map/purchase_area_distribution_rubber_indonesia_3857.tif\n",
      "       ../../datasets/processed/probability_map/purchase_area_distribution_rubber_indonesia_3857.tif.aux.xml\n",
      "Size is 13915, 14848\n",
      "Coordinate System is:\n",
      "PROJCRS[\"WGS 84 / Pseudo-Mercator\",\n",
      "    BASEGEOGCRS[\"WGS 84\",\n",
      "        ENSEMBLE[\"World Geodetic System 1984 ensemble\",\n",
      "            MEMBER[\"World Geodetic System 1984 (Transit)\"],\n",
      "            MEMBER[\"World Geodetic System 1984 (G730)\"],\n",
      "            MEMBER[\"World Geodetic System 1984 (G873)\"],\n",
      "            MEMBER[\"World Geodetic System 1984 (G1150)\"],\n",
      "            MEMBER[\"World Geodetic System 1984 (G1674)\"],\n",
      "            MEMBER[\"World Geodetic System 1984 (G1762)\"],\n",
      "            ELLIPSOID[\"WGS 84\",6378137,298.257223563,\n",
      "                LENGTHUNIT[\"metre\",1]],\n",
      "            ENSEMBLEACCURACY[2.0]],\n",
      "        PRIMEM[\"Greenwich\",0,\n",
      "            ANGLEUNIT[\"degree\",0.0174532925199433]],\n",
      "        ID[\"EPSG\",4326]],\n",
      "    CONVERSION[\"Popular Visualisation Pseudo-Mercator\",\n",
      "        METHOD[\"Popular Visualisation Pseudo Mercator\",\n",
      "            ID[\"EPSG\",1024]],\n",
      "        PARAMETER[\"Latitude of natural origin\",0,\n",
      "            ANGLEUNIT[\"degree\",0.0174532925199433],\n",
      "            ID[\"EPSG\",8801]],\n",
      "        PARAMETER[\"Longitude of natural origin\",0,\n",
      "            ANGLEUNIT[\"degree\",0.0174532925199433],\n",
      "            ID[\"EPSG\",8802]],\n",
      "        PARAMETER[\"False easting\",0,\n",
      "            LENGTHUNIT[\"metre\",1],\n",
      "            ID[\"EPSG\",8806]],\n",
      "        PARAMETER[\"False northing\",0,\n",
      "            LENGTHUNIT[\"metre\",1],\n",
      "            ID[\"EPSG\",8807]]],\n",
      "    CS[Cartesian,2],\n",
      "        AXIS[\"easting (X)\",east,\n",
      "            ORDER[1],\n",
      "            LENGTHUNIT[\"metre\",1]],\n",
      "        AXIS[\"northing (Y)\",north,\n",
      "            ORDER[2],\n",
      "            LENGTHUNIT[\"metre\",1]],\n",
      "    USAGE[\n",
      "        SCOPE[\"Web mapping and visualisation.\"],\n",
      "        AREA[\"World between 85.06°S and 85.06°N.\"],\n",
      "        BBOX[-85.06,-180,85.06,180]],\n",
      "    ID[\"EPSG\",3857]]\n",
      "Data axis to CRS axis mapping: 1,2\n",
      "Origin = (11131949.079325584694743,334111.171402510837652)\n",
      "Pixel Size = (30.000000000000000,-30.000000000000000)\n",
      "Metadata:\n",
      "  AREA_OR_POINT=Area\n",
      "Image Structure Metadata:\n",
      "  INTERLEAVE=BAND\n",
      "Corner Coordinates:\n",
      "Upper Left  (11131949.079,  334111.171) (100d 0' 0.00\"E,  3d 0' 0.00\"N)\n",
      "Lower Left  (11131949.079, -111328.829) (100d 0' 0.00\"E,  1d 0' 0.12\"S)\n",
      "Upper Right (11549399.079,  334111.171) (103d45' 0.06\"E,  3d 0' 0.00\"N)\n",
      "Lower Right (11549399.079, -111328.829) (103d45' 0.06\"E,  1d 0' 0.12\"S)\n",
      "Center      (11340674.079,  111391.171) (101d52'30.03\"E,  1d 0' 2.13\"N)\n",
      "Band 1 Block=13915x1 Type=Float32, ColorInterp=Gray\n",
      "  Min=0.000 Max=0.000 \n",
      "  Minimum=0.000, Maximum=0.000, Mean=0.000, StdDev=0.000\n",
      "  256 buckets from -9.8721e-11 to 8.96194e-08:\n",
      "  668985 1719894 1147937 574432 765703 478023 956355 957283 765084 1147319 669604 765084 286752 765393 574123 286752 191271 765394 764776 477405 478333 860256 764775 190962 286442 478641 1147009 1244346 478333 478023 382542 1052455 956665 1147317 860873 766012 1242799 1816922 1339206 956047 1051836 860876 477714 1051836 1147627 861184 956974 668367 573814 383160 478333 860875 382233 382853 670223 478333 477714 477714 669603 574123 573813 765084 573504 860256 573195 382233 287371 573504 478023 287061 574431 765703 764466 478642 573504 573195 668985 287061 573504 764775 190962 764773 860564 765394 382542 956046 669604 477096 859638 381615 669912 574742 669294 382542 1052454 668986 669294 478023 573813 573504 1147936 860256 668675 383470 573814 574122 668676 668985 286752 381924 668676 95481 478023 668984 765393 478023 479261 478332 478023 477714 286443 1050909 191271 860566 765393 382542 1147317 668367 191581 862113 669602 573503 287061 763539 861804 955428 764465 478333 669603 956665 860875 764775 669913 381924 956047 956047 860256 574122 286134 669913 478023 1147627 1052146 383160 573813 1147009 190962 382851 764776 574123 575052 573504 1051836 573504 764466 573813 574741 765704 668676 382233 477714 478023 191271 191271 95481 383162 382233 382233 478023 191890 287061 95481 286443 286443 286752 382541 382542 191271 382233 286752 95790 191271 286752 0 0 381924 286443 0 95481 382542 95481 286443 286753 190962 0 95481 95481 286752 191271 191271 95481 0 191271 0 95481 0 0 0 0 0 191270 0 95481 95481 95481 0 95481 0 95790 0 96100 0 0 0 96100 0 191271 0 0 190962 0 0 95790 0 0 95790 95790 0 95481 0 0 0 0 0 0 190962 \n",
      "  NoData Value=3.40282346600000016e+38\n",
      "  Metadata:\n",
      "    STATISTICS_MAXIMUM=8.9444128548166e-08\n",
      "    STATISTICS_MEAN=3.2353862778438e-08\n",
      "    STATISTICS_MINIMUM=7.6509659718837e-11\n",
      "    STATISTICS_STDDEV=2.0550779738406e-08\n",
      "    STATISTICS_VALID_PERCENT=60.86\n"
     ]
    }
   ],
   "source": [
    "!gdalinfo -stats -hist ../../datasets/processed/probability_map/purchase_area_distribution_rubber_indonesia_3857.tif"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "b4045b09",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1080x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "## visualize raster with rasterio\n",
    "with rio.open('../../datasets/processed/probability_map/purchase_area_distribution_rubber_indonesia_3857.tif') as src:\n",
    "    dat = src.read(1)\n",
    "    fig, ax = plt.subplots(figsize=[15,10])\n",
    "    ax.set_ylim((-111328.8286,334111.1714))\n",
    "    ax.set_xlim((1.113195e+07,1.154940e+07))\n",
    "    rio.plot.show(dat, vmin=0, vmax=3.2353862778438e-08, cmap='Oranges', ax=ax, transform=src.transform)\n",
    "    ax.set_title('Probability purchase area - test location')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d8960c6f",
   "metadata": {},
   "source": [
    "<a id='carbon_metric'></a>\n",
    "### 3.2 Calculation of the carbon emissions metric"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "897c1300",
   "metadata": {},
   "source": [
    "Reproject the risk map from epsg4326 to epsg 3857. Steps:\n",
    "\n",
    "- Normalise the raster by the pixel area\n",
    "- Reproject\n",
    "- Renormalise by the pixel area reprojected"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "39f05b4f",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 1.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 2.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 3.. 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"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
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      "90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 90.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 91.. 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97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 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99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 100 - Done\r\n"
     ]
    }
   ],
   "source": [
    "# reproject risk map from epsg4326 to epsg 3857\n",
    "#get the total emissions by area unit\n",
    "!gdal_calc.py -A '../../datasets/processed/carbon_indicators/carbon_risk_cotton_epsg4326_tCO2e_v2.tif' --outfile='../../datasets/processed/carbon_indicators/carbon_risk_cotton_epsg4326_tCO2e_v2_byArea.tif' --calc=\"A*(0.000269494417976*0.000269494417976)\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "69d6beaf",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Creating output file that is 13915P x 14848L.\n",
      "Processing ../../datasets/processed/carbon_indicators/carbon_risk_cotton_epsg4326_tCO2e_v2_byArea.tif [1/1] : 0Using internal nodata values (e.g. 3.40282e+38) for image ../../datasets/processed/carbon_indicators/carbon_risk_cotton_epsg4326_tCO2e_v2_byArea.tif.\n",
      "Copying nodata values from source ../../datasets/processed/carbon_indicators/carbon_risk_cotton_epsg4326_tCO2e_v2_byArea.tif to destination ../../datasets/processed/carbon_indicators/carbon_risk_cotton_epsg3857_tCO2e_v2_byArea.tif.\n",
      "...10...20...30...40...50...60...70...80...90...100 - done.\n"
     ]
    }
   ],
   "source": [
    "#reproject raster\n",
    "!gdalwarp -s_srs EPSG:4326 -t_srs EPSG:3857 -tr 30 30 -r near -of GTiff '../../datasets/processed/carbon_indicators/carbon_risk_cotton_epsg4326_tCO2e_v2_byArea.tif' '../../datasets/processed/carbon_indicators/carbon_risk_cotton_epsg3857_tCO2e_v2_byArea.tif'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "1a77a2d3",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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96.. 96.. 96.. 96.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 97.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 100 - Done\r\n"
     ]
    }
   ],
   "source": [
    "#renormalise by pixel area\n",
    "!gdal_calc.py -A '../../datasets/processed/carbon_indicators/carbon_risk_cotton_epsg3857_tCO2e_v2_byArea.tif' --outfile='../../datasets/processed/carbon_indicators/carbon_risk_cotton_epsg3857_tCO2e.tif' --calc=\"A/(30*30)\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "489eaeea",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Driver: GTiff/GeoTIFF\n",
      "Files: ../../datasets/processed/carbon_indicators/carbon_risk_cotton_epsg3857_tCO2e.tif\n",
      "Size is 13915, 14848\n",
      "Coordinate System is:\n",
      "PROJCRS[\"WGS 84 / Pseudo-Mercator\",\n",
      "    BASEGEOGCRS[\"WGS 84\",\n",
      "        ENSEMBLE[\"World Geodetic System 1984 ensemble\",\n",
      "            MEMBER[\"World Geodetic System 1984 (Transit)\"],\n",
      "            MEMBER[\"World Geodetic System 1984 (G730)\"],\n",
      "            MEMBER[\"World Geodetic System 1984 (G873)\"],\n",
      "            MEMBER[\"World Geodetic System 1984 (G1150)\"],\n",
      "            MEMBER[\"World Geodetic System 1984 (G1674)\"],\n",
      "            MEMBER[\"World Geodetic System 1984 (G1762)\"],\n",
      "            ELLIPSOID[\"WGS 84\",6378137,298.257223563,\n",
      "                LENGTHUNIT[\"metre\",1]],\n",
      "            ENSEMBLEACCURACY[2.0]],\n",
      "        PRIMEM[\"Greenwich\",0,\n",
      "            ANGLEUNIT[\"degree\",0.0174532925199433]],\n",
      "        ID[\"EPSG\",4326]],\n",
      "    CONVERSION[\"Popular Visualisation Pseudo-Mercator\",\n",
      "        METHOD[\"Popular Visualisation Pseudo Mercator\",\n",
      "            ID[\"EPSG\",1024]],\n",
      "        PARAMETER[\"Latitude of natural origin\",0,\n",
      "            ANGLEUNIT[\"degree\",0.0174532925199433],\n",
      "            ID[\"EPSG\",8801]],\n",
      "        PARAMETER[\"Longitude of natural origin\",0,\n",
      "            ANGLEUNIT[\"degree\",0.0174532925199433],\n",
      "            ID[\"EPSG\",8802]],\n",
      "        PARAMETER[\"False easting\",0,\n",
      "            LENGTHUNIT[\"metre\",1],\n",
      "            ID[\"EPSG\",8806]],\n",
      "        PARAMETER[\"False northing\",0,\n",
      "            LENGTHUNIT[\"metre\",1],\n",
      "            ID[\"EPSG\",8807]]],\n",
      "    CS[Cartesian,2],\n",
      "        AXIS[\"easting (X)\",east,\n",
      "            ORDER[1],\n",
      "            LENGTHUNIT[\"metre\",1]],\n",
      "        AXIS[\"northing (Y)\",north,\n",
      "            ORDER[2],\n",
      "            LENGTHUNIT[\"metre\",1]],\n",
      "    USAGE[\n",
      "        SCOPE[\"Web mapping and visualisation.\"],\n",
      "        AREA[\"World between 85.06°S and 85.06°N.\"],\n",
      "        BBOX[-85.06,-180,85.06,180]],\n",
      "    ID[\"EPSG\",3857]]\n",
      "Data axis to CRS axis mapping: 1,2\n",
      "Origin = (11131949.079325584694743,334111.171401370316744)\n",
      "Pixel Size = (30.000000000000000,-30.000000000000000)\n",
      "Metadata:\n",
      "  AREA_OR_POINT=Area\n",
      "Image Structure Metadata:\n",
      "  INTERLEAVE=BAND\n",
      "Corner Coordinates:\n",
      "Upper Left  (11131949.079,  334111.171) (100d 0' 0.00\"E,  3d 0' 0.00\"N)\n",
      "Lower Left  (11131949.079, -111328.829) (100d 0' 0.00\"E,  1d 0' 0.12\"S)\n",
      "Upper Right (11549399.079,  334111.171) (103d45' 0.06\"E,  3d 0' 0.00\"N)\n",
      "Lower Right (11549399.079, -111328.829) (103d45' 0.06\"E,  1d 0' 0.12\"S)\n",
      "Center      (11340674.079,  111391.171) (101d52'30.03\"E,  1d 0' 2.13\"N)\n",
      "Band 1 Block=13915x1 Type=Float32, ColorInterp=Gray\n",
      "  Minimum=0.000, Maximum=0.000, Mean=0.000, StdDev=0.000\n",
      "0...10...20...30...40...50...60...70...80...90...100 - done.\n",
      "  256 buckets from -1.43595e-07 to 7.33768e-05:\n",
      "  203880613 750140 231649 191419 144698 103689 94499 82263 97792 25591 50522 50065 58821 37034 48617 24775 2975 16209 18362 3893 11066 12551 49427 15030 27682 30056 19903 19673 10352 4866 11609 22895 48663 3028 16741 4601 7360 12706 17582 5552 1930 1598 2337 3624 0 2003 9030 2397 29505 15100 15190 2437 0 612 2460 7233 2172 0 10509 7446 915 9762 67 2778 5787 3010 2276 1655 0 1632 4488 0 3280 552 1530 8894 13744 5044 434 2889 3149 803 3170 3750 4354 4628 0 5876 1948 7989 0 1897 4818 1968 1483 0 1485 8289 1859 10691 6928 2825 1901 0 0 0 0 7017 8163 5821 14828 728 0 0 0 0 339 0 2940 0 1128 0 0 2152 0 1286 0 1234 0 3010 1143 0 2971 0 0 0 1146 2953 0 4698 378 0 0 0 3353 0 0 0 0 0 5 0 0 2127 0 0 0 0 0 0 0 0 0 0 0 197 0 0 0 0 0 4092 0 0 0 0 2687 0 0 0 0 0 0 0 0 0 105 1242 1065 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 34 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3505 471 \n",
      "  NoData Value=3.40282346600000016e+38\n",
      "  Metadata:\n",
      "    STATISTICS_MAXIMUM=7.3233197326772e-05\n",
      "    STATISTICS_MEAN=6.6387920628893e-08\n",
      "    STATISTICS_MINIMUM=0\n",
      "    STATISTICS_STDDEV=1.1305508375842e-06\n",
      "    STATISTICS_VALID_PERCENT=100\n"
     ]
    }
   ],
   "source": [
    "#check extendion \n",
    "!gdalinfo -stats -hist '../../datasets/processed/carbon_indicators/carbon_risk_cotton_epsg3857_tCO2e.tif'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "76b3f93c",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Driver: GTiff/GeoTIFF\r\n",
      "Files: ../../datasets/processed/probability_map/purchase_area_distribution_rubber_indonesia_3857.tif\r\n",
      "       ../../datasets/processed/probability_map/purchase_area_distribution_rubber_indonesia_3857.tif.aux.xml\r\n",
      "Size is 13915, 14848\r\n",
      "Coordinate System is:\r\n",
      "PROJCRS[\"WGS 84 / Pseudo-Mercator\",\r\n",
      "    BASEGEOGCRS[\"WGS 84\",\r\n",
      "        ENSEMBLE[\"World Geodetic System 1984 ensemble\",\r\n",
      "            MEMBER[\"World Geodetic System 1984 (Transit)\"],\r\n",
      "            MEMBER[\"World Geodetic System 1984 (G730)\"],\r\n",
      "            MEMBER[\"World Geodetic System 1984 (G873)\"],\r\n",
      "            MEMBER[\"World Geodetic System 1984 (G1150)\"],\r\n",
      "            MEMBER[\"World Geodetic System 1984 (G1674)\"],\r\n",
      "            MEMBER[\"World Geodetic System 1984 (G1762)\"],\r\n",
      "            ELLIPSOID[\"WGS 84\",6378137,298.257223563,\r\n",
      "                LENGTHUNIT[\"metre\",1]],\r\n",
      "            ENSEMBLEACCURACY[2.0]],\r\n",
      "        PRIMEM[\"Greenwich\",0,\r\n",
      "            ANGLEUNIT[\"degree\",0.0174532925199433]],\r\n",
      "        ID[\"EPSG\",4326]],\r\n",
      "    CONVERSION[\"Popular Visualisation Pseudo-Mercator\",\r\n",
      "        METHOD[\"Popular Visualisation Pseudo Mercator\",\r\n",
      "            ID[\"EPSG\",1024]],\r\n",
      "        PARAMETER[\"Latitude of natural origin\",0,\r\n",
      "            ANGLEUNIT[\"degree\",0.0174532925199433],\r\n",
      "            ID[\"EPSG\",8801]],\r\n",
      "        PARAMETER[\"Longitude of natural origin\",0,\r\n",
      "            ANGLEUNIT[\"degree\",0.0174532925199433],\r\n",
      "            ID[\"EPSG\",8802]],\r\n",
      "        PARAMETER[\"False easting\",0,\r\n",
      "            LENGTHUNIT[\"metre\",1],\r\n",
      "            ID[\"EPSG\",8806]],\r\n",
      "        PARAMETER[\"False northing\",0,\r\n",
      "            LENGTHUNIT[\"metre\",1],\r\n",
      "            ID[\"EPSG\",8807]]],\r\n",
      "    CS[Cartesian,2],\r\n",
      "        AXIS[\"easting (X)\",east,\r\n",
      "            ORDER[1],\r\n",
      "            LENGTHUNIT[\"metre\",1]],\r\n",
      "        AXIS[\"northing (Y)\",north,\r\n",
      "            ORDER[2],\r\n",
      "            LENGTHUNIT[\"metre\",1]],\r\n",
      "    USAGE[\r\n",
      "        SCOPE[\"Web mapping and visualisation.\"],\r\n",
      "        AREA[\"World between 85.06°S and 85.06°N.\"],\r\n",
      "        BBOX[-85.06,-180,85.06,180]],\r\n",
      "    ID[\"EPSG\",3857]]\r\n",
      "Data axis to CRS axis mapping: 1,2\r\n",
      "Origin = (11131949.079325584694743,334111.171402510837652)\r\n",
      "Pixel Size = (30.000000000000000,-30.000000000000000)\r\n",
      "Metadata:\r\n",
      "  AREA_OR_POINT=Area\r\n",
      "Image Structure Metadata:\r\n",
      "  INTERLEAVE=BAND\r\n",
      "Corner Coordinates:\r\n",
      "Upper Left  (11131949.079,  334111.171) (100d 0' 0.00\"E,  3d 0' 0.00\"N)\r\n",
      "Lower Left  (11131949.079, -111328.829) (100d 0' 0.00\"E,  1d 0' 0.12\"S)\r\n",
      "Upper Right (11549399.079,  334111.171) (103d45' 0.06\"E,  3d 0' 0.00\"N)\r\n",
      "Lower Right (11549399.079, -111328.829) (103d45' 0.06\"E,  1d 0' 0.12\"S)\r\n",
      "Center      (11340674.079,  111391.171) (101d52'30.03\"E,  1d 0' 2.13\"N)\r\n",
      "Band 1 Block=13915x1 Type=Float32, ColorInterp=Gray\r\n",
      "  Min=0.000 Max=0.000 \r\n",
      "  Minimum=0.000, Maximum=0.000, Mean=0.000, StdDev=0.000\r\n",
      "  256 buckets from -9.8721e-11 to 8.96194e-08:\r\n",
      "  668985 1719894 1147937 574432 765703 478023 956355 957283 765084 1147319 669604 765084 286752 765393 574123 286752 191271 765394 764776 477405 478333 860256 764775 190962 286442 478641 1147009 1244346 478333 478023 382542 1052455 956665 1147317 860873 766012 1242799 1816922 1339206 956047 1051836 860876 477714 1051836 1147627 861184 956974 668367 573814 383160 478333 860875 382233 382853 670223 478333 477714 477714 669603 574123 573813 765084 573504 860256 573195 382233 287371 573504 478023 287061 574431 765703 764466 478642 573504 573195 668985 287061 573504 764775 190962 764773 860564 765394 382542 956046 669604 477096 859638 381615 669912 574742 669294 382542 1052454 668986 669294 478023 573813 573504 1147936 860256 668675 383470 573814 574122 668676 668985 286752 381924 668676 95481 478023 668984 765393 478023 479261 478332 478023 477714 286443 1050909 191271 860566 765393 382542 1147317 668367 191581 862113 669602 573503 287061 763539 861804 955428 764465 478333 669603 956665 860875 764775 669913 381924 956047 956047 860256 574122 286134 669913 478023 1147627 1052146 383160 573813 1147009 190962 382851 764776 574123 575052 573504 1051836 573504 764466 573813 574741 765704 668676 382233 477714 478023 191271 191271 95481 383162 382233 382233 478023 191890 287061 95481 286443 286443 286752 382541 382542 191271 382233 286752 95790 191271 286752 0 0 381924 286443 0 95481 382542 95481 286443 286753 190962 0 95481 95481 286752 191271 191271 95481 0 191271 0 95481 0 0 0 0 0 191270 0 95481 95481 95481 0 95481 0 95790 0 96100 0 0 0 96100 0 191271 0 0 190962 0 0 95790 0 0 95790 95790 0 95481 0 0 0 0 0 0 190962 \r\n",
      "  NoData Value=3.40282346600000016e+38\r\n",
      "  Metadata:\r\n",
      "    STATISTICS_MAXIMUM=8.9444128548166e-08\r\n",
      "    STATISTICS_MEAN=3.2353862778438e-08\r\n",
      "    STATISTICS_MINIMUM=7.6509659718837e-11\r\n",
      "    STATISTICS_STDDEV=2.0550779738406e-08\r\n",
      "    STATISTICS_VALID_PERCENT=60.86\r\n"
     ]
    }
   ],
   "source": [
    "!gdalinfo -stats -hist '../../datasets/processed/probability_map/purchase_area_distribution_rubber_indonesia_3857.tif'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "7a747f08",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 98.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 99.. 100 - Done\r\n"
     ]
    }
   ],
   "source": [
    "## calculate impact metric by multiplying the probability area and the risk map\n",
    "#calculate the ri\n",
    "!gdal_calc.py -A '../../datasets/processed/probability_map/purchase_area_distribution_rubber_indonesia_3857.tif' -B '../../datasets/processed/carbon_indicators/carbon_risk_cotton_epsg3857_tCO2e.tif' --outfile='../../datasets/processed/carbon_indicators/carbon_metric_cotton_test_location_tCO2.tif' --calc=\"A*B\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "1c369832",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Driver: GTiff/GeoTIFF\n",
      "Files: ../../datasets/processed/carbon_indicators/carbon_metric_cotton_test_location_tCO2.tif\n",
      "Size is 13915, 14848\n",
      "Coordinate System is:\n",
      "PROJCRS[\"WGS 84 / Pseudo-Mercator\",\n",
      "    BASEGEOGCRS[\"WGS 84\",\n",
      "        ENSEMBLE[\"World Geodetic System 1984 ensemble\",\n",
      "            MEMBER[\"World Geodetic System 1984 (Transit)\"],\n",
      "            MEMBER[\"World Geodetic System 1984 (G730)\"],\n",
      "            MEMBER[\"World Geodetic System 1984 (G873)\"],\n",
      "            MEMBER[\"World Geodetic System 1984 (G1150)\"],\n",
      "            MEMBER[\"World Geodetic System 1984 (G1674)\"],\n",
      "            MEMBER[\"World Geodetic System 1984 (G1762)\"],\n",
      "            ELLIPSOID[\"WGS 84\",6378137,298.257223563,\n",
      "                LENGTHUNIT[\"metre\",1]],\n",
      "            ENSEMBLEACCURACY[2.0]],\n",
      "        PRIMEM[\"Greenwich\",0,\n",
      "            ANGLEUNIT[\"degree\",0.0174532925199433]],\n",
      "        ID[\"EPSG\",4326]],\n",
      "    CONVERSION[\"Popular Visualisation Pseudo-Mercator\",\n",
      "        METHOD[\"Popular Visualisation Pseudo Mercator\",\n",
      "            ID[\"EPSG\",1024]],\n",
      "        PARAMETER[\"Latitude of natural origin\",0,\n",
      "            ANGLEUNIT[\"degree\",0.0174532925199433],\n",
      "            ID[\"EPSG\",8801]],\n",
      "        PARAMETER[\"Longitude of natural origin\",0,\n",
      "            ANGLEUNIT[\"degree\",0.0174532925199433],\n",
      "            ID[\"EPSG\",8802]],\n",
      "        PARAMETER[\"False easting\",0,\n",
      "            LENGTHUNIT[\"metre\",1],\n",
      "            ID[\"EPSG\",8806]],\n",
      "        PARAMETER[\"False northing\",0,\n",
      "            LENGTHUNIT[\"metre\",1],\n",
      "            ID[\"EPSG\",8807]]],\n",
      "    CS[Cartesian,2],\n",
      "        AXIS[\"easting (X)\",east,\n",
      "            ORDER[1],\n",
      "            LENGTHUNIT[\"metre\",1]],\n",
      "        AXIS[\"northing (Y)\",north,\n",
      "            ORDER[2],\n",
      "            LENGTHUNIT[\"metre\",1]],\n",
      "    USAGE[\n",
      "        SCOPE[\"Web mapping and visualisation.\"],\n",
      "        AREA[\"World between 85.06°S and 85.06°N.\"],\n",
      "        BBOX[-85.06,-180,85.06,180]],\n",
      "    ID[\"EPSG\",3857]]\n",
      "Data axis to CRS axis mapping: 1,2\n",
      "Origin = (11131949.079325584694743,334111.171402510837652)\n",
      "Pixel Size = (30.000000000000000,-30.000000000000000)\n",
      "Metadata:\n",
      "  AREA_OR_POINT=Area\n",
      "Image Structure Metadata:\n",
      "  INTERLEAVE=BAND\n",
      "Corner Coordinates:\n",
      "Upper Left  (11131949.079,  334111.171) (100d 0' 0.00\"E,  3d 0' 0.00\"N)\n",
      "Lower Left  (11131949.079, -111328.829) (100d 0' 0.00\"E,  1d 0' 0.12\"S)\n",
      "Upper Right (11549399.079,  334111.171) (103d45' 0.06\"E,  3d 0' 0.00\"N)\n",
      "Lower Right (11549399.079, -111328.829) (103d45' 0.06\"E,  1d 0' 0.12\"S)\n",
      "Center      (11340674.079,  111391.171) (101d52'30.03\"E,  1d 0' 2.13\"N)\n",
      "Band 1 Block=13915x1 Type=Float32, ColorInterp=Gray\n",
      "  Minimum=0.000, Maximum=0.000, Mean=0.000, StdDev=0.000\n",
      "0...10...20...30...40...50...60...70...80...90...100 - done.\n",
      "  256 buckets from -1.18663e-14 to 6.06366e-12:\n",
      "  123797707 687883 236699 125795 70129 49487 54463 66460 26223 52627 68801 30997 37331 25404 3380 25945 15297 0 12265 40694 8436 19178 20492 3928 7263 10380 0 0 9536 6002 14376 3394 0 1796 4491 8051 5997 14896 6333 3800 13 1093 2269 4 3149 4905 1652 4682 6269 0 0 3 10148 11913 44 7239 2825 1894 3127 2160 1968 13449 10425 16263 4768 908 9474 0 1948 7 0 0 1897 0 1177 0 0 0 763 339 0 1825 2971 0 1234 2948 1128 0 3657 1146 0 0 378 0 0 0 2152 0 4644 0 4096 0 0 0 0 0 1041 0 2127 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1465 0 0 0 0 0 0 197 0 0 0 4092 0 1065 0 0 0 1242 0 0 0 0 0 0 0 1222 0 0 0 0 0 0 0 0 2 0 105 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3505 0 0 34 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 471 \n",
      "  NoData Value=3.40282346600000016e+38\n",
      "  Metadata:\n",
      "    STATISTICS_MAXIMUM=6.0517936148474e-12\n",
      "    STATISTICS_MEAN=4.43574741582e-15\n",
      "    STATISTICS_MINIMUM=0\n",
      "    STATISTICS_STDDEV=7.4591323900323e-14\n",
      "    STATISTICS_VALID_PERCENT=60.86\n"
     ]
    }
   ],
   "source": [
    "!gdalinfo -stats -hist '../../datasets/processed/carbon_indicators/carbon_metric_cotton_test_location_tCO2.tif'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "ac42e13e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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9yueRMnxha15nlfI7IuKEVvmyUjYSEWe2yrsuQ5IkaSz96AF6Ejg2M18JLAGWRcTRwIeA8zPzMGAbsLKMvxLYVsrPL+MREYuBU4EjgGXAxyJiTkTMAT4KnAgsBk4r4zLGMiRJknqadADKxuPl427llcCxwBWlfC1wcnm/vHymDD8uIqKUr8vMJzPzLmAEOLK8RjLzzsx8ClgHLC/T9FqGJElST305B6j01NwCPAhcA/w98HBmbi+jbAIOKe8PAe4FKMMfAfZvl3dM06t8/zGWIUmS1FNfAlBmPpOZS4D5ND02h/djvv0SEasiYkNEbHjimemujSRJmm59vQosMx8Grgd+AdgnIkZvuDMf2FzebwYWAJThewNb2uUd0/Qq3zLGMjrrdWFmLs3Mpc+fM5kWSpKkYdCPq8BeHBH7lPd7Aq8DbqMJQqeU0VYAV5b368tnyvDrsrkb43rg1HKV2KHAIuBG4CZgUbnia3eaE6XXl2l6LUOSJKmn8d0SeWwHAWvL1VrPAy7PzC9ExK3Auog4F/g2cFEZ/yLg0ogYAbbSBBoyc2NEXA7cCmwHTs/MZwAi4gzgamAOsCYzN5Z5vafHMiRJknryURjTxEdhSJI0eD4KQ5IkqTAASZKk6hiAJElSdQxAkiSpOgYgSZJUHQOQJEmqjgFIkiRVxwAkSZKqYwCSJEnVMQBJkqTqGIAkSVJ1pv+hWJVaffhu4x/X54ZJktRX9gBJkqTqGIAkSVJ1DECSJKk6BiBJklQdA5AkSaqOAUiSJFXHACRJkqpjAJIkSdUxAEmSpOoYgCRJUnUMQJIkqToGIEmSVB0DkCRJqo4BSJIkVccAJEmSqmMAkiRJ1TEASZKk6hiAJElSdQxAkiSpOgYgSZJUHQOQJEmqztzproB2bvXhu41/3NufHmBNJEkaDvYASZKk6hiAJElSdQxAkiSpOgYgSZJUHQOQJEmqjgFIkiRVxwAkSZKqYwCSJEnVMQBJkqTqGIAkSVJ1DECSJKk6PgtMs9JEno82sDr43DVJmrXsAZIkSdUxAEmSpOoYgCRJUnUMQJIkqToGIEmSVB0DkCRJqs6kA1BELIiI6yPi1ojYGBHvLOWrI2JzRNxSXie1pjkrIkYi4o6IOKFVvqyUjUTEma3yQyPihlJ+WUTsXsr3KJ9HyvCFk22PJEkafv3oAdoOvDszFwNHA6dHxOIy7PzMXFJeVwGUYacCRwDLgI9FxJyImAN8FDgRWAyc1prPh8q8DgO2AStL+UpgWyk/v4wnSZI0pkkHoMy8LzO/Vd4/BtwGHDLGJMuBdZn5ZGbeBYwAR5bXSGbemZlPAeuA5RERwLHAFWX6tcDJrXmtLe+vAI4r40uSJPXU13OAyiGoVwE3lKIzIuK7EbEmIvYtZYcA97Ym21TKepXvDzycmds7yneYVxn+SBlfkiSpp749CiMiXgh8DnhXZj4aERcAHwCy/Pww8Jv9Wt4E67YKWAWw95A//GOij4iYKY9zmAmPtpAk1aMvPUARsRtN+PlUZv41QGY+kJnPZOaPgY/THOIC2AwsaE0+v5T1Kt8C7BMRczvKd5hXGb53GX8HmXlhZi7NzKXPnzPZ1kqSpNmuH1eBBXARcFtm/lmr/KDWaG8Avl/erwdOLVdwHQosAm4EbgIWlSu+dqc5UXp9ZiZwPXBKmX4FcGVrXivK+1OA68r4kiRJPfXjgNAvAr8BfC8ibill76W5imsJzSGwu4G3A2Tmxoi4HLiV5gqy0zPzGYCIOAO4GpgDrMnMjWV+7wHWRcS5wLdpAhfl56URMQJspQlNkiRJY5p0AMrMvwG6XXl11RjTnAec16X8qm7TZeadPHcIrV3+I+CNE6mvJEmSd4KWJEnVMQBJkqTqGIAkSVJ1DECSJKk6Q35bQM0WE70hozdOlCRNhj1AkiSpOvYAVW5QPSkz5REbgzSRdVfD+pCk2cQeIEmSVB0DkCRJqo4BSJIkVccAJEmSqmMAkiRJ1TEASZKk6hiAJElSdQxAkiSpOgYgSZJUHe8EPWRqeabWRNo5W9soSRoce4AkSVJ17AHSQAyy12U2PldrJq2PQT7DzGfLSZot7AGSJEnVMQBJkqTqGIAkSVJ1DECSJKk6BiBJklQdA5AkSaqOAUiSJFXHACRJkqpjAJIkSdUxAEmSpOpEZk53HabUwfMiVy30CSAaHjPlcRUzhY/NkNQWETdn5tLOcnuAJElSdQxAkiSpOgYgSZJUHQOQJEmqjgFIkiRVxwAkSZKqYwCSJEnVMQBJkqTqeEdAST3NlJssenNDSf1mD5AkSaqOPUDSLDfsj7aQpEGwB0iSJFXHACRJkqpjAJIkSdUxAEmSpOoYgCRJUnUMQJIkqToGIEmSVB0DkCRJqo4BSJIkVcc7QUuz3Ex5XpckzSb2AEmSpOpMugcoIhYAlwAHAglcmJkfiYj9gMuAhcDdwJsyc1tEBPAR4CTgCeAtmfmtMq8VwPvKrM/NzLWl/NXAxcCewFXAOzMzey1jsm2S1LC3SNKw6kcP0Hbg3Zm5GDgaOD0iFgNnAtdm5iLg2vIZ4ERgUXmtAi4AKGHmbOAo4Ejg7IjYt0xzAfC21nTLSnmvZUiSJPU06QCUmfeN9uBk5mPAbcAhwHJgbRltLXByeb8cuCQb3wT2iYiDgBOAazJza+nFuQZYVoa9KDO/mZlJ09vUnle3ZUiSJPXU13OAImIh8CrgBuDAzLyvDLqf5hAZNOHo3tZkm0rZWOWbupQzxjIkSZJ66lsAiogXAp8D3pWZj7aHlZ6b7NeyuhlrGRGxKiI2RMSGJ54ZZC0kSdJs0JcAFBG70YSfT2XmX5fiB8rhK8rPB0v5ZmBBa/L5pWys8vldysdaxg4y88LMXJqZS58/Z9faKEmShsekA1C5qusi4LbM/LPWoPXAivJ+BXBlq/zN0TgaeKQcxroaOD4i9i0nPx8PXF2GPRoRR5dlvbljXt2WIUmS1FM/boT4i8BvAN+LiFtK2XuBDwKXR8RK4B7gTWXYVTSXwI/QXAb/VoDM3BoRHwBuKuO9PzO3lvfv4LnL4L9UXoyxDEmSpJ4mHYAy82+A6DH4uC7jJ3B6j3mtAdZ0Kd8AvKJL+ZZuy5AkSRqLj8KQKjORR2cM6kaIE318hyT1m4/CkCRJ1bEHSJrlJtJLY8+LJDXsAZIkSdUxAEmSpOoYgCRJUnUMQJIkqToGIEmSVB0DkCRJqo4BSJIkVccAJEmSqmMAkiRJ1TEASZKk6kTzcPZ6HDwvctVCnwAiDSsf9yGpLSJuzsylneX2AEmSpOoYgCRJUnUMQJIkqToGIEmSVB0DkCRJqo4BSJIkVccAJEmSqmMAkiRJ1TEASZKk6nhLZElTbqJ3a159+G4DqomkWtkDJEmSqmMPkKShMpHeInuiduRz1FQTe4AkSVJ1DECSJKk6BiBJklQdA5AkSaqOAUiSJFXHACRJkqpjAJIkSdUxAEmSpOp4I0RJfTHIm+jNlBsWDrSNQ36TRWmmsQdIkiRVxx4gSdWaaK/LsD8qwvWhmtgDJEmSqmMAkiRJ1TEASZKk6hiAJElSdQxAkiSpOgYgSZJUHQOQJEmqjgFIkiRVxxshStIMMJGbCvrYDGny7AGSJEnVsQdIUl9MpFdipjzcdKJm40NWJXVnD5AkSaqOAUiSJFXHACRJkqpjAJIkSdXpSwCKiDUR8WBEfL9VtjoiNkfELeV1UmvYWRExEhF3RMQJrfJlpWwkIs5slR8aETeU8ssiYvdSvkf5PFKGL+xHeyRJ0nDrVw/QxcCyLuXnZ+aS8roKICIWA6cCR5RpPhYRcyJiDvBR4ERgMXBaGRfgQ2VehwHbgJWlfCWwrZSfX8aTJEkaU18CUGZ+Hdg6ztGXA+sy88nMvAsYAY4sr5HMvDMznwLWAcsjIoBjgSvK9GuBk1vzWlveXwEcV8aXJEnqadDnAJ0REd8th8j2LWWHAPe2xtlUynqV7w88nJnbO8p3mFcZ/kgZX5IkqadBBqALgJcBS4D7gA8PcFljiohVEbEhIjY88cx01UKSJM0UA7sTdGY+MPo+Ij4OfKF83AwsaI06v5TRo3wLsE9EzC29PO3xR+e1KSLmAnuX8TvrciFwIcDB8yIn1zINwmy9M7CeM8i7GQ903n6XpCoNrAcoIg5qfXwDMHqF2Hrg1HIF16HAIuBG4CZgUbnia3eaE6XXZ2YC1wOnlOlXAFe25rWivD8FuK6ML0mS1FNfeoAi4jPAMcABEbEJOBs4JiKWAAncDbwdIDM3RsTlwK3AduD0zHymzOcM4GpgDrAmMzeWRbwHWBcR5wLfBi4q5RcBl0bECM1J2Kf2oz2SBm+Qzw6TpJ3pSwDKzNO6FF/UpWx0/POA87qUXwVc1aX8TpqrxDrLfwS8cUKVlSRJ1fNO0JIkqToGIEmSVB0DkCRJqo4BSJIkVccAJEmSqmMAkiRJ1TEASZKk6hiAJElSdQxAkiSpOgN7GKo0ET6QcvZzG+4615009ewBkiRJ1TEASZKk6hiAJElSdQxAkiSpOgYgSZJUHQOQJEmqjgFIkiRVxwAkSZKq440QNdRW3/70xMb3hnSaBn5PpalnD5AkSaqOPUCSZjx7PDSWQX0/JtozN1uNd/0N2/qwB0iSJFXHACRJkqpjAJIkSdUxAEmSpOoYgCRJUnUMQJIkqToGIEmSVB0DkCRJqo4BSJIkVcc7QUuSgOG70680FnuAJElSdewB0lDzGVKaDWbr93Qi9Z6NT7yfaB3sQZtd7AGSJEnVMQBJkqTqGIAkSVJ1DECSJKk6BiBJklQdA5AkSaqOAUiSJFXHACRJkqrjjRAlaZaZjTcVnClcdz+p1hs42gMkSZKqYw+QJAkYbG9HFT0pA3w0iPrPHiBJklQdA5AkSaqOAUiSJFXHACRJkqpjAJIkSdUxAEmSpOoYgCRJUnUMQJIkqTp9uRFiRKwBXg88mJmvKGX7AZcBC4G7gTdl5raICOAjwEnAE8BbMvNbZZoVwPvKbM/NzLWl/NXAxcCewFXAOzMzey2jH22SpGExkZvu1XDDQgn61wN0MbCso+xM4NrMXARcWz4DnAgsKq9VwAXwbGA6GzgKOBI4OyL2LdNcALytNd2ynSxDkiSpp8jM/swoYiHwhVYP0B3AMZl5X0QcBHwtM18eEX9V3n+mPd7oKzPfXsr/CvhaeV2fmYeX8tNGx+u1jLHqefC8yFULfQKIpDr48M/ZbyY9NmM2Pu4jIm7OzKWd5YM8B+jAzLyvvL8fOLC8PwS4tzXeplI2VvmmLuVjLUOSJKmnKTkJOptupv50Ne3CMiJiVURsiIgNTzwzyFpIkqTZYJAB6IFyWIry88FSvhlY0Bpvfikbq3x+l/KxlrGDzLwwM5dm5tLnz5lUmyRJ0hAYZABaD6wo71cAV7bK3xyNo4FHymGsq4HjI2LfcvLz8cDVZdijEXF0uYLszR3z6rYMSZKknvp1GfxnaE5iPiAiNtFczfVB4PKIWAncA7ypjH4VzSXwIzSXwb8VIDO3RsQHgJvKeO/PzK3l/Tt47jL4L5UXYyxDkiSpp74EoMw8rceg47qMm8DpPeazBljTpXwD8Iou5Vu6LUOSJGks3glakiRVxwAkSZKqYwCSJEnV8ZbIkjTLDPIOuzPhuWE13L16ptwluWb2AEmSpOrYAyRJQ268PST2StRpYD15A3xuWD/qbA+QJEmqjgFIkiRVxwAkSZKqYwCSJEnVMQBJkqTqGIAkSVJ1DECSJKk6BiBJklQdb4QoSUPOGxzumhoeyQGDe/zJTHlkyzkRXcvtAZIkSdWxB0iSNKPM1p4UzS72AEmSpOoYgCRJUnUMQJIkqToGIEmSVB0DkCRJqo4BSJIkVccAJEmSqmMAkiRJ1YnMnO46TKmD50WuWuj9HyUN1iAfo+CjLaTxi4ibM3NpZ7k9QJIkqTp2hUjSLDNTHhVRQ0/UTOmZG9Q2n63bsB/rwx4gSZJUHQOQJEmqjgFIkiRVxwAkSZKqYwCSJEnVMQBJkqTqGIAkSVJ1DECSJKk6BiBJklQd7wQtSTPARO7IO1PuBC1Nl4n8vpwT0bXcHiBJklQde4AkSbtkpjyfaqb0iM2U54ZpfOwBkiRJ1TEASZKk6hiAJElSdQxAkiSpOgYgSZJUHQOQJEmqjgFIkiRVxwAkSZKq440QJUm7xJv5aTazB0iSJFXHHiBJGgAfi6DZYJCPEZnp32t7gCRJUnUGHoAi4u6I+F5E3BIRG0rZfhFxTUT8oPzct5RHRPy3iBiJiO9GxD9vzWdFGf8HEbGiVf7qMv+RMm33595LkiQVU9UD9MuZuSQzl5bPZwLXZuYi4NryGeBEYFF5rQIugCYwAWcDRwFHAmePhqYyztta0y0bfHMkSdJsNl2HwJYDa8v7tcDJrfJLsvFNYJ+IOAg4AbgmM7dm5jbgGmBZGfaizPxmZiZwSWtekiRJXU1FAErgKxFxc0SsKmUHZuZ95f39wIHl/SHAva1pN5Wysco3dSmXJEnqaSquAvulzNwcET8FXBMRt7cHZmZGRA6yAiV4rQLY2+veJEmq3sB7gDJzc/n5IPB5mnN4HiiHryg/HyyjbwYWtCafX8rGKp/fpbyzDhdm5tLMXPr8Of1olSRJms0GGoAi4gURsdfoe+B44PvAemD0Sq4VwJXl/XrgzeVqsKOBR8qhsquB4yNi33Ly8/HA1WXYoxFxdLn6682teUmSJHU16ANCBwKfL1emzwU+nZlfjoibgMsjYiVwD/CmMv5VwEnACPAE8FaAzNwaER8AbirjvT8zt5b37wAuBvYEvlRekiRNyky/kZ8mZ6ABKDPvBF7ZpXwLcFyX8gRO7zGvNcCaLuUbgFdMurKSJKkanhIsSdNskI8j0Mw17Nt9pj8OxkdhSJKk6hiAJElSdQxAkiSpOgYgSZJUHQOQJEmqjgFIkiRVxwAkSZKqYwCSJEnVMQBJkqTqGIAkSVJ1DECSJKk6PgtMkjQlZtuzr2ZbfWez6VjX9gBJkqTqGIAkSVJ1DECSJKk6BiBJklQdA5AkSaqOAUiSJFXHACRJkqpjAJIkSdUxAEmSpOoYgCRJUnV8FIYkaZf4qAjNZvYASZKk6hiAJElSdQxAkiSpOgYgSZJUHQOQJEmqjgFIkiRVxwAkSZKqYwCSJEnV8UaIkiQAVt/+9MTG90aImsXsAZIkSdUxAEmSpOoYgCRJUnUMQJIkqToGIEmSVB0DkCRJqo4BSJIkVccAJEmSqmMAkiRJ1TEASZKk6hiAJElSdXwWmCRpl0z02WGDMpFnkvm8M42yB0iSJFXHHiBJEjDx3o6Z0gMk7Qp7gCRJUnUMQJIkqToGIEmSVB0DkCRJqo4BSJIkVWcoAlBELIuIOyJiJCLOnO76SJKkmW3WB6CImAN8FDgRWAycFhGLp7dWkiRpJpv1AQg4EhjJzDsz8ylgHbB8muskSZJmsGG4EeIhwL2tz5uAo6apLpKkKeYNGesy0e19TkTX8mEIQDsVEauAVQB7V9FiSZI0lmGIA5uBBa3P80vZszLzQuBCgIPnRU5d1SRJo8b7qA17dDQVhuEcoJuARRFxaETsDpwKrJ/mOkmSpBls1vcAZeb2iDgDuBqYA6zJzI3TXC1JkjSDzfoABJCZVwFXTXc9JEnS7DAMh8AkSZImxAAkSZKqYwCSJEnVMQBJkqTqGIAkSVJ1huIqMEnS5HkDQvXTTP8+2QMkSZKqYw+QJGlGGe8jM54df4I9DROdv4aTPUCSJKk6BiBJklQdA5AkSaqOAUiSJFXHACRJkqpjAJIkSdUxAEmSpOoYgCRJUnUMQJIkqTreCVqSNCVm+rOhOnmH6R3Ntu23M/YASZKk6tgDJEkCBtuDMcjeg2HvedFg2AMkSZKqYwCSJEnVMQBJkqTqGIAkSVJ1DECSJKk6BiBJklQdA5AkSaqOAUiSJFXHACRJkqpjAJIkSdWJzJzuOkypg+dFrlroE0AkSarBOXdsvzkzl3aW2wMkSZKqYwCSJEnVMQBJkqTqGIAkSVJ1DECSJKk6BiBJklQdA5AkSaqOAUiSJFXHOwJKkqRZY/XtT09o/HMiupbbAyRJkqpjAJIkSdUxAEmSpOoYgCRJUnUMQJIkqToGIEmSVB0DkCRJqo4BSJIkVccAJEmSqmMAkiRJ1TEASZKk6vgsMEmSNK0m+nyvfhhYD1BErI6IzRFxS3md1Bp2VkSMRMQdEXFCq3xZKRuJiDNb5YdGxA2l/LKI2L2U71E+j5ThCwfVHkmSNDwGfQjs/MxcUl5XAUTEYuBU4AhgGfCxiJgTEXOAjwInAouB08q4AB8q8zoM2AasLOUrgW2l/PwyniRJ0pim4xyg5cC6zHwyM+8CRoAjy2skM+/MzKeAdcDyiAjgWOCKMv1a4OTWvNaW91cAx5XxJUmSehp0ADojIr4bEWsiYt9Sdghwb2ucTaWsV/n+wMOZub2jfId5leGPlPElSZJ6mlQAioivRsT3u7yWAxcALwOWAPcBH558dXe5nqsiYkNEbHjimemqhSRJmikmdRVYZr52PONFxMeBL5SPm4EFrcHzSxk9yrcA+0TE3NLL0x5/dF6bImIusHcZv7OeFwIXAhw8L3I8dZYkScNrkFeBHdT6+Abg++X9euDUcgXXocAi4EbgJmBRueJrd5oTpddnZgLXA6eU6VcAV7bmtaK8PwW4rowvSZLU0yDvA/THEbEESOBu4O0AmbkxIi4HbgW2A6dn5jMAEXEGcDUwB1iTmRvLvN4DrIuIc4FvAxeV8ouASyNiBNhKE5okSZLGFLV1mBw8L3LVQu//KEnSTDHIGyFGxM2ZubSz3EdhSJKk6lTXFXLwK17N6g0bxj3+6sN3G2BtJKkOE/0P333vzDMdj6sYJHuAJElSdQxAkiSpOgYgSZJUHQOQJEmqjgFIkiRVxwAkSZKqYwCSJEnVMQBJkqTqGIAkSVJ1DECSJKk6BiBJklQdA5AkSapOdQ9DlSRNPR9uqpnGHiBJklQdA5AkSaqOAUiSJFXHACRJkqpjAJIkSdUxAEmSpOoYgCRJUnUMQJIkqToGIEmSVB3vBL0Tq29/evzjeqdTSZJmBXuAJElSdQxAkiSpOgYgSZJUHQOQJEmqjgFIkiRVxwAkSZKqYwCSJEnVMQBJkqTqGIAkSVJ1DECSJKk6Pgqjj3xshiRJs4M9QJIkqTr2AEmSpJ2a6JGLiRwVmQ72AEmSpOoYgCRJUnUMQJIkqToGIEmSVB0DkCRJqo4BSJIkVccAJEmSqmMAkiRJ1fFGiNNkojeI8tEZkiT1jz1AkiSpOvYASZKkvpvIkYvpeGyGPUCSJKk6BiBJklQdA5AkSarOpAJQRLwxIjZGxI8jYmnHsLMiYiQi7oiIE1rly0rZSESc2So/NCJuKOWXRcTupXyP8nmkDF+4s2VIkiSNZbI9QN8HfgX4erswIhYDpwJHAMuAj0XEnIiYA3wUOBFYDJxWxgX4EHB+Zh4GbANWlvKVwLZSfn4Zr+cyJtkeSZJUgUkFoMy8LTPv6DJoObAuM5/MzLuAEeDI8hrJzDsz8ylgHbA8IgI4FriiTL8WOLk1r7Xl/RXAcWX8XsuQJEka06DOAToEuLf1eVMp61W+P/BwZm7vKN9hXmX4I2X8XvOSJEka007vAxQRXwV+usug/5KZV/a/Sv0XEauAVQAveclLprk2kiRpuu00AGXma3dhvpuBBa3P80sZPcq3APtExNzSy9Mef3RemyJiLrB3GX+sZXS24ULgQoClS5fmLrRHkiQNkUEdAlsPnFqu4DoUWATcCNwELCpXfO1OcxLz+sxM4HrglDL9CuDK1rxWlPenANeV8XstQ5IkaUyTehRGRLwB+O/Ai4EvRsQtmXlCZm6MiMuBW4HtwOmZ+UyZ5gzgamAOsCYzN5bZvQdYFxHnAt8GLirlFwGXRsQIsJUmNDHWMiRJksYSTWdKPZYuXZobNmyY7mpMmE+DlyRp4s65Y/vNmbm0s9w7QUuSpOoYgCRJUnUMQJIkqToGIEmSVB0DkCRJqo4BSJIkVccAJEmSqmMAkiRJ1TEASZKk6lR3J+iI+H/APQOY9QHAQwOY70xmm+tgm+tgm+tQY5tfmpkv7iysLgANSkRs6Har7WFmm+tgm+tgm+tQY5t78RCYJEmqjgFIkiRVxwDUPxdOdwWmgW2ug22ug22uQ41t7spzgCRJUnXsAZIkSdUxAHUREWsi4sGI+H6P4YdHxDci4smI+P3xTBsRqyNic0TcUl4nDbINE7WrbY6IBRFxfUTcGhEbI+KdrWH7RcQ1EfGD8nPfqWjLeA2ozcO6nedFxI0R8Z3S5nNaww6NiBsiYiQiLouI3aeiLeM1oDZfHBF3tbbzkiloyrhNZh9Whs+JiG9HxBdaZUO5nVvDu7V5aLdzRNwdEd8r7drQKp/R++1+MgB1dzGwbIzhW4HfAf50gtOen5lLyuuqSdWw/y5m19q8HXh3Zi4GjgZOj4jFZdiZwLWZuQi4tnyeSS6m/22G4dzOTwLHZuYrgSXAsog4ugz7EE2bDwO2ASv7WeE+uJj+txngD1rb+Zb+VbcvLmbX92EA7wRu6ygb1u08qlubYbi38y+XdrUvi5/p++2+MQB1kZlfp/ni9Br+YGbeBDw90Wlnql1tc2bel5nfKu8fo9mBHFIGLwfWlvdrgZP7XO1JGVCbZ7RJtDkz8/HycbfyyogI4FjgijJsmLZz1zYPrKJ9NJl9WETMB/4N8IlW2dBuZ+je5tlgMm0ew4zeb/eTAWhqnRER3y3dlkPXrRgRC4FXATeUogMz877y/n7gwOmo1yB1aTMM6XYuhwhuAR4ErsnMG4D9gYczc3sZbROzJAyOR482jzqvbOfzI2KP6anhQPw58J+BH7fKhno7073No4Z1OyfwlYi4OSJWtcqHfr89ygA0dS4AXkbTlX4f8OFprU2fRcQLgc8B78rMRzuHZ3O54az473m8erR5aLdzZj6TmUuA+cCREfGKaa7SwI3R5rOAw4F/AewHvGd6athfEfF64MHMvHm66zJVdtLmodzOxS9l5j8HTqQ5jP+vOkcYxv12mwFoimTmA2Vn+mPg48CR012nfomI3WiCwKcy869bgx6IiIPKOAfR/Bc9FHq1eZi386jMfBi4nubcgy3APhExtwyeD2yepqoNTEebRw+DZmY+CfwPhmc7/yLw7yLibmAdcGxEfJLh3s692jzM25nM3Fx+Pgh8nufaNrT77U4GoCky+oUq3gB0PWt/tinnBlwE3JaZf9YxeD2worxfAVw5lXUblLHaPMTb+cURsU95vyfwOuD28h/i9cApZdRh2s5d21w+j/6BCJpzJIZiO2fmWZk5PzMXAqcC12Xmrw/zdu7VZhje7RwRL4iIvUbfA8fzXNuGcr/djTdC7CIiPgMcQ/PU3AeAs2lOgCQz/zIifhrYALyI5pjx48DizHy027SZeVFEXEpzWCSBu4G3t46zTrtdbTPw88D/Ab7Hc8fP35uZV0XE/sDlwEuAe4A3ZeaMOUF8QG0e1u28kOaEyDk0/zhdnpnvL/P8ZzT/Oe8HfBv49fIf84wwoDZfB7wYCOAW4D+2TpiedpPZh7XmcQzw+5n5+vJ5KLfzTto8lNu5jP/5Mpu5wKcz87wyzxm93+4nA5AkSaqOh8AkSVJ1DECSJKk6BiBJklQdA5AkSaqOAUiSJM04O3vYa8e457ceWvt3EfHwTqfxKjBJkjTTlLtTPw5ckpnjvvN8RPw28KrM/M2xxrMHSJIkzTjdHvYaES+LiC+XZ5j9n4g4vMukpwGf2dn85+5sBEmSpBniQpobUv4gIo4CPgYcOzowIl4KHApct7MZGYAkSdKMVx5A/Rrgs83TSQDYo2O0U4ErMvOZnc3PACRJkmaD5wEPZ+aSMcY5FTh9vDOTJEma0cpz2+6KiDdC85DaiHjl6PByPtC+wDfGMz8DkCRJmnHKw16/Abw8IjZFxErg14CVEfEdYCOwvDXJqcC6HOfl7V4GL0mSqmMPkCRJqo4BSJIkVccAJEmSqmMAkiRJ1TEASZKk6hiAJElSdQxAkiSpOgYgSZJUnf8PpbayEXk188MAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 1080x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "## visualize raster with rasterio\n",
    "with rio.open('../../datasets/processed/probability_map/purchase_area_distribution_rubber_indonesia_3857.tif') as src:\n",
    "    dat = src.read(1)\n",
    "    fig, ax = plt.subplots(figsize=[15,10])\n",
    "    ax.set_ylim((-111328.8286,334111.1714))\n",
    "    ax.set_xlim((1.113195e+07,1.154940e+07))\n",
    "    rio.plot.show(dat, vmin=0, vmax=6.0517936148474e-12, cmap='Oranges', ax=ax, transform=src.transform)\n",
    "    ax.set_title('Carbon emissions due to land use change in test location -tCO2')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "28313808",
   "metadata": {},
   "source": [
    "<a id='finalNotes'></a>\n",
    "## 4. Final notes\n",
    "\n",
    "The idea would be to present the risk map as an h3 layer. We are going to test the putput in h3 to produce a general workflow. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "868ce903",
   "metadata": {},
   "outputs": [],
   "source": [
    "import h3\n",
    "import geopandas as gpd\n",
    "import pandas as pd\n",
    "import time\n",
    "from rasterstats import gen_zonal_stats\n",
    "from shapely.geometry import shape\n",
    "import json"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "5a8c6137",
   "metadata": {},
   "outputs": [],
   "source": [
    "def generate_h3_features(geometry, res):\n",
    "    \"\"\"\n",
    "    Generate h3 for geometry\n",
    "    \n",
    "    Input\n",
    "    ------\n",
    "    geometry: shapely.polygon or shapely.multipolygon\n",
    "    \n",
    "    Output\n",
    "    ------\n",
    "    gdf with H3_hexes\n",
    "    \"\"\"\n",
    "    # Create an empty dataframe to write data into\n",
    "    h3_df = pd.DataFrame([],columns=['h3_id'])\n",
    "    if geometry.geom_type == 'MultiPolygon':\n",
    "        district_polygon = list(geometry)\n",
    "        for polygon in district_polygon:\n",
    "            poly_geojson = gpd.GeoSeries([polygon]).__geo_interface__\n",
    "            poly_geojson = poly_geojson['features'][0]['geometry'] \n",
    "            h3_hexes = h3.polyfill_geojson(poly_geojson, res)\n",
    "            for h3_hex in h3_hexes:\n",
    "                coords = h3.h3_set_to_multi_polygon([h3_hex], geo_json=True)\n",
    "                yield {\n",
    "                    \"type\": \"Feature\",\n",
    "                    \"properties\": {\"hexid\": h3_hex},\n",
    "                    \"geometry\": {\"type\": \"Polygon\", \"coordinates\": coords[0]},\n",
    "                }\n",
    "    elif geometry.geom_type == 'Polygon':\n",
    "        poly_geojson = gpd.GeoSeries(geometry).__geo_interface__\n",
    "        poly_geojson = poly_geojson['features'][0]['geometry']\n",
    "        h3_hexes = h3.polyfill_geojson(poly_geojson, res)\n",
    "        for h3_hex in h3_hexes:\n",
    "            coords = h3.h3_set_to_multi_polygon([h3_hex], geo_json=True)\n",
    "            yield {\n",
    "                \"type\": \"Feature\",\n",
    "                \"properties\": {\"hexid\": h3_hex},\n",
    "                \"geometry\": {\"type\": \"Polygon\", \"coordinates\": coords[0]},\n",
    "            }\n",
    "    else:\n",
    "        print('Shape is not a polygon or multypolygon.')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "d8f342d9",
   "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>fid</th>\n",
       "      <th>Material</th>\n",
       "      <th>Material d</th>\n",
       "      <th>Volume</th>\n",
       "      <th>Country</th>\n",
       "      <th>Address</th>\n",
       "      <th>Latitude</th>\n",
       "      <th>Longitude</th>\n",
       "      <th>Location t</th>\n",
       "      <th>Accuracy</th>\n",
       "      <th>geometry</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1.0</td>\n",
       "      <td>Rubber</td>\n",
       "      <td>None</td>\n",
       "      <td>2600.0</td>\n",
       "      <td>Indonesia</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Origin country</td>\n",
       "      <td>Low</td>\n",
       "      <td>POLYGON ((11206146.856 334111.171, 11237288.10...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   fid Material Material d  Volume    Country Address Latitude Longitude  \\\n",
       "0  1.0   Rubber       None  2600.0  Indonesia    None     None      None   \n",
       "\n",
       "       Location t Accuracy                                           geometry  \n",
       "0  Origin country      Low  POLYGON ((11206146.856 334111.171, 11237288.10...  "
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "## import geometry to generate the h3 dataset - indonesia in our case\n",
    "indonesia_gdf = gpd.read_file('../../datasets/raw/input_data_test/indonesia_test_shape_clip.shp')\n",
    "indonesia_gdf"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "68dd0ceb",
   "metadata": {},
   "outputs": [],
   "source": [
    "indonesia_gdf = indonesia_gdf.to_crs(\"EPSG:4326\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "ef1101ad",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Geographic 2D CRS: EPSG:4326>\n",
       "Name: WGS 84\n",
       "Axis Info [ellipsoidal]:\n",
       "- Lat[north]: Geodetic latitude (degree)\n",
       "- Lon[east]: Geodetic longitude (degree)\n",
       "Area of Use:\n",
       "- name: World.\n",
       "- bounds: (-180.0, -90.0, 180.0, 90.0)\n",
       "Datum: World Geodetic System 1984\n",
       "- Ellipsoid: WGS 84\n",
       "- Prime Meridian: Greenwich"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "indonesia_gdf.crs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "d41c64b1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
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      ],
      "text/plain": [
       "<shapely.geometry.polygon.Polygon at 0x7ff911565940>"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "geom = indonesia_gdf['geometry'][0]\n",
    "geom"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "54842191",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "--- 0.00046253204345703125 seconds ---\n"
     ]
    }
   ],
   "source": [
    "# perform raster summary stats with the h3 feature\n",
    "# risk map\n",
    "start_time = time.time()\n",
    "hexbin_generator = generate_h3_features(geom, 7)\n",
    "raster_path = '../../datasets/processed/carbon_indicators/carbon_risk_cotton_epsg4326_tCO2e_v2.tif'\n",
    "\n",
    "raster_stats_h3 = gen_zonal_stats(\n",
    "    hexbin_generator,\n",
    "    raster_path,\n",
    "    stats=\"sum\",\n",
    "    prefix=\"carbon_risk_cotton_\",\n",
    "    geojson_out=True,\n",
    "    all_touched=True\n",
    ")\n",
    "print(\"--- %s seconds ---\" % (time.time() - start_time))\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "f575851c",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'type': 'Feature', 'properties': {'hexid': '87652a32cffffff', 'carbon_risk_cotton_sum': 0.0}, 'geometry': {'type': 'Polygon', 'coordinates': [[(100.1372562337611, 2.4572850311098993), (100.15048491735892, 2.453668479765659), (100.16035665594501, 2.463264782069973), (100.15700012870305, 2.4764784876717743), (100.14377080924186, 2.4800958171953615), (100.13389865315273, 2.470498662752815), (100.1372562337611, 2.4572850311098993)]]}}\n"
     ]
    }
   ],
   "source": [
    "#check output\n",
    "for feature in raster_stats_h3:\n",
    "    print(feature)\n",
    "    break"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "7679e91e",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/opt/conda/lib/python3.8/site-packages/numpy/core/_methods.py:47: RuntimeWarning: overflow encountered in reduce\n",
      "  return umr_sum(a, axis, dtype, out, keepdims, initial, where)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "--- 218.0820288658142 seconds ---\n"
     ]
    }
   ],
   "source": [
    "#generate a dataframe with the elements\n",
    "start_time = time.time()\n",
    "h3_gdf_carbon_risk = pd.DataFrame([],columns=['h3_id', 'carbon_risk_cotton_sum', 'geometry'])\n",
    "for feature in raster_stats_h3:\n",
    "    h3_gdf_carbon_risk.loc[len(h3_gdf_carbon_risk)]=[\n",
    "        feature['properties']['hexid'],\n",
    "        feature['properties']['carbon_risk_cotton_sum'],\n",
    "        shape(feature['geometry'])\n",
    "            ]\n",
    "print(\"--- %s seconds ---\" % (time.time() - start_time))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "f2dc4674",
   "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>h3_id</th>\n",
       "      <th>carbon_risk_cotton_sum</th>\n",
       "      <th>geometry</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>87652aca0ffffff</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>POLYGON ((101.0146876279456 2.684088218068172,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>878cd04a2ffffff</td>\n",
       "      <td>1.588927e+06</td>\n",
       "      <td>POLYGON ((101.7790458343193 -0.754049935066211...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>878cd28f4ffffff</td>\n",
       "      <td>4.910968e+04</td>\n",
       "      <td>POLYGON ((101.9389992873756 -0.422611654062353...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>878cd36d5ffffff</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>POLYGON ((100.4025663737867 0.1120100202788547...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>876521a5dffffff</td>\n",
       "      <td>7.038545e+06</td>\n",
       "      <td>POLYGON ((101.6691276528655 0.6084388297567048...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "             h3_id  carbon_risk_cotton_sum  \\\n",
       "0  87652aca0ffffff            0.000000e+00   \n",
       "1  878cd04a2ffffff            1.588927e+06   \n",
       "2  878cd28f4ffffff            4.910968e+04   \n",
       "3  878cd36d5ffffff            0.000000e+00   \n",
       "4  876521a5dffffff            7.038545e+06   \n",
       "\n",
       "                                            geometry  \n",
       "0  POLYGON ((101.0146876279456 2.684088218068172,...  \n",
       "1  POLYGON ((101.7790458343193 -0.754049935066211...  \n",
       "2  POLYGON ((101.9389992873756 -0.422611654062353...  \n",
       "3  POLYGON ((100.4025663737867 0.1120100202788547...  \n",
       "4  POLYGON ((101.6691276528655 0.6084388297567048...  "
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "h3_gdf_carbon_risk.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "7f9e13db",
   "metadata": {},
   "outputs": [],
   "source": [
    "h3_gdf_carbon_risk.to_csv('../../datasets/processed/carbon_indicators/carbon_risk_cotton_epsg4326_tCO2e_v2_h3.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "56f0fc12",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "--- 0.00016689300537109375 seconds ---\n"
     ]
    }
   ],
   "source": [
    "# do the h3 for the probability purchase area - user data\n",
    "\n",
    "# perform raster summary stats with the h3 feature\n",
    "# risk map\n",
    "start_time = time.time()\n",
    "hexbin_generator = generate_h3_features(geom, 7)\n",
    "raster_path ='../../datasets/processed/probability_map/purchase_area_distribution_rubber_indonesia_4326.tif'\n",
    "\n",
    "raster_stats_h3 = gen_zonal_stats(\n",
    "    hexbin_generator,\n",
    "    raster_path,\n",
    "    stats=\"max\",\n",
    "    prefix=\"purchase_area_\",\n",
    "    geojson_out=True,\n",
    "    all_touched=True\n",
    ")\n",
    "print(\"--- %s seconds ---\" % (time.time() - start_time))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "460b70a0",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'type': 'Feature', 'properties': {'hexid': '87652a32cffffff', 'purchase_area_max': 3.6931975699872055e-08}, 'geometry': {'type': 'Polygon', 'coordinates': [[(100.1372562337611, 2.4572850311098993), (100.15048491735892, 2.453668479765659), (100.16035665594501, 2.463264782069973), (100.15700012870305, 2.4764784876717743), (100.14377080924186, 2.4800958171953615), (100.13389865315273, 2.470498662752815), (100.1372562337611, 2.4572850311098993)]]}}\n"
     ]
    }
   ],
   "source": [
    "#check output\n",
    "for feature in raster_stats_h3:\n",
    "    print(feature)\n",
    "    break"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "c842b353",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "--- 252.22981548309326 seconds ---\n"
     ]
    }
   ],
   "source": [
    "#generate a dataframe with the elements\n",
    "start_time = time.time()\n",
    "h3_gdf_purchase = pd.DataFrame([],columns=['h3_id', 'purchase_area_max', 'geometry'])\n",
    "for feature in raster_stats_h3:\n",
    "    h3_gdf_purchase.loc[len(h3_gdf_purchase)]=[\n",
    "        feature['properties']['hexid'],\n",
    "        feature['properties']['purchase_area_max'],\n",
    "        shape(feature['geometry'])\n",
    "            ]\n",
    "print(\"--- %s seconds ---\" % (time.time() - start_time))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "60eca3a9",
   "metadata": {},
   "outputs": [],
   "source": [
    "h3_gdf_purchase.to_csv('../../datasets/processed/carbon_indicators/probability_purchase_area_h3.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "fe697ea4",
   "metadata": {},
   "outputs": [],
   "source": [
    "#obtain the carbon impact in h3\n",
    "# do the h3 for the probability purchase area - user data\n",
    "\n",
    "# perform raster summary stats with the h3 feature\n",
    "# risk map\n",
    "start_time = time.time()\n",
    "hexbin_generator = generate_h3_features(geom, 7)\n",
    "raster_path ='../../datasets/processed/probability_map/purchase_area_distribution_rubber_indonesia_4326.tif'\n",
    "\n",
    "raster_stats_h3 = gen_zonal_stats(\n",
    "    hexbin_generator,\n",
    "    raster_path,\n",
    "    stats=\"max\",\n",
    "    prefix=\"purchase_area_\",\n",
    "    geojson_out=True,\n",
    "    all_touched=True\n",
    ")\n",
    "print(\"--- %s seconds ---\" % (time.time() - start_time))"
   ]
  }
 ],
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