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 "cells": [
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   "outputs": [
    {
     "ename": "AttributeError",
     "evalue": "'NoneType' object has no attribute 'RasterXSize'",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-1-fe2196e9e159>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m     34\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     35\u001b[0m \u001b[0;31m#Get the dimentions of column and row\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 36\u001b[0;31m \u001b[0mnc\u001b[0m   \u001b[0;34m=\u001b[0m \u001b[0mds\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mRasterXSize\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     37\u001b[0m \u001b[0mnr\u001b[0m   \u001b[0;34m=\u001b[0m \u001b[0mds\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mRasterYSize\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     38\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mAttributeError\u001b[0m: 'NoneType' object has no attribute 'RasterXSize'"
     ]
    }
   ],
   "source": [
    "# pip install --user https://github.com/matplotlib/basemap/archive/master.zip\n",
    "\n",
    "import os\n",
    "from mpl_toolkits.basemap import Basemap\n",
    "import matplotlib.pyplot as plt\n",
    "from osgeo import gdal\n",
    "from osgeo import osr\n",
    "import numpy as np\n",
    "import math\n",
    "\n",
    "#Plot setup\n",
    "fig= plt.figure(figsize=(10,8))\n",
    "\n",
    "ax = plt.subplot(111,aspect = 'equal')\n",
    "plt.subplots_adjust(left=0.1, bottom=0.1, right=0.9, top=0.9, wspace=0, hspace=0)\n",
    "\n",
    "#Map setup\n",
    "map = Basemap(resolution='f', projection='cyl', llcrnrlon=-75, llcrnrlat=-5, urcrnrlon=-46, urcrnrlat=0)\n",
    "\n",
    "parallels = np.arange(-50,50,1.)\n",
    "meridians = np.arange(0,360,1)\n",
    "\n",
    "map.drawparallels(parallels,labels=[1,0,0,0],color='w', fontsize=10, fontweight='bold')\n",
    "meri = map.drawmeridians(meridians,labels=[0,0,0,1],color='w', fontsize=10, fontweight='bold')\n",
    "\n",
    "#Load colormap and setup elevation contour levels\n",
    "cmap=plt.get_cmap(\"jet\")\n",
    "clevs = np.linspace(0, 305, 21)\n",
    "\n",
    "# Load GeoTiff data\n",
    "raster = 'geo_dem_v2_52-50.tif'\n",
    "\n",
    "ds = gdal.Open(raster)\n",
    "\n",
    "#Get the dimentions of column and row\n",
    "nc   = ds.RasterXSize\n",
    "nr   = ds.RasterYSize\n",
    "\n",
    "#Read elevation data\n",
    "data = ds.ReadAsArray()\n",
    "\n",
    "#Get Longitude and Latitude info\n",
    "geotransform = ds.GetGeoTransform()\n",
    "xOrigin      = geotransform[0]\n",
    "yOrigin      = geotransform[3]\n",
    "pixelWidth   = geotransform[1]\n",
    "pixelHeight  = geotransform[5]\n",
    "\n",
    "#Generate Longitude and Latitude array\n",
    "lons = xOrigin + np.arange(0, nc)*pixelWidth\n",
    "lats = yOrigin + np.arange(0, nr)*pixelHeight\n",
    "\n",
    "#Contour plot\n",
    "x, y = map(*np.meshgrid(lons, lats))\n",
    "cs=map.contourf(x, y, data, clevs, cmap=cmap)\n",
    "\n",
    "map.drawparallels(parallels,labels=[1,0,0,0],color='k', fontsize=10, fontweight='bold')\n",
    "meri = map.drawmeridians(meridians,labels=[0,0,0,1],color='k', fontsize=10, fontweight='bold')\n",
    "\n",
    "cb = map.colorbar(cs, 'bottom', size='5%', pad='10%')\n",
    "\n",
    "cb.set_label('Elevation (m)', fontsize=12, fontweight='bold')\n",
    "cb.ax.tick_params(labelsize=10)\n",
    "\n",
    "plt.show()"
   ]
  },
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