Folium_example.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**Folium** is probably my favorite mapping library making dynamic [Leaflet]( https://leafletjs.com/) maps. Here are a few examples using data from the Icelandic Met Office.\n",
    "- Use a basemap\n",
    "- Add a layer via WMS\n",
    "- Add a layer via WFS with a query\n",
    "- Add a layer via ArcGIS REST Service\n",
    "\n",
    "Check out [Folium](https://python-visualization.github.io/folium/latest/) site for more mapping goodness."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import folium\n",
    "import requests\n",
    "import json\n",
    "import os"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div style=\"width:100%;\"><div style=\"position:relative;width:100%;height:0;padding-bottom:60%;\"><span style=\"color:#565656\">Make this Notebook Trusted to load map: File -> Trust Notebook</span><iframe srcdoc=\"&lt;!DOCTYPE html&gt;\n",
       "&lt;html&gt;\n",
       "&lt;head&gt;\n",
       "    \n",
       "    &lt;meta http-equiv=&quot;content-type&quot; content=&quot;text/html; charset=UTF-8&quot; /&gt;\n",
       "    \n",
       "        &lt;script&gt;\n",
       "            L_NO_TOUCH = false;\n",
       "            L_DISABLE_3D = false;\n",
       "        &lt;/script&gt;\n",
       "    \n",
       "    &lt;style&gt;html, body {width: 100%;height: 100%;margin: 0;padding: 0;}&lt;/style&gt;\n",
       "    &lt;style&gt;#map {position:absolute;top:0;bottom:0;right:0;left:0;}&lt;/style&gt;\n",
       "    &lt;script src=&quot;https://cdn.jsdelivr.net/npm/leaflet@1.9.3/dist/leaflet.js&quot;&gt;&lt;/script&gt;\n",
       "    &lt;script src=&quot;https://code.jquery.com/jquery-1.12.4.min.js&quot;&gt;&lt;/script&gt;\n",
       "    &lt;script src=&quot;https://cdn.jsdelivr.net/npm/bootstrap@5.2.2/dist/js/bootstrap.bundle.min.js&quot;&gt;&lt;/script&gt;\n",
       "    &lt;script src=&quot;https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.js&quot;&gt;&lt;/script&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdn.jsdelivr.net/npm/leaflet@1.9.3/dist/leaflet.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdn.jsdelivr.net/npm/bootstrap@5.2.2/dist/css/bootstrap.min.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://netdna.bootstrapcdn.com/bootstrap/3.0.0/css/bootstrap.min.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdn.jsdelivr.net/npm/@fortawesome/fontawesome-free@6.2.0/css/all.min.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdn.jsdelivr.net/gh/python-visualization/folium/folium/templates/leaflet.awesome.rotate.min.css&quot;/&gt;\n",
       "    \n",
       "            &lt;meta name=&quot;viewport&quot; content=&quot;width=device-width,\n",
       "                initial-scale=1.0, maximum-scale=1.0, user-scalable=no&quot; /&gt;\n",
       "            &lt;style&gt;\n",
       "                #map_6009c97c74b58a4acd35e4ebfabe6a6e {\n",
       "                    position: relative;\n",
       "                    width: 100.0%;\n",
       "                    height: 100.0%;\n",
       "                    left: 0.0%;\n",
       "                    top: 0.0%;\n",
       "                }\n",
       "                .leaflet-container { font-size: 1rem; }\n",
       "            &lt;/style&gt;\n",
       "        \n",
       "&lt;/head&gt;\n",
       "&lt;body&gt;\n",
       "    \n",
       "    \n",
       "            &lt;div class=&quot;folium-map&quot; id=&quot;map_6009c97c74b58a4acd35e4ebfabe6a6e&quot; &gt;&lt;/div&gt;\n",
       "        \n",
       "&lt;/body&gt;\n",
       "&lt;script&gt;\n",
       "    \n",
       "    \n",
       "            var map_6009c97c74b58a4acd35e4ebfabe6a6e = L.map(\n",
       "                &quot;map_6009c97c74b58a4acd35e4ebfabe6a6e&quot;,\n",
       "                {\n",
       "                    center: [65.0, -19.0],\n",
       "                    crs: L.CRS.EPSG3857,\n",
       "                    zoom: 6,\n",
       "                    zoomControl: true,\n",
       "                    preferCanvas: false,\n",
       "                }\n",
       "            );\n",
       "\n",
       "            \n",
       "\n",
       "        \n",
       "    \n",
       "            var tile_layer_485252ff09032db030e4dce740a63f7c = L.tileLayer(\n",
       "                &quot;https://geo.vedur.is/geoserver/www/imo_basemap_epsg3857/{z}/{x}/{y}.png&quot;,\n",
       "                {&quot;attribution&quot;: &quot;Icelandic Met Office | National Land Survey of Iceland | \\u00a9 OpenStreetMap contributors&quot;, &quot;detectRetina&quot;: false, &quot;maxNativeZoom&quot;: 18, &quot;maxZoom&quot;: 18, &quot;minZoom&quot;: 0, &quot;noWrap&quot;: false, &quot;opacity&quot;: 1, &quot;subdomains&quot;: &quot;abc&quot;, &quot;tms&quot;: false}\n",
       "            ).addTo(map_6009c97c74b58a4acd35e4ebfabe6a6e);\n",
       "        \n",
       "&lt;/script&gt;\n",
       "&lt;/html&gt;\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x7f9a52a9a400>"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# let's start by creating an empty map using the IMO basemap\n",
    "\n",
    "# basemap tile url and attribution\n",
    "basemap_tiles = \"https://geo.vedur.is/geoserver/www/imo_basemap_epsg3857/{z}/{x}/{y}.png\"\n",
    "basemap_attribution = \"Icelandic Met Office | National Land Survey of Iceland | © OpenStreetMap contributors\"\n",
    "\n",
    "#create map and assign options\n",
    "map = folium.Map(location=[65, -19], zoom_start=6, tiles=basemap_tiles, attr=basemap_attribution)\n",
    "\n",
    "#initiate and display map. You can also save as html with map.save(\"index.html\")\n",
    "map"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div style=\"width:100%;\"><div style=\"position:relative;width:100%;height:0;padding-bottom:60%;\"><span style=\"color:#565656\">Make this Notebook Trusted to load map: File -> Trust Notebook</span><iframe srcdoc=\"&lt;!DOCTYPE html&gt;\n",
       "&lt;html&gt;\n",
       "&lt;head&gt;\n",
       "    \n",
       "    &lt;meta http-equiv=&quot;content-type&quot; content=&quot;text/html; charset=UTF-8&quot; /&gt;\n",
       "    \n",
       "        &lt;script&gt;\n",
       "            L_NO_TOUCH = false;\n",
       "            L_DISABLE_3D = false;\n",
       "        &lt;/script&gt;\n",
       "    \n",
       "    &lt;style&gt;html, body {width: 100%;height: 100%;margin: 0;padding: 0;}&lt;/style&gt;\n",
       "    &lt;style&gt;#map {position:absolute;top:0;bottom:0;right:0;left:0;}&lt;/style&gt;\n",
       "    &lt;script src=&quot;https://cdn.jsdelivr.net/npm/leaflet@1.9.3/dist/leaflet.js&quot;&gt;&lt;/script&gt;\n",
       "    &lt;script src=&quot;https://code.jquery.com/jquery-1.12.4.min.js&quot;&gt;&lt;/script&gt;\n",
       "    &lt;script src=&quot;https://cdn.jsdelivr.net/npm/bootstrap@5.2.2/dist/js/bootstrap.bundle.min.js&quot;&gt;&lt;/script&gt;\n",
       "    &lt;script src=&quot;https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.js&quot;&gt;&lt;/script&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdn.jsdelivr.net/npm/leaflet@1.9.3/dist/leaflet.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdn.jsdelivr.net/npm/bootstrap@5.2.2/dist/css/bootstrap.min.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://netdna.bootstrapcdn.com/bootstrap/3.0.0/css/bootstrap.min.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdn.jsdelivr.net/npm/@fortawesome/fontawesome-free@6.2.0/css/all.min.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdn.jsdelivr.net/gh/python-visualization/folium/folium/templates/leaflet.awesome.rotate.min.css&quot;/&gt;\n",
       "    \n",
       "            &lt;meta name=&quot;viewport&quot; content=&quot;width=device-width,\n",
       "                initial-scale=1.0, maximum-scale=1.0, user-scalable=no&quot; /&gt;\n",
       "            &lt;style&gt;\n",
       "                #map_c362ae80626f383d19e63baa67b086c9 {\n",
       "                    position: relative;\n",
       "                    width: 100.0%;\n",
       "                    height: 100.0%;\n",
       "                    left: 0.0%;\n",
       "                    top: 0.0%;\n",
       "                }\n",
       "                .leaflet-container { font-size: 1rem; }\n",
       "            &lt;/style&gt;\n",
       "        \n",
       "&lt;/head&gt;\n",
       "&lt;body&gt;\n",
       "    \n",
       "    \n",
       "            &lt;div class=&quot;folium-map&quot; id=&quot;map_c362ae80626f383d19e63baa67b086c9&quot; &gt;&lt;/div&gt;\n",
       "        \n",
       "&lt;/body&gt;\n",
       "&lt;script&gt;\n",
       "    \n",
       "    \n",
       "            var map_c362ae80626f383d19e63baa67b086c9 = L.map(\n",
       "                &quot;map_c362ae80626f383d19e63baa67b086c9&quot;,\n",
       "                {\n",
       "                    center: [66.15, -22.2],\n",
       "                    crs: L.CRS.EPSG3857,\n",
       "                    zoom: 11,\n",
       "                    zoomControl: true,\n",
       "                    preferCanvas: false,\n",
       "                }\n",
       "            );\n",
       "\n",
       "            \n",
       "\n",
       "        \n",
       "    \n",
       "            var tile_layer_6b5a386aa3b68a2564090b85cb819bf4 = L.tileLayer(\n",
       "                &quot;https://geo.vedur.is/geoserver/www/imo_basemap_epsg3857/{z}/{x}/{y}.png&quot;,\n",
       "                {&quot;attribution&quot;: &quot;Icelandic Met Office | National Land Survey of Iceland | \\u00a9 OpenStreetMap contributors&quot;, &quot;detectRetina&quot;: false, &quot;maxNativeZoom&quot;: 18, &quot;maxZoom&quot;: 18, &quot;minZoom&quot;: 0, &quot;noWrap&quot;: false, &quot;opacity&quot;: 1, &quot;subdomains&quot;: &quot;abc&quot;, &quot;tms&quot;: false}\n",
       "            ).addTo(map_c362ae80626f383d19e63baa67b086c9);\n",
       "        \n",
       "    \n",
       "            var macro_element_cdd481545208e0741b5148ad76fb2531 = L.tileLayer.wms(\n",
       "                &quot;https://geo.vedur.is/geoserver/wms&quot;,\n",
       "                {&quot;attribution&quot;: &quot;&quot;, &quot;format&quot;: &quot;image/png&quot;, &quot;layers&quot;: &quot;glaciology:glacieroutline_lia&quot;, &quot;styles&quot;: &quot;&quot;, &quot;transparent&quot;: true, &quot;version&quot;: &quot;1.1.1&quot;}\n",
       "            ).addTo(map_c362ae80626f383d19e63baa67b086c9);\n",
       "        \n",
       "&lt;/script&gt;\n",
       "&lt;/html&gt;\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x7f9a52a9eb80>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# let's add a WMS layers and zoom in our map a bit\n",
    "# we will use on of several glacier outlines available\n",
    "# to get a full list of avaialble layers goto https://geo.vedur.is/geoserver/wms?request=GetCapabilities&service=WMS\n",
    "\n",
    "map = folium.Map(location=[66.15, -22.2], zoom_start=11, tiles=basemap_tiles, attr=basemap_attribution)\n",
    "\n",
    "# define parameters for a WMS layer\n",
    "wms_overlay = folium.raster_layers.WmsTileLayer(\n",
    "               url=\"https://geo.vedur.is/geoserver/wms\", # url to wms server\n",
    "               name=\"Glacier outlines around 1890\", # name of wms layer for layer controls\n",
    "               fmt='image/png',  # image/png is the default for format\n",
    "               layers=\"glaciology:glacieroutline_lia\", # name of wms layer\n",
    "               transparent=True, # allow transparancy\n",
    "               #opacity=0.5, # set transparancy\n",
    "               overlay=True, # overlay wms layer on top of basemap\n",
    "               )\n",
    "\n",
    "wms_overlay.add_to(map)\n",
    "\n",
    "map"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'type': 'FeatureCollection',\n",
       " 'features': [{'type': 'Feature',\n",
       "   'id': 'IcelandicMetOffice_CAP_areas.9',\n",
       "   'geometry': {'type': 'MultiPolygon',\n",
       "    'coordinates': [[[[-23.39, 65.6],\n",
       "       [-23.65, 65.59],\n",
       "       [-24.01, 65.71],\n",
       "       [-24.11, 65.81],\n",
       "       [-23.86, 66.06],\n",
       "       [-23.27, 66.3],\n",
       "       [-23.1, 66.56],\n",
       "       [-22.87, 66.52],\n",
       "       [-22.58, 66.47],\n",
       "       [-22, 65.99],\n",
       "       [-22, 65.7],\n",
       "       [-22.54, 65.69],\n",
       "       [-23.01, 65.65],\n",
       "       [-23.39, 65.6]]]]},\n",
       "   'geometry_name': 'the_geom',\n",
       "   'properties': {'name_en': 'Westfjords',\n",
       "    'name_is': 'Vestfirðir',\n",
       "    'region_ord': 5}}],\n",
       " 'totalFeatures': 1,\n",
       " 'numberMatched': 1,\n",
       " 'numberReturned': 1,\n",
       " 'timeStamp': '2023-09-15T23:12:55.785Z',\n",
       " 'crs': {'type': 'name', 'properties': {'name': 'urn:ogc:def:crs:EPSG::4326'}}}"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# now let's try WFS\n",
    "\n",
    "# constructing a request\n",
    "base_url = 'https://geo.vedur.is/geoserver/ows?'\n",
    "params = {\n",
    "    'service':'WFS',\n",
    "    'version': '1.0.0',\n",
    "    'request': 'GetFeature',\n",
    "    'typeName': 'meteorology:IcelandicMetOffice_CAP_areas',\n",
    "    #'cql_filter': 'region_ord LIKE \\'2%\\'',\n",
    "    'cql_filter': 'region_ord = 5',\n",
    "    'outputFormat': 'application/json'\n",
    "}\n",
    "\n",
    "# send request\n",
    "r = requests.get(base_url, params)\n",
    "# lets take a look at the geoJSON\n",
    "r.json()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "# save response as json\n",
    "data = r.json()\n",
    "with open(os.path.join('data/','forecast_areas.json'), 'w') as f:\n",
    "    json.dump(data, f)\n",
    "f.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div style=\"width:100%;\"><div style=\"position:relative;width:100%;height:0;padding-bottom:60%;\"><span style=\"color:#565656\">Make this Notebook Trusted to load map: File -> Trust Notebook</span><iframe srcdoc=\"&lt;!DOCTYPE html&gt;\n",
       "&lt;html&gt;\n",
       "&lt;head&gt;\n",
       "    \n",
       "    &lt;meta http-equiv=&quot;content-type&quot; content=&quot;text/html; charset=UTF-8&quot; /&gt;\n",
       "    \n",
       "        &lt;script&gt;\n",
       "            L_NO_TOUCH = false;\n",
       "            L_DISABLE_3D = false;\n",
       "        &lt;/script&gt;\n",
       "    \n",
       "    &lt;style&gt;html, body {width: 100%;height: 100%;margin: 0;padding: 0;}&lt;/style&gt;\n",
       "    &lt;style&gt;#map {position:absolute;top:0;bottom:0;right:0;left:0;}&lt;/style&gt;\n",
       "    &lt;script src=&quot;https://cdn.jsdelivr.net/npm/leaflet@1.9.3/dist/leaflet.js&quot;&gt;&lt;/script&gt;\n",
       "    &lt;script src=&quot;https://code.jquery.com/jquery-1.12.4.min.js&quot;&gt;&lt;/script&gt;\n",
       "    &lt;script src=&quot;https://cdn.jsdelivr.net/npm/bootstrap@5.2.2/dist/js/bootstrap.bundle.min.js&quot;&gt;&lt;/script&gt;\n",
       "    &lt;script src=&quot;https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.js&quot;&gt;&lt;/script&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdn.jsdelivr.net/npm/leaflet@1.9.3/dist/leaflet.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdn.jsdelivr.net/npm/bootstrap@5.2.2/dist/css/bootstrap.min.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://netdna.bootstrapcdn.com/bootstrap/3.0.0/css/bootstrap.min.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdn.jsdelivr.net/npm/@fortawesome/fontawesome-free@6.2.0/css/all.min.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdnjs.cloudflare.com/ajax/libs/Leaflet.awesome-markers/2.0.2/leaflet.awesome-markers.css&quot;/&gt;\n",
       "    &lt;link rel=&quot;stylesheet&quot; href=&quot;https://cdn.jsdelivr.net/gh/python-visualization/folium/folium/templates/leaflet.awesome.rotate.min.css&quot;/&gt;\n",
       "    \n",
       "            &lt;meta name=&quot;viewport&quot; content=&quot;width=device-width,\n",
       "                initial-scale=1.0, maximum-scale=1.0, user-scalable=no&quot; /&gt;\n",
       "            &lt;style&gt;\n",
       "                #map_58e4ec909042ca21dee25efc9737eb4a {\n",
       "                    position: relative;\n",
       "                    width: 100.0%;\n",
       "                    height: 100.0%;\n",
       "                    left: 0.0%;\n",
       "                    top: 0.0%;\n",
       "                }\n",
       "                .leaflet-container { font-size: 1rem; }\n",
       "            &lt;/style&gt;\n",
       "        \n",
       "&lt;/head&gt;\n",
       "&lt;body&gt;\n",
       "    \n",
       "    \n",
       "            &lt;div class=&quot;folium-map&quot; id=&quot;map_58e4ec909042ca21dee25efc9737eb4a&quot; &gt;&lt;/div&gt;\n",
       "        \n",
       "&lt;/body&gt;\n",
       "&lt;script&gt;\n",
       "    \n",
       "    \n",
       "            var map_58e4ec909042ca21dee25efc9737eb4a = L.map(\n",
       "                &quot;map_58e4ec909042ca21dee25efc9737eb4a&quot;,\n",
       "                {\n",
       "                    center: [65.0, -19.0],\n",
       "                    crs: L.CRS.EPSG3857,\n",
       "                    zoom: 6,\n",
       "                    zoomControl: true,\n",
       "                    preferCanvas: false,\n",
       "                }\n",
       "            );\n",
       "\n",
       "            \n",
       "\n",
       "        \n",
       "    \n",
       "            var tile_layer_9d868c0e2660df2957e7caa34484669c = L.tileLayer(\n",
       "                &quot;https://geo.vedur.is/geoserver/www/imo_basemap_epsg3857/{z}/{x}/{y}.png&quot;,\n",
       "                {&quot;attribution&quot;: &quot;Icelandic Met Office | National Land Survey of Iceland | \\u00a9 OpenStreetMap contributors&quot;, &quot;detectRetina&quot;: false, &quot;maxNativeZoom&quot;: 18, &quot;maxZoom&quot;: 18, &quot;minZoom&quot;: 0, &quot;noWrap&quot;: false, &quot;opacity&quot;: 1, &quot;subdomains&quot;: &quot;abc&quot;, &quot;tms&quot;: false}\n",
       "            ).addTo(map_58e4ec909042ca21dee25efc9737eb4a);\n",
       "        \n",
       "    \n",
       "\n",
       "        function geo_json_307305556453b1f89374665efab83e8a_onEachFeature(feature, layer) {\n",
       "            layer.on({\n",
       "            });\n",
       "        };\n",
       "        var geo_json_307305556453b1f89374665efab83e8a = L.geoJson(null, {\n",
       "                onEachFeature: geo_json_307305556453b1f89374665efab83e8a_onEachFeature,\n",
       "            \n",
       "        });\n",
       "\n",
       "        function geo_json_307305556453b1f89374665efab83e8a_add (data) {\n",
       "            geo_json_307305556453b1f89374665efab83e8a\n",
       "                .addData(data)\n",
       "                .addTo(map_58e4ec909042ca21dee25efc9737eb4a);\n",
       "        }\n",
       "            geo_json_307305556453b1f89374665efab83e8a_add({&quot;crs&quot;: {&quot;properties&quot;: {&quot;name&quot;: &quot;urn:ogc:def:crs:EPSG::4326&quot;}, &quot;type&quot;: &quot;name&quot;}, &quot;features&quot;: [{&quot;geometry&quot;: {&quot;coordinates&quot;: [[[[-23.39, 65.6], [-23.65, 65.59], [-24.01, 65.71], [-24.11, 65.81], [-23.86, 66.06], [-23.27, 66.3], [-23.1, 66.56], [-22.87, 66.52], [-22.58, 66.47], [-22, 65.99], [-22, 65.7], [-22.54, 65.69], [-23.01, 65.65], [-23.39, 65.6]]]], &quot;type&quot;: &quot;MultiPolygon&quot;}, &quot;geometry_name&quot;: &quot;the_geom&quot;, &quot;id&quot;: &quot;IcelandicMetOffice_CAP_areas.9&quot;, &quot;properties&quot;: {&quot;name_en&quot;: &quot;Westfjords&quot;, &quot;name_is&quot;: &quot;Vestfir\\u00f0ir&quot;, &quot;region_ord&quot;: 5}, &quot;type&quot;: &quot;Feature&quot;}], &quot;numberMatched&quot;: 1, &quot;numberReturned&quot;: 1, &quot;timeStamp&quot;: &quot;2023-09-15T23:12:55.785Z&quot;, &quot;totalFeatures&quot;: 1, &quot;type&quot;: &quot;FeatureCollection&quot;});\n",
       "\n",
       "        \n",
       "    \n",
       "            var layer_control_f2d48ccaeae3ee79c31477d3d2236a25 = {\n",
       "                base_layers : {\n",
       "                    &quot;https://geo.vedur.is/geoserver/www/imo_basemap_epsg3857/{z}/{x}/{y}.png&quot; : tile_layer_9d868c0e2660df2957e7caa34484669c,\n",
       "                },\n",
       "                overlays :  {\n",
       "                    &quot;Forecast areas&quot; : geo_json_307305556453b1f89374665efab83e8a,\n",
       "                },\n",
       "            };\n",
       "            L.control.layers(\n",
       "                layer_control_f2d48ccaeae3ee79c31477d3d2236a25.base_layers,\n",
       "                layer_control_f2d48ccaeae3ee79c31477d3d2236a25.overlays,\n",
       "                {&quot;autoZIndex&quot;: true, &quot;collapsed&quot;: true, &quot;position&quot;: &quot;topright&quot;}\n",
       "            ).addTo(map_58e4ec909042ca21dee25efc9737eb4a);\n",
       "        \n",
       "&lt;/script&gt;\n",
       "&lt;/html&gt;\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x7f9a52a9ebb0>"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# make a new map and add the geoJSON from the previous WFS request\n",
    "map = folium.Map(location=[65, -19], zoom_start=6, tiles=basemap_tiles, attr=basemap_attribution)\n",
    "folium.GeoJson(data, name=\"Forecast areas\").add_to(map)\n",
    "folium.LayerControl().add_to(map)\n",
    "map"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'type': 'FeatureCollection',\n",
       " 'features': [{'type': 'Feature',\n",
       "   'id': 'v_stations_wgs84.fid--6249f597_18a67f52bce_2521',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [-21.7511, 64.30177]},\n",
       "   'geometry_name': 'geom_wgs84',\n",
       "   'properties': {'gid': 16074,\n",
       "    'id_entity': 16074,\n",
       "    'name': 'Morastaðir',\n",
       "    'station_identifier': 'mor',\n",
       "    'marker': 'mor',\n",
       "    'lat': 64.30177,\n",
       "    'lon': -21.7511,\n",
       "    'altitude': 130,\n",
       "    'domain': 'geophysical',\n",
       "    'subtype': 'SIL stöð',\n",
       "    'operational_class': 'A',\n",
       "    'owner': None,\n",
       "    'date_start': '2017-11-22T14:00:00Z',\n",
       "    'date_end': None,\n",
       "    'service_bulletin': None}},\n",
       "  {'type': 'Feature',\n",
       "   'id': 'v_stations_wgs84.fid--6249f597_18a67f52bce_2522',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [-22.05954, 63.91995]},\n",
       "   'geometry_name': 'geom_wgs84',\n",
       "   'properties': {'gid': 18389,\n",
       "    'id_entity': 18389,\n",
       "    'name': 'Móhálsadalur',\n",
       "    'station_identifier': 'moh',\n",
       "    'marker': 'moh',\n",
       "    'lat': 63.91995,\n",
       "    'lon': -22.05954,\n",
       "    'altitude': 264,\n",
       "    'domain': 'geophysical',\n",
       "    'subtype': 'SIL stöð',\n",
       "    'operational_class': 'B',\n",
       "    'owner': None,\n",
       "    'date_start': '2021-03-05T00:00:00Z',\n",
       "    'date_end': None,\n",
       "    'service_bulletin': None}},\n",
       "  {'type': 'Feature',\n",
       "   'id': 'v_stations_wgs84.fid--6249f597_18a67f52bce_2523',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [-18.38647, 64.56014]},\n",
       "   'geometry_name': 'geom_wgs84',\n",
       "   'properties': {'gid': 5507,\n",
       "    'id_entity': 5507,\n",
       "    'name': 'Skrokkalda',\n",
       "    'station_identifier': 'skr',\n",
       "    'marker': 'skr',\n",
       "    'lat': 64.56014,\n",
       "    'lon': -18.38647,\n",
       "    'altitude': 858,\n",
       "    'domain': 'geophysical',\n",
       "    'subtype': 'SIL stöð',\n",
       "    'operational_class': 'B',\n",
       "    'owner': None,\n",
       "    'date_start': '1996-10-01T00:00:00Z',\n",
       "    'date_end': None,\n",
       "    'service_bulletin': None}},\n",
       "  {'type': 'Feature',\n",
       "   'id': 'v_stations_wgs84.fid--6249f597_18a67f52bce_2524',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [-17.6565, 64.2955]},\n",
       "   'geometry_name': 'geom_wgs84',\n",
       "   'properties': {'gid': 5452,\n",
       "    'id_entity': 5452,\n",
       "    'name': 'Húsbóndi',\n",
       "    'station_identifier': 'hus',\n",
       "    'marker': 'hus',\n",
       "    'lat': 64.2955,\n",
       "    'lon': -17.6565,\n",
       "    'altitude': 1314,\n",
       "    'domain': 'geophysical',\n",
       "    'subtype': 'SIL stöð',\n",
       "    'operational_class': 'C',\n",
       "    'owner': None,\n",
       "    'date_start': '2013-06-21T00:00:00Z',\n",
       "    'date_end': None,\n",
       "    'service_bulletin': None}},\n",
       "  {'type': 'Feature',\n",
       "   'id': 'v_stations_wgs84.fid--6249f597_18a67f52bce_2525',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [-19.69086, 64.02508]},\n",
       "   'geometry_name': 'geom_wgs84',\n",
       "   'properties': {'gid': 5413,\n",
       "    'id_entity': 5413,\n",
       "    'name': 'Feðgar',\n",
       "    'station_identifier': 'fed',\n",
       "    'marker': 'fed',\n",
       "    'lat': 64.02508,\n",
       "    'lon': -19.69086,\n",
       "    'altitude': 432,\n",
       "    'domain': 'geophysical',\n",
       "    'subtype': 'SIL stöð',\n",
       "    'operational_class': 'B',\n",
       "    'owner': None,\n",
       "    'date_start': '2010-06-13T00:00:00Z',\n",
       "    'date_end': None,\n",
       "    'service_bulletin': None}},\n",
       "  {'type': 'Feature',\n",
       "   'id': 'v_stations_wgs84.fid--6249f597_18a67f52bce_2526',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [-22.70563, 63.81681]},\n",
       "   'geometry_name': 'geom_wgs84',\n",
       "   'properties': {'gid': 5496,\n",
       "    'id_entity': 5496,\n",
       "    'name': 'Reykjanes',\n",
       "    'station_identifier': 'rne',\n",
       "    'marker': 'rne',\n",
       "    'lat': 63.81681,\n",
       "    'lon': -22.70563,\n",
       "    'altitude': 19,\n",
       "    'domain': 'geophysical',\n",
       "    'subtype': 'SIL stöð',\n",
       "    'operational_class': 'A',\n",
       "    'owner': None,\n",
       "    'date_start': '2008-06-17T00:00:00Z',\n",
       "    'date_end': None,\n",
       "    'service_bulletin': None}},\n",
       "  {'type': 'Feature',\n",
       "   'id': 'v_stations_wgs84.fid--6249f597_18a67f52bce_2527',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [-19.08079, 63.67231]},\n",
       "   'geometry_name': 'geom_wgs84',\n",
       "   'properties': {'gid': 5389,\n",
       "    'id_entity': 5389,\n",
       "    'name': 'Austmannsbunga',\n",
       "    'station_identifier': 'aus',\n",
       "    'marker': 'aus',\n",
       "    'lat': 63.67231,\n",
       "    'lon': -19.08079,\n",
       "    'altitude': 1373,\n",
       "    'domain': 'geophysical',\n",
       "    'subtype': 'SIL stöð',\n",
       "    'operational_class': 'C',\n",
       "    'owner': None,\n",
       "    'date_start': '2011-12-15T00:00:00Z',\n",
       "    'date_end': None,\n",
       "    'service_bulletin': None}},\n",
       "  {'type': 'Feature',\n",
       "   'id': 'v_stations_wgs84.fid--6249f597_18a67f52bce_2528',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [-17.90967, 66.12336]},\n",
       "   'geometry_name': 'geom_wgs84',\n",
       "   'properties': {'gid': 5398,\n",
       "    'id_entity': 5398,\n",
       "    'name': 'Brettingsstaðir',\n",
       "    'station_identifier': 'bre',\n",
       "    'marker': 'bre',\n",
       "    'lat': 66.12336,\n",
       "    'lon': -17.90967,\n",
       "    'altitude': 41,\n",
       "    'domain': 'geophysical',\n",
       "    'subtype': 'SIL stöð',\n",
       "    'operational_class': 'B',\n",
       "    'owner': None,\n",
       "    'date_start': '2000-11-17T00:00:00Z',\n",
       "    'date_end': None,\n",
       "    'service_bulletin': None}},\n",
       "  {'type': 'Feature',\n",
       "   'id': 'v_stations_wgs84.fid--6249f597_18a67f52bce_2529',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [-19.11732, 63.82402]},\n",
       "   'geometry_name': 'geom_wgs84',\n",
       "   'properties': {'gid': 5509,\n",
       "    'id_entity': 5509,\n",
       "    'name': 'Slysaalda',\n",
       "    'station_identifier': 'sly',\n",
       "    'marker': 'sly',\n",
       "    'lat': 63.82402,\n",
       "    'lon': -19.11732,\n",
       "    'altitude': 633,\n",
       "    'domain': 'geophysical',\n",
       "    'subtype': 'SIL stöð',\n",
       "    'operational_class': 'B',\n",
       "    'owner': None,\n",
       "    'date_start': '2010-12-17T00:00:00Z',\n",
       "    'date_end': None,\n",
       "    'service_bulletin': None}},\n",
       "  {'type': 'Feature',\n",
       "   'id': 'v_stations_wgs84.fid--6249f597_18a67f52bce_252a',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [-19.4508, 63.52503]},\n",
       "   'geometry_name': 'geom_wgs84',\n",
       "   'properties': {'gid': 5410,\n",
       "    'id_entity': 5410,\n",
       "    'name': 'Eystri_Skógar',\n",
       "    'station_identifier': 'esk',\n",
       "    'marker': 'esk',\n",
       "    'lat': 63.52503,\n",
       "    'lon': -19.4508,\n",
       "    'altitude': 95,\n",
       "    'domain': 'geophysical',\n",
       "    'subtype': 'SIL stöð',\n",
       "    'operational_class': 'A',\n",
       "    'owner': None,\n",
       "    'date_start': '2001-10-04T00:00:00Z',\n",
       "    'date_end': None,\n",
       "    'service_bulletin': None}},\n",
       "  {'type': 'Feature',\n",
       "   'id': 'v_stations_wgs84.fid--6249f597_18a67f52bce_252b',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [-17.18254, 64.27081]},\n",
       "   'geometry_name': 'geom_wgs84',\n",
       "   'properties': {'gid': 5531,\n",
       "    'id_entity': 5531,\n",
       "    'name': 'Vöttur',\n",
       "    'station_identifier': 'vot',\n",
       "    'marker': 'vot',\n",
       "    'lat': 64.27081,\n",
       "    'lon': -17.18254,\n",
       "    'altitude': 1041,\n",
       "    'domain': 'geophysical',\n",
       "    'subtype': 'SIL stöð',\n",
       "    'operational_class': 'C',\n",
       "    'owner': None,\n",
       "    'date_start': '2011-08-12T00:00:00Z',\n",
       "    'date_end': None,\n",
       "    'service_bulletin': None}},\n",
       "  {'type': 'Feature',\n",
       "   'id': 'v_stations_wgs84.fid--6249f597_18a67f52bce_252c',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [-17.30975, 66.0808]},\n",
       "   'geometry_name': 'geom_wgs84',\n",
       "   'properties': {'gid': 5442,\n",
       "    'id_entity': 5442,\n",
       "    'name': 'Héðinshöfði',\n",
       "    'station_identifier': 'hed',\n",
       "    'marker': 'hed',\n",
       "    'lat': 66.0808,\n",
       "    'lon': -17.30975,\n",
       "    'altitude': 75,\n",
       "    'domain': 'geophysical',\n",
       "    'subtype': 'SIL stöð',\n",
       "    'operational_class': 'A',\n",
       "    'owner': None,\n",
       "    'date_start': '2000-09-25T00:00:00Z',\n",
       "    'date_end': None,\n",
       "    'service_bulletin': None}},\n",
       "  {'type': 'Feature',\n",
       "   'id': 'v_stations_wgs84.fid--6249f597_18a67f52bce_252d',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [-18.91483, 66.13229]},\n",
       "   'geometry_name': 'geom_wgs84',\n",
       "   'properties': {'gid': 5501,\n",
       "    'id_entity': 5501,\n",
       "    'name': 'Siglufjörður',\n",
       "    'station_identifier': 'sig',\n",
       "    'marker': 'sig',\n",
       "    'lat': 66.13229,\n",
       "    'lon': -18.91483,\n",
       "    'altitude': 10,\n",
       "    'domain': 'geophysical',\n",
       "    'subtype': 'SIL stöð',\n",
       "    'operational_class': 'A',\n",
       "    'owner': None,\n",
       "    'date_start': '1993-10-26T00:00:00Z',\n",
       "    'date_end': None,\n",
       "    'service_bulletin': None}},\n",
       "  {'type': 'Feature',\n",
       "   'id': 'v_stations_wgs84.fid--6249f597_18a67f52bce_252e',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [-15.72768, 64.80775]},\n",
       "   'geometry_name': 'geom_wgs84',\n",
       "   'properties': {'gid': 5533,\n",
       "    'id_entity': 5533,\n",
       "    'name': 'Vestari Sauðahnjúkar',\n",
       "    'station_identifier': 'vsh',\n",
       "    'marker': 'vsh',\n",
       "    'lat': 64.80775,\n",
       "    'lon': -15.72768,\n",
       "    'altitude': 860,\n",
       "    'domain': 'geophysical',\n",
       "    'subtype': 'SIL stöð',\n",
       "    'operational_class': 'C',\n",
       "    'owner': None,\n",
       "    'date_start': '2004-12-29T00:00:00Z',\n",
       "    'date_end': None,\n",
       "    'service_bulletin': None}},\n",
       "  {'type': 'Feature',\n",
       "   'id': 'v_stations_wgs84.fid--6249f597_18a67f52bce_252f',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [-22.488445, 63.904914]},\n",
       "   'geometry_name': 'geom_wgs84',\n",
       "   'properties': {'gid': 16702,\n",
       "    'id_entity': 16702,\n",
       "    'name': 'Lágar',\n",
       "    'station_identifier': 'lag',\n",
       "    'marker': 'lag',\n",
       "    'lat': 63.904914,\n",
       "    'lon': -22.488445,\n",
       "    'altitude': 84,\n",
       "    'domain': 'geophysical',\n",
       "    'subtype': 'SIL stöð',\n",
       "    'operational_class': 'A',\n",
       "    'owner': None,\n",
       "    'date_start': '2020-01-28T00:00:00Z',\n",
       "    'date_end': None,\n",
       "    'service_bulletin': None}},\n",
       "  {'type': 'Feature',\n",
       "   'id': 'v_stations_wgs84.fid--6249f597_18a67f52bce_2530',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [-18.6721, 63.61745]},\n",
       "   'geometry_name': 'geom_wgs84',\n",
       "   'properties': {'gid': 5494,\n",
       "    'id_entity': 5494,\n",
       "    'name': 'Rjúpnafell',\n",
       "    'station_identifier': 'rju',\n",
       "    'marker': 'rju',\n",
       "    'lat': 63.61745,\n",
       "    'lon': -18.6721,\n",
       "    'altitude': 173,\n",
       "    'domain': 'geophysical',\n",
       "    'subtype': 'SIL stöð',\n",
       "    'operational_class': 'B',\n",
       "    'owner': None,\n",
       "    'date_start': '2010-12-16T00:00:00Z',\n",
       "    'date_end': None,\n",
       "    'service_bulletin': None}},\n",
       "  {'type': 'Feature',\n",
       "   'id': 'v_stations_wgs84.fid--6249f597_18a67f52bce_2531',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [-16.43286, 63.9822]},\n",
       "   'geometry_name': 'geom_wgs84',\n",
       "   'properties': {'gid': 6231,\n",
       "    'id_entity': 6231,\n",
       "    'name': 'Kvísker',\n",
       "    'station_identifier': 'kvi',\n",
       "    'marker': 'kvi',\n",
       "    'lat': 63.9822,\n",
       "    'lon': -16.43286,\n",
       "    'altitude': 42,\n",
       "    'domain': 'geophysical',\n",
       "    'subtype': 'SIL stöð',\n",
       "    'operational_class': 'A',\n",
       "    'owner': None,\n",
       "    'date_start': '2017-10-24T00:00:00Z',\n",
       "    'date_end': None,\n",
       "    'service_bulletin': None}},\n",
       "  {'type': 'Feature',\n",
       "   'id': 'v_stations_wgs84.fid--6249f597_18a67f52bce_2532',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [-22.56794611, 63.852855]},\n",
       "   'geometry_name': 'geom_wgs84',\n",
       "   'properties': {'gid': 16781,\n",
       "    'id_entity': 16781,\n",
       "    'name': 'Rauðhóll',\n",
       "    'station_identifier': 'rah',\n",
       "    'marker': 'rah',\n",
       "    'lat': 63.852855,\n",
       "    'lon': -22.56794611,\n",
       "    'altitude': 51,\n",
       "    'domain': 'geophysical',\n",
       "    'subtype': 'SIL stöð',\n",
       "    'operational_class': 'B',\n",
       "    'owner': None,\n",
       "    'date_start': '2020-02-06T00:00:00Z',\n",
       "    'date_end': None,\n",
       "    'service_bulletin': None}},\n",
       "  {'type': 'Feature',\n",
       "   'id': 'v_stations_wgs84.fid--6249f597_18a67f52bce_2533',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [-19.96471, 63.96851]},\n",
       "   'geometry_name': 'geom_wgs84',\n",
       "   'properties': {'gid': 5441,\n",
       "    'id_entity': 5441,\n",
       "    'name': 'Haukadalur',\n",
       "    'station_identifier': 'hau',\n",
       "    'marker': 'hau',\n",
       "    'lat': 63.96851,\n",
       "    'lon': -19.96471,\n",
       "    'altitude': 72,\n",
       "    'domain': 'geophysical',\n",
       "    'subtype': 'SIL stöð',\n",
       "    'operational_class': 'A',\n",
       "    'owner': None,\n",
       "    'date_start': '1989-12-08T00:00:00Z',\n",
       "    'date_end': None,\n",
       "    'service_bulletin': None}},\n",
       "  {'type': 'Feature',\n",
       "   'id': 'v_stations_wgs84.fid--6249f597_18a67f52bce_2534',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [-16.90591, 65.64699]},\n",
       "   'geometry_name': 'geom_wgs84',\n",
       "   'properties': {'gid': 5493,\n",
       "    'id_entity': 5493,\n",
       "    'name': 'Reynihlíð',\n",
       "    'station_identifier': 'ren',\n",
       "    'marker': 'ren',\n",
       "    'lat': 65.64699,\n",
       "    'lon': -16.90591,\n",
       "    'altitude': 338,\n",
       "    'domain': 'geophysical',\n",
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       "  {'type': 'Feature',\n",
       "   'id': 'v_stations_wgs84.fid--6249f597_18a67f52bce_257c',\n",
       "   'geometry': {'type': 'Point', 'coordinates': [-16.33826, 64.9784]},\n",
       "   'geometry_name': 'geom_wgs84',\n",
       "   'properties': {'gid': 5489,\n",
       "    'id_entity': 5489,\n",
       "    'name': 'Mókollar',\n",
       "    'station_identifier': 'mko',\n",
       "    'marker': 'mko',\n",
       "    'lat': 64.9784,\n",
       "    'lon': -16.33826,\n",
       "    'altitude': 690,\n",
       "    'domain': 'geophysical',\n",
       "    'subtype': 'SIL stöð',\n",
       "    'operational_class': 'C',\n",
       "    'owner': None,\n",
       "    'date_start': '2006-09-13T00:00:00Z',\n",
       "    'date_end': None,\n",
       "    'service_bulletin': None}}],\n",
       " 'totalFeatures': 92,\n",
       " 'numberMatched': 92,\n",
       " 'numberReturned': 92,\n",
       " 'timeStamp': '2023-09-15T23:13:06.686Z',\n",
       " 'crs': {'type': 'name', 'properties': {'name': 'urn:ogc:def:crs:EPSG::4326'}}}"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "base_url = 'https://geo.vedur.is/geoserver/ows?'\n",
    "params = {\n",
    "    'service':'WFS',\n",
    "    'version': '1.0.0',\n",
    "    'request': 'GetFeature',\n",
    "    'typeName': 'tos:v_stations_wgs84',\n",
    "    #'maxFeatures': '20',\n",
    "    'cql_filter': 'subtype LIKE \\'SIL%\\' AND date_end IS NULL',\n",
    "    'outputFormat': 'application/json'\n",
    "}\n",
    "r = requests.get(base_url, params)\n",
    "r.json()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "data = r.json() # add data to get nested list\n",
    "with open(os.path.join('data/', 'SIL_stations.json'), 'w') as f:\n",
    "    json.dump(data, f)\n",
    "f.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "            geo_json_8fd0f1ac08bc3a655df9a186aacfe031_add({&quot;crs&quot;: {&quot;properties&quot;: {&quot;name&quot;: &quot;urn:ogc:def:crs:EPSG::4326&quot;}, &quot;type&quot;: &quot;name&quot;}, &quot;features&quot;: [{&quot;geometry&quot;: {&quot;coordinates&quot;: [-21.7511, 64.30177], &quot;type&quot;: &quot;Point&quot;}, &quot;geometry_name&quot;: &quot;geom_wgs84&quot;, &quot;id&quot;: &quot;v_stations_wgs84.fid--6249f597_18a67f52bce_2521&quot;, &quot;properties&quot;: {&quot;altitude&quot;: 130, &quot;date_end&quot;: null, &quot;date_start&quot;: &quot;2017-11-22T14:00:00Z&quot;, &quot;domain&quot;: &quot;geophysical&quot;, &quot;gid&quot;: 16074, &quot;id_entity&quot;: 16074, &quot;lat&quot;: 64.30177, &quot;lon&quot;: -21.7511, &quot;marker&quot;: &quot;mor&quot;, &quot;name&quot;: &quot;Morasta\\u00f0ir&quot;, &quot;operational_class&quot;: &quot;A&quot;, &quot;owner&quot;: null, &quot;service_bulletin&quot;: null, &quot;station_identifier&quot;: &quot;mor&quot;, &quot;subtype&quot;: &quot;SIL st\\u00f6\\u00f0&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [-22.05954, 63.91995], &quot;type&quot;: &quot;Point&quot;}, &quot;geometry_name&quot;: &quot;geom_wgs84&quot;, &quot;id&quot;: &quot;v_stations_wgs84.fid--6249f597_18a67f52bce_2522&quot;, &quot;properties&quot;: {&quot;altitude&quot;: 264, &quot;date_end&quot;: null, &quot;date_start&quot;: &quot;2021-03-05T00:00:00Z&quot;, &quot;domain&quot;: &quot;geophysical&quot;, &quot;gid&quot;: 18389, &quot;id_entity&quot;: 18389, &quot;lat&quot;: 63.91995, &quot;lon&quot;: -22.05954, &quot;marker&quot;: &quot;moh&quot;, &quot;name&quot;: &quot;M\\u00f3h\\u00e1lsadalur&quot;, &quot;operational_class&quot;: &quot;B&quot;, &quot;owner&quot;: null, &quot;service_bulletin&quot;: null, &quot;station_identifier&quot;: &quot;moh&quot;, &quot;subtype&quot;: &quot;SIL st\\u00f6\\u00f0&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [-18.38647, 64.56014], &quot;type&quot;: &quot;Point&quot;}, &quot;geometry_name&quot;: &quot;geom_wgs84&quot;, &quot;id&quot;: &quot;v_stations_wgs84.fid--6249f597_18a67f52bce_2523&quot;, &quot;properties&quot;: {&quot;altitude&quot;: 858, &quot;date_end&quot;: null, &quot;date_start&quot;: &quot;1996-10-01T00:00:00Z&quot;, &quot;domain&quot;: &quot;geophysical&quot;, &quot;gid&quot;: 5507, &quot;id_entity&quot;: 5507, &quot;lat&quot;: 64.56014, &quot;lon&quot;: -18.38647, &quot;marker&quot;: &quot;skr&quot;, &quot;name&quot;: &quot;Skrokkalda&quot;, &quot;operational_class&quot;: &quot;B&quot;, &quot;owner&quot;: null, &quot;service_bulletin&quot;: null, &quot;station_identifier&quot;: &quot;skr&quot;, &quot;subtype&quot;: &quot;SIL st\\u00f6\\u00f0&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [-17.6565, 64.2955], &quot;type&quot;: &quot;Point&quot;}, &quot;geometry_name&quot;: &quot;geom_wgs84&quot;, &quot;id&quot;: &quot;v_stations_wgs84.fid--6249f597_18a67f52bce_2524&quot;, &quot;properties&quot;: {&quot;altitude&quot;: 1314, &quot;date_end&quot;: null, &quot;date_start&quot;: &quot;2013-06-21T00:00:00Z&quot;, &quot;domain&quot;: &quot;geophysical&quot;, &quot;gid&quot;: 5452, &quot;id_entity&quot;: 5452, &quot;lat&quot;: 64.2955, &quot;lon&quot;: -17.6565, &quot;marker&quot;: &quot;hus&quot;, &quot;name&quot;: &quot;H\\u00fasb\\u00f3ndi&quot;, &quot;operational_class&quot;: &quot;C&quot;, &quot;owner&quot;: null, &quot;service_bulletin&quot;: null, &quot;station_identifier&quot;: &quot;hus&quot;, &quot;subtype&quot;: &quot;SIL st\\u00f6\\u00f0&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [-19.69086, 64.02508], &quot;type&quot;: &quot;Point&quot;}, &quot;geometry_name&quot;: &quot;geom_wgs84&quot;, &quot;id&quot;: &quot;v_stations_wgs84.fid--6249f597_18a67f52bce_2525&quot;, &quot;properties&quot;: {&quot;altitude&quot;: 432, &quot;date_end&quot;: null, &quot;date_start&quot;: &quot;2010-06-13T00:00:00Z&quot;, &quot;domain&quot;: &quot;geophysical&quot;, &quot;gid&quot;: 5413, &quot;id_entity&quot;: 5413, &quot;lat&quot;: 64.02508, &quot;lon&quot;: -19.69086, &quot;marker&quot;: &quot;fed&quot;, &quot;name&quot;: &quot;Fe\\u00f0gar&quot;, &quot;operational_class&quot;: &quot;B&quot;, &quot;owner&quot;: null, &quot;service_bulletin&quot;: null, &quot;station_identifier&quot;: &quot;fed&quot;, &quot;subtype&quot;: &quot;SIL st\\u00f6\\u00f0&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [-22.70563, 63.81681], &quot;type&quot;: &quot;Point&quot;}, &quot;geometry_name&quot;: &quot;geom_wgs84&quot;, &quot;id&quot;: &quot;v_stations_wgs84.fid--6249f597_18a67f52bce_2526&quot;, &quot;properties&quot;: {&quot;altitude&quot;: 19, &quot;date_end&quot;: null, &quot;date_start&quot;: &quot;2008-06-17T00:00:00Z&quot;, &quot;domain&quot;: &quot;geophysical&quot;, &quot;gid&quot;: 5496, &quot;id_entity&quot;: 5496, &quot;lat&quot;: 63.81681, &quot;lon&quot;: -22.70563, &quot;marker&quot;: &quot;rne&quot;, &quot;name&quot;: &quot;Reykjanes&quot;, &quot;operational_class&quot;: &quot;A&quot;, &quot;owner&quot;: null, &quot;service_bulletin&quot;: null, &quot;station_identifier&quot;: &quot;rne&quot;, &quot;subtype&quot;: &quot;SIL st\\u00f6\\u00f0&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [-19.08079, 63.67231], &quot;type&quot;: &quot;Point&quot;}, &quot;geometry_name&quot;: &quot;geom_wgs84&quot;, &quot;id&quot;: &quot;v_stations_wgs84.fid--6249f597_18a67f52bce_2527&quot;, &quot;properties&quot;: {&quot;altitude&quot;: 1373, &quot;date_end&quot;: null, &quot;date_start&quot;: &quot;2011-12-15T00:00:00Z&quot;, &quot;domain&quot;: &quot;geophysical&quot;, &quot;gid&quot;: 5389, &quot;id_entity&quot;: 5389, &quot;lat&quot;: 63.67231, &quot;lon&quot;: -19.08079, &quot;marker&quot;: &quot;aus&quot;, &quot;name&quot;: &quot;Austmannsbunga&quot;, &quot;operational_class&quot;: &quot;C&quot;, &quot;owner&quot;: null, &quot;service_bulletin&quot;: null, &quot;station_identifier&quot;: &quot;aus&quot;, &quot;subtype&quot;: &quot;SIL st\\u00f6\\u00f0&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [-17.90967, 66.12336], &quot;type&quot;: &quot;Point&quot;}, &quot;geometry_name&quot;: &quot;geom_wgs84&quot;, &quot;id&quot;: &quot;v_stations_wgs84.fid--6249f597_18a67f52bce_2528&quot;, &quot;properties&quot;: {&quot;altitude&quot;: 41, &quot;date_end&quot;: null, &quot;date_start&quot;: &quot;2000-11-17T00:00:00Z&quot;, &quot;domain&quot;: &quot;geophysical&quot;, &quot;gid&quot;: 5398, &quot;id_entity&quot;: 5398, &quot;lat&quot;: 66.12336, &quot;lon&quot;: -17.90967, &quot;marker&quot;: &quot;bre&quot;, &quot;name&quot;: &quot;Brettingssta\\u00f0ir&quot;, &quot;operational_class&quot;: &quot;B&quot;, &quot;owner&quot;: null, &quot;service_bulletin&quot;: null, &quot;station_identifier&quot;: &quot;bre&quot;, &quot;subtype&quot;: &quot;SIL st\\u00f6\\u00f0&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [-19.11732, 63.82402], &quot;type&quot;: &quot;Point&quot;}, &quot;geometry_name&quot;: &quot;geom_wgs84&quot;, &quot;id&quot;: &quot;v_stations_wgs84.fid--6249f597_18a67f52bce_2529&quot;, &quot;properties&quot;: {&quot;altitude&quot;: 633, &quot;date_end&quot;: null, &quot;date_start&quot;: &quot;2010-12-17T00:00:00Z&quot;, &quot;domain&quot;: &quot;geophysical&quot;, &quot;gid&quot;: 5509, &quot;id_entity&quot;: 5509, &quot;lat&quot;: 63.82402, &quot;lon&quot;: -19.11732, &quot;marker&quot;: &quot;sly&quot;, &quot;name&quot;: &quot;Slysaalda&quot;, &quot;operational_class&quot;: &quot;B&quot;, &quot;owner&quot;: null, &quot;service_bulletin&quot;: null, &quot;station_identifier&quot;: &quot;sly&quot;, &quot;subtype&quot;: &quot;SIL 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&quot;lat&quot;: 63.92896, &quot;lon&quot;: -20.94357, &quot;marker&quot;: &quot;sol&quot;, &quot;name&quot;: &quot;S\\u00f6lvholt&quot;, &quot;operational_class&quot;: &quot;A&quot;, &quot;owner&quot;: null, &quot;service_bulletin&quot;: null, &quot;station_identifier&quot;: &quot;sol&quot;, &quot;subtype&quot;: &quot;SIL st\\u00f6\\u00f0&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [-20.278708, 63.419082], &quot;type&quot;: &quot;Point&quot;}, &quot;geometry_name&quot;: &quot;geom_wgs84&quot;, &quot;id&quot;: &quot;v_stations_wgs84.fid--6249f597_18a67f52bce_2577&quot;, &quot;properties&quot;: {&quot;altitude&quot;: 100, &quot;date_end&quot;: null, &quot;date_start&quot;: &quot;1000-01-01T00:00:00Z&quot;, &quot;domain&quot;: &quot;geophysical&quot;, &quot;gid&quot;: 6241, &quot;id_entity&quot;: 6241, &quot;lat&quot;: 63.419082, &quot;lon&quot;: -20.278708, &quot;marker&quot;: &quot;vey&quot;, &quot;name&quot;: &quot;Vestmannaeyjar&quot;, &quot;operational_class&quot;: &quot;A&quot;, &quot;owner&quot;: null, &quot;service_bulletin&quot;: null, &quot;station_identifier&quot;: &quot;vey&quot;, &quot;subtype&quot;: &quot;SIL st\\u00f6\\u00f0&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [-22.07646, 63.8781], &quot;type&quot;: &quot;Point&quot;}, &quot;geometry_name&quot;: &quot;geom_wgs84&quot;, &quot;id&quot;: &quot;v_stations_wgs84.fid--6249f597_18a67f52bce_2578&quot;, &quot;properties&quot;: {&quot;altitude&quot;: 146, &quot;date_end&quot;: null, &quot;date_start&quot;: &quot;1992-11-05T00:00:00Z&quot;, &quot;domain&quot;: &quot;geophysical&quot;, &quot;gid&quot;: 5469, &quot;id_entity&quot;: 5469, &quot;lat&quot;: 63.8781, &quot;lon&quot;: -22.07646, &quot;marker&quot;: &quot;kri&quot;, &quot;name&quot;: &quot;Kr\\u00edsuv\\u00edk&quot;, &quot;operational_class&quot;: &quot;A&quot;, &quot;owner&quot;: null, &quot;service_bulletin&quot;: null, &quot;station_identifier&quot;: &quot;kri&quot;, &quot;subtype&quot;: &quot;SIL st\\u00f6\\u00f0&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [-19.67238, 63.93295], &quot;type&quot;: &quot;Point&quot;}, &quot;geometry_name&quot;: &quot;geom_wgs84&quot;, &quot;id&quot;: &quot;v_stations_wgs84.fid--6249f597_18a67f52bce_2579&quot;, &quot;properties&quot;: {&quot;altitude&quot;: 704, &quot;date_end&quot;: null, &quot;date_start&quot;: &quot;2010-06-24T00:00:00Z&quot;, &quot;domain&quot;: &quot;geophysical&quot;, &quot;gid&quot;: 5487, &quot;id_entity&quot;: 5487, &quot;lat&quot;: 63.93295, &quot;lon&quot;: -19.67238, &quot;marker&quot;: &quot;mjo&quot;, &quot;name&quot;: &quot;Mj\\u00f3askar\\u00f0&quot;, &quot;operational_class&quot;: &quot;C&quot;, &quot;owner&quot;: null, &quot;service_bulletin&quot;: null, &quot;station_identifier&quot;: &quot;mjo&quot;, &quot;subtype&quot;: &quot;SIL st\\u00f6\\u00f0&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [-21.38898, 64.08258], &quot;type&quot;: &quot;Point&quot;}, &quot;geometry_name&quot;: &quot;geom_wgs84&quot;, &quot;id&quot;: &quot;v_stations_wgs84.fid--6249f597_18a67f52bce_257a&quot;, &quot;properties&quot;: {&quot;altitude&quot;: 264, &quot;date_end&quot;: null, &quot;date_start&quot;: &quot;2016-10-18T00:00:00Z&quot;, &quot;domain&quot;: &quot;geophysical&quot;, &quot;gid&quot;: 5405, &quot;id_entity&quot;: 5405, &quot;lat&quot;: 64.08258, &quot;lon&quot;: -21.38898, &quot;marker&quot;: &quot;eda&quot;, &quot;name&quot;: &quot;Engidalur&quot;, &quot;operational_class&quot;: &quot;B&quot;, &quot;owner&quot;: null, &quot;service_bulletin&quot;: null, &quot;station_identifier&quot;: &quot;eda&quot;, &quot;subtype&quot;: &quot;SIL st\\u00f6\\u00f0&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [-17.36626, 64.79086], &quot;type&quot;: &quot;Point&quot;}, &quot;geometry_name&quot;: &quot;geom_wgs84&quot;, &quot;id&quot;: &quot;v_stations_wgs84.fid--6249f597_18a67f52bce_257b&quot;, &quot;properties&quot;: {&quot;altitude&quot;: 1209, &quot;date_end&quot;: null, &quot;date_start&quot;: &quot;2011-09-28T00:00:00Z&quot;, &quot;domain&quot;: &quot;geophysical&quot;, &quot;gid&quot;: 5403, &quot;id_entity&quot;: 5403, &quot;lat&quot;: 64.79086, &quot;lon&quot;: -17.36626, &quot;marker&quot;: &quot;dyn&quot;, &quot;name&quot;: &quot;Dyngjuh\\u00e1ls&quot;, &quot;operational_class&quot;: &quot;C&quot;, &quot;owner&quot;: null, &quot;service_bulletin&quot;: null, &quot;station_identifier&quot;: &quot;dyn&quot;, &quot;subtype&quot;: &quot;SIL st\\u00f6\\u00f0&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [-16.33826, 64.9784], &quot;type&quot;: &quot;Point&quot;}, &quot;geometry_name&quot;: &quot;geom_wgs84&quot;, &quot;id&quot;: &quot;v_stations_wgs84.fid--6249f597_18a67f52bce_257c&quot;, &quot;properties&quot;: {&quot;altitude&quot;: 690, &quot;date_end&quot;: null, &quot;date_start&quot;: &quot;2006-09-13T00:00:00Z&quot;, &quot;domain&quot;: &quot;geophysical&quot;, &quot;gid&quot;: 5489, &quot;id_entity&quot;: 5489, &quot;lat&quot;: 64.9784, &quot;lon&quot;: -16.33826, &quot;marker&quot;: &quot;mko&quot;, &quot;name&quot;: &quot;M\\u00f3kollar&quot;, &quot;operational_class&quot;: &quot;C&quot;, &quot;owner&quot;: null, &quot;service_bulletin&quot;: null, &quot;station_identifier&quot;: &quot;mko&quot;, &quot;subtype&quot;: &quot;SIL st\\u00f6\\u00f0&quot;}, &quot;type&quot;: &quot;Feature&quot;}], &quot;numberMatched&quot;: 92, &quot;numberReturned&quot;: 92, &quot;timeStamp&quot;: &quot;2023-09-15T23:13:06.686Z&quot;, &quot;totalFeatures&quot;: 92, &quot;type&quot;: &quot;FeatureCollection&quot;});\n",
       "\n",
       "        \n",
       "    \n",
       "    geo_json_8fd0f1ac08bc3a655df9a186aacfe031.bindTooltip(\n",
       "    function(layer){\n",
       "    let div = L.DomUtil.create(&#x27;div&#x27;);\n",
       "    \n",
       "    let handleObject = feature=&gt;typeof(feature)==&#x27;object&#x27; ? JSON.stringify(feature) : feature;\n",
       "    let fields = [&quot;marker&quot;];\n",
       "    let aliases = [&quot;marker&quot;];\n",
       "    let table = &#x27;&lt;table&gt;&#x27; +\n",
       "        String(\n",
       "        fields.map(\n",
       "        (v,i)=&gt;\n",
       "        `&lt;tr&gt;\n",
       "            &lt;th&gt;${aliases[i]}&lt;/th&gt;\n",
       "            \n",
       "            &lt;td&gt;${handleObject(layer.feature.properties[v])}&lt;/td&gt;\n",
       "        &lt;/tr&gt;`).join(&#x27;&#x27;))\n",
       "    +&#x27;&lt;/table&gt;&#x27;;\n",
       "    div.innerHTML=table;\n",
       "    \n",
       "    return div\n",
       "    }\n",
       "    ,{&quot;className&quot;: &quot;foliumtooltip&quot;, &quot;sticky&quot;: true});\n",
       "                     \n",
       "    \n",
       "    geo_json_8fd0f1ac08bc3a655df9a186aacfe031.bindPopup(\n",
       "    function(layer){\n",
       "    let div = L.DomUtil.create(&#x27;div&#x27;);\n",
       "    \n",
       "    let handleObject = feature=&gt;typeof(feature)==&#x27;object&#x27; ? JSON.stringify(feature) : feature;\n",
       "    let fields = [&quot;name&quot;];\n",
       "    let aliases = [&quot;name&quot;];\n",
       "    let table = &#x27;&lt;table&gt;&#x27; +\n",
       "        String(\n",
       "        fields.map(\n",
       "        (v,i)=&gt;\n",
       "        `&lt;tr&gt;\n",
       "            &lt;th&gt;${aliases[i].toLocaleString()}&lt;/th&gt;\n",
       "            \n",
       "            &lt;td&gt;${handleObject(layer.feature.properties[v]).toLocaleString()}&lt;/td&gt;\n",
       "        &lt;/tr&gt;`).join(&#x27;&#x27;))\n",
       "    +&#x27;&lt;/table&gt;&#x27;;\n",
       "    div.innerHTML=table;\n",
       "    \n",
       "    return div\n",
       "    }\n",
       "    ,{&quot;className&quot;: &quot;foliumpopup&quot;});\n",
       "                     \n",
       "    \n",
       "            var layer_control_8167385d4485691e4a0da3710860c3a7 = {\n",
       "                base_layers : {\n",
       "                    &quot;https://geo.vedur.is/geoserver/www/imo_basemap_epsg3857/{z}/{x}/{y}.png&quot; : tile_layer_7f9b688781272e50791a43c7aed45bbe,\n",
       "                },\n",
       "                overlays :  {\n",
       "                    &quot;Seismic stations&quot; : geo_json_8fd0f1ac08bc3a655df9a186aacfe031,\n",
       "                },\n",
       "            };\n",
       "            L.control.layers(\n",
       "                layer_control_8167385d4485691e4a0da3710860c3a7.base_layers,\n",
       "                layer_control_8167385d4485691e4a0da3710860c3a7.overlays,\n",
       "                {&quot;autoZIndex&quot;: true, &quot;collapsed&quot;: true, &quot;position&quot;: &quot;topright&quot;}\n",
       "            ).addTo(map_fc2aabda84c4ef460ed3a89a7494b998);\n",
       "        \n",
       "&lt;/script&gt;\n",
       "&lt;/html&gt;\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x7f9a52ac4880>"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "map = folium.Map(location=[65, -19], zoom_start=6, tiles=basemap_tiles, attr=basemap_attribution)\n",
    "folium.GeoJson(data,\n",
    "               name=\"Seismic stations\",\n",
    "               popup=folium.GeoJsonPopup(fields=['name']),\n",
    "               tooltip=folium.features.GeoJsonTooltip(fields=['marker'])\n",
    "              ).add_to(map)\n",
    "\n",
    "folium.LayerControl().add_to(map)\n",
    "\n",
    "map"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'type': 'FeatureCollection',\n",
       " 'features': [{'type': 'Feature',\n",
       "   'id': 8566,\n",
       "   'geometry': {'type': 'MultiLineString',\n",
       "    'coordinates': [[[-23.508402667483587, 66.04845442352722],\n",
       "      [-23.508328046575468, 66.04849451907099],\n",
       "      [-23.508276644056043, 66.04853394049002],\n",
       "      [-23.508211978624118, 66.04859745372721]],\n",
       "     [[-23.51082238371245, 66.0495648205026],\n",
       "      [-23.511036014531296, 66.04955075756305],\n",
       "      [-23.511310039950537, 66.04951671691504],\n",
       "      [-23.511434395730827, 66.0494609437256],\n",
       "      [-23.51146712136236, 66.04938176121233],\n",
       "      [-23.511424836483542, 66.0493403226909],\n",
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       "      [-23.511693035014606, 66.04914050240913],\n",
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       "   'properties': {'OBJECTID': 8566,\n",
       "    'FLOD': 55434,\n",
       "    'VISSA': 'Mörk örugg',\n",
       "    'HRINA': '131',\n",
       "    'ATHS_STADS': None,\n",
       "    'ATHS_DAGS': '14.1.2020',\n",
       "    'ATHS_DATE': '14.1.2020 23:03:00',\n",
       "    'ATHS_KLUKKA': None,\n",
       "    'TJON': None,\n",
       "    'ORSOK': None,\n",
       "    'ATHS_STUTT': 'Mjög stórt snjóflóð féll úr Skollahvilft kvöldið 14. janúar. Snjóflóðaratsjá á leiðigarðinum nam flóðið rétt eftir kl 23:00 eftir að það kom út úr gilkjaftinum á 45-60 m/s hraða. Leiðigarðurinn beindi megninu af flóðinu frá byggðinn en það ruddist áfram niður í höfnina og olli miklu tjóni á bátum og mannvirkjum. Snjóflóðið kom af stað flóðbylgju í höfninni og skvettist sjór og krapi á land vestan og sunnan hennar. Eðlisléttari snjór og kóf úr flóðinu þeyttist yfir leiðigarðinn og austasta hluta þvergarðsins ofan við Ólafstún og stöðvaðist í kirkjugarðinum þar sem það eyðilagði garðhús úr timbri og braut tré. Flóðið var skv. rúmmálsreikningum og eðlisþyngdarmælingum um 315 þús. rúmmetrar og 150 þús tonn að stærð og er með stærstu skráðu flóðum úr Skollahvilft. Til samanburðar er talið að hamfaraflóðið úr Skollahvilft þann 26. október 1995 hafi verið um 430 þús. rúmmetrar og 180 þús. tonn að stærð.',\n",
       "    'ATHS_SHORT': None,\n",
       "    'Shape_Length': 2590.083799880561,\n",
       "    'STAERD': '5',\n",
       "    'LYSING': '5',\n",
       "    'DESCRIPTION': 'Dry slab avalanche',\n",
       "    'LYSING_1': 'Þurrt flekahlaup',\n",
       "    'DESCRIPTION_1': 'Certain',\n",
       "    'LODADI_VEGI': None,\n",
       "    'DESCRIPTION_2': None}},\n",
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       "      [-23.500989924456125, 66.05713246650073]]]},\n",
       "   'properties': {'OBJECTID': 8567,\n",
       "    'FLOD': 55434,\n",
       "    'VISSA': 'Mörk mæld með GPS eða öðrum landmælingartækjum',\n",
       "    'HRINA': '131',\n",
       "    'ATHS_STADS': None,\n",
       "    'ATHS_DAGS': '14.1.2020',\n",
       "    'ATHS_DATE': '14.1.2020 23:03:00',\n",
       "    'ATHS_KLUKKA': None,\n",
       "    'TJON': None,\n",
       "    'ORSOK': None,\n",
       "    'ATHS_STUTT': 'Mjög stórt snjóflóð féll úr Skollahvilft kvöldið 14. janúar. Snjóflóðaratsjá á leiðigarðinum nam flóðið rétt eftir kl 23:00 eftir að það kom út úr gilkjaftinum á 45-60 m/s hraða. Leiðigarðurinn beindi megninu af flóðinu frá byggðinn en það ruddist áfram niður í höfnina og olli miklu tjóni á bátum og mannvirkjum. Snjóflóðið kom af stað flóðbylgju í höfninni og skvettist sjór og krapi á land vestan og sunnan hennar. Eðlisléttari snjór og kóf úr flóðinu þeyttist yfir leiðigarðinn og austasta hluta þvergarðsins ofan við Ólafstún og stöðvaðist í kirkjugarðinum þar sem það eyðilagði garðhús úr timbri og braut tré. Flóðið var skv. rúmmálsreikningum og eðlisþyngdarmælingum um 315 þús. rúmmetrar og 150 þús tonn að stærð og er með stærstu skráðu flóðum úr Skollahvilft. Til samanburðar er talið að hamfaraflóðið úr Skollahvilft þann 26. október 1995 hafi verið um 430 þús. rúmmetrar og 180 þús. tonn að stærð.',\n",
       "    'ATHS_SHORT': None,\n",
       "    'Shape_Length': 1704.5541723817569,\n",
       "    'STAERD': '5',\n",
       "    'LYSING': '5',\n",
       "    'DESCRIPTION': 'Dry slab avalanche',\n",
       "    'LYSING_1': 'Þurrt flekahlaup',\n",
       "    'DESCRIPTION_1': 'Measured in the field',\n",
       "    'LODADI_VEGI': None,\n",
       "    'DESCRIPTION_2': None}},\n",
       "  {'type': 'Feature',\n",
       "   'id': 8568,\n",
       "   'geometry': {'type': 'MultiLineString',\n",
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       "      [-23.508294982480468, 66.05593658654635],\n",
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       "      [-23.497992287753032, 66.05616802222264],\n",
       "      [-23.497349842794623, 66.05606486476267],\n",
       "      [-23.496648816317734, 66.05605472021142],\n",
       "      [-23.495934387296707, 66.05615161669195],\n",
       "      [-23.495457823339827, 66.05631241241852],\n",
       "      [-23.494950199025485, 66.05659040757003],\n",
       "      [-23.492949474384766, 66.05815967563673]]]},\n",
       "   'properties': {'OBJECTID': 8568,\n",
       "    'FLOD': 55434,\n",
       "    'VISSA': 'Mörk ónákvæm',\n",
       "    'HRINA': '131',\n",
       "    'ATHS_STADS': None,\n",
       "    'ATHS_DAGS': '14.1.2020',\n",
       "    'ATHS_DATE': '14.1.2020 23:03:00',\n",
       "    'ATHS_KLUKKA': None,\n",
       "    'TJON': None,\n",
       "    'ORSOK': None,\n",
       "    'ATHS_STUTT': 'Mjög stórt snjóflóð féll úr Skollahvilft kvöldið 14. janúar. Snjóflóðaratsjá á leiðigarðinum nam flóðið rétt eftir kl 23:00 eftir að það kom út úr gilkjaftinum á 45-60 m/s hraða. Leiðigarðurinn beindi megninu af flóðinu frá byggðinn en það ruddist áfram niður í höfnina og olli miklu tjóni á bátum og mannvirkjum. Snjóflóðið kom af stað flóðbylgju í höfninni og skvettist sjór og krapi á land vestan og sunnan hennar. Eðlisléttari snjór og kóf úr flóðinu þeyttist yfir leiðigarðinn og austasta hluta þvergarðsins ofan við Ólafstún og stöðvaðist í kirkjugarðinum þar sem það eyðilagði garðhús úr timbri og braut tré. Flóðið var skv. rúmmálsreikningum og eðlisþyngdarmælingum um 315 þús. rúmmetrar og 150 þús tonn að stærð og er með stærstu skráðu flóðum úr Skollahvilft. Til samanburðar er talið að hamfaraflóðið úr Skollahvilft þann 26. október 1995 hafi verið um 430 þús. rúmmetrar og 180 þús. tonn að stærð.',\n",
       "    'ATHS_SHORT': None,\n",
       "    'Shape_Length': 846.8074421667918,\n",
       "    'STAERD': '5',\n",
       "    'LYSING': '5',\n",
       "    'DESCRIPTION': 'Dry slab avalanche',\n",
       "    'LYSING_1': 'Þurrt flekahlaup',\n",
       "    'DESCRIPTION_1': 'Inaccurate',\n",
       "    'LODADI_VEGI': None,\n",
       "    'DESCRIPTION_2': None}},\n",
       "  {'type': 'Feature',\n",
       "   'id': 8569,\n",
       "   'geometry': {'type': 'MultiLineString',\n",
       "    'coordinates': [[[-23.508402667483587, 66.04845442352722],\n",
       "      [-23.508914551977494, 66.04817304141046],\n",
       "      [-23.509425861602924, 66.04797966881438],\n",
       "      [-23.510049084195742, 66.0478199751333],\n",
       "      [-23.510395599115544, 66.04776667703777]],\n",
       "     [[-23.508211978624118, 66.04859745372721],\n",
       "      [-23.507466728376205, 66.04898457850635],\n",
       "      [-23.50687251126244, 66.04939581418698],\n",
       "      [-23.5065120760278, 66.04963468436871],\n",
       "      [-23.505929701267434, 66.05031760117375],\n",
       "      [-23.50530125765416, 66.05120867560942]]]},\n",
       "   'properties': {'OBJECTID': 8569,\n",
       "    'FLOD': 55434,\n",
       "    'VISSA': 'Mörk ná út í sjó eða lengra en útlínan sýnir',\n",
       "    'HRINA': '131',\n",
       "    'ATHS_STADS': None,\n",
       "    'ATHS_DAGS': '14.1.2020',\n",
       "    'ATHS_DATE': '14.1.2020 23:03:00',\n",
       "    'ATHS_KLUKKA': None,\n",
       "    'TJON': None,\n",
       "    'ORSOK': None,\n",
       "    'ATHS_STUTT': 'Mjög stórt snjóflóð féll úr Skollahvilft kvöldið 14. janúar. Snjóflóðaratsjá á leiðigarðinum nam flóðið rétt eftir kl 23:00 eftir að það kom út úr gilkjaftinum á 45-60 m/s hraða. Leiðigarðurinn beindi megninu af flóðinu frá byggðinn en það ruddist áfram niður í höfnina og olli miklu tjóni á bátum og mannvirkjum. Snjóflóðið kom af stað flóðbylgju í höfninni og skvettist sjór og krapi á land vestan og sunnan hennar. Eðlisléttari snjór og kóf úr flóðinu þeyttist yfir leiðigarðinn og austasta hluta þvergarðsins ofan við Ólafstún og stöðvaðist í kirkjugarðinum þar sem það eyðilagði garðhús úr timbri og braut tré. Flóðið var skv. rúmmálsreikningum og eðlisþyngdarmælingum um 315 þús. rúmmetrar og 150 þús tonn að stærð og er með stærstu skráðu flóðum úr Skollahvilft. Til samanburðar er talið að hamfaraflóðið úr Skollahvilft þann 26. október 1995 hafi verið um 430 þús. rúmmetrar og 180 þús. tonn að stærð.',\n",
       "    'ATHS_SHORT': None,\n",
       "    'Shape_Length': 444.07987604235507,\n",
       "    'STAERD': '5',\n",
       "    'LYSING': '5',\n",
       "    'DESCRIPTION': 'Dry slab avalanche',\n",
       "    'LYSING_1': 'Þurrt flekahlaup',\n",
       "    'DESCRIPTION_1': 'Outline in ocean or lake or eq.',\n",
       "    'LODADI_VEGI': None,\n",
       "    'DESCRIPTION_2': None}}]}"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# lets try using Esri ArcGIS REST API, similar to WFS\n",
    "# documentation https://developers.arcgis.com/rest/\n",
    "# taka look at https://luk.vedur.is/arcgis/rest/services for more services related to example below\n",
    "\n",
    "# build request\n",
    "base_rest_url = 'https://luk.vedur.is/arcgis/rest/services/ofanflod/flodautlinur_isn93/MapServer/0/query?'\n",
    "rest_params = {\n",
    "    'where':'FLOD=55434', # avalanche id picked\n",
    "    'outFields': '*', # give me all the atrributes\n",
    "    'f': 'geojson' # output should be geoJSON\n",
    "}\n",
    "rest_r = requests.get(base_rest_url, rest_params)\n",
    "rest_r.json()\n",
    "\n",
    "# can also use https://luk.vedur.is/arcgis/rest/services/ofanflod/flodautlinur_isn93/MapServer/0/query?where=FLOD=55434&outFields=*&f=geojson"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "# save data/request\n",
    "data = rest_r.json() # add data to get nested list\n",
    "with open(os.path.join('data/', 'avalanche_55434.json'), 'w') as f:\n",
    "    json.dump(data, f)\n",
    "f.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
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Snj\\u00f3fl\\u00f3\\u00f0aratsj\\u00e1 \\u00e1 lei\\u00f0igar\\u00f0inum nam fl\\u00f3\\u00f0i\\u00f0 r\\u00e9tt eftir kl 23:00 eftir a\\u00f0 \\u00fea\\u00f0 kom \\u00fat \\u00far gilkjaftinum \\u00e1 45-60 m/s hra\\u00f0a. Lei\\u00f0igar\\u00f0urinn beindi megninu af fl\\u00f3\\u00f0inu fr\\u00e1 bygg\\u00f0inn en \\u00fea\\u00f0 ruddist \\u00e1fram ni\\u00f0ur \\u00ed h\\u00f6fnina og olli miklu tj\\u00f3ni \\u00e1 b\\u00e1tum og mannvirkjum. Snj\\u00f3fl\\u00f3\\u00f0i\\u00f0 kom af sta\\u00f0 fl\\u00f3\\u00f0bylgju \\u00ed h\\u00f6fninni og skvettist sj\\u00f3r og krapi \\u00e1 land vestan og sunnan hennar. E\\u00f0lisl\\u00e9ttari snj\\u00f3r og k\\u00f3f \\u00far fl\\u00f3\\u00f0inu \\u00feeyttist yfir lei\\u00f0igar\\u00f0inn og austasta hluta \\u00fevergar\\u00f0sins ofan vi\\u00f0 \\u00d3lafst\\u00fan og st\\u00f6\\u00f0va\\u00f0ist \\u00ed kirkjugar\\u00f0inum \\u00fear sem \\u00fea\\u00f0 ey\\u00f0ilag\\u00f0i gar\\u00f0h\\u00fas \\u00far timbri og braut tr\\u00e9. Fl\\u00f3\\u00f0i\\u00f0 var skv. r\\u00famm\\u00e1lsreikningum og e\\u00f0lis\\u00feyngdarm\\u00e6lingum um 315 \\u00fe\\u00fas. r\\u00fammetrar og 150 \\u00fe\\u00fas tonn a\\u00f0 st\\u00e6r\\u00f0 og er me\\u00f0 st\\u00e6rstu skr\\u00e1\\u00f0u fl\\u00f3\\u00f0um \\u00far Skollahvilft. Til samanbur\\u00f0ar er tali\\u00f0 a\\u00f0 hamfarafl\\u00f3\\u00f0i\\u00f0 \\u00far Skollahvilft \\u00feann 26. okt\\u00f3ber 1995 hafi veri\\u00f0 um 430 \\u00fe\\u00fas. r\\u00fammetrar og 180 \\u00fe\\u00fas. tonn a\\u00f0 st\\u00e6r\\u00f0.&quot;, &quot;DESCRIPTION&quot;: &quot;Dry slab avalanche&quot;, &quot;DESCRIPTION_1&quot;: &quot;Measured in the field&quot;, &quot;DESCRIPTION_2&quot;: null, &quot;FLOD&quot;: 55434, &quot;HRINA&quot;: &quot;131&quot;, &quot;LODADI_VEGI&quot;: null, &quot;LYSING&quot;: &quot;5&quot;, &quot;LYSING_1&quot;: &quot;\\u00deurrt flekahlaup&quot;, &quot;OBJECTID&quot;: 8567, &quot;ORSOK&quot;: null, &quot;STAERD&quot;: &quot;5&quot;, &quot;Shape_Length&quot;: 1704.5541723817569, &quot;TJON&quot;: null, &quot;VISSA&quot;: &quot;M\\u00f6rk m\\u00e6ld me\\u00f0 GPS e\\u00f0a \\u00f6\\u00f0rum landm\\u00e6lingart\\u00e6kjum&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[[-23.505074769755954, 66.05131171775461], [-23.50507103561418, 66.05131363306995], [-23.50473226895473, 66.05178417104548], [-23.50455219607328, 66.05207492581613]], [[-23.508101975386136, 66.05599123786037], [-23.508212201917075, 66.05596072703977], [-23.508294982480468, 66.05593658654635], [-23.50871592052507, 66.05579324000345], [-23.5091179155949, 66.05562398439001], [-23.509357127007984, 66.05548621685263], [-23.509542249076144, 66.05537380689836], [-23.509653550204792, 66.05525758855633], [-23.509719570441764, 66.0551337666642], [-23.50979252109878, 66.05502909907719], [-23.50979306980147, 66.05502819313068]], [[-23.49966399840584, 66.05814955163517], [-23.499567091660268, 66.05823210828443], [-23.499311897378675, 66.05793270932577], [-23.499315751521518, 66.05765430530552], [-23.499192295906692, 66.05725114045255], [-23.499076341551966, 66.05689057733915], [-23.498947249680953, 66.05660531679413], [-23.498700183472902, 66.05639839505578], [-23.498335657461052, 66.05627475914238], [-23.497992287753032, 66.05616802222264], [-23.497349842794623, 66.05606486476267], [-23.496648816317734, 66.05605472021142], [-23.495934387296707, 66.05615161669195], [-23.495457823339827, 66.05631241241852], [-23.494950199025485, 66.05659040757003], [-23.492949474384766, 66.05815967563673]]], &quot;type&quot;: &quot;MultiLineString&quot;}, &quot;id&quot;: 8568, &quot;properties&quot;: {&quot;ATHS_DAGS&quot;: &quot;14.1.2020&quot;, &quot;ATHS_DATE&quot;: &quot;14.1.2020 23:03:00&quot;, &quot;ATHS_KLUKKA&quot;: null, &quot;ATHS_SHORT&quot;: null, &quot;ATHS_STADS&quot;: null, &quot;ATHS_STUTT&quot;: &quot;Mj\\u00f6g st\\u00f3rt snj\\u00f3fl\\u00f3\\u00f0 f\\u00e9ll \\u00far Skollahvilft kv\\u00f6ldi\\u00f0 14. jan\\u00faar. Snj\\u00f3fl\\u00f3\\u00f0aratsj\\u00e1 \\u00e1 lei\\u00f0igar\\u00f0inum nam fl\\u00f3\\u00f0i\\u00f0 r\\u00e9tt eftir kl 23:00 eftir a\\u00f0 \\u00fea\\u00f0 kom \\u00fat \\u00far gilkjaftinum \\u00e1 45-60 m/s hra\\u00f0a. Lei\\u00f0igar\\u00f0urinn beindi megninu af fl\\u00f3\\u00f0inu fr\\u00e1 bygg\\u00f0inn en \\u00fea\\u00f0 ruddist \\u00e1fram ni\\u00f0ur \\u00ed h\\u00f6fnina og olli miklu tj\\u00f3ni \\u00e1 b\\u00e1tum og mannvirkjum. Snj\\u00f3fl\\u00f3\\u00f0i\\u00f0 kom af sta\\u00f0 fl\\u00f3\\u00f0bylgju \\u00ed h\\u00f6fninni og skvettist sj\\u00f3r og krapi \\u00e1 land vestan og sunnan hennar. E\\u00f0lisl\\u00e9ttari snj\\u00f3r og k\\u00f3f \\u00far fl\\u00f3\\u00f0inu \\u00feeyttist yfir lei\\u00f0igar\\u00f0inn og austasta hluta \\u00fevergar\\u00f0sins ofan vi\\u00f0 \\u00d3lafst\\u00fan og st\\u00f6\\u00f0va\\u00f0ist \\u00ed kirkjugar\\u00f0inum \\u00fear sem \\u00fea\\u00f0 ey\\u00f0ilag\\u00f0i gar\\u00f0h\\u00fas \\u00far timbri og braut tr\\u00e9. Fl\\u00f3\\u00f0i\\u00f0 var skv. r\\u00famm\\u00e1lsreikningum og e\\u00f0lis\\u00feyngdarm\\u00e6lingum um 315 \\u00fe\\u00fas. r\\u00fammetrar og 150 \\u00fe\\u00fas tonn a\\u00f0 st\\u00e6r\\u00f0 og er me\\u00f0 st\\u00e6rstu skr\\u00e1\\u00f0u fl\\u00f3\\u00f0um \\u00far Skollahvilft. Til samanbur\\u00f0ar er tali\\u00f0 a\\u00f0 hamfarafl\\u00f3\\u00f0i\\u00f0 \\u00far Skollahvilft \\u00feann 26. okt\\u00f3ber 1995 hafi veri\\u00f0 um 430 \\u00fe\\u00fas. r\\u00fammetrar og 180 \\u00fe\\u00fas. tonn a\\u00f0 st\\u00e6r\\u00f0.&quot;, &quot;DESCRIPTION&quot;: &quot;Dry slab avalanche&quot;, &quot;DESCRIPTION_1&quot;: &quot;Inaccurate&quot;, &quot;DESCRIPTION_2&quot;: null, &quot;FLOD&quot;: 55434, &quot;HRINA&quot;: &quot;131&quot;, &quot;LODADI_VEGI&quot;: null, &quot;LYSING&quot;: &quot;5&quot;, &quot;LYSING_1&quot;: &quot;\\u00deurrt flekahlaup&quot;, &quot;OBJECTID&quot;: 8568, &quot;ORSOK&quot;: null, &quot;STAERD&quot;: &quot;5&quot;, &quot;Shape_Length&quot;: 846.8074421667918, &quot;TJON&quot;: null, &quot;VISSA&quot;: &quot;M\\u00f6rk \\u00f3n\\u00e1kv\\u00e6m&quot;}, &quot;type&quot;: &quot;Feature&quot;}, {&quot;geometry&quot;: {&quot;coordinates&quot;: [[[-23.508402667483587, 66.04845442352722], [-23.508914551977494, 66.04817304141046], [-23.509425861602924, 66.04797966881438], [-23.510049084195742, 66.0478199751333], [-23.510395599115544, 66.04776667703777]], [[-23.508211978624118, 66.04859745372721], [-23.507466728376205, 66.04898457850635], [-23.50687251126244, 66.04939581418698], [-23.5065120760278, 66.04963468436871], [-23.505929701267434, 66.05031760117375], [-23.50530125765416, 66.05120867560942]]], &quot;type&quot;: &quot;MultiLineString&quot;}, &quot;id&quot;: 8569, &quot;properties&quot;: {&quot;ATHS_DAGS&quot;: &quot;14.1.2020&quot;, &quot;ATHS_DATE&quot;: &quot;14.1.2020 23:03:00&quot;, &quot;ATHS_KLUKKA&quot;: null, &quot;ATHS_SHORT&quot;: null, &quot;ATHS_STADS&quot;: null, &quot;ATHS_STUTT&quot;: &quot;Mj\\u00f6g st\\u00f3rt snj\\u00f3fl\\u00f3\\u00f0 f\\u00e9ll \\u00far Skollahvilft kv\\u00f6ldi\\u00f0 14. jan\\u00faar. Snj\\u00f3fl\\u00f3\\u00f0aratsj\\u00e1 \\u00e1 lei\\u00f0igar\\u00f0inum nam fl\\u00f3\\u00f0i\\u00f0 r\\u00e9tt eftir kl 23:00 eftir a\\u00f0 \\u00fea\\u00f0 kom \\u00fat \\u00far gilkjaftinum \\u00e1 45-60 m/s hra\\u00f0a. Lei\\u00f0igar\\u00f0urinn beindi megninu af fl\\u00f3\\u00f0inu fr\\u00e1 bygg\\u00f0inn en \\u00fea\\u00f0 ruddist \\u00e1fram ni\\u00f0ur \\u00ed h\\u00f6fnina og olli miklu tj\\u00f3ni \\u00e1 b\\u00e1tum og mannvirkjum. Snj\\u00f3fl\\u00f3\\u00f0i\\u00f0 kom af sta\\u00f0 fl\\u00f3\\u00f0bylgju \\u00ed h\\u00f6fninni og skvettist sj\\u00f3r og krapi \\u00e1 land vestan og sunnan hennar. E\\u00f0lisl\\u00e9ttari snj\\u00f3r og k\\u00f3f \\u00far fl\\u00f3\\u00f0inu \\u00feeyttist yfir lei\\u00f0igar\\u00f0inn og austasta hluta \\u00fevergar\\u00f0sins ofan vi\\u00f0 \\u00d3lafst\\u00fan og st\\u00f6\\u00f0va\\u00f0ist \\u00ed kirkjugar\\u00f0inum \\u00fear sem \\u00fea\\u00f0 ey\\u00f0ilag\\u00f0i gar\\u00f0h\\u00fas \\u00far timbri og braut tr\\u00e9. Fl\\u00f3\\u00f0i\\u00f0 var skv. r\\u00famm\\u00e1lsreikningum og e\\u00f0lis\\u00feyngdarm\\u00e6lingum um 315 \\u00fe\\u00fas. r\\u00fammetrar og 150 \\u00fe\\u00fas tonn a\\u00f0 st\\u00e6r\\u00f0 og er me\\u00f0 st\\u00e6rstu skr\\u00e1\\u00f0u fl\\u00f3\\u00f0um \\u00far Skollahvilft. Til samanbur\\u00f0ar er tali\\u00f0 a\\u00f0 hamfarafl\\u00f3\\u00f0i\\u00f0 \\u00far Skollahvilft \\u00feann 26. okt\\u00f3ber 1995 hafi veri\\u00f0 um 430 \\u00fe\\u00fas. r\\u00fammetrar og 180 \\u00fe\\u00fas. tonn a\\u00f0 st\\u00e6r\\u00f0.&quot;, &quot;DESCRIPTION&quot;: &quot;Dry slab avalanche&quot;, &quot;DESCRIPTION_1&quot;: &quot;Outline in ocean or lake or eq.&quot;, &quot;DESCRIPTION_2&quot;: null, &quot;FLOD&quot;: 55434, &quot;HRINA&quot;: &quot;131&quot;, &quot;LODADI_VEGI&quot;: null, &quot;LYSING&quot;: &quot;5&quot;, &quot;LYSING_1&quot;: &quot;\\u00deurrt flekahlaup&quot;, &quot;OBJECTID&quot;: 8569, &quot;ORSOK&quot;: null, &quot;STAERD&quot;: &quot;5&quot;, &quot;Shape_Length&quot;: 444.07987604235507, &quot;TJON&quot;: null, &quot;VISSA&quot;: &quot;M\\u00f6rk n\\u00e1 \\u00fat \\u00ed sj\\u00f3 e\\u00f0a lengra en \\u00fatl\\u00ednan s\\u00fdnir&quot;}, &quot;type&quot;: &quot;Feature&quot;}], &quot;type&quot;: &quot;FeatureCollection&quot;});\n",
       "\n",
       "        \n",
       "    \n",
       "    geo_json_98cdf3b431e854470a7a7fee566b1a2f.bindTooltip(\n",
       "    function(layer){\n",
       "    let div = L.DomUtil.create(&#x27;div&#x27;);\n",
       "    \n",
       "    let handleObject = feature=&gt;typeof(feature)==&#x27;object&#x27; ? JSON.stringify(feature) : feature;\n",
       "    let fields = [&quot;FLOD&quot;];\n",
       "    let aliases = [&quot;FLOD&quot;];\n",
       "    let table = &#x27;&lt;table&gt;&#x27; +\n",
       "        String(\n",
       "        fields.map(\n",
       "        (v,i)=&gt;\n",
       "        `&lt;tr&gt;\n",
       "            &lt;th&gt;${aliases[i]}&lt;/th&gt;\n",
       "            \n",
       "            &lt;td&gt;${handleObject(layer.feature.properties[v])}&lt;/td&gt;\n",
       "        &lt;/tr&gt;`).join(&#x27;&#x27;))\n",
       "    +&#x27;&lt;/table&gt;&#x27;;\n",
       "    div.innerHTML=table;\n",
       "    \n",
       "    return div\n",
       "    }\n",
       "    ,{&quot;className&quot;: &quot;foliumtooltip&quot;, &quot;sticky&quot;: true});\n",
       "                     \n",
       "    \n",
       "    geo_json_98cdf3b431e854470a7a7fee566b1a2f.bindPopup(\n",
       "    function(layer){\n",
       "    let div = L.DomUtil.create(&#x27;div&#x27;);\n",
       "    \n",
       "    let handleObject = feature=&gt;typeof(feature)==&#x27;object&#x27; ? JSON.stringify(feature) : feature;\n",
       "    let fields = [&quot;FLOD&quot;, &quot;ATHS_DAGS&quot;, &quot;ATHS_STUTT&quot;];\n",
       "    let aliases = [&quot;FLOD&quot;, &quot;ATHS_DAGS&quot;, &quot;ATHS_STUTT&quot;];\n",
       "    let table = &#x27;&lt;table&gt;&#x27; +\n",
       "        String(\n",
       "        fields.map(\n",
       "        (v,i)=&gt;\n",
       "        `&lt;tr&gt;\n",
       "            &lt;th&gt;${aliases[i].toLocaleString()}&lt;/th&gt;\n",
       "            \n",
       "            &lt;td&gt;${handleObject(layer.feature.properties[v]).toLocaleString()}&lt;/td&gt;\n",
       "        &lt;/tr&gt;`).join(&#x27;&#x27;))\n",
       "    +&#x27;&lt;/table&gt;&#x27;;\n",
       "    div.innerHTML=table;\n",
       "    \n",
       "    return div\n",
       "    }\n",
       "    ,{&quot;className&quot;: &quot;foliumpopup&quot;});\n",
       "                     \n",
       "    \n",
       "            var layer_control_739a8ca90ceb611cbd386283b01e02f3 = {\n",
       "                base_layers : {\n",
       "                    &quot;https://geo.vedur.is/geoserver/www/imo_basemap_epsg3857/{z}/{x}/{y}.png&quot; : tile_layer_5c99cf83ab35f5c0b4b9f12cb7d14bd1,\n",
       "                },\n",
       "                overlays :  {\n",
       "                    &quot;Avalanche 55434&quot; : geo_json_98cdf3b431e854470a7a7fee566b1a2f,\n",
       "                },\n",
       "            };\n",
       "            L.control.layers(\n",
       "                layer_control_739a8ca90ceb611cbd386283b01e02f3.base_layers,\n",
       "                layer_control_739a8ca90ceb611cbd386283b01e02f3.overlays,\n",
       "                {&quot;autoZIndex&quot;: true, &quot;collapsed&quot;: true, &quot;position&quot;: &quot;topright&quot;}\n",
       "            ).addTo(map_52d4e4654eb40d76ae2dcd94e6b4e320);\n",
       "        \n",
       "&lt;/script&gt;\n",
       "&lt;/html&gt;\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x7f9a52b72280>"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# cunstruct a map with the outline of avalanche 55434 with tooltip and some fields in popup\n",
    "map = folium.Map(location=[66.05, -23.5], zoom_start=14, tiles=basemap_tiles, attr=basemap_attribution)\n",
    "folium.GeoJson(data,\n",
    "               name='Avalanche 55434',\n",
    "               popup=folium.GeoJsonPopup(fields=['FLOD','ATHS_DAGS','ATHS_STUTT']),\n",
    "               tooltip=folium.features.GeoJsonTooltip(fields=['FLOD'])\n",
    "              ).add_to(map)\n",
    "\n",
    "folium.LayerControl().add_to(map)\n",
    "\n",
    "map"
   ]
  }
 ],
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