{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 87,
   "id": "41da1fbc-35b7-49cc-9352-a262309b444e",
   "metadata": {
    "collapsed": true,
    "jupyter": {
     "outputs_hidden": true
    },
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Defaulting to user installation because normal site-packages is not writeable\n",
      "Requirement already satisfied: geopandas in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (0.10.2)\n",
      "Requirement already satisfied: folium in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (0.12.1.post1)\n",
      "Requirement already satisfied: rasterio in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (1.2.8)\n",
      "Requirement already satisfied: pyproj>=2.2.0 in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (from geopandas) (3.3.0)\n",
      "Requirement already satisfied: pandas>=0.25.0 in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (from geopandas) (1.3.5)\n",
      "Requirement already satisfied: shapely>=1.6 in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (from geopandas) (1.8.0)\n",
      "Requirement already satisfied: fiona>=1.8 in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (from geopandas) (1.8.20)\n",
      "Requirement already satisfied: numpy in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (from folium) (1.22.0)\n",
      "Requirement already satisfied: jinja2>=2.9 in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (from folium) (3.0.3)\n",
      "Requirement already satisfied: requests in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (from folium) (2.27.1)\n",
      "Requirement already satisfied: branca>=0.3.0 in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (from folium) (0.4.2)\n",
      "Requirement already satisfied: click>=4.0 in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (from rasterio) (7.1.2)\n",
      "Requirement already satisfied: setuptools in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (from rasterio) (59.8.0)\n",
      "Requirement already satisfied: affine in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (from rasterio) (2.3.0)\n",
      "Requirement already satisfied: attrs in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (from rasterio) (21.4.0)\n",
      "Requirement already satisfied: click-plugins in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (from rasterio) (1.1.1)\n",
      "Requirement already satisfied: cligj>=0.5 in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (from rasterio) (0.7.2)\n",
      "Requirement already satisfied: snuggs>=1.4.1 in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (from rasterio) (1.4.7)\n",
      "Requirement already satisfied: certifi in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (from rasterio) (2021.10.8)\n",
      "Requirement already satisfied: six>=1.7 in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (from fiona>=1.8->geopandas) (1.16.0)\n",
      "Requirement already satisfied: munch in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (from fiona>=1.8->geopandas) (2.5.0)\n",
      "Requirement already satisfied: MarkupSafe>=2.0 in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (from jinja2>=2.9->folium) (2.0.1)\n",
      "Requirement already satisfied: python-dateutil>=2.7.3 in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (from pandas>=0.25.0->geopandas) (2.8.0)\n",
      "Requirement already satisfied: pytz>=2017.3 in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (from pandas>=0.25.0->geopandas) (2021.3)\n",
      "Requirement already satisfied: pyparsing>=2.1.6 in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (from snuggs>=1.4.1->rasterio) (3.0.7)\n",
      "Requirement already satisfied: charset-normalizer~=2.0.0 in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (from requests->folium) (2.0.10)\n",
      "Requirement already satisfied: idna<4,>=2.5 in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (from requests->folium) (3.3)\n",
      "Requirement already satisfied: urllib3<1.27,>=1.21.1 in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (from requests->folium) (1.25.11)\n",
      "Note: you may need to restart the kernel to use updated packages.\n"
     ]
    }
   ],
   "source": [
    "pip install geopandas folium rasterio"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 93,
   "id": "01fdb484-883c-4374-981e-62483c8a704b",
   "metadata": {
    "collapsed": true,
    "jupyter": {
     "outputs_hidden": true
    },
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Defaulting to user installation because normal site-packages is not writeable\n",
      "Requirement already satisfied: folium in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (0.12.1.post1)\n",
      "Requirement already satisfied: geopandas in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (0.10.2)\n",
      "Requirement already satisfied: requests in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (from folium) (2.27.1)\n",
      "Requirement already satisfied: jinja2>=2.9 in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (from folium) (3.0.3)\n",
      "Requirement already satisfied: numpy in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (from folium) (1.22.0)\n",
      "Requirement already satisfied: branca>=0.3.0 in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (from folium) (0.4.2)\n",
      "Requirement already satisfied: shapely>=1.6 in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (from geopandas) (1.8.0)\n",
      "Requirement already satisfied: fiona>=1.8 in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (from geopandas) (1.8.20)\n",
      "Requirement already satisfied: pyproj>=2.2.0 in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (from geopandas) (3.3.0)\n",
      "Requirement already satisfied: pandas>=0.25.0 in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (from geopandas) (1.3.5)\n",
      "Requirement already satisfied: attrs>=17 in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (from fiona>=1.8->geopandas) (21.4.0)\n",
      "Requirement already satisfied: certifi in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (from fiona>=1.8->geopandas) (2021.10.8)\n",
      "Requirement already satisfied: click>=4.0 in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (from fiona>=1.8->geopandas) (7.1.2)\n",
      "Requirement already satisfied: cligj>=0.5 in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (from fiona>=1.8->geopandas) (0.7.2)\n",
      "Requirement already satisfied: click-plugins>=1.0 in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (from fiona>=1.8->geopandas) (1.1.1)\n",
      "Requirement already satisfied: six>=1.7 in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (from fiona>=1.8->geopandas) (1.16.0)\n",
      "Requirement already satisfied: munch in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (from fiona>=1.8->geopandas) (2.5.0)\n",
      "Requirement already satisfied: setuptools in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (from fiona>=1.8->geopandas) (59.8.0)\n",
      "Requirement already satisfied: MarkupSafe>=2.0 in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (from jinja2>=2.9->folium) (2.0.1)\n",
      "Requirement already satisfied: python-dateutil>=2.7.3 in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (from pandas>=0.25.0->geopandas) (2.8.0)\n",
      "Requirement already satisfied: pytz>=2017.3 in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (from pandas>=0.25.0->geopandas) (2021.3)\n",
      "Requirement already satisfied: urllib3<1.27,>=1.21.1 in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (from requests->folium) (1.25.11)\n",
      "Requirement already satisfied: charset-normalizer~=2.0.0 in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (from requests->folium) (2.0.10)\n",
      "Requirement already satisfied: idna<4,>=2.5 in /cvmfs/cybergis.illinois.edu/software/conda/cybergisx/python3-0.9.0/lib/python3.8/site-packages (from requests->folium) (3.3)\n",
      "Note: you may need to restart the kernel to use updated packages.\n"
     ]
    }
   ],
   "source": [
    "pip install folium geopandas\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 94,
   "id": "3ea3aa3d-31e3-4d68-babf-27780afb5509",
   "metadata": {},
   "outputs": [],
   "source": [
    "import folium\n",
    "import geopandas as gpd\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 98,
   "id": "d881a1be-a4b0-4088-a627-077e36437688",
   "metadata": {},
   "outputs": [],
   "source": [
    "#Watershed & Subwatershed\n",
    "shapefile_path = \"WBDHU12.shp\" #This contains the boundaries of the watershed 8 - 14080105 and its subwatersheds\n",
    "gdf = gpd.read_file(shapefile_path)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 108,
   "id": "95d7a1bc-e5e5-4345-aade-235181c3840d",
   "metadata": {},
   "outputs": [],
   "source": [
    "geojson_data = gdf.__geo_interface__  #GeoDataFrame data to GeoJSON data\n",
    "m = folium.Map(location=[36.9990, -109.0452], zoom_start=7) #make a folium map centered in the Southwest\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 109,
   "id": "e78409e1-609d-4a45-9689-1024aa3ba2c9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<folium.features.GeoJson at 0x7f6945b47070>"
      ]
     },
     "execution_count": 109,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#Add the overlay to the folium map\n",
    "folium.GeoJson(\n",
    "    geojson_data,\n",
    "    name=\"My Shapefile Overlay\"\n",
    ").add_to(m)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 110,
   "id": "2938c79e-b71a-4670-be26-bf82ec47e4c8",
   "metadata": {},
   "outputs": [],
   "source": [
    "m.save(\"shapefile_map.html\") #make it an html file that we can see on the web"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "8b88df0e-15e4-4de7-b6f9-afbdd10adaf4",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "3b5a0d94-84c2-49bd-9665-d0c26f136118",
   "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": "3.8.12"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}