{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Map tutorial\n",
    "\n",
    "In this notebook, some examples of creating maps in Python using the [Cartopy library](http://scitools.org.uk/cartopy/) are shown. We will zoom in from the global scale to the local scale."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import cartopy.crs as ccrs"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Projections\n",
    "\n",
    "A complete list of available projections can be found here. The examples below show how to plot a coarse-resolution coastlines of the entire globe. A list of projections available in Cartopy can be found here: http://scitools.org.uk/cartopy/docs/v0.15/crs/projections.html#\n",
    "\n",
    "#### Equirectangular\n",
    "\n",
    "This projection just maps longitude to the x-axis and and latitude to the y-axis. It distorts and stretches areas away from the equator."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<cartopy.mpl.feature_artist.FeatureArtist at 0x15ce50ac0>"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure()\n",
    "ax = plt.axes(projection=ccrs.PlateCarree())\n",
    "ax.coastlines()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Mercator\n",
    "\n",
    "The Mercator projection expands latitude and longitude at the same *ratio* away from the equator. As a result, areas are stretched equally horizontally and vertically such at angles are preserved (i.e. it is conformal). Notice that Greenland and Africa are the same size in this map, which is not true if you look at a globe."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<cartopy.mpl.feature_artist.FeatureArtist at 0x15e45beb0>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure()\n",
    "ax = plt.axes(projection=ccrs.Mercator())\n",
    "ax.coastlines()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Lambert conformal\n",
    "\n",
    "This is another projection that is conformal and preserves angles. It is a *conic* projection, so it is better for displaying large areas at mid-latitudes."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<cartopy.mpl.feature_artist.FeatureArtist at 0x15e489f70>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure()\n",
    "ax = plt.axes(projection=ccrs.LambertConformal())\n",
    "gl = ax.gridlines()\n",
    "ax.coastlines()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Adding gridlines"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<cartopy.mpl.feature_artist.FeatureArtist at 0x15e54df40>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "from cartopy.mpl.gridliner import LONGITUDE_FORMATTER, LATITUDE_FORMATTER\n",
    "\n",
    "plt.figure()\n",
    "ax = plt.axes(projection=ccrs.Mercator())\n",
    "gl = ax.gridlines(draw_labels=True)\n",
    "gl.xformatter = LONGITUDE_FORMATTER\n",
    "gl.yformatter = LATITUDE_FORMATTER\n",
    "ax.coastlines()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "It can be hard to remember all of these commands. It is easier to make a function. This function is based on a blog post by Filipe Fernandes at https://ocefpaf.github.io/python4oceanographers/blog/2015/06/22/osm/. For a given projection, it returns an axis object that can be used by Cartopy."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/Users/tomconnolly/programs/miniconda3/envs/ms263-21/lib/python3.8/site-packages/cartopy/mpl/gridliner.py:307: UserWarning: The .xlabels_top attribute is deprecated. Please use .top_labels to toggle visibility instead.\n",
      "  warnings.warn('The .xlabels_top attribute is deprecated. Please '\n",
      "/Users/tomconnolly/programs/miniconda3/envs/ms263-21/lib/python3.8/site-packages/cartopy/mpl/gridliner.py:343: UserWarning: The .ylabels_right attribute is deprecated. Please use .right_labels to toggle visibility instead.\n",
      "  warnings.warn('The .ylabels_right attribute is deprecated. Please '\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<cartopy.mpl.feature_artist.FeatureArtist at 0x15e5eaf70>"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "def make_map(projection=ccrs.PlateCarree()):\n",
    "    '''\n",
    "    Return axis object for cartopy map with labeled gridlines.\n",
    "    \n",
    "    Input: Cartopy projection, default = cartopy.crs.PlateCarree()\n",
    "    Output: Cartopy axis object\n",
    "    \n",
    "    Based on blog post by Filipe Fernandes:\n",
    "    https://ocefpaf.github.io/python4oceanographers/blog/2015/06/22/osm/\n",
    "    License: Creative Commons Attribution-ShareAlike 4.0\n",
    "    https://creativecommons.org/licenses/by-sa/4.0/\n",
    "    \n",
    "    Example code:\n",
    "    \n",
    "    import cartopy.crs as ccrs\n",
    "    plt.figure()\n",
    "    ax = make_map(projection=ccrs.Mercator())\n",
    "    ax.coastlines()\n",
    "    '''\n",
    "    ax = plt.axes(projection=projection)\n",
    "    gl = ax.gridlines(draw_labels=True)\n",
    "    gl.xlabels_top = False\n",
    "    gl.ylabels_right = False\n",
    "    gl.xformatter = LONGITUDE_FORMATTER\n",
    "    gl.yformatter = LATITUDE_FORMATTER\n",
    "    return ax\n",
    "\n",
    "plt.figure()\n",
    "ax = make_map(ccrs.Mercator())\n",
    "ax.coastlines()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Higher resolution coastline for smaller areas\n",
    "\n",
    "Here we make a map of Monterey Bay. Using the default coastline, it doesn't work out so well."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "# map extent for Monterey Bay\n",
    "extent = [-122.3, -121.6, 36.5, 37.1]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<cartopy.mpl.feature_artist.FeatureArtist at 0x15e6d3220>"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure()\n",
    "ax = make_map(ccrs.Mercator())\n",
    "ax.set_extent(extent)\n",
    "ax.coastlines()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The following code produces a higher resolution coastline. The coastline data sets in Cartopy come from [Natural Earth](http://www.naturalearthdata.com/). The '10m' option refers to resolution that is appropriate for a 1:10 million scale map, not 10 meter resolution."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<cartopy.mpl.feature_artist.FeatureArtist at 0x15ea4a910>"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure()\n",
    "ax = make_map(ccrs.Mercator())\n",
    "ax.set_extent(extent)\n",
    "ax.coastlines('10m')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can also easily grab image tiles from the internet to show the same area. This example shows tiles from the familiar Google Maps. You can also show tiles from [Stamen Terrain](http://maps.stamen.com/terrain)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import cartopy.io.img_tiles as cimgt\n",
    "request = cimgt.GoogleTiles()\n",
    "\n",
    "plt.figure()\n",
    "ax = make_map(projection=request.crs)\n",
    "ax.set_extent(extent)\n",
    "ax.add_image(request,10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "<ipython-input-11-0957d03eb5a0>:2: DeprecationWarning: The StamenTerrain class was deprecated in v0.17. Please use Stamen('terrain-background') instead.\n",
      "  request = cimgt.StamenTerrain()\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import cartopy.io.img_tiles as cimgt\n",
    "request = cimgt.StamenTerrain()\n",
    "\n",
    "plt.figure()\n",
    "ax = make_map(projection=request.crs)\n",
    "ax.set_extent(extent)\n",
    "ax.add_image(request,10)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Using shapefiles\n",
    "\n",
    "GIS data often uses the binary shapefile format. Cartopy includes tools that greatly simplify the process of reading these files in Python. To demonstrate, we will map out wetlands and roads near Elkhorn Slough from data contained in GIS shapefiles.\n",
    "\n",
    "The following code uses data that can be downloaded from the Elkhorn Slough Foundation website:\n",
    "http://www.elkhornslough.org/gis/index.htm\n",
    "\n",
    "As noted on the site, the shapefiles use a Universal Transverse Mercator Zone 10 projection to convert between distance in meters, and latitude and longitude. They use the WGS84 datum to specify the shape of the ellipsoidal Earth, which is the default in Cartopy. It is important that we specify the same projection when reading the data. Here, we create a custom projection, `p`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "from cartopy.io import shapereader\n",
    "\n",
    "wetshp = shapereader.Reader('data/Elkhorn_Slough_GIS/WETLAND/wetland.shp')\n",
    "p = ccrs.UTM(zone=10)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The data can be displayed by following two steps\n",
    "\n",
    "1) Creating a Cartopy axis object, which can be any projection you want (Mercator in this case). This is similar to the plots created earlier.\n",
    "\n",
    "2) Looping through the geometries contained in the shapefile, and adding them to the map. Our custom projection must be specified here when reading the shapefile. This ensures that there is a correct conversion from distance in meters (the information contained in the shapefile) to longitude and latitude (which is what we want to plot)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure()\n",
    "\n",
    "extent = ([-121.85,-121.65,36.76,36.9])\n",
    "ax = make_map(projection=ccrs.Mercator())\n",
    "ax.set_extent(extent)\n",
    "\n",
    "for geometry in wetshp.geometries():\n",
    "    try:\n",
    "        ax.add_geometries(geometry, p, facecolor='white',\n",
    "                          edgecolor='black')\n",
    "    except:\n",
    "        pass"
   ]
  }
 ],
 "metadata": {
  "anaconda-cloud": {},
  "kernelspec": {
   "display_name": "Python 3.10.6 ('data-book')",
   "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": "3.10.6"
  },
  "vscode": {
   "interpreter": {
    "hash": "0ef88d3abb6b62f34a20525ce337090c4512fe8aecf32c74604482b944e1c3bd"
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}