PythonGEE_Rural_LandcoverClassification.ipynb

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  "metadata": {
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      "provenance": [],
      "mount_file_id": "1zg4b_Zd-oYnhC7A4vZKw4mOwsyji6Rdc",
      "authorship_tag": "ABX9TyOSiEWhbdM4JQVYl9ZgNSh/",
      "include_colab_link": true
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    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    }
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  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/lookmeebbear/OpenRS_LDDTNI/blob/main/PythonGEE_Rural_LandcoverClassification.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "# **Automatic Land Cover Classification by Google Earth Engine**\n",
        "# **Rural Area -- prachuap khiri khan**\n",
        "\n",
        "Thepchai Srinoi\n",
        "\n",
        "Department of Survey Engineering\n",
        "\n",
        "Faculty of Engineering Chulalongkorn University \n",
        "\n",
        "-------------------------------------------------------------"
      ],
      "metadata": {
        "id": "LtmPsnPv-Tfw"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "(1) Install geemap for convert from pandas to gee"
      ],
      "metadata": {
        "id": "44RPKEUfFpHo"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "!pip install geemap"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "fCA5sQAEvQ-w",
        "outputId": "ea31097b-a8f4-4ee1-b236-3f39e5476a5b"
      },
      "execution_count": 1,
      "outputs": [
        {
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          "name": "stdout",
          "output_type": "stream",
          "text": [
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            "Requirement already satisfied: soupsieve>1.2 in /usr/local/lib/python3.10/dist-packages (from beautifulsoup4->nbconvert->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets->ipyfilechooser>=0.6.0->geemap) (2.4.1)\n",
            "Requirement already satisfied: webencodings in /usr/local/lib/python3.10/dist-packages (from bleach->nbconvert->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets->ipyfilechooser>=0.6.0->geemap) (0.5.1)\n",
            "Requirement already satisfied: pycparser in /usr/local/lib/python3.10/dist-packages (from cffi>=1.0.1->argon2-cffi-bindings->argon2-cffi->notebook>=4.4.1->widgetsnbextension~=3.6.0->ipywidgets->ipyfilechooser>=0.6.0->geemap) (2.21)\n",
            "Building wheels for collected packages: pyperclip\n",
            "  Building wheel for pyperclip (setup.py) ... \u001b[?25l\u001b[?25hdone\n",
            "  Created wheel for pyperclip: filename=pyperclip-1.8.2-py3-none-any.whl size=11135 sha256=8d4425f49bd1b0ecae0169064768a018b62885c21e9e544dd7f689f48b9b4859\n",
            "  Stored in directory: /root/.cache/pip/wheels/04/24/fe/140a94a7f1036003ede94579e6b4227fe96c840c6f4dcbe307\n",
            "Successfully built pyperclip\n",
            "Installing collected packages: pyperclip, colour, xyzservices, traittypes, scooby, ratelim, python-box, jedi, geocoder, eerepr, ipytree, ipyleaflet, ipyfilechooser, ipyevents, bqplot, geemap\n",
            "Successfully installed bqplot-0.12.39 colour-0.1.5 eerepr-0.0.4 geemap-0.20.6 geocoder-1.38.1 ipyevents-2.0.1 ipyfilechooser-0.6.0 ipyleaflet-0.17.2 ipytree-0.2.2 jedi-0.18.2 pyperclip-1.8.2 python-box-7.0.1 ratelim-0.1.6 scooby-0.7.2 traittypes-0.2.1 xyzservices-2023.2.0\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "import geemap\n",
        "import matplotlib as mpl\n",
        "import matplotlib.pyplot as plt\n",
        "import numpy as np\n",
        "from mlxtend.plotting import plot_confusion_matrix"
      ],
      "metadata": {
        "id": "8Ei02LHkvOYJ"
      },
      "execution_count": 2,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "(2) Retrieve the satellite image from google earth engine"
      ],
      "metadata": {
        "id": "UMRlGFYDFyG4"
      }
    },
    {
      "cell_type": "code",
      "execution_count": 3,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "Zj9lSmUf-QgR",
        "outputId": "861191aa-5039-4127-8f46-e01b624ef4fd"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "To authorize access needed by Earth Engine, open the following URL in a web browser and follow the instructions. If the web browser does not start automatically, please manually browse the URL below.\n",
            "\n",
            "    https://code.earthengine.google.com/client-auth?scopes=https%3A//www.googleapis.com/auth/earthengine%20https%3A//www.googleapis.com/auth/devstorage.full_control&request_id=ZQnhDocLQpoBwRKAGM9nlOQZ9MQGelafn1dGmItGbNo&tc=CnpybCUQrXqmJiQrpDHKOK0w_f-dT06_1V1YjSs119k&cc=LN3stIPgTXm8rlxGE9JjZN5j2xqjApNjFeFFtzQxzHI\n",
            "\n",
            "The authorization workflow will generate a code, which you should paste in the box below.\n",
            "Enter verification code: 4/1AbUR2VMyctC5XblVQpmDOc857b06LGHEEgVLJsAcUQ0l9ec3ju36-0UANhY\n",
            "\n",
            "Successfully saved authorization token.\n"
          ]
        }
      ],
      "source": [
        "import ee\n",
        "# Authenticate to the Earth Engine servers\n",
        "ee.Authenticate()\n",
        "# Initialize the API\n",
        "ee.Initialize()"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "import folium\n",
        "# Install Function for Cloud Mask \n",
        "def applyScaleFactors(image) :\n",
        "  opticalBands = image.select('SR_B.').multiply(0.0000275).add(-0.2)\n",
        "  thermalBands = image.select('ST_B.*').multiply(0.00341802).add(149.0)\n",
        "  return image.addBands(opticalBands, None, True).addBands(thermalBands, None, True)\n",
        "\n",
        "def maskS2clouds(image) :\n",
        "  qa = image.select('QA60')\n",
        "\n",
        "  # Bits 10 and 11 are clouds and cirrus, respectively.\n",
        "  cloudBitMask = 1 << 10\n",
        "  cirrusBitMask = 1 << 11\n",
        "\n",
        "  # Both flags should be set to zero, indicating clear conditions.\n",
        "  mask = (qa.bitwiseAnd(cloudBitMask).eq(0)) and (qa.bitwiseAnd(cirrusBitMask).eq(0))\n",
        "\n",
        "  return image.updateMask(mask).divide(10000)\n",
        "\n",
        "# Map Visualization : Google Earth Engine\n",
        "def add_ee_layer(self, ee_image_object, vis_params, name):\n",
        "  map_id_dict = ee.Image(ee_image_object).getMapId(vis_params)\n",
        "  folium.raster_layers.TileLayer(\n",
        "      tiles=map_id_dict['tile_fetcher'].url_format,\n",
        "      attr='Map Data &copy; <a href=\"https://earthengine.google.com/\">Google Earth Engine</a>',\n",
        "      name=name,\n",
        "      overlay=True,\n",
        "      control=True\n",
        "  ).add_to(self)"
      ],
      "metadata": {
        "id": "x7HOmLiN-yms"
      },
      "execution_count": 12,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "# Retrieve satellite image\n",
        "lat_min, lat_max, lon_min, lon_max = (12.1256, 12.8229, 99.2070, 99.9018)\n",
        "AOI = ee.Geometry.Polygon(\n",
        "        [[[lon_min, lat_max],\n",
        "           [lon_min, lat_min],\n",
        "           [lon_max, lat_min],\n",
        "           [lon_max, lat_max]]])\n",
        "\n",
        "\n",
        "myimage = ee.ImageCollection('LANDSAT/LC08/C02/T1_L2')\\\n",
        "            .filterDate('2018-1-1', '2018-3-1')\\\n",
        "            .filterBounds(AOI)\\\n",
        "            .filterMetadata('CLOUD_COVER','less_than',5)\\\n",
        "            .map(applyScaleFactors)\\\n",
        "            .mosaic()\n",
        "            \n",
        "#True Composite Visualization\n",
        "folium.Map.add_ee_layer = add_ee_layer\n",
        "c = (AOI.centroid().getInfo())['coordinates']\n",
        "map_matched = folium.Map(location=[c[1], c[0]], zoom_start=13)\n",
        "map_matched.add_ee_layer(myimage,{'min':0, 'max':0.4, 'bands':['SR_B4', 'SR_B3', 'SR_B2']},'myimage_truecolor')\n",
        "map_matched.add_ee_layer(myimage,{'min':0, 'max':0.4, 'bands':['SR_B5', 'SR_B6', 'SR_B4']},'myimage_falsecolor')\n",
        "display(map_matched.add_child(folium.LayerControl()))"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 803
        },
        "id": "GNZIy8bq_C2N",
        "outputId": "03c1a1e0-eb2a-4fd4-a6f0-a3c332d3c454"
      },
      "execution_count": 39,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<folium.folium.Map at 0x7f7e5963a350>"
            ],
            "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_daa7a365ffe03ef70ae6fcdac10b87e9 {\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_daa7a365ffe03ef70ae6fcdac10b87e9&quot; &gt;&lt;/div&gt;\n",
              "        \n",
              "&lt;/body&gt;\n",
              "&lt;script&gt;\n",
              "    \n",
              "    \n",
              "            var map_daa7a365ffe03ef70ae6fcdac10b87e9 = L.map(\n",
              "                &quot;map_daa7a365ffe03ef70ae6fcdac10b87e9&quot;,\n",
              "                {\n",
              "                    center: [12.474315658346754, 99.55440000000051],\n",
              "                    crs: L.CRS.EPSG3857,\n",
              "                    zoom: 13,\n",
              "                    zoomControl: true,\n",
              "                    preferCanvas: false,\n",
              "                }\n",
              "            );\n",
              "\n",
              "            \n",
              "\n",
              "        \n",
              "    \n",
              "            var tile_layer_2b76b9d27c547be0a6e3992cd822d126 = L.tileLayer(\n",
              "                &quot;https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png&quot;,\n",
              "                {&quot;attribution&quot;: &quot;Data by \\u0026copy; \\u003ca target=\\&quot;_blank\\&quot; href=\\&quot;http://openstreetmap.org\\&quot;\\u003eOpenStreetMap\\u003c/a\\u003e, under \\u003ca target=\\&quot;_blank\\&quot; href=\\&quot;http://www.openstreetmap.org/copyright\\&quot;\\u003eODbL\\u003c/a\\u003e.&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_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var tile_layer_4ec3c505ea65d324d8793ec7245fb82a = L.tileLayer(\n",
              "                &quot;https://earthengine.googleapis.com/v1alpha/projects/earthengine-legacy/maps/63edc11326644a8f0174590f86841d10-d825aa731f57ffc8fbdfd6629ae727e4/tiles/{z}/{x}/{y}&quot;,\n",
              "                {&quot;attribution&quot;: &quot;Map Data \\u0026copy; \\u003ca href=\\&quot;https://earthengine.google.com/\\&quot;\\u003eGoogle Earth Engine\\u003c/a\\u003e&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_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var tile_layer_4497aaeb3f573a7efeb8bf10d38955dd = L.tileLayer(\n",
              "                &quot;https://earthengine.googleapis.com/v1alpha/projects/earthengine-legacy/maps/2eb783c36d08aaf6a98a4d53d2d6b755-1a2b9dd1c3f700ba5046c8fa61e08087/tiles/{z}/{x}/{y}&quot;,\n",
              "                {&quot;attribution&quot;: &quot;Map Data \\u0026copy; \\u003ca href=\\&quot;https://earthengine.google.com/\\&quot;\\u003eGoogle Earth Engine\\u003c/a\\u003e&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_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var layer_control_df573ee5da042db1424333ebe917427b = {\n",
              "                base_layers : {\n",
              "                    &quot;openstreetmap&quot; : tile_layer_2b76b9d27c547be0a6e3992cd822d126,\n",
              "                },\n",
              "                overlays :  {\n",
              "                    &quot;myimage_truecolor&quot; : tile_layer_4ec3c505ea65d324d8793ec7245fb82a,\n",
              "                    &quot;myimage_falsecolor&quot; : tile_layer_4497aaeb3f573a7efeb8bf10d38955dd,\n",
              "                },\n",
              "            };\n",
              "            L.control.layers(\n",
              "                layer_control_df573ee5da042db1424333ebe917427b.base_layers,\n",
              "                layer_control_df573ee5da042db1424333ebe917427b.overlays,\n",
              "                {&quot;autoZIndex&quot;: true, &quot;collapsed&quot;: true, &quot;position&quot;: &quot;topright&quot;}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\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>"
            ]
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "(3) Download the sample dataset (train, test dataset)\n",
        "\n",
        "0 - water\n",
        "\n",
        "1 - rubber\n",
        "\n",
        "2 - fruit\n",
        "\n",
        "3 - forest\n",
        " \n",
        "4 - man made land "
      ],
      "metadata": {
        "id": "HDp0h6uaF4JC"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "import pandas as pd\n",
        "df = pd.read_csv('https://raw.githubusercontent.com/lookmeebbear/OpenRS_LDDTNI/main/ldd_samplepoint.csv')\n",
        "df = df.loc[(df.X > 0) & (df.Y > 0)]\n",
        "df"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 423
        },
        "id": "16e2DodchitF",
        "outputId": "75ebb51a-542b-4f8c-db25-2cab1e0080f2"
      },
      "execution_count": 54,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "            X          Y  id  class\n",
              "0   99.505763  12.528545 NaN      0\n",
              "1   99.524514  12.528218 NaN      0\n",
              "2   99.532427  12.528936 NaN      0\n",
              "3   99.559481  12.548349 NaN      0\n",
              "4   99.527552  12.550599 NaN      0\n",
              "..        ...        ...  ..    ...\n",
              "95  99.587187  12.487781 NaN      4\n",
              "96  99.543298  12.530148 NaN      4\n",
              "97  99.547958  12.529852 NaN      4\n",
              "98  99.552143  12.548424 NaN      4\n",
              "99  99.648686  12.410702 NaN      4\n",
              "\n",
              "[99 rows x 4 columns]"
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              "      <td>12.528545</td>\n",
              "      <td>NaN</td>\n",
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              "      <td>99.527552</td>\n",
              "      <td>12.550599</td>\n",
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              "      <th>95</th>\n",
              "      <td>99.587187</td>\n",
              "      <td>12.487781</td>\n",
              "      <td>NaN</td>\n",
              "      <td>4</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>96</th>\n",
              "      <td>99.543298</td>\n",
              "      <td>12.530148</td>\n",
              "      <td>NaN</td>\n",
              "      <td>4</td>\n",
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              "    <tr>\n",
              "      <th>97</th>\n",
              "      <td>99.547958</td>\n",
              "      <td>12.529852</td>\n",
              "      <td>NaN</td>\n",
              "      <td>4</td>\n",
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              "      <th>98</th>\n",
              "      <td>99.552143</td>\n",
              "      <td>12.548424</td>\n",
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              "      <td>4</td>\n",
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              "    <tr>\n",
              "      <th>99</th>\n",
              "      <td>99.648686</td>\n",
              "      <td>12.410702</td>\n",
              "      <td>NaN</td>\n",
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              "</table>\n",
              "<p>99 rows × 4 columns</p>\n",
              "</div>\n",
              "      <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-36ae9d3f-6634-4227-801b-bf8439093148')\"\n",
              "              title=\"Convert this dataframe to an interactive table.\"\n",
              "              style=\"display:none;\">\n",
              "        \n",
              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
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              "      </button>\n",
              "      \n",
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              "      display:flex;\n",
              "      flex-wrap:wrap;\n",
              "      gap: 12px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert {\n",
              "      background-color: #E8F0FE;\n",
              "      border: none;\n",
              "      border-radius: 50%;\n",
              "      cursor: pointer;\n",
              "      display: none;\n",
              "      fill: #1967D2;\n",
              "      height: 32px;\n",
              "      padding: 0 0 0 0;\n",
              "      width: 32px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert:hover {\n",
              "      background-color: #E2EBFA;\n",
              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "      fill: #174EA6;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert {\n",
              "      background-color: #3B4455;\n",
              "      fill: #D2E3FC;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert:hover {\n",
              "      background-color: #434B5C;\n",
              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
              "      fill: #FFFFFF;\n",
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              "\n",
              "      <script>\n",
              "        const buttonEl =\n",
              "          document.querySelector('#df-36ae9d3f-6634-4227-801b-bf8439093148 button.colab-df-convert');\n",
              "        buttonEl.style.display =\n",
              "          google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "        async function convertToInteractive(key) {\n",
              "          const element = document.querySelector('#df-36ae9d3f-6634-4227-801b-bf8439093148');\n",
              "          const dataTable =\n",
              "            await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                     [key], {});\n",
              "          if (!dataTable) return;\n",
              "\n",
              "          const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "            '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
              "            + ' to learn more about interactive tables.';\n",
              "          element.innerHTML = '';\n",
              "          dataTable['output_type'] = 'display_data';\n",
              "          await google.colab.output.renderOutput(dataTable, element);\n",
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              "          docLink.innerHTML = docLinkHtml;\n",
              "          element.appendChild(docLink);\n",
              "        }\n",
              "      </script>\n",
              "    </div>\n",
              "  </div>\n",
              "  "
            ]
          },
          "metadata": {},
          "execution_count": 54
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# Map Visualization : Sampling Point \n",
        "classid = list( set(df['class'].to_list()) )\n",
        "colorid = ['blue','orange','purple','green','red']\n",
        "k = -1\n",
        "for myid in classid :\n",
        "  k += 1\n",
        "  df_select = df.loc[ df['class'] == classid[myid] ].copy()\n",
        "  latitudes = list(df_select.Y)\n",
        "  longitudes = list(df_select.X)\n",
        "  for lat, lng in zip(latitudes, longitudes):\n",
        "    folium.CircleMarker(location = [lat, lng], radius=3, color= colorid[k]).add_to(map_matched)\n",
        "\n",
        "display(map_matched.add_child(folium.LayerControl()))"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 803
        },
        "id": "QwLneZK8cXW9",
        "outputId": "e6fa70ca-d692-415b-e334-052549095b1d"
      },
      "execution_count": 55,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<folium.folium.Map at 0x7f7e5963a350>"
            ],
            "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_daa7a365ffe03ef70ae6fcdac10b87e9 {\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_daa7a365ffe03ef70ae6fcdac10b87e9&quot; &gt;&lt;/div&gt;\n",
              "        \n",
              "&lt;/body&gt;\n",
              "&lt;script&gt;\n",
              "    \n",
              "    \n",
              "            var map_daa7a365ffe03ef70ae6fcdac10b87e9 = L.map(\n",
              "                &quot;map_daa7a365ffe03ef70ae6fcdac10b87e9&quot;,\n",
              "                {\n",
              "                    center: [12.474315658346754, 99.55440000000051],\n",
              "                    crs: L.CRS.EPSG3857,\n",
              "                    zoom: 13,\n",
              "                    zoomControl: true,\n",
              "                    preferCanvas: false,\n",
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              "            );\n",
              "\n",
              "            \n",
              "\n",
              "        \n",
              "    \n",
              "            var tile_layer_2b76b9d27c547be0a6e3992cd822d126 = L.tileLayer(\n",
              "                &quot;https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png&quot;,\n",
              "                {&quot;attribution&quot;: &quot;Data by \\u0026copy; \\u003ca target=\\&quot;_blank\\&quot; href=\\&quot;http://openstreetmap.org\\&quot;\\u003eOpenStreetMap\\u003c/a\\u003e, under \\u003ca target=\\&quot;_blank\\&quot; href=\\&quot;http://www.openstreetmap.org/copyright\\&quot;\\u003eODbL\\u003c/a\\u003e.&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_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var tile_layer_4ec3c505ea65d324d8793ec7245fb82a = L.tileLayer(\n",
              "                &quot;https://earthengine.googleapis.com/v1alpha/projects/earthengine-legacy/maps/63edc11326644a8f0174590f86841d10-d825aa731f57ffc8fbdfd6629ae727e4/tiles/{z}/{x}/{y}&quot;,\n",
              "                {&quot;attribution&quot;: &quot;Map Data \\u0026copy; \\u003ca href=\\&quot;https://earthengine.google.com/\\&quot;\\u003eGoogle Earth Engine\\u003c/a\\u003e&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_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var tile_layer_4497aaeb3f573a7efeb8bf10d38955dd = L.tileLayer(\n",
              "                &quot;https://earthengine.googleapis.com/v1alpha/projects/earthengine-legacy/maps/2eb783c36d08aaf6a98a4d53d2d6b755-1a2b9dd1c3f700ba5046c8fa61e08087/tiles/{z}/{x}/{y}&quot;,\n",
              "                {&quot;attribution&quot;: &quot;Map Data \\u0026copy; \\u003ca href=\\&quot;https://earthengine.google.com/\\&quot;\\u003eGoogle Earth Engine\\u003c/a\\u003e&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_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var layer_control_df573ee5da042db1424333ebe917427b = {\n",
              "                base_layers : {\n",
              "                    &quot;openstreetmap&quot; : tile_layer_2b76b9d27c547be0a6e3992cd822d126,\n",
              "                },\n",
              "                overlays :  {\n",
              "                    &quot;myimage_truecolor&quot; : tile_layer_4ec3c505ea65d324d8793ec7245fb82a,\n",
              "                    &quot;myimage_falsecolor&quot; : tile_layer_4497aaeb3f573a7efeb8bf10d38955dd,\n",
              "                },\n",
              "            };\n",
              "            L.control.layers(\n",
              "                layer_control_df573ee5da042db1424333ebe917427b.base_layers,\n",
              "                layer_control_df573ee5da042db1424333ebe917427b.overlays,\n",
              "                {&quot;autoZIndex&quot;: true, &quot;collapsed&quot;: true, &quot;position&quot;: &quot;topright&quot;}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_042406454f549862e18989c002555bb4 = L.circleMarker(\n",
              "                [12.5285448393665, 99.5057625673818],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_b92045e20b97fbdb158672d67e946636 = L.circleMarker(\n",
              "                [12.5282184601832, 99.5245139783873],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_0f3d61124b7f6480aa75c2a9eabe2104 = L.circleMarker(\n",
              "                [12.528935712085, 99.5324267670452],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_0d41aac58016ada3d7251637a99f5355 = L.circleMarker(\n",
              "                [12.5483489709606, 99.5594808739263],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_b201bb03ebffc5968ec7bfd46951e2fa = L.circleMarker(\n",
              "                [12.5505993353469, 99.52755236282],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_723078804c7832b1091ac6b0d6530265 = L.circleMarker(\n",
              "                [12.5527061059732, 99.5328258920811],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_d87ff6e7993c4a30fd3b7bc988a640dd = L.circleMarker(\n",
              "                [12.508979337289, 99.5444530517637],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_788251526115c6f5a7c6564da71dcd3a = L.circleMarker(\n",
              "                [12.4659963490753, 99.5977590240854],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_dc132430f8d0a96506d30ca44a41691c = L.circleMarker(\n",
              "                [12.3909813690385, 99.6297609374924],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_f80d6c7dba76c584b95f25d139b52baf = L.circleMarker(\n",
              "                [12.3955934186003, 99.5942812303265],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_6d2f0700529651ac16fe338ca5cdce81 = L.circleMarker(\n",
              "                [12.4548753456223, 99.649095368385],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_021eccc3842a78e7de6c9a3d072f6973 = L.circleMarker(\n",
              "                [12.4561874952239, 99.6628517372145],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_d7905afb7e91e97602e5bc749fedd846 = L.circleMarker(\n",
              "                [12.5083372365059, 99.6498139806034],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_b2505e959726559ec3943612566efd23 = L.circleMarker(\n",
              "                [12.3933035856845, 99.6417916211975],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_f520d9a1daf5360700caf225b16a40d8 = L.circleMarker(\n",
              "                [12.4161666631891, 99.6280232841572],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_daab7764fc47b6ef5626d19004c91744 = L.circleMarker(\n",
              "                [12.4281860125299, 99.5874418560763],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_a49865f6095461dd1930236970fa361f = L.circleMarker(\n",
              "                [12.4508686937337, 99.581458934879],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_9faf0e83312db1a16a0d91e5d1be0e02 = L.circleMarker(\n",
              "                [12.462389729035, 99.5820709930674],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_e7e6210a83b1aec8aae6bc6b896943dc = L.circleMarker(\n",
              "                [12.4939133081411, 99.5810907657793],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_6cd4e4f83a25654820e45e956e6e13cb = L.circleMarker(\n",
              "                [12.5219502945573, 99.5476597072924],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_70df7f24f73a73aff994ab139bcab1a2 = L.circleMarker(\n",
              "                [12.4077400531775, 99.5931719700739],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;orange&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;orange&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_061dde05355bcecc1dbfbca7c48ce9dc = L.circleMarker(\n",
              "                [12.4267026954359, 99.5900909807928],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;orange&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;orange&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_ed35995c41aa95c61dc38acb15a8e782 = L.circleMarker(\n",
              "                [12.4469726977917, 99.5843952112382],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;orange&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;orange&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_dabbb589ddf56c322b247778fb160a02 = L.circleMarker(\n",
              "                [12.4542220513908, 99.5791115044212],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;orange&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;orange&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_da666ecf47b42c15f0b211c3d009ccc3 = L.circleMarker(\n",
              "                [12.4772155364295, 99.5798341293607],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;orange&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;orange&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_8233b1fe39470b92dffc1164723c3f9e = L.circleMarker(\n",
              "                [12.5027231675619, 99.5766300717674],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;orange&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;orange&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_ab501e972aa86acd3fc0571839e7c0df = L.circleMarker(\n",
              "                [12.5027231675619, 99.5766300717674],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;orange&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;orange&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_690d0780963a84a13e044e450f59db2b = L.circleMarker(\n",
              "                [12.5380609959045, 99.5365750551603],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;orange&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;orange&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_3c3399b499631b14cff6981131522864 = L.circleMarker(\n",
              "                [12.5413255620557, 99.5278887117781],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;orange&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;orange&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_18bc814af02064181d0bcd3e319d3793 = L.circleMarker(\n",
              "                [12.5492316223432, 99.5207047272059],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;orange&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;orange&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_2272619ca3c0eb9d6e47a1f0bd426c9d = L.circleMarker(\n",
              "                [12.4338849533138, 99.6276407854377],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;orange&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;orange&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_84f001f90d10cb94d4408e456fdeb079 = L.circleMarker(\n",
              "                [12.4605194865104, 99.6431291859943],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;orange&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;orange&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_dae279e9a716cd78622cbd31be944659 = L.circleMarker(\n",
              "                [12.3965253393134, 99.650866246236],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;orange&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;orange&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_4e90f8797335c32f49a4b0d6bfee02d4 = L.circleMarker(\n",
              "                [12.4070002418127, 99.6329263398404],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;orange&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;orange&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_c9d9f3b0cb4c8458644c7a0523a1c493 = L.circleMarker(\n",
              "                [12.4179648851079, 99.6180636774942],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;orange&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;orange&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_d09b706801aad908887b2d19a9e5c7ea = L.circleMarker(\n",
              "                [12.4732675320951, 99.64358385215],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;orange&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;orange&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_a8e0d6d174d48330a7e4ef3e9c08ae97 = L.circleMarker(\n",
              "                [12.5158578480922, 99.6353232729814],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;orange&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;orange&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_a6b7c506950e53e587dda180dcffbc75 = L.circleMarker(\n",
              "                [12.5376519779117, 99.6356366492681],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;orange&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;orange&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_1ad96cd6f0d9e8c0d890845a70943318 = L.circleMarker(\n",
              "                [12.4531025960803, 99.5288145692043],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;orange&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;orange&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_7e4866ce1e2ce1bab3bf99ca59e116f6 = L.circleMarker(\n",
              "                [12.5133667550506, 99.5187216732041],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;orange&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;orange&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_05bc47a7852837f0eb7bfe56eaddb5f2 = L.circleMarker(\n",
              "                [12.3871318743846, 99.6429512548541],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;purple&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;purple&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_0d0da7b25f96c8fe41fab6f8e1f65cb1 = L.circleMarker(\n",
              "                [12.3988329250761, 99.6398672119886],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;purple&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;purple&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_512a4776b91ac6aa31462b96391b75a7 = L.circleMarker(\n",
              "                [12.4195908772822, 99.651960943942],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;purple&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;purple&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_984e173f71baaff9bb0e285dbd386de8 = L.circleMarker(\n",
              "                [12.4303728056673, 99.6315723107126],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;purple&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;purple&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_84fd0ffca7f9f8e00edea297f121ffcc = L.circleMarker(\n",
              "                [12.4442884303183, 99.6393483938833],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;purple&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;purple&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_f214bfb277c73bb09a6bdddd734bae2a = L.circleMarker(\n",
              "                [12.4693530657145, 99.6399802746858],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;purple&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;purple&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_e6cf20a367d4db61e0f197a78d7b7d23 = L.circleMarker(\n",
              "                [12.4878271249095, 99.6439938193403],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;purple&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;purple&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_e82a9911604553ec2fd79ead7165fd0a = L.circleMarker(\n",
              "                [12.5031466000128, 99.6471132532699],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;purple&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;purple&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_6b0b494c9f349e3cd4c70ec63052e744 = L.circleMarker(\n",
              "                [12.5515222941816, 99.6380297641033],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;purple&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;purple&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_964eedbb2a9c72df51fb7c3ca4438c83 = L.circleMarker(\n",
              "                [12.4762877606949, 99.5941754402108],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;purple&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;purple&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_b37435b098ba689a2ca0341c8a7b35d4 = L.circleMarker(\n",
              "                [12.4894001098248, 99.5937183691106],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;purple&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;purple&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_085215782df9a943c391a716188073b8 = L.circleMarker(\n",
              "                [12.3974372693338, 99.5973895050767],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;purple&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;purple&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_cb87bf3a736f9fc8aeb85b76814fa644 = L.circleMarker(\n",
              "                [12.4280315924342, 99.5591117777409],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;purple&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;purple&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_ce700d47d94f7d21492071e21f8355ea = L.circleMarker(\n",
              "                [12.4434952312976, 99.5732724646798],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;purple&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;purple&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_71fa1a1c263ca02976eaab5c7808bf28 = L.circleMarker(\n",
              "                [12.4476327111545, 99.5656609216771],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;purple&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;purple&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_9df3e76c7717ed121126d53a685eb9d7 = L.circleMarker(\n",
              "                [12.445060967991, 99.5485850049553],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;purple&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;purple&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_9faf9380ec0b2c46a7c7ec52e14cba0b = L.circleMarker(\n",
              "                [12.4855434674846, 99.5738587170871],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;purple&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;purple&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_044a68c3fa036920d88a4f634bdbf8ad = L.circleMarker(\n",
              "                [12.5484783389293, 99.5334237435861],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;purple&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;purple&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_98f1f6a2dcc3114e52025947e8955bd2 = L.circleMarker(\n",
              "                [12.5514227965324, 99.5236707980992],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;purple&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;purple&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_2e984741277f501a412b871eb77941a2 = L.circleMarker(\n",
              "                [12.4581577071575, 99.6669643661081],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;purple&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;purple&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_81dc7f04c0010a68bfc8c5919b29c159 = L.circleMarker(\n",
              "                [12.4913651702124, 99.5049911296405],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;green&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;green&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_24c857732ccbbfc16286a6e846013276 = L.circleMarker(\n",
              "                [12.4905191207722, 99.5335136961786],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;green&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;green&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_11acd6de0474422bbd78c25e4b27ad64 = L.circleMarker(\n",
              "                [12.4710415831471, 99.5527951462529],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;green&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;green&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_027b310f246493e69076b47fbeb52641 = L.circleMarker(\n",
              "                [12.4653558712749, 99.5132211582976],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;green&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;green&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_fc4fa09960a82952759690e63df2f574 = L.circleMarker(\n",
              "                [12.4195614304515, 99.5394629346017],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;green&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;green&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_fd96db90f70b70428e31f33777ad0e2d = L.circleMarker(\n",
              "                [12.4094583983103, 99.5188605106125],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;green&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;green&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_dd94aef46c8d6c048fa9eaaf7b589ca0 = L.circleMarker(\n",
              "                [12.3896024337725, 99.5001956491563],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;green&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;green&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_5d2ab3161fddf9e27ae76fe1a3723329 = L.circleMarker(\n",
              "                [12.5436319093091, 99.5067033347184],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;green&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;green&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_5016393ee61645d1d8591f11f3bcbdfa = L.circleMarker(\n",
              "                [12.5486794216918, 99.5813181418538],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;green&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;green&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_24b89922852cd09b9b185b68f351cb9f = L.circleMarker(\n",
              "                [12.5288791136447, 99.5917417288592],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;green&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;green&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_cea7307a7dd45a511005d33c1b345a20 = L.circleMarker(\n",
              "                [12.5062518085491, 99.6027323404019],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;green&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;green&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_2a5f2de51d6aca2c696d0f72c4c73193 = L.circleMarker(\n",
              "                [12.4972234191645, 99.6096125178967],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;green&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;green&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_69f5a9b6443fdb99718f7d957d00fa92 = L.circleMarker(\n",
              "                [12.5217298422763, 99.6427944457832],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;green&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;green&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_dbacfcde449b5bc4c7fa41df5dc17862 = L.circleMarker(\n",
              "                [12.5471941293276, 99.6119796939033],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;green&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;green&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_4b4213edf5634dac4de9cd39fb3e667c = L.circleMarker(\n",
              "                [12.4082027131599, 99.6644040732694],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;green&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;green&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_c7e39d7ec697457a979439478bf834bb = L.circleMarker(\n",
              "                [12.4267132666862, 99.620773281785],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;green&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;green&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_18f25f37e64913dbca94f1c22f84f0a3 = L.circleMarker(\n",
              "                [12.4484769705641, 99.6198236260308],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;green&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;green&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_71a9f659f5ed5716655098ac14d42a13 = L.circleMarker(\n",
              "                [12.462363601151, 99.630650472382],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;green&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;green&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_7c884bd54872a790738d5691a19ff923 = L.circleMarker(\n",
              "                [12.3930497250149, 99.5393330253677],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;green&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;green&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_2e9e91d02fc5477fb96d4bc51fcacd67 = L.circleMarker(\n",
              "                [12.3900449675121, 99.609777076968],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;green&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;green&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_6a54883022d51d7b00d09ec1bfd15b65 = L.circleMarker(\n",
              "                [12.4229344398266, 99.5866481658841],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;red&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;red&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_2602425aec4d2f9c3192da6602e5e050 = L.circleMarker(\n",
              "                [12.3838919736734, 99.5951189981377],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;red&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;red&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_f7235f78afb7feaf3a4f0da0cd433dec = L.circleMarker(\n",
              "                [12.4376414393258, 99.5772562812787],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;red&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;red&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_ae54f10e36189703ec4d35ab4b6842c6 = L.circleMarker(\n",
              "                [12.4525646848379, 99.5803304197963],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;red&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;red&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_c899b089614ebdea750bc9bc64db1b24 = L.circleMarker(\n",
              "                [12.456661660507, 99.5896297100522],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;red&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;red&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_6e3259692c1e7c122456d8db3fc58687 = L.circleMarker(\n",
              "                [12.4642474318658, 99.5853205921002],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;red&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;red&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_4de5a40eda5531ee256df936941a2077 = L.circleMarker(\n",
              "                [12.4831634299618, 99.5779216310631],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;red&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;red&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_b1db2e540e0359332a8c118f2d06f9f2 = L.circleMarker(\n",
              "                [12.495152109504, 99.5793925528319],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;red&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;red&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_b86ab62231110d9bb9e8f8ff425c9e78 = L.circleMarker(\n",
              "                [12.5234320626249, 99.5575976822388],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;red&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;red&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_a539d33fd6feca45cca5a7ff07b468b6 = L.circleMarker(\n",
              "                [12.533555912117, 99.5638543120638],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;red&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;red&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_aeb08263bc965d0f5fd7fcff3b99e1e6 = L.circleMarker(\n",
              "                [12.5432193578126, 99.5569228515808],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;red&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;red&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_817715c52591eb86d3597cf3dd31ce92 = L.circleMarker(\n",
              "                [12.5435626256297, 99.5517167563123],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;red&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;red&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_54218265fb980a9c1d07155bff783de2 = L.circleMarker(\n",
              "                [12.5471002206407, 99.5477119103989],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;red&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;red&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_d79074007e2990595581c8e315d97ec8 = L.circleMarker(\n",
              "                [0.0, 0.0],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;red&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;red&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_f16ce5f96ed45c1169d25a1f5c028f59 = L.circleMarker(\n",
              "                [12.5193490058175, 99.5653392783606],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;red&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;red&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_4f83d6aec2816ab0f65c840061083753 = L.circleMarker(\n",
              "                [12.4877810275349, 99.5871869149693],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;red&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;red&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_d30d63e87acd86a22f0f095a827f1f91 = L.circleMarker(\n",
              "                [12.5301480389228, 99.5432980985969],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;red&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;red&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_fa90c37680d0d72c27f26d75bf30f9a2 = L.circleMarker(\n",
              "                [12.5298518065546, 99.5479581602193],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;red&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;red&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_045ac98530ee45047c8b000a0c57e68c = L.circleMarker(\n",
              "                [12.5484238265761, 99.5521428795161],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;red&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;red&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_c8c53084299468dbac1e428a7ec171b8 = L.circleMarker(\n",
              "                [12.4107019741619, 99.6486860504885],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;red&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;red&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var layer_control_bc6bdadc3e440c6cc4847fd738c84329 = {\n",
              "                base_layers : {\n",
              "                    &quot;openstreetmap&quot; : tile_layer_2b76b9d27c547be0a6e3992cd822d126,\n",
              "                },\n",
              "                overlays :  {\n",
              "                    &quot;myimage_truecolor&quot; : tile_layer_4ec3c505ea65d324d8793ec7245fb82a,\n",
              "                    &quot;myimage_falsecolor&quot; : tile_layer_4497aaeb3f573a7efeb8bf10d38955dd,\n",
              "                },\n",
              "            };\n",
              "            L.control.layers(\n",
              "                layer_control_bc6bdadc3e440c6cc4847fd738c84329.base_layers,\n",
              "                layer_control_bc6bdadc3e440c6cc4847fd738c84329.overlays,\n",
              "                {&quot;autoZIndex&quot;: true, &quot;collapsed&quot;: true, &quot;position&quot;: &quot;topright&quot;}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_55428df542dcffac5adeda34e0593b60 = L.circleMarker(\n",
              "                [12.5285448393665, 99.5057625673818],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_b8b0fea0bcd3c7aa94687705ef1b26e6 = L.circleMarker(\n",
              "                [12.5282184601832, 99.5245139783873],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_5d79791a4a16e24cf57c1b09e2045e29 = L.circleMarker(\n",
              "                [12.528935712085, 99.5324267670452],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_79add8b642d142826b74d308e1ef144f = L.circleMarker(\n",
              "                [12.5483489709606, 99.5594808739263],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_73377264781ebebfc51fbf788638feec = L.circleMarker(\n",
              "                [12.5505993353469, 99.52755236282],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_1699e6edd89cdc5d2a39867afd0d096e = L.circleMarker(\n",
              "                [12.5527061059732, 99.5328258920811],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_3c9468e4b4890fb491cec09eed849aa3 = L.circleMarker(\n",
              "                [12.508979337289, 99.5444530517637],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_ea0234a0858fb63e4d09d5e41fe4f8e4 = L.circleMarker(\n",
              "                [12.4659963490753, 99.5977590240854],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_34fbb71fb9e2565bd1a04689dbe048a1 = L.circleMarker(\n",
              "                [12.3909813690385, 99.6297609374924],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_b4efca2031de5cc24d5afa919b025c16 = L.circleMarker(\n",
              "                [12.3955934186003, 99.5942812303265],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_7215d545731391cd4a82b434efe3356e = L.circleMarker(\n",
              "                [12.4548753456223, 99.649095368385],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_a3248f2707cc0fe0a28dbd96c13b4876 = L.circleMarker(\n",
              "                [12.4561874952239, 99.6628517372145],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_1cbc623b07aab065604ab1cae3e3dc09 = L.circleMarker(\n",
              "                [12.5083372365059, 99.6498139806034],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_85881a9ff60e2c791acb4d4291b56528 = L.circleMarker(\n",
              "                [12.3933035856845, 99.6417916211975],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_16455ed0364879ec83a7da62fd168d1c = L.circleMarker(\n",
              "                [12.4161666631891, 99.6280232841572],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_0e6b9cdb485f35baf5ba0359c4be7144 = L.circleMarker(\n",
              "                [12.4281860125299, 99.5874418560763],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_4632136024e2da152885700bacaaf9dc = L.circleMarker(\n",
              "                [12.4508686937337, 99.581458934879],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_067a4f2cfddb3d7b31e954c569dd86d8 = L.circleMarker(\n",
              "                [12.462389729035, 99.5820709930674],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_7d73fc9ea6219541401d9e56eccf9b61 = L.circleMarker(\n",
              "                [12.4939133081411, 99.5810907657793],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_e2b6a177515385d80b0c5354d79b2d23 = L.circleMarker(\n",
              "                [12.5219502945573, 99.5476597072924],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;blue&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;blue&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_afba9f2d7082a4a381420d6a13d760a7 = L.circleMarker(\n",
              "                [12.4077400531775, 99.5931719700739],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;orange&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;orange&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_6fead9b1d04576084280555b444bbb74 = L.circleMarker(\n",
              "                [12.4267026954359, 99.5900909807928],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;orange&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;orange&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_68391e611d1765f172bf78dfd3e65749 = L.circleMarker(\n",
              "                [12.4469726977917, 99.5843952112382],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;orange&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;orange&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_f5fd2a94e922a9afba6f48a0dc9ca950 = L.circleMarker(\n",
              "                [12.4542220513908, 99.5791115044212],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;orange&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;orange&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_3a97be7432bb9266db8a8b23ee379d6a = L.circleMarker(\n",
              "                [12.4772155364295, 99.5798341293607],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;orange&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;orange&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_c282b0e4aca3e9bc47b2a9d7def2a8a6 = L.circleMarker(\n",
              "                [12.5027231675619, 99.5766300717674],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;orange&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;orange&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_2d7d068f473e7f0f440fb2bbe40363f2 = L.circleMarker(\n",
              "                [12.5027231675619, 99.5766300717674],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;orange&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;orange&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_74758771eac78ec30ec6cdfc73fd1185 = L.circleMarker(\n",
              "                [12.5380609959045, 99.5365750551603],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;orange&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;orange&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_2fe2d4560c6395fa640021f761fe5f7d = L.circleMarker(\n",
              "                [12.5413255620557, 99.5278887117781],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;orange&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;orange&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_1d9381fce9dbc11fcb2fb0e5971b2709 = L.circleMarker(\n",
              "                [12.5492316223432, 99.5207047272059],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;orange&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;orange&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_15833e4648e5de31127abdf9f52bb4d0 = L.circleMarker(\n",
              "                [12.4338849533138, 99.6276407854377],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;orange&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;orange&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_c662367ad3faa00a76b1b9e9d0ba6934 = L.circleMarker(\n",
              "                [12.4605194865104, 99.6431291859943],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;orange&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;orange&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_162e9fffc16ae8fbd32e011cbd787eaa = L.circleMarker(\n",
              "                [12.3965253393134, 99.650866246236],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;orange&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;orange&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_d6dafd985f2d2cdb08ce4caa5d652f84 = L.circleMarker(\n",
              "                [12.4070002418127, 99.6329263398404],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;orange&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;orange&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_cf5735299f52f7cc63271466eb812feb = L.circleMarker(\n",
              "                [12.4179648851079, 99.6180636774942],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;orange&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;orange&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_55b483c00df377d1cd27996f7f7f0ad4 = L.circleMarker(\n",
              "                [12.4732675320951, 99.64358385215],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;orange&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;orange&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_9e22a4e29a80798bb0c3c473322b094b = L.circleMarker(\n",
              "                [12.5158578480922, 99.6353232729814],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;orange&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;orange&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_6c3456a31cfbfbc4ca68e1ad8f68ef8a = L.circleMarker(\n",
              "                [12.5376519779117, 99.6356366492681],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;orange&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;orange&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_565d9f15526b818f54f2e95fc8409535 = L.circleMarker(\n",
              "                [12.4531025960803, 99.5288145692043],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;orange&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;orange&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_a99102993ab70c333d2329da5eb332e4 = L.circleMarker(\n",
              "                [12.5133667550506, 99.5187216732041],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;orange&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;orange&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_1a3a6ea1360425d0a22f8b09069aa5f9 = L.circleMarker(\n",
              "                [12.3871318743846, 99.6429512548541],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;purple&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;purple&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_1f16666e0eb719125c106a75a51f6dfd = L.circleMarker(\n",
              "                [12.3988329250761, 99.6398672119886],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;purple&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;purple&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_c663aebe94f7b352b9ade4aedbe1e2cd = L.circleMarker(\n",
              "                [12.4195908772822, 99.651960943942],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;purple&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;purple&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_ee7ba13382dbf9b895bd27a10055c99b = L.circleMarker(\n",
              "                [12.4303728056673, 99.6315723107126],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;purple&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;purple&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_f67374105af79abc10795d72404f09a7 = L.circleMarker(\n",
              "                [12.4442884303183, 99.6393483938833],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;purple&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;purple&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_e7bb9e72955c6326166ca846725c701c = L.circleMarker(\n",
              "                [12.4693530657145, 99.6399802746858],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;purple&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;purple&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_fe1f3ab565cc305722a55bab3442bfa1 = L.circleMarker(\n",
              "                [12.4878271249095, 99.6439938193403],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;purple&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;purple&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_a071b897be0c60130322fa564c2da8ea = L.circleMarker(\n",
              "                [12.5031466000128, 99.6471132532699],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;purple&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;purple&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_dd505347c02eae0c7e2d7f0c457ca13b = L.circleMarker(\n",
              "                [12.5515222941816, 99.6380297641033],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;purple&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;purple&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_8a20283677d6b8b02fdb103b694cccee = L.circleMarker(\n",
              "                [12.4762877606949, 99.5941754402108],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;purple&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;purple&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_dbae82c754c012d60408c81a1b30276f = L.circleMarker(\n",
              "                [12.4894001098248, 99.5937183691106],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;purple&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;purple&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_71bb05313dd9a767a6fb6ef43ea4ad7b = L.circleMarker(\n",
              "                [12.3974372693338, 99.5973895050767],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;purple&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;purple&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_0a75afbc58e74e22e6e6d2417ec5463d = L.circleMarker(\n",
              "                [12.4280315924342, 99.5591117777409],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;purple&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;purple&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_5286d00d1702cbc313d79653c4a6bfa2 = L.circleMarker(\n",
              "                [12.4434952312976, 99.5732724646798],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;purple&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;purple&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_e8d3fe0c12466dc43e0cfd093f5cc8cc = L.circleMarker(\n",
              "                [12.4476327111545, 99.5656609216771],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;purple&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;purple&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_d0dd174fca3ec7b94b473b0090b88bc3 = L.circleMarker(\n",
              "                [12.445060967991, 99.5485850049553],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;purple&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;purple&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_eb45ab31a999917a930347b6a2ae00af = L.circleMarker(\n",
              "                [12.4855434674846, 99.5738587170871],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;purple&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;purple&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_cd193b0b5b5444ef1b6cbcc41e0c4204 = L.circleMarker(\n",
              "                [12.5484783389293, 99.5334237435861],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;purple&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;purple&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_a8abcd7a4262dc74262dac1ed7f10097 = L.circleMarker(\n",
              "                [12.5514227965324, 99.5236707980992],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;purple&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;purple&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_a0e11ab25e9c8e51f0be0d40914468bd = L.circleMarker(\n",
              "                [12.4581577071575, 99.6669643661081],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;purple&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;purple&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_9f94dac5e162e0b30d8d35eab2102163 = L.circleMarker(\n",
              "                [12.4913651702124, 99.5049911296405],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;green&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;green&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_3f1ad6d3c45e4a14658e47305868b59e = L.circleMarker(\n",
              "                [12.4905191207722, 99.5335136961786],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;green&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;green&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_4c57a04fecc33bd9b8b6115c877e6f7c = L.circleMarker(\n",
              "                [12.4710415831471, 99.5527951462529],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;green&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;green&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_d972faf87738f279122ab5ac99fca8db = L.circleMarker(\n",
              "                [12.4653558712749, 99.5132211582976],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;green&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;green&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_26e5bd532f836d71671584c091d8ed0a = L.circleMarker(\n",
              "                [12.4195614304515, 99.5394629346017],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;green&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;green&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_db266724b151411bdb403009571c2b50 = L.circleMarker(\n",
              "                [12.4094583983103, 99.5188605106125],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;green&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;green&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_449d9351d628366823a1e776837b6b30 = L.circleMarker(\n",
              "                [12.3896024337725, 99.5001956491563],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;green&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;green&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_d9c73de9ef07024910bab8ad1edbcbf5 = L.circleMarker(\n",
              "                [12.5436319093091, 99.5067033347184],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;green&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;green&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_d73188d28f15d4e8956bb5b31dd611b3 = L.circleMarker(\n",
              "                [12.5486794216918, 99.5813181418538],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;green&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;green&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_9119ce3ffffe21ab62fb810e1e8a0238 = L.circleMarker(\n",
              "                [12.5288791136447, 99.5917417288592],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;green&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;green&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_731983ab50f52d267016fcb4a2d2ce22 = L.circleMarker(\n",
              "                [12.5062518085491, 99.6027323404019],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;green&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;green&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_6626037d84ca0768416b26d9ac7a4c5a = L.circleMarker(\n",
              "                [12.4972234191645, 99.6096125178967],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;green&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;green&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_695411e1937d43fc0b1a95bc9482fcdf = L.circleMarker(\n",
              "                [12.5217298422763, 99.6427944457832],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;green&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;green&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_c694d4222e4f8043838f27098c17a977 = L.circleMarker(\n",
              "                [12.5471941293276, 99.6119796939033],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;green&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;green&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_684bd61dfd133aab0c55f003d88f3725 = L.circleMarker(\n",
              "                [12.4082027131599, 99.6644040732694],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;green&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;green&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_1f419a4700232d383a9205997899d12b = L.circleMarker(\n",
              "                [12.4267132666862, 99.620773281785],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;green&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;green&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_c4ee6ea1cc27794bd431cbb41d5e3fb3 = L.circleMarker(\n",
              "                [12.4484769705641, 99.6198236260308],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;green&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;green&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_66c511c51cdc5d920cbe8c32d6e301c8 = L.circleMarker(\n",
              "                [12.462363601151, 99.630650472382],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;green&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;green&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_1b3a11bc4acb9899843465498e8554b6 = L.circleMarker(\n",
              "                [12.3930497250149, 99.5393330253677],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;green&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;green&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_01d556670d2eefd5a60fb46e47f73a30 = L.circleMarker(\n",
              "                [12.3900449675121, 99.609777076968],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;green&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;green&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_c8cd8e7c8df729e6d75cfc85a7ef6010 = L.circleMarker(\n",
              "                [12.4229344398266, 99.5866481658841],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;red&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;red&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_6939b43e0d77b5e645fdbaac64479330 = L.circleMarker(\n",
              "                [12.3838919736734, 99.5951189981377],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;red&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;red&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_027c22143522aac7c980fd383c5a536b = L.circleMarker(\n",
              "                [12.4376414393258, 99.5772562812787],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;red&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;red&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_5d892616ba0d69c3587f48def7a19f29 = L.circleMarker(\n",
              "                [12.4525646848379, 99.5803304197963],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;red&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;red&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_011c451ba91fee84ad78a64a7af618a3 = L.circleMarker(\n",
              "                [12.456661660507, 99.5896297100522],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;red&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;red&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_2f72ffa0d861b82b719c739be9dc6781 = L.circleMarker(\n",
              "                [12.4642474318658, 99.5853205921002],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;red&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;red&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_2669fc7863ceab85f436cf3212b8fdee = L.circleMarker(\n",
              "                [12.4831634299618, 99.5779216310631],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;red&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;red&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_13a3947655aa8de2263c70ffca18d85f = L.circleMarker(\n",
              "                [12.495152109504, 99.5793925528319],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;red&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;red&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_b8bdaf50ccd3d528eff153c5e09d8519 = L.circleMarker(\n",
              "                [12.5234320626249, 99.5575976822388],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;red&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;red&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_aa971b32fc690c96ae14660f52d8685f = L.circleMarker(\n",
              "                [12.533555912117, 99.5638543120638],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;red&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;red&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_d39e45d1e3c1f5d718afc864ef745a55 = L.circleMarker(\n",
              "                [12.5432193578126, 99.5569228515808],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;red&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;red&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_fa10df793707ee1d9b9d3f60b8b7728e = L.circleMarker(\n",
              "                [12.5435626256297, 99.5517167563123],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;red&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;red&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_afffe6466e935f40370023ceb3a856cc = L.circleMarker(\n",
              "                [12.5471002206407, 99.5477119103989],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;red&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;red&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_130a9dde9fde74830a3c0dfed580ea48 = L.circleMarker(\n",
              "                [12.5193490058175, 99.5653392783606],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;red&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;red&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_f1c23f95964bf67773b012e025bf5c86 = L.circleMarker(\n",
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              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;red&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;red&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_3a36f3577037a2c729d84e5c01ed90d7 = L.circleMarker(\n",
              "                [12.5301480389228, 99.5432980985969],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;red&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;red&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
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              "    \n",
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              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
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              "                [12.5484238265761, 99.5521428795161],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;red&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;red&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var circle_marker_ce057f2e6d6366a77ab5f646452ad043 = L.circleMarker(\n",
              "                [12.4107019741619, 99.6486860504885],\n",
              "                {&quot;bubblingMouseEvents&quot;: true, &quot;color&quot;: &quot;red&quot;, &quot;dashArray&quot;: null, &quot;dashOffset&quot;: null, &quot;fill&quot;: false, &quot;fillColor&quot;: &quot;red&quot;, &quot;fillOpacity&quot;: 0.2, &quot;fillRule&quot;: &quot;evenodd&quot;, &quot;lineCap&quot;: &quot;round&quot;, &quot;lineJoin&quot;: &quot;round&quot;, &quot;opacity&quot;: 1.0, &quot;radius&quot;: 3, &quot;stroke&quot;: true, &quot;weight&quot;: 3}\n",
              "            ).addTo(map_daa7a365ffe03ef70ae6fcdac10b87e9);\n",
              "        \n",
              "    \n",
              "            var layer_control_432867b82afbc2a39974885d467fa2ef = {\n",
              "                base_layers : {\n",
              "                    &quot;openstreetmap&quot; : tile_layer_2b76b9d27c547be0a6e3992cd822d126,\n",
              "                },\n",
              "                overlays :  {\n",
              "                    &quot;myimage_truecolor&quot; : tile_layer_4ec3c505ea65d324d8793ec7245fb82a,\n",
              "                    &quot;myimage_falsecolor&quot; : tile_layer_4497aaeb3f573a7efeb8bf10d38955dd,\n",
              "                },\n",
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              "            L.control.layers(\n",
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              "&lt;/html&gt;\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
            ]
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "(4) Let's do supervised classification ..."
      ],
      "metadata": {
        "id": "2AOxmALpGWDv"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "df = df.drop(['id'],axis=1)\n",
        "df"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 423
        },
        "id": "TnMMKjxTtYqq",
        "outputId": "03a0b5e2-69ee-4272-cf93-713d2c9f47b3"
      },
      "execution_count": 56,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "            X          Y  class\n",
              "0   99.505763  12.528545      0\n",
              "1   99.524514  12.528218      0\n",
              "2   99.532427  12.528936      0\n",
              "3   99.559481  12.548349      0\n",
              "4   99.527552  12.550599      0\n",
              "..        ...        ...    ...\n",
              "95  99.587187  12.487781      4\n",
              "96  99.543298  12.530148      4\n",
              "97  99.547958  12.529852      4\n",
              "98  99.552143  12.548424      4\n",
              "99  99.648686  12.410702      4\n",
              "\n",
              "[99 rows x 3 columns]"
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              "      <td>12.548349</td>\n",
              "      <td>0</td>\n",
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              "      <th>4</th>\n",
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              "      <th>95</th>\n",
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              "      <td>12.487781</td>\n",
              "      <td>4</td>\n",
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              "    <tr>\n",
              "      <th>96</th>\n",
              "      <td>99.543298</td>\n",
              "      <td>12.530148</td>\n",
              "      <td>4</td>\n",
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              "    <tr>\n",
              "      <th>97</th>\n",
              "      <td>99.547958</td>\n",
              "      <td>12.529852</td>\n",
              "      <td>4</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>98</th>\n",
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              "      <td>12.548424</td>\n",
              "      <td>4</td>\n",
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              "    <tr>\n",
              "      <th>99</th>\n",
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              "<p>99 rows × 3 columns</p>\n",
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              "      <script>\n",
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              "                                                     [key], {});\n",
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              "\n",
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            ]
          },
          "metadata": {},
          "execution_count": 56
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "from sklearn.model_selection import train_test_split\n",
        "\n",
        "X = df[df.columns[:2]]\n",
        "Y = df[df.columns[2]]\n",
        "\n",
        "X_train, X_test, Y_train, Y_test = train_test_split(X, Y, stratify=Y, test_size=0.70, random_state = 25)\n",
        "\n",
        "df_train = X_train.join(Y_train)\n",
        "df_test = X_test.join(Y_test)"
      ],
      "metadata": {
        "id": "EdofueECx15b"
      },
      "execution_count": 71,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "!pip install geojson"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "oOoDTthrZYS0",
        "outputId": "dcb9fdcc-3b26-4273-d6e4-5f54e0f9cf96"
      },
      "execution_count": 46,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n",
            "Collecting geojson\n",
            "  Downloading geojson-3.0.1-py3-none-any.whl (15 kB)\n",
            "Installing collected packages: geojson\n",
            "Successfully installed geojson-3.0.1\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "#Convert from pandas to featurecollection\n",
        "train_points = geemap.pandas_to_ee(df_train, latitude='Y', longitude='X')\n",
        "test_points = geemap.pandas_to_ee(df_test, latitude='Y', longitude='X')"
      ],
      "metadata": {
        "id": "uyGxDQiSSuNf"
      },
      "execution_count": 72,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "###### CLASSIFICATION #####\n",
        "\n",
        "#Choose bands\n",
        "bands = ['SR_B3','SR_B4','SR_B5','SR_B6','SR_B7']\n",
        "\n",
        "# Overlay the points on the imagery to get training.\n",
        "training = myimage.sampleRegions(\n",
        "  collection=train_points,\n",
        "  properties=['class'],\n",
        "  scale=30)\n",
        "\n",
        "# Train a RF,SVM classifier with default parameters.\n",
        "trained_RF = ee.Classifier.smileRandomForest(5).train(training, 'class', bands)\n",
        "\n",
        "# Classify the image with the same bands used for training.\n",
        "classified_RF = (myimage.select(bands)).classify(trained_RF)\n",
        "\n",
        "# Accuracy Ascessment\n",
        "testing = myimage.sampleRegions(collection=test_points, properties=['class'], scale=30) #get raster value first !!!!\n",
        "testResults_RF = (testing.classify(trained_RF)) #find answer from train actor\n",
        "testAccuracy_RF = (testResults_RF).errorMatrix('class', 'classification') \n",
        "\n",
        "print('Random Forest')\n",
        "print('Validation error matrix: ', testAccuracy_RF.getInfo())\n",
        "print('Validation error matrix')\n",
        "for line in testAccuracy_RF.getInfo() : print(line)\n",
        "print('Validation overall accuracy: ', testAccuracy_RF.accuracy().getInfo())\n"
      ],
      "metadata": {
        "id": "2CqUM33Btgrb",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "296fd631-30de-4532-ad6c-cb13e988dc63"
      },
      "execution_count": 119,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Random Forest\n",
            "Validation error matrix:  [[9, 3, 2, 0, 0], [0, 9, 1, 3, 1], [1, 0, 12, 1, 0], [0, 1, 1, 12, 0], [0, 0, 0, 0, 14]]\n",
            "Validation error matrix\n",
            "[9, 3, 2, 0, 0]\n",
            "[0, 9, 1, 3, 1]\n",
            "[1, 0, 12, 1, 0]\n",
            "[0, 1, 1, 12, 0]\n",
            "[0, 0, 0, 0, 14]\n",
            "Validation overall accuracy:  0.8\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "Creates a confusion matrix. Axis 0 (the rows) of the matrix correspond to the actual values, and Axis 1 (the columns) to the predicted values."
      ],
      "metadata": {
        "id": "73UVLjk3t5S5"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "#Visualization\n",
        "folium.Map.add_ee_layer = add_ee_layer\n",
        "c = (AOI.centroid().getInfo())['coordinates']\n",
        "map_matched = folium.Map(location=[c[1], c[0]], zoom_start=12)\n",
        "map_matched.add_ee_layer(myimage,{'min':0, 'max':0.3, 'bands':['SR_B4', 'SR_B3', 'SR_B2']},'myimage_truecolor')\n",
        "map_matched.add_ee_layer(classified_RF,{'min':0, 'max':4, 'palette':colorid},'myimage_classy_RF')\n",
        "display(map_matched.add_child(folium.LayerControl()))"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 803
        },
        "id": "Hu28BHeFwmHn",
        "outputId": "784dda52-63b5-449a-b926-b17855a199de"
      },
      "execution_count": 87,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<folium.folium.Map at 0x7f7e589c7820>"
            ],
            "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_c3cf94e76ed207a6cdffc8e0438c194e {\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_c3cf94e76ed207a6cdffc8e0438c194e&quot; &gt;&lt;/div&gt;\n",
              "        \n",
              "&lt;/body&gt;\n",
              "&lt;script&gt;\n",
              "    \n",
              "    \n",
              "            var map_c3cf94e76ed207a6cdffc8e0438c194e = L.map(\n",
              "                &quot;map_c3cf94e76ed207a6cdffc8e0438c194e&quot;,\n",
              "                {\n",
              "                    center: [12.474315658346754, 99.55440000000051],\n",
              "                    crs: L.CRS.EPSG3857,\n",
              "                    zoom: 12,\n",
              "                    zoomControl: true,\n",
              "                    preferCanvas: false,\n",
              "                }\n",
              "            );\n",
              "\n",
              "            \n",
              "\n",
              "        \n",
              "    \n",
              "            var tile_layer_78c8e38c3e3ff6749b2e8494bee1eaa2 = L.tileLayer(\n",
              "                &quot;https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png&quot;,\n",
              "                {&quot;attribution&quot;: &quot;Data by \\u0026copy; \\u003ca target=\\&quot;_blank\\&quot; href=\\&quot;http://openstreetmap.org\\&quot;\\u003eOpenStreetMap\\u003c/a\\u003e, under \\u003ca target=\\&quot;_blank\\&quot; href=\\&quot;http://www.openstreetmap.org/copyright\\&quot;\\u003eODbL\\u003c/a\\u003e.&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_c3cf94e76ed207a6cdffc8e0438c194e);\n",
              "        \n",
              "    \n",
              "            var tile_layer_7d1ce496e840d19daa374ef7ee1fc950 = L.tileLayer(\n",
              "                &quot;https://earthengine.googleapis.com/v1alpha/projects/earthengine-legacy/maps/8f25fabd6723c7bd6cb0a2797a5f4082-582e221596e3a59b4b64291373194b08/tiles/{z}/{x}/{y}&quot;,\n",
              "                {&quot;attribution&quot;: &quot;Map Data \\u0026copy; \\u003ca href=\\&quot;https://earthengine.google.com/\\&quot;\\u003eGoogle Earth Engine\\u003c/a\\u003e&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_c3cf94e76ed207a6cdffc8e0438c194e);\n",
              "        \n",
              "    \n",
              "            var tile_layer_bd0e1465e53ea3a9d444554017f6de3b = L.tileLayer(\n",
              "                &quot;https://earthengine.googleapis.com/v1alpha/projects/earthengine-legacy/maps/8d4d5ec60924e6e76e4febbab23730ec-ce8b5d1674510b03e1252112f0a9364a/tiles/{z}/{x}/{y}&quot;,\n",
              "                {&quot;attribution&quot;: &quot;Map Data \\u0026copy; \\u003ca href=\\&quot;https://earthengine.google.com/\\&quot;\\u003eGoogle Earth Engine\\u003c/a\\u003e&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_c3cf94e76ed207a6cdffc8e0438c194e);\n",
              "        \n",
              "    \n",
              "            var layer_control_440c8c06498275f45ec168f9f4f9d558 = {\n",
              "                base_layers : {\n",
              "                    &quot;openstreetmap&quot; : tile_layer_78c8e38c3e3ff6749b2e8494bee1eaa2,\n",
              "                },\n",
              "                overlays :  {\n",
              "                    &quot;myimage_truecolor&quot; : tile_layer_7d1ce496e840d19daa374ef7ee1fc950,\n",
              "                    &quot;myimage_classy_RF&quot; : tile_layer_bd0e1465e53ea3a9d444554017f6de3b,\n",
              "                },\n",
              "            };\n",
              "            L.control.layers(\n",
              "                layer_control_440c8c06498275f45ec168f9f4f9d558.base_layers,\n",
              "                layer_control_440c8c06498275f45ec168f9f4f9d558.overlays,\n",
              "                {&quot;autoZIndex&quot;: true, &quot;collapsed&quot;: true, &quot;position&quot;: &quot;topright&quot;}\n",
              "            ).addTo(map_c3cf94e76ed207a6cdffc8e0438c194e);\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>"
            ]
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "###### CLASSIFICATION #####\n",
        "\n",
        "#Choose bands\n",
        "bands = ['SR_B5','SR_B6']\n",
        "\n",
        "# Overlay the points on the imagery to get training.\n",
        "training = myimage.sampleRegions(\n",
        "  collection=train_points,\n",
        "  properties=['class'],\n",
        "  scale=10)\n",
        "\n",
        "# Train a SVM classifier\n",
        "trained_SVM = ee.Classifier.libsvm(\"Voting\",\"C_SVC\",\"SIGMOID\")\\\n",
        "                          .train(training, 'class', bands)\n",
        "\n",
        "# Classify the image \n",
        "classified_SVM = (myimage.select(bands)).classify(trained_SVM)\n",
        "\n",
        "# Accuracy Ascessment\n",
        "testing = myimage.sampleRegions(collection=test_points, properties=['class'], scale=10) #get raster value first !!!!\n",
        "testResults_SVM = (testing.classify(trained_SVM)) #find answer from train actor\n",
        "testAccuracy_SVM = (testResults_SVM).errorMatrix('class', 'classification') \n",
        "\n",
        "print('Support Vector Machine')\n",
        "print('Validation error matrix: ', testAccuracy_SVM.getInfo())\n",
        "print('Validation error matrix')\n",
        "for line in testAccuracy_SVM.getInfo() : print(line)\n",
        "print('Validation overall accuracy: ', testAccuracy_SVM.accuracy().getInfo())\n",
        "\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "Dm3d8yUKwQId",
        "outputId": "124d564b-49f8-4b25-d666-236649cbb1d7"
      },
      "execution_count": 113,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Support Vector Machine\n",
            "Validation error matrix:  [[12, 1, 0, 1, 0], [0, 14, 0, 0, 0], [0, 2, 12, 0, 0], [3, 6, 0, 5, 0], [0, 14, 0, 0, 0]]\n",
            "Validation error matrix\n",
            "[12, 1, 0, 1, 0]\n",
            "[0, 14, 0, 0, 0]\n",
            "[0, 2, 12, 0, 0]\n",
            "[3, 6, 0, 5, 0]\n",
            "[0, 14, 0, 0, 0]\n",
            "Validation overall accuracy:  0.6142857142857143\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "#Visualization\n",
        "folium.Map.add_ee_layer = add_ee_layer\n",
        "c = (AOI.centroid().getInfo())['coordinates']\n",
        "map_matched = folium.Map(location=[c[1], c[0]], zoom_start=12)\n",
        "map_matched.add_ee_layer(myimage,{'min':0, 'max':0.3, 'bands':['SR_B4', 'SR_B3', 'SR_B2']},'myimage_truecolor')\n",
        "map_matched.add_ee_layer(classified_RF,{'min':0, 'max':4, 'palette':colorid},'myimage_classy_RF')\n",
        "map_matched.add_ee_layer(classified_SVM,{'min':0, 'max':4, 'palette':colorid},'myimage_classy_SVM')\n",
        "display(map_matched.add_child(folium.LayerControl()))"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 803
        },
        "id": "sT60YPinxGL2",
        "outputId": "ad768ab2-39a8-454c-96e4-18128f195041"
      },
      "execution_count": 105,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<folium.folium.Map at 0x7f7e56c18850>"
            ],
            "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_78676ff4fb790e4f67b5bd122d07c8af {\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_78676ff4fb790e4f67b5bd122d07c8af&quot; &gt;&lt;/div&gt;\n",
              "        \n",
              "&lt;/body&gt;\n",
              "&lt;script&gt;\n",
              "    \n",
              "    \n",
              "            var map_78676ff4fb790e4f67b5bd122d07c8af = L.map(\n",
              "                &quot;map_78676ff4fb790e4f67b5bd122d07c8af&quot;,\n",
              "                {\n",
              "                    center: [12.474315658346754, 99.55440000000051],\n",
              "                    crs: L.CRS.EPSG3857,\n",
              "                    zoom: 12,\n",
              "                    zoomControl: true,\n",
              "                    preferCanvas: false,\n",
              "                }\n",
              "            );\n",
              "\n",
              "            \n",
              "\n",
              "        \n",
              "    \n",
              "            var tile_layer_19ea68a512a1296ded326dab2122dd92 = L.tileLayer(\n",
              "                &quot;https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png&quot;,\n",
              "                {&quot;attribution&quot;: &quot;Data by \\u0026copy; \\u003ca target=\\&quot;_blank\\&quot; href=\\&quot;http://openstreetmap.org\\&quot;\\u003eOpenStreetMap\\u003c/a\\u003e, under \\u003ca target=\\&quot;_blank\\&quot; href=\\&quot;http://www.openstreetmap.org/copyright\\&quot;\\u003eODbL\\u003c/a\\u003e.&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_78676ff4fb790e4f67b5bd122d07c8af);\n",
              "        \n",
              "    \n",
              "            var tile_layer_ede61d10c60b72bd03afdb1d6d5a0ea7 = L.tileLayer(\n",
              "                &quot;https://earthengine.googleapis.com/v1alpha/projects/earthengine-legacy/maps/8f25fabd6723c7bd6cb0a2797a5f4082-b4a3072f5294f87ae74636b9b723f556/tiles/{z}/{x}/{y}&quot;,\n",
              "                {&quot;attribution&quot;: &quot;Map Data \\u0026copy; \\u003ca href=\\&quot;https://earthengine.google.com/\\&quot;\\u003eGoogle Earth Engine\\u003c/a\\u003e&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_78676ff4fb790e4f67b5bd122d07c8af);\n",
              "        \n",
              "    \n",
              "            var tile_layer_e6286851c6d8a8e69c56142db8437b02 = L.tileLayer(\n",
              "                &quot;https://earthengine.googleapis.com/v1alpha/projects/earthengine-legacy/maps/8d4d5ec60924e6e76e4febbab23730ec-a28e1440431b379c2d698e1d602f5fea/tiles/{z}/{x}/{y}&quot;,\n",
              "                {&quot;attribution&quot;: &quot;Map Data \\u0026copy; \\u003ca href=\\&quot;https://earthengine.google.com/\\&quot;\\u003eGoogle Earth Engine\\u003c/a\\u003e&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_78676ff4fb790e4f67b5bd122d07c8af);\n",
              "        \n",
              "    \n",
              "            var tile_layer_a4d113ca8a5c0c215f757a1e029477f6 = L.tileLayer(\n",
              "                &quot;https://earthengine.googleapis.com/v1alpha/projects/earthengine-legacy/maps/adcba6f478c341946f5a00b85c15ed7f-dfc6d7d075b799cdce710992e276dec1/tiles/{z}/{x}/{y}&quot;,\n",
              "                {&quot;attribution&quot;: &quot;Map Data \\u0026copy; \\u003ca href=\\&quot;https://earthengine.google.com/\\&quot;\\u003eGoogle Earth Engine\\u003c/a\\u003e&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_78676ff4fb790e4f67b5bd122d07c8af);\n",
              "        \n",
              "    \n",
              "            var layer_control_3102c86aca4f28b7d7f3906faa55319a = {\n",
              "                base_layers : {\n",
              "                    &quot;openstreetmap&quot; : tile_layer_19ea68a512a1296ded326dab2122dd92,\n",
              "                },\n",
              "                overlays :  {\n",
              "                    &quot;myimage_truecolor&quot; : tile_layer_ede61d10c60b72bd03afdb1d6d5a0ea7,\n",
              "                    &quot;myimage_classy_RF&quot; : tile_layer_e6286851c6d8a8e69c56142db8437b02,\n",
              "                    &quot;myimage_classy_SVM&quot; : tile_layer_a4d113ca8a5c0c215f757a1e029477f6,\n",
              "                },\n",
              "            };\n",
              "            L.control.layers(\n",
              "                layer_control_3102c86aca4f28b7d7f3906faa55319a.base_layers,\n",
              "                layer_control_3102c86aca4f28b7d7f3906faa55319a.overlays,\n",
              "                {&quot;autoZIndex&quot;: true, &quot;collapsed&quot;: true, &quot;position&quot;: &quot;topright&quot;}\n",
              "            ).addTo(map_78676ff4fb790e4f67b5bd122d07c8af);\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>"
            ]
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "###### CLASSIFICATION #####\n",
        "\n",
        "#Choose bands\n",
        "bands = ['SR_B3','SR_B4','SR_B5','SR_B6','SR_B7']\n",
        "\n",
        "# Overlay the points on the imagery to get training.\n",
        "training = myimage.sampleRegions(\n",
        "  collection=train_points,\n",
        "  properties=['class'],\n",
        "  scale=10)\n",
        "\n",
        "# Train a SVM classifier\n",
        "trained_C = ee.Classifier.smileCart().train(training, 'class', bands)\n",
        "\n",
        "# Classify the image \n",
        "classified_C = (myimage.select(bands)).classify(trained_C)\n",
        "\n",
        "# Accuracy Ascessment\n",
        "testing = myimage.sampleRegions(collection=test_points, properties=['class'], scale=10) #get raster value first !!!!\n",
        "testResults_C = (testing.classify(trained_C)) #find answer from train actor\n",
        "testAccuracy_C = (testResults_C).errorMatrix('class', 'classification') \n",
        "\n",
        "print('CART')\n",
        "print('Validation error matrix: ', testAccuracy_C.getInfo())\n",
        "print('Validation error matrix')\n",
        "for line in testAccuracy_C.getInfo() : print(line)\n",
        "print('Validation overall accuracy: ', testAccuracy_C.accuracy().getInfo())\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "iIiqdcELzeYm",
        "outputId": "1e9d1c83-5542-4f73-af9f-c22d84615fad"
      },
      "execution_count": 114,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "CART\n",
            "Validation error matrix:  [[12, 0, 1, 0, 1], [0, 10, 0, 3, 1], [0, 0, 13, 1, 0], [2, 2, 0, 10, 0], [0, 0, 2, 0, 12]]\n",
            "Validation error matrix\n",
            "[12, 0, 1, 0, 1]\n",
            "[0, 10, 0, 3, 1]\n",
            "[0, 0, 13, 1, 0]\n",
            "[2, 2, 0, 10, 0]\n",
            "[0, 0, 2, 0, 12]\n",
            "Validation overall accuracy:  0.8142857142857143\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "#Visualization\n",
        "folium.Map.add_ee_layer = add_ee_layer\n",
        "c = (AOI.centroid().getInfo())['coordinates']\n",
        "map_matched = folium.Map(location=[c[1], c[0]], zoom_start=12)\n",
        "map_matched.add_ee_layer(myimage,{'min':0, 'max':0.3, 'bands':['SR_B4', 'SR_B3', 'SR_B2']},'myimage_truecolor')\n",
        "map_matched.add_ee_layer(classified_RF,{'min':0, 'max':4, 'palette':colorid},'myimage_classy_RF')\n",
        "map_matched.add_ee_layer(classified_C,{'min':0, 'max':4, 'palette':colorid},'myimage_classy_CART')\n",
        "display(map_matched.add_child(folium.LayerControl()))"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 803
        },
        "id": "kXpEMxdA0MVL",
        "outputId": "ebe8a9e3-977c-4ea2-b0b3-9ed9c2b6f3ab"
      },
      "execution_count": 117,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<folium.folium.Map at 0x7f7e56c152d0>"
            ],
            "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_43628edcf2773264bd7265eaa4d4f337 {\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_43628edcf2773264bd7265eaa4d4f337&quot; &gt;&lt;/div&gt;\n",
              "        \n",
              "&lt;/body&gt;\n",
              "&lt;script&gt;\n",
              "    \n",
              "    \n",
              "            var map_43628edcf2773264bd7265eaa4d4f337 = L.map(\n",
              "                &quot;map_43628edcf2773264bd7265eaa4d4f337&quot;,\n",
              "                {\n",
              "                    center: [12.474315658346754, 99.55440000000051],\n",
              "                    crs: L.CRS.EPSG3857,\n",
              "                    zoom: 12,\n",
              "                    zoomControl: true,\n",
              "                    preferCanvas: false,\n",
              "                }\n",
              "            );\n",
              "\n",
              "            \n",
              "\n",
              "        \n",
              "    \n",
              "            var tile_layer_4dea9deee2487993d189326805a57b18 = L.tileLayer(\n",
              "                &quot;https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png&quot;,\n",
              "                {&quot;attribution&quot;: &quot;Data by \\u0026copy; \\u003ca target=\\&quot;_blank\\&quot; href=\\&quot;http://openstreetmap.org\\&quot;\\u003eOpenStreetMap\\u003c/a\\u003e, under \\u003ca target=\\&quot;_blank\\&quot; href=\\&quot;http://www.openstreetmap.org/copyright\\&quot;\\u003eODbL\\u003c/a\\u003e.&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_43628edcf2773264bd7265eaa4d4f337);\n",
              "        \n",
              "    \n",
              "            var tile_layer_441d9321f0eb09f8a14c68f03c9021fd = L.tileLayer(\n",
              "                &quot;https://earthengine.googleapis.com/v1alpha/projects/earthengine-legacy/maps/8f25fabd6723c7bd6cb0a2797a5f4082-126e5b41789effaca7bb7994b4b966d6/tiles/{z}/{x}/{y}&quot;,\n",
              "                {&quot;attribution&quot;: &quot;Map Data \\u0026copy; \\u003ca href=\\&quot;https://earthengine.google.com/\\&quot;\\u003eGoogle Earth Engine\\u003c/a\\u003e&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_43628edcf2773264bd7265eaa4d4f337);\n",
              "        \n",
              "    \n",
              "            var tile_layer_1aaaa26714da7bb4b39501ed125d32d7 = L.tileLayer(\n",
              "                &quot;https://earthengine.googleapis.com/v1alpha/projects/earthengine-legacy/maps/8d4d5ec60924e6e76e4febbab23730ec-239ff2d62584c855a2635ec5848b5cdf/tiles/{z}/{x}/{y}&quot;,\n",
              "                {&quot;attribution&quot;: &quot;Map Data \\u0026copy; \\u003ca href=\\&quot;https://earthengine.google.com/\\&quot;\\u003eGoogle Earth Engine\\u003c/a\\u003e&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_43628edcf2773264bd7265eaa4d4f337);\n",
              "        \n",
              "    \n",
              "            var tile_layer_a1a284a6bc0791753aa2ecfc8e14ceab = L.tileLayer(\n",
              "                &quot;https://earthengine.googleapis.com/v1alpha/projects/earthengine-legacy/maps/0f8af474d9b6f5dcedef0b0330cf4bd1-3944d48c16e3097c175440b3ab3cfc7a/tiles/{z}/{x}/{y}&quot;,\n",
              "                {&quot;attribution&quot;: &quot;Map Data \\u0026copy; \\u003ca href=\\&quot;https://earthengine.google.com/\\&quot;\\u003eGoogle Earth Engine\\u003c/a\\u003e&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_43628edcf2773264bd7265eaa4d4f337);\n",
              "        \n",
              "    \n",
              "            var layer_control_030765d3043ede8c888605bb131c0d23 = {\n",
              "                base_layers : {\n",
              "                    &quot;openstreetmap&quot; : tile_layer_4dea9deee2487993d189326805a57b18,\n",
              "                },\n",
              "                overlays :  {\n",
              "                    &quot;myimage_truecolor&quot; : tile_layer_441d9321f0eb09f8a14c68f03c9021fd,\n",
              "                    &quot;myimage_classy_RF&quot; : tile_layer_1aaaa26714da7bb4b39501ed125d32d7,\n",
              "                    &quot;myimage_classy_CART&quot; : tile_layer_a1a284a6bc0791753aa2ecfc8e14ceab,\n",
              "                },\n",
              "            };\n",
              "            L.control.layers(\n",
              "                layer_control_030765d3043ede8c888605bb131c0d23.base_layers,\n",
              "                layer_control_030765d3043ede8c888605bb131c0d23.overlays,\n",
              "                {&quot;autoZIndex&quot;: true, &quot;collapsed&quot;: true, &quot;position&quot;: &quot;topright&quot;}\n",
              "            ).addTo(map_43628edcf2773264bd7265eaa4d4f337);\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>"
            ]
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "# **THE END**\n",
        "\n",
        "31 Mar 2022 .... Thepchai Srinoi\n",
        "\n",
        "Update for LDD Training 6 May 2023 ... Thepchai Srinoi"
      ],
      "metadata": {
        "id": "z24uqt49FcWA"
      }
    }
  ]
}