compute_contributions_NLDASv2.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "import rasterio as rs\n",
    "import geopandas as gpd\n",
    "#from netCDF4 import Dataset\n",
    "import os\n",
    "import datetime\n",
    "import sys\n",
    "import gdal\n",
    "from pyproj import Proj,transform\n",
    "import osgeo.osr as osr\n",
    "\n",
    "#reg = sys.argv[1] # pull the argument passed to the script\n",
    "reg = '01'\n",
    "fl = './data/nhrus/clean_AEA/nhru_%s_clean.shp'%reg # shapefile\n",
    "idxraster = './data/NLDASv2_idx_125.tiff' # the index raster to use with\n",
    "\n",
    "idxSRS = 'GEOGCS[\\\"unnamed ellipse\\\",DATUM[\\\"unknown\\\",SPHEROID[\\\"unnamed\\\",6371200,0]],PRIMEM[\\\"Greenwich\\\",0],UNIT[\\\"degree\\\",0.0174532925199433]]'\n",
    "hruSRS = 'PROJCS[\"Lambert_Azimuthal_Equal_Area\",GEOGCS[\"GCS_unnamed ellipse\",DATUM[\"unknown\",SPHEROID[\"Unknown\",6370997,0]],PRIMEM[\"Greenwich\",0],UNIT[\"Degree\",0.017453292519943295]],PROJECTION[\"Lambert_Azimuthal_Equal_Area\"],PARAMETER[\"latitude_of_center\",45],PARAMETER[\"longitude_of_center\",-100],PARAMETER[\"false_easting\",0],PARAMETER[\"false_northing\",0],UNIT[\"Meter\",1]]'\n",
    "\n",
    "def wkt2proj(wkt):\n",
    "    srs = osr.SpatialReference()\n",
    "    srs.ImportFromWkt(wkt)\n",
    "    return srs.ExportToProj4()\n",
    "\n",
    "idxSRS = wkt2proj(idxSRS)\n",
    "hruSRS = wkt2proj(hruSRS)\n",
    "\n",
    "idxSRS = Proj(idxSRS)\n",
    "hruSRS = Proj(hruSRS)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 130,
   "metadata": {},
   "outputs": [],
   "source": [
    "def is_empty(any_structure):\n",
    "    if any_structure:\n",
    "        #print('Structure is not empty.')\n",
    "        return False\n",
    "    else:\n",
    "        #print('Structure is empty.')\n",
    "        return True\n",
    "    \n",
    "def get_cell(geom,gt=[],rb=[]):\n",
    "    ''' Grab index cell value for an hru that is too small to create a tiff for.\n",
    "    geom = hru geometry \n",
    "    gt = geotransform, of the index raster\n",
    "    rb = raster band to pick data from\n",
    "    '''\n",
    "    # grab the centrioid\n",
    "    mx = geom.centroid.x\n",
    "    my = geom.centroid.y\n",
    "    \n",
    "    \n",
    "    # convert the centroid back to geographic to pick the correct index cell\n",
    "    mx,my = transform(p1=hruSRS,p2=idxSRS,x=mx,y=my)\n",
    "    \n",
    "    \n",
    "    # transform to array coordinates\n",
    "    px = int((mx-gt[0])/gt[1]) # x pixle\n",
    "    py = int((my-gt[3])/gt[5]) # y pixle\n",
    "    \n",
    "    # extract the value\n",
    "    intval = rb.ReadAsArray(px,py,1,1)\n",
    "    return intval[0][0]\n",
    "\n",
    "def process_tiffs(df,gt=[],rb=[]):\n",
    "    '''Process the tiffs or use the cell finder if the tiff does not exist\n",
    "    Inputs:\n",
    "    df = geopandas data frame of the cooresponding regional shapefile\n",
    "    gt = geotransform\n",
    "    rb = raster band\n",
    "    '''\n",
    "    \n",
    "    fl = './data/nhrus/spherical_tiffs/HUC_%s_nhruID_%s.tiff'%(df.region,df.hru_id_nat) # path to the tiffs\n",
    "    #print(fl)\n",
    "    percents = []\n",
    "    cells = []\n",
    "    cont=False\n",
    "    \n",
    "    if os.path.isfile(fl) == True: # only proceed if the tiff exists\n",
    "        with rs.open(fl) as ds:\n",
    "            rast = ds.read(1)\n",
    "            nd = ds.nodata\n",
    "\n",
    "        n,m = rast.shape\n",
    "        rast.shape = n*m\n",
    "        rast = rast[rast!=nd] # remove no data cells\n",
    "        k = len(rast) # number of smaller cells in hru\n",
    "\n",
    "        cells = list(np.unique(rast))\n",
    "        #print(len(cells))\n",
    "        if len(cells) > 0: # only continue if there are any cells\n",
    "            percents = []\n",
    "            for cell in cells:\n",
    "                percents.append(len(rast[rast==cell])/k) # divide by the total cells in the basin to get the propotion of each cell in the basin\n",
    "\n",
    "            cells = list(cells)\n",
    "            cont=False\n",
    "        else: \n",
    "            print('W - National HRU %s tiff empty, finding index value at centroid'%df.hru_id_nat)\n",
    "            cells = [get_cell(df.geometry,gt = gt,rb = rb)]\n",
    "            percents = [1.]\n",
    "    \n",
    "    elif (os.path.isfile(fl) == False): # if the raster does not exist, find the grid cell that the hru centroid occupies\n",
    "        print('W - National HRU %s tiff missing, finding index value at centroid'%df.hru_id_nat)\n",
    "        cells = [get_cell(df.geometry,gt = gt,rb = rb)]\n",
    "        percents = [1.]\n",
    "        \n",
    "    #print(cells,percents)\n",
    "    return cells,percents\n",
    "\n",
    "def compute_contributions(fl,idxraster = idxraster):\n",
    "    '''Compute grid cell contributions to hrus within a region'''\n",
    "    \n",
    "    reg = fl.split('_')[-2]\n",
    "    \n",
    "    print('S - Starting Region: %s!'%reg)\n",
    "    print('S - Using input shapefile: %s'%fl)\n",
    "    print('S - Using index raster: %s'%idxraster)\n",
    "    \n",
    "    # load the index raster and pull the geotransformation:\n",
    "    src_ds = gdal.Open(idxraster)\n",
    "    gt = src_ds.GetGeoTransform()\n",
    "    rb = src_ds.GetRasterBand(1)\n",
    "\n",
    "    dat = gpd.read_file(fl)\n",
    "    \n",
    "    cells,percents = zip(*dat.apply(process_tiffs,axis=1,gt=gt,rb=rb)) # run the aggregation function\n",
    "    \n",
    "    dat['reg'] = reg\n",
    "    \n",
    "    dat['cells'] = cells # insert results back into the dataframe\n",
    "    dat['percents'] = percents\n",
    "    \n",
    "    # remove geometry from the data frame:\n",
    "    del dat['geometry']\n",
    "    outputFile = './data/NLDASv2_huc_%s_cell_contrib.pcl'%reg\n",
    "    print('S - Writing contribution data to: %s'%outputFile)\n",
    "    dat.to_pickle(outputFile)\n",
    "    print('S - %s Complete!'%reg)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 131,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
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       "        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>POI_ID</th>\n",
       "      <th>hru_id_nat</th>\n",
       "      <th>hru_id_reg</th>\n",
       "      <th>region</th>\n",
       "      <th>geometry</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>7733855</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>01</td>\n",
       "      <td>POLYGON ((2183070.734501134 -75091.10246235332...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>7733919</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>01</td>\n",
       "      <td>POLYGON ((2181894.320245298 -71005.04045235061...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>7732571</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>01</td>\n",
       "      <td>POLYGON ((2178325.035636961 -69136.13575230232...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>7732387</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>01</td>\n",
       "      <td>POLYGON ((2179071.725215299 -69160.6980326779,...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>7733327</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>01</td>\n",
       "      <td>(POLYGON ((2189881.189432338 -69078.2122788688...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    POI_ID  hru_id_nat  hru_id_reg region  \\\n",
       "0  7733855           1           1     01   \n",
       "1  7733919           2           2     01   \n",
       "2  7732571           3           3     01   \n",
       "3  7732387           4           4     01   \n",
       "4  7733327           5           5     01   \n",
       "\n",
       "                                            geometry  \n",
       "0  POLYGON ((2183070.734501134 -75091.10246235332...  \n",
       "1  POLYGON ((2181894.320245298 -71005.04045235061...  \n",
       "2  POLYGON ((2178325.035636961 -69136.13575230232...  \n",
       "3  POLYGON ((2179071.725215299 -69160.6980326779,...  \n",
       "4  (POLYGON ((2189881.189432338 -69078.2122788688...  "
      ]
     },
     "execution_count": 131,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dat.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 132,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "S - Starting Region: 01!\n",
      "S - Using input shapefile: ./data/nhrus/clean_AEA/nhru_01_clean.shp\n",
      "S - Using index raster: ./data/NLDASv2_idx_125.tiff\n",
      "W - National HRU 14 tiff empty, finding index value at centroid\n"
     ]
    }
   ],
   "source": [
    "    idxraster = './data/NLDASv2_idx_125.tiff'\n",
    "    fl = './data/nhrus/clean_AEA/nhru_01_clean.shp'\n",
    "    reg = fl.split('_')[-2]\n",
    "    \n",
    "    print('S - Starting Region: %s!'%reg)\n",
    "    print('S - Using input shapefile: %s'%fl)\n",
    "    print('S - Using index raster: %s'%idxraster)\n",
    "    \n",
    "    # load the index raster and pull the geotransformation:\n",
    "    src_ds = gdal.Open(idxraster)\n",
    "    gt = src_ds.GetGeoTransform()\n",
    "    rb = src_ds.GetRasterBand(1)\n",
    "\n",
    "    dat = gpd.read_file(fl)\n",
    "    \n",
    "    cells,percents = zip(*dat.loc[dat.hru_id_nat == 14].apply(process_tiffs,axis=1,gt=gt,rb=rb)) # run the aggregation function"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 138,
   "metadata": {},
   "outputs": [],
   "source": [
    "newRegions = ['01','02','03','04','05','06','07','08','09','10U','10L','11','12','13','14','15','16','17','18']\n",
    "files = []\n",
    "for reg in newRegions:\n",
    "    files.append('./data/nhrus/clean_AEA/nhru_%s_clean.shp'%reg)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 140,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "S - Starting Region: 01!\n",
      "S - Using input shapefile: ./data/nhrus/clean_AEA/nhru_01_clean.shp\n",
      "S - Using index raster: ./data/NLDASv2_idx_125.tiff\n",
      "W - National HRU 4 tiff missing, finding index value at centroid\n",
      "W - National HRU 6 tiff missing, finding index value at centroid\n",
      "W - National HRU 14 tiff empty, finding index value at centroid\n",
      "W - National HRU 15 tiff missing, finding index value at centroid\n",
      "W - National HRU 16 tiff missing, finding index value at centroid\n",
      "W - National HRU 17 tiff empty, finding index value at centroid\n",
      "W - National HRU 29 tiff missing, finding index value at centroid\n",
      "W - National HRU 30 tiff empty, finding index value at centroid\n",
      "W - National HRU 38 tiff empty, finding index value at centroid\n",
      "W - National HRU 44 tiff empty, finding index value at centroid\n",
      "W - National HRU 47 tiff missing, finding index value at centroid\n",
      "W - National HRU 50 tiff empty, finding index value at centroid\n",
      "W - National HRU 74 tiff missing, finding index value at centroid\n",
      "W - National HRU 91 tiff empty, finding index value at centroid\n",
      "W - National HRU 95 tiff empty, finding index value at centroid\n",
      "W - National HRU 120 tiff empty, finding index value at centroid\n",
      "W - National HRU 146 tiff missing, finding index value at centroid\n",
      "W - National HRU 176 tiff empty, finding index value at centroid\n",
      "W - National HRU 220 tiff empty, finding index value at centroid\n",
      "W - National HRU 284 tiff empty, finding index value at centroid\n",
      "W - National HRU 335 tiff empty, finding index value at centroid\n",
      "W - National HRU 346 tiff missing, finding index value at centroid\n",
      "W - National HRU 351 tiff empty, finding index value at centroid\n",
      "W - National HRU 375 tiff empty, finding index value at centroid\n",
      "W - National HRU 387 tiff empty, finding index value at centroid\n",
      "W - National HRU 396 tiff empty, finding index value at centroid\n",
      "W - National HRU 409 tiff empty, finding index value at centroid\n",
      "W - National HRU 433 tiff missing, finding index value at centroid\n",
      "W - National HRU 460 tiff empty, finding index value at centroid\n",
      "W - National HRU 461 tiff empty, finding index value at centroid\n",
      "W - National HRU 469 tiff empty, finding index value at centroid\n",
      "W - National HRU 480 tiff missing, finding index value at centroid\n",
      "W - National HRU 499 tiff empty, finding index value at centroid\n",
      "W - National HRU 506 tiff empty, finding index value at centroid\n",
      "W - National HRU 509 tiff empty, finding index value at centroid\n",
      "W - National HRU 511 tiff empty, finding index value at centroid\n",
      "W - National HRU 513 tiff empty, finding index value at centroid\n",
      "W - National HRU 552 tiff empty, finding index value at centroid\n",
      "W - National HRU 580 tiff empty, finding index value at centroid\n",
      "W - National HRU 597 tiff empty, finding index value at centroid\n",
      "W - National HRU 623 tiff empty, finding index value at centroid\n",
      "W - National HRU 648 tiff empty, finding index value at centroid\n",
      "W - National HRU 664 tiff empty, finding index value at centroid\n",
      "W - National HRU 677 tiff missing, finding index value at centroid\n",
      "W - National HRU 680 tiff missing, finding index value at centroid\n",
      "W - National HRU 753 tiff empty, finding index value at centroid\n",
      "W - National HRU 754 tiff empty, finding index value at centroid\n",
      "W - National HRU 804 tiff empty, finding index value at centroid\n",
      "W - National HRU 811 tiff missing, finding index value at centroid\n",
      "W - National HRU 815 tiff empty, finding index value at centroid\n",
      "W - National HRU 822 tiff empty, finding index value at centroid\n",
      "W - National HRU 835 tiff missing, finding index value at centroid\n",
      "W - National HRU 845 tiff empty, finding index value at centroid\n",
      "W - National HRU 857 tiff missing, finding index value at centroid\n",
      "W - National HRU 862 tiff empty, finding index value at centroid\n",
      "W - National HRU 869 tiff empty, finding index value at centroid\n",
      "W - National HRU 926 tiff missing, finding index value at centroid\n",
      "W - National HRU 944 tiff empty, finding index value at centroid\n",
      "W - National HRU 964 tiff empty, finding index value at centroid\n",
      "W - National HRU 994 tiff missing, finding index value at centroid\n",
      "W - National HRU 996 tiff empty, finding index value at centroid\n",
      "W - National HRU 998 tiff empty, finding index value at centroid\n",
      "W - National HRU 1003 tiff empty, finding index value at centroid\n",
      "W - National HRU 1022 tiff missing, finding index value at centroid\n",
      "W - National HRU 1023 tiff empty, finding index value at centroid\n",
      "W - National HRU 1025 tiff missing, finding index value at centroid\n",
      "W - National HRU 1027 tiff empty, finding index value at centroid\n",
      "W - National HRU 1031 tiff empty, finding index value at centroid\n",
      "W - National HRU 1035 tiff empty, finding index value at centroid\n",
      "W - National HRU 1045 tiff missing, finding index value at centroid\n",
      "W - National HRU 1052 tiff missing, finding index value at centroid\n",
      "W - National HRU 1077 tiff empty, finding index value at centroid\n",
      "W - National HRU 1087 tiff missing, finding index value at centroid\n",
      "W - National HRU 1103 tiff missing, finding index value at centroid\n",
      "W - National HRU 1107 tiff missing, finding index value at centroid\n",
      "W - National HRU 1123 tiff missing, finding index value at centroid\n",
      "W - National HRU 1130 tiff empty, finding index value at centroid\n",
      "W - National HRU 1158 tiff empty, finding index value at centroid\n",
      "W - National HRU 1165 tiff empty, finding index value at centroid\n",
      "W - National HRU 1172 tiff empty, finding index value at centroid\n",
      "W - National HRU 1195 tiff empty, finding index value at centroid\n",
      "W - National HRU 1214 tiff missing, finding index value at centroid\n",
      "W - National HRU 1219 tiff missing, finding index value at centroid\n",
      "W - National HRU 1255 tiff empty, finding index value at centroid\n",
      "W - National HRU 1272 tiff missing, finding index value at centroid\n",
      "W - National HRU 1284 tiff missing, finding index value at centroid\n",
      "W - National HRU 1294 tiff empty, finding index value at centroid\n",
      "W - National HRU 1296 tiff empty, finding index value at centroid\n",
      "W - National HRU 1301 tiff empty, finding index value at centroid\n",
      "W - National HRU 1308 tiff empty, finding index value at centroid\n",
      "W - National HRU 1325 tiff empty, finding index value at centroid\n",
      "W - National HRU 1331 tiff empty, finding index value at centroid\n",
      "W - National HRU 1332 tiff empty, finding index value at centroid\n",
      "W - National HRU 1343 tiff empty, finding index value at centroid\n",
      "W - National HRU 1362 tiff empty, finding index value at centroid\n",
      "W - National HRU 1369 tiff empty, finding index value at centroid\n",
      "W - National HRU 1380 tiff empty, finding index value at centroid\n",
      "W - National HRU 1396 tiff empty, finding index value at centroid\n",
      "W - National HRU 1411 tiff empty, finding index value at centroid\n",
      "W - National HRU 1419 tiff missing, finding index value at centroid\n",
      "W - National HRU 1442 tiff empty, finding index value at centroid\n",
      "W - National HRU 1463 tiff missing, finding index value at centroid\n",
      "W - National HRU 1471 tiff empty, finding index value at centroid\n",
      "W - National HRU 1480 tiff empty, finding index value at centroid\n",
      "W - National HRU 1502 tiff empty, finding index value at centroid\n",
      "W - National HRU 1507 tiff empty, finding index value at centroid\n",
      "W - National HRU 1547 tiff missing, finding index value at centroid\n",
      "W - National HRU 1578 tiff empty, finding index value at centroid\n",
      "W - National HRU 1584 tiff empty, finding index value at centroid\n",
      "W - National HRU 1623 tiff empty, finding index value at centroid\n",
      "W - National HRU 1628 tiff empty, finding index value at centroid\n",
      "W - National HRU 1635 tiff empty, finding index value at centroid\n",
      "W - National HRU 1656 tiff missing, finding index value at centroid\n",
      "W - National HRU 1657 tiff missing, finding index value at centroid\n",
      "W - National HRU 1658 tiff empty, finding index value at centroid\n",
      "W - National HRU 1680 tiff empty, finding index value at centroid\n",
      "W - National HRU 1685 tiff missing, finding index value at centroid\n",
      "W - National HRU 1723 tiff empty, finding index value at centroid\n",
      "W - National HRU 1728 tiff missing, finding index value at centroid\n",
      "W - National HRU 1735 tiff empty, finding index value at centroid\n",
      "W - National HRU 1772 tiff empty, finding index value at centroid\n",
      "W - National HRU 1785 tiff empty, finding index value at centroid\n",
      "W - National HRU 1790 tiff empty, finding index value at centroid\n",
      "W - National HRU 1804 tiff missing, finding index value at centroid\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "W - National HRU 1879 tiff missing, finding index value at centroid\n",
      "W - National HRU 1898 tiff empty, finding index value at centroid\n",
      "W - National HRU 1903 tiff missing, finding index value at centroid\n",
      "W - National HRU 1941 tiff empty, finding index value at centroid\n",
      "W - National HRU 1980 tiff missing, finding index value at centroid\n",
      "W - National HRU 1988 tiff missing, finding index value at centroid\n",
      "W - National HRU 2197 tiff empty, finding index value at centroid\n",
      "W - National HRU 2208 tiff missing, finding index value at centroid\n",
      "W - National HRU 2327 tiff missing, finding index value at centroid\n",
      "W - National HRU 2359 tiff empty, finding index value at centroid\n",
      "W - National HRU 2392 tiff empty, finding index value at centroid\n",
      "S - Writing contribution data to: ./data/NLDASv2_huc_01_cell_contrib.pcl\n",
      "S - 01 Complete!\n",
      "S - Starting Region: 02!\n",
      "S - Using input shapefile: ./data/nhrus/clean_AEA/nhru_02_clean.shp\n",
      "S - Using index raster: ./data/NLDASv2_idx_125.tiff\n",
      "W - National HRU 2483 tiff missing, finding index value at centroid\n",
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      "W - National HRU 4224 tiff missing, finding index value at centroid\n",
      "W - National HRU 4230 tiff empty, finding index value at centroid\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "W - National HRU 4269 tiff empty, finding index value at centroid\n",
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      "W - National HRU 6285 tiff missing, finding index value at centroid\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "W - National HRU 6316 tiff empty, finding index value at centroid\n",
      "W - National HRU 6356 tiff empty, finding index value at centroid\n",
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      "W - National HRU 7278 tiff empty, finding index value at centroid\n",
      "S - Writing contribution data to: ./data/NLDASv2_huc_02_cell_contrib.pcl\n",
      "S - 02 Complete!\n",
      "S - Starting Region: 03!\n",
      "S - Using input shapefile: ./data/nhrus/clean_AEA/nhru_03_clean.shp\n",
      "S - Using index raster: ./data/NLDASv2_idx_125.tiff\n",
      "W - National HRU 7296 tiff empty, finding index value at centroid\n",
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      "W - National HRU 7994 tiff empty, finding index value at centroid\n",
      "W - National HRU 8013 tiff empty, finding index value at centroid\n",
      "W - National HRU 8027 tiff empty, finding index value at centroid\n",
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      "W - National HRU 8098 tiff missing, finding index value at centroid\n",
      "W - National HRU 8099 tiff missing, finding index value at centroid\n",
      "W - National HRU 8100 tiff empty, finding index value at centroid\n",
      "W - National HRU 8124 tiff empty, finding index value at centroid\n",
      "W - National HRU 8169 tiff missing, finding index value at centroid\n",
      "W - National HRU 8173 tiff empty, finding index value at centroid\n",
      "W - National HRU 8198 tiff empty, finding index value at centroid\n",
      "W - National HRU 8203 tiff missing, finding index value at centroid\n",
      "W - National HRU 8228 tiff missing, finding index value at centroid\n",
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      "W - National HRU 8261 tiff empty, finding index value at centroid\n",
      "W - National HRU 8263 tiff empty, finding index value at centroid\n",
      "W - National HRU 8287 tiff empty, finding index value at centroid\n",
      "W - National HRU 8290 tiff empty, finding index value at centroid\n",
      "W - National HRU 8300 tiff empty, finding index value at centroid\n",
      "W - National HRU 8302 tiff empty, finding index value at centroid\n",
      "W - National HRU 8390 tiff missing, finding index value at centroid\n",
      "W - National HRU 8405 tiff missing, finding index value at centroid\n",
      "W - National HRU 8408 tiff empty, finding index value at centroid\n",
      "W - National HRU 8429 tiff missing, finding index value at centroid\n",
      "W - National HRU 8441 tiff empty, finding index value at centroid\n",
      "W - National HRU 8442 tiff empty, finding index value at centroid\n",
      "W - National HRU 8456 tiff missing, finding index value at centroid\n",
      "W - National HRU 8469 tiff empty, finding index value at centroid\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "W - National HRU 8507 tiff empty, finding index value at centroid\n",
      "W - National HRU 8541 tiff empty, finding index value at centroid\n",
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      "W - National HRU 8583 tiff empty, finding index value at centroid\n",
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      "W - National HRU 8589 tiff empty, finding index value at centroid\n",
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      "W - National HRU 8602 tiff empty, finding index value at centroid\n",
      "W - National HRU 8606 tiff empty, finding index value at centroid\n",
      "W - National HRU 8612 tiff empty, finding index value at centroid\n",
      "W - National HRU 8624 tiff missing, finding index value at centroid\n",
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      "W - National HRU 8671 tiff missing, finding index value at centroid\n",
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      "W - National HRU 8993 tiff empty, finding index value at centroid\n",
      "W - National HRU 8996 tiff missing, finding index value at centroid\n",
      "W - National HRU 9002 tiff missing, finding index value at centroid\n",
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      "W - National HRU 9006 tiff missing, finding index value at centroid\n",
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      "W - National HRU 9314 tiff empty, finding index value at centroid\n",
      "W - National HRU 9337 tiff empty, finding index value at centroid\n",
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      "W - National HRU 9351 tiff empty, finding index value at centroid\n",
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      "W - National HRU 9550 tiff missing, finding index value at centroid\n",
      "W - National HRU 9723 tiff empty, finding index value at centroid\n",
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      "W - National HRU 9818 tiff missing, finding index value at centroid\n",
      "W - National HRU 9822 tiff empty, finding index value at centroid\n",
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      "W - National HRU 9867 tiff empty, finding index value at centroid\n",
      "W - National HRU 9872 tiff missing, finding index value at centroid\n",
      "W - National HRU 9873 tiff empty, finding index value at centroid\n",
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      "W - National HRU 9946 tiff missing, finding index value at centroid\n",
      "W - National HRU 9966 tiff empty, finding index value at centroid\n",
      "W - National HRU 9977 tiff missing, finding index value at centroid\n",
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      "W - National HRU 9984 tiff empty, finding index value at centroid\n",
      "W - National HRU 9988 tiff missing, finding index value at centroid\n",
      "W - National HRU 9990 tiff empty, finding index value at centroid\n",
      "W - National HRU 9993 tiff empty, finding index value at centroid\n",
      "W - National HRU 9995 tiff empty, finding index value at centroid\n",
      "W - National HRU 10032 tiff missing, finding index value at centroid\n",
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      "W - National HRU 10054 tiff empty, finding index value at centroid\n",
      "W - National HRU 10084 tiff empty, finding index value at centroid\n",
      "W - National HRU 10094 tiff empty, finding index value at centroid\n",
      "W - National HRU 10103 tiff empty, finding index value at centroid\n",
      "W - National HRU 10115 tiff missing, finding index value at centroid\n",
      "W - National HRU 10122 tiff empty, finding index value at centroid\n",
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      "W - National HRU 10172 tiff missing, finding index value at centroid\n",
      "W - National HRU 10182 tiff missing, finding index value at centroid\n",
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      "W - National HRU 10192 tiff empty, finding index value at centroid\n",
      "W - National HRU 10198 tiff empty, finding index value at centroid\n",
      "W - National HRU 10215 tiff empty, finding index value at centroid\n",
      "W - National HRU 10222 tiff empty, finding index value at centroid\n",
      "W - National HRU 10295 tiff missing, finding index value at centroid\n",
      "W - National HRU 10323 tiff missing, finding index value at centroid\n",
      "W - National HRU 10325 tiff missing, finding index value at centroid\n",
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      "W - National HRU 10373 tiff missing, finding index value at centroid\n",
      "W - National HRU 10377 tiff empty, finding index value at centroid\n",
      "W - National HRU 10392 tiff empty, finding index value at centroid\n",
      "W - National HRU 10415 tiff missing, finding index value at centroid\n",
      "W - National HRU 10421 tiff empty, finding index value at centroid\n",
      "W - National HRU 10474 tiff empty, finding index value at centroid\n",
      "W - National HRU 10477 tiff empty, finding index value at centroid\n",
      "W - National HRU 10500 tiff empty, finding index value at centroid\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "W - National HRU 10534 tiff empty, finding index value at centroid\n",
      "W - National HRU 10543 tiff missing, finding index value at centroid\n",
      "W - National HRU 10560 tiff empty, finding index value at centroid\n",
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      "W - National HRU 10605 tiff missing, finding index value at centroid\n",
      "W - National HRU 10612 tiff empty, finding index value at centroid\n",
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      "W - National HRU 10648 tiff empty, finding index value at centroid\n",
      "W - National HRU 10665 tiff empty, finding index value at centroid\n",
      "W - National HRU 10677 tiff missing, finding index value at centroid\n",
      "W - National HRU 10691 tiff empty, finding index value at centroid\n",
      "W - National HRU 10699 tiff empty, finding index value at centroid\n",
      "W - National HRU 10732 tiff empty, finding index value at centroid\n",
      "W - National HRU 10749 tiff empty, finding index value at centroid\n",
      "W - National HRU 10767 tiff missing, finding index value at centroid\n",
      "W - National HRU 10796 tiff empty, finding index value at centroid\n",
      "W - National HRU 10829 tiff empty, finding index value at centroid\n",
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      "W - National HRU 10836 tiff empty, finding index value at centroid\n",
      "W - National HRU 10837 tiff empty, finding index value at centroid\n",
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      "W - National HRU 10874 tiff empty, finding index value at centroid\n",
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      "W - National HRU 10918 tiff empty, finding index value at centroid\n",
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      "W - National HRU 10954 tiff missing, finding index value at centroid\n",
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      "W - National HRU 11017 tiff empty, finding index value at centroid\n",
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      "W - National HRU 11057 tiff empty, finding index value at centroid\n",
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      "W - National HRU 11120 tiff empty, finding index value at centroid\n",
      "W - National HRU 11126 tiff empty, finding index value at centroid\n",
      "W - National HRU 11161 tiff empty, finding index value at centroid\n",
      "W - National HRU 11164 tiff empty, finding index value at centroid\n",
      "W - National HRU 11171 tiff empty, finding index value at centroid\n",
      "W - National HRU 11187 tiff missing, finding index value at centroid\n",
      "W - National HRU 11190 tiff missing, finding index value at centroid\n",
      "W - National HRU 11215 tiff empty, finding index value at centroid\n",
      "W - National HRU 11218 tiff empty, finding index value at centroid\n",
      "W - National HRU 11219 tiff missing, finding index value at centroid\n",
      "W - National HRU 11248 tiff empty, finding index value at centroid\n",
      "W - National HRU 11253 tiff empty, finding index value at centroid\n",
      "W - National HRU 11321 tiff empty, finding index value at centroid\n",
      "W - National HRU 11350 tiff empty, finding index value at centroid\n",
      "W - National HRU 11365 tiff empty, finding index value at centroid\n",
      "W - National HRU 11391 tiff empty, finding index value at centroid\n",
      "W - National HRU 11411 tiff empty, finding index value at centroid\n",
      "W - National HRU 11452 tiff empty, finding index value at centroid\n",
      "W - National HRU 11457 tiff missing, finding index value at centroid\n",
      "W - National HRU 11488 tiff missing, finding index value at centroid\n",
      "W - National HRU 11504 tiff missing, finding index value at centroid\n",
      "W - National HRU 11519 tiff empty, finding index value at centroid\n",
      "W - National HRU 11526 tiff empty, finding index value at centroid\n",
      "W - National HRU 11600 tiff empty, finding index value at centroid\n",
      "W - National HRU 11603 tiff empty, finding index value at centroid\n",
      "W - National HRU 11622 tiff empty, finding index value at centroid\n",
      "W - National HRU 11627 tiff missing, finding index value at centroid\n",
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      "W - National HRU 11752 tiff missing, finding index value at centroid\n",
      "W - National HRU 12002 tiff empty, finding index value at centroid\n",
      "W - National HRU 12006 tiff missing, finding index value at centroid\n",
      "W - National HRU 12047 tiff missing, finding index value at centroid\n",
      "W - National HRU 12070 tiff empty, finding index value at centroid\n",
      "W - National HRU 12099 tiff empty, finding index value at centroid\n",
      "W - National HRU 12117 tiff empty, finding index value at centroid\n",
      "W - National HRU 12136 tiff missing, finding index value at centroid\n",
      "W - National HRU 12138 tiff empty, finding index value at centroid\n",
      "W - National HRU 12162 tiff empty, finding index value at centroid\n",
      "W - National HRU 12231 tiff empty, finding index value at centroid\n",
      "W - National HRU 12239 tiff missing, finding index value at centroid\n",
      "W - National HRU 12255 tiff empty, finding index value at centroid\n",
      "W - National HRU 12256 tiff empty, finding index value at centroid\n",
      "W - National HRU 12257 tiff empty, finding index value at centroid\n",
      "W - National HRU 12269 tiff empty, finding index value at centroid\n",
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      "W - National HRU 12297 tiff missing, finding index value at centroid\n",
      "W - National HRU 12303 tiff empty, finding index value at centroid\n",
      "W - National HRU 12311 tiff empty, finding index value at centroid\n",
      "W - National HRU 12313 tiff missing, finding index value at centroid\n",
      "W - National HRU 12317 tiff empty, finding index value at centroid\n",
      "W - National HRU 12333 tiff empty, finding index value at centroid\n",
      "W - National HRU 12336 tiff missing, finding index value at centroid\n",
      "W - National HRU 12340 tiff empty, finding index value at centroid\n",
      "W - National HRU 12344 tiff empty, finding index value at centroid\n",
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      "W - National HRU 12377 tiff missing, finding index value at centroid\n",
      "W - National HRU 12389 tiff empty, finding index value at centroid\n",
      "W - National HRU 12413 tiff empty, finding index value at centroid\n",
      "W - National HRU 12416 tiff empty, finding index value at centroid\n",
      "W - National HRU 12418 tiff empty, finding index value at centroid\n",
      "W - National HRU 12429 tiff empty, finding index value at centroid\n",
      "W - National HRU 12431 tiff empty, finding index value at centroid\n",
      "W - National HRU 12432 tiff empty, finding index value at centroid\n",
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      "W - National HRU 12511 tiff missing, finding index value at centroid\n",
      "W - National HRU 12534 tiff empty, finding index value at centroid\n",
      "W - National HRU 12542 tiff empty, finding index value at centroid\n",
      "W - National HRU 12555 tiff empty, finding index value at centroid\n",
      "W - National HRU 12565 tiff empty, finding index value at centroid\n",
      "W - National HRU 12585 tiff empty, finding index value at centroid\n",
      "W - National HRU 12587 tiff empty, finding index value at centroid\n",
      "W - National HRU 12602 tiff empty, finding index value at centroid\n",
      "W - National HRU 12616 tiff empty, finding index value at centroid\n",
      "W - National HRU 12618 tiff empty, finding index value at centroid\n",
      "W - National HRU 12622 tiff empty, finding index value at centroid\n",
      "W - National HRU 12642 tiff missing, finding index value at centroid\n",
      "W - National HRU 12668 tiff missing, finding index value at centroid\n",
      "W - National HRU 12676 tiff empty, finding index value at centroid\n",
      "W - National HRU 12693 tiff missing, finding index value at centroid\n",
      "W - National HRU 12709 tiff empty, finding index value at centroid\n",
      "W - National HRU 12710 tiff empty, finding index value at centroid\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "W - National HRU 12718 tiff missing, finding index value at centroid\n",
      "W - National HRU 12721 tiff missing, finding index value at centroid\n",
      "W - National HRU 12722 tiff missing, finding index value at centroid\n",
      "W - National HRU 12725 tiff missing, finding index value at centroid\n",
      "W - National HRU 12732 tiff empty, finding index value at centroid\n",
      "W - National HRU 12744 tiff empty, finding index value at centroid\n",
      "W - National HRU 12790 tiff empty, finding index value at centroid\n",
      "W - National HRU 12800 tiff missing, finding index value at centroid\n",
      "W - National HRU 12803 tiff empty, finding index value at centroid\n",
      "W - National HRU 12928 tiff missing, finding index value at centroid\n",
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      "W - National HRU 12931 tiff empty, finding index value at centroid\n",
      "W - National HRU 12949 tiff empty, finding index value at centroid\n",
      "W - National HRU 12995 tiff missing, finding index value at centroid\n",
      "W - National HRU 12997 tiff empty, finding index value at centroid\n",
      "W - National HRU 12999 tiff empty, finding index value at centroid\n",
      "W - National HRU 13065 tiff empty, finding index value at centroid\n",
      "W - National HRU 13073 tiff missing, finding index value at centroid\n",
      "W - National HRU 13075 tiff empty, finding index value at centroid\n",
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      "W - National HRU 13095 tiff empty, finding index value at centroid\n",
      "W - National HRU 13097 tiff empty, finding index value at centroid\n",
      "W - National HRU 13138 tiff missing, finding index value at centroid\n",
      "W - National HRU 13165 tiff missing, finding index value at centroid\n",
      "W - National HRU 13189 tiff missing, finding index value at centroid\n",
      "W - National HRU 13253 tiff empty, finding index value at centroid\n",
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      "W - National HRU 13308 tiff missing, finding index value at centroid\n",
      "W - National HRU 13310 tiff empty, finding index value at centroid\n",
      "W - National HRU 13318 tiff empty, finding index value at centroid\n",
      "W - National HRU 13320 tiff empty, finding index value at centroid\n",
      "W - National HRU 13322 tiff empty, finding index value at centroid\n",
      "W - National HRU 13330 tiff empty, finding index value at centroid\n",
      "W - National HRU 13339 tiff empty, finding index value at centroid\n",
      "W - National HRU 13349 tiff empty, finding index value at centroid\n",
      "W - National HRU 13350 tiff empty, finding index value at centroid\n",
      "W - National HRU 13353 tiff empty, finding index value at centroid\n",
      "W - National HRU 13356 tiff empty, finding index value at centroid\n",
      "W - National HRU 13373 tiff missing, finding index value at centroid\n",
      "W - National HRU 13388 tiff empty, finding index value at centroid\n",
      "W - National HRU 13463 tiff missing, finding index value at centroid\n",
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      "W - National HRU 13476 tiff empty, finding index value at centroid\n",
      "W - National HRU 13478 tiff empty, finding index value at centroid\n",
      "W - National HRU 13481 tiff empty, finding index value at centroid\n",
      "W - National HRU 13485 tiff missing, finding index value at centroid\n",
      "W - National HRU 13486 tiff empty, finding index value at centroid\n",
      "W - National HRU 13495 tiff empty, finding index value at centroid\n",
      "W - National HRU 13497 tiff empty, finding index value at centroid\n",
      "W - National HRU 13507 tiff empty, finding index value at centroid\n",
      "W - National HRU 13508 tiff empty, finding index value at centroid\n",
      "W - National HRU 13522 tiff missing, finding index value at centroid\n",
      "W - National HRU 13537 tiff missing, finding index value at centroid\n",
      "W - National HRU 13540 tiff empty, finding index value at centroid\n",
      "W - National HRU 13541 tiff missing, finding index value at centroid\n",
      "W - National HRU 13542 tiff empty, finding index value at centroid\n",
      "W - National HRU 13553 tiff empty, finding index value at centroid\n",
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      "W - National HRU 13801 tiff empty, finding index value at centroid\n",
      "W - National HRU 13802 tiff empty, finding index value at centroid\n",
      "W - National HRU 13812 tiff missing, finding index value at centroid\n",
      "W - National HRU 13849 tiff empty, finding index value at centroid\n",
      "W - National HRU 13899 tiff empty, finding index value at centroid\n",
      "W - National HRU 13923 tiff empty, finding index value at centroid\n",
      "W - National HRU 13941 tiff empty, finding index value at centroid\n",
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      "W - National HRU 13952 tiff empty, finding index value at centroid\n",
      "W - National HRU 13960 tiff empty, finding index value at centroid\n",
      "W - National HRU 13961 tiff empty, finding index value at centroid\n",
      "W - National HRU 13986 tiff empty, finding index value at centroid\n",
      "W - National HRU 13989 tiff missing, finding index value at centroid\n",
      "W - National HRU 14009 tiff empty, finding index value at centroid\n",
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      "W - National HRU 14015 tiff missing, finding index value at centroid\n",
      "W - National HRU 14037 tiff empty, finding index value at centroid\n",
      "W - National HRU 14052 tiff missing, finding index value at centroid\n",
      "W - National HRU 14058 tiff empty, finding index value at centroid\n",
      "W - National HRU 14087 tiff empty, finding index value at centroid\n",
      "W - National HRU 14091 tiff missing, finding index value at centroid\n",
      "W - National HRU 14094 tiff empty, finding index value at centroid\n",
      "W - National HRU 14106 tiff missing, finding index value at centroid\n",
      "W - National HRU 14124 tiff empty, finding index value at centroid\n",
      "W - National HRU 14127 tiff empty, finding index value at centroid\n",
      "W - National HRU 14218 tiff empty, finding index value at centroid\n",
      "W - National HRU 14231 tiff empty, finding index value at centroid\n",
      "W - National HRU 14235 tiff empty, finding index value at centroid\n",
      "W - National HRU 14246 tiff empty, finding index value at centroid\n",
      "W - National HRU 14247 tiff empty, finding index value at centroid\n",
      "W - National HRU 14261 tiff missing, finding index value at centroid\n",
      "W - National HRU 14285 tiff empty, finding index value at centroid\n",
      "W - National HRU 14291 tiff empty, finding index value at centroid\n",
      "W - National HRU 14331 tiff missing, finding index value at centroid\n",
      "W - National HRU 14333 tiff empty, finding index value at centroid\n",
      "W - National HRU 14345 tiff empty, finding index value at centroid\n",
      "W - National HRU 14348 tiff empty, finding index value at centroid\n",
      "W - National HRU 14365 tiff missing, finding index value at centroid\n",
      "W - National HRU 14369 tiff empty, finding index value at centroid\n",
      "W - National HRU 14386 tiff empty, finding index value at centroid\n",
      "W - National HRU 14392 tiff empty, finding index value at centroid\n",
      "W - National HRU 14395 tiff empty, finding index value at centroid\n",
      "W - National HRU 14405 tiff missing, finding index value at centroid\n",
      "W - National HRU 14443 tiff empty, finding index value at centroid\n",
      "W - National HRU 14460 tiff missing, finding index value at centroid\n",
      "W - National HRU 14464 tiff empty, finding index value at centroid\n",
      "W - National HRU 14486 tiff empty, finding index value at centroid\n",
      "W - National HRU 14487 tiff empty, finding index value at centroid\n",
      "W - National HRU 14489 tiff empty, finding index value at centroid\n",
      "W - National HRU 14490 tiff empty, finding index value at centroid\n",
      "W - National HRU 14497 tiff empty, finding index value at centroid\n",
      "W - National HRU 14498 tiff missing, finding index value at centroid\n",
      "W - National HRU 14503 tiff missing, finding index value at centroid\n",
      "W - National HRU 14508 tiff empty, finding index value at centroid\n",
      "W - National HRU 14510 tiff missing, finding index value at centroid\n",
      "W - National HRU 14512 tiff empty, finding index value at centroid\n",
      "W - National HRU 14522 tiff empty, finding index value at centroid\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "W - National HRU 14600 tiff missing, finding index value at centroid\n",
      "W - National HRU 14609 tiff empty, finding index value at centroid\n",
      "W - National HRU 14675 tiff empty, finding index value at centroid\n",
      "W - National HRU 14678 tiff empty, finding index value at centroid\n",
      "W - National HRU 14701 tiff empty, finding index value at centroid\n",
      "W - National HRU 14718 tiff empty, finding index value at centroid\n",
      "W - National HRU 14810 tiff empty, finding index value at centroid\n",
      "W - National HRU 14811 tiff empty, finding index value at centroid\n",
      "W - National HRU 14950 tiff empty, finding index value at centroid\n",
      "W - National HRU 15172 tiff empty, finding index value at centroid\n",
      "W - National HRU 15184 tiff empty, finding index value at centroid\n",
      "W - National HRU 15186 tiff missing, finding index value at centroid\n",
      "W - National HRU 15190 tiff empty, finding index value at centroid\n",
      "W - National HRU 15218 tiff missing, finding index value at centroid\n",
      "W - National HRU 15238 tiff empty, finding index value at centroid\n",
      "W - National HRU 15251 tiff empty, finding index value at centroid\n",
      "W - National HRU 15263 tiff empty, finding index value at centroid\n",
      "W - National HRU 15265 tiff missing, finding index value at centroid\n",
      "W - National HRU 15295 tiff missing, finding index value at centroid\n",
      "W - National HRU 15299 tiff empty, finding index value at centroid\n",
      "W - National HRU 15301 tiff empty, finding index value at centroid\n",
      "W - National HRU 15309 tiff empty, finding index value at centroid\n",
      "W - National HRU 15360 tiff empty, finding index value at centroid\n",
      "W - National HRU 15364 tiff missing, finding index value at centroid\n",
      "W - National HRU 15396 tiff empty, finding index value at centroid\n",
      "W - National HRU 15415 tiff missing, finding index value at centroid\n",
      "W - National HRU 15418 tiff empty, finding index value at centroid\n",
      "W - National HRU 15419 tiff empty, finding index value at centroid\n",
      "W - National HRU 15443 tiff empty, finding index value at centroid\n",
      "W - National HRU 15448 tiff empty, finding index value at centroid\n",
      "W - National HRU 15451 tiff empty, finding index value at centroid\n",
      "W - National HRU 15456 tiff missing, finding index value at centroid\n",
      "W - National HRU 15463 tiff empty, finding index value at centroid\n",
      "W - National HRU 15475 tiff empty, finding index value at centroid\n",
      "W - National HRU 15484 tiff empty, finding index value at centroid\n",
      "W - National HRU 15492 tiff empty, finding index value at centroid\n",
      "W - National HRU 15510 tiff empty, finding index value at centroid\n",
      "W - National HRU 15555 tiff empty, finding index value at centroid\n",
      "W - National HRU 15586 tiff empty, finding index value at centroid\n",
      "W - National HRU 15604 tiff empty, finding index value at centroid\n",
      "W - National HRU 15609 tiff empty, finding index value at centroid\n",
      "W - National HRU 15611 tiff empty, finding index value at centroid\n",
      "W - National HRU 15616 tiff empty, finding index value at centroid\n",
      "W - National HRU 15626 tiff empty, finding index value at centroid\n",
      "W - National HRU 15631 tiff empty, finding index value at centroid\n",
      "W - National HRU 15634 tiff missing, finding index value at centroid\n",
      "W - National HRU 15640 tiff empty, finding index value at centroid\n",
      "W - National HRU 15642 tiff empty, finding index value at centroid\n",
      "W - National HRU 15646 tiff missing, finding index value at centroid\n",
      "W - National HRU 15657 tiff empty, finding index value at centroid\n",
      "W - National HRU 15658 tiff empty, finding index value at centroid\n",
      "W - National HRU 15661 tiff empty, finding index value at centroid\n",
      "W - National HRU 15669 tiff missing, finding index value at centroid\n",
      "W - National HRU 15679 tiff empty, finding index value at centroid\n",
      "W - National HRU 15734 tiff missing, finding index value at centroid\n",
      "W - National HRU 15779 tiff empty, finding index value at centroid\n",
      "W - National HRU 15796 tiff empty, finding index value at centroid\n",
      "W - National HRU 15798 tiff empty, finding index value at centroid\n",
      "W - National HRU 15806 tiff empty, finding index value at centroid\n",
      "W - National HRU 15819 tiff empty, finding index value at centroid\n",
      "W - National HRU 15826 tiff missing, finding index value at centroid\n",
      "W - National HRU 15831 tiff missing, finding index value at centroid\n",
      "W - National HRU 15841 tiff empty, finding index value at centroid\n",
      "W - National HRU 15853 tiff missing, finding index value at centroid\n",
      "W - National HRU 15865 tiff empty, finding index value at centroid\n",
      "W - National HRU 15866 tiff missing, finding index value at centroid\n",
      "W - National HRU 15894 tiff missing, finding index value at centroid\n",
      "W - National HRU 15925 tiff empty, finding index value at centroid\n",
      "W - National HRU 15946 tiff empty, finding index value at centroid\n",
      "W - National HRU 15967 tiff missing, finding index value at centroid\n",
      "W - National HRU 15983 tiff empty, finding index value at centroid\n",
      "W - National HRU 16035 tiff missing, finding index value at centroid\n",
      "W - National HRU 16046 tiff empty, finding index value at centroid\n",
      "W - National HRU 16056 tiff empty, finding index value at centroid\n",
      "W - National HRU 16057 tiff empty, finding index value at centroid\n",
      "W - National HRU 16068 tiff empty, finding index value at centroid\n",
      "W - National HRU 16071 tiff empty, finding index value at centroid\n",
      "W - National HRU 16072 tiff empty, finding index value at centroid\n",
      "W - National HRU 16073 tiff empty, finding index value at centroid\n",
      "W - National HRU 16108 tiff missing, finding index value at centroid\n",
      "W - National HRU 16125 tiff missing, finding index value at centroid\n",
      "W - National HRU 16140 tiff missing, finding index value at centroid\n",
      "W - National HRU 16144 tiff missing, finding index value at centroid\n",
      "W - National HRU 16161 tiff empty, finding index value at centroid\n",
      "W - National HRU 16169 tiff missing, finding index value at centroid\n",
      "W - National HRU 16174 tiff empty, finding index value at centroid\n",
      "W - National HRU 16184 tiff empty, finding index value at centroid\n",
      "W - National HRU 16191 tiff empty, finding index value at centroid\n",
      "W - National HRU 16192 tiff empty, finding index value at centroid\n",
      "W - National HRU 16193 tiff empty, finding index value at centroid\n",
      "W - National HRU 16219 tiff empty, finding index value at centroid\n",
      "W - National HRU 16239 tiff missing, finding index value at centroid\n",
      "W - National HRU 16245 tiff missing, finding index value at centroid\n",
      "W - National HRU 16297 tiff empty, finding index value at centroid\n",
      "W - National HRU 16300 tiff empty, finding index value at centroid\n",
      "W - National HRU 16301 tiff missing, finding index value at centroid\n",
      "W - National HRU 16307 tiff empty, finding index value at centroid\n",
      "W - National HRU 16319 tiff empty, finding index value at centroid\n",
      "W - National HRU 16353 tiff missing, finding index value at centroid\n",
      "W - National HRU 16362 tiff empty, finding index value at centroid\n",
      "W - National HRU 16365 tiff empty, finding index value at centroid\n",
      "W - National HRU 16366 tiff missing, finding index value at centroid\n",
      "W - National HRU 16385 tiff empty, finding index value at centroid\n",
      "W - National HRU 16398 tiff empty, finding index value at centroid\n",
      "W - National HRU 16486 tiff empty, finding index value at centroid\n",
      "W - National HRU 16490 tiff missing, finding index value at centroid\n",
      "W - National HRU 16624 tiff missing, finding index value at centroid\n",
      "W - National HRU 16770 tiff missing, finding index value at centroid\n",
      "W - National HRU 16783 tiff empty, finding index value at centroid\n",
      "W - National HRU 16786 tiff empty, finding index value at centroid\n",
      "W - National HRU 16788 tiff empty, finding index value at centroid\n",
      "W - National HRU 16800 tiff empty, finding index value at centroid\n",
      "W - National HRU 16801 tiff empty, finding index value at centroid\n",
      "W - National HRU 16807 tiff empty, finding index value at centroid\n",
      "W - National HRU 16816 tiff empty, finding index value at centroid\n",
      "W - National HRU 16817 tiff empty, finding index value at centroid\n",
      "W - National HRU 16818 tiff missing, finding index value at centroid\n",
      "W - National HRU 16821 tiff missing, finding index value at centroid\n",
      "W - National HRU 16822 tiff empty, finding index value at centroid\n",
      "W - National HRU 16877 tiff missing, finding index value at centroid\n",
      "W - National HRU 16921 tiff empty, finding index value at centroid\n",
      "W - National HRU 16939 tiff empty, finding index value at centroid\n",
      "W - National HRU 16971 tiff empty, finding index value at centroid\n",
      "W - National HRU 16981 tiff empty, finding index value at centroid\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "W - National HRU 16992 tiff empty, finding index value at centroid\n",
      "W - National HRU 17004 tiff empty, finding index value at centroid\n",
      "W - National HRU 17009 tiff empty, finding index value at centroid\n",
      "W - National HRU 17012 tiff empty, finding index value at centroid\n",
      "W - National HRU 17013 tiff empty, finding index value at centroid\n",
      "W - National HRU 17014 tiff empty, finding index value at centroid\n",
      "W - National HRU 17015 tiff empty, finding index value at centroid\n",
      "W - National HRU 17018 tiff empty, finding index value at centroid\n",
      "W - National HRU 17023 tiff missing, finding index value at centroid\n",
      "W - National HRU 17027 tiff empty, finding index value at centroid\n",
      "W - National HRU 17034 tiff empty, finding index value at centroid\n",
      "W - National HRU 17045 tiff empty, finding index value at centroid\n",
      "W - National HRU 17052 tiff empty, finding index value at centroid\n",
      "W - National HRU 17066 tiff missing, finding index value at centroid\n",
      "W - National HRU 17089 tiff missing, finding index value at centroid\n",
      "W - National HRU 17091 tiff empty, finding index value at centroid\n",
      "W - National HRU 17096 tiff empty, finding index value at centroid\n",
      "W - National HRU 17097 tiff missing, finding index value at centroid\n",
      "W - National HRU 17102 tiff empty, finding index value at centroid\n",
      "W - National HRU 17123 tiff missing, finding index value at centroid\n",
      "W - National HRU 17125 tiff missing, finding index value at centroid\n",
      "S - Writing contribution data to: ./data/NLDASv2_huc_03_cell_contrib.pcl\n",
      "S - 03 Complete!\n",
      "S - Starting Region: 04!\n",
      "S - Using input shapefile: ./data/nhrus/clean_AEA/nhru_04_clean.shp\n",
      "S - Using index raster: ./data/NLDASv2_idx_125.tiff\n",
      "W - National HRU 17207 tiff empty, finding index value at centroid\n",
      "W - National HRU 17229 tiff empty, finding index value at centroid\n",
      "W - National HRU 17296 tiff missing, finding index value at centroid\n",
      "W - National HRU 17297 tiff missing, finding index value at centroid\n",
      "W - National HRU 17298 tiff missing, finding index value at centroid\n",
      "W - National HRU 17305 tiff missing, finding index value at centroid\n",
      "W - National HRU 17318 tiff empty, finding index value at centroid\n",
      "W - National HRU 17320 tiff missing, finding index value at centroid\n",
      "W - National HRU 17327 tiff empty, finding index value at centroid\n",
      "W - National HRU 17331 tiff empty, finding index value at centroid\n",
      "W - National HRU 17346 tiff missing, finding index value at centroid\n",
      "W - National HRU 17356 tiff missing, finding index value at centroid\n",
      "W - National HRU 17359 tiff missing, finding index value at centroid\n",
      "W - National HRU 17360 tiff missing, finding index value at centroid\n",
      "W - National HRU 17368 tiff empty, finding index value at centroid\n",
      "W - National HRU 17369 tiff missing, finding index value at centroid\n",
      "W - National HRU 17383 tiff missing, finding index value at centroid\n",
      "W - National HRU 17387 tiff empty, finding index value at centroid\n",
      "W - National HRU 17402 tiff empty, finding index value at centroid\n",
      "W - National HRU 17436 tiff empty, finding index value at centroid\n",
      "W - National HRU 17437 tiff empty, finding index value at centroid\n",
      "W - National HRU 17447 tiff empty, finding index value at centroid\n",
      "W - National HRU 17468 tiff missing, finding index value at centroid\n",
      "W - National HRU 17490 tiff empty, finding index value at centroid\n",
      "W - National HRU 17491 tiff missing, finding index value at centroid\n",
      "W - National HRU 17494 tiff empty, finding index value at centroid\n",
      "W - National HRU 17495 tiff missing, finding index value at centroid\n",
      "W - National HRU 17507 tiff empty, finding index value at centroid\n",
      "W - National HRU 17508 tiff missing, finding index value at centroid\n",
      "W - National HRU 17513 tiff empty, finding index value at centroid\n",
      "W - National HRU 17517 tiff missing, finding index value at centroid\n",
      "W - National HRU 17518 tiff missing, finding index value at centroid\n",
      "W - National HRU 17521 tiff empty, finding index value at centroid\n",
      "W - National HRU 17524 tiff empty, finding index value at centroid\n",
      "W - National HRU 17526 tiff missing, finding index value at centroid\n",
      "W - National HRU 17536 tiff empty, finding index value at centroid\n",
      "W - National HRU 17547 tiff empty, finding index value at centroid\n",
      "W - National HRU 17548 tiff missing, finding index value at centroid\n",
      "W - National HRU 17549 tiff empty, finding index value at centroid\n",
      "W - National HRU 17556 tiff missing, finding index value at centroid\n",
      "W - National HRU 17558 tiff empty, finding index value at centroid\n",
      "W - National HRU 17562 tiff missing, finding index value at centroid\n",
      "W - National HRU 17571 tiff empty, finding index value at centroid\n",
      "W - National HRU 17576 tiff missing, finding index value at centroid\n",
      "W - National HRU 17583 tiff empty, finding index value at centroid\n",
      "W - National HRU 17587 tiff empty, finding index value at centroid\n",
      "W - National HRU 17589 tiff empty, finding index value at centroid\n",
      "W - National HRU 17591 tiff missing, finding index value at centroid\n",
      "W - National HRU 17595 tiff missing, finding index value at centroid\n",
      "W - National HRU 17596 tiff missing, finding index value at centroid\n",
      "W - National HRU 17597 tiff empty, finding index value at centroid\n",
      "W - National HRU 17598 tiff empty, finding index value at centroid\n",
      "W - National HRU 17599 tiff missing, finding index value at centroid\n",
      "W - National HRU 17606 tiff empty, finding index value at centroid\n",
      "W - National HRU 17608 tiff missing, finding index value at centroid\n",
      "W - National HRU 17609 tiff empty, finding index value at centroid\n",
      "W - National HRU 17610 tiff empty, finding index value at centroid\n",
      "W - National HRU 17615 tiff empty, finding index value at centroid\n",
      "W - National HRU 17616 tiff empty, finding index value at centroid\n",
      "W - National HRU 17618 tiff empty, finding index value at centroid\n",
      "W - National HRU 17620 tiff missing, finding index value at centroid\n",
      "W - National HRU 17622 tiff empty, finding index value at centroid\n",
      "W - National HRU 17629 tiff empty, finding index value at centroid\n",
      "W - National HRU 17636 tiff empty, finding index value at centroid\n",
      "W - National HRU 17659 tiff missing, finding index value at centroid\n",
      "W - National HRU 17702 tiff empty, finding index value at centroid\n",
      "W - National HRU 17707 tiff missing, finding index value at centroid\n",
      "W - National HRU 17719 tiff empty, finding index value at centroid\n",
      "W - National HRU 17726 tiff empty, finding index value at centroid\n",
      "W - National HRU 17732 tiff empty, finding index value at centroid\n",
      "W - National HRU 17739 tiff empty, finding index value at centroid\n",
      "W - National HRU 17743 tiff empty, finding index value at centroid\n",
      "W - National HRU 17755 tiff empty, finding index value at centroid\n",
      "W - National HRU 17804 tiff empty, finding index value at centroid\n",
      "W - National HRU 17821 tiff empty, finding index value at centroid\n",
      "W - National HRU 17830 tiff missing, finding index value at centroid\n",
      "W - National HRU 17855 tiff empty, finding index value at centroid\n",
      "W - National HRU 17874 tiff missing, finding index value at centroid\n",
      "W - National HRU 17875 tiff missing, finding index value at centroid\n",
      "W - National HRU 17876 tiff missing, finding index value at centroid\n",
      "W - National HRU 17883 tiff empty, finding index value at centroid\n",
      "W - National HRU 17889 tiff missing, finding index value at centroid\n",
      "W - National HRU 17890 tiff missing, finding index value at centroid\n",
      "W - National HRU 17915 tiff empty, finding index value at centroid\n",
      "W - National HRU 17916 tiff empty, finding index value at centroid\n",
      "W - National HRU 17933 tiff empty, finding index value at centroid\n",
      "W - National HRU 17936 tiff empty, finding index value at centroid\n",
      "W - National HRU 17951 tiff missing, finding index value at centroid\n",
      "W - National HRU 17952 tiff empty, finding index value at centroid\n",
      "W - National HRU 17954 tiff missing, finding index value at centroid\n",
      "W - National HRU 17956 tiff missing, finding index value at centroid\n",
      "W - National HRU 17957 tiff missing, finding index value at centroid\n",
      "W - National HRU 17958 tiff missing, finding index value at centroid\n",
      "W - National HRU 17959 tiff missing, finding index value at centroid\n",
      "W - National HRU 17960 tiff missing, finding index value at centroid\n",
      "W - National HRU 17961 tiff missing, finding index value at centroid\n",
      "W - National HRU 17986 tiff missing, finding index value at centroid\n",
      "W - National HRU 17990 tiff empty, finding index value at centroid\n",
      "W - National HRU 17994 tiff empty, finding index value at centroid\n",
      "W - National HRU 18014 tiff missing, finding index value at centroid\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "W - National HRU 18036 tiff empty, finding index value at centroid\n",
      "W - National HRU 18041 tiff empty, finding index value at centroid\n",
      "W - National HRU 18043 tiff empty, finding index value at centroid\n",
      "W - National HRU 18045 tiff empty, finding index value at centroid\n",
      "W - National HRU 18114 tiff empty, finding index value at centroid\n",
      "W - National HRU 18149 tiff empty, finding index value at centroid\n",
      "W - National HRU 18154 tiff empty, finding index value at centroid\n",
      "W - National HRU 18157 tiff empty, finding index value at centroid\n",
      "W - National HRU 18158 tiff missing, finding index value at centroid\n",
      "W - National HRU 18169 tiff empty, finding index value at centroid\n",
      "W - National HRU 18329 tiff empty, finding index value at centroid\n",
      "W - National HRU 18330 tiff empty, finding index value at centroid\n",
      "W - National HRU 18369 tiff missing, finding index value at centroid\n",
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      "W - National HRU 18472 tiff empty, finding index value at centroid\n",
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      "W - National HRU 18510 tiff missing, finding index value at centroid\n",
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      "W - National HRU 18622 tiff missing, finding index value at centroid\n",
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      "W - National HRU 18753 tiff empty, finding index value at centroid\n",
      "W - National HRU 18763 tiff empty, finding index value at centroid\n",
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      "W - National HRU 18772 tiff empty, finding index value at centroid\n",
      "W - National HRU 18888 tiff missing, finding index value at centroid\n",
      "W - National HRU 18973 tiff empty, finding index value at centroid\n",
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      "W - National HRU 18996 tiff missing, finding index value at centroid\n",
      "W - National HRU 19019 tiff empty, finding index value at centroid\n",
      "W - National HRU 19060 tiff empty, finding index value at centroid\n",
      "W - National HRU 19069 tiff empty, finding index value at centroid\n",
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      "W - National HRU 19093 tiff missing, finding index value at centroid\n",
      "W - National HRU 19098 tiff missing, finding index value at centroid\n",
      "W - National HRU 19118 tiff empty, finding index value at centroid\n",
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      "W - National HRU 19301 tiff empty, finding index value at centroid\n",
      "W - National HRU 19305 tiff empty, finding index value at centroid\n",
      "W - National HRU 19323 tiff missing, finding index value at centroid\n",
      "W - National HRU 19339 tiff empty, finding index value at centroid\n",
      "W - National HRU 19349 tiff empty, finding index value at centroid\n",
      "W - National HRU 19372 tiff empty, finding index value at centroid\n",
      "W - National HRU 19400 tiff empty, finding index value at centroid\n",
      "W - National HRU 19419 tiff empty, finding index value at centroid\n",
      "W - National HRU 19428 tiff empty, finding index value at centroid\n",
      "W - National HRU 19437 tiff empty, finding index value at centroid\n",
      "W - National HRU 19447 tiff missing, finding index value at centroid\n",
      "W - National HRU 19460 tiff empty, finding index value at centroid\n",
      "W - National HRU 19461 tiff empty, finding index value at centroid\n",
      "W - National HRU 19467 tiff missing, finding index value at centroid\n",
      "W - National HRU 19486 tiff empty, finding index value at centroid\n",
      "W - National HRU 19490 tiff empty, finding index value at centroid\n",
      "W - National HRU 19498 tiff missing, finding index value at centroid\n",
      "W - National HRU 19510 tiff missing, finding index value at centroid\n",
      "W - National HRU 19513 tiff missing, finding index value at centroid\n",
      "W - National HRU 19541 tiff empty, finding index value at centroid\n",
      "W - National HRU 19548 tiff missing, finding index value at centroid\n",
      "W - National HRU 19554 tiff empty, finding index value at centroid\n",
      "W - National HRU 19556 tiff empty, finding index value at centroid\n",
      "W - National HRU 19557 tiff empty, finding index value at centroid\n",
      "W - National HRU 19566 tiff empty, finding index value at centroid\n",
      "W - National HRU 19580 tiff empty, finding index value at centroid\n",
      "W - National HRU 19584 tiff empty, finding index value at centroid\n",
      "W - National HRU 19585 tiff missing, finding index value at centroid\n",
      "W - National HRU 19617 tiff empty, finding index value at centroid\n",
      "W - National HRU 19623 tiff empty, finding index value at centroid\n",
      "W - National HRU 19629 tiff empty, finding index value at centroid\n",
      "W - National HRU 19630 tiff empty, finding index value at centroid\n",
      "W - National HRU 19632 tiff missing, finding index value at centroid\n",
      "W - National HRU 19633 tiff missing, finding index value at centroid\n",
      "W - National HRU 19636 tiff missing, finding index value at centroid\n",
      "W - National HRU 19712 tiff empty, finding index value at centroid\n",
      "W - National HRU 19731 tiff missing, finding index value at centroid\n",
      "W - National HRU 19734 tiff empty, finding index value at centroid\n",
      "W - National HRU 19749 tiff empty, finding index value at centroid\n",
      "W - National HRU 19758 tiff empty, finding index value at centroid\n",
      "W - National HRU 19775 tiff empty, finding index value at centroid\n",
      "W - National HRU 19784 tiff empty, finding index value at centroid\n",
      "W - National HRU 19789 tiff empty, finding index value at centroid\n",
      "W - National HRU 19804 tiff missing, finding index value at centroid\n",
      "W - National HRU 19860 tiff empty, finding index value at centroid\n",
      "W - National HRU 19876 tiff empty, finding index value at centroid\n",
      "W - National HRU 19918 tiff empty, finding index value at centroid\n",
      "W - National HRU 19941 tiff missing, finding index value at centroid\n",
      "W - National HRU 19942 tiff missing, finding index value at centroid\n",
      "W - National HRU 19943 tiff missing, finding index value at centroid\n",
      "W - National HRU 19944 tiff missing, finding index value at centroid\n",
      "W - National HRU 19948 tiff empty, finding index value at centroid\n",
      "W - National HRU 19956 tiff empty, finding index value at centroid\n",
      "W - National HRU 19957 tiff empty, finding index value at centroid\n",
      "W - National HRU 19982 tiff empty, finding index value at centroid\n",
      "W - National HRU 19983 tiff missing, finding index value at centroid\n",
      "W - National HRU 19984 tiff empty, finding index value at centroid\n",
      "W - National HRU 20009 tiff empty, finding index value at centroid\n",
      "W - National HRU 20027 tiff empty, finding index value at centroid\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "W - National HRU 20064 tiff missing, finding index value at centroid\n",
      "W - National HRU 20066 tiff empty, finding index value at centroid\n",
      "W - National HRU 20098 tiff missing, finding index value at centroid\n",
      "W - National HRU 20100 tiff empty, finding index value at centroid\n",
      "W - National HRU 20102 tiff missing, finding index value at centroid\n",
      "W - National HRU 20145 tiff empty, finding index value at centroid\n",
      "W - National HRU 20153 tiff empty, finding index value at centroid\n",
      "W - National HRU 20157 tiff empty, finding index value at centroid\n",
      "W - National HRU 20169 tiff missing, finding index value at centroid\n",
      "W - National HRU 20171 tiff empty, finding index value at centroid\n",
      "W - National HRU 20175 tiff empty, finding index value at centroid\n",
      "W - National HRU 20239 tiff missing, finding index value at centroid\n",
      "W - National HRU 20444 tiff missing, finding index value at centroid\n",
      "W - National HRU 20457 tiff missing, finding index value at centroid\n",
      "W - National HRU 20491 tiff empty, finding index value at centroid\n",
      "W - National HRU 20564 tiff empty, finding index value at centroid\n",
      "W - National HRU 20605 tiff missing, finding index value at centroid\n",
      "W - National HRU 20628 tiff empty, finding index value at centroid\n",
      "W - National HRU 20689 tiff missing, finding index value at centroid\n",
      "W - National HRU 20707 tiff empty, finding index value at centroid\n",
      "W - National HRU 20736 tiff empty, finding index value at centroid\n",
      "W - National HRU 20744 tiff empty, finding index value at centroid\n",
      "W - National HRU 20752 tiff missing, finding index value at centroid\n",
      "W - National HRU 20858 tiff empty, finding index value at centroid\n",
      "W - National HRU 20866 tiff empty, finding index value at centroid\n",
      "W - National HRU 20873 tiff empty, finding index value at centroid\n",
      "W - National HRU 20906 tiff missing, finding index value at centroid\n",
      "W - National HRU 20908 tiff empty, finding index value at centroid\n",
      "W - National HRU 20916 tiff empty, finding index value at centroid\n",
      "W - National HRU 20922 tiff empty, finding index value at centroid\n",
      "W - National HRU 20924 tiff empty, finding index value at centroid\n",
      "W - National HRU 20935 tiff missing, finding index value at centroid\n",
      "W - National HRU 20941 tiff empty, finding index value at centroid\n",
      "W - National HRU 20979 tiff empty, finding index value at centroid\n",
      "W - National HRU 20987 tiff missing, finding index value at centroid\n",
      "W - National HRU 20994 tiff empty, finding index value at centroid\n",
      "W - National HRU 20996 tiff missing, finding index value at centroid\n",
      "W - National HRU 21008 tiff empty, finding index value at centroid\n",
      "W - National HRU 21024 tiff missing, finding index value at centroid\n",
      "W - National HRU 21036 tiff missing, finding index value at centroid\n",
      "W - National HRU 21039 tiff missing, finding index value at centroid\n",
      "W - National HRU 21097 tiff empty, finding index value at centroid\n",
      "W - National HRU 21112 tiff empty, finding index value at centroid\n",
      "W - National HRU 21118 tiff empty, finding index value at centroid\n",
      "W - National HRU 21131 tiff empty, finding index value at centroid\n",
      "W - National HRU 21181 tiff empty, finding index value at centroid\n",
      "W - National HRU 21195 tiff missing, finding index value at centroid\n",
      "W - National HRU 21199 tiff missing, finding index value at centroid\n",
      "W - National HRU 21226 tiff empty, finding index value at centroid\n",
      "W - National HRU 21250 tiff empty, finding index value at centroid\n",
      "W - National HRU 21254 tiff empty, finding index value at centroid\n",
      "W - National HRU 21256 tiff empty, finding index value at centroid\n",
      "W - National HRU 21278 tiff empty, finding index value at centroid\n",
      "W - National HRU 21280 tiff missing, finding index value at centroid\n",
      "W - National HRU 21285 tiff missing, finding index value at centroid\n",
      "W - National HRU 21320 tiff empty, finding index value at centroid\n",
      "W - National HRU 21322 tiff missing, finding index value at centroid\n",
      "W - National HRU 21363 tiff empty, finding index value at centroid\n",
      "W - National HRU 21364 tiff missing, finding index value at centroid\n",
      "W - National HRU 21371 tiff empty, finding index value at centroid\n",
      "W - National HRU 21376 tiff empty, finding index value at centroid\n",
      "W - National HRU 21393 tiff empty, finding index value at centroid\n",
      "W - National HRU 21434 tiff empty, finding index value at centroid\n",
      "W - National HRU 21438 tiff empty, finding index value at centroid\n",
      "W - National HRU 21452 tiff empty, finding index value at centroid\n",
      "W - National HRU 21480 tiff empty, finding index value at centroid\n",
      "W - National HRU 21524 tiff empty, finding index value at centroid\n",
      "W - National HRU 21529 tiff empty, finding index value at centroid\n",
      "W - National HRU 21545 tiff empty, finding index value at centroid\n",
      "W - National HRU 21554 tiff empty, finding index value at centroid\n",
      "W - National HRU 21583 tiff empty, finding index value at centroid\n",
      "W - National HRU 21620 tiff empty, finding index value at centroid\n",
      "W - National HRU 21629 tiff empty, finding index value at centroid\n",
      "W - National HRU 21645 tiff missing, finding index value at centroid\n",
      "W - National HRU 21660 tiff empty, finding index value at centroid\n",
      "W - National HRU 21666 tiff empty, finding index value at centroid\n",
      "W - National HRU 21684 tiff empty, finding index value at centroid\n",
      "W - National HRU 21727 tiff missing, finding index value at centroid\n",
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      "W - National HRU 21794 tiff empty, finding index value at centroid\n",
      "W - National HRU 21799 tiff missing, finding index value at centroid\n",
      "W - National HRU 21818 tiff empty, finding index value at centroid\n",
      "W - National HRU 21821 tiff missing, finding index value at centroid\n",
      "W - National HRU 21830 tiff empty, finding index value at centroid\n",
      "W - National HRU 21861 tiff empty, finding index value at centroid\n",
      "W - National HRU 21868 tiff empty, finding index value at centroid\n",
      "W - National HRU 21876 tiff missing, finding index value at centroid\n",
      "W - National HRU 21892 tiff missing, finding index value at centroid\n",
      "W - National HRU 21895 tiff empty, finding index value at centroid\n",
      "W - National HRU 21919 tiff empty, finding index value at centroid\n",
      "W - National HRU 21985 tiff missing, finding index value at centroid\n",
      "W - National HRU 21990 tiff empty, finding index value at centroid\n",
      "W - National HRU 22073 tiff empty, finding index value at centroid\n",
      "W - National HRU 22097 tiff empty, finding index value at centroid\n",
      "W - National HRU 22110 tiff missing, finding index value at centroid\n",
      "W - National HRU 22147 tiff empty, finding index value at centroid\n",
      "W - National HRU 22151 tiff empty, finding index value at centroid\n",
      "W - National HRU 22153 tiff empty, finding index value at centroid\n",
      "W - National HRU 22157 tiff empty, finding index value at centroid\n",
      "W - National HRU 22159 tiff missing, finding index value at centroid\n",
      "W - National HRU 22166 tiff missing, finding index value at centroid\n",
      "W - National HRU 22219 tiff missing, finding index value at centroid\n",
      "W - National HRU 22232 tiff missing, finding index value at centroid\n",
      "W - National HRU 22242 tiff missing, finding index value at centroid\n",
      "W - National HRU 22256 tiff missing, finding index value at centroid\n",
      "W - National HRU 22280 tiff empty, finding index value at centroid\n",
      "W - National HRU 22307 tiff missing, finding index value at centroid\n",
      "W - National HRU 22348 tiff empty, finding index value at centroid\n",
      "W - National HRU 22352 tiff missing, finding index value at centroid\n",
      "W - National HRU 22381 tiff empty, finding index value at centroid\n",
      "W - National HRU 22389 tiff empty, finding index value at centroid\n",
      "W - National HRU 22390 tiff empty, finding index value at centroid\n",
      "W - National HRU 22406 tiff empty, finding index value at centroid\n",
      "W - National HRU 22424 tiff missing, finding index value at centroid\n",
      "W - National HRU 22433 tiff empty, finding index value at centroid\n",
      "W - National HRU 22450 tiff empty, finding index value at centroid\n",
      "W - National HRU 22477 tiff empty, finding index value at centroid\n",
      "W - National HRU 22501 tiff missing, finding index value at centroid\n",
      "W - National HRU 22507 tiff empty, finding index value at centroid\n",
      "W - National HRU 22576 tiff empty, finding index value at centroid\n",
      "W - National HRU 22587 tiff empty, finding index value at centroid\n",
      "W - National HRU 22601 tiff missing, finding index value at centroid\n",
      "W - National HRU 22616 tiff empty, finding index value at centroid\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "W - National HRU 22633 tiff missing, finding index value at centroid\n",
      "W - National HRU 22715 tiff empty, finding index value at centroid\n",
      "W - National HRU 22718 tiff empty, finding index value at centroid\n",
      "W - National HRU 22719 tiff missing, finding index value at centroid\n",
      "W - National HRU 22730 tiff empty, finding index value at centroid\n",
      "W - National HRU 22733 tiff empty, finding index value at centroid\n",
      "W - National HRU 22746 tiff empty, finding index value at centroid\n",
      "W - National HRU 22760 tiff empty, finding index value at centroid\n",
      "W - National HRU 22806 tiff missing, finding index value at centroid\n",
      "W - National HRU 22807 tiff missing, finding index value at centroid\n",
      "W - National HRU 22979 tiff missing, finding index value at centroid\n",
      "W - National HRU 23018 tiff missing, finding index value at centroid\n",
      "W - National HRU 23054 tiff missing, finding index value at centroid\n",
      "S - Writing contribution data to: ./data/NLDASv2_huc_04_cell_contrib.pcl\n",
      "S - 04 Complete!\n",
      "S - Starting Region: 05!\n",
      "S - Using input shapefile: ./data/nhrus/clean_AEA/nhru_05_clean.shp\n",
      "S - Using index raster: ./data/NLDASv2_idx_125.tiff\n",
      "W - National HRU 23150 tiff empty, finding index value at centroid\n",
      "W - National HRU 23154 tiff empty, finding index value at centroid\n",
      "W - National HRU 23155 tiff empty, finding index value at centroid\n",
      "W - National HRU 23178 tiff empty, finding index value at centroid\n",
      "W - National HRU 23188 tiff missing, finding index value at centroid\n",
      "W - National HRU 23193 tiff missing, finding index value at centroid\n",
      "W - National HRU 23194 tiff empty, finding index value at centroid\n",
      "W - National HRU 23216 tiff empty, finding index value at centroid\n",
      "W - National HRU 23226 tiff empty, finding index value at centroid\n",
      "W - National HRU 23267 tiff empty, finding index value at centroid\n",
      "W - National HRU 23278 tiff missing, finding index value at centroid\n",
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      "W - National HRU 23330 tiff missing, finding index value at centroid\n",
      "W - National HRU 23333 tiff empty, finding index value at centroid\n",
      "W - National HRU 23339 tiff empty, finding index value at centroid\n",
      "W - National HRU 23367 tiff missing, finding index value at centroid\n",
      "W - National HRU 23390 tiff empty, finding index value at centroid\n",
      "W - National HRU 23414 tiff empty, finding index value at centroid\n",
      "W - National HRU 23460 tiff empty, finding index value at centroid\n",
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      "W - National HRU 23523 tiff empty, finding index value at centroid\n",
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      "W - National HRU 23558 tiff missing, finding index value at centroid\n",
      "W - National HRU 23572 tiff missing, finding index value at centroid\n",
      "W - National HRU 23575 tiff empty, finding index value at centroid\n",
      "W - National HRU 23598 tiff missing, finding index value at centroid\n",
      "W - National HRU 23600 tiff empty, finding index value at centroid\n",
      "W - National HRU 23604 tiff empty, finding index value at centroid\n",
      "W - National HRU 23605 tiff empty, finding index value at centroid\n",
      "W - National HRU 23607 tiff empty, finding index value at centroid\n",
      "W - National HRU 23619 tiff missing, finding index value at centroid\n",
      "W - National HRU 23672 tiff empty, finding index value at centroid\n",
      "W - National HRU 23687 tiff empty, finding index value at centroid\n",
      "W - National HRU 23758 tiff empty, finding index value at centroid\n",
      "W - National HRU 23826 tiff missing, finding index value at centroid\n",
      "W - National HRU 23834 tiff empty, finding index value at centroid\n",
      "W - National HRU 23844 tiff empty, finding index value at centroid\n",
      "W - National HRU 23883 tiff empty, finding index value at centroid\n",
      "W - National HRU 23887 tiff empty, finding index value at centroid\n",
      "W - National HRU 23972 tiff empty, finding index value at centroid\n",
      "W - National HRU 23992 tiff missing, finding index value at centroid\n",
      "W - National HRU 23994 tiff empty, finding index value at centroid\n",
      "W - National HRU 24002 tiff empty, finding index value at centroid\n",
      "W - National HRU 24015 tiff missing, finding index value at centroid\n",
      "W - National HRU 24027 tiff missing, finding index value at centroid\n",
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      "W - National HRU 24115 tiff missing, finding index value at centroid\n",
      "W - National HRU 24120 tiff empty, finding index value at centroid\n",
      "W - National HRU 24350 tiff empty, finding index value at centroid\n",
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      "W - National HRU 24389 tiff missing, finding index value at centroid\n",
      "W - National HRU 24501 tiff empty, finding index value at centroid\n",
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      "W - National HRU 24594 tiff missing, finding index value at centroid\n",
      "W - National HRU 24598 tiff empty, finding index value at centroid\n",
      "W - National HRU 24606 tiff missing, finding index value at centroid\n",
      "W - National HRU 24618 tiff empty, finding index value at centroid\n",
      "W - National HRU 24634 tiff empty, finding index value at centroid\n",
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      "W - National HRU 24652 tiff empty, finding index value at centroid\n",
      "W - National HRU 24658 tiff missing, finding index value at centroid\n",
      "W - National HRU 24670 tiff empty, finding index value at centroid\n",
      "W - National HRU 24674 tiff missing, finding index value at centroid\n",
      "W - National HRU 24715 tiff empty, finding index value at centroid\n",
      "W - National HRU 24799 tiff missing, finding index value at centroid\n",
      "W - National HRU 24804 tiff missing, finding index value at centroid\n",
      "W - National HRU 24812 tiff empty, finding index value at centroid\n",
      "W - National HRU 24821 tiff empty, finding index value at centroid\n",
      "W - National HRU 24827 tiff missing, finding index value at centroid\n",
      "W - National HRU 24832 tiff empty, finding index value at centroid\n",
      "W - National HRU 24841 tiff empty, finding index value at centroid\n",
      "W - National HRU 24847 tiff missing, finding index value at centroid\n",
      "W - National HRU 24858 tiff missing, finding index value at centroid\n",
      "W - National HRU 24861 tiff empty, finding index value at centroid\n",
      "W - National HRU 24863 tiff empty, finding index value at centroid\n",
      "W - National HRU 24876 tiff empty, finding index value at centroid\n",
      "W - National HRU 24879 tiff missing, finding index value at centroid\n",
      "W - National HRU 24892 tiff empty, finding index value at centroid\n",
      "W - National HRU 24899 tiff empty, finding index value at centroid\n",
      "W - National HRU 24915 tiff empty, finding index value at centroid\n",
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      "W - National HRU 25183 tiff missing, finding index value at centroid\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "W - National HRU 25226 tiff missing, finding index value at centroid\n",
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      "W - National HRU 28323 tiff missing, finding index value at centroid\n",
      "W - National HRU 28392 tiff empty, finding index value at centroid\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "W - National HRU 28447 tiff empty, finding index value at centroid\n",
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      "W - National HRU 30269 tiff empty, finding index value at centroid\n",
      "W - National HRU 30286 tiff missing, finding index value at centroid\n",
      "S - Writing contribution data to: ./data/NLDASv2_huc_05_cell_contrib.pcl\n",
      "S - 05 Complete!\n",
      "S - Starting Region: 06!\n",
      "S - Using input shapefile: ./data/nhrus/clean_AEA/nhru_06_clean.shp\n",
      "S - Using index raster: ./data/NLDASv2_idx_125.tiff\n",
      "W - National HRU 30329 tiff empty, finding index value at centroid\n",
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      "W - National HRU 30900 tiff empty, finding index value at centroid\n",
      "W - National HRU 30908 tiff empty, finding index value at centroid\n",
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      "W - National HRU 30918 tiff empty, finding index value at centroid\n",
      "W - National HRU 30929 tiff empty, finding index value at centroid\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "W - National HRU 30934 tiff missing, finding index value at centroid\n",
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      "W - National HRU 31569 tiff empty, finding index value at centroid\n",
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      "W - National HRU 31690 tiff missing, finding index value at centroid\n",
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      "W - National HRU 31751 tiff empty, finding index value at centroid\n",
      "W - National HRU 31761 tiff empty, finding index value at centroid\n",
      "W - National HRU 31787 tiff empty, finding index value at centroid\n",
      "W - National HRU 31789 tiff empty, finding index value at centroid\n",
      "W - National HRU 31806 tiff missing, finding index value at centroid\n",
      "W - National HRU 31808 tiff missing, finding index value at centroid\n",
      "W - National HRU 31811 tiff empty, finding index value at centroid\n",
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      "W - National HRU 31893 tiff empty, finding index value at centroid\n",
      "W - National HRU 31913 tiff empty, finding index value at centroid\n",
      "W - National HRU 31918 tiff empty, finding index value at centroid\n",
      "W - National HRU 31931 tiff missing, finding index value at centroid\n",
      "W - National HRU 31939 tiff empty, finding index value at centroid\n",
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      "W - National HRU 31960 tiff empty, finding index value at centroid\n",
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      "W - National HRU 31965 tiff empty, finding index value at centroid\n",
      "W - National HRU 31977 tiff missing, finding index value at centroid\n",
      "W - National HRU 31979 tiff empty, finding index value at centroid\n",
      "W - National HRU 31989 tiff empty, finding index value at centroid\n",
      "W - National HRU 31998 tiff empty, finding index value at centroid\n",
      "W - National HRU 32010 tiff empty, finding index value at centroid\n",
      "W - National HRU 32012 tiff missing, finding index value at centroid\n",
      "W - National HRU 32016 tiff empty, finding index value at centroid\n",
      "W - National HRU 32020 tiff empty, finding index value at centroid\n",
      "W - National HRU 32227 tiff empty, finding index value at centroid\n",
      "W - National HRU 32355 tiff missing, finding index value at centroid\n",
      "W - National HRU 32490 tiff empty, finding index value at centroid\n",
      "W - National HRU 32565 tiff empty, finding index value at centroid\n",
      "W - National HRU 32603 tiff missing, finding index value at centroid\n",
      "S - Writing contribution data to: ./data/NLDASv2_huc_06_cell_contrib.pcl\n",
      "S - 06 Complete!\n",
      "S - Starting Region: 07!\n",
      "S - Using input shapefile: ./data/nhrus/clean_AEA/nhru_07_clean.shp\n",
      "S - Using index raster: ./data/NLDASv2_idx_125.tiff\n",
      "W - National HRU 32610 tiff empty, finding index value at centroid\n",
      "W - National HRU 32614 tiff missing, finding index value at centroid\n",
      "W - National HRU 32617 tiff empty, finding index value at centroid\n",
      "W - National HRU 32631 tiff empty, finding index value at centroid\n",
      "W - National HRU 32637 tiff empty, finding index value at centroid\n",
      "W - National HRU 32639 tiff empty, finding index value at centroid\n",
      "W - National HRU 32653 tiff missing, finding index value at centroid\n",
      "W - National HRU 32654 tiff missing, finding index value at centroid\n",
      "W - National HRU 32661 tiff empty, finding index value at centroid\n",
      "W - National HRU 32688 tiff empty, finding index value at centroid\n",
      "W - National HRU 32702 tiff missing, finding index value at centroid\n",
      "W - National HRU 32705 tiff empty, finding index value at centroid\n",
      "W - National HRU 32714 tiff missing, finding index value at centroid\n",
      "W - National HRU 32717 tiff empty, finding index value at centroid\n",
      "W - National HRU 32732 tiff missing, finding index value at centroid\n",
      "W - National HRU 32741 tiff empty, finding index value at centroid\n",
      "W - National HRU 32773 tiff empty, finding index value at centroid\n",
      "W - National HRU 32776 tiff empty, finding index value at centroid\n",
      "W - National HRU 32777 tiff missing, finding index value at centroid\n",
      "W - National HRU 32779 tiff missing, finding index value at centroid\n",
      "W - National HRU 32781 tiff missing, finding index value at centroid\n",
      "W - National HRU 32790 tiff empty, finding index value at centroid\n",
      "W - National HRU 32826 tiff empty, finding index value at centroid\n",
      "W - National HRU 32827 tiff empty, finding index value at centroid\n",
      "W - National HRU 32857 tiff empty, finding index value at centroid\n",
      "W - National HRU 32861 tiff missing, finding index value at centroid\n",
      "W - National HRU 32865 tiff missing, finding index value at centroid\n",
      "W - National HRU 32866 tiff empty, finding index value at centroid\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "W - National HRU 32886 tiff empty, finding index value at centroid\n",
      "W - National HRU 32892 tiff empty, finding index value at centroid\n",
      "W - National HRU 32928 tiff missing, finding index value at centroid\n",
      "W - National HRU 32938 tiff empty, finding index value at centroid\n",
      "W - National HRU 32947 tiff empty, finding index value at centroid\n",
      "W - National HRU 32955 tiff missing, finding index value at centroid\n",
      "W - National HRU 32992 tiff missing, finding index value at centroid\n",
      "W - National HRU 33000 tiff empty, finding index value at centroid\n",
      "W - National HRU 33003 tiff missing, finding index value at centroid\n",
      "W - National HRU 33004 tiff empty, finding index value at centroid\n",
      "W - National HRU 33008 tiff missing, finding index value at centroid\n",
      "W - National HRU 33015 tiff missing, finding index value at centroid\n",
      "W - National HRU 33019 tiff missing, finding index value at centroid\n",
      "W - National HRU 33026 tiff missing, finding index value at centroid\n",
      "W - National HRU 33070 tiff empty, finding index value at centroid\n",
      "W - National HRU 33073 tiff missing, finding index value at centroid\n",
      "W - National HRU 33083 tiff empty, finding index value at centroid\n",
      "W - National HRU 33089 tiff missing, finding index value at centroid\n",
      "W - National HRU 33093 tiff empty, finding index value at centroid\n",
      "W - National HRU 33097 tiff missing, finding index value at centroid\n",
      "W - National HRU 33104 tiff empty, finding index value at centroid\n",
      "W - National HRU 33106 tiff empty, finding index value at centroid\n",
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      "W - National HRU 33139 tiff empty, finding index value at centroid\n",
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      "W - National HRU 33164 tiff empty, finding index value at centroid\n",
      "W - National HRU 33168 tiff empty, finding index value at centroid\n",
      "W - National HRU 33180 tiff empty, finding index value at centroid\n",
      "W - National HRU 33188 tiff empty, finding index value at centroid\n",
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      "W - National HRU 33272 tiff empty, finding index value at centroid\n",
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      "W - National HRU 33293 tiff empty, finding index value at centroid\n",
      "W - National HRU 33307 tiff empty, finding index value at centroid\n",
      "W - National HRU 33308 tiff empty, finding index value at centroid\n",
      "W - National HRU 33309 tiff missing, finding index value at centroid\n",
      "W - National HRU 33310 tiff empty, finding index value at centroid\n",
      "W - National HRU 33318 tiff empty, finding index value at centroid\n",
      "W - National HRU 33334 tiff empty, finding index value at centroid\n",
      "W - National HRU 33357 tiff missing, finding index value at centroid\n",
      "W - National HRU 33385 tiff missing, finding index value at centroid\n",
      "W - National HRU 33393 tiff empty, finding index value at centroid\n",
      "W - National HRU 33397 tiff missing, finding index value at centroid\n",
      "W - National HRU 33401 tiff empty, finding index value at centroid\n",
      "W - National HRU 33407 tiff empty, finding index value at centroid\n",
      "W - National HRU 33409 tiff empty, finding index value at centroid\n",
      "W - National HRU 33425 tiff missing, finding index value at centroid\n",
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      "W - National HRU 33448 tiff missing, finding index value at centroid\n",
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      "W - National HRU 33471 tiff missing, finding index value at centroid\n",
      "W - National HRU 33482 tiff missing, finding index value at centroid\n",
      "W - National HRU 33498 tiff empty, finding index value at centroid\n",
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      "W - National HRU 33522 tiff empty, finding index value at centroid\n",
      "W - National HRU 33526 tiff empty, finding index value at centroid\n",
      "W - National HRU 33528 tiff empty, finding index value at centroid\n",
      "W - National HRU 33532 tiff empty, finding index value at centroid\n",
      "W - National HRU 33533 tiff empty, finding index value at centroid\n",
      "W - National HRU 33534 tiff missing, finding index value at centroid\n",
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      "W - National HRU 33554 tiff empty, finding index value at centroid\n",
      "W - National HRU 33558 tiff empty, finding index value at centroid\n",
      "W - National HRU 33581 tiff empty, finding index value at centroid\n",
      "W - National HRU 33592 tiff empty, finding index value at centroid\n",
      "W - National HRU 33596 tiff empty, finding index value at centroid\n",
      "W - National HRU 33597 tiff missing, finding index value at centroid\n",
      "W - National HRU 33626 tiff empty, finding index value at centroid\n",
      "W - National HRU 33630 tiff empty, finding index value at centroid\n",
      "W - National HRU 33636 tiff missing, finding index value at centroid\n",
      "W - National HRU 33642 tiff empty, finding index value at centroid\n",
      "W - National HRU 33695 tiff empty, finding index value at centroid\n",
      "W - National HRU 33710 tiff missing, finding index value at centroid\n",
      "W - National HRU 33714 tiff empty, finding index value at centroid\n",
      "W - National HRU 33720 tiff empty, finding index value at centroid\n",
      "W - National HRU 33723 tiff empty, finding index value at centroid\n",
      "W - National HRU 33738 tiff empty, finding index value at centroid\n",
      "W - National HRU 33783 tiff missing, finding index value at centroid\n",
      "W - National HRU 33787 tiff missing, finding index value at centroid\n",
      "W - National HRU 33788 tiff missing, finding index value at centroid\n",
      "W - National HRU 33789 tiff empty, finding index value at centroid\n",
      "W - National HRU 33794 tiff empty, finding index value at centroid\n",
      "W - National HRU 33799 tiff empty, finding index value at centroid\n",
      "W - National HRU 33803 tiff missing, finding index value at centroid\n",
      "W - National HRU 33817 tiff empty, finding index value at centroid\n",
      "W - National HRU 33818 tiff empty, finding index value at centroid\n",
      "W - National HRU 33821 tiff missing, finding index value at centroid\n",
      "W - National HRU 33824 tiff missing, finding index value at centroid\n",
      "W - National HRU 33836 tiff empty, finding index value at centroid\n",
      "W - National HRU 33837 tiff missing, finding index value at centroid\n",
      "W - National HRU 33845 tiff missing, finding index value at centroid\n",
      "W - National HRU 33850 tiff empty, finding index value at centroid\n",
      "W - National HRU 33856 tiff missing, finding index value at centroid\n",
      "W - National HRU 33857 tiff missing, finding index value at centroid\n",
      "W - National HRU 33883 tiff empty, finding index value at centroid\n",
      "W - National HRU 33888 tiff empty, finding index value at centroid\n",
      "W - National HRU 33889 tiff missing, finding index value at centroid\n",
      "W - National HRU 33907 tiff missing, finding index value at centroid\n",
      "W - National HRU 33919 tiff missing, finding index value at centroid\n",
      "W - National HRU 33923 tiff empty, finding index value at centroid\n",
      "W - National HRU 33929 tiff missing, finding index value at centroid\n",
      "W - National HRU 33934 tiff missing, finding index value at centroid\n",
      "W - National HRU 33939 tiff empty, finding index value at centroid\n",
      "W - National HRU 33944 tiff empty, finding index value at centroid\n",
      "W - National HRU 33947 tiff missing, finding index value at centroid\n",
      "W - National HRU 33961 tiff missing, finding index value at centroid\n",
      "W - National HRU 33980 tiff missing, finding index value at centroid\n",
      "W - National HRU 33998 tiff empty, finding index value at centroid\n",
      "W - National HRU 34006 tiff empty, finding index value at centroid\n",
      "W - National HRU 34007 tiff empty, finding index value at centroid\n",
      "W - National HRU 34011 tiff empty, finding index value at centroid\n",
      "W - National HRU 34020 tiff empty, finding index value at centroid\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "W - National HRU 34042 tiff empty, finding index value at centroid\n",
      "W - National HRU 34043 tiff empty, finding index value at centroid\n",
      "W - National HRU 34047 tiff empty, finding index value at centroid\n",
      "W - National HRU 34068 tiff empty, finding index value at centroid\n",
      "W - National HRU 34111 tiff missing, finding index value at centroid\n",
      "W - National HRU 34126 tiff empty, finding index value at centroid\n",
      "W - National HRU 34130 tiff empty, finding index value at centroid\n",
      "W - National HRU 34134 tiff empty, finding index value at centroid\n",
      "W - National HRU 34135 tiff missing, finding index value at centroid\n",
      "W - National HRU 34137 tiff empty, finding index value at centroid\n",
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      "W - National HRU 34141 tiff missing, finding index value at centroid\n",
      "W - National HRU 34143 tiff missing, finding index value at centroid\n",
      "W - National HRU 34166 tiff empty, finding index value at centroid\n",
      "W - National HRU 34171 tiff empty, finding index value at centroid\n",
      "W - National HRU 34197 tiff missing, finding index value at centroid\n",
      "W - National HRU 34201 tiff empty, finding index value at centroid\n",
      "W - National HRU 34224 tiff empty, finding index value at centroid\n",
      "W - National HRU 34277 tiff missing, finding index value at centroid\n",
      "W - National HRU 34290 tiff empty, finding index value at centroid\n",
      "W - National HRU 34317 tiff empty, finding index value at centroid\n",
      "W - National HRU 34377 tiff empty, finding index value at centroid\n",
      "W - National HRU 34410 tiff missing, finding index value at centroid\n",
      "W - National HRU 34416 tiff empty, finding index value at centroid\n",
      "W - National HRU 34419 tiff missing, finding index value at centroid\n",
      "W - National HRU 34469 tiff empty, finding index value at centroid\n",
      "W - National HRU 34487 tiff empty, finding index value at centroid\n",
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      "W - National HRU 34506 tiff empty, finding index value at centroid\n",
      "W - National HRU 34520 tiff missing, finding index value at centroid\n",
      "W - National HRU 34527 tiff missing, finding index value at centroid\n",
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      "W - National HRU 34545 tiff empty, finding index value at centroid\n",
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      "W - National HRU 34550 tiff empty, finding index value at centroid\n",
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      "W - National HRU 34612 tiff missing, finding index value at centroid\n",
      "W - National HRU 34642 tiff empty, finding index value at centroid\n",
      "W - National HRU 34644 tiff empty, finding index value at centroid\n",
      "W - National HRU 34654 tiff empty, finding index value at centroid\n",
      "W - National HRU 34655 tiff empty, finding index value at centroid\n",
      "W - National HRU 34656 tiff missing, finding index value at centroid\n",
      "W - National HRU 34663 tiff missing, finding index value at centroid\n",
      "W - National HRU 34672 tiff empty, finding index value at centroid\n",
      "W - National HRU 34694 tiff empty, finding index value at centroid\n",
      "W - National HRU 34697 tiff empty, finding index value at centroid\n",
      "W - National HRU 34699 tiff empty, finding index value at centroid\n",
      "W - National HRU 34702 tiff empty, finding index value at centroid\n",
      "W - National HRU 34708 tiff missing, finding index value at centroid\n",
      "W - National HRU 34712 tiff empty, finding index value at centroid\n",
      "W - National HRU 34724 tiff empty, finding index value at centroid\n",
      "W - National HRU 34729 tiff missing, finding index value at centroid\n",
      "W - National HRU 34730 tiff missing, finding index value at centroid\n",
      "W - National HRU 34763 tiff empty, finding index value at centroid\n",
      "W - National HRU 34771 tiff missing, finding index value at centroid\n",
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      "W - National HRU 34823 tiff missing, finding index value at centroid\n",
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      "W - National HRU 34832 tiff empty, finding index value at centroid\n",
      "W - National HRU 34841 tiff empty, finding index value at centroid\n",
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      "W - National HRU 34854 tiff empty, finding index value at centroid\n",
      "W - National HRU 34855 tiff empty, finding index value at centroid\n",
      "W - National HRU 34867 tiff empty, finding index value at centroid\n",
      "W - National HRU 34875 tiff empty, finding index value at centroid\n",
      "W - National HRU 34877 tiff missing, finding index value at centroid\n",
      "W - National HRU 35254 tiff missing, finding index value at centroid\n",
      "W - National HRU 35276 tiff empty, finding index value at centroid\n",
      "W - National HRU 35333 tiff missing, finding index value at centroid\n",
      "W - National HRU 35370 tiff missing, finding index value at centroid\n",
      "W - National HRU 35392 tiff empty, finding index value at centroid\n",
      "W - National HRU 35491 tiff empty, finding index value at centroid\n",
      "W - National HRU 35543 tiff missing, finding index value at centroid\n",
      "W - National HRU 35590 tiff empty, finding index value at centroid\n",
      "W - National HRU 35591 tiff missing, finding index value at centroid\n",
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      "W - National HRU 35600 tiff empty, finding index value at centroid\n",
      "W - National HRU 35607 tiff empty, finding index value at centroid\n",
      "W - National HRU 35610 tiff empty, finding index value at centroid\n",
      "W - National HRU 35634 tiff missing, finding index value at centroid\n",
      "W - National HRU 35638 tiff missing, finding index value at centroid\n",
      "W - National HRU 35641 tiff empty, finding index value at centroid\n",
      "W - National HRU 35688 tiff empty, finding index value at centroid\n",
      "W - National HRU 35694 tiff empty, finding index value at centroid\n",
      "W - National HRU 35721 tiff empty, finding index value at centroid\n",
      "W - National HRU 35734 tiff empty, finding index value at centroid\n",
      "W - National HRU 35746 tiff empty, finding index value at centroid\n",
      "W - National HRU 35755 tiff empty, finding index value at centroid\n",
      "W - National HRU 35756 tiff missing, finding index value at centroid\n",
      "W - National HRU 35760 tiff empty, finding index value at centroid\n",
      "W - National HRU 35802 tiff empty, finding index value at centroid\n",
      "W - National HRU 35821 tiff missing, finding index value at centroid\n",
      "W - National HRU 35827 tiff empty, finding index value at centroid\n",
      "W - National HRU 35841 tiff empty, finding index value at centroid\n",
      "W - National HRU 35884 tiff missing, finding index value at centroid\n",
      "W - National HRU 35890 tiff missing, finding index value at centroid\n",
      "W - National HRU 35897 tiff empty, finding index value at centroid\n",
      "W - National HRU 35941 tiff missing, finding index value at centroid\n",
      "W - National HRU 35975 tiff empty, finding index value at centroid\n",
      "W - National HRU 35987 tiff empty, finding index value at centroid\n",
      "W - National HRU 35989 tiff empty, finding index value at centroid\n",
      "W - National HRU 35992 tiff missing, finding index value at centroid\n",
      "W - National HRU 36036 tiff empty, finding index value at centroid\n",
      "W - National HRU 36039 tiff missing, finding index value at centroid\n",
      "W - National HRU 36127 tiff empty, finding index value at centroid\n",
      "W - National HRU 36132 tiff empty, finding index value at centroid\n",
      "W - National HRU 36135 tiff missing, finding index value at centroid\n",
      "W - National HRU 36140 tiff missing, finding index value at centroid\n",
      "W - National HRU 36149 tiff missing, finding index value at centroid\n",
      "W - National HRU 36184 tiff empty, finding index value at centroid\n",
      "W - National HRU 36193 tiff missing, finding index value at centroid\n",
      "W - National HRU 36194 tiff empty, finding index value at centroid\n",
      "W - National HRU 36196 tiff missing, finding index value at centroid\n",
      "W - National HRU 36199 tiff missing, finding index value at centroid\n",
      "W - National HRU 36215 tiff missing, finding index value at centroid\n",
      "W - National HRU 36227 tiff empty, finding index value at centroid\n",
      "W - National HRU 36264 tiff missing, finding index value at centroid\n",
      "W - National HRU 36267 tiff empty, finding index value at centroid\n",
      "W - National HRU 36302 tiff empty, finding index value at centroid\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "W - National HRU 36329 tiff empty, finding index value at centroid\n",
      "W - National HRU 36335 tiff empty, finding index value at centroid\n",
      "W - National HRU 36344 tiff empty, finding index value at centroid\n",
      "W - National HRU 36347 tiff empty, finding index value at centroid\n",
      "W - National HRU 36399 tiff empty, finding index value at centroid\n",
      "W - National HRU 36423 tiff missing, finding index value at centroid\n",
      "W - National HRU 36463 tiff empty, finding index value at centroid\n",
      "W - National HRU 36466 tiff empty, finding index value at centroid\n",
      "W - National HRU 36469 tiff empty, finding index value at centroid\n",
      "W - National HRU 36473 tiff empty, finding index value at centroid\n",
      "W - National HRU 36480 tiff missing, finding index value at centroid\n",
      "W - National HRU 36497 tiff empty, finding index value at centroid\n",
      "W - National HRU 36500 tiff empty, finding index value at centroid\n",
      "W - National HRU 36506 tiff empty, finding index value at centroid\n",
      "W - National HRU 36508 tiff empty, finding index value at centroid\n",
      "W - National HRU 36558 tiff missing, finding index value at centroid\n",
      "W - National HRU 36639 tiff empty, finding index value at centroid\n",
      "W - National HRU 36648 tiff empty, finding index value at centroid\n",
      "W - National HRU 36662 tiff empty, finding index value at centroid\n",
      "W - National HRU 36707 tiff empty, finding index value at centroid\n",
      "W - National HRU 36709 tiff missing, finding index value at centroid\n",
      "W - National HRU 36724 tiff empty, finding index value at centroid\n",
      "W - National HRU 36727 tiff empty, finding index value at centroid\n",
      "W - National HRU 36734 tiff empty, finding index value at centroid\n",
      "W - National HRU 36735 tiff empty, finding index value at centroid\n",
      "W - National HRU 36737 tiff empty, finding index value at centroid\n",
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      "W - National HRU 36806 tiff empty, finding index value at centroid\n",
      "W - National HRU 36807 tiff empty, finding index value at centroid\n",
      "W - National HRU 36808 tiff empty, finding index value at centroid\n",
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      "W - National HRU 36889 tiff missing, finding index value at centroid\n",
      "W - National HRU 36902 tiff missing, finding index value at centroid\n",
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      "W - National HRU 37000 tiff empty, finding index value at centroid\n",
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      "W - National HRU 37115 tiff empty, finding index value at centroid\n",
      "W - National HRU 37140 tiff empty, finding index value at centroid\n",
      "W - National HRU 37141 tiff empty, finding index value at centroid\n",
      "W - National HRU 37180 tiff missing, finding index value at centroid\n",
      "W - National HRU 37181 tiff missing, finding index value at centroid\n",
      "W - National HRU 37199 tiff empty, finding index value at centroid\n",
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      "W - National HRU 37212 tiff empty, finding index value at centroid\n",
      "W - National HRU 37214 tiff empty, finding index value at centroid\n",
      "W - National HRU 37218 tiff empty, finding index value at centroid\n",
      "W - National HRU 37222 tiff empty, finding index value at centroid\n",
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      "W - National HRU 37250 tiff missing, finding index value at centroid\n",
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      "W - National HRU 37337 tiff empty, finding index value at centroid\n",
      "W - National HRU 37348 tiff missing, finding index value at centroid\n",
      "W - National HRU 37352 tiff empty, finding index value at centroid\n",
      "W - National HRU 37368 tiff empty, finding index value at centroid\n",
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      "W - National HRU 37376 tiff missing, finding index value at centroid\n",
      "W - National HRU 37416 tiff empty, finding index value at centroid\n",
      "W - National HRU 37426 tiff empty, finding index value at centroid\n",
      "W - National HRU 37450 tiff empty, finding index value at centroid\n",
      "W - National HRU 37457 tiff empty, finding index value at centroid\n",
      "W - National HRU 37484 tiff empty, finding index value at centroid\n",
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      "W - National HRU 37511 tiff missing, finding index value at centroid\n",
      "W - National HRU 37514 tiff empty, finding index value at centroid\n",
      "W - National HRU 37550 tiff empty, finding index value at centroid\n",
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      "W - National HRU 37554 tiff empty, finding index value at centroid\n",
      "W - National HRU 37595 tiff empty, finding index value at centroid\n",
      "W - National HRU 37617 tiff empty, finding index value at centroid\n",
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      "W - National HRU 37654 tiff missing, finding index value at centroid\n",
      "W - National HRU 37689 tiff empty, finding index value at centroid\n",
      "W - National HRU 37694 tiff empty, finding index value at centroid\n",
      "W - National HRU 37717 tiff empty, finding index value at centroid\n",
      "W - National HRU 37787 tiff empty, finding index value at centroid\n",
      "W - National HRU 37806 tiff empty, finding index value at centroid\n",
      "W - National HRU 37817 tiff missing, finding index value at centroid\n",
      "W - National HRU 37818 tiff empty, finding index value at centroid\n",
      "W - National HRU 38033 tiff missing, finding index value at centroid\n",
      "W - National HRU 38049 tiff missing, finding index value at centroid\n",
      "W - National HRU 38111 tiff empty, finding index value at centroid\n",
      "W - National HRU 38234 tiff missing, finding index value at centroid\n",
      "W - National HRU 38297 tiff empty, finding index value at centroid\n",
      "W - National HRU 38410 tiff missing, finding index value at centroid\n",
      "W - National HRU 38442 tiff missing, finding index value at centroid\n",
      "W - National HRU 38444 tiff missing, finding index value at centroid\n",
      "W - National HRU 38473 tiff missing, finding index value at centroid\n",
      "W - National HRU 38478 tiff empty, finding index value at centroid\n",
      "W - National HRU 38481 tiff empty, finding index value at centroid\n",
      "W - National HRU 38487 tiff empty, finding index value at centroid\n",
      "W - National HRU 38501 tiff empty, finding index value at centroid\n",
      "W - National HRU 38507 tiff empty, finding index value at centroid\n",
      "W - National HRU 38513 tiff missing, finding index value at centroid\n",
      "W - National HRU 38546 tiff missing, finding index value at centroid\n",
      "W - National HRU 38550 tiff empty, finding index value at centroid\n",
      "W - National HRU 38554 tiff missing, finding index value at centroid\n",
      "W - National HRU 38558 tiff empty, finding index value at centroid\n",
      "W - National HRU 38559 tiff missing, finding index value at centroid\n",
      "W - National HRU 38561 tiff empty, finding index value at centroid\n",
      "W - National HRU 38582 tiff empty, finding index value at centroid\n",
      "W - National HRU 38590 tiff empty, finding index value at centroid\n",
      "W - National HRU 38597 tiff missing, finding index value at centroid\n",
      "W - National HRU 38602 tiff empty, finding index value at centroid\n",
      "W - National HRU 38616 tiff empty, finding index value at centroid\n",
      "W - National HRU 38622 tiff empty, finding index value at centroid\n",
      "W - National HRU 38623 tiff empty, finding index value at centroid\n",
      "W - National HRU 38629 tiff empty, finding index value at centroid\n",
      "W - National HRU 38642 tiff empty, finding index value at centroid\n",
      "W - National HRU 38680 tiff empty, finding index value at centroid\n",
      "W - National HRU 38682 tiff empty, finding index value at centroid\n",
      "W - National HRU 38689 tiff empty, finding index value at centroid\n",
      "W - National HRU 38712 tiff empty, finding index value at centroid\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "W - National HRU 38750 tiff missing, finding index value at centroid\n",
      "W - National HRU 38753 tiff empty, finding index value at centroid\n",
      "W - National HRU 38773 tiff missing, finding index value at centroid\n",
      "W - National HRU 38781 tiff missing, finding index value at centroid\n",
      "W - National HRU 38789 tiff empty, finding index value at centroid\n",
      "W - National HRU 38837 tiff missing, finding index value at centroid\n",
      "W - National HRU 38839 tiff empty, finding index value at centroid\n",
      "W - National HRU 38882 tiff empty, finding index value at centroid\n",
      "W - National HRU 38886 tiff empty, finding index value at centroid\n",
      "W - National HRU 38887 tiff missing, finding index value at centroid\n",
      "W - National HRU 38891 tiff empty, finding index value at centroid\n",
      "W - National HRU 38901 tiff empty, finding index value at centroid\n",
      "W - National HRU 38915 tiff missing, finding index value at centroid\n",
      "W - National HRU 38950 tiff empty, finding index value at centroid\n",
      "W - National HRU 38956 tiff missing, finding index value at centroid\n",
      "W - National HRU 38958 tiff missing, finding index value at centroid\n",
      "W - National HRU 38977 tiff missing, finding index value at centroid\n",
      "W - National HRU 38989 tiff empty, finding index value at centroid\n",
      "W - National HRU 39014 tiff missing, finding index value at centroid\n",
      "W - National HRU 39019 tiff missing, finding index value at centroid\n",
      "W - National HRU 39030 tiff empty, finding index value at centroid\n",
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      "W - National HRU 39033 tiff missing, finding index value at centroid\n",
      "W - National HRU 39036 tiff empty, finding index value at centroid\n",
      "W - National HRU 39039 tiff empty, finding index value at centroid\n",
      "W - National HRU 39045 tiff empty, finding index value at centroid\n",
      "W - National HRU 39048 tiff empty, finding index value at centroid\n",
      "W - National HRU 39049 tiff empty, finding index value at centroid\n",
      "W - National HRU 39053 tiff empty, finding index value at centroid\n",
      "W - National HRU 39058 tiff empty, finding index value at centroid\n",
      "W - National HRU 39065 tiff empty, finding index value at centroid\n",
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      "W - National HRU 39111 tiff missing, finding index value at centroid\n",
      "W - National HRU 39131 tiff empty, finding index value at centroid\n",
      "W - National HRU 39143 tiff empty, finding index value at centroid\n",
      "W - National HRU 39151 tiff missing, finding index value at centroid\n",
      "W - National HRU 39152 tiff missing, finding index value at centroid\n",
      "W - National HRU 39154 tiff missing, finding index value at centroid\n",
      "W - National HRU 39173 tiff empty, finding index value at centroid\n",
      "W - National HRU 39199 tiff empty, finding index value at centroid\n",
      "W - National HRU 39229 tiff empty, finding index value at centroid\n",
      "W - National HRU 39237 tiff missing, finding index value at centroid\n",
      "W - National HRU 39242 tiff empty, finding index value at centroid\n",
      "W - National HRU 39247 tiff empty, finding index value at centroid\n",
      "W - National HRU 39270 tiff missing, finding index value at centroid\n",
      "W - National HRU 39277 tiff empty, finding index value at centroid\n",
      "W - National HRU 39282 tiff empty, finding index value at centroid\n",
      "W - National HRU 39287 tiff empty, finding index value at centroid\n",
      "W - National HRU 39294 tiff empty, finding index value at centroid\n",
      "W - National HRU 39320 tiff empty, finding index value at centroid\n",
      "W - National HRU 39335 tiff missing, finding index value at centroid\n",
      "W - National HRU 39342 tiff missing, finding index value at centroid\n",
      "W - National HRU 39355 tiff missing, finding index value at centroid\n",
      "W - National HRU 39383 tiff empty, finding index value at centroid\n",
      "W - National HRU 39389 tiff missing, finding index value at centroid\n",
      "W - National HRU 39391 tiff missing, finding index value at centroid\n",
      "W - National HRU 39459 tiff missing, finding index value at centroid\n",
      "W - National HRU 39489 tiff missing, finding index value at centroid\n",
      "W - National HRU 39494 tiff empty, finding index value at centroid\n",
      "W - National HRU 39498 tiff missing, finding index value at centroid\n",
      "W - National HRU 39590 tiff missing, finding index value at centroid\n",
      "W - National HRU 39596 tiff empty, finding index value at centroid\n",
      "W - National HRU 39602 tiff empty, finding index value at centroid\n",
      "W - National HRU 39615 tiff empty, finding index value at centroid\n",
      "W - National HRU 39618 tiff empty, finding index value at centroid\n",
      "W - National HRU 39653 tiff missing, finding index value at centroid\n",
      "W - National HRU 39781 tiff empty, finding index value at centroid\n",
      "W - National HRU 39796 tiff empty, finding index value at centroid\n",
      "W - National HRU 39803 tiff missing, finding index value at centroid\n",
      "W - National HRU 39836 tiff empty, finding index value at centroid\n",
      "W - National HRU 39908 tiff missing, finding index value at centroid\n",
      "W - National HRU 39937 tiff missing, finding index value at centroid\n",
      "W - National HRU 39956 tiff empty, finding index value at centroid\n",
      "W - National HRU 39973 tiff empty, finding index value at centroid\n",
      "W - National HRU 39979 tiff missing, finding index value at centroid\n",
      "W - National HRU 39980 tiff missing, finding index value at centroid\n",
      "W - National HRU 39995 tiff empty, finding index value at centroid\n",
      "W - National HRU 40058 tiff empty, finding index value at centroid\n",
      "W - National HRU 40155 tiff empty, finding index value at centroid\n",
      "W - National HRU 40156 tiff empty, finding index value at centroid\n",
      "W - National HRU 40185 tiff empty, finding index value at centroid\n",
      "W - National HRU 40231 tiff empty, finding index value at centroid\n",
      "W - National HRU 40233 tiff missing, finding index value at centroid\n",
      "W - National HRU 40270 tiff missing, finding index value at centroid\n",
      "W - National HRU 40277 tiff missing, finding index value at centroid\n",
      "W - National HRU 40314 tiff empty, finding index value at centroid\n",
      "W - National HRU 40332 tiff empty, finding index value at centroid\n",
      "W - National HRU 40358 tiff missing, finding index value at centroid\n",
      "W - National HRU 40360 tiff empty, finding index value at centroid\n",
      "W - National HRU 40361 tiff empty, finding index value at centroid\n",
      "W - National HRU 40372 tiff empty, finding index value at centroid\n",
      "W - National HRU 40381 tiff empty, finding index value at centroid\n",
      "W - National HRU 40776 tiff empty, finding index value at centroid\n",
      "S - Writing contribution data to: ./data/NLDASv2_huc_07_cell_contrib.pcl\n",
      "S - 07 Complete!\n",
      "S - Starting Region: 08!\n",
      "S - Using input shapefile: ./data/nhrus/clean_AEA/nhru_08_clean.shp\n",
      "S - Using index raster: ./data/NLDASv2_idx_125.tiff\n",
      "W - National HRU 40817 tiff missing, finding index value at centroid\n",
      "W - National HRU 40818 tiff empty, finding index value at centroid\n",
      "W - National HRU 40820 tiff missing, finding index value at centroid\n",
      "W - National HRU 40821 tiff missing, finding index value at centroid\n",
      "W - National HRU 40823 tiff missing, finding index value at centroid\n",
      "W - National HRU 40826 tiff missing, finding index value at centroid\n",
      "W - National HRU 40827 tiff missing, finding index value at centroid\n",
      "W - National HRU 40828 tiff missing, finding index value at centroid\n",
      "W - National HRU 40837 tiff missing, finding index value at centroid\n",
      "W - National HRU 40840 tiff empty, finding index value at centroid\n",
      "W - National HRU 40846 tiff empty, finding index value at centroid\n",
      "W - National HRU 40847 tiff empty, finding index value at centroid\n",
      "W - National HRU 40849 tiff empty, finding index value at centroid\n",
      "W - National HRU 40851 tiff missing, finding index value at centroid\n",
      "W - National HRU 40853 tiff missing, finding index value at centroid\n",
      "W - National HRU 40857 tiff empty, finding index value at centroid\n",
      "W - National HRU 40858 tiff empty, finding index value at centroid\n",
      "W - National HRU 40866 tiff empty, finding index value at centroid\n",
      "W - National HRU 40867 tiff empty, finding index value at centroid\n",
      "W - National HRU 40868 tiff empty, finding index value at centroid\n",
      "W - National HRU 40873 tiff empty, finding index value at centroid\n",
      "W - National HRU 40875 tiff missing, finding index value at centroid\n",
      "W - National HRU 40877 tiff empty, finding index value at centroid\n",
      "W - National HRU 40882 tiff missing, finding index value at centroid\n",
      "W - National HRU 40883 tiff empty, finding index value at centroid\n",
      "W - National HRU 40886 tiff missing, finding index value at centroid\n",
      "W - National HRU 40888 tiff missing, finding index value at centroid\n",
      "W - National HRU 40891 tiff missing, finding index value at centroid\n",
      "W - National HRU 40895 tiff empty, finding index value at centroid\n",
      "W - National HRU 40899 tiff missing, finding index value at centroid\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "W - National HRU 40908 tiff missing, finding index value at centroid\n",
      "W - National HRU 40909 tiff empty, finding index value at centroid\n",
      "W - National HRU 40910 tiff missing, finding index value at centroid\n",
      "W - National HRU 40917 tiff missing, finding index value at centroid\n",
      "W - National HRU 40919 tiff missing, finding index value at centroid\n",
      "W - National HRU 40920 tiff empty, finding index value at centroid\n",
      "W - National HRU 40921 tiff missing, finding index value at centroid\n",
      "W - National HRU 40924 tiff missing, finding index value at centroid\n",
      "W - National HRU 40926 tiff missing, finding index value at centroid\n",
      "W - National HRU 40928 tiff missing, finding index value at centroid\n",
      "W - National HRU 40931 tiff missing, finding index value at centroid\n",
      "W - National HRU 40933 tiff empty, finding index value at centroid\n",
      "W - National HRU 40941 tiff empty, finding index value at centroid\n",
      "W - National HRU 40945 tiff empty, finding index value at centroid\n",
      "W - National HRU 40957 tiff missing, finding index value at centroid\n",
      "W - National HRU 40961 tiff missing, finding index value at centroid\n",
      "W - National HRU 40965 tiff empty, finding index value at centroid\n",
      "W - National HRU 40969 tiff empty, finding index value at centroid\n",
      "W - National HRU 40972 tiff empty, finding index value at centroid\n",
      "W - National HRU 40973 tiff missing, finding index value at centroid\n",
      "W - National HRU 40980 tiff empty, finding index value at centroid\n",
      "W - National HRU 40996 tiff missing, finding index value at centroid\n",
      "W - National HRU 41012 tiff missing, finding index value at centroid\n",
      "W - National HRU 41021 tiff missing, finding index value at centroid\n",
      "W - National HRU 41023 tiff missing, finding index value at centroid\n",
      "W - National HRU 41024 tiff empty, finding index value at centroid\n",
      "W - National HRU 41028 tiff missing, finding index value at centroid\n",
      "W - National HRU 41037 tiff empty, finding index value at centroid\n",
      "W - National HRU 41040 tiff empty, finding index value at centroid\n",
      "W - National HRU 41063 tiff empty, finding index value at centroid\n",
      "W - National HRU 41064 tiff missing, finding index value at centroid\n",
      "W - National HRU 41078 tiff empty, finding index value at centroid\n",
      "W - National HRU 41081 tiff missing, finding index value at centroid\n",
      "W - National HRU 41083 tiff missing, finding index value at centroid\n",
      "W - National HRU 41099 tiff missing, finding index value at centroid\n",
      "W - National HRU 41112 tiff missing, finding index value at centroid\n",
      "W - National HRU 41118 tiff missing, finding index value at centroid\n",
      "W - National HRU 41123 tiff empty, finding index value at centroid\n",
      "W - National HRU 41131 tiff empty, finding index value at centroid\n",
      "W - National HRU 41141 tiff empty, finding index value at centroid\n",
      "W - National HRU 41144 tiff missing, finding index value at centroid\n",
      "W - National HRU 41152 tiff empty, finding index value at centroid\n",
      "W - National HRU 41158 tiff empty, finding index value at centroid\n",
      "W - National HRU 41161 tiff missing, finding index value at centroid\n",
      "W - National HRU 41163 tiff missing, finding index value at centroid\n",
      "W - National HRU 41164 tiff missing, finding index value at centroid\n",
      "W - National HRU 41171 tiff empty, finding index value at centroid\n",
      "W - National HRU 41176 tiff missing, finding index value at centroid\n",
      "W - National HRU 41194 tiff empty, finding index value at centroid\n",
      "W - National HRU 41201 tiff empty, finding index value at centroid\n",
      "W - National HRU 41204 tiff missing, finding index value at centroid\n",
      "W - National HRU 41236 tiff empty, finding index value at centroid\n",
      "W - National HRU 41240 tiff empty, finding index value at centroid\n",
      "W - National HRU 41247 tiff empty, finding index value at centroid\n",
      "W - National HRU 41264 tiff empty, finding index value at centroid\n",
      "W - National HRU 41265 tiff empty, finding index value at centroid\n",
      "W - National HRU 41296 tiff empty, finding index value at centroid\n",
      "W - National HRU 41300 tiff empty, finding index value at centroid\n",
      "W - National HRU 41301 tiff empty, finding index value at centroid\n",
      "W - National HRU 41310 tiff empty, finding index value at centroid\n",
      "W - National HRU 41339 tiff empty, finding index value at centroid\n",
      "W - National HRU 41347 tiff missing, finding index value at centroid\n",
      "W - National HRU 41362 tiff missing, finding index value at centroid\n",
      "W - National HRU 41363 tiff missing, finding index value at centroid\n",
      "W - National HRU 41364 tiff empty, finding index value at centroid\n",
      "W - National HRU 41366 tiff missing, finding index value at centroid\n",
      "W - National HRU 41367 tiff empty, finding index value at centroid\n",
      "W - National HRU 41371 tiff empty, finding index value at centroid\n",
      "W - National HRU 41372 tiff empty, finding index value at centroid\n",
      "W - National HRU 41378 tiff missing, finding index value at centroid\n",
      "W - National HRU 41389 tiff empty, finding index value at centroid\n",
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      "W - National HRU 41399 tiff missing, finding index value at centroid\n",
      "W - National HRU 41436 tiff empty, finding index value at centroid\n",
      "W - National HRU 41463 tiff empty, finding index value at centroid\n",
      "W - National HRU 41530 tiff empty, finding index value at centroid\n",
      "W - National HRU 41565 tiff missing, finding index value at centroid\n",
      "W - National HRU 41568 tiff empty, finding index value at centroid\n",
      "W - National HRU 41641 tiff missing, finding index value at centroid\n",
      "W - National HRU 41644 tiff empty, finding index value at centroid\n",
      "W - National HRU 41741 tiff empty, finding index value at centroid\n",
      "W - National HRU 41742 tiff empty, finding index value at centroid\n",
      "W - National HRU 41788 tiff empty, finding index value at centroid\n",
      "W - National HRU 41809 tiff missing, finding index value at centroid\n",
      "W - National HRU 41811 tiff empty, finding index value at centroid\n",
      "W - National HRU 41824 tiff missing, finding index value at centroid\n",
      "W - National HRU 41829 tiff empty, finding index value at centroid\n",
      "W - National HRU 41846 tiff missing, finding index value at centroid\n",
      "W - National HRU 41886 tiff empty, finding index value at centroid\n",
      "W - National HRU 41889 tiff empty, finding index value at centroid\n",
      "W - National HRU 41895 tiff empty, finding index value at centroid\n",
      "W - National HRU 41897 tiff empty, finding index value at centroid\n",
      "W - National HRU 41914 tiff empty, finding index value at centroid\n",
      "W - National HRU 41919 tiff empty, finding index value at centroid\n",
      "W - National HRU 41925 tiff empty, finding index value at centroid\n",
      "W - National HRU 41926 tiff empty, finding index value at centroid\n",
      "W - National HRU 41952 tiff missing, finding index value at centroid\n",
      "W - National HRU 41973 tiff empty, finding index value at centroid\n",
      "W - National HRU 41995 tiff empty, finding index value at centroid\n",
      "W - National HRU 42000 tiff empty, finding index value at centroid\n",
      "W - National HRU 42036 tiff missing, finding index value at centroid\n",
      "W - National HRU 42043 tiff missing, finding index value at centroid\n",
      "W - National HRU 42091 tiff missing, finding index value at centroid\n",
      "W - National HRU 42113 tiff empty, finding index value at centroid\n",
      "W - National HRU 42127 tiff empty, finding index value at centroid\n",
      "W - National HRU 42145 tiff empty, finding index value at centroid\n",
      "W - National HRU 42146 tiff missing, finding index value at centroid\n",
      "W - National HRU 42147 tiff missing, finding index value at centroid\n",
      "W - National HRU 42152 tiff empty, finding index value at centroid\n",
      "W - National HRU 42157 tiff empty, finding index value at centroid\n",
      "W - National HRU 42170 tiff empty, finding index value at centroid\n",
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     ]
    },
    {
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     "output_type": "stream",
     "text": [
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      "W - National HRU 43730 tiff empty, finding index value at centroid\n",
      "W - National HRU 43733 tiff empty, finding index value at centroid\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "W - National HRU 43746 tiff missing, finding index value at centroid\n",
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      "W - National HRU 44667 tiff empty, finding index value at centroid\n",
      "W - National HRU 44693 tiff empty, finding index value at centroid\n",
      "W - National HRU 44694 tiff missing, finding index value at centroid\n",
      "W - National HRU 44695 tiff missing, finding index value at centroid\n",
      "W - National HRU 44698 tiff empty, finding index value at centroid\n",
      "W - National HRU 44708 tiff empty, finding index value at centroid\n",
      "W - National HRU 44709 tiff empty, finding index value at centroid\n",
      "W - National HRU 44711 tiff empty, finding index value at centroid\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "W - National HRU 44718 tiff empty, finding index value at centroid\n",
      "W - National HRU 44720 tiff missing, finding index value at centroid\n",
      "W - National HRU 44723 tiff empty, finding index value at centroid\n",
      "W - National HRU 44742 tiff missing, finding index value at centroid\n",
      "W - National HRU 44753 tiff missing, finding index value at centroid\n",
      "W - National HRU 44755 tiff empty, finding index value at centroid\n",
      "W - National HRU 44757 tiff missing, finding index value at centroid\n",
      "W - National HRU 44764 tiff empty, finding index value at centroid\n",
      "W - National HRU 44779 tiff empty, finding index value at centroid\n",
      "W - National HRU 44783 tiff empty, finding index value at centroid\n",
      "W - National HRU 44803 tiff missing, finding index value at centroid\n",
      "W - National HRU 44812 tiff empty, finding index value at centroid\n",
      "W - National HRU 44828 tiff missing, finding index value at centroid\n",
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      "W - National HRU 45100 tiff empty, finding index value at centroid\n",
      "W - National HRU 45119 tiff missing, finding index value at centroid\n",
      "W - National HRU 45152 tiff missing, finding index value at centroid\n",
      "W - National HRU 45159 tiff empty, finding index value at centroid\n",
      "W - National HRU 45194 tiff missing, finding index value at centroid\n",
      "W - National HRU 45263 tiff empty, finding index value at centroid\n",
      "S - Writing contribution data to: ./data/NLDASv2_huc_08_cell_contrib.pcl\n",
      "S - 08 Complete!\n",
      "S - Starting Region: 09!\n",
      "S - Using input shapefile: ./data/nhrus/clean_AEA/nhru_09_clean.shp\n",
      "S - Using index raster: ./data/NLDASv2_idx_125.tiff\n",
      "W - National HRU 45271 tiff empty, finding index value at centroid\n",
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      "W - National HRU 45659 tiff empty, finding index value at centroid\n",
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      "W - National HRU 45952 tiff empty, finding index value at centroid\n",
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      "W - National HRU 46002 tiff missing, finding index value at centroid\n",
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      "W - National HRU 46039 tiff missing, finding index value at centroid\n",
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      "W - National HRU 46185 tiff empty, finding index value at centroid\n",
      "W - National HRU 46219 tiff missing, finding index value at centroid\n",
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      "W - National HRU 46650 tiff missing, finding index value at centroid\n",
      "W - National HRU 46665 tiff empty, finding index value at centroid\n",
      "W - National HRU 46669 tiff empty, finding index value at centroid\n",
      "W - National HRU 46670 tiff empty, finding index value at centroid\n",
      "W - National HRU 46672 tiff missing, finding index value at centroid\n",
      "W - National HRU 46690 tiff missing, finding index value at centroid\n",
      "W - National HRU 46697 tiff missing, finding index value at centroid\n",
      "W - National HRU 46709 tiff missing, finding index value at centroid\n",
      "W - National HRU 46715 tiff missing, finding index value at centroid\n",
      "W - National HRU 46719 tiff missing, finding index value at centroid\n",
      "W - National HRU 46722 tiff empty, finding index value at centroid\n",
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      "W - National HRU 46748 tiff missing, finding index value at centroid\n",
      "W - National HRU 46760 tiff missing, finding index value at centroid\n",
      "W - National HRU 46766 tiff missing, finding index value at centroid\n",
      "W - National HRU 46767 tiff empty, finding index value at centroid\n",
      "W - National HRU 46813 tiff missing, finding index value at centroid\n",
      "W - National HRU 46972 tiff missing, finding index value at centroid\n",
      "S - Writing contribution data to: ./data/NLDASv2_huc_09_cell_contrib.pcl\n",
      "S - 09 Complete!\n",
      "S - Starting Region: 10U!\n",
      "S - Using input shapefile: ./data/nhrus/clean_AEA/nhru_10U_clean.shp\n",
      "S - Using index raster: ./data/NLDASv2_idx_125.tiff\n",
      "W - National HRU 55599 tiff empty, finding index value at centroid\n",
      "W - National HRU 55687 tiff missing, finding index value at centroid\n",
      "W - National HRU 55701 tiff empty, finding index value at centroid\n",
      "W - National HRU 55740 tiff missing, finding index value at centroid\n",
      "W - National HRU 55773 tiff empty, finding index value at centroid\n",
      "W - National HRU 55774 tiff empty, finding index value at centroid\n",
      "W - National HRU 55786 tiff missing, finding index value at centroid\n",
      "W - National HRU 55789 tiff empty, finding index value at centroid\n",
      "W - National HRU 55799 tiff empty, finding index value at centroid\n",
      "W - National HRU 55836 tiff missing, finding index value at centroid\n",
      "W - National HRU 55839 tiff empty, finding index value at centroid\n",
      "W - National HRU 55878 tiff missing, finding index value at centroid\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "W - National HRU 55935 tiff empty, finding index value at centroid\n",
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      "W - National HRU 56262 tiff empty, finding index value at centroid\n",
      "W - National HRU 56290 tiff empty, finding index value at centroid\n",
      "W - National HRU 56299 tiff empty, finding index value at centroid\n",
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      "W - National HRU 56371 tiff empty, finding index value at centroid\n",
      "W - National HRU 56414 tiff empty, finding index value at centroid\n",
      "W - National HRU 56431 tiff missing, finding index value at centroid\n",
      "W - National HRU 56462 tiff empty, finding index value at centroid\n",
      "W - National HRU 56467 tiff empty, finding index value at centroid\n",
      "W - National HRU 56490 tiff empty, finding index value at centroid\n",
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      "W - National HRU 56509 tiff empty, finding index value at centroid\n",
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      "W - National HRU 57673 tiff empty, finding index value at centroid\n",
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      "W - National HRU 57708 tiff missing, finding index value at centroid\n",
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      "W - National HRU 57743 tiff empty, finding index value at centroid\n",
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      "W - National HRU 58560 tiff empty, finding index value at centroid\n",
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      "W - National HRU 58597 tiff empty, finding index value at centroid\n",
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      "W - National HRU 58623 tiff missing, finding index value at centroid\n",
      "W - National HRU 58625 tiff empty, finding index value at centroid\n",
      "W - National HRU 58650 tiff missing, finding index value at centroid\n",
      "W - National HRU 58655 tiff empty, finding index value at centroid\n",
      "W - National HRU 58763 tiff empty, finding index value at centroid\n",
      "W - National HRU 58834 tiff missing, finding index value at centroid\n",
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      "W - National HRU 58884 tiff empty, finding index value at centroid\n",
      "W - National HRU 58909 tiff empty, finding index value at centroid\n",
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      "W - National HRU 59149 tiff missing, finding index value at centroid\n",
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      "W - National HRU 59194 tiff empty, finding index value at centroid\n",
      "W - National HRU 59196 tiff missing, finding index value at centroid\n",
      "W - National HRU 59197 tiff missing, finding index value at centroid\n",
      "W - National HRU 59214 tiff missing, finding index value at centroid\n",
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      "W - National HRU 59271 tiff empty, finding index value at centroid\n",
      "W - National HRU 59285 tiff empty, finding index value at centroid\n",
      "W - National HRU 59318 tiff missing, finding index value at centroid\n",
      "W - National HRU 59341 tiff empty, finding index value at centroid\n",
      "W - National HRU 59388 tiff missing, finding index value at centroid\n",
      "W - National HRU 59501 tiff empty, finding index value at centroid\n",
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      "W - National HRU 59538 tiff empty, finding index value at centroid\n",
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      "W - National HRU 59593 tiff empty, finding index value at centroid\n",
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      "W - National HRU 59657 tiff missing, finding index value at centroid\n",
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      "W - National HRU 59682 tiff empty, finding index value at centroid\n",
      "W - National HRU 59686 tiff missing, finding index value at centroid\n",
      "W - National HRU 59760 tiff empty, finding index value at centroid\n",
      "W - National HRU 59812 tiff empty, finding index value at centroid\n",
      "W - National HRU 59828 tiff empty, finding index value at centroid\n",
      "W - National HRU 59845 tiff empty, finding index value at centroid\n",
      "W - National HRU 59850 tiff missing, finding index value at centroid\n",
      "W - National HRU 59859 tiff empty, finding index value at centroid\n",
      "W - National HRU 59879 tiff missing, finding index value at centroid\n",
      "W - National HRU 59944 tiff empty, finding index value at centroid\n",
      "W - National HRU 59996 tiff empty, finding index value at centroid\n",
      "W - National HRU 60030 tiff empty, finding index value at centroid\n",
      "W - National HRU 60033 tiff missing, finding index value at centroid\n",
      "W - National HRU 60040 tiff missing, finding index value at centroid\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "W - National HRU 60100 tiff empty, finding index value at centroid\n",
      "W - National HRU 60101 tiff empty, finding index value at centroid\n",
      "W - National HRU 60127 tiff missing, finding index value at centroid\n",
      "W - National HRU 60168 tiff empty, finding index value at centroid\n",
      "W - National HRU 60170 tiff empty, finding index value at centroid\n",
      "W - National HRU 60214 tiff empty, finding index value at centroid\n",
      "W - National HRU 60271 tiff empty, finding index value at centroid\n",
      "W - National HRU 60300 tiff missing, finding index value at centroid\n",
      "W - National HRU 60317 tiff missing, finding index value at centroid\n",
      "W - National HRU 60349 tiff missing, finding index value at centroid\n",
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      "W - National HRU 60357 tiff empty, finding index value at centroid\n",
      "W - National HRU 60376 tiff missing, finding index value at centroid\n",
      "W - National HRU 60452 tiff missing, finding index value at centroid\n",
      "W - National HRU 60458 tiff missing, finding index value at centroid\n",
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      "W - National HRU 60677 tiff empty, finding index value at centroid\n",
      "W - National HRU 60718 tiff missing, finding index value at centroid\n",
      "W - National HRU 61054 tiff missing, finding index value at centroid\n",
      "W - National HRU 61221 tiff empty, finding index value at centroid\n",
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      "W - National HRU 61313 tiff missing, finding index value at centroid\n",
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      "W - National HRU 61403 tiff empty, finding index value at centroid\n",
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      "W - National HRU 61534 tiff missing, finding index value at centroid\n",
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      "W - National HRU 61572 tiff empty, finding index value at centroid\n",
      "W - National HRU 61649 tiff empty, finding index value at centroid\n",
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      "W - National HRU 61656 tiff empty, finding index value at centroid\n",
      "W - National HRU 61660 tiff empty, finding index value at centroid\n",
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      "W - National HRU 61679 tiff missing, finding index value at centroid\n",
      "W - National HRU 61782 tiff missing, finding index value at centroid\n",
      "W - National HRU 61786 tiff empty, finding index value at centroid\n",
      "W - National HRU 61802 tiff empty, finding index value at centroid\n",
      "W - National HRU 61804 tiff empty, finding index value at centroid\n",
      "W - National HRU 61807 tiff missing, finding index value at centroid\n",
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      "W - National HRU 61898 tiff missing, finding index value at centroid\n",
      "W - National HRU 61931 tiff empty, finding index value at centroid\n",
      "W - National HRU 61944 tiff empty, finding index value at centroid\n",
      "W - National HRU 61985 tiff empty, finding index value at centroid\n",
      "W - National HRU 61991 tiff empty, finding index value at centroid\n",
      "W - National HRU 62012 tiff empty, finding index value at centroid\n",
      "W - National HRU 62039 tiff empty, finding index value at centroid\n",
      "W - National HRU 62042 tiff empty, finding index value at centroid\n",
      "W - National HRU 62046 tiff missing, finding index value at centroid\n",
      "W - National HRU 62047 tiff empty, finding index value at centroid\n",
      "W - National HRU 62091 tiff missing, finding index value at centroid\n",
      "W - National HRU 62107 tiff empty, finding index value at centroid\n",
      "W - National HRU 62110 tiff empty, finding index value at centroid\n",
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      "W - National HRU 62167 tiff missing, finding index value at centroid\n",
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      "W - National HRU 62251 tiff empty, finding index value at centroid\n",
      "W - National HRU 62263 tiff missing, finding index value at centroid\n",
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      "W - National HRU 62412 tiff empty, finding index value at centroid\n",
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      "W - National HRU 62606 tiff empty, finding index value at centroid\n",
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      "W - National HRU 62715 tiff empty, finding index value at centroid\n",
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      "W - National HRU 62746 tiff empty, finding index value at centroid\n",
      "W - National HRU 62761 tiff missing, finding index value at centroid\n",
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      "W - National HRU 62869 tiff missing, finding index value at centroid\n",
      "W - National HRU 62903 tiff empty, finding index value at centroid\n",
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      "W - National HRU 63067 tiff empty, finding index value at centroid\n",
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      "W - National HRU 63668 tiff missing, finding index value at centroid\n",
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      "W - National HRU 63679 tiff empty, finding index value at centroid\n",
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      "W - National HRU 63687 tiff missing, finding index value at centroid\n",
      "W - National HRU 63688 tiff missing, finding index value at centroid\n",
      "W - National HRU 63689 tiff missing, finding index value at centroid\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "W - National HRU 63701 tiff missing, finding index value at centroid\n",
      "W - National HRU 63705 tiff empty, finding index value at centroid\n",
      "W - National HRU 63708 tiff missing, finding index value at centroid\n",
      "W - National HRU 63715 tiff empty, finding index value at centroid\n",
      "W - National HRU 63753 tiff empty, finding index value at centroid\n",
      "W - National HRU 63756 tiff empty, finding index value at centroid\n",
      "W - National HRU 63767 tiff empty, finding index value at centroid\n",
      "W - National HRU 63773 tiff missing, finding index value at centroid\n",
      "W - National HRU 63792 tiff empty, finding index value at centroid\n",
      "W - National HRU 63793 tiff missing, finding index value at centroid\n",
      "W - National HRU 63802 tiff missing, finding index value at centroid\n",
      "W - National HRU 63810 tiff empty, finding index value at centroid\n",
      "W - National HRU 63820 tiff missing, finding index value at centroid\n",
      "W - National HRU 63827 tiff empty, finding index value at centroid\n",
      "W - National HRU 63832 tiff empty, finding index value at centroid\n",
      "W - National HRU 63860 tiff empty, finding index value at centroid\n",
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      "W - National HRU 63869 tiff missing, finding index value at centroid\n",
      "W - National HRU 63873 tiff empty, finding index value at centroid\n",
      "W - National HRU 63889 tiff empty, finding index value at centroid\n",
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      "W - National HRU 63903 tiff empty, finding index value at centroid\n",
      "W - National HRU 63914 tiff empty, finding index value at centroid\n",
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      "W - National HRU 63920 tiff empty, finding index value at centroid\n",
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      "W - National HRU 63937 tiff missing, finding index value at centroid\n",
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      "W - National HRU 63967 tiff empty, finding index value at centroid\n",
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      "W - National HRU 64869 tiff empty, finding index value at centroid\n",
      "W - National HRU 64898 tiff missing, finding index value at centroid\n",
      "W - National HRU 64904 tiff empty, finding index value at centroid\n",
      "W - National HRU 64915 tiff missing, finding index value at centroid\n",
      "W - National HRU 64917 tiff missing, finding index value at centroid\n",
      "W - National HRU 64918 tiff missing, finding index value at centroid\n",
      "W - National HRU 64919 tiff empty, finding index value at centroid\n",
      "W - National HRU 64924 tiff empty, finding index value at centroid\n",
      "W - National HRU 64965 tiff empty, finding index value at centroid\n",
      "W - National HRU 64992 tiff empty, finding index value at centroid\n",
      "W - National HRU 65026 tiff empty, finding index value at centroid\n",
      "W - National HRU 65045 tiff empty, finding index value at centroid\n",
      "W - National HRU 65076 tiff missing, finding index value at centroid\n",
      "W - National HRU 65077 tiff missing, finding index value at centroid\n",
      "W - National HRU 65110 tiff missing, finding index value at centroid\n",
      "W - National HRU 65161 tiff missing, finding index value at centroid\n",
      "W - National HRU 65199 tiff empty, finding index value at centroid\n",
      "W - National HRU 65245 tiff empty, finding index value at centroid\n",
      "W - National HRU 65246 tiff missing, finding index value at centroid\n",
      "W - National HRU 65247 tiff missing, finding index value at centroid\n",
      "W - National HRU 65261 tiff missing, finding index value at centroid\n",
      "W - National HRU 65262 tiff missing, finding index value at centroid\n",
      "W - National HRU 65267 tiff empty, finding index value at centroid\n",
      "W - National HRU 65268 tiff empty, finding index value at centroid\n",
      "W - National HRU 65274 tiff empty, finding index value at centroid\n",
      "W - National HRU 65295 tiff empty, finding index value at centroid\n",
      "W - National HRU 65298 tiff empty, finding index value at centroid\n",
      "W - National HRU 65309 tiff missing, finding index value at centroid\n",
      "W - National HRU 65314 tiff missing, finding index value at centroid\n",
      "W - National HRU 65316 tiff empty, finding index value at centroid\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "W - National HRU 65352 tiff empty, finding index value at centroid\n",
      "W - National HRU 65363 tiff missing, finding index value at centroid\n",
      "W - National HRU 65400 tiff empty, finding index value at centroid\n",
      "W - National HRU 65418 tiff missing, finding index value at centroid\n",
      "W - National HRU 65421 tiff missing, finding index value at centroid\n",
      "W - National HRU 65428 tiff missing, finding index value at centroid\n",
      "W - National HRU 65429 tiff empty, finding index value at centroid\n",
      "W - National HRU 65431 tiff empty, finding index value at centroid\n",
      "W - National HRU 65437 tiff missing, finding index value at centroid\n",
      "W - National HRU 65439 tiff empty, finding index value at centroid\n",
      "W - National HRU 65638 tiff missing, finding index value at centroid\n",
      "W - National HRU 65671 tiff empty, finding index value at centroid\n",
      "W - National HRU 65698 tiff empty, finding index value at centroid\n",
      "W - National HRU 65721 tiff missing, finding index value at centroid\n",
      "S - Writing contribution data to: ./data/NLDASv2_huc_10U_cell_contrib.pcl\n",
      "S - 10U Complete!\n",
      "S - Starting Region: 10L!\n",
      "S - Using input shapefile: ./data/nhrus/clean_AEA/nhru_10L_clean.shp\n",
      "S - Using index raster: ./data/NLDASv2_idx_125.tiff\n",
      "W - National HRU 46986 tiff empty, finding index value at centroid\n",
      "W - National HRU 47000 tiff empty, finding index value at centroid\n",
      "W - National HRU 47018 tiff empty, finding index value at centroid\n",
      "W - National HRU 47020 tiff empty, finding index value at centroid\n",
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      "W - National HRU 47897 tiff empty, finding index value at centroid\n",
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      "W - National HRU 48073 tiff empty, finding index value at centroid\n",
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      "W - National HRU 48078 tiff empty, finding index value at centroid\n",
      "W - National HRU 48100 tiff missing, finding index value at centroid\n",
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      "W - National HRU 48203 tiff missing, finding index value at centroid\n",
      "W - National HRU 48233 tiff empty, finding index value at centroid\n",
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      "W - National HRU 48251 tiff empty, finding index value at centroid\n",
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      "W - National HRU 48312 tiff missing, finding index value at centroid\n",
      "W - National HRU 48319 tiff empty, finding index value at centroid\n",
      "W - National HRU 48321 tiff empty, finding index value at centroid\n",
      "W - National HRU 48340 tiff missing, finding index value at centroid\n",
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      "W - National HRU 48399 tiff empty, finding index value at centroid\n",
      "W - National HRU 48426 tiff empty, finding index value at centroid\n",
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      "W - National HRU 48468 tiff missing, finding index value at centroid\n",
      "W - National HRU 48497 tiff missing, finding index value at centroid\n",
      "W - National HRU 48504 tiff empty, finding index value at centroid\n",
      "W - National HRU 48511 tiff empty, finding index value at centroid\n",
      "W - National HRU 48513 tiff empty, finding index value at centroid\n",
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      "W - National HRU 48981 tiff missing, finding index value at centroid\n",
      "W - National HRU 49022 tiff missing, finding index value at centroid\n",
      "W - National HRU 49035 tiff empty, finding index value at centroid\n",
      "W - National HRU 49048 tiff empty, finding index value at centroid\n",
      "W - National HRU 49059 tiff empty, finding index value at centroid\n",
      "W - National HRU 49065 tiff empty, finding index value at centroid\n",
      "W - National HRU 49066 tiff empty, finding index value at centroid\n",
      "W - National HRU 49068 tiff empty, finding index value at centroid\n",
      "W - National HRU 49177 tiff empty, finding index value at centroid\n",
      "W - National HRU 49351 tiff empty, finding index value at centroid\n",
      "W - National HRU 49356 tiff empty, finding index value at centroid\n",
      "W - National HRU 49357 tiff missing, finding index value at centroid\n",
      "W - National HRU 49473 tiff empty, finding index value at centroid\n",
      "W - National HRU 49478 tiff empty, finding index value at centroid\n",
      "W - National HRU 49491 tiff empty, finding index value at centroid\n",
      "W - National HRU 49580 tiff empty, finding index value at centroid\n",
      "W - National HRU 49589 tiff empty, finding index value at centroid\n",
      "W - National HRU 49597 tiff empty, finding index value at centroid\n",
      "W - National HRU 49608 tiff empty, finding index value at centroid\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "W - National HRU 49640 tiff empty, finding index value at centroid\n",
      "W - National HRU 49641 tiff empty, finding index value at centroid\n",
      "W - National HRU 49648 tiff empty, finding index value at centroid\n",
      "W - National HRU 49654 tiff empty, finding index value at centroid\n",
      "W - National HRU 49659 tiff empty, finding index value at centroid\n",
      "W - National HRU 49668 tiff missing, finding index value at centroid\n",
      "W - National HRU 49670 tiff missing, finding index value at centroid\n",
      "W - National HRU 49693 tiff missing, finding index value at centroid\n",
      "W - National HRU 49723 tiff empty, finding index value at centroid\n",
      "W - National HRU 49736 tiff empty, finding index value at centroid\n",
      "W - National HRU 49760 tiff empty, finding index value at centroid\n",
      "W - National HRU 49778 tiff empty, finding index value at centroid\n",
      "W - National HRU 49803 tiff empty, finding index value at centroid\n",
      "W - National HRU 49806 tiff empty, finding index value at centroid\n",
      "W - National HRU 49828 tiff missing, finding index value at centroid\n",
      "W - National HRU 49842 tiff empty, finding index value at centroid\n",
      "W - National HRU 49850 tiff empty, finding index value at centroid\n",
      "W - National HRU 49856 tiff empty, finding index value at centroid\n",
      "W - National HRU 49873 tiff empty, finding index value at centroid\n",
      "W - National HRU 49875 tiff missing, finding index value at centroid\n",
      "W - National HRU 49879 tiff empty, finding index value at centroid\n",
      "W - National HRU 49882 tiff empty, finding index value at centroid\n",
      "W - National HRU 49891 tiff missing, finding index value at centroid\n",
      "W - National HRU 49896 tiff empty, finding index value at centroid\n",
      "W - National HRU 49944 tiff empty, finding index value at centroid\n",
      "W - National HRU 50007 tiff empty, finding index value at centroid\n",
      "W - National HRU 50021 tiff empty, finding index value at centroid\n",
      "W - National HRU 50022 tiff empty, finding index value at centroid\n",
      "W - National HRU 50024 tiff missing, finding index value at centroid\n",
      "W - National HRU 50028 tiff empty, finding index value at centroid\n",
      "W - National HRU 50029 tiff missing, finding index value at centroid\n",
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      "W - National HRU 50067 tiff empty, finding index value at centroid\n",
      "W - National HRU 50090 tiff empty, finding index value at centroid\n",
      "W - National HRU 50117 tiff empty, finding index value at centroid\n",
      "W - National HRU 50139 tiff empty, finding index value at centroid\n",
      "W - National HRU 50145 tiff empty, finding index value at centroid\n",
      "W - National HRU 50150 tiff empty, finding index value at centroid\n",
      "W - National HRU 50153 tiff empty, finding index value at centroid\n",
      "W - National HRU 50157 tiff empty, finding index value at centroid\n",
      "W - National HRU 50170 tiff empty, finding index value at centroid\n",
      "W - National HRU 50213 tiff empty, finding index value at centroid\n",
      "W - National HRU 50254 tiff missing, finding index value at centroid\n",
      "W - National HRU 50255 tiff empty, finding index value at centroid\n",
      "W - National HRU 50288 tiff empty, finding index value at centroid\n",
      "W - National HRU 50328 tiff empty, finding index value at centroid\n",
      "W - National HRU 50348 tiff empty, finding index value at centroid\n",
      "W - National HRU 50362 tiff missing, finding index value at centroid\n",
      "W - National HRU 50409 tiff empty, finding index value at centroid\n",
      "W - National HRU 50421 tiff empty, finding index value at centroid\n",
      "W - National HRU 50423 tiff missing, finding index value at centroid\n",
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      "W - National HRU 50435 tiff missing, finding index value at centroid\n",
      "W - National HRU 50437 tiff empty, finding index value at centroid\n",
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      "W - National HRU 50455 tiff empty, finding index value at centroid\n",
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      "W - National HRU 50535 tiff empty, finding index value at centroid\n",
      "W - National HRU 50542 tiff empty, finding index value at centroid\n",
      "W - National HRU 50543 tiff empty, finding index value at centroid\n",
      "W - National HRU 50554 tiff empty, finding index value at centroid\n",
      "W - National HRU 50557 tiff empty, finding index value at centroid\n",
      "W - National HRU 50558 tiff empty, finding index value at centroid\n",
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      "W - National HRU 50570 tiff missing, finding index value at centroid\n",
      "W - National HRU 50572 tiff missing, finding index value at centroid\n",
      "W - National HRU 50580 tiff empty, finding index value at centroid\n",
      "W - National HRU 50582 tiff empty, finding index value at centroid\n",
      "W - National HRU 50722 tiff empty, finding index value at centroid\n",
      "W - National HRU 50730 tiff missing, finding index value at centroid\n",
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      "W - National HRU 50760 tiff empty, finding index value at centroid\n",
      "W - National HRU 50810 tiff empty, finding index value at centroid\n",
      "W - National HRU 51089 tiff missing, finding index value at centroid\n",
      "W - National HRU 51126 tiff empty, finding index value at centroid\n",
      "W - National HRU 51127 tiff missing, finding index value at centroid\n",
      "W - National HRU 51211 tiff empty, finding index value at centroid\n",
      "W - National HRU 51402 tiff empty, finding index value at centroid\n",
      "W - National HRU 51447 tiff missing, finding index value at centroid\n",
      "W - National HRU 51492 tiff missing, finding index value at centroid\n",
      "W - National HRU 51536 tiff empty, finding index value at centroid\n",
      "W - National HRU 51564 tiff empty, finding index value at centroid\n",
      "W - National HRU 51613 tiff missing, finding index value at centroid\n",
      "W - National HRU 51668 tiff missing, finding index value at centroid\n",
      "W - National HRU 51739 tiff missing, finding index value at centroid\n",
      "W - National HRU 51754 tiff empty, finding index value at centroid\n",
      "W - National HRU 51816 tiff empty, finding index value at centroid\n",
      "W - National HRU 51817 tiff empty, finding index value at centroid\n",
      "W - National HRU 51874 tiff empty, finding index value at centroid\n",
      "W - National HRU 51876 tiff empty, finding index value at centroid\n",
      "W - National HRU 51879 tiff empty, finding index value at centroid\n",
      "W - National HRU 51887 tiff empty, finding index value at centroid\n",
      "W - National HRU 51960 tiff empty, finding index value at centroid\n",
      "W - National HRU 51985 tiff missing, finding index value at centroid\n",
      "W - National HRU 51995 tiff empty, finding index value at centroid\n",
      "W - National HRU 52014 tiff empty, finding index value at centroid\n",
      "W - National HRU 52030 tiff empty, finding index value at centroid\n",
      "W - National HRU 52032 tiff empty, finding index value at centroid\n",
      "W - National HRU 52033 tiff empty, finding index value at centroid\n",
      "W - National HRU 52050 tiff empty, finding index value at centroid\n",
      "W - National HRU 52089 tiff missing, finding index value at centroid\n",
      "W - National HRU 52092 tiff empty, finding index value at centroid\n",
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      "W - National HRU 52139 tiff missing, finding index value at centroid\n",
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      "W - National HRU 52178 tiff missing, finding index value at centroid\n",
      "W - National HRU 52206 tiff missing, finding index value at centroid\n",
      "W - National HRU 52208 tiff empty, finding index value at centroid\n",
      "W - National HRU 52219 tiff empty, finding index value at centroid\n",
      "W - National HRU 52220 tiff empty, finding index value at centroid\n",
      "W - National HRU 52234 tiff empty, finding index value at centroid\n",
      "W - National HRU 52236 tiff empty, finding index value at centroid\n",
      "W - National HRU 52242 tiff empty, finding index value at centroid\n",
      "W - National HRU 52249 tiff empty, finding index value at centroid\n",
      "W - National HRU 52253 tiff empty, finding index value at centroid\n",
      "W - National HRU 52257 tiff empty, finding index value at centroid\n",
      "W - National HRU 52258 tiff missing, finding index value at centroid\n",
      "W - National HRU 52264 tiff empty, finding index value at centroid\n",
      "W - National HRU 52267 tiff empty, finding index value at centroid\n",
      "W - National HRU 52291 tiff empty, finding index value at centroid\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "W - National HRU 52306 tiff empty, finding index value at centroid\n",
      "W - National HRU 52309 tiff missing, finding index value at centroid\n",
      "W - National HRU 52313 tiff empty, finding index value at centroid\n",
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      "W - National HRU 52524 tiff empty, finding index value at centroid\n",
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      "W - National HRU 54338 tiff empty, finding index value at centroid\n",
      "W - National HRU 54367 tiff missing, finding index value at centroid\n",
      "W - National HRU 54369 tiff empty, finding index value at centroid\n",
      "W - National HRU 54377 tiff missing, finding index value at centroid\n",
      "W - National HRU 54422 tiff empty, finding index value at centroid\n",
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      "W - National HRU 54443 tiff missing, finding index value at centroid\n",
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      "W - National HRU 54602 tiff missing, finding index value at centroid\n",
      "W - National HRU 54603 tiff empty, finding index value at centroid\n",
      "W - National HRU 54635 tiff empty, finding index value at centroid\n",
      "W - National HRU 54663 tiff empty, finding index value at centroid\n",
      "W - National HRU 54666 tiff empty, finding index value at centroid\n",
      "W - National HRU 54709 tiff empty, finding index value at centroid\n",
      "W - National HRU 54718 tiff empty, finding index value at centroid\n",
      "W - National HRU 54775 tiff missing, finding index value at centroid\n",
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      "W - National HRU 54851 tiff empty, finding index value at centroid\n",
      "W - National HRU 54898 tiff missing, finding index value at centroid\n",
      "W - National HRU 54908 tiff empty, finding index value at centroid\n",
      "W - National HRU 54916 tiff missing, finding index value at centroid\n",
      "W - National HRU 54919 tiff empty, finding index value at centroid\n",
      "W - National HRU 54957 tiff empty, finding index value at centroid\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "W - National HRU 54968 tiff empty, finding index value at centroid\n",
      "W - National HRU 54982 tiff missing, finding index value at centroid\n",
      "W - National HRU 55169 tiff missing, finding index value at centroid\n",
      "W - National HRU 55206 tiff missing, finding index value at centroid\n",
      "W - National HRU 55299 tiff missing, finding index value at centroid\n",
      "W - National HRU 55308 tiff empty, finding index value at centroid\n",
      "W - National HRU 55312 tiff missing, finding index value at centroid\n",
      "W - National HRU 55350 tiff missing, finding index value at centroid\n",
      "W - National HRU 55363 tiff empty, finding index value at centroid\n",
      "W - National HRU 55387 tiff empty, finding index value at centroid\n",
      "W - National HRU 55392 tiff missing, finding index value at centroid\n",
      "W - National HRU 55396 tiff empty, finding index value at centroid\n",
      "W - National HRU 55400 tiff missing, finding index value at centroid\n",
      "W - National HRU 55402 tiff missing, finding index value at centroid\n",
      "W - National HRU 55419 tiff empty, finding index value at centroid\n",
      "W - National HRU 55425 tiff empty, finding index value at centroid\n",
      "W - National HRU 55437 tiff missing, finding index value at centroid\n",
      "W - National HRU 55464 tiff empty, finding index value at centroid\n",
      "W - National HRU 55477 tiff missing, finding index value at centroid\n",
      "W - National HRU 55483 tiff missing, finding index value at centroid\n",
      "W - National HRU 55491 tiff empty, finding index value at centroid\n",
      "W - National HRU 55529 tiff empty, finding index value at centroid\n",
      "W - National HRU 55537 tiff empty, finding index value at centroid\n",
      "W - National HRU 55548 tiff empty, finding index value at centroid\n",
      "W - National HRU 55570 tiff empty, finding index value at centroid\n",
      "W - National HRU 55571 tiff empty, finding index value at centroid\n",
      "W - National HRU 55582 tiff empty, finding index value at centroid\n",
      "S - Writing contribution data to: ./data/NLDASv2_huc_10L_cell_contrib.pcl\n",
      "S - 10L Complete!\n",
      "S - Starting Region: 11!\n",
      "S - Using input shapefile: ./data/nhrus/clean_AEA/nhru_11_clean.shp\n",
      "S - Using index raster: ./data/NLDASv2_idx_125.tiff\n",
      "W - National HRU 65895 tiff missing, finding index value at centroid\n",
      "W - National HRU 65899 tiff missing, finding index value at centroid\n",
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      "W - National HRU 66015 tiff missing, finding index value at centroid\n",
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      "W - National HRU 66069 tiff missing, finding index value at centroid\n",
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      "W - National HRU 66107 tiff empty, finding index value at centroid\n",
      "W - National HRU 66110 tiff empty, finding index value at centroid\n",
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      "W - National HRU 66266 tiff empty, finding index value at centroid\n",
      "W - National HRU 66268 tiff empty, finding index value at centroid\n",
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      "W - National HRU 66606 tiff missing, finding index value at centroid\n",
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      "W - National HRU 66857 tiff empty, finding index value at centroid\n",
      "W - National HRU 66858 tiff empty, finding index value at centroid\n",
      "W - National HRU 66866 tiff empty, finding index value at centroid\n",
      "W - National HRU 66867 tiff empty, finding index value at centroid\n",
      "W - National HRU 66869 tiff empty, finding index value at centroid\n",
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      "W - National HRU 66957 tiff empty, finding index value at centroid\n",
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      "W - National HRU 67122 tiff missing, finding index value at centroid\n",
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      "W - National HRU 67127 tiff missing, finding index value at centroid\n",
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      "W - National HRU 67150 tiff missing, finding index value at centroid\n",
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      "W - National HRU 67200 tiff empty, finding index value at centroid\n",
      "W - National HRU 67211 tiff empty, finding index value at centroid\n",
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      "W - National HRU 67231 tiff empty, finding index value at centroid\n",
      "W - National HRU 67289 tiff empty, finding index value at centroid\n",
      "W - National HRU 67333 tiff empty, finding index value at centroid\n",
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      "W - National HRU 67373 tiff missing, finding index value at centroid\n",
      "W - National HRU 67456 tiff missing, finding index value at centroid\n",
      "W - National HRU 67457 tiff missing, finding index value at centroid\n",
      "W - National HRU 67470 tiff missing, finding index value at centroid\n",
      "W - National HRU 67495 tiff empty, finding index value at centroid\n",
      "W - National HRU 67496 tiff missing, finding index value at centroid\n",
      "W - National HRU 67499 tiff missing, finding index value at centroid\n",
      "W - National HRU 67500 tiff missing, finding index value at centroid\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "W - National HRU 67520 tiff empty, finding index value at centroid\n",
      "W - National HRU 67556 tiff empty, finding index value at centroid\n",
      "W - National HRU 67564 tiff empty, finding index value at centroid\n",
      "W - National HRU 67600 tiff empty, finding index value at centroid\n",
      "W - National HRU 67719 tiff missing, finding index value at centroid\n",
      "W - National HRU 67747 tiff empty, finding index value at centroid\n",
      "W - National HRU 67748 tiff empty, finding index value at centroid\n",
      "W - National HRU 67752 tiff empty, finding index value at centroid\n",
      "W - National HRU 67775 tiff empty, finding index value at centroid\n",
      "W - National HRU 67781 tiff empty, finding index value at centroid\n",
      "W - National HRU 67792 tiff missing, finding index value at centroid\n",
      "W - National HRU 67795 tiff empty, finding index value at centroid\n",
      "W - National HRU 67797 tiff empty, finding index value at centroid\n",
      "W - National HRU 67798 tiff missing, finding index value at centroid\n",
      "W - National HRU 67800 tiff empty, finding index value at centroid\n",
      "W - National HRU 67810 tiff missing, finding index value at centroid\n",
      "W - National HRU 67811 tiff empty, finding index value at centroid\n",
      "W - National HRU 67822 tiff empty, finding index value at centroid\n",
      "W - National HRU 67839 tiff empty, finding index value at centroid\n",
      "W - National HRU 67840 tiff empty, finding index value at centroid\n",
      "W - National HRU 67844 tiff empty, finding index value at centroid\n",
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      "W - National HRU 67859 tiff empty, finding index value at centroid\n",
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      "W - National HRU 67880 tiff missing, finding index value at centroid\n",
      "W - National HRU 67884 tiff empty, finding index value at centroid\n",
      "W - National HRU 67888 tiff empty, finding index value at centroid\n",
      "W - National HRU 67909 tiff empty, finding index value at centroid\n",
      "W - National HRU 67914 tiff empty, finding index value at centroid\n",
      "W - National HRU 67917 tiff missing, finding index value at centroid\n",
      "W - National HRU 67936 tiff empty, finding index value at centroid\n",
      "W - National HRU 67937 tiff empty, finding index value at centroid\n",
      "W - National HRU 67959 tiff empty, finding index value at centroid\n",
      "W - National HRU 67965 tiff empty, finding index value at centroid\n",
      "W - National HRU 67986 tiff empty, finding index value at centroid\n",
      "W - National HRU 67988 tiff missing, finding index value at centroid\n",
      "W - National HRU 67995 tiff missing, finding index value at centroid\n",
      "W - National HRU 67997 tiff empty, finding index value at centroid\n",
      "W - National HRU 67998 tiff empty, finding index value at centroid\n",
      "W - National HRU 68007 tiff empty, finding index value at centroid\n",
      "W - National HRU 68013 tiff empty, finding index value at centroid\n",
      "W - National HRU 68027 tiff empty, finding index value at centroid\n",
      "W - National HRU 68032 tiff missing, finding index value at centroid\n",
      "W - National HRU 68034 tiff missing, finding index value at centroid\n",
      "W - National HRU 68046 tiff missing, finding index value at centroid\n",
      "W - National HRU 68061 tiff missing, finding index value at centroid\n",
      "W - National HRU 68063 tiff empty, finding index value at centroid\n",
      "W - National HRU 68064 tiff missing, finding index value at centroid\n",
      "W - National HRU 68073 tiff empty, finding index value at centroid\n",
      "W - National HRU 68077 tiff empty, finding index value at centroid\n",
      "W - National HRU 68099 tiff missing, finding index value at centroid\n",
      "W - National HRU 68109 tiff missing, finding index value at centroid\n",
      "W - National HRU 68114 tiff empty, finding index value at centroid\n",
      "W - National HRU 68117 tiff empty, finding index value at centroid\n",
      "W - National HRU 68123 tiff missing, finding index value at centroid\n",
      "W - National HRU 68131 tiff empty, finding index value at centroid\n",
      "W - National HRU 68137 tiff empty, finding index value at centroid\n",
      "W - National HRU 68139 tiff empty, finding index value at centroid\n",
      "W - National HRU 68152 tiff missing, finding index value at centroid\n",
      "W - National HRU 68156 tiff empty, finding index value at centroid\n",
      "W - National HRU 68183 tiff missing, finding index value at centroid\n",
      "W - National HRU 68186 tiff missing, finding index value at centroid\n",
      "W - National HRU 68187 tiff empty, finding index value at centroid\n",
      "W - National HRU 68189 tiff empty, finding index value at centroid\n",
      "W - National HRU 68196 tiff missing, finding index value at centroid\n",
      "W - National HRU 68198 tiff empty, finding index value at centroid\n",
      "W - National HRU 68209 tiff empty, finding index value at centroid\n",
      "W - National HRU 68216 tiff empty, finding index value at centroid\n",
      "W - National HRU 68217 tiff empty, finding index value at centroid\n",
      "W - National HRU 68227 tiff missing, finding index value at centroid\n",
      "W - National HRU 68231 tiff empty, finding index value at centroid\n",
      "W - National HRU 68237 tiff missing, finding index value at centroid\n",
      "W - National HRU 68247 tiff empty, finding index value at centroid\n",
      "W - National HRU 68261 tiff empty, finding index value at centroid\n",
      "W - National HRU 68273 tiff empty, finding index value at centroid\n",
      "W - National HRU 68296 tiff empty, finding index value at centroid\n",
      "W - National HRU 68332 tiff empty, finding index value at centroid\n",
      "W - National HRU 68334 tiff empty, finding index value at centroid\n",
      "W - National HRU 68375 tiff missing, finding index value at centroid\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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      "W - National HRU 71210 tiff missing, finding index value at centroid\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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      "W - National HRU 73245 tiff missing, finding index value at centroid\n",
      "S - Writing contribution data to: ./data/NLDASv2_huc_11_cell_contrib.pcl\n",
      "S - 11 Complete!\n",
      "S - Starting Region: 12!\n",
      "S - Using input shapefile: ./data/nhrus/clean_AEA/nhru_12_clean.shp\n",
      "S - Using index raster: ./data/NLDASv2_idx_125.tiff\n",
      "W - National HRU 73269 tiff empty, finding index value at centroid\n",
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     ]
    },
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     "text": [
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      "W - National HRU 74588 tiff missing, finding index value at centroid\n",
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      "W - National HRU 74595 tiff empty, finding index value at centroid\n",
      "W - National HRU 74621 tiff empty, finding index value at centroid\n",
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      "W - National HRU 74641 tiff empty, finding index value at centroid\n",
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      "W - National HRU 74693 tiff missing, finding index value at centroid\n",
      "W - National HRU 74709 tiff missing, finding index value at centroid\n",
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      "W - National HRU 74758 tiff missing, finding index value at centroid\n",
      "W - National HRU 74777 tiff empty, finding index value at centroid\n",
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      "W - National HRU 74799 tiff missing, finding index value at centroid\n",
      "W - National HRU 74820 tiff empty, finding index value at centroid\n",
      "W - National HRU 74822 tiff empty, finding index value at centroid\n",
      "W - National HRU 74824 tiff empty, finding index value at centroid\n",
      "W - National HRU 74827 tiff empty, finding index value at centroid\n",
      "W - National HRU 74861 tiff empty, finding index value at centroid\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "W - National HRU 74887 tiff empty, finding index value at centroid\n",
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      "W - National HRU 74897 tiff missing, finding index value at centroid\n",
      "W - National HRU 74910 tiff empty, finding index value at centroid\n",
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      "W - National HRU 74919 tiff missing, finding index value at centroid\n",
      "W - National HRU 74921 tiff empty, finding index value at centroid\n",
      "W - National HRU 74922 tiff empty, finding index value at centroid\n",
      "W - National HRU 74924 tiff empty, finding index value at centroid\n",
      "W - National HRU 74933 tiff empty, finding index value at centroid\n",
      "W - National HRU 74941 tiff empty, finding index value at centroid\n",
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      "W - National HRU 74949 tiff missing, finding index value at centroid\n",
      "W - National HRU 74951 tiff missing, finding index value at centroid\n",
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      "W - National HRU 74960 tiff missing, finding index value at centroid\n",
      "W - National HRU 74962 tiff empty, finding index value at centroid\n",
      "W - National HRU 74978 tiff empty, finding index value at centroid\n",
      "W - National HRU 74985 tiff empty, finding index value at centroid\n",
      "W - National HRU 75018 tiff empty, finding index value at centroid\n",
      "W - National HRU 75022 tiff empty, finding index value at centroid\n",
      "W - National HRU 75031 tiff empty, finding index value at centroid\n",
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      "W - National HRU 76839 tiff empty, finding index value at centroid\n",
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      "W - National HRU 77010 tiff missing, finding index value at centroid\n",
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      "W - National HRU 77069 tiff empty, finding index value at centroid\n",
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      "W - National HRU 77160 tiff missing, finding index value at centroid\n",
      "W - National HRU 77221 tiff empty, finding index value at centroid\n",
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      "W - National HRU 77461 tiff missing, finding index value at centroid\n",
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      "W - National HRU 77666 tiff missing, finding index value at centroid\n",
      "W - National HRU 77691 tiff empty, finding index value at centroid\n",
      "W - National HRU 77692 tiff empty, finding index value at centroid\n",
      "W - National HRU 77737 tiff empty, finding index value at centroid\n",
      "W - National HRU 77744 tiff empty, finding index value at centroid\n",
      "W - National HRU 77751 tiff empty, finding index value at centroid\n",
      "W - National HRU 77770 tiff missing, finding index value at centroid\n",
      "W - National HRU 77783 tiff missing, finding index value at centroid\n",
      "W - National HRU 77792 tiff empty, finding index value at centroid\n",
      "W - National HRU 77793 tiff empty, finding index value at centroid\n",
      "W - National HRU 77794 tiff empty, finding index value at centroid\n",
      "W - National HRU 77797 tiff missing, finding index value at centroid\n",
      "W - National HRU 77806 tiff empty, finding index value at centroid\n",
      "W - National HRU 77810 tiff empty, finding index value at centroid\n",
      "W - National HRU 77815 tiff empty, finding index value at centroid\n",
      "W - National HRU 77825 tiff empty, finding index value at centroid\n",
      "W - National HRU 77826 tiff empty, finding index value at centroid\n",
      "W - National HRU 77827 tiff empty, finding index value at centroid\n",
      "W - National HRU 77835 tiff empty, finding index value at centroid\n",
      "W - National HRU 77836 tiff missing, finding index value at centroid\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "W - National HRU 77844 tiff empty, finding index value at centroid\n",
      "W - National HRU 77854 tiff empty, finding index value at centroid\n",
      "W - National HRU 77880 tiff empty, finding index value at centroid\n",
      "W - National HRU 77884 tiff empty, finding index value at centroid\n",
      "W - National HRU 77906 tiff empty, finding index value at centroid\n",
      "W - National HRU 77911 tiff empty, finding index value at centroid\n",
      "W - National HRU 77961 tiff missing, finding index value at centroid\n",
      "W - National HRU 77980 tiff empty, finding index value at centroid\n",
      "W - National HRU 78023 tiff empty, finding index value at centroid\n",
      "W - National HRU 78072 tiff empty, finding index value at centroid\n",
      "W - National HRU 78124 tiff missing, finding index value at centroid\n",
      "W - National HRU 78130 tiff empty, finding index value at centroid\n",
      "W - National HRU 78133 tiff missing, finding index value at centroid\n",
      "W - National HRU 78137 tiff empty, finding index value at centroid\n",
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      "W - National HRU 78174 tiff empty, finding index value at centroid\n",
      "W - National HRU 78182 tiff missing, finding index value at centroid\n",
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      "W - National HRU 79673 tiff empty, finding index value at centroid\n",
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      "W - National HRU 80018 tiff empty, finding index value at centroid\n",
      "W - National HRU 80031 tiff missing, finding index value at centroid\n",
      "W - National HRU 80050 tiff missing, finding index value at centroid\n",
      "W - National HRU 80303 tiff missing, finding index value at centroid\n",
      "W - National HRU 80312 tiff empty, finding index value at centroid\n",
      "W - National HRU 80316 tiff empty, finding index value at centroid\n",
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      "W - National HRU 80439 tiff empty, finding index value at centroid\n",
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      "W - National HRU 80485 tiff missing, finding index value at centroid\n",
      "W - National HRU 80499 tiff empty, finding index value at centroid\n",
      "W - National HRU 80509 tiff missing, finding index value at centroid\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "W - National HRU 80600 tiff empty, finding index value at centroid\n",
      "W - National HRU 80605 tiff empty, finding index value at centroid\n",
      "W - National HRU 80622 tiff missing, finding index value at centroid\n",
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      "W - National HRU 80683 tiff missing, finding index value at centroid\n",
      "W - National HRU 80695 tiff empty, finding index value at centroid\n",
      "W - National HRU 80718 tiff missing, finding index value at centroid\n",
      "W - National HRU 80778 tiff empty, finding index value at centroid\n",
      "W - National HRU 80783 tiff empty, finding index value at centroid\n",
      "W - National HRU 80793 tiff empty, finding index value at centroid\n",
      "W - National HRU 80795 tiff empty, finding index value at centroid\n",
      "W - National HRU 80836 tiff missing, finding index value at centroid\n",
      "W - National HRU 80855 tiff empty, finding index value at centroid\n",
      "W - National HRU 80990 tiff empty, finding index value at centroid\n",
      "S - Writing contribution data to: ./data/NLDASv2_huc_12_cell_contrib.pcl\n",
      "S - 12 Complete!\n",
      "S - Starting Region: 13!\n",
      "S - Using input shapefile: ./data/nhrus/clean_AEA/nhru_13_clean.shp\n",
      "S - Using index raster: ./data/NLDASv2_idx_125.tiff\n",
      "W - National HRU 81076 tiff missing, finding index value at centroid\n",
      "W - National HRU 81128 tiff missing, finding index value at centroid\n",
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      "W - National HRU 82924 tiff missing, finding index value at centroid\n",
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      "W - National HRU 82984 tiff missing, finding index value at centroid\n",
      "W - National HRU 82997 tiff missing, finding index value at centroid\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "W - National HRU 83004 tiff empty, finding index value at centroid\n",
      "W - National HRU 83008 tiff empty, finding index value at centroid\n",
      "W - National HRU 83024 tiff missing, finding index value at centroid\n",
      "S - Writing contribution data to: ./data/NLDASv2_huc_13_cell_contrib.pcl\n",
      "S - 13 Complete!\n",
      "S - Starting Region: 14!\n",
      "S - Using input shapefile: ./data/nhrus/clean_AEA/nhru_14_clean.shp\n",
      "S - Using index raster: ./data/NLDASv2_idx_125.tiff\n",
      "W - National HRU 83105 tiff missing, finding index value at centroid\n",
      "W - National HRU 83106 tiff empty, finding index value at centroid\n",
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      "W - National HRU 85035 tiff empty, finding index value at centroid\n",
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      "W - National HRU 85319 tiff missing, finding index value at centroid\n",
      "W - National HRU 85323 tiff empty, finding index value at centroid\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "W - National HRU 85347 tiff missing, finding index value at centroid\n",
      "W - National HRU 85355 tiff empty, finding index value at centroid\n",
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      "W - National HRU 85382 tiff empty, finding index value at centroid\n",
      "W - National HRU 85393 tiff empty, finding index value at centroid\n",
      "W - National HRU 85412 tiff missing, finding index value at centroid\n",
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      "W - National HRU 86174 tiff empty, finding index value at centroid\n",
      "W - National HRU 86192 tiff empty, finding index value at centroid\n",
      "W - National HRU 86205 tiff empty, finding index value at centroid\n",
      "W - National HRU 86210 tiff empty, finding index value at centroid\n",
      "W - National HRU 86259 tiff empty, finding index value at centroid\n",
      "W - National HRU 86262 tiff missing, finding index value at centroid\n",
      "W - National HRU 86271 tiff empty, finding index value at centroid\n",
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      "W - National HRU 86285 tiff missing, finding index value at centroid\n",
      "W - National HRU 86293 tiff missing, finding index value at centroid\n",
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      "W - National HRU 86376 tiff empty, finding index value at centroid\n",
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      "W - National HRU 86408 tiff empty, finding index value at centroid\n",
      "W - National HRU 86409 tiff empty, finding index value at centroid\n",
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      "W - National HRU 86420 tiff empty, finding index value at centroid\n",
      "W - National HRU 86436 tiff missing, finding index value at centroid\n",
      "W - National HRU 86438 tiff empty, finding index value at centroid\n",
      "W - National HRU 86440 tiff missing, finding index value at centroid\n",
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      "W - National HRU 86482 tiff empty, finding index value at centroid\n",
      "W - National HRU 86583 tiff empty, finding index value at centroid\n",
      "W - National HRU 86866 tiff missing, finding index value at centroid\n",
      "S - Writing contribution data to: ./data/NLDASv2_huc_14_cell_contrib.pcl\n",
      "S - 14 Complete!\n",
      "S - Starting Region: 15!\n",
      "S - Using input shapefile: ./data/nhrus/clean_AEA/nhru_15_clean.shp\n",
      "S - Using index raster: ./data/NLDASv2_idx_125.tiff\n",
      "W - National HRU 86923 tiff empty, finding index value at centroid\n",
      "W - National HRU 86959 tiff missing, finding index value at centroid\n",
      "W - National HRU 86977 tiff empty, finding index value at centroid\n",
      "W - National HRU 86986 tiff empty, finding index value at centroid\n",
      "W - National HRU 86997 tiff empty, finding index value at centroid\n",
      "W - National HRU 87021 tiff empty, finding index value at centroid\n",
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      "W - National HRU 87141 tiff empty, finding index value at centroid\n",
      "W - National HRU 87142 tiff missing, finding index value at centroid\n",
      "W - National HRU 87147 tiff empty, finding index value at centroid\n",
      "W - National HRU 87179 tiff empty, finding index value at centroid\n",
      "W - National HRU 87187 tiff empty, finding index value at centroid\n",
      "W - National HRU 87207 tiff missing, finding index value at centroid\n",
      "W - National HRU 87209 tiff missing, finding index value at centroid\n",
      "W - National HRU 87210 tiff missing, finding index value at centroid\n",
      "W - National HRU 87213 tiff missing, finding index value at centroid\n",
      "W - National HRU 87225 tiff empty, finding index value at centroid\n",
      "W - National HRU 87262 tiff missing, finding index value at centroid\n",
      "W - National HRU 87267 tiff empty, finding index value at centroid\n",
      "W - National HRU 87313 tiff empty, finding index value at centroid\n",
      "W - National HRU 87323 tiff empty, finding index value at centroid\n",
      "W - National HRU 87352 tiff empty, finding index value at centroid\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "W - National HRU 87366 tiff empty, finding index value at centroid\n",
      "W - National HRU 87377 tiff empty, finding index value at centroid\n",
      "W - National HRU 87415 tiff empty, finding index value at centroid\n",
      "W - National HRU 87422 tiff empty, finding index value at centroid\n",
      "W - National HRU 87452 tiff missing, finding index value at centroid\n",
      "W - National HRU 87458 tiff empty, finding index value at centroid\n",
      "W - National HRU 87529 tiff empty, finding index value at centroid\n",
      "W - National HRU 87534 tiff missing, finding index value at centroid\n",
      "W - National HRU 87535 tiff empty, finding index value at centroid\n",
      "W - National HRU 87537 tiff empty, finding index value at centroid\n",
      "W - National HRU 87550 tiff empty, finding index value at centroid\n",
      "W - National HRU 87551 tiff empty, finding index value at centroid\n",
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      "W - National HRU 87701 tiff empty, finding index value at centroid\n",
      "W - National HRU 87705 tiff empty, finding index value at centroid\n",
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      "W - National HRU 87741 tiff empty, finding index value at centroid\n",
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      "W - National HRU 87767 tiff empty, finding index value at centroid\n",
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      "W - National HRU 88683 tiff empty, finding index value at centroid\n",
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      "W - National HRU 88698 tiff empty, finding index value at centroid\n",
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      "W - National HRU 88709 tiff missing, finding index value at centroid\n",
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      "W - National HRU 88763 tiff empty, finding index value at centroid\n",
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      "W - National HRU 88801 tiff empty, finding index value at centroid\n",
      "W - National HRU 88828 tiff empty, finding index value at centroid\n",
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      "W - National HRU 88993 tiff empty, finding index value at centroid\n",
      "W - National HRU 89003 tiff empty, finding index value at centroid\n",
      "W - National HRU 89004 tiff empty, finding index value at centroid\n",
      "W - National HRU 89009 tiff empty, finding index value at centroid\n",
      "W - National HRU 89016 tiff empty, finding index value at centroid\n",
      "W - National HRU 89021 tiff empty, finding index value at centroid\n",
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      "W - National HRU 89091 tiff missing, finding index value at centroid\n",
      "W - National HRU 89098 tiff missing, finding index value at centroid\n",
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      "W - National HRU 89151 tiff missing, finding index value at centroid\n",
      "W - National HRU 89152 tiff empty, finding index value at centroid\n",
      "W - National HRU 89184 tiff empty, finding index value at centroid\n",
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      "W - National HRU 89232 tiff missing, finding index value at centroid\n",
      "W - National HRU 89244 tiff empty, finding index value at centroid\n",
      "W - National HRU 89250 tiff empty, finding index value at centroid\n",
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      "W - National HRU 89267 tiff empty, finding index value at centroid\n",
      "W - National HRU 89268 tiff missing, finding index value at centroid\n",
      "W - National HRU 89272 tiff empty, finding index value at centroid\n",
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      "W - National HRU 89306 tiff empty, finding index value at centroid\n",
      "W - National HRU 89311 tiff empty, finding index value at centroid\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "W - National HRU 89374 tiff missing, finding index value at centroid\n",
      "W - National HRU 89378 tiff missing, finding index value at centroid\n",
      "W - National HRU 89386 tiff missing, finding index value at centroid\n",
      "W - National HRU 89391 tiff empty, finding index value at centroid\n",
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      "W - National HRU 89410 tiff missing, finding index value at centroid\n",
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      "W - National HRU 89460 tiff missing, finding index value at centroid\n",
      "W - National HRU 89476 tiff empty, finding index value at centroid\n",
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      "W - National HRU 89509 tiff empty, finding index value at centroid\n",
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      "W - National HRU 89947 tiff missing, finding index value at centroid\n",
      "W - National HRU 89965 tiff empty, finding index value at centroid\n",
      "W - National HRU 90199 tiff missing, finding index value at centroid\n",
      "W - National HRU 90252 tiff empty, finding index value at centroid\n",
      "W - National HRU 90307 tiff empty, finding index value at centroid\n",
      "W - National HRU 90342 tiff empty, finding index value at centroid\n",
      "S - Writing contribution data to: ./data/NLDASv2_huc_15_cell_contrib.pcl\n",
      "S - 15 Complete!\n",
      "S - Starting Region: 16!\n",
      "S - Using input shapefile: ./data/nhrus/clean_AEA/nhru_16_clean.shp\n",
      "S - Using index raster: ./data/NLDASv2_idx_125.tiff\n",
      "W - National HRU 90349 tiff missing, finding index value at centroid\n",
      "W - National HRU 90350 tiff missing, finding index value at centroid\n",
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      "W - National HRU 90802 tiff empty, finding index value at centroid\n",
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      "W - National HRU 90851 tiff missing, finding index value at centroid\n",
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      "W - National HRU 90873 tiff missing, finding index value at centroid\n",
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      "W - National HRU 90881 tiff missing, finding index value at centroid\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "W - National HRU 90901 tiff empty, finding index value at centroid\n",
      "W - National HRU 90915 tiff empty, finding index value at centroid\n",
      "W - National HRU 90936 tiff missing, finding index value at centroid\n",
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      "W - National HRU 90969 tiff empty, finding index value at centroid\n",
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      "W - National HRU 91005 tiff empty, finding index value at centroid\n",
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      "W - National HRU 91058 tiff empty, finding index value at centroid\n",
      "W - National HRU 91082 tiff empty, finding index value at centroid\n",
      "W - National HRU 91083 tiff missing, finding index value at centroid\n",
      "W - National HRU 91087 tiff empty, finding index value at centroid\n",
      "W - National HRU 91105 tiff missing, finding index value at centroid\n",
      "W - National HRU 91113 tiff empty, finding index value at centroid\n",
      "W - National HRU 91118 tiff empty, finding index value at centroid\n",
      "W - National HRU 91126 tiff empty, finding index value at centroid\n",
      "W - National HRU 91129 tiff missing, finding index value at centroid\n",
      "W - National HRU 91131 tiff empty, finding index value at centroid\n",
      "W - National HRU 91157 tiff missing, finding index value at centroid\n",
      "W - National HRU 91168 tiff empty, finding index value at centroid\n",
      "W - National HRU 91184 tiff missing, finding index value at centroid\n",
      "W - National HRU 91185 tiff empty, finding index value at centroid\n",
      "W - National HRU 91193 tiff missing, finding index value at centroid\n",
      "W - National HRU 91225 tiff empty, finding index value at centroid\n",
      "W - National HRU 91233 tiff missing, finding index value at centroid\n",
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      "W - National HRU 91246 tiff missing, finding index value at centroid\n",
      "W - National HRU 91258 tiff missing, finding index value at centroid\n",
      "W - National HRU 91263 tiff empty, finding index value at centroid\n",
      "W - National HRU 91270 tiff empty, finding index value at centroid\n",
      "W - National HRU 91271 tiff missing, finding index value at centroid\n",
      "W - National HRU 91272 tiff missing, finding index value at centroid\n",
      "W - National HRU 91278 tiff empty, finding index value at centroid\n",
      "W - National HRU 91285 tiff empty, finding index value at centroid\n",
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      "W - National HRU 91298 tiff missing, finding index value at centroid\n",
      "W - National HRU 91368 tiff empty, finding index value at centroid\n",
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      "W - National HRU 91600 tiff missing, finding index value at centroid\n",
      "W - National HRU 91603 tiff empty, finding index value at centroid\n",
      "W - National HRU 91612 tiff empty, finding index value at centroid\n",
      "W - National HRU 91620 tiff missing, finding index value at centroid\n",
      "W - National HRU 91624 tiff empty, finding index value at centroid\n",
      "W - National HRU 91632 tiff empty, finding index value at centroid\n",
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      "W - National HRU 91646 tiff empty, finding index value at centroid\n",
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      "W - National HRU 91692 tiff empty, finding index value at centroid\n",
      "W - National HRU 91693 tiff empty, finding index value at centroid\n",
      "W - National HRU 91700 tiff empty, finding index value at centroid\n",
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      "W - National HRU 91765 tiff empty, finding index value at centroid\n",
      "W - National HRU 91767 tiff missing, finding index value at centroid\n",
      "W - National HRU 91769 tiff missing, finding index value at centroid\n",
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      "W - National HRU 91771 tiff missing, finding index value at centroid\n",
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      "W - National HRU 91817 tiff missing, finding index value at centroid\n",
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      "W - National HRU 91847 tiff empty, finding index value at centroid\n",
      "W - National HRU 91859 tiff missing, finding index value at centroid\n",
      "W - National HRU 91863 tiff empty, finding index value at centroid\n",
      "W - National HRU 91889 tiff empty, finding index value at centroid\n",
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      "W - National HRU 91896 tiff empty, finding index value at centroid\n",
      "W - National HRU 91911 tiff missing, finding index value at centroid\n",
      "W - National HRU 91912 tiff empty, finding index value at centroid\n",
      "W - National HRU 91924 tiff empty, finding index value at centroid\n",
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      "W - National HRU 91957 tiff empty, finding index value at centroid\n",
      "W - National HRU 91958 tiff missing, finding index value at centroid\n",
      "W - National HRU 91983 tiff empty, finding index value at centroid\n",
      "W - National HRU 91988 tiff empty, finding index value at centroid\n",
      "W - National HRU 91990 tiff missing, finding index value at centroid\n",
      "W - National HRU 91995 tiff empty, finding index value at centroid\n",
      "W - National HRU 91996 tiff empty, finding index value at centroid\n",
      "W - National HRU 92001 tiff empty, finding index value at centroid\n",
      "W - National HRU 92008 tiff empty, finding index value at centroid\n",
      "W - National HRU 92020 tiff empty, finding index value at centroid\n",
      "W - National HRU 92021 tiff empty, finding index value at centroid\n",
      "W - National HRU 92029 tiff missing, finding index value at centroid\n",
      "W - National HRU 92030 tiff empty, finding index value at centroid\n",
      "W - National HRU 92058 tiff empty, finding index value at centroid\n",
      "W - National HRU 92083 tiff empty, finding index value at centroid\n",
      "W - National HRU 92092 tiff missing, finding index value at centroid\n",
      "W - National HRU 92094 tiff empty, finding index value at centroid\n",
      "W - National HRU 92124 tiff empty, finding index value at centroid\n",
      "W - National HRU 92126 tiff empty, finding index value at centroid\n",
      "W - National HRU 92143 tiff empty, finding index value at centroid\n",
      "W - National HRU 92150 tiff missing, finding index value at centroid\n",
      "W - National HRU 92172 tiff empty, finding index value at centroid\n",
      "W - National HRU 92177 tiff empty, finding index value at centroid\n",
      "W - National HRU 92184 tiff missing, finding index value at centroid\n",
      "W - National HRU 92194 tiff missing, finding index value at centroid\n",
      "W - National HRU 92208 tiff empty, finding index value at centroid\n",
      "W - National HRU 92211 tiff empty, finding index value at centroid\n",
      "W - National HRU 92213 tiff empty, finding index value at centroid\n",
      "W - National HRU 92229 tiff empty, finding index value at centroid\n",
      "W - National HRU 92240 tiff empty, finding index value at centroid\n",
      "W - National HRU 92241 tiff empty, finding index value at centroid\n",
      "W - National HRU 92246 tiff empty, finding index value at centroid\n",
      "W - National HRU 92253 tiff missing, finding index value at centroid\n",
      "W - National HRU 92255 tiff empty, finding index value at centroid\n",
      "W - National HRU 92256 tiff missing, finding index value at centroid\n",
      "W - National HRU 92258 tiff empty, finding index value at centroid\n",
      "W - National HRU 92259 tiff empty, finding index value at centroid\n",
      "W - National HRU 92274 tiff missing, finding index value at centroid\n",
      "W - National HRU 92300 tiff empty, finding index value at centroid\n",
      "W - National HRU 92306 tiff empty, finding index value at centroid\n",
      "W - National HRU 92310 tiff missing, finding index value at centroid\n",
      "W - National HRU 92318 tiff empty, finding index value at centroid\n",
      "W - National HRU 92327 tiff empty, finding index value at centroid\n",
      "W - National HRU 92334 tiff empty, finding index value at centroid\n",
      "W - National HRU 92338 tiff empty, finding index value at centroid\n",
      "W - National HRU 92343 tiff missing, finding index value at centroid\n",
      "W - National HRU 92345 tiff missing, finding index value at centroid\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "W - National HRU 92354 tiff missing, finding index value at centroid\n",
      "W - National HRU 92370 tiff empty, finding index value at centroid\n",
      "W - National HRU 92371 tiff empty, finding index value at centroid\n",
      "W - National HRU 92377 tiff missing, finding index value at centroid\n",
      "W - National HRU 92383 tiff missing, finding index value at centroid\n",
      "W - National HRU 92399 tiff empty, finding index value at centroid\n",
      "W - National HRU 92406 tiff empty, finding index value at centroid\n",
      "W - National HRU 92407 tiff empty, finding index value at centroid\n",
      "W - National HRU 92421 tiff empty, finding index value at centroid\n",
      "W - National HRU 92422 tiff missing, finding index value at centroid\n",
      "W - National HRU 92426 tiff empty, finding index value at centroid\n",
      "W - National HRU 92437 tiff missing, finding index value at centroid\n",
      "W - National HRU 92465 tiff empty, finding index value at centroid\n",
      "W - National HRU 92470 tiff empty, finding index value at centroid\n",
      "W - National HRU 92484 tiff missing, finding index value at centroid\n",
      "W - National HRU 92493 tiff empty, finding index value at centroid\n",
      "W - National HRU 92511 tiff empty, finding index value at centroid\n",
      "W - National HRU 92514 tiff empty, finding index value at centroid\n",
      "W - National HRU 92519 tiff empty, finding index value at centroid\n",
      "W - National HRU 92524 tiff missing, finding index value at centroid\n",
      "W - National HRU 92532 tiff empty, finding index value at centroid\n",
      "W - National HRU 92535 tiff empty, finding index value at centroid\n",
      "W - National HRU 92536 tiff empty, finding index value at centroid\n",
      "W - National HRU 92539 tiff empty, finding index value at centroid\n",
      "W - National HRU 92541 tiff missing, finding index value at centroid\n",
      "W - National HRU 92546 tiff empty, finding index value at centroid\n",
      "W - National HRU 92566 tiff missing, finding index value at centroid\n",
      "W - National HRU 92572 tiff empty, finding index value at centroid\n",
      "W - National HRU 92574 tiff missing, finding index value at centroid\n",
      "W - National HRU 92577 tiff missing, finding index value at centroid\n",
      "W - National HRU 92595 tiff empty, finding index value at centroid\n",
      "W - National HRU 92600 tiff empty, finding index value at centroid\n",
      "W - National HRU 92601 tiff empty, finding index value at centroid\n",
      "W - National HRU 92603 tiff empty, finding index value at centroid\n",
      "W - National HRU 92609 tiff empty, finding index value at centroid\n",
      "W - National HRU 92611 tiff empty, finding index value at centroid\n",
      "W - National HRU 92633 tiff empty, finding index value at centroid\n",
      "W - National HRU 92635 tiff missing, finding index value at centroid\n",
      "W - National HRU 92663 tiff missing, finding index value at centroid\n",
      "W - National HRU 92694 tiff empty, finding index value at centroid\n",
      "W - National HRU 92696 tiff empty, finding index value at centroid\n",
      "W - National HRU 92710 tiff empty, finding index value at centroid\n",
      "W - National HRU 92887 tiff missing, finding index value at centroid\n",
      "W - National HRU 92888 tiff empty, finding index value at centroid\n",
      "W - National HRU 92951 tiff missing, finding index value at centroid\n",
      "W - National HRU 92954 tiff empty, finding index value at centroid\n",
      "W - National HRU 93011 tiff empty, finding index value at centroid\n",
      "S - Writing contribution data to: ./data/NLDASv2_huc_16_cell_contrib.pcl\n",
      "S - 16 Complete!\n",
      "S - Starting Region: 17!\n",
      "S - Using input shapefile: ./data/nhrus/clean_AEA/nhru_17_clean.shp\n",
      "S - Using index raster: ./data/NLDASv2_idx_125.tiff\n",
      "W - National HRU 93017 tiff empty, finding index value at centroid\n",
      "W - National HRU 93021 tiff missing, finding index value at centroid\n",
      "W - National HRU 93030 tiff empty, finding index value at centroid\n",
      "W - National HRU 93067 tiff missing, finding index value at centroid\n",
      "W - National HRU 93069 tiff missing, finding index value at centroid\n",
      "W - National HRU 93115 tiff empty, finding index value at centroid\n",
      "W - National HRU 93116 tiff missing, finding index value at centroid\n",
      "W - National HRU 93178 tiff missing, finding index value at centroid\n",
      "W - National HRU 93226 tiff empty, finding index value at centroid\n",
      "W - National HRU 93281 tiff empty, finding index value at centroid\n",
      "W - National HRU 93343 tiff empty, finding index value at centroid\n",
      "W - National HRU 93373 tiff empty, finding index value at centroid\n",
      "W - National HRU 93376 tiff empty, finding index value at centroid\n",
      "W - National HRU 93400 tiff missing, finding index value at centroid\n",
      "W - National HRU 93406 tiff missing, finding index value at centroid\n",
      "W - National HRU 93415 tiff empty, finding index value at centroid\n",
      "W - National HRU 93437 tiff missing, finding index value at centroid\n",
      "W - National HRU 93448 tiff empty, finding index value at centroid\n",
      "W - National HRU 93454 tiff empty, finding index value at centroid\n",
      "W - National HRU 93470 tiff empty, finding index value at centroid\n",
      "W - National HRU 93471 tiff empty, finding index value at centroid\n",
      "W - National HRU 93490 tiff empty, finding index value at centroid\n",
      "W - National HRU 93508 tiff empty, finding index value at centroid\n",
      "W - National HRU 93511 tiff empty, finding index value at centroid\n",
      "W - National HRU 93523 tiff missing, finding index value at centroid\n",
      "W - National HRU 93532 tiff empty, finding index value at centroid\n",
      "W - National HRU 93533 tiff empty, finding index value at centroid\n",
      "W - National HRU 93548 tiff empty, finding index value at centroid\n",
      "W - National HRU 93561 tiff empty, finding index value at centroid\n",
      "W - National HRU 93564 tiff empty, finding index value at centroid\n",
      "W - National HRU 93573 tiff missing, finding index value at centroid\n",
      "W - National HRU 93583 tiff empty, finding index value at centroid\n",
      "W - National HRU 93597 tiff empty, finding index value at centroid\n",
      "W - National HRU 93641 tiff empty, finding index value at centroid\n",
      "W - National HRU 93651 tiff empty, finding index value at centroid\n",
      "W - National HRU 93669 tiff missing, finding index value at centroid\n",
      "W - National HRU 93681 tiff empty, finding index value at centroid\n",
      "W - National HRU 93688 tiff empty, finding index value at centroid\n",
      "W - National HRU 93712 tiff empty, finding index value at centroid\n",
      "W - National HRU 93719 tiff missing, finding index value at centroid\n",
      "W - National HRU 93740 tiff missing, finding index value at centroid\n",
      "W - National HRU 93752 tiff missing, finding index value at centroid\n",
      "W - National HRU 93758 tiff missing, finding index value at centroid\n",
      "W - National HRU 93761 tiff missing, finding index value at centroid\n",
      "W - National HRU 93779 tiff empty, finding index value at centroid\n",
      "W - National HRU 93782 tiff missing, finding index value at centroid\n",
      "W - National HRU 93796 tiff empty, finding index value at centroid\n",
      "W - National HRU 93816 tiff missing, finding index value at centroid\n",
      "W - National HRU 93836 tiff missing, finding index value at centroid\n",
      "W - National HRU 93848 tiff missing, finding index value at centroid\n",
      "W - National HRU 93853 tiff empty, finding index value at centroid\n",
      "W - National HRU 93858 tiff missing, finding index value at centroid\n",
      "W - National HRU 93907 tiff missing, finding index value at centroid\n",
      "W - National HRU 93908 tiff missing, finding index value at centroid\n",
      "W - National HRU 93912 tiff missing, finding index value at centroid\n",
      "W - National HRU 93920 tiff empty, finding index value at centroid\n",
      "W - National HRU 93926 tiff empty, finding index value at centroid\n",
      "W - National HRU 93927 tiff missing, finding index value at centroid\n",
      "W - National HRU 93929 tiff empty, finding index value at centroid\n",
      "W - National HRU 93935 tiff empty, finding index value at centroid\n",
      "W - National HRU 93953 tiff missing, finding index value at centroid\n",
      "W - National HRU 94010 tiff empty, finding index value at centroid\n",
      "W - National HRU 94035 tiff empty, finding index value at centroid\n",
      "W - National HRU 94040 tiff missing, finding index value at centroid\n",
      "W - National HRU 94053 tiff empty, finding index value at centroid\n",
      "W - National HRU 94070 tiff empty, finding index value at centroid\n",
      "W - National HRU 94076 tiff empty, finding index value at centroid\n",
      "W - National HRU 94089 tiff missing, finding index value at centroid\n",
      "W - National HRU 94094 tiff empty, finding index value at centroid\n",
      "W - National HRU 94106 tiff empty, finding index value at centroid\n",
      "W - National HRU 94165 tiff missing, finding index value at centroid\n",
      "W - National HRU 94177 tiff empty, finding index value at centroid\n",
      "W - National HRU 94178 tiff missing, finding index value at centroid\n",
      "W - National HRU 94189 tiff empty, finding index value at centroid\n",
      "W - National HRU 94196 tiff empty, finding index value at centroid\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "W - National HRU 94226 tiff missing, finding index value at centroid\n",
      "W - National HRU 94242 tiff missing, finding index value at centroid\n",
      "W - National HRU 94287 tiff empty, finding index value at centroid\n",
      "W - National HRU 94319 tiff empty, finding index value at centroid\n",
      "W - National HRU 94324 tiff missing, finding index value at centroid\n",
      "W - National HRU 94330 tiff missing, finding index value at centroid\n",
      "W - National HRU 94358 tiff missing, finding index value at centroid\n",
      "W - National HRU 94371 tiff empty, finding index value at centroid\n",
      "W - National HRU 94385 tiff missing, finding index value at centroid\n",
      "W - National HRU 94386 tiff empty, finding index value at centroid\n",
      "W - National HRU 94388 tiff empty, finding index value at centroid\n",
      "W - National HRU 94409 tiff empty, finding index value at centroid\n",
      "W - National HRU 94419 tiff empty, finding index value at centroid\n",
      "W - National HRU 94434 tiff missing, finding index value at centroid\n",
      "W - National HRU 94435 tiff missing, finding index value at centroid\n",
      "W - National HRU 94436 tiff empty, finding index value at centroid\n",
      "W - National HRU 94442 tiff missing, finding index value at centroid\n",
      "W - National HRU 94455 tiff empty, finding index value at centroid\n",
      "W - National HRU 94465 tiff empty, finding index value at centroid\n",
      "W - National HRU 94469 tiff empty, finding index value at centroid\n",
      "W - National HRU 94475 tiff missing, finding index value at centroid\n",
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      "W - National HRU 94483 tiff missing, finding index value at centroid\n",
      "W - National HRU 94485 tiff empty, finding index value at centroid\n",
      "W - National HRU 94488 tiff empty, finding index value at centroid\n",
      "W - National HRU 94490 tiff missing, finding index value at centroid\n",
      "W - National HRU 94499 tiff missing, finding index value at centroid\n",
      "W - National HRU 94525 tiff empty, finding index value at centroid\n",
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      "W - National HRU 94548 tiff missing, finding index value at centroid\n",
      "W - National HRU 94550 tiff missing, finding index value at centroid\n",
      "W - National HRU 94553 tiff empty, finding index value at centroid\n",
      "W - National HRU 94556 tiff empty, finding index value at centroid\n",
      "W - National HRU 94560 tiff empty, finding index value at centroid\n",
      "W - National HRU 94569 tiff empty, finding index value at centroid\n",
      "W - National HRU 94570 tiff missing, finding index value at centroid\n",
      "W - National HRU 94589 tiff empty, finding index value at centroid\n",
      "W - National HRU 94591 tiff empty, finding index value at centroid\n",
      "W - National HRU 94620 tiff empty, finding index value at centroid\n",
      "W - National HRU 94650 tiff empty, finding index value at centroid\n",
      "W - National HRU 94657 tiff missing, finding index value at centroid\n",
      "W - National HRU 94664 tiff missing, finding index value at centroid\n",
      "W - National HRU 94666 tiff missing, finding index value at centroid\n",
      "W - National HRU 94678 tiff empty, finding index value at centroid\n",
      "W - National HRU 94679 tiff empty, finding index value at centroid\n",
      "W - National HRU 94775 tiff empty, finding index value at centroid\n",
      "W - National HRU 94815 tiff empty, finding index value at centroid\n",
      "W - National HRU 94831 tiff empty, finding index value at centroid\n",
      "W - National HRU 94835 tiff empty, finding index value at centroid\n",
      "W - National HRU 94969 tiff empty, finding index value at centroid\n",
      "W - National HRU 94990 tiff empty, finding index value at centroid\n",
      "W - National HRU 95036 tiff empty, finding index value at centroid\n",
      "W - National HRU 95168 tiff missing, finding index value at centroid\n",
      "W - National HRU 95223 tiff missing, finding index value at centroid\n",
      "W - National HRU 95230 tiff missing, finding index value at centroid\n",
      "W - National HRU 95245 tiff empty, finding index value at centroid\n",
      "W - National HRU 95270 tiff empty, finding index value at centroid\n",
      "W - National HRU 95279 tiff missing, finding index value at centroid\n",
      "W - National HRU 95281 tiff empty, finding index value at centroid\n",
      "W - National HRU 95293 tiff empty, finding index value at centroid\n",
      "W - National HRU 95297 tiff empty, finding index value at centroid\n",
      "W - National HRU 95322 tiff missing, finding index value at centroid\n",
      "W - National HRU 95325 tiff empty, finding index value at centroid\n",
      "W - National HRU 95351 tiff empty, finding index value at centroid\n",
      "W - National HRU 95354 tiff empty, finding index value at centroid\n",
      "W - National HRU 95357 tiff missing, finding index value at centroid\n",
      "W - National HRU 95359 tiff empty, finding index value at centroid\n",
      "W - National HRU 95360 tiff empty, finding index value at centroid\n",
      "W - National HRU 95361 tiff empty, finding index value at centroid\n",
      "W - National HRU 95384 tiff empty, finding index value at centroid\n",
      "W - National HRU 95388 tiff empty, finding index value at centroid\n",
      "W - National HRU 95392 tiff empty, finding index value at centroid\n",
      "W - National HRU 95404 tiff missing, finding index value at centroid\n",
      "W - National HRU 95411 tiff empty, finding index value at centroid\n",
      "W - National HRU 95437 tiff missing, finding index value at centroid\n",
      "W - National HRU 95457 tiff missing, finding index value at centroid\n",
      "W - National HRU 95458 tiff missing, finding index value at centroid\n",
      "W - National HRU 95462 tiff empty, finding index value at centroid\n",
      "W - National HRU 95493 tiff empty, finding index value at centroid\n",
      "W - National HRU 95494 tiff missing, finding index value at centroid\n",
      "W - National HRU 95497 tiff missing, finding index value at centroid\n",
      "W - National HRU 95508 tiff missing, finding index value at centroid\n",
      "W - National HRU 95510 tiff missing, finding index value at centroid\n",
      "W - National HRU 95524 tiff empty, finding index value at centroid\n",
      "W - National HRU 95539 tiff empty, finding index value at centroid\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "W - National HRU 100847 tiff empty, finding index value at centroid\n",
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      "W - National HRU 101144 tiff empty, finding index value at centroid\n",
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      "W - National HRU 101458 tiff empty, finding index value at centroid\n",
      "W - National HRU 101463 tiff empty, finding index value at centroid\n",
      "W - National HRU 101476 tiff empty, finding index value at centroid\n",
      "W - National HRU 101491 tiff empty, finding index value at centroid\n",
      "W - National HRU 101516 tiff empty, finding index value at centroid\n",
      "W - National HRU 101517 tiff empty, finding index value at centroid\n",
      "W - National HRU 101518 tiff empty, finding index value at centroid\n",
      "W - National HRU 101526 tiff missing, finding index value at centroid\n",
      "W - National HRU 101533 tiff empty, finding index value at centroid\n",
      "W - National HRU 101534 tiff empty, finding index value at centroid\n",
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      "W - National HRU 101543 tiff empty, finding index value at centroid\n",
      "W - National HRU 101545 tiff empty, finding index value at centroid\n",
      "W - National HRU 101554 tiff empty, finding index value at centroid\n",
      "W - National HRU 101566 tiff empty, finding index value at centroid\n",
      "W - National HRU 101569 tiff empty, finding index value at centroid\n",
      "W - National HRU 101574 tiff missing, finding index value at centroid\n",
      "W - National HRU 101579 tiff empty, finding index value at centroid\n",
      "W - National HRU 101603 tiff missing, finding index value at centroid\n",
      "W - National HRU 101614 tiff empty, finding index value at centroid\n",
      "W - National HRU 101623 tiff missing, finding index value at centroid\n",
      "W - National HRU 101625 tiff empty, finding index value at centroid\n",
      "W - National HRU 101649 tiff empty, finding index value at centroid\n",
      "W - National HRU 101660 tiff missing, finding index value at centroid\n",
      "W - National HRU 101662 tiff empty, finding index value at centroid\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "W - National HRU 101674 tiff empty, finding index value at centroid\n",
      "W - National HRU 101678 tiff empty, finding index value at centroid\n",
      "W - National HRU 101686 tiff empty, finding index value at centroid\n",
      "W - National HRU 101687 tiff empty, finding index value at centroid\n",
      "W - National HRU 101697 tiff empty, finding index value at centroid\n",
      "W - National HRU 101700 tiff empty, finding index value at centroid\n",
      "W - National HRU 101702 tiff empty, finding index value at centroid\n",
      "W - National HRU 101717 tiff missing, finding index value at centroid\n",
      "W - National HRU 101719 tiff empty, finding index value at centroid\n",
      "W - National HRU 101720 tiff missing, finding index value at centroid\n",
      "W - National HRU 101727 tiff empty, finding index value at centroid\n",
      "W - National HRU 101728 tiff missing, finding index value at centroid\n",
      "W - National HRU 101736 tiff empty, finding index value at centroid\n",
      "W - National HRU 101737 tiff missing, finding index value at centroid\n",
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      "W - National HRU 101763 tiff empty, finding index value at centroid\n",
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      "W - National HRU 101797 tiff empty, finding index value at centroid\n",
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      "W - National HRU 101953 tiff missing, finding index value at centroid\n",
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      "W - National HRU 101998 tiff empty, finding index value at centroid\n",
      "W - National HRU 102010 tiff empty, finding index value at centroid\n",
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      "W - National HRU 102162 tiff empty, finding index value at centroid\n",
      "W - National HRU 102163 tiff empty, finding index value at centroid\n",
      "W - National HRU 102169 tiff empty, finding index value at centroid\n",
      "W - National HRU 102179 tiff empty, finding index value at centroid\n",
      "W - National HRU 102180 tiff empty, finding index value at centroid\n",
      "W - National HRU 102187 tiff empty, finding index value at centroid\n",
      "W - National HRU 102191 tiff empty, finding index value at centroid\n",
      "W - National HRU 102207 tiff empty, finding index value at centroid\n",
      "W - National HRU 102208 tiff empty, finding index value at centroid\n",
      "W - National HRU 102209 tiff empty, finding index value at centroid\n",
      "W - National HRU 102212 tiff empty, finding index value at centroid\n",
      "W - National HRU 102230 tiff missing, finding index value at centroid\n",
      "W - National HRU 102233 tiff empty, finding index value at centroid\n",
      "W - National HRU 102246 tiff empty, finding index value at centroid\n",
      "W - National HRU 102250 tiff empty, finding index value at centroid\n",
      "W - National HRU 102251 tiff empty, finding index value at centroid\n",
      "W - National HRU 102253 tiff missing, finding index value at centroid\n",
      "W - National HRU 102256 tiff empty, finding index value at centroid\n",
      "W - National HRU 102261 tiff empty, finding index value at centroid\n",
      "W - National HRU 102264 tiff missing, finding index value at centroid\n",
      "W - National HRU 102268 tiff empty, finding index value at centroid\n",
      "W - National HRU 102271 tiff missing, finding index value at centroid\n",
      "W - National HRU 102279 tiff empty, finding index value at centroid\n",
      "W - National HRU 102287 tiff empty, finding index value at centroid\n",
      "W - National HRU 102289 tiff missing, finding index value at centroid\n",
      "W - National HRU 102294 tiff empty, finding index value at centroid\n",
      "W - National HRU 102296 tiff empty, finding index value at centroid\n",
      "W - National HRU 102300 tiff empty, finding index value at centroid\n",
      "W - National HRU 102301 tiff missing, finding index value at centroid\n",
      "W - National HRU 102302 tiff empty, finding index value at centroid\n",
      "W - National HRU 102306 tiff missing, finding index value at centroid\n",
      "W - National HRU 102310 tiff empty, finding index value at centroid\n",
      "W - National HRU 102314 tiff empty, finding index value at centroid\n",
      "W - National HRU 102315 tiff empty, finding index value at centroid\n",
      "W - National HRU 102319 tiff empty, finding index value at centroid\n",
      "W - National HRU 102321 tiff empty, finding index value at centroid\n",
      "W - National HRU 102325 tiff empty, finding index value at centroid\n",
      "W - National HRU 102329 tiff empty, finding index value at centroid\n",
      "W - National HRU 102330 tiff missing, finding index value at centroid\n",
      "W - National HRU 102344 tiff empty, finding index value at centroid\n",
      "W - National HRU 102349 tiff empty, finding index value at centroid\n",
      "W - National HRU 102370 tiff empty, finding index value at centroid\n",
      "W - National HRU 102379 tiff empty, finding index value at centroid\n",
      "W - National HRU 102427 tiff empty, finding index value at centroid\n",
      "W - National HRU 102471 tiff missing, finding index value at centroid\n",
      "W - National HRU 102476 tiff empty, finding index value at centroid\n",
      "W - National HRU 102478 tiff empty, finding index value at centroid\n",
      "W - National HRU 102489 tiff empty, finding index value at centroid\n",
      "W - National HRU 102493 tiff missing, finding index value at centroid\n",
      "W - National HRU 102496 tiff empty, finding index value at centroid\n",
      "W - National HRU 102516 tiff empty, finding index value at centroid\n",
      "W - National HRU 102536 tiff missing, finding index value at centroid\n",
      "W - National HRU 102541 tiff empty, finding index value at centroid\n",
      "W - National HRU 102578 tiff empty, finding index value at centroid\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "W - National HRU 102606 tiff empty, finding index value at centroid\n",
      "W - National HRU 102641 tiff empty, finding index value at centroid\n",
      "W - National HRU 102642 tiff empty, finding index value at centroid\n",
      "W - National HRU 102652 tiff missing, finding index value at centroid\n",
      "W - National HRU 102653 tiff empty, finding index value at centroid\n",
      "W - National HRU 102664 tiff missing, finding index value at centroid\n",
      "W - National HRU 102667 tiff empty, finding index value at centroid\n",
      "W - National HRU 102690 tiff empty, finding index value at centroid\n",
      "W - National HRU 102694 tiff empty, finding index value at centroid\n",
      "W - National HRU 102705 tiff empty, finding index value at centroid\n",
      "W - National HRU 102766 tiff empty, finding index value at centroid\n",
      "W - National HRU 102782 tiff empty, finding index value at centroid\n",
      "W - National HRU 102816 tiff empty, finding index value at centroid\n",
      "W - National HRU 102853 tiff missing, finding index value at centroid\n",
      "W - National HRU 102868 tiff missing, finding index value at centroid\n",
      "W - National HRU 102870 tiff empty, finding index value at centroid\n",
      "W - National HRU 102881 tiff empty, finding index value at centroid\n",
      "W - National HRU 102916 tiff empty, finding index value at centroid\n",
      "W - National HRU 102946 tiff missing, finding index value at centroid\n",
      "W - National HRU 103005 tiff empty, finding index value at centroid\n",
      "W - National HRU 103033 tiff empty, finding index value at centroid\n",
      "W - National HRU 103071 tiff missing, finding index value at centroid\n",
      "W - National HRU 103082 tiff empty, finding index value at centroid\n",
      "W - National HRU 103111 tiff empty, finding index value at centroid\n",
      "W - National HRU 103116 tiff empty, finding index value at centroid\n",
      "W - National HRU 103154 tiff empty, finding index value at centroid\n",
      "W - National HRU 103176 tiff empty, finding index value at centroid\n",
      "W - National HRU 103183 tiff empty, finding index value at centroid\n",
      "W - National HRU 103185 tiff empty, finding index value at centroid\n",
      "W - National HRU 103190 tiff empty, finding index value at centroid\n",
      "W - National HRU 103198 tiff empty, finding index value at centroid\n",
      "W - National HRU 103212 tiff empty, finding index value at centroid\n",
      "W - National HRU 103214 tiff empty, finding index value at centroid\n",
      "W - National HRU 103216 tiff empty, finding index value at centroid\n",
      "W - National HRU 103231 tiff empty, finding index value at centroid\n",
      "W - National HRU 103252 tiff empty, finding index value at centroid\n",
      "W - National HRU 103259 tiff empty, finding index value at centroid\n",
      "W - National HRU 103262 tiff empty, finding index value at centroid\n",
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      "W - National HRU 103333 tiff missing, finding index value at centroid\n",
      "W - National HRU 103342 tiff empty, finding index value at centroid\n",
      "W - National HRU 103343 tiff missing, finding index value at centroid\n",
      "W - National HRU 103379 tiff empty, finding index value at centroid\n",
      "W - National HRU 103399 tiff empty, finding index value at centroid\n",
      "W - National HRU 103406 tiff empty, finding index value at centroid\n",
      "W - National HRU 103417 tiff empty, finding index value at centroid\n",
      "W - National HRU 103424 tiff missing, finding index value at centroid\n",
      "W - National HRU 103426 tiff empty, finding index value at centroid\n",
      "W - National HRU 103432 tiff empty, finding index value at centroid\n",
      "W - National HRU 103437 tiff missing, finding index value at centroid\n",
      "W - National HRU 103454 tiff empty, finding index value at centroid\n",
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      "W - National HRU 103492 tiff missing, finding index value at centroid\n",
      "W - National HRU 103496 tiff empty, finding index value at centroid\n",
      "W - National HRU 103511 tiff empty, finding index value at centroid\n",
      "W - National HRU 103512 tiff empty, finding index value at centroid\n",
      "W - National HRU 103515 tiff empty, finding index value at centroid\n",
      "W - National HRU 103519 tiff empty, finding index value at centroid\n",
      "W - National HRU 103547 tiff empty, finding index value at centroid\n",
      "W - National HRU 103551 tiff empty, finding index value at centroid\n",
      "W - National HRU 103562 tiff empty, finding index value at centroid\n",
      "W - National HRU 103563 tiff missing, finding index value at centroid\n",
      "W - National HRU 103573 tiff empty, finding index value at centroid\n",
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      "W - National HRU 103577 tiff empty, finding index value at centroid\n",
      "W - National HRU 103606 tiff missing, finding index value at centroid\n",
      "W - National HRU 103617 tiff empty, finding index value at centroid\n",
      "W - National HRU 103641 tiff empty, finding index value at centroid\n",
      "W - National HRU 103644 tiff empty, finding index value at centroid\n",
      "W - National HRU 103660 tiff empty, finding index value at centroid\n",
      "W - National HRU 103669 tiff empty, finding index value at centroid\n",
      "W - National HRU 103675 tiff empty, finding index value at centroid\n",
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      "W - National HRU 103707 tiff empty, finding index value at centroid\n",
      "W - National HRU 103708 tiff empty, finding index value at centroid\n",
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      "W - National HRU 103716 tiff empty, finding index value at centroid\n",
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      "W - National HRU 103734 tiff empty, finding index value at centroid\n",
      "W - National HRU 103735 tiff empty, finding index value at centroid\n",
      "W - National HRU 103740 tiff missing, finding index value at centroid\n",
      "W - National HRU 103743 tiff empty, finding index value at centroid\n",
      "W - National HRU 103746 tiff empty, finding index value at centroid\n",
      "W - National HRU 103748 tiff empty, finding index value at centroid\n",
      "W - National HRU 103750 tiff empty, finding index value at centroid\n",
      "W - National HRU 103762 tiff empty, finding index value at centroid\n",
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      "W - National HRU 103784 tiff empty, finding index value at centroid\n",
      "W - National HRU 103786 tiff empty, finding index value at centroid\n",
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      "W - National HRU 103790 tiff missing, finding index value at centroid\n",
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      "W - National HRU 103799 tiff empty, finding index value at centroid\n",
      "W - National HRU 103804 tiff empty, finding index value at centroid\n",
      "W - National HRU 103805 tiff empty, finding index value at centroid\n",
      "W - National HRU 103811 tiff empty, finding index value at centroid\n",
      "W - National HRU 103822 tiff empty, finding index value at centroid\n",
      "W - National HRU 103828 tiff empty, finding index value at centroid\n",
      "W - National HRU 103830 tiff empty, finding index value at centroid\n",
      "W - National HRU 103831 tiff empty, finding index value at centroid\n",
      "W - National HRU 103850 tiff empty, finding index value at centroid\n",
      "W - National HRU 103854 tiff empty, finding index value at centroid\n",
      "W - National HRU 103867 tiff empty, finding index value at centroid\n",
      "W - National HRU 103868 tiff missing, finding index value at centroid\n",
      "W - National HRU 103869 tiff empty, finding index value at centroid\n",
      "W - National HRU 103874 tiff empty, finding index value at centroid\n",
      "W - National HRU 103884 tiff empty, finding index value at centroid\n",
      "W - National HRU 103887 tiff empty, finding index value at centroid\n",
      "W - National HRU 103890 tiff empty, finding index value at centroid\n",
      "W - National HRU 103946 tiff empty, finding index value at centroid\n",
      "W - National HRU 103977 tiff empty, finding index value at centroid\n",
      "W - National HRU 103987 tiff empty, finding index value at centroid\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "W - National HRU 104043 tiff empty, finding index value at centroid\n",
      "W - National HRU 104092 tiff empty, finding index value at centroid\n",
      "W - National HRU 104093 tiff empty, finding index value at centroid\n",
      "S - Writing contribution data to: ./data/NLDASv2_huc_17_cell_contrib.pcl\n",
      "S - 17 Complete!\n",
      "S - Starting Region: 18!\n",
      "S - Using input shapefile: ./data/nhrus/clean_AEA/nhru_18_clean.shp\n",
      "S - Using index raster: ./data/NLDASv2_idx_125.tiff\n",
      "W - National HRU 104141 tiff empty, finding index value at centroid\n",
      "W - National HRU 104149 tiff empty, finding index value at centroid\n",
      "W - National HRU 104151 tiff missing, finding index value at centroid\n",
      "W - National HRU 104183 tiff missing, finding index value at centroid\n",
      "W - National HRU 104190 tiff empty, finding index value at centroid\n",
      "W - National HRU 104224 tiff empty, finding index value at centroid\n",
      "W - National HRU 104232 tiff missing, finding index value at centroid\n",
      "W - National HRU 104234 tiff empty, finding index value at centroid\n",
      "W - National HRU 104243 tiff missing, finding index value at centroid\n",
      "W - National HRU 104251 tiff empty, finding index value at centroid\n",
      "W - National HRU 104256 tiff empty, finding index value at centroid\n",
      "W - National HRU 104260 tiff empty, finding index value at centroid\n",
      "W - National HRU 104267 tiff empty, finding index value at centroid\n",
      "W - National HRU 104268 tiff missing, finding index value at centroid\n",
      "W - National HRU 104281 tiff empty, finding index value at centroid\n",
      "W - National HRU 104311 tiff missing, finding index value at centroid\n",
      "W - National HRU 104312 tiff empty, finding index value at centroid\n",
      "W - National HRU 104316 tiff empty, finding index value at centroid\n",
      "W - National HRU 104331 tiff empty, finding index value at centroid\n",
      "W - National HRU 104345 tiff empty, finding index value at centroid\n",
      "W - National HRU 104347 tiff missing, finding index value at centroid\n",
      "W - National HRU 104360 tiff missing, finding index value at centroid\n",
      "W - National HRU 104364 tiff missing, finding index value at centroid\n",
      "W - National HRU 104365 tiff empty, finding index value at centroid\n",
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      "W - National HRU 104387 tiff missing, finding index value at centroid\n",
      "W - National HRU 104467 tiff empty, finding index value at centroid\n",
      "W - National HRU 104472 tiff missing, finding index value at centroid\n",
      "W - National HRU 104473 tiff empty, finding index value at centroid\n",
      "W - National HRU 104477 tiff empty, finding index value at centroid\n",
      "W - National HRU 104500 tiff empty, finding index value at centroid\n",
      "W - National HRU 104502 tiff empty, finding index value at centroid\n",
      "W - National HRU 104505 tiff empty, finding index value at centroid\n",
      "W - National HRU 104507 tiff missing, finding index value at centroid\n",
      "W - National HRU 104509 tiff empty, finding index value at centroid\n",
      "W - National HRU 104512 tiff empty, finding index value at centroid\n",
      "W - National HRU 104522 tiff missing, finding index value at centroid\n",
      "W - National HRU 104528 tiff missing, finding index value at centroid\n",
      "W - National HRU 104537 tiff empty, finding index value at centroid\n",
      "W - National HRU 104545 tiff empty, finding index value at centroid\n",
      "W - National HRU 104558 tiff empty, finding index value at centroid\n",
      "W - National HRU 104586 tiff empty, finding index value at centroid\n",
      "W - National HRU 104587 tiff empty, finding index value at centroid\n",
      "W - National HRU 104607 tiff empty, finding index value at centroid\n",
      "W - National HRU 104609 tiff empty, finding index value at centroid\n",
      "W - National HRU 104613 tiff empty, finding index value at centroid\n",
      "W - National HRU 104617 tiff empty, finding index value at centroid\n",
      "W - National HRU 104622 tiff empty, finding index value at centroid\n",
      "W - National HRU 104632 tiff empty, finding index value at centroid\n",
      "W - National HRU 104637 tiff missing, finding index value at centroid\n",
      "W - National HRU 104640 tiff missing, finding index value at centroid\n",
      "W - National HRU 104645 tiff empty, finding index value at centroid\n",
      "W - National HRU 104658 tiff empty, finding index value at centroid\n",
      "W - National HRU 104663 tiff empty, finding index value at centroid\n",
      "W - National HRU 104723 tiff empty, finding index value at centroid\n",
      "W - National HRU 104734 tiff missing, finding index value at centroid\n",
      "W - National HRU 104738 tiff missing, finding index value at centroid\n",
      "W - National HRU 104808 tiff empty, finding index value at centroid\n",
      "W - National HRU 104822 tiff empty, finding index value at centroid\n",
      "W - National HRU 104823 tiff missing, finding index value at centroid\n",
      "W - National HRU 104827 tiff empty, finding index value at centroid\n",
      "W - National HRU 104831 tiff empty, finding index value at centroid\n",
      "W - National HRU 104837 tiff empty, finding index value at centroid\n",
      "W - National HRU 104847 tiff missing, finding index value at centroid\n",
      "W - National HRU 104852 tiff empty, finding index value at centroid\n",
      "W - National HRU 104869 tiff empty, finding index value at centroid\n",
      "W - National HRU 104870 tiff empty, finding index value at centroid\n",
      "W - National HRU 104881 tiff empty, finding index value at centroid\n",
      "W - National HRU 104884 tiff empty, finding index value at centroid\n",
      "W - National HRU 104887 tiff missing, finding index value at centroid\n",
      "W - National HRU 104890 tiff empty, finding index value at centroid\n",
      "W - National HRU 104893 tiff missing, finding index value at centroid\n",
      "W - National HRU 104912 tiff empty, finding index value at centroid\n",
      "W - National HRU 104926 tiff empty, finding index value at centroid\n",
      "W - National HRU 104929 tiff missing, finding index value at centroid\n",
      "W - National HRU 104932 tiff missing, finding index value at centroid\n",
      "W - National HRU 104940 tiff empty, finding index value at centroid\n",
      "W - National HRU 104949 tiff missing, finding index value at centroid\n",
      "W - National HRU 104980 tiff empty, finding index value at centroid\n",
      "W - National HRU 104983 tiff missing, finding index value at centroid\n",
      "W - National HRU 104991 tiff empty, finding index value at centroid\n",
      "W - National HRU 105021 tiff missing, finding index value at centroid\n",
      "W - National HRU 105036 tiff missing, finding index value at centroid\n",
      "W - National HRU 105048 tiff missing, finding index value at centroid\n",
      "W - National HRU 105051 tiff empty, finding index value at centroid\n",
      "W - National HRU 105128 tiff empty, finding index value at centroid\n",
      "W - National HRU 105129 tiff empty, finding index value at centroid\n",
      "W - National HRU 105130 tiff empty, finding index value at centroid\n",
      "W - National HRU 105133 tiff empty, finding index value at centroid\n",
      "W - National HRU 105135 tiff missing, finding index value at centroid\n",
      "W - National HRU 105138 tiff empty, finding index value at centroid\n",
      "W - National HRU 105140 tiff missing, finding index value at centroid\n",
      "W - National HRU 105155 tiff missing, finding index value at centroid\n",
      "W - National HRU 105164 tiff missing, finding index value at centroid\n",
      "W - National HRU 105171 tiff empty, finding index value at centroid\n",
      "W - National HRU 105192 tiff empty, finding index value at centroid\n",
      "W - National HRU 105211 tiff missing, finding index value at centroid\n",
      "W - National HRU 105217 tiff missing, finding index value at centroid\n",
      "W - National HRU 105220 tiff empty, finding index value at centroid\n",
      "W - National HRU 105235 tiff missing, finding index value at centroid\n",
      "W - National HRU 105251 tiff empty, finding index value at centroid\n",
      "W - National HRU 105252 tiff empty, finding index value at centroid\n",
      "W - National HRU 105254 tiff empty, finding index value at centroid\n",
      "W - National HRU 105257 tiff empty, finding index value at centroid\n",
      "W - National HRU 105295 tiff empty, finding index value at centroid\n",
      "W - National HRU 105324 tiff empty, finding index value at centroid\n",
      "W - National HRU 105390 tiff empty, finding index value at centroid\n",
      "W - National HRU 105397 tiff missing, finding index value at centroid\n",
      "W - National HRU 105414 tiff missing, finding index value at centroid\n",
      "W - National HRU 105417 tiff missing, finding index value at centroid\n",
      "W - National HRU 105418 tiff missing, finding index value at centroid\n",
      "W - National HRU 105431 tiff missing, finding index value at centroid\n",
      "W - National HRU 105435 tiff missing, finding index value at centroid\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "W - National HRU 105482 tiff empty, finding index value at centroid\n",
      "W - National HRU 105523 tiff empty, finding index value at centroid\n",
      "W - National HRU 105524 tiff empty, finding index value at centroid\n",
      "W - National HRU 105536 tiff missing, finding index value at centroid\n",
      "W - National HRU 105708 tiff missing, finding index value at centroid\n",
      "W - National HRU 105770 tiff empty, finding index value at centroid\n",
      "W - National HRU 105775 tiff empty, finding index value at centroid\n",
      "W - National HRU 105827 tiff missing, finding index value at centroid\n",
      "W - National HRU 105832 tiff empty, finding index value at centroid\n",
      "W - National HRU 105833 tiff empty, finding index value at centroid\n",
      "W - National HRU 105858 tiff missing, finding index value at centroid\n",
      "W - National HRU 105859 tiff empty, finding index value at centroid\n",
      "W - National HRU 105911 tiff missing, finding index value at centroid\n",
      "W - National HRU 105943 tiff empty, finding index value at centroid\n",
      "W - National HRU 105953 tiff missing, finding index value at centroid\n",
      "W - National HRU 105954 tiff empty, finding index value at centroid\n",
      "W - National HRU 105962 tiff missing, finding index value at centroid\n",
      "W - National HRU 105970 tiff empty, finding index value at centroid\n",
      "W - National HRU 105971 tiff missing, finding index value at centroid\n",
      "W - National HRU 105977 tiff empty, finding index value at centroid\n",
      "W - National HRU 105978 tiff empty, finding index value at centroid\n",
      "W - National HRU 105990 tiff missing, finding index value at centroid\n",
      "W - National HRU 105992 tiff empty, finding index value at centroid\n",
      "W - National HRU 105993 tiff missing, finding index value at centroid\n",
      "W - National HRU 105995 tiff empty, finding index value at centroid\n",
      "W - National HRU 105998 tiff empty, finding index value at centroid\n",
      "W - National HRU 106005 tiff missing, finding index value at centroid\n",
      "W - National HRU 106008 tiff empty, finding index value at centroid\n",
      "W - National HRU 106009 tiff empty, finding index value at centroid\n",
      "W - National HRU 106010 tiff empty, finding index value at centroid\n",
      "W - National HRU 106012 tiff empty, finding index value at centroid\n",
      "W - National HRU 106020 tiff missing, finding index value at centroid\n",
      "W - National HRU 106040 tiff missing, finding index value at centroid\n",
      "W - National HRU 106064 tiff missing, finding index value at centroid\n",
      "W - National HRU 106072 tiff missing, finding index value at centroid\n",
      "W - National HRU 106077 tiff missing, finding index value at centroid\n",
      "W - National HRU 106079 tiff empty, finding index value at centroid\n",
      "W - National HRU 106081 tiff empty, finding index value at centroid\n",
      "W - National HRU 106095 tiff missing, finding index value at centroid\n",
      "W - National HRU 106096 tiff empty, finding index value at centroid\n",
      "W - National HRU 106125 tiff empty, finding index value at centroid\n",
      "W - National HRU 106150 tiff missing, finding index value at centroid\n",
      "W - National HRU 106157 tiff missing, finding index value at centroid\n",
      "W - National HRU 106165 tiff empty, finding index value at centroid\n",
      "W - National HRU 106167 tiff missing, finding index value at centroid\n",
      "W - National HRU 106175 tiff missing, finding index value at centroid\n",
      "W - National HRU 106176 tiff missing, finding index value at centroid\n",
      "W - National HRU 106182 tiff missing, finding index value at centroid\n",
      "W - National HRU 106187 tiff missing, finding index value at centroid\n",
      "W - National HRU 106188 tiff missing, finding index value at centroid\n",
      "W - National HRU 106195 tiff missing, finding index value at centroid\n",
      "W - National HRU 106230 tiff missing, finding index value at centroid\n",
      "W - National HRU 106234 tiff empty, finding index value at centroid\n",
      "W - National HRU 106250 tiff empty, finding index value at centroid\n",
      "W - National HRU 106253 tiff empty, finding index value at centroid\n",
      "W - National HRU 106271 tiff missing, finding index value at centroid\n",
      "W - National HRU 106273 tiff missing, finding index value at centroid\n",
      "W - National HRU 106302 tiff empty, finding index value at centroid\n",
      "W - National HRU 106303 tiff missing, finding index value at centroid\n",
      "W - National HRU 106306 tiff empty, finding index value at centroid\n",
      "W - National HRU 106322 tiff empty, finding index value at centroid\n",
      "W - National HRU 106326 tiff empty, finding index value at centroid\n",
      "W - National HRU 106335 tiff empty, finding index value at centroid\n",
      "W - National HRU 106354 tiff missing, finding index value at centroid\n",
      "W - National HRU 106366 tiff empty, finding index value at centroid\n",
      "W - National HRU 106371 tiff empty, finding index value at centroid\n",
      "W - National HRU 106378 tiff empty, finding index value at centroid\n",
      "W - National HRU 106408 tiff empty, finding index value at centroid\n",
      "W - National HRU 106417 tiff empty, finding index value at centroid\n",
      "W - National HRU 106446 tiff empty, finding index value at centroid\n",
      "W - National HRU 106474 tiff missing, finding index value at centroid\n",
      "W - National HRU 106488 tiff missing, finding index value at centroid\n",
      "W - National HRU 106496 tiff empty, finding index value at centroid\n",
      "W - National HRU 106523 tiff empty, finding index value at centroid\n",
      "W - National HRU 106537 tiff empty, finding index value at centroid\n",
      "W - National HRU 106570 tiff empty, finding index value at centroid\n",
      "W - National HRU 106575 tiff missing, finding index value at centroid\n",
      "W - National HRU 106597 tiff empty, finding index value at centroid\n",
      "W - National HRU 106605 tiff empty, finding index value at centroid\n",
      "W - National HRU 106608 tiff empty, finding index value at centroid\n",
      "W - National HRU 106619 tiff missing, finding index value at centroid\n",
      "W - National HRU 106622 tiff empty, finding index value at centroid\n",
      "W - National HRU 106623 tiff missing, finding index value at centroid\n",
      "W - National HRU 106656 tiff empty, finding index value at centroid\n",
      "W - National HRU 106680 tiff empty, finding index value at centroid\n",
      "W - National HRU 106690 tiff missing, finding index value at centroid\n",
      "W - National HRU 106720 tiff missing, finding index value at centroid\n",
      "W - National HRU 106725 tiff missing, finding index value at centroid\n",
      "W - National HRU 106748 tiff empty, finding index value at centroid\n",
      "W - National HRU 106763 tiff empty, finding index value at centroid\n",
      "W - National HRU 106765 tiff empty, finding index value at centroid\n",
      "W - National HRU 106770 tiff empty, finding index value at centroid\n",
      "W - National HRU 106779 tiff missing, finding index value at centroid\n",
      "W - National HRU 106787 tiff empty, finding index value at centroid\n",
      "W - National HRU 106796 tiff missing, finding index value at centroid\n",
      "W - National HRU 106885 tiff empty, finding index value at centroid\n",
      "W - National HRU 106894 tiff empty, finding index value at centroid\n",
      "W - National HRU 106897 tiff empty, finding index value at centroid\n",
      "W - National HRU 106958 tiff missing, finding index value at centroid\n",
      "W - National HRU 106960 tiff missing, finding index value at centroid\n",
      "W - National HRU 106965 tiff empty, finding index value at centroid\n",
      "W - National HRU 106973 tiff empty, finding index value at centroid\n",
      "W - National HRU 106978 tiff missing, finding index value at centroid\n",
      "W - National HRU 106999 tiff empty, finding index value at centroid\n",
      "W - National HRU 107003 tiff missing, finding index value at centroid\n",
      "W - National HRU 107020 tiff empty, finding index value at centroid\n",
      "W - National HRU 107025 tiff missing, finding index value at centroid\n",
      "W - National HRU 107043 tiff empty, finding index value at centroid\n",
      "W - National HRU 107052 tiff empty, finding index value at centroid\n",
      "W - National HRU 107069 tiff empty, finding index value at centroid\n",
      "W - National HRU 107079 tiff empty, finding index value at centroid\n",
      "W - National HRU 107092 tiff empty, finding index value at centroid\n",
      "W - National HRU 107118 tiff empty, finding index value at centroid\n",
      "W - National HRU 107119 tiff missing, finding index value at centroid\n",
      "W - National HRU 107128 tiff empty, finding index value at centroid\n",
      "W - National HRU 107129 tiff missing, finding index value at centroid\n",
      "W - National HRU 107140 tiff missing, finding index value at centroid\n",
      "W - National HRU 107145 tiff missing, finding index value at centroid\n",
      "W - National HRU 107146 tiff empty, finding index value at centroid\n",
      "W - National HRU 107153 tiff missing, finding index value at centroid\n",
      "W - National HRU 107159 tiff missing, finding index value at centroid\n",
      "W - National HRU 107160 tiff empty, finding index value at centroid\n",
      "W - National HRU 107161 tiff empty, finding index value at centroid\n",
      "W - National HRU 107166 tiff empty, finding index value at centroid\n",
      "W - National HRU 107174 tiff missing, finding index value at centroid\n",
      "W - National HRU 107183 tiff missing, finding index value at centroid\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "W - National HRU 107188 tiff missing, finding index value at centroid\n",
      "W - National HRU 107205 tiff empty, finding index value at centroid\n",
      "W - National HRU 107206 tiff empty, finding index value at centroid\n",
      "W - National HRU 107212 tiff empty, finding index value at centroid\n",
      "W - National HRU 107247 tiff empty, finding index value at centroid\n",
      "W - National HRU 107263 tiff empty, finding index value at centroid\n",
      "W - National HRU 107268 tiff empty, finding index value at centroid\n",
      "W - National HRU 107296 tiff missing, finding index value at centroid\n",
      "W - National HRU 107322 tiff empty, finding index value at centroid\n",
      "W - National HRU 107324 tiff empty, finding index value at centroid\n",
      "W - National HRU 107329 tiff empty, finding index value at centroid\n",
      "W - National HRU 107335 tiff missing, finding index value at centroid\n",
      "W - National HRU 107338 tiff empty, finding index value at centroid\n",
      "W - National HRU 107343 tiff missing, finding index value at centroid\n",
      "W - National HRU 107352 tiff empty, finding index value at centroid\n",
      "W - National HRU 107355 tiff missing, finding index value at centroid\n",
      "W - National HRU 107358 tiff empty, finding index value at centroid\n",
      "W - National HRU 107359 tiff missing, finding index value at centroid\n",
      "W - National HRU 107361 tiff empty, finding index value at centroid\n",
      "W - National HRU 107381 tiff empty, finding index value at centroid\n",
      "W - National HRU 107383 tiff missing, finding index value at centroid\n",
      "W - National HRU 107386 tiff empty, finding index value at centroid\n",
      "W - National HRU 107398 tiff empty, finding index value at centroid\n",
      "W - National HRU 107399 tiff empty, finding index value at centroid\n",
      "W - National HRU 107400 tiff missing, finding index value at centroid\n",
      "W - National HRU 107417 tiff empty, finding index value at centroid\n",
      "W - National HRU 107422 tiff empty, finding index value at centroid\n",
      "W - National HRU 107437 tiff empty, finding index value at centroid\n",
      "W - National HRU 107447 tiff empty, finding index value at centroid\n",
      "W - National HRU 107453 tiff empty, finding index value at centroid\n",
      "W - National HRU 107469 tiff empty, finding index value at centroid\n",
      "W - National HRU 107514 tiff empty, finding index value at centroid\n",
      "W - National HRU 107545 tiff empty, finding index value at centroid\n",
      "W - National HRU 107554 tiff empty, finding index value at centroid\n",
      "W - National HRU 107570 tiff empty, finding index value at centroid\n",
      "W - National HRU 107571 tiff empty, finding index value at centroid\n",
      "W - National HRU 107576 tiff missing, finding index value at centroid\n",
      "W - National HRU 107601 tiff empty, finding index value at centroid\n",
      "W - National HRU 107605 tiff empty, finding index value at centroid\n",
      "W - National HRU 107616 tiff empty, finding index value at centroid\n",
      "W - National HRU 107628 tiff empty, finding index value at centroid\n",
      "W - National HRU 107629 tiff empty, finding index value at centroid\n",
      "W - National HRU 107633 tiff empty, finding index value at centroid\n",
      "W - National HRU 107638 tiff empty, finding index value at centroid\n",
      "W - National HRU 107647 tiff empty, finding index value at centroid\n",
      "W - National HRU 107648 tiff empty, finding index value at centroid\n",
      "W - National HRU 107650 tiff empty, finding index value at centroid\n",
      "W - National HRU 107661 tiff empty, finding index value at centroid\n",
      "W - National HRU 107698 tiff missing, finding index value at centroid\n",
      "W - National HRU 107720 tiff missing, finding index value at centroid\n",
      "W - National HRU 107733 tiff missing, finding index value at centroid\n",
      "W - National HRU 107764 tiff missing, finding index value at centroid\n",
      "W - National HRU 107765 tiff missing, finding index value at centroid\n",
      "W - National HRU 107807 tiff missing, finding index value at centroid\n",
      "W - National HRU 107813 tiff empty, finding index value at centroid\n",
      "W - National HRU 107816 tiff empty, finding index value at centroid\n",
      "W - National HRU 107824 tiff empty, finding index value at centroid\n",
      "W - National HRU 107843 tiff empty, finding index value at centroid\n",
      "W - National HRU 107844 tiff missing, finding index value at centroid\n",
      "W - National HRU 107860 tiff empty, finding index value at centroid\n",
      "W - National HRU 107873 tiff empty, finding index value at centroid\n",
      "W - National HRU 107897 tiff missing, finding index value at centroid\n",
      "W - National HRU 107908 tiff empty, finding index value at centroid\n",
      "W - National HRU 107909 tiff empty, finding index value at centroid\n",
      "W - National HRU 107931 tiff missing, finding index value at centroid\n",
      "W - National HRU 107941 tiff empty, finding index value at centroid\n",
      "W - National HRU 107951 tiff missing, finding index value at centroid\n",
      "W - National HRU 107961 tiff empty, finding index value at centroid\n",
      "W - National HRU 107964 tiff missing, finding index value at centroid\n",
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      "W - National HRU 107984 tiff missing, finding index value at centroid\n",
      "W - National HRU 107987 tiff empty, finding index value at centroid\n",
      "W - National HRU 107997 tiff empty, finding index value at centroid\n",
      "W - National HRU 108010 tiff missing, finding index value at centroid\n",
      "W - National HRU 108013 tiff empty, finding index value at centroid\n",
      "W - National HRU 108025 tiff missing, finding index value at centroid\n",
      "W - National HRU 108040 tiff empty, finding index value at centroid\n",
      "W - National HRU 108042 tiff missing, finding index value at centroid\n",
      "W - National HRU 108043 tiff missing, finding index value at centroid\n",
      "W - National HRU 108053 tiff empty, finding index value at centroid\n",
      "W - National HRU 108067 tiff empty, finding index value at centroid\n",
      "W - National HRU 108145 tiff missing, finding index value at centroid\n",
      "W - National HRU 108157 tiff empty, finding index value at centroid\n",
      "W - National HRU 108169 tiff empty, finding index value at centroid\n",
      "W - National HRU 108170 tiff empty, finding index value at centroid\n",
      "W - National HRU 108173 tiff empty, finding index value at centroid\n",
      "W - National HRU 108175 tiff missing, finding index value at centroid\n",
      "W - National HRU 108176 tiff empty, finding index value at centroid\n",
      "W - National HRU 108200 tiff empty, finding index value at centroid\n",
      "W - National HRU 108236 tiff empty, finding index value at centroid\n",
      "W - National HRU 108249 tiff missing, finding index value at centroid\n",
      "W - National HRU 108256 tiff missing, finding index value at centroid\n",
      "W - National HRU 108258 tiff empty, finding index value at centroid\n",
      "W - National HRU 108260 tiff missing, finding index value at centroid\n",
      "W - National HRU 108261 tiff missing, finding index value at centroid\n",
      "W - National HRU 108262 tiff empty, finding index value at centroid\n",
      "W - National HRU 108266 tiff empty, finding index value at centroid\n",
      "W - National HRU 108298 tiff missing, finding index value at centroid\n",
      "W - National HRU 108321 tiff missing, finding index value at centroid\n",
      "W - National HRU 108323 tiff empty, finding index value at centroid\n",
      "W - National HRU 108331 tiff empty, finding index value at centroid\n",
      "W - National HRU 108346 tiff empty, finding index value at centroid\n",
      "W - National HRU 108349 tiff missing, finding index value at centroid\n",
      "W - National HRU 108360 tiff empty, finding index value at centroid\n",
      "W - National HRU 108378 tiff empty, finding index value at centroid\n",
      "W - National HRU 108379 tiff missing, finding index value at centroid\n",
      "W - National HRU 108382 tiff empty, finding index value at centroid\n",
      "W - National HRU 108386 tiff empty, finding index value at centroid\n",
      "W - National HRU 108391 tiff missing, finding index value at centroid\n",
      "W - National HRU 108403 tiff missing, finding index value at centroid\n",
      "W - National HRU 108412 tiff missing, finding index value at centroid\n",
      "W - National HRU 108662 tiff empty, finding index value at centroid\n",
      "W - National HRU 108664 tiff empty, finding index value at centroid\n",
      "W - National HRU 108667 tiff empty, finding index value at centroid\n",
      "W - National HRU 108672 tiff empty, finding index value at centroid\n",
      "W - National HRU 108762 tiff empty, finding index value at centroid\n",
      "W - National HRU 109035 tiff missing, finding index value at centroid\n",
      "W - National HRU 109077 tiff missing, finding index value at centroid\n",
      "W - National HRU 109083 tiff empty, finding index value at centroid\n",
      "W - National HRU 109107 tiff empty, finding index value at centroid\n",
      "W - National HRU 109132 tiff empty, finding index value at centroid\n",
      "W - National HRU 109155 tiff empty, finding index value at centroid\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "W - National HRU 109156 tiff empty, finding index value at centroid\n",
      "W - National HRU 109171 tiff missing, finding index value at centroid\n",
      "W - National HRU 109180 tiff empty, finding index value at centroid\n",
      "W - National HRU 109194 tiff empty, finding index value at centroid\n",
      "W - National HRU 109202 tiff empty, finding index value at centroid\n",
      "W - National HRU 109220 tiff empty, finding index value at centroid\n",
      "W - National HRU 109221 tiff empty, finding index value at centroid\n",
      "W - National HRU 109222 tiff empty, finding index value at centroid\n",
      "W - National HRU 109227 tiff empty, finding index value at centroid\n",
      "W - National HRU 109256 tiff empty, finding index value at centroid\n",
      "W - National HRU 109288 tiff empty, finding index value at centroid\n",
      "W - National HRU 109322 tiff missing, finding index value at centroid\n",
      "W - National HRU 109370 tiff empty, finding index value at centroid\n",
      "W - National HRU 109460 tiff missing, finding index value at centroid\n",
      "W - National HRU 109492 tiff missing, finding index value at centroid\n",
      "W - National HRU 109498 tiff empty, finding index value at centroid\n",
      "W - National HRU 109511 tiff empty, finding index value at centroid\n",
      "W - National HRU 109512 tiff empty, finding index value at centroid\n",
      "W - National HRU 109540 tiff missing, finding index value at centroid\n",
      "W - National HRU 109592 tiff empty, finding index value at centroid\n",
      "W - National HRU 109595 tiff empty, finding index value at centroid\n",
      "W - National HRU 109623 tiff empty, finding index value at centroid\n",
      "W - National HRU 109642 tiff missing, finding index value at centroid\n",
      "W - National HRU 109645 tiff missing, finding index value at centroid\n",
      "W - National HRU 109663 tiff empty, finding index value at centroid\n",
      "W - National HRU 109699 tiff empty, finding index value at centroid\n",
      "W - National HRU 109700 tiff empty, finding index value at centroid\n",
      "W - National HRU 109701 tiff empty, finding index value at centroid\n",
      "W - National HRU 109723 tiff empty, finding index value at centroid\n",
      "W - National HRU 109725 tiff missing, finding index value at centroid\n",
      "W - National HRU 109838 tiff empty, finding index value at centroid\n",
      "W - National HRU 109861 tiff empty, finding index value at centroid\n",
      "W - National HRU 109941 tiff missing, finding index value at centroid\n",
      "S - Writing contribution data to: ./data/NLDASv2_huc_18_cell_contrib.pcl\n",
      "S - 18 Complete!\n"
     ]
    }
   ],
   "source": [
    "for fl in files:\n",
    "    compute_contributions(fl,idxraster=idxraster)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 141,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "./data/NLDASv2_huc_01_cell_contrib.pcl\r\n",
      "./data/NLDASv2_huc_02_cell_contrib.pcl\r\n",
      "./data/NLDASv2_huc_03_cell_contrib.pcl\r\n",
      "./data/NLDASv2_huc_04_cell_contrib.pcl\r\n",
      "./data/NLDASv2_huc_05_cell_contrib.pcl\r\n",
      "./data/NLDASv2_huc_06_cell_contrib.pcl\r\n",
      "./data/NLDASv2_huc_07_cell_contrib.pcl\r\n",
      "./data/NLDASv2_huc_08_cell_contrib.pcl\r\n",
      "./data/NLDASv2_huc_09_cell_contrib.pcl\r\n",
      "./data/NLDASv2_huc_10L_cell_contrib.pcl\r\n",
      "./data/NLDASv2_huc_10U_cell_contrib.pcl\r\n",
      "./data/NLDASv2_huc_11_cell_contrib.pcl\r\n",
      "./data/NLDASv2_huc_12_cell_contrib.pcl\r\n",
      "./data/NLDASv2_huc_13_cell_contrib.pcl\r\n",
      "./data/NLDASv2_huc_14_cell_contrib.pcl\r\n",
      "./data/NLDASv2_huc_15_cell_contrib.pcl\r\n",
      "./data/NLDASv2_huc_16_cell_contrib.pcl\r\n",
      "./data/NLDASv2_huc_17_cell_contrib.pcl\r\n",
      "./data/NLDASv2_huc_18_cell_contrib.pcl\r\n"
     ]
    }
   ],
   "source": [
    "ls ./data/NLDASv2_huc_*_cell_contrib.pcl"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 133,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "S - Starting Region: 01!\n",
      "S - Using input shapefile: ./data/nhrus/clean_AEA/nhru_01_clean.shp\n",
      "S - Using index raster: ./data/NLDASv2_idx_125.tiff\n",
      "W - National HRU 4 tiff missing, finding index value at centroid\n",
      "W - National HRU 6 tiff missing, finding index value at centroid\n",
      "W - National HRU 14 tiff empty, finding index value at centroid\n",
      "W - National HRU 15 tiff missing, finding index value at centroid\n",
      "W - National HRU 16 tiff missing, finding index value at centroid\n",
      "W - National HRU 17 tiff empty, finding index value at centroid\n",
      "W - National HRU 29 tiff missing, finding index value at centroid\n",
      "W - National HRU 30 tiff empty, finding index value at centroid\n",
      "W - National HRU 38 tiff empty, finding index value at centroid\n",
      "W - National HRU 44 tiff empty, finding index value at centroid\n",
      "W - National HRU 47 tiff missing, finding index value at centroid\n",
      "W - National HRU 50 tiff empty, finding index value at centroid\n",
      "W - National HRU 74 tiff missing, finding index value at centroid\n",
      "W - National HRU 91 tiff empty, finding index value at centroid\n",
      "W - National HRU 95 tiff empty, finding index value at centroid\n",
      "W - National HRU 120 tiff empty, finding index value at centroid\n",
      "W - National HRU 146 tiff missing, finding index value at centroid\n",
      "W - National HRU 176 tiff empty, finding index value at centroid\n",
      "W - National HRU 220 tiff empty, finding index value at centroid\n",
      "W - National HRU 284 tiff empty, finding index value at centroid\n",
      "W - National HRU 335 tiff empty, finding index value at centroid\n",
      "W - National HRU 346 tiff missing, finding index value at centroid\n",
      "W - National HRU 351 tiff empty, finding index value at centroid\n",
      "W - National HRU 375 tiff empty, finding index value at centroid\n",
      "W - National HRU 387 tiff empty, finding index value at centroid\n",
      "W - National HRU 396 tiff empty, finding index value at centroid\n",
      "W - National HRU 409 tiff empty, finding index value at centroid\n",
      "W - National HRU 433 tiff missing, finding index value at centroid\n",
      "W - National HRU 460 tiff empty, finding index value at centroid\n",
      "W - National HRU 461 tiff empty, finding index value at centroid\n",
      "W - National HRU 469 tiff empty, finding index value at centroid\n",
      "W - National HRU 480 tiff missing, finding index value at centroid\n",
      "W - National HRU 499 tiff empty, finding index value at centroid\n",
      "W - National HRU 506 tiff empty, finding index value at centroid\n",
      "W - National HRU 509 tiff empty, finding index value at centroid\n",
      "W - National HRU 511 tiff empty, finding index value at centroid\n",
      "W - National HRU 513 tiff empty, finding index value at centroid\n",
      "W - National HRU 552 tiff empty, finding index value at centroid\n",
      "W - National HRU 580 tiff empty, finding index value at centroid\n",
      "W - National HRU 597 tiff empty, finding index value at centroid\n",
      "W - National HRU 623 tiff empty, finding index value at centroid\n",
      "W - National HRU 648 tiff empty, finding index value at centroid\n",
      "W - National HRU 664 tiff empty, finding index value at centroid\n",
      "W - National HRU 677 tiff missing, finding index value at centroid\n",
      "W - National HRU 680 tiff missing, finding index value at centroid\n",
      "W - National HRU 753 tiff empty, finding index value at centroid\n",
      "W - National HRU 754 tiff empty, finding index value at centroid\n",
      "W - National HRU 804 tiff empty, finding index value at centroid\n",
      "W - National HRU 811 tiff missing, finding index value at centroid\n",
      "W - National HRU 815 tiff empty, finding index value at centroid\n",
      "W - National HRU 822 tiff empty, finding index value at centroid\n",
      "W - National HRU 835 tiff missing, finding index value at centroid\n",
      "W - National HRU 845 tiff empty, finding index value at centroid\n",
      "W - National HRU 857 tiff missing, finding index value at centroid\n",
      "W - National HRU 862 tiff empty, finding index value at centroid\n",
      "W - National HRU 869 tiff empty, finding index value at centroid\n",
      "W - National HRU 926 tiff missing, finding index value at centroid\n",
      "W - National HRU 944 tiff empty, finding index value at centroid\n",
      "W - National HRU 964 tiff empty, finding index value at centroid\n",
      "W - National HRU 994 tiff missing, finding index value at centroid\n",
      "W - National HRU 996 tiff empty, finding index value at centroid\n",
      "W - National HRU 998 tiff empty, finding index value at centroid\n",
      "W - National HRU 1003 tiff empty, finding index value at centroid\n",
      "W - National HRU 1022 tiff missing, finding index value at centroid\n",
      "W - National HRU 1023 tiff empty, finding index value at centroid\n",
      "W - National HRU 1025 tiff missing, finding index value at centroid\n",
      "W - National HRU 1027 tiff empty, finding index value at centroid\n",
      "W - National HRU 1031 tiff empty, finding index value at centroid\n",
      "W - National HRU 1035 tiff empty, finding index value at centroid\n",
      "W - National HRU 1045 tiff missing, finding index value at centroid\n",
      "W - National HRU 1052 tiff missing, finding index value at centroid\n",
      "W - National HRU 1077 tiff empty, finding index value at centroid\n",
      "W - National HRU 1087 tiff missing, finding index value at centroid\n",
      "W - National HRU 1103 tiff missing, finding index value at centroid\n",
      "W - National HRU 1107 tiff missing, finding index value at centroid\n",
      "W - National HRU 1123 tiff missing, finding index value at centroid\n",
      "W - National HRU 1130 tiff empty, finding index value at centroid\n",
      "W - National HRU 1158 tiff empty, finding index value at centroid\n",
      "W - National HRU 1165 tiff empty, finding index value at centroid\n",
      "W - National HRU 1172 tiff empty, finding index value at centroid\n",
      "W - National HRU 1195 tiff empty, finding index value at centroid\n",
      "W - National HRU 1214 tiff missing, finding index value at centroid\n",
      "W - National HRU 1219 tiff missing, finding index value at centroid\n",
      "W - National HRU 1255 tiff empty, finding index value at centroid\n",
      "W - National HRU 1272 tiff missing, finding index value at centroid\n",
      "W - National HRU 1284 tiff missing, finding index value at centroid\n",
      "W - National HRU 1294 tiff empty, finding index value at centroid\n",
      "W - National HRU 1296 tiff empty, finding index value at centroid\n",
      "W - National HRU 1301 tiff empty, finding index value at centroid\n",
      "W - National HRU 1308 tiff empty, finding index value at centroid\n",
      "W - National HRU 1325 tiff empty, finding index value at centroid\n",
      "W - National HRU 1331 tiff empty, finding index value at centroid\n",
      "W - National HRU 1332 tiff empty, finding index value at centroid\n",
      "W - National HRU 1343 tiff empty, finding index value at centroid\n",
      "W - National HRU 1362 tiff empty, finding index value at centroid\n",
      "W - National HRU 1369 tiff empty, finding index value at centroid\n",
      "W - National HRU 1380 tiff empty, finding index value at centroid\n",
      "W - National HRU 1396 tiff empty, finding index value at centroid\n",
      "W - National HRU 1411 tiff empty, finding index value at centroid\n",
      "W - National HRU 1419 tiff missing, finding index value at centroid\n",
      "W - National HRU 1442 tiff empty, finding index value at centroid\n",
      "W - National HRU 1463 tiff missing, finding index value at centroid\n",
      "W - National HRU 1471 tiff empty, finding index value at centroid\n",
      "W - National HRU 1480 tiff empty, finding index value at centroid\n",
      "W - National HRU 1502 tiff empty, finding index value at centroid\n",
      "W - National HRU 1507 tiff empty, finding index value at centroid\n",
      "W - National HRU 1547 tiff missing, finding index value at centroid\n",
      "W - National HRU 1578 tiff empty, finding index value at centroid\n",
      "W - National HRU 1584 tiff empty, finding index value at centroid\n",
      "W - National HRU 1623 tiff empty, finding index value at centroid\n",
      "W - National HRU 1628 tiff empty, finding index value at centroid\n",
      "W - National HRU 1635 tiff empty, finding index value at centroid\n",
      "W - National HRU 1656 tiff missing, finding index value at centroid\n",
      "W - National HRU 1657 tiff missing, finding index value at centroid\n",
      "W - National HRU 1658 tiff empty, finding index value at centroid\n",
      "W - National HRU 1680 tiff empty, finding index value at centroid\n",
      "W - National HRU 1685 tiff missing, finding index value at centroid\n",
      "W - National HRU 1723 tiff empty, finding index value at centroid\n",
      "W - National HRU 1728 tiff missing, finding index value at centroid\n",
      "W - National HRU 1735 tiff empty, finding index value at centroid\n",
      "W - National HRU 1772 tiff empty, finding index value at centroid\n",
      "W - National HRU 1785 tiff empty, finding index value at centroid\n",
      "W - National HRU 1790 tiff empty, finding index value at centroid\n",
      "W - National HRU 1804 tiff missing, finding index value at centroid\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "W - National HRU 1879 tiff missing, finding index value at centroid\n",
      "W - National HRU 1898 tiff empty, finding index value at centroid\n",
      "W - National HRU 1903 tiff missing, finding index value at centroid\n",
      "W - National HRU 1941 tiff empty, finding index value at centroid\n",
      "W - National HRU 1980 tiff missing, finding index value at centroid\n",
      "W - National HRU 1988 tiff missing, finding index value at centroid\n",
      "W - National HRU 2197 tiff empty, finding index value at centroid\n",
      "W - National HRU 2208 tiff missing, finding index value at centroid\n",
      "W - National HRU 2327 tiff missing, finding index value at centroid\n",
      "W - National HRU 2359 tiff empty, finding index value at centroid\n",
      "W - National HRU 2392 tiff empty, finding index value at centroid\n",
      "S - Writing contribution data to: ./data/NLDASv2_huc_01_cell_contrib.pcl\n",
      "S - 01 Complete!\n"
     ]
    }
   ],
   "source": [
    "compute_contributions(fl, idxraster=idxraster)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 134,
   "metadata": {},
   "outputs": [],
   "source": [
    "test = pd.read_pickle('./data/NLDASv2_huc_01_cell_contrib.pcl')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 135,
   "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>POI_ID</th>\n",
       "      <th>hru_id_nat</th>\n",
       "      <th>hru_id_reg</th>\n",
       "      <th>region</th>\n",
       "      <th>reg</th>\n",
       "      <th>cells</th>\n",
       "      <th>percents</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>7733855</td>\n",
       "      <td>1</td>\n",
       "      <td>1</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[44029, 44493]</td>\n",
       "      <td>[0.16666666666666666, 0.8333333333333334]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>7733919</td>\n",
       "      <td>2</td>\n",
       "      <td>2</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[44029, 44493]</td>\n",
       "      <td>[0.75, 0.25]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>7732571</td>\n",
       "      <td>3</td>\n",
       "      <td>3</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[44029]</td>\n",
       "      <td>[1.0]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>7732387</td>\n",
       "      <td>4</td>\n",
       "      <td>4</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[44029]</td>\n",
       "      <td>[1.0]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>7733327</td>\n",
       "      <td>5</td>\n",
       "      <td>5</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[44030]</td>\n",
       "      <td>[1.0]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>7733755</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[44030]</td>\n",
       "      <td>[1.0]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>7732571</td>\n",
       "      <td>7</td>\n",
       "      <td>7</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[44029]</td>\n",
       "      <td>[1.0]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>7733923</td>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[44029, 44493]</td>\n",
       "      <td>[0.23076923076923078, 0.7692307692307693]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>7733327</td>\n",
       "      <td>9</td>\n",
       "      <td>9</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[44030]</td>\n",
       "      <td>[1.0]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>7733755</td>\n",
       "      <td>10</td>\n",
       "      <td>10</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[44030]</td>\n",
       "      <td>[1.0]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>7734265</td>\n",
       "      <td>11</td>\n",
       "      <td>11</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[44030, 44031]</td>\n",
       "      <td>[0.6666666666666666, 0.3333333333333333]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>7733789</td>\n",
       "      <td>12</td>\n",
       "      <td>12</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[44030]</td>\n",
       "      <td>[1.0]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>7734279</td>\n",
       "      <td>13</td>\n",
       "      <td>13</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[44030, 44494]</td>\n",
       "      <td>[0.5, 0.5]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>7732571</td>\n",
       "      <td>14</td>\n",
       "      <td>14</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[44029]</td>\n",
       "      <td>[1.0]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>7732439</td>\n",
       "      <td>15</td>\n",
       "      <td>15</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[44031]</td>\n",
       "      <td>[1.0]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>7732355</td>\n",
       "      <td>16</td>\n",
       "      <td>16</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[44030]</td>\n",
       "      <td>[1.0]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>7732355</td>\n",
       "      <td>17</td>\n",
       "      <td>17</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[44030]</td>\n",
       "      <td>[1.0]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>7733789</td>\n",
       "      <td>18</td>\n",
       "      <td>18</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[44030]</td>\n",
       "      <td>[1.0]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>7732439</td>\n",
       "      <td>19</td>\n",
       "      <td>19</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[44030, 44031]</td>\n",
       "      <td>[0.25, 0.75]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>7733919</td>\n",
       "      <td>20</td>\n",
       "      <td>20</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[43564, 43565, 44028, 44029, 44493]</td>\n",
       "      <td>[0.023255813953488372, 0.06976744186046512, 0....</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>7733923</td>\n",
       "      <td>21</td>\n",
       "      <td>21</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[43564, 44027, 44028, 44029, 44491, 44492, 444...</td>\n",
       "      <td>[0.02464788732394366, 0.1443661971830986, 0.25...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>7733853</td>\n",
       "      <td>22</td>\n",
       "      <td>22</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[43565, 43566, 44029, 44030, 44494]</td>\n",
       "      <td>[0.16326530612244897, 0.02040816326530612, 0.4...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>7731677</td>\n",
       "      <td>23</td>\n",
       "      <td>23</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[43565]</td>\n",
       "      <td>[1.0]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>7731717</td>\n",
       "      <td>24</td>\n",
       "      <td>24</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[43565]</td>\n",
       "      <td>[1.0]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>7731717</td>\n",
       "      <td>25</td>\n",
       "      <td>25</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[43565]</td>\n",
       "      <td>[1.0]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>7732387</td>\n",
       "      <td>26</td>\n",
       "      <td>26</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[43565, 44029]</td>\n",
       "      <td>[0.44, 0.56]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>7731593</td>\n",
       "      <td>27</td>\n",
       "      <td>27</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[43565]</td>\n",
       "      <td>[1.0]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>7732387</td>\n",
       "      <td>28</td>\n",
       "      <td>28</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[43565, 44029]</td>\n",
       "      <td>[0.4666666666666667, 0.5333333333333333]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>7732387</td>\n",
       "      <td>29</td>\n",
       "      <td>29</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[43565]</td>\n",
       "      <td>[1.0]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>7731677</td>\n",
       "      <td>30</td>\n",
       "      <td>30</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[43565]</td>\n",
       "      <td>[1.0]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2432</th>\n",
       "      <td>5203846</td>\n",
       "      <td>2433</td>\n",
       "      <td>2433</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[31997, 31998, 32461, 32462]</td>\n",
       "      <td>[0.3058823529411765, 0.3764705882352941, 0.294...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2433</th>\n",
       "      <td>5204020</td>\n",
       "      <td>2434</td>\n",
       "      <td>2434</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[32460, 32461, 32925]</td>\n",
       "      <td>[0.022222222222222223, 0.6444444444444445, 0.3...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2434</th>\n",
       "      <td>6711779</td>\n",
       "      <td>2435</td>\n",
       "      <td>2435</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[31528, 31529, 31992, 31993]</td>\n",
       "      <td>[0.2641509433962264, 0.1320754716981132, 0.566...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2435</th>\n",
       "      <td>3325474</td>\n",
       "      <td>2436</td>\n",
       "      <td>2436</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[31992, 31993, 32457]</td>\n",
       "      <td>[0.10526315789473684, 0.8421052631578947, 0.05...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2436</th>\n",
       "      <td>6711779</td>\n",
       "      <td>2437</td>\n",
       "      <td>2437</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[31529, 31992, 31993]</td>\n",
       "      <td>[0.6785714285714286, 0.21428571428571427, 0.10...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2437</th>\n",
       "      <td>3320956</td>\n",
       "      <td>2438</td>\n",
       "      <td>2438</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[31065, 31066]</td>\n",
       "      <td>[0.5, 0.5]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2438</th>\n",
       "      <td>1722323</td>\n",
       "      <td>2439</td>\n",
       "      <td>2439</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[29211, 29212, 29675, 29676]</td>\n",
       "      <td>[0.22535211267605634, 0.4225352112676056, 0.32...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2439</th>\n",
       "      <td>3318434</td>\n",
       "      <td>2440</td>\n",
       "      <td>2440</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[29209, 29210, 29211, 29673, 29674, 29675]</td>\n",
       "      <td>[0.08433734939759036, 0.4036144578313253, 0.29...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2440</th>\n",
       "      <td>3320252</td>\n",
       "      <td>2441</td>\n",
       "      <td>2441</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[29675, 30139, 30140]</td>\n",
       "      <td>[0.5208333333333334, 0.4583333333333333, 0.020...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2441</th>\n",
       "      <td>1021884</td>\n",
       "      <td>2442</td>\n",
       "      <td>2442</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[27358, 27359, 27823]</td>\n",
       "      <td>[0.6363636363636364, 0.2727272727272727, 0.090...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2442</th>\n",
       "      <td>1721175</td>\n",
       "      <td>2443</td>\n",
       "      <td>2443</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[28285, 28286]</td>\n",
       "      <td>[0.8292682926829268, 0.17073170731707318]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2443</th>\n",
       "      <td>1021884</td>\n",
       "      <td>2444</td>\n",
       "      <td>2444</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[27358, 27359, 27822]</td>\n",
       "      <td>[0.9047619047619048, 0.047619047619047616, 0.0...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2444</th>\n",
       "      <td>1025094</td>\n",
       "      <td>2445</td>\n",
       "      <td>2445</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[28283, 28284]</td>\n",
       "      <td>[0.6363636363636364, 0.36363636363636365]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2445</th>\n",
       "      <td>1701952</td>\n",
       "      <td>2446</td>\n",
       "      <td>2446</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[26893, 26894, 27357, 27358]</td>\n",
       "      <td>[0.38, 0.12, 0.18, 0.32]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2446</th>\n",
       "      <td>1702292</td>\n",
       "      <td>2447</td>\n",
       "      <td>2447</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[26892, 26893, 27357]</td>\n",
       "      <td>[0.43243243243243246, 0.4594594594594595, 0.10...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2447</th>\n",
       "      <td>1701962</td>\n",
       "      <td>2448</td>\n",
       "      <td>2448</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[26894, 26895, 27358, 27359, 27360]</td>\n",
       "      <td>[0.0380952380952381, 0.19047619047619047, 0.11...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2448</th>\n",
       "      <td>1700138</td>\n",
       "      <td>2449</td>\n",
       "      <td>2449</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[27359, 27360, 27361, 27823, 27824]</td>\n",
       "      <td>[0.2376237623762376, 0.5742574257425742, 0.079...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2449</th>\n",
       "      <td>1720759</td>\n",
       "      <td>2450</td>\n",
       "      <td>2450</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[27821, 27822, 27823, 28285, 28286]</td>\n",
       "      <td>[0.14444444444444443, 0.6777777777777778, 0.01...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2450</th>\n",
       "      <td>1720983</td>\n",
       "      <td>2451</td>\n",
       "      <td>2451</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[27821, 28284, 28285]</td>\n",
       "      <td>[0.34782608695652173, 0.5, 0.15217391304347827]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2451</th>\n",
       "      <td>1721175</td>\n",
       "      <td>2452</td>\n",
       "      <td>2452</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[28285, 28286]</td>\n",
       "      <td>[0.3076923076923077, 0.6923076923076923]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2452</th>\n",
       "      <td>1710934</td>\n",
       "      <td>2453</td>\n",
       "      <td>2453</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[25039, 25040, 25503, 25504, 25505]</td>\n",
       "      <td>[0.0425531914893617, 0.1276595744680851, 0.127...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2453</th>\n",
       "      <td>720066</td>\n",
       "      <td>2454</td>\n",
       "      <td>2454</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[25038, 25039]</td>\n",
       "      <td>[0.5333333333333333, 0.4666666666666667]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2454</th>\n",
       "      <td>807255</td>\n",
       "      <td>2455</td>\n",
       "      <td>2455</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[25040, 25041]</td>\n",
       "      <td>[0.6341463414634146, 0.36585365853658536]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2455</th>\n",
       "      <td>1710934</td>\n",
       "      <td>2456</td>\n",
       "      <td>2456</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[25039, 25040, 25041, 25504, 25505]</td>\n",
       "      <td>[0.42, 0.18, 0.08, 0.04, 0.28]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2456</th>\n",
       "      <td>718876</td>\n",
       "      <td>2457</td>\n",
       "      <td>2457</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[23183, 23184, 23647, 23648]</td>\n",
       "      <td>[0.13793103448275862, 0.25862068965517243, 0.1...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2457</th>\n",
       "      <td>719280</td>\n",
       "      <td>2458</td>\n",
       "      <td>2458</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[24111, 24112]</td>\n",
       "      <td>[0.5609756097560976, 0.43902439024390244]</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2458</th>\n",
       "      <td>805345</td>\n",
       "      <td>2459</td>\n",
       "      <td>2459</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[23648, 23649, 23650, 24112, 24113, 24114]</td>\n",
       "      <td>[0.14977973568281938, 0.3964757709251101, 0.16...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2459</th>\n",
       "      <td>806793</td>\n",
       "      <td>2460</td>\n",
       "      <td>2460</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[24112, 24113, 24114, 24576, 24577, 24578]</td>\n",
       "      <td>[0.1875, 0.3854166666666667, 0.291666666666666...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2460</th>\n",
       "      <td>807073</td>\n",
       "      <td>2461</td>\n",
       "      <td>2461</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[24575, 24576, 24577, 25039, 25040, 25041]</td>\n",
       "      <td>[0.029940119760479042, 0.5149700598802395, 0.2...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2461</th>\n",
       "      <td>725382</td>\n",
       "      <td>2462</td>\n",
       "      <td>2462</td>\n",
       "      <td>01</td>\n",
       "      <td>01</td>\n",
       "      <td>[22721, 22722, 22723]</td>\n",
       "      <td>[0.09090909090909091, 0.6103896103896104, 0.29...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>2462 rows × 7 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       POI_ID  hru_id_nat  hru_id_reg region reg  \\\n",
       "0     7733855           1           1     01  01   \n",
       "1     7733919           2           2     01  01   \n",
       "2     7732571           3           3     01  01   \n",
       "3     7732387           4           4     01  01   \n",
       "4     7733327           5           5     01  01   \n",
       "5     7733755           6           6     01  01   \n",
       "6     7732571           7           7     01  01   \n",
       "7     7733923           8           8     01  01   \n",
       "8     7733327           9           9     01  01   \n",
       "9     7733755          10          10     01  01   \n",
       "10    7734265          11          11     01  01   \n",
       "11    7733789          12          12     01  01   \n",
       "12    7734279          13          13     01  01   \n",
       "13    7732571          14          14     01  01   \n",
       "14    7732439          15          15     01  01   \n",
       "15    7732355          16          16     01  01   \n",
       "16    7732355          17          17     01  01   \n",
       "17    7733789          18          18     01  01   \n",
       "18    7732439          19          19     01  01   \n",
       "19    7733919          20          20     01  01   \n",
       "20    7733923          21          21     01  01   \n",
       "21    7733853          22          22     01  01   \n",
       "22    7731677          23          23     01  01   \n",
       "23    7731717          24          24     01  01   \n",
       "24    7731717          25          25     01  01   \n",
       "25    7732387          26          26     01  01   \n",
       "26    7731593          27          27     01  01   \n",
       "27    7732387          28          28     01  01   \n",
       "28    7732387          29          29     01  01   \n",
       "29    7731677          30          30     01  01   \n",
       "...       ...         ...         ...    ...  ..   \n",
       "2432  5203846        2433        2433     01  01   \n",
       "2433  5204020        2434        2434     01  01   \n",
       "2434  6711779        2435        2435     01  01   \n",
       "2435  3325474        2436        2436     01  01   \n",
       "2436  6711779        2437        2437     01  01   \n",
       "2437  3320956        2438        2438     01  01   \n",
       "2438  1722323        2439        2439     01  01   \n",
       "2439  3318434        2440        2440     01  01   \n",
       "2440  3320252        2441        2441     01  01   \n",
       "2441  1021884        2442        2442     01  01   \n",
       "2442  1721175        2443        2443     01  01   \n",
       "2443  1021884        2444        2444     01  01   \n",
       "2444  1025094        2445        2445     01  01   \n",
       "2445  1701952        2446        2446     01  01   \n",
       "2446  1702292        2447        2447     01  01   \n",
       "2447  1701962        2448        2448     01  01   \n",
       "2448  1700138        2449        2449     01  01   \n",
       "2449  1720759        2450        2450     01  01   \n",
       "2450  1720983        2451        2451     01  01   \n",
       "2451  1721175        2452        2452     01  01   \n",
       "2452  1710934        2453        2453     01  01   \n",
       "2453   720066        2454        2454     01  01   \n",
       "2454   807255        2455        2455     01  01   \n",
       "2455  1710934        2456        2456     01  01   \n",
       "2456   718876        2457        2457     01  01   \n",
       "2457   719280        2458        2458     01  01   \n",
       "2458   805345        2459        2459     01  01   \n",
       "2459   806793        2460        2460     01  01   \n",
       "2460   807073        2461        2461     01  01   \n",
       "2461   725382        2462        2462     01  01   \n",
       "\n",
       "                                                  cells  \\\n",
       "0                                        [44029, 44493]   \n",
       "1                                        [44029, 44493]   \n",
       "2                                               [44029]   \n",
       "3                                               [44029]   \n",
       "4                                               [44030]   \n",
       "5                                               [44030]   \n",
       "6                                               [44029]   \n",
       "7                                        [44029, 44493]   \n",
       "8                                               [44030]   \n",
       "9                                               [44030]   \n",
       "10                                       [44030, 44031]   \n",
       "11                                              [44030]   \n",
       "12                                       [44030, 44494]   \n",
       "13                                              [44029]   \n",
       "14                                              [44031]   \n",
       "15                                              [44030]   \n",
       "16                                              [44030]   \n",
       "17                                              [44030]   \n",
       "18                                       [44030, 44031]   \n",
       "19                  [43564, 43565, 44028, 44029, 44493]   \n",
       "20    [43564, 44027, 44028, 44029, 44491, 44492, 444...   \n",
       "21                  [43565, 43566, 44029, 44030, 44494]   \n",
       "22                                              [43565]   \n",
       "23                                              [43565]   \n",
       "24                                              [43565]   \n",
       "25                                       [43565, 44029]   \n",
       "26                                              [43565]   \n",
       "27                                       [43565, 44029]   \n",
       "28                                              [43565]   \n",
       "29                                              [43565]   \n",
       "...                                                 ...   \n",
       "2432                       [31997, 31998, 32461, 32462]   \n",
       "2433                              [32460, 32461, 32925]   \n",
       "2434                       [31528, 31529, 31992, 31993]   \n",
       "2435                              [31992, 31993, 32457]   \n",
       "2436                              [31529, 31992, 31993]   \n",
       "2437                                     [31065, 31066]   \n",
       "2438                       [29211, 29212, 29675, 29676]   \n",
       "2439         [29209, 29210, 29211, 29673, 29674, 29675]   \n",
       "2440                              [29675, 30139, 30140]   \n",
       "2441                              [27358, 27359, 27823]   \n",
       "2442                                     [28285, 28286]   \n",
       "2443                              [27358, 27359, 27822]   \n",
       "2444                                     [28283, 28284]   \n",
       "2445                       [26893, 26894, 27357, 27358]   \n",
       "2446                              [26892, 26893, 27357]   \n",
       "2447                [26894, 26895, 27358, 27359, 27360]   \n",
       "2448                [27359, 27360, 27361, 27823, 27824]   \n",
       "2449                [27821, 27822, 27823, 28285, 28286]   \n",
       "2450                              [27821, 28284, 28285]   \n",
       "2451                                     [28285, 28286]   \n",
       "2452                [25039, 25040, 25503, 25504, 25505]   \n",
       "2453                                     [25038, 25039]   \n",
       "2454                                     [25040, 25041]   \n",
       "2455                [25039, 25040, 25041, 25504, 25505]   \n",
       "2456                       [23183, 23184, 23647, 23648]   \n",
       "2457                                     [24111, 24112]   \n",
       "2458         [23648, 23649, 23650, 24112, 24113, 24114]   \n",
       "2459         [24112, 24113, 24114, 24576, 24577, 24578]   \n",
       "2460         [24575, 24576, 24577, 25039, 25040, 25041]   \n",
       "2461                              [22721, 22722, 22723]   \n",
       "\n",
       "                                               percents  \n",
       "0             [0.16666666666666666, 0.8333333333333334]  \n",
       "1                                          [0.75, 0.25]  \n",
       "2                                                 [1.0]  \n",
       "3                                                 [1.0]  \n",
       "4                                                 [1.0]  \n",
       "5                                                 [1.0]  \n",
       "6                                                 [1.0]  \n",
       "7             [0.23076923076923078, 0.7692307692307693]  \n",
       "8                                                 [1.0]  \n",
       "9                                                 [1.0]  \n",
       "10             [0.6666666666666666, 0.3333333333333333]  \n",
       "11                                                [1.0]  \n",
       "12                                           [0.5, 0.5]  \n",
       "13                                                [1.0]  \n",
       "14                                                [1.0]  \n",
       "15                                                [1.0]  \n",
       "16                                                [1.0]  \n",
       "17                                                [1.0]  \n",
       "18                                         [0.25, 0.75]  \n",
       "19    [0.023255813953488372, 0.06976744186046512, 0....  \n",
       "20    [0.02464788732394366, 0.1443661971830986, 0.25...  \n",
       "21    [0.16326530612244897, 0.02040816326530612, 0.4...  \n",
       "22                                                [1.0]  \n",
       "23                                                [1.0]  \n",
       "24                                                [1.0]  \n",
       "25                                         [0.44, 0.56]  \n",
       "26                                                [1.0]  \n",
       "27             [0.4666666666666667, 0.5333333333333333]  \n",
       "28                                                [1.0]  \n",
       "29                                                [1.0]  \n",
       "...                                                 ...  \n",
       "2432  [0.3058823529411765, 0.3764705882352941, 0.294...  \n",
       "2433  [0.022222222222222223, 0.6444444444444445, 0.3...  \n",
       "2434  [0.2641509433962264, 0.1320754716981132, 0.566...  \n",
       "2435  [0.10526315789473684, 0.8421052631578947, 0.05...  \n",
       "2436  [0.6785714285714286, 0.21428571428571427, 0.10...  \n",
       "2437                                         [0.5, 0.5]  \n",
       "2438  [0.22535211267605634, 0.4225352112676056, 0.32...  \n",
       "2439  [0.08433734939759036, 0.4036144578313253, 0.29...  \n",
       "2440  [0.5208333333333334, 0.4583333333333333, 0.020...  \n",
       "2441  [0.6363636363636364, 0.2727272727272727, 0.090...  \n",
       "2442          [0.8292682926829268, 0.17073170731707318]  \n",
       "2443  [0.9047619047619048, 0.047619047619047616, 0.0...  \n",
       "2444          [0.6363636363636364, 0.36363636363636365]  \n",
       "2445                           [0.38, 0.12, 0.18, 0.32]  \n",
       "2446  [0.43243243243243246, 0.4594594594594595, 0.10...  \n",
       "2447  [0.0380952380952381, 0.19047619047619047, 0.11...  \n",
       "2448  [0.2376237623762376, 0.5742574257425742, 0.079...  \n",
       "2449  [0.14444444444444443, 0.6777777777777778, 0.01...  \n",
       "2450    [0.34782608695652173, 0.5, 0.15217391304347827]  \n",
       "2451           [0.3076923076923077, 0.6923076923076923]  \n",
       "2452  [0.0425531914893617, 0.1276595744680851, 0.127...  \n",
       "2453           [0.5333333333333333, 0.4666666666666667]  \n",
       "2454          [0.6341463414634146, 0.36585365853658536]  \n",
       "2455                     [0.42, 0.18, 0.08, 0.04, 0.28]  \n",
       "2456  [0.13793103448275862, 0.25862068965517243, 0.1...  \n",
       "2457          [0.5609756097560976, 0.43902439024390244]  \n",
       "2458  [0.14977973568281938, 0.3964757709251101, 0.16...  \n",
       "2459  [0.1875, 0.3854166666666667, 0.291666666666666...  \n",
       "2460  [0.029940119760479042, 0.5149700598802395, 0.2...  \n",
       "2461  [0.09090909090909091, 0.6103896103896104, 0.29...  \n",
       "\n",
       "[2462 rows x 7 columns]"
      ]
     },
     "execution_count": 135,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "test"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "dat = gpd.read_file(fl)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "geom = dat.loc[dat.hru_id_nat == 5].geometry"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "4    POINT (2188401.747535211 -69085.0446384551)\n",
       "dtype: object"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "geom.centroid"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "with rs.open('./data/nhrus/spherical_tiffs/HUC_01_nhruID_1.tiff') as ds:\n",
    "    dat = ds.read(1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "-9999.0"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ds.nodata"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "ename": "NameError",
     "evalue": "name 'nd' is not defined",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-5-36c25ff8df0c>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mnd\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[0;31mNameError\u001b[0m: name 'nd' is not defined"
     ]
    }
   ],
   "source": [
    "nd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "9999.0"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ds.nodata"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [],
   "source": [
    "tmp= []"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(tmp)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.5"
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 },
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