{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Example of DOV search methods for soil data (bodemgegevens)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/DOV-Vlaanderen/pydov/master?filepath=docs%2Fnotebooks%2Fsearch_bodem.ipynb)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Use cases explained below\n",
    "* Introduction to the bodem-objects\n",
    "* Get bodemsites in a bounding box\n",
    "* Get bodemlocaties with specific properties\n",
    "* Get all direct and indirect bodemobservaties linked to a bodemlocatie\n",
    "* Find all bodemlocaties where observations exist for organic carbon percentage in Geraardsbergen between 0 and 30 cm deep\n",
    "* Find Aardewerk soil locations"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "%matplotlib inline\n",
    "\n",
    "import inspect, sys\n",
    "import warnings; warnings.simplefilter('ignore')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "\n",
    "# check pydov path\n",
    "import pydov"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Get information about the datatype 'Bodemlocatie'"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Other datatypes are also possible:\n",
    "* Bodemsite: BodemsiteSearch\n",
    "* Bodemobservatie: BodemobservatieSearch"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "from pydov.search.bodemlocatie import BodemlocatieSearch\n",
    "bodemlocatie = BodemlocatieSearch()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "A description is provided for the 'Bodemlocatie' datatype:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "\"Een bodemlocatie is ofwel een profielput of een boring. Een boring is altijd één puntlocatie (x,y,z) en een profielput heeft minimum één en maximum twee puntlocaties (begin- en eindpunt van de profielput). \\r\\nEen profielput is een uitgegraven put in de bodem waarin profielbeschrijvingen, monsternames of bodemobservaties worden uitgevoerd. Een profielbeschrijving is een waarneming van bodemhorizonten en/of bodemlagen in een uitgegraven profielput. Een bodemhorizont is een visueel te onderscheiden deel van de bodem dat ontstaan is door omzetting van het moedermateriaal door pedogenetische processen of door het afzetten van organisch materiaal. Een bodemhorizont heeft voor de meeste bodemvariabelen homogene morfologische en analytische karakteristieken. Een bodemlaag daarentegen is ontstaan door niet-pedogenetische processen. Aan de hand van een profielput krijg je een beeld van de bodemkundige opbouw.\\r\\nEen boring is het resultaat van het boren in de ondergrond met verwijdering van bodem door middel van een gereedschap in de vorm van een holle buis. Aan de hand van dit opgeboorde bodemmateriaal worden bodembeschrijvingen, bodemobservaties en monsternames uitgevoerd.\\r\\nDe bodemlocaties uit de 'Aardewerk-Vlaanderen-2010' databank worden afzonderlijk ontsloten in de datasets 'Bodemprofielen kartering Belgische bodemkaart' en 'Oppervlaktemonsters kartering Belgische bodemkaart'.\""
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "bodemlocatie.get_description()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The different fields that are available for objects of the 'Bodemlocatie' datatype can be requested with the get_fields() method:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "naam\n",
      "pkey_bodemlocatie\n",
      "type\n",
      "rapport_bodemlocatie\n",
      "profielbeschrijving\n",
      "waarnemingsdatum\n",
      "doel\n",
      "x\n",
      "y\n",
      "mv_mtaw\n",
      "Auteurs\n",
      "Aantal_classificaties\n",
      "Aantal_opbouwen\n",
      "erfgoed\n",
      "Aantal_observaties\n",
      "Aantal_monsters\n",
      "bodemstreek\n",
      "Bodemsite\n",
      "pkey_bodemsite\n",
      "Opdrachten\n",
      "eerste_invoer\n",
      "geom\n",
      "invoerdatum\n",
      "educatieve_waarde\n"
     ]
    }
   ],
   "source": [
    "fields = bodemlocatie.get_fields()\n",
    "\n",
    "# print available fields\n",
    "for f in fields.values():\n",
    "    print(f['name'])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Alternatively, you can list all the fields and their details by inspecting the `get_fields()` output or the search instance itself in a notebook:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
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       "                    pydov.search.bodemlocatie.BodemlocatieSearch\n",
       "                </div>\n",
       "            <div class=\"description\"><p>Een bodemlocatie is ofwel een profielput of een boring. Een boring is altijd één puntlocatie (x,y,z) en een profielput heeft minimum één en maximum twee puntlocaties (begin- en eindpunt van de profielput). \r\n",
       "Een profielput is een uitgegraven put in de bodem waarin profielbeschrijvingen, monsternames of bodemobservaties worden uitgevoerd. Een profielbeschrijving is een waarneming van bodemhorizonten en/of bodemlagen in een uitgegraven profielput. Een bodemhorizont is een visueel te onderscheiden deel van de bodem dat ontstaan is door omzetting van het moedermateriaal door pedogenetische processen of door het afzetten van organisch materiaal. Een bodemhorizont heeft voor de meeste bodemvariabelen homogene morfologische en analytische karakteristieken. Een bodemlaag daarentegen is ontstaan door niet-pedogenetische processen. Aan de hand van een profielput krijg je een beeld van de bodemkundige opbouw.\r\n",
       "Een boring is het resultaat van het boren in de ondergrond met verwijdering van bodem door middel van een gereedschap in de vorm van een holle buis. Aan de hand van dit opgeboorde bodemmateriaal worden bodembeschrijvingen, bodemobservaties en monsternames uitgevoerd.\r\n",
       "De bodemlocaties uit de 'Aardewerk-Vlaanderen-2010' databank worden afzonderlijk ontsloten in de datasets 'Bodemprofielen kartering Belgische bodemkaart' en 'Oppervlaktemonsters kartering Belgische bodemkaart'.</p></div><div class=\"fields\"><div>\n",
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       "            <div class=\"pydov\">\n",
       "        <p><b>naam</b> - De unieke naam van de bodemlocatie.</p><ul><li>type: <span class=\"code small\">string</span></li><li>notnull: <span class=\"code small\">False</span></li><li>query: <span class=\"code small\">True</span></li><li>cost: <span class=\"code small\">1</span></li><li>multivalue: <span class=\"code small\">False</span></li></ul>\n",
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       "            <div class=\"pydov\">\n",
       "        <p><b>pkey_bodemlocatie</b> - Permanente URL die verwijst naar de gegevens van de bodemlocatie op de website.</p><ul><li>type: <span class=\"code small\">string</span></li><li>notnull: <span class=\"code small\">False</span></li><li>query: <span class=\"code small\">True</span></li><li>cost: <span class=\"code small\">1</span></li><li>multivalue: <span class=\"code small\">False</span></li></ul>\n",
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       "            <div class=\"pydov\">\n",
       "        <p><b>type</b> - Het type van de bodemlocatie: boring of profielput.</p><ul><li>type: <span class=\"code small\">string</span></li><li>notnull: <span class=\"code small\">False</span></li><li>query: <span class=\"code small\">True</span></li><li>cost: <span class=\"code small\">1</span></li><li>multivalue: <span class=\"code small\">False</span></li><li>codelist:</li>\n",
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       "        \n",
       "                <div class=\"classname code\">\n",
       "                    pydov.util.codelists.FeatureCatalogueValues\n",
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       "        <p><b>boring</b> - boring - <i>Een boring is het resultaat van het boren in de ondergrond met verwijdering van bodem door middel van een gereedschap in de vorm van een holle buis. Aan de hand van dit opgeboorde bodemmateriaal worden bodembeschrijvingen, bodemobservaties en monsternames uitgevoerd.</i></p>\n",
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       "            <div class=\"pydov\">\n",
       "        <p><b>profielput</b> - profielput - <i>Een profielput is een uitgegraven put in de bodem waarin profielbeschrijvingen, monsternames of bodemobservaties worden uitgevoerd. Een profielbeschrijving is een waarneming van bodemhorizonten en/of bodemlagen in een uitgegraven profielput. Een bodemhorizont is een visueel te onderscheiden deel van de bodem dat ontstaan is door omzetting van het moedermateriaal door pedogenetische processen of door het afzetten van organisch materiaal. Een bodemhorizont heeft voor de meeste bodemvariabelen homogene morfologische en analytische karakteristieken. Een bodemlaag daarentegen is ontstaan door niet-pedogenetische processen. Aan de hand van een profielput krijg je een beeld van de bodemkundige opbouw.</i></p>\n",
       "            </div>\n",
       "        \n",
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       "        </ul>\n",
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       "            <div class=\"pydov\">\n",
       "        <p><b>rapport_bodemlocatie</b> - URL die verwijst naar een volledig rapport van de bodemlocatie in PDF formaat.</p><ul><li>type: <span class=\"code small\">string</span></li><li>notnull: <span class=\"code small\">False</span></li><li>query: <span class=\"code small\">True</span></li><li>cost: <span class=\"code small\">1</span></li><li>multivalue: <span class=\"code small\">False</span></li></ul>\n",
       "            </div>\n",
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       "                div.pydov {\n",
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       "\n",
       "                .small {\n",
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       "                }\n",
       "            </style>\n",
       "            <div class=\"pydov\">\n",
       "        <p><b>profielbeschrijving</b> - URL die verwijst naar de profielbeschrijving van de bodemlocatie in PDF formaat.</p><ul><li>type: <span class=\"code small\">string</span></li><li>notnull: <span class=\"code small\">False</span></li><li>query: <span class=\"code small\">True</span></li><li>cost: <span class=\"code small\">1</span></li><li>multivalue: <span class=\"code small\">False</span></li></ul>\n",
       "            </div>\n",
       "        \n",
       "            <style type=\"text/css\">\n",
       "                div.pydov {\n",
       "                    background-color: rgba(170,170,170,0.05);\n",
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       "                }\n",
       "\n",
       "                .code {\n",
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       "\n",
       "                .small {\n",
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       "                }\n",
       "            </style>\n",
       "            <div class=\"pydov\">\n",
       "        <p><b>waarnemingsdatum</b> - De datum waarop de bodemlocatie bestudeerd en geobserveerd werd.</p><ul><li>type: <span class=\"code small\">date</span></li><li>notnull: <span class=\"code small\">False</span></li><li>query: <span class=\"code small\">True</span></li><li>cost: <span class=\"code small\">1</span></li><li>multivalue: <span class=\"code small\">False</span></li></ul>\n",
       "            </div>\n",
       "        \n",
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       "                div.pydov {\n",
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       "                    border-radius: 10px;\n",
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       "                }\n",
       "\n",
       "                .code {\n",
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       "                }\n",
       "\n",
       "                .small {\n",
       "                    font-size: 0.8rem;\n",
       "                }\n",
       "            </style>\n",
       "            <div class=\"pydov\">\n",
       "        <p><b>doel</b> - Het doel van de bodemlocatie: bodemkundige opbouw, infrastructuurwerken, ruilverkaveling, archeologische opgraving, bodemobservaties, ...</p><ul><li>type: <span class=\"code small\">string</span></li><li>notnull: <span class=\"code small\">False</span></li><li>query: <span class=\"code small\">True</span></li><li>cost: <span class=\"code small\">1</span></li><li>multivalue: <span class=\"code small\">False</span></li></ul>\n",
       "            </div>\n",
       "        \n",
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       "                div.pydov {\n",
       "                    background-color: rgba(170,170,170,0.05);\n",
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       "        <p><b>x</b> - De x-coördinaat van (het startpunt van) de bodemlocatie in het Lambert72 coördinaatsysteem (in meter, EPSG:31370).</p><ul><li>type: <span class=\"code small\">float</span></li><li>notnull: <span class=\"code small\">False</span></li><li>query: <span class=\"code small\">True</span></li><li>cost: <span class=\"code small\">1</span></li><li>multivalue: <span class=\"code small\">False</span></li></ul>\n",
       "            </div>\n",
       "        \n",
       "            <style type=\"text/css\">\n",
       "                div.pydov {\n",
       "                    background-color: rgba(170,170,170,0.05);\n",
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       "        <p><b>y</b> - De y-coördinaat van (het startpunt van) de bodemlocatie in het Lambert72 coördinaatsysteem (in meter, EPSG:31370).</p><ul><li>type: <span class=\"code small\">float</span></li><li>notnull: <span class=\"code small\">False</span></li><li>query: <span class=\"code small\">True</span></li><li>cost: <span class=\"code small\">1</span></li><li>multivalue: <span class=\"code small\">False</span></li></ul>\n",
       "            </div>\n",
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       "                div.pydov {\n",
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       "                    overflow: auto;\n",
       "                }\n",
       "\n",
       "                .code {\n",
       "                    font-family: monospace;\n",
       "                }\n",
       "\n",
       "                .small {\n",
       "                    font-size: 0.8rem;\n",
       "                }\n",
       "            </style>\n",
       "            <div class=\"pydov\">\n",
       "        <p><b>mv_mtaw</b> - De hoogte van het maaiveld van (het startpunt van) de bodemlocatie in het TAW stelsel (in meter).</p><ul><li>type: <span class=\"code small\">float</span></li><li>notnull: <span class=\"code small\">False</span></li><li>query: <span class=\"code small\">True</span></li><li>cost: <span class=\"code small\">1</span></li><li>multivalue: <span class=\"code small\">False</span></li></ul>\n",
       "            </div>\n",
       "        \n",
       "            <style type=\"text/css\">\n",
       "                div.pydov {\n",
       "                    background-color: rgba(170,170,170,0.05);\n",
       "                    padding: 10px;\n",
       "                    padding-left: 20px;\n",
       "                    border-left: 1px solid #fee439;\n",
       "                    border-radius: 10px;\n",
       "                    margin: 10px 0;\n",
       "                    max-height: 50vh;\n",
       "                    overflow: auto;\n",
       "                }\n",
       "\n",
       "                .code {\n",
       "                    font-family: monospace;\n",
       "                }\n",
       "\n",
       "                .small {\n",
       "                    font-size: 0.8rem;\n",
       "                }\n",
       "            </style>\n",
       "            <div class=\"pydov\">\n",
       "        <p><b>Auteurs</b> - De auteur die de bodemlocatie bestudeerd en/of geobserveerd heeft.</p><ul><li>type: <span class=\"code small\">string</span></li><li>notnull: <span class=\"code small\">False</span></li><li>query: <span class=\"code small\">True</span></li><li>cost: <span class=\"code small\">1</span></li><li>multivalue: <span class=\"code small\">False</span></li></ul>\n",
       "            </div>\n",
       "        \n",
       "            <style type=\"text/css\">\n",
       "                div.pydov {\n",
       "                    background-color: rgba(170,170,170,0.05);\n",
       "                    padding: 10px;\n",
       "                    padding-left: 20px;\n",
       "                    border-left: 1px solid #fee439;\n",
       "                    border-radius: 10px;\n",
       "                    margin: 10px 0;\n",
       "                    max-height: 50vh;\n",
       "                    overflow: auto;\n",
       "                }\n",
       "\n",
       "                .code {\n",
       "                    font-family: monospace;\n",
       "                }\n",
       "\n",
       "                .small {\n",
       "                    font-size: 0.8rem;\n",
       "                }\n",
       "            </style>\n",
       "            <div class=\"pydov\">\n",
       "        <p><b>Aantal_classificaties</b> - Het aantal classficiaties aan een bodemlocatie. Er kunnen verschillende types classificaties aan een bodemlocatie worden gehangen: Belgische classificatie, WRB classificatie, ...</p><ul><li>type: <span class=\"code small\">integer</span></li><li>notnull: <span class=\"code small\">True</span></li><li>query: <span class=\"code small\">True</span></li><li>cost: <span class=\"code small\">1</span></li><li>multivalue: <span class=\"code small\">False</span></li></ul>\n",
       "            </div>\n",
       "        \n",
       "            <style type=\"text/css\">\n",
       "                div.pydov {\n",
       "                    background-color: rgba(170,170,170,0.05);\n",
       "                    padding: 10px;\n",
       "                    padding-left: 20px;\n",
       "                    border-left: 1px solid #fee439;\n",
       "                    border-radius: 10px;\n",
       "                    margin: 10px 0;\n",
       "                    max-height: 50vh;\n",
       "                    overflow: auto;\n",
       "                }\n",
       "\n",
       "                .code {\n",
       "                    font-family: monospace;\n",
       "                }\n",
       "\n",
       "                .small {\n",
       "                    font-size: 0.8rem;\n",
       "                }\n",
       "            </style>\n",
       "            <div class=\"pydov\">\n",
       "        <p><b>Aantal_opbouwen</b> - Geeft aan hoeveel verschillende types bodemkundige opbouw beschikbaar zijn voor deze bodemlocatie (van 0 t.e.m. 3): algemeen, technisch en/of WRB diagnostisch.</p><ul><li>type: <span class=\"code small\">integer</span></li><li>notnull: <span class=\"code small\">True</span></li><li>query: <span class=\"code small\">True</span></li><li>cost: <span class=\"code small\">1</span></li><li>multivalue: <span class=\"code small\">False</span></li></ul>\n",
       "            </div>\n",
       "        \n",
       "            <style type=\"text/css\">\n",
       "                div.pydov {\n",
       "                    background-color: rgba(170,170,170,0.05);\n",
       "                    padding: 10px;\n",
       "                    padding-left: 20px;\n",
       "                    border-left: 1px solid #fee439;\n",
       "                    border-radius: 10px;\n",
       "                    margin: 10px 0;\n",
       "                    max-height: 50vh;\n",
       "                    overflow: auto;\n",
       "                }\n",
       "\n",
       "                .code {\n",
       "                    font-family: monospace;\n",
       "                }\n",
       "\n",
       "                .small {\n",
       "                    font-size: 0.8rem;\n",
       "                }\n",
       "            </style>\n",
       "            <div class=\"pydov\">\n",
       "        <p><b>erfgoed</b> - Of de bodemlocatie gekend is als bodemkundig erfgoed, om één of meerdere redenen.</p><ul><li>type: <span class=\"code small\">boolean</span></li><li>notnull: <span class=\"code small\">True</span></li><li>query: <span class=\"code small\">True</span></li><li>cost: <span class=\"code small\">1</span></li><li>multivalue: <span class=\"code small\">False</span></li></ul>\n",
       "            </div>\n",
       "        \n",
       "            <style type=\"text/css\">\n",
       "                div.pydov {\n",
       "                    background-color: rgba(170,170,170,0.05);\n",
       "                    padding: 10px;\n",
       "                    padding-left: 20px;\n",
       "                    border-left: 1px solid #fee439;\n",
       "                    border-radius: 10px;\n",
       "                    margin: 10px 0;\n",
       "                    max-height: 50vh;\n",
       "                    overflow: auto;\n",
       "                }\n",
       "\n",
       "                .code {\n",
       "                    font-family: monospace;\n",
       "                }\n",
       "\n",
       "                .small {\n",
       "                    font-size: 0.8rem;\n",
       "                }\n",
       "            </style>\n",
       "            <div class=\"pydov\">\n",
       "        <p><b>Aantal_observaties</b> - Het aantal observaties dat aan de bodemlocatie gekoppeld is.</p><ul><li>type: <span class=\"code small\">integer</span></li><li>notnull: <span class=\"code small\">False</span></li><li>query: <span class=\"code small\">True</span></li><li>cost: <span class=\"code small\">1</span></li><li>multivalue: <span class=\"code small\">False</span></li></ul>\n",
       "            </div>\n",
       "        \n",
       "            <style type=\"text/css\">\n",
       "                div.pydov {\n",
       "                    background-color: rgba(170,170,170,0.05);\n",
       "                    padding: 10px;\n",
       "                    padding-left: 20px;\n",
       "                    border-left: 1px solid #fee439;\n",
       "                    border-radius: 10px;\n",
       "                    margin: 10px 0;\n",
       "                    max-height: 50vh;\n",
       "                    overflow: auto;\n",
       "                }\n",
       "\n",
       "                .code {\n",
       "                    font-family: monospace;\n",
       "                }\n",
       "\n",
       "                .small {\n",
       "                    font-size: 0.8rem;\n",
       "                }\n",
       "            </style>\n",
       "            <div class=\"pydov\">\n",
       "        <p><b>Aantal_monsters</b> - Het aantal monsters dat aan de bodemlocatie gekoppeld is.</p><ul><li>type: <span class=\"code small\">integer</span></li><li>notnull: <span class=\"code small\">True</span></li><li>query: <span class=\"code small\">True</span></li><li>cost: <span class=\"code small\">1</span></li><li>multivalue: <span class=\"code small\">False</span></li></ul>\n",
       "            </div>\n",
       "        \n",
       "            <style type=\"text/css\">\n",
       "                div.pydov {\n",
       "                    background-color: rgba(170,170,170,0.05);\n",
       "                    padding: 10px;\n",
       "                    padding-left: 20px;\n",
       "                    border-left: 1px solid #fee439;\n",
       "                    border-radius: 10px;\n",
       "                    margin: 10px 0;\n",
       "                    max-height: 50vh;\n",
       "                    overflow: auto;\n",
       "                }\n",
       "\n",
       "                .code {\n",
       "                    font-family: monospace;\n",
       "                }\n",
       "\n",
       "                .small {\n",
       "                    font-size: 0.8rem;\n",
       "                }\n",
       "            </style>\n",
       "            <div class=\"pydov\">\n",
       "        <p><b>bodemstreek</b> - De bodemstreek waarin deze bodemlocatie gelegen is volgens de Digitale Bodemkaart van het Vlaamse Gewest.</p><ul><li>type: <span class=\"code small\">string</span></li><li>notnull: <span class=\"code small\">True</span></li><li>query: <span class=\"code small\">True</span></li><li>cost: <span class=\"code small\">1</span></li><li>multivalue: <span class=\"code small\">False</span></li></ul>\n",
       "            </div>\n",
       "        \n",
       "            <style type=\"text/css\">\n",
       "                div.pydov {\n",
       "                    background-color: rgba(170,170,170,0.05);\n",
       "                    padding: 10px;\n",
       "                    padding-left: 20px;\n",
       "                    border-left: 1px solid #fee439;\n",
       "                    border-radius: 10px;\n",
       "                    margin: 10px 0;\n",
       "                    max-height: 50vh;\n",
       "                    overflow: auto;\n",
       "                }\n",
       "\n",
       "                .code {\n",
       "                    font-family: monospace;\n",
       "                }\n",
       "\n",
       "                .small {\n",
       "                    font-size: 0.8rem;\n",
       "                }\n",
       "            </style>\n",
       "            <div class=\"pydov\">\n",
       "        <p><b>Bodemsite</b> - De naam van de bodemsite waaraan de bodemlocatie gekoppeld is.</p><ul><li>type: <span class=\"code small\">string</span></li><li>notnull: <span class=\"code small\">False</span></li><li>query: <span class=\"code small\">True</span></li><li>cost: <span class=\"code small\">1</span></li><li>multivalue: <span class=\"code small\">False</span></li></ul>\n",
       "            </div>\n",
       "        \n",
       "            <style type=\"text/css\">\n",
       "                div.pydov {\n",
       "                    background-color: rgba(170,170,170,0.05);\n",
       "                    padding: 10px;\n",
       "                    padding-left: 20px;\n",
       "                    border-left: 1px solid #fee439;\n",
       "                    border-radius: 10px;\n",
       "                    margin: 10px 0;\n",
       "                    max-height: 50vh;\n",
       "                    overflow: auto;\n",
       "                }\n",
       "\n",
       "                .code {\n",
       "                    font-family: monospace;\n",
       "                }\n",
       "\n",
       "                .small {\n",
       "                    font-size: 0.8rem;\n",
       "                }\n",
       "            </style>\n",
       "            <div class=\"pydov\">\n",
       "        <p><b>pkey_bodemsite</b> - Permanente URL die verwijst naar de gegevens van de bodemsite waaraan de bodemlocatie gekoppeld is, op de website.</p><ul><li>type: <span class=\"code small\">string</span></li><li>notnull: <span class=\"code small\">False</span></li><li>query: <span class=\"code small\">True</span></li><li>cost: <span class=\"code small\">1</span></li><li>multivalue: <span class=\"code small\">False</span></li></ul>\n",
       "            </div>\n",
       "        \n",
       "            <style type=\"text/css\">\n",
       "                div.pydov {\n",
       "                    background-color: rgba(170,170,170,0.05);\n",
       "                    padding: 10px;\n",
       "                    padding-left: 20px;\n",
       "                    border-left: 1px solid #fee439;\n",
       "                    border-radius: 10px;\n",
       "                    margin: 10px 0;\n",
       "                    max-height: 50vh;\n",
       "                    overflow: auto;\n",
       "                }\n",
       "\n",
       "                .code {\n",
       "                    font-family: monospace;\n",
       "                }\n",
       "\n",
       "                .small {\n",
       "                    font-size: 0.8rem;\n",
       "                }\n",
       "            </style>\n",
       "            <div class=\"pydov\">\n",
       "        <p><b>Opdrachten</b> - De DOV-opdracht(en) waaraan de bodemlocatie gekoppeld is.</p><ul><li>type: <span class=\"code small\">string</span></li><li>notnull: <span class=\"code small\">False</span></li><li>query: <span class=\"code small\">True</span></li><li>cost: <span class=\"code small\">1</span></li><li>multivalue: <span class=\"code small\">False</span></li></ul>\n",
       "            </div>\n",
       "        \n",
       "            <style type=\"text/css\">\n",
       "                div.pydov {\n",
       "                    background-color: rgba(170,170,170,0.05);\n",
       "                    padding: 10px;\n",
       "                    padding-left: 20px;\n",
       "                    border-left: 1px solid #fee439;\n",
       "                    border-radius: 10px;\n",
       "                    margin: 10px 0;\n",
       "                    max-height: 50vh;\n",
       "                    overflow: auto;\n",
       "                }\n",
       "\n",
       "                .code {\n",
       "                    font-family: monospace;\n",
       "                }\n",
       "\n",
       "                .small {\n",
       "                    font-size: 0.8rem;\n",
       "                }\n",
       "            </style>\n",
       "            <div class=\"pydov\">\n",
       "        <p><b>eerste_invoer</b> - Het tijdstip waarop deze bodemlocatie voor het eerst in DOV ingevoerd werd.</p><ul><li>type: <span class=\"code small\">datetime</span></li><li>notnull: <span class=\"code small\">True</span></li><li>query: <span class=\"code small\">True</span></li><li>cost: <span class=\"code small\">1</span></li><li>multivalue: <span class=\"code small\">False</span></li></ul>\n",
       "            </div>\n",
       "        \n",
       "            <style type=\"text/css\">\n",
       "                div.pydov {\n",
       "                    background-color: rgba(170,170,170,0.05);\n",
       "                    padding: 10px;\n",
       "                    padding-left: 20px;\n",
       "                    border-left: 1px solid #fee439;\n",
       "                    border-radius: 10px;\n",
       "                    margin: 10px 0;\n",
       "                    max-height: 50vh;\n",
       "                    overflow: auto;\n",
       "                }\n",
       "\n",
       "                .code {\n",
       "                    font-family: monospace;\n",
       "                }\n",
       "\n",
       "                .small {\n",
       "                    font-size: 0.8rem;\n",
       "                }\n",
       "            </style>\n",
       "            <div class=\"pydov\">\n",
       "        <p><b>geom</b> - None</p><ul><li>type: <span class=\"code small\">geometry</span></li><li>notnull: <span class=\"code small\">False</span></li><li>query: <span class=\"code small\">False</span></li><li>cost: <span class=\"code small\">1</span></li><li>multivalue: <span class=\"code small\">False</span></li></ul>\n",
       "            </div>\n",
       "        \n",
       "            <style type=\"text/css\">\n",
       "                div.pydov {\n",
       "                    background-color: rgba(170,170,170,0.05);\n",
       "                    padding: 10px;\n",
       "                    padding-left: 20px;\n",
       "                    border-left: 1px solid #fee439;\n",
       "                    border-radius: 10px;\n",
       "                    margin: 10px 0;\n",
       "                    max-height: 50vh;\n",
       "                    overflow: auto;\n",
       "                }\n",
       "\n",
       "                .code {\n",
       "                    font-family: monospace;\n",
       "                }\n",
       "\n",
       "                .small {\n",
       "                    font-size: 0.8rem;\n",
       "                }\n",
       "            </style>\n",
       "            <div class=\"pydov\">\n",
       "        <p><b>invoerdatum</b> - Datum van invoer van de bodemlocatie.</p><ul><li>type: <span class=\"code small\">date</span></li><li>notnull: <span class=\"code small\">False</span></li><li>query: <span class=\"code small\">False</span></li><li>cost: <span class=\"code small\">10</span></li><li>multivalue: <span class=\"code small\">False</span></li></ul>\n",
       "            </div>\n",
       "        \n",
       "            <style type=\"text/css\">\n",
       "                div.pydov {\n",
       "                    background-color: rgba(170,170,170,0.05);\n",
       "                    padding: 10px;\n",
       "                    padding-left: 20px;\n",
       "                    border-left: 1px solid #fee439;\n",
       "                    border-radius: 10px;\n",
       "                    margin: 10px 0;\n",
       "                    max-height: 50vh;\n",
       "                    overflow: auto;\n",
       "                }\n",
       "\n",
       "                .code {\n",
       "                    font-family: monospace;\n",
       "                }\n",
       "\n",
       "                .small {\n",
       "                    font-size: 0.8rem;\n",
       "                }\n",
       "            </style>\n",
       "            <div class=\"pydov\">\n",
       "        <p><b>educatieve_waarde</b> - Educatieve waarde van de bodemlocatie.</p><ul><li>type: <span class=\"code small\">string</span></li><li>notnull: <span class=\"code small\">False</span></li><li>query: <span class=\"code small\">False</span></li><li>cost: <span class=\"code small\">10</span></li><li>multivalue: <span class=\"code small\">False</span></li></ul>\n",
       "            </div>\n",
       "        </div></p></div>\n",
       "            </div>\n",
       "        "
      ],
      "text/plain": [
       "<pydov.search.bodemlocatie.BodemlocatieSearch at 0x7efd48e338c0>"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "bodemlocatie"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Example use cases"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Get bodemsites in a bounding box"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Get data for all the bodemsites that are geographically located completely within the bounds of the specified box.\n",
    "\n",
    "The coordinates are in the Belgian Lambert72 (EPSG:31370) coordinate system and are given in the order of lower left x, lower left y, upper right x, upper right y."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The same methods can be used for other bodem objects."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "from pydov.search.bodemsite import BodemsiteSearch\n",
    "bodemsite = BodemsiteSearch()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[000/001] .\n",
      "[000/029] ccccccccccccccccccccccccccccc\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>pkey_bodemsite</th>\n",
       "      <th>naam</th>\n",
       "      <th>waarnemingsdatum</th>\n",
       "      <th>beschrijving</th>\n",
       "      <th>invoerdatum</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemsite/2...</td>\n",
       "      <td>CN_269435</td>\n",
       "      <td>2021-04-03</td>\n",
       "      <td>Curieuzeneuzen: meetsite in een particuliere tuin</td>\n",
       "      <td>2023-09-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemsite/2...</td>\n",
       "      <td>CN_270914</td>\n",
       "      <td>2021-04-03</td>\n",
       "      <td>Curieuzeneuzen: meetsite in een particuliere tuin</td>\n",
       "      <td>2023-09-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemsite/2...</td>\n",
       "      <td>CN_286763</td>\n",
       "      <td>2021-04-03</td>\n",
       "      <td>Curieuzeneuzen: meetsite in een schooltuin</td>\n",
       "      <td>2023-09-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemsite/2...</td>\n",
       "      <td>CN_287465</td>\n",
       "      <td>2021-04-03</td>\n",
       "      <td>Curieuzeneuzen: meetsite in een openbaar groen...</td>\n",
       "      <td>2023-09-29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemsite/2...</td>\n",
       "      <td>Zoniënwoud_Groenendaal</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Zachte helling op plateau, Bodem nooit onder l...</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                      pkey_bodemsite                    naam  \\\n",
       "0  https://www.dov.vlaanderen.be/data/bodemsite/2...               CN_269435   \n",
       "1  https://www.dov.vlaanderen.be/data/bodemsite/2...               CN_270914   \n",
       "2  https://www.dov.vlaanderen.be/data/bodemsite/2...               CN_286763   \n",
       "3  https://www.dov.vlaanderen.be/data/bodemsite/2...               CN_287465   \n",
       "4  https://www.dov.vlaanderen.be/data/bodemsite/2...  Zoniënwoud_Groenendaal   \n",
       "\n",
       "  waarnemingsdatum                                       beschrijving  \\\n",
       "0       2021-04-03  Curieuzeneuzen: meetsite in een particuliere tuin   \n",
       "1       2021-04-03  Curieuzeneuzen: meetsite in een particuliere tuin   \n",
       "2       2021-04-03         Curieuzeneuzen: meetsite in een schooltuin   \n",
       "3       2021-04-03  Curieuzeneuzen: meetsite in een openbaar groen...   \n",
       "4              NaN  Zachte helling op plateau, Bodem nooit onder l...   \n",
       "\n",
       "  invoerdatum  \n",
       "0  2023-09-29  \n",
       "1  2023-09-29  \n",
       "2  2023-09-29  \n",
       "3  2023-09-29  \n",
       "4         NaN  "
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from pydov.util.location import Within, Box\n",
    "\n",
    "df = bodemsite.search(location=Within(Box(148000, 160800, 160000, 169500, epsg=31370)))\n",
    "df.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The dataframe contains a list of bodemsites. The available data are flattened to represent unique attributes per row of the dataframe.\n",
    "\n",
    "Using the *pkey_bodemsite* field one can request the details of this bodemsite in a webbrowser:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "https://www.dov.vlaanderen.be/data/bodemsite/2017-000210\n",
      "https://www.dov.vlaanderen.be/data/bodemsite/2021-007106\n",
      "https://www.dov.vlaanderen.be/data/bodemsite/2021-007116\n",
      "https://www.dov.vlaanderen.be/data/bodemsite/2021-007484\n",
      "https://www.dov.vlaanderen.be/data/bodemsite/2021-007552\n"
     ]
    }
   ],
   "source": [
    "for pkey_bodemsite in set(df.pkey_bodemsite.head()):\n",
    "    print(pkey_bodemsite)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Get bodemlocaties with specific properties"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Next to querying bodem objects based on their geographic location within a bounding box, we can also search for bodem objects matching a specific set of properties. \n",
    "The same methods can be used for all bodem objects.\n",
    "For this we can build a query using a combination of the 'Bodemlocatie' fields and operators provided by the WFS protocol.\n",
    "\n",
    "A list of possible operators can be found below:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['PropertyIsBetween',\n",
       " 'PropertyIsEqualTo',\n",
       " 'PropertyIsGreaterThan',\n",
       " 'PropertyIsGreaterThanOrEqualTo',\n",
       " 'PropertyIsLessThan',\n",
       " 'PropertyIsLessThanOrEqualTo',\n",
       " 'PropertyIsLike',\n",
       " 'PropertyIsNotEqualTo',\n",
       " 'PropertyIsNull',\n",
       " 'SortProperty']"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "[i for i,j in inspect.getmembers(sys.modules['owslib.fes2'], inspect.isclass) if 'Property' in i]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In this example we build a query using the *PropertyIsEqualTo* operator to find all bodemlocaties with bodemstreek 'zandstreek'.\n",
    "We use *max_features=10* to limit the results to 10."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[000/001] .\n",
      "[000/010] cccccccccc\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>pkey_bodemlocatie</th>\n",
       "      <th>pkey_bodemsite</th>\n",
       "      <th>naam</th>\n",
       "      <th>type</th>\n",
       "      <th>waarnemingsdatum</th>\n",
       "      <th>doel</th>\n",
       "      <th>x</th>\n",
       "      <th>y</th>\n",
       "      <th>mv_mtaw</th>\n",
       "      <th>erfgoed</th>\n",
       "      <th>bodemstreek</th>\n",
       "      <th>invoerdatum</th>\n",
       "      <th>educatieve_waarde</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ARCH_2017C381_WP0001BP01</td>\n",
       "      <td>profielput</td>\n",
       "      <td>2017-03-27</td>\n",
       "      <td>archeologische proefputten ifv prehistorische ...</td>\n",
       "      <td>100951.02</td>\n",
       "      <td>197304.89</td>\n",
       "      <td>6.11</td>\n",
       "      <td>False</td>\n",
       "      <td>Zandstreek</td>\n",
       "      <td>2022-03-02</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ARCH_2018D174_1</td>\n",
       "      <td>profielput</td>\n",
       "      <td>2018-11-07</td>\n",
       "      <td>archeologische proefsleuven en proefputten</td>\n",
       "      <td>136567.44</td>\n",
       "      <td>209067.73</td>\n",
       "      <td>13.17</td>\n",
       "      <td>False</td>\n",
       "      <td>Zandstreek</td>\n",
       "      <td>2022-03-02</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ARCH_2018D174_2</td>\n",
       "      <td>profielput</td>\n",
       "      <td>2018-11-07</td>\n",
       "      <td>archeologische proefsleuven en proefputten</td>\n",
       "      <td>136520.06</td>\n",
       "      <td>209040.88</td>\n",
       "      <td>13.75</td>\n",
       "      <td>False</td>\n",
       "      <td>Zandstreek</td>\n",
       "      <td>2022-03-02</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ARCH_2018D174_3</td>\n",
       "      <td>profielput</td>\n",
       "      <td>2018-11-07</td>\n",
       "      <td>archeologische proefsleuven en proefputten</td>\n",
       "      <td>136458.47</td>\n",
       "      <td>209006.77</td>\n",
       "      <td>13.41</td>\n",
       "      <td>False</td>\n",
       "      <td>Zandstreek</td>\n",
       "      <td>2022-03-02</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>ARCH_2021L196_463.1</td>\n",
       "      <td>profielput</td>\n",
       "      <td>2021-12-21</td>\n",
       "      <td>archeologische proefsleuven en proefputten</td>\n",
       "      <td>119075.97</td>\n",
       "      <td>201394.21</td>\n",
       "      <td>5.75</td>\n",
       "      <td>False</td>\n",
       "      <td>Zandstreek</td>\n",
       "      <td>2022-03-07</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                   pkey_bodemlocatie pkey_bodemsite  \\\n",
       "0  https://www.dov.vlaanderen.be/data/bodemlocati...            NaN   \n",
       "1  https://www.dov.vlaanderen.be/data/bodemlocati...            NaN   \n",
       "2  https://www.dov.vlaanderen.be/data/bodemlocati...            NaN   \n",
       "3  https://www.dov.vlaanderen.be/data/bodemlocati...            NaN   \n",
       "4  https://www.dov.vlaanderen.be/data/bodemlocati...            NaN   \n",
       "\n",
       "                       naam        type waarnemingsdatum  \\\n",
       "0  ARCH_2017C381_WP0001BP01  profielput       2017-03-27   \n",
       "1           ARCH_2018D174_1  profielput       2018-11-07   \n",
       "2           ARCH_2018D174_2  profielput       2018-11-07   \n",
       "3           ARCH_2018D174_3  profielput       2018-11-07   \n",
       "4       ARCH_2021L196_463.1  profielput       2021-12-21   \n",
       "\n",
       "                                                doel          x          y  \\\n",
       "0  archeologische proefputten ifv prehistorische ...  100951.02  197304.89   \n",
       "1         archeologische proefsleuven en proefputten  136567.44  209067.73   \n",
       "2         archeologische proefsleuven en proefputten  136520.06  209040.88   \n",
       "3         archeologische proefsleuven en proefputten  136458.47  209006.77   \n",
       "4         archeologische proefsleuven en proefputten  119075.97  201394.21   \n",
       "\n",
       "   mv_mtaw  erfgoed bodemstreek invoerdatum educatieve_waarde  \n",
       "0     6.11    False  Zandstreek  2022-03-02               NaN  \n",
       "1    13.17    False  Zandstreek  2022-03-02               NaN  \n",
       "2    13.75    False  Zandstreek  2022-03-02               NaN  \n",
       "3    13.41    False  Zandstreek  2022-03-02               NaN  \n",
       "4     5.75    False  Zandstreek  2022-03-07               NaN  "
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from owslib.fes2 import PropertyIsEqualTo\n",
    "\n",
    "query = PropertyIsEqualTo(propertyname='bodemstreek',\n",
    "                          literal='Zandstreek')\n",
    "df = bodemlocatie.search(query=query, max_features=10)\n",
    "\n",
    "df.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Once again we can use the *pkey_bodemlocatie* as a permanent link to the information of these bodemlocaties:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "https://www.dov.vlaanderen.be/data/bodemlocatie/2017-018199\n",
      "https://www.dov.vlaanderen.be/data/bodemlocatie/2021-024151\n",
      "https://www.dov.vlaanderen.be/data/bodemlocatie/2018-022980\n",
      "https://www.dov.vlaanderen.be/data/bodemlocatie/2018-022978\n",
      "https://www.dov.vlaanderen.be/data/bodemlocatie/2018-022979\n"
     ]
    }
   ],
   "source": [
    "for pkey_bodemlocatie in set(df.pkey_bodemlocatie.head()):\n",
    "    print(pkey_bodemlocatie)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Get all observaties linked to bodemlocatie"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Get all bodemobservaties in a specific bodemlocatie.\n",
    "Direct means bodemobservaties directly linked with a bodemlocatie.\n",
    "Indirect means bodemobservaties linked with child-objects of the bodemlocatie, like diepteintervallen or monsters."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "from pydov.search.observatie import ObservatieSearch\n",
    "from pydov.search.monster import MonsterSearch\n",
    "\n",
    "from pydov.search.bodemlocatie import BodemlocatieSearch\n",
    "from pydov.search.bodemdiepteinterval import BodemdiepteintervalSearch\n",
    "\n",
    "from owslib.fes2 import PropertyIsEqualTo\n",
    "from pydov.util.query import Join, FuzzyJoin\n",
    "\n",
    "bodemlocatie = BodemlocatieSearch()\n",
    "bodemdiepteinterval = BodemdiepteintervalSearch()\n",
    "monster = MonsterSearch()\n",
    "observatie = ObservatieSearch()\n",
    "\n",
    "# prepare an empty dataframe to store all observations:\n",
    "df_observaties = pd.DataFrame()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "First, we get the soil locations (bodemlocaties) of our interest:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[000/001] .\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>pkey_bodemlocatie</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                   pkey_bodemlocatie\n",
       "0  https://www.dov.vlaanderen.be/data/bodemlocati..."
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_bodemlocaties = bodemlocatie.search(query=PropertyIsEqualTo(propertyname='naam', literal='VMM_INF_52'), \n",
    "                                   return_fields=('pkey_bodemlocatie',))\n",
    "df_bodemlocaties.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "First, let's search for all observations that are linked directly to the soil location:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[000/000] ."
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>pkey_observatie</th>\n",
       "      <th>pkey_parent</th>\n",
       "      <th>fenomeentijd</th>\n",
       "      <th>diepte_van_m</th>\n",
       "      <th>diepte_tot_m</th>\n",
       "      <th>parametergroep</th>\n",
       "      <th>parameter</th>\n",
       "      <th>detectieconditie</th>\n",
       "      <th>resultaat</th>\n",
       "      <th>eenheid</th>\n",
       "      <th>methode</th>\n",
       "      <th>uitvoerder</th>\n",
       "      <th>herkomst</th>\n",
       "      <th>pkey_bodemlocatie</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "Empty DataFrame\n",
       "Columns: [pkey_observatie, pkey_parent, fenomeentijd, diepte_van_m, diepte_tot_m, parametergroep, parameter, detectieconditie, resultaat, eenheid, methode, uitvoerder, herkomst, pkey_bodemlocatie]\n",
       "Index: []"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# find observations linked directly to the soil location\n",
    "df_obs = observatie.search(\n",
    "    query=Join(df_bodemlocaties, on='pkey_parent', using='pkey_bodemlocatie')\n",
    ")\n",
    "\n",
    "# in this case, the parent is the soil location\n",
    "df_obs['pkey_bodemlocatie'] = df_obs['pkey_parent']\n",
    "\n",
    "# add these observations to the dataframe with observations\n",
    "df_observaties = pd.concat([df_observaties, df_obs]).reset_index(drop=True)\n",
    "df_observaties"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Observations can also be linked to a specific depth interval of the soil location. First, we have to find all depth intervals, and then search for observations linked to those:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[000/001] .\n",
      "[000/001] .\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
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       "    }\n",
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       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>pkey_observatie</th>\n",
       "      <th>pkey_parent</th>\n",
       "      <th>fenomeentijd</th>\n",
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       "      <th>uitvoerder</th>\n",
       "      <th>herkomst</th>\n",
       "      <th>pkey_bodemlocatie</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Enkele-ring-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Enkele-ring-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Open-end-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Enkele-ring-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat_Soakaway_methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Porchet-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat_Soakaway_methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Enkele-ring-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Open-end-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat_Soakaway_methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Porchet-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Open-end-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Porchet-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat_Soakaway_methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Open-end-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Porchet-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                      pkey_observatie  \\\n",
       "0   https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "1   https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "2   https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "3   https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "4   https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "5   https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "6   https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "7   https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "8   https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "9   https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "10  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "11  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "12  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "13  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "14  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "15  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "\n",
       "                                          pkey_parent fenomeentijd  \\\n",
       "0   https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "1   https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "2   https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "3   https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "4   https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "5   https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "6   https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "7   https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "8   https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "9   https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "10  https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "11  https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "12  https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "13  https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "14  https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "15  https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "\n",
       "   diepte_van_m diepte_tot_m       parametergroep    parameter  \\\n",
       "0           NaN          NaN  Bodem_fysisch_vocht  Ksat (ksat)   \n",
       "1           NaN          NaN  Bodem_fysisch_vocht  Ksat (ksat)   \n",
       "2           NaN          NaN  Bodem_fysisch_vocht  Ksat (ksat)   \n",
       "3           NaN          NaN  Bodem_fysisch_vocht  Ksat (ksat)   \n",
       "4           NaN          NaN  Bodem_fysisch_vocht  Ksat (ksat)   \n",
       "5           NaN          NaN  Bodem_fysisch_vocht  Ksat (ksat)   \n",
       "6           NaN          NaN  Bodem_fysisch_vocht  Ksat (ksat)   \n",
       "7           NaN          NaN  Bodem_fysisch_vocht  Ksat (ksat)   \n",
       "8           NaN          NaN  Bodem_fysisch_vocht  Ksat (ksat)   \n",
       "9           NaN          NaN  Bodem_fysisch_vocht  Ksat (ksat)   \n",
       "10          NaN          NaN  Bodem_fysisch_vocht  Ksat (ksat)   \n",
       "11          NaN          NaN  Bodem_fysisch_vocht  Ksat (ksat)   \n",
       "12          NaN          NaN  Bodem_fysisch_vocht  Ksat (ksat)   \n",
       "13          NaN          NaN  Bodem_fysisch_vocht  Ksat (ksat)   \n",
       "14          NaN          NaN  Bodem_fysisch_vocht  Ksat (ksat)   \n",
       "15          NaN          NaN  Bodem_fysisch_vocht  Ksat (ksat)   \n",
       "\n",
       "   detectieconditie resultaat eenheid                   methode  \\\n",
       "0               NaN   0.00E00     m/s  Ksat Enkele-ring-methode   \n",
       "1               NaN   0.00E00     m/s  Ksat Enkele-ring-methode   \n",
       "2               NaN   0.00E00     m/s     Ksat Open-end-methode   \n",
       "3               NaN   0.00E00     m/s  Ksat Enkele-ring-methode   \n",
       "4               NaN   0.00E00     m/s     Ksat_Soakaway_methode   \n",
       "5               NaN   0.00E00     m/s      Ksat Porchet-methode   \n",
       "6               NaN   0.00E00     m/s     Ksat_Soakaway_methode   \n",
       "7               NaN   0.00E00     m/s  Ksat Enkele-ring-methode   \n",
       "8               NaN   0.00E00     m/s     Ksat Open-end-methode   \n",
       "9               NaN   0.00E00     m/s     Ksat_Soakaway_methode   \n",
       "10              NaN   0.00E00     m/s      Ksat Porchet-methode   \n",
       "11              NaN   0.00E00     m/s     Ksat Open-end-methode   \n",
       "12              NaN   0.00E00     m/s      Ksat Porchet-methode   \n",
       "13              NaN   0.00E00     m/s     Ksat_Soakaway_methode   \n",
       "14              NaN   0.00E00     m/s     Ksat Open-end-methode   \n",
       "15              NaN   0.00E00     m/s      Ksat Porchet-methode   \n",
       "\n",
       "                        uitvoerder herkomst  \\\n",
       "0   Bodemkundige Dienst van België     VELD   \n",
       "1   Bodemkundige Dienst van België     VELD   \n",
       "2   Bodemkundige Dienst van België     VELD   \n",
       "3   Bodemkundige Dienst van België     VELD   \n",
       "4   Bodemkundige Dienst van België     VELD   \n",
       "5   Bodemkundige Dienst van België     VELD   \n",
       "6   Bodemkundige Dienst van België     VELD   \n",
       "7   Bodemkundige Dienst van België     VELD   \n",
       "8   Bodemkundige Dienst van België     VELD   \n",
       "9   Bodemkundige Dienst van België     VELD   \n",
       "10  Bodemkundige Dienst van België     VELD   \n",
       "11  Bodemkundige Dienst van België     VELD   \n",
       "12  Bodemkundige Dienst van België     VELD   \n",
       "13  Bodemkundige Dienst van België     VELD   \n",
       "14  Bodemkundige Dienst van België     VELD   \n",
       "15  Bodemkundige Dienst van België     VELD   \n",
       "\n",
       "                                    pkey_bodemlocatie  \n",
       "0   https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "1   https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "2   https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "3   https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "4   https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "5   https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "6   https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "7   https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "8   https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "9   https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "10  https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "11  https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "12  https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "13  https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "14  https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "15  https://www.dov.vlaanderen.be/data/bodemlocati...  "
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# find all depth intervals linked to the soil location\n",
    "df_diepteintervallen = bodemdiepteinterval.search(\n",
    "    query=Join(df_bodemlocaties, on='pkey_bodemlocatie'),\n",
    "    return_fields=('pkey_diepteinterval','pkey_bodemlocatie',)\n",
    ")\n",
    "\n",
    "if len(df_diepteintervallen) > 0:\n",
    "\n",
    "    # find all observations linked to the depth intervals\n",
    "    df_obs = observatie.search(query=Join(df_diepteintervallen, on='pkey_parent', using='pkey_diepteinterval'))\n",
    "\n",
    "    # merge the result with the depth intervals, to be able to link the observations with the soil location\n",
    "    df_obs = df_obs.merge(\n",
    "        df_diepteintervallen, left_on='pkey_parent', right_on='pkey_diepteinterval'\n",
    "    ).drop(\n",
    "        columns=('pkey_diepteinterval')\n",
    "    )\n",
    "\n",
    "    if len(df_obs) > 0:\n",
    "        df_observaties = pd.concat([df_observaties, df_obs]).reset_index(drop=True)\n",
    "\n",
    "df_observaties"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Observations can also be linked to a sample taken from the soil location. First we have to find all samples, and then find observations linked to those:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[000/000] ."
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>pkey_observatie</th>\n",
       "      <th>pkey_parent</th>\n",
       "      <th>fenomeentijd</th>\n",
       "      <th>diepte_van_m</th>\n",
       "      <th>diepte_tot_m</th>\n",
       "      <th>parametergroep</th>\n",
       "      <th>parameter</th>\n",
       "      <th>detectieconditie</th>\n",
       "      <th>resultaat</th>\n",
       "      <th>eenheid</th>\n",
       "      <th>methode</th>\n",
       "      <th>uitvoerder</th>\n",
       "      <th>herkomst</th>\n",
       "      <th>pkey_bodemlocatie</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Enkele-ring-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Enkele-ring-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Open-end-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Enkele-ring-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat_Soakaway_methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Porchet-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat_Soakaway_methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Enkele-ring-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Open-end-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat_Soakaway_methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Porchet-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Open-end-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Porchet-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat_Soakaway_methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Open-end-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Porchet-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                      pkey_observatie  \\\n",
       "0   https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "1   https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "2   https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "3   https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "4   https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "5   https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "6   https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "7   https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "8   https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "9   https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "10  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "11  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "12  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "13  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "14  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "15  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "\n",
       "                                          pkey_parent fenomeentijd  \\\n",
       "0   https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "1   https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "2   https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "3   https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "4   https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "5   https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "6   https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "7   https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "8   https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "9   https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "10  https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "11  https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "12  https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "13  https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "14  https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "15  https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "\n",
       "   diepte_van_m diepte_tot_m       parametergroep    parameter  \\\n",
       "0           NaN          NaN  Bodem_fysisch_vocht  Ksat (ksat)   \n",
       "1           NaN          NaN  Bodem_fysisch_vocht  Ksat (ksat)   \n",
       "2           NaN          NaN  Bodem_fysisch_vocht  Ksat (ksat)   \n",
       "3           NaN          NaN  Bodem_fysisch_vocht  Ksat (ksat)   \n",
       "4           NaN          NaN  Bodem_fysisch_vocht  Ksat (ksat)   \n",
       "5           NaN          NaN  Bodem_fysisch_vocht  Ksat (ksat)   \n",
       "6           NaN          NaN  Bodem_fysisch_vocht  Ksat (ksat)   \n",
       "7           NaN          NaN  Bodem_fysisch_vocht  Ksat (ksat)   \n",
       "8           NaN          NaN  Bodem_fysisch_vocht  Ksat (ksat)   \n",
       "9           NaN          NaN  Bodem_fysisch_vocht  Ksat (ksat)   \n",
       "10          NaN          NaN  Bodem_fysisch_vocht  Ksat (ksat)   \n",
       "11          NaN          NaN  Bodem_fysisch_vocht  Ksat (ksat)   \n",
       "12          NaN          NaN  Bodem_fysisch_vocht  Ksat (ksat)   \n",
       "13          NaN          NaN  Bodem_fysisch_vocht  Ksat (ksat)   \n",
       "14          NaN          NaN  Bodem_fysisch_vocht  Ksat (ksat)   \n",
       "15          NaN          NaN  Bodem_fysisch_vocht  Ksat (ksat)   \n",
       "\n",
       "   detectieconditie resultaat eenheid                   methode  \\\n",
       "0               NaN   0.00E00     m/s  Ksat Enkele-ring-methode   \n",
       "1               NaN   0.00E00     m/s  Ksat Enkele-ring-methode   \n",
       "2               NaN   0.00E00     m/s     Ksat Open-end-methode   \n",
       "3               NaN   0.00E00     m/s  Ksat Enkele-ring-methode   \n",
       "4               NaN   0.00E00     m/s     Ksat_Soakaway_methode   \n",
       "5               NaN   0.00E00     m/s      Ksat Porchet-methode   \n",
       "6               NaN   0.00E00     m/s     Ksat_Soakaway_methode   \n",
       "7               NaN   0.00E00     m/s  Ksat Enkele-ring-methode   \n",
       "8               NaN   0.00E00     m/s     Ksat Open-end-methode   \n",
       "9               NaN   0.00E00     m/s     Ksat_Soakaway_methode   \n",
       "10              NaN   0.00E00     m/s      Ksat Porchet-methode   \n",
       "11              NaN   0.00E00     m/s     Ksat Open-end-methode   \n",
       "12              NaN   0.00E00     m/s      Ksat Porchet-methode   \n",
       "13              NaN   0.00E00     m/s     Ksat_Soakaway_methode   \n",
       "14              NaN   0.00E00     m/s     Ksat Open-end-methode   \n",
       "15              NaN   0.00E00     m/s      Ksat Porchet-methode   \n",
       "\n",
       "                        uitvoerder herkomst  \\\n",
       "0   Bodemkundige Dienst van België     VELD   \n",
       "1   Bodemkundige Dienst van België     VELD   \n",
       "2   Bodemkundige Dienst van België     VELD   \n",
       "3   Bodemkundige Dienst van België     VELD   \n",
       "4   Bodemkundige Dienst van België     VELD   \n",
       "5   Bodemkundige Dienst van België     VELD   \n",
       "6   Bodemkundige Dienst van België     VELD   \n",
       "7   Bodemkundige Dienst van België     VELD   \n",
       "8   Bodemkundige Dienst van België     VELD   \n",
       "9   Bodemkundige Dienst van België     VELD   \n",
       "10  Bodemkundige Dienst van België     VELD   \n",
       "11  Bodemkundige Dienst van België     VELD   \n",
       "12  Bodemkundige Dienst van België     VELD   \n",
       "13  Bodemkundige Dienst van België     VELD   \n",
       "14  Bodemkundige Dienst van België     VELD   \n",
       "15  Bodemkundige Dienst van België     VELD   \n",
       "\n",
       "                                    pkey_bodemlocatie  \n",
       "0   https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "1   https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "2   https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "3   https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "4   https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "5   https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "6   https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "7   https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "8   https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "9   https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "10  https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "11  https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "12  https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "13  https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "14  https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "15  https://www.dov.vlaanderen.be/data/bodemlocati...  "
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# find all samples linked to the soil location\n",
    "df_monsters = monster.search(\n",
    "    query=FuzzyJoin(df_bodemlocaties, on='pkey_parents', using='pkey_bodemlocatie'),\n",
    "    return_fields=('pkey_monster', 'pkey_parents')\n",
    ")\n",
    "\n",
    "# take the first soil location from the sample's parents as the linked soil location\n",
    "df_monsters['pkey_bodemlocatie'] = df_monsters['pkey_parents'].apply(lambda x: [i for i in x if 'bodemlocatie' in i][0])\n",
    "\n",
    "if len(df_monsters) > 0:\n",
    "\n",
    "    # find all observations linked to samples\n",
    "    df_obs = observatie.search(query=Join(df_monsters, on='pkey_parent', using='pkey_monster'))\n",
    "\n",
    "    # merge the result with the samples, to be able to link them to their soil location\n",
    "    df_obs = df_obs.merge(\n",
    "        df_monsters, left_on='pkey_parent', right_on='pkey_monster'\n",
    "    ).drop(\n",
    "        columns=['pkey_parents', 'pkey_monster']\n",
    "    )\n",
    "\n",
    "    if len(df_obs) > 0:\n",
    "        df_observaties = pd.concat([df_observaties, df_obs]).reset_index(drop=True)\n",
    "\n",
    "df_observaties"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Lastly, observations can also be linked to a sample linked to a specific depth interval. First we have to find all samples linked to a depth interval, and then find observations linked to those:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[000/001] .\n",
      "[000/001] .\n"
     ]
    },
    {
     "data": {
      "text/html": [
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       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>pkey_observatie</th>\n",
       "      <th>pkey_parent</th>\n",
       "      <th>fenomeentijd</th>\n",
       "      <th>diepte_van_m</th>\n",
       "      <th>diepte_tot_m</th>\n",
       "      <th>parametergroep</th>\n",
       "      <th>parameter</th>\n",
       "      <th>detectieconditie</th>\n",
       "      <th>resultaat</th>\n",
       "      <th>eenheid</th>\n",
       "      <th>methode</th>\n",
       "      <th>uitvoerder</th>\n",
       "      <th>herkomst</th>\n",
       "      <th>pkey_bodemlocatie</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Enkele-ring-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Enkele-ring-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Open-end-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Enkele-ring-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat_Soakaway_methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Porchet-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat_Soakaway_methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Enkele-ring-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Open-end-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat_Soakaway_methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Porchet-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Open-end-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Porchet-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat_Soakaway_methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Open-end-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Porchet-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/monster/201...</td>\n",
       "      <td>2015-08-27</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_textuur</td>\n",
       "      <td>Textuurfracties (textuurmeting)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>%</td>\n",
       "      <td>Textuur pipetmethode Robinson-Köhn</td>\n",
       "      <td>NaN</td>\n",
       "      <td>LABO</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/monster/201...</td>\n",
       "      <td>2015-08-27</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_textuur</td>\n",
       "      <td>Textuurfracties (textuurmeting)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>%</td>\n",
       "      <td>Textuur pipetmethode Robinson-Köhn</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>LABO</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/monster/201...</td>\n",
       "      <td>2015-08-27</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_textuur</td>\n",
       "      <td>Textuur - granulometrisch - klassen bodemkarte...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>E - Klei</td>\n",
       "      <td>-</td>\n",
       "      <td>Textuur pipetmethode Robinson-Köhn</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>LABO</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/monster/201...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_textuur</td>\n",
       "      <td>Textuurfracties (textuurmeting)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>%</td>\n",
       "      <td>Textuur pipetmethode Robinson-Köhn</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>LABO</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/monster/201...</td>\n",
       "      <td>2015-08-27</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_textuur</td>\n",
       "      <td>Textuur - handmatig - klassen bodemkartering (...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A - Leem</td>\n",
       "      <td>-</td>\n",
       "      <td>Textuur manuele schatting (palpatie)</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>LABO</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                      pkey_observatie  \\\n",
       "0   https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "1   https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "2   https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "3   https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "4   https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "5   https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "6   https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "7   https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "8   https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "9   https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "10  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "11  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "12  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "13  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "14  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "15  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "16  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "17  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "18  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "19  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "20  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "\n",
       "                                          pkey_parent fenomeentijd  \\\n",
       "0   https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "1   https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "2   https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "3   https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "4   https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "5   https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "6   https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "7   https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "8   https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "9   https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "10  https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "11  https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "12  https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "13  https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "14  https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "15  https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "16  https://www.dov.vlaanderen.be/data/monster/201...   2015-08-27   \n",
       "17  https://www.dov.vlaanderen.be/data/monster/201...   2015-08-27   \n",
       "18  https://www.dov.vlaanderen.be/data/monster/201...   2015-08-27   \n",
       "19  https://www.dov.vlaanderen.be/data/monster/201...   2015-09-08   \n",
       "20  https://www.dov.vlaanderen.be/data/monster/201...   2015-08-27   \n",
       "\n",
       "   diepte_van_m diepte_tot_m         parametergroep  \\\n",
       "0           NaN          NaN    Bodem_fysisch_vocht   \n",
       "1           NaN          NaN    Bodem_fysisch_vocht   \n",
       "2           NaN          NaN    Bodem_fysisch_vocht   \n",
       "3           NaN          NaN    Bodem_fysisch_vocht   \n",
       "4           NaN          NaN    Bodem_fysisch_vocht   \n",
       "5           NaN          NaN    Bodem_fysisch_vocht   \n",
       "6           NaN          NaN    Bodem_fysisch_vocht   \n",
       "7           NaN          NaN    Bodem_fysisch_vocht   \n",
       "8           NaN          NaN    Bodem_fysisch_vocht   \n",
       "9           NaN          NaN    Bodem_fysisch_vocht   \n",
       "10          NaN          NaN    Bodem_fysisch_vocht   \n",
       "11          NaN          NaN    Bodem_fysisch_vocht   \n",
       "12          NaN          NaN    Bodem_fysisch_vocht   \n",
       "13          NaN          NaN    Bodem_fysisch_vocht   \n",
       "14          NaN          NaN    Bodem_fysisch_vocht   \n",
       "15          NaN          NaN    Bodem_fysisch_vocht   \n",
       "16          NaN          NaN  Bodem_fysisch_textuur   \n",
       "17          NaN          NaN  Bodem_fysisch_textuur   \n",
       "18          NaN          NaN  Bodem_fysisch_textuur   \n",
       "19          NaN          NaN  Bodem_fysisch_textuur   \n",
       "20          NaN          NaN  Bodem_fysisch_textuur   \n",
       "\n",
       "                                            parameter detectieconditie  \\\n",
       "0                                         Ksat (ksat)              NaN   \n",
       "1                                         Ksat (ksat)              NaN   \n",
       "2                                         Ksat (ksat)              NaN   \n",
       "3                                         Ksat (ksat)              NaN   \n",
       "4                                         Ksat (ksat)              NaN   \n",
       "5                                         Ksat (ksat)              NaN   \n",
       "6                                         Ksat (ksat)              NaN   \n",
       "7                                         Ksat (ksat)              NaN   \n",
       "8                                         Ksat (ksat)              NaN   \n",
       "9                                         Ksat (ksat)              NaN   \n",
       "10                                        Ksat (ksat)              NaN   \n",
       "11                                        Ksat (ksat)              NaN   \n",
       "12                                        Ksat (ksat)              NaN   \n",
       "13                                        Ksat (ksat)              NaN   \n",
       "14                                        Ksat (ksat)              NaN   \n",
       "15                                        Ksat (ksat)              NaN   \n",
       "16                    Textuurfracties (textuurmeting)              NaN   \n",
       "17                    Textuurfracties (textuurmeting)              NaN   \n",
       "18  Textuur - granulometrisch - klassen bodemkarte...              NaN   \n",
       "19                    Textuurfracties (textuurmeting)              NaN   \n",
       "20  Textuur - handmatig - klassen bodemkartering (...              NaN   \n",
       "\n",
       "   resultaat eenheid                               methode  \\\n",
       "0    0.00E00     m/s              Ksat Enkele-ring-methode   \n",
       "1    0.00E00     m/s              Ksat Enkele-ring-methode   \n",
       "2    0.00E00     m/s                 Ksat Open-end-methode   \n",
       "3    0.00E00     m/s              Ksat Enkele-ring-methode   \n",
       "4    0.00E00     m/s                 Ksat_Soakaway_methode   \n",
       "5    0.00E00     m/s                  Ksat Porchet-methode   \n",
       "6    0.00E00     m/s                 Ksat_Soakaway_methode   \n",
       "7    0.00E00     m/s              Ksat Enkele-ring-methode   \n",
       "8    0.00E00     m/s                 Ksat Open-end-methode   \n",
       "9    0.00E00     m/s                 Ksat_Soakaway_methode   \n",
       "10   0.00E00     m/s                  Ksat Porchet-methode   \n",
       "11   0.00E00     m/s                 Ksat Open-end-methode   \n",
       "12   0.00E00     m/s                  Ksat Porchet-methode   \n",
       "13   0.00E00     m/s                 Ksat_Soakaway_methode   \n",
       "14   0.00E00     m/s                 Ksat Open-end-methode   \n",
       "15   0.00E00     m/s                  Ksat Porchet-methode   \n",
       "16       NaN       %    Textuur pipetmethode Robinson-Köhn   \n",
       "17       NaN       %    Textuur pipetmethode Robinson-Köhn   \n",
       "18  E - Klei       -    Textuur pipetmethode Robinson-Köhn   \n",
       "19       NaN       %    Textuur pipetmethode Robinson-Köhn   \n",
       "20  A - Leem       -  Textuur manuele schatting (palpatie)   \n",
       "\n",
       "                        uitvoerder herkomst  \\\n",
       "0   Bodemkundige Dienst van België     VELD   \n",
       "1   Bodemkundige Dienst van België     VELD   \n",
       "2   Bodemkundige Dienst van België     VELD   \n",
       "3   Bodemkundige Dienst van België     VELD   \n",
       "4   Bodemkundige Dienst van België     VELD   \n",
       "5   Bodemkundige Dienst van België     VELD   \n",
       "6   Bodemkundige Dienst van België     VELD   \n",
       "7   Bodemkundige Dienst van België     VELD   \n",
       "8   Bodemkundige Dienst van België     VELD   \n",
       "9   Bodemkundige Dienst van België     VELD   \n",
       "10  Bodemkundige Dienst van België     VELD   \n",
       "11  Bodemkundige Dienst van België     VELD   \n",
       "12  Bodemkundige Dienst van België     VELD   \n",
       "13  Bodemkundige Dienst van België     VELD   \n",
       "14  Bodemkundige Dienst van België     VELD   \n",
       "15  Bodemkundige Dienst van België     VELD   \n",
       "16                             NaN     LABO   \n",
       "17  Bodemkundige Dienst van België     LABO   \n",
       "18  Bodemkundige Dienst van België     LABO   \n",
       "19  Bodemkundige Dienst van België     LABO   \n",
       "20  Bodemkundige Dienst van België     LABO   \n",
       "\n",
       "                                    pkey_bodemlocatie  \n",
       "0   https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "1   https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "2   https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "3   https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "4   https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "5   https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "6   https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "7   https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "8   https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "9   https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "10  https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "11  https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "12  https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "13  https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "14  https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "15  https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "16  https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "17  https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "18  https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "19  https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "20  https://www.dov.vlaanderen.be/data/bodemlocati...  "
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# find all samples linked to a depth interval\n",
    "df_monsters_diepteintervallen = monster.search(\n",
    "    query=FuzzyJoin(df_diepteintervallen, on='pkey_parents', using='pkey_diepteinterval'),\n",
    "    return_fields=('pkey_monster', 'pkey_parents')\n",
    ")\n",
    "\n",
    "# take the first depth interval from the sample's parents as the linked depth interval\n",
    "df_monsters_diepteintervallen['pkey_diepteinterval'] = df_monsters_diepteintervallen['pkey_parents'].apply(lambda x: [i for i in x if 'diepteinterval' in i][0])\n",
    "\n",
    "# merge the result with the depth interval to be able to link them to the soil location\n",
    "df_monsters_diepteintervallen = df_monsters_diepteintervallen.merge(\n",
    "    df_diepteintervallen, on='pkey_diepteinterval'\n",
    ").drop(\n",
    "    columns=('pkey_diepteinterval')\n",
    ")\n",
    "\n",
    "if len(df_monsters_diepteintervallen) > 0:\n",
    "\n",
    "    # find all observations linked to the samples\n",
    "    df_obs = observatie.search(query=Join(df_monsters_diepteintervallen, on='pkey_parent', using='pkey_monster'))\n",
    "\n",
    "    # merge the result with the previous result, to be able to link them to the soil location\n",
    "    df_obs = df_obs.merge(\n",
    "        df_monsters_diepteintervallen, left_on='pkey_parent', right_on='pkey_monster'\n",
    "    ).drop(\n",
    "        columns=['pkey_parents', 'pkey_monster']\n",
    "    )\n",
    "\n",
    "    if len(df_obs) > 0:\n",
    "        df_observaties = pd.concat([df_observaties, df_obs]).reset_index(drop=True)\n",
    "\n",
    "df_observaties"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can also group these queries into a function, which will allow us to easily reuse this with any given dataframe of soil locations (containing at least the column `pkey_bodemlocatie`):"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[000/000] .[000/001] .\n",
      "[000/001] .\n",
      "[000/000] .[000/001] .\n",
      "[000/001] .\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>pkey_observatie</th>\n",
       "      <th>pkey_parent</th>\n",
       "      <th>fenomeentijd</th>\n",
       "      <th>diepte_van_m</th>\n",
       "      <th>diepte_tot_m</th>\n",
       "      <th>parametergroep</th>\n",
       "      <th>parameter</th>\n",
       "      <th>detectieconditie</th>\n",
       "      <th>resultaat</th>\n",
       "      <th>eenheid</th>\n",
       "      <th>methode</th>\n",
       "      <th>uitvoerder</th>\n",
       "      <th>herkomst</th>\n",
       "      <th>pkey_bodemlocatie</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Enkele-ring-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Enkele-ring-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Open-end-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Enkele-ring-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat_Soakaway_methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Porchet-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat_Soakaway_methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Enkele-ring-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Open-end-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat_Soakaway_methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Porchet-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Open-end-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Porchet-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat_Soakaway_methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Open-end-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Porchet-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/monster/201...</td>\n",
       "      <td>2015-08-27</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_textuur</td>\n",
       "      <td>Textuurfracties (textuurmeting)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>%</td>\n",
       "      <td>Textuur pipetmethode Robinson-Köhn</td>\n",
       "      <td>NaN</td>\n",
       "      <td>LABO</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/monster/201...</td>\n",
       "      <td>2015-08-27</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_textuur</td>\n",
       "      <td>Textuurfracties (textuurmeting)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>%</td>\n",
       "      <td>Textuur pipetmethode Robinson-Köhn</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>LABO</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/monster/201...</td>\n",
       "      <td>2015-08-27</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_textuur</td>\n",
       "      <td>Textuur - granulometrisch - klassen bodemkarte...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>E - Klei</td>\n",
       "      <td>-</td>\n",
       "      <td>Textuur pipetmethode Robinson-Köhn</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>LABO</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/monster/201...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_textuur</td>\n",
       "      <td>Textuurfracties (textuurmeting)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>%</td>\n",
       "      <td>Textuur pipetmethode Robinson-Köhn</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>LABO</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/monster/201...</td>\n",
       "      <td>2015-08-27</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_textuur</td>\n",
       "      <td>Textuur - handmatig - klassen bodemkartering (...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A - Leem</td>\n",
       "      <td>-</td>\n",
       "      <td>Textuur manuele schatting (palpatie)</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>LABO</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                      pkey_observatie  \\\n",
       "0   https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "1   https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "2   https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "3   https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "4   https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "5   https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "6   https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "7   https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "8   https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "9   https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "10  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "11  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "12  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "13  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "14  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "15  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "16  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "17  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "18  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "19  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "20  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "\n",
       "                                          pkey_parent fenomeentijd  \\\n",
       "0   https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "1   https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "2   https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "3   https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "4   https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "5   https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "6   https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "7   https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "8   https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "9   https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "10  https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "11  https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "12  https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "13  https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "14  https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "15  https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "16  https://www.dov.vlaanderen.be/data/monster/201...   2015-08-27   \n",
       "17  https://www.dov.vlaanderen.be/data/monster/201...   2015-08-27   \n",
       "18  https://www.dov.vlaanderen.be/data/monster/201...   2015-08-27   \n",
       "19  https://www.dov.vlaanderen.be/data/monster/201...   2015-09-08   \n",
       "20  https://www.dov.vlaanderen.be/data/monster/201...   2015-08-27   \n",
       "\n",
       "   diepte_van_m diepte_tot_m         parametergroep  \\\n",
       "0           NaN          NaN    Bodem_fysisch_vocht   \n",
       "1           NaN          NaN    Bodem_fysisch_vocht   \n",
       "2           NaN          NaN    Bodem_fysisch_vocht   \n",
       "3           NaN          NaN    Bodem_fysisch_vocht   \n",
       "4           NaN          NaN    Bodem_fysisch_vocht   \n",
       "5           NaN          NaN    Bodem_fysisch_vocht   \n",
       "6           NaN          NaN    Bodem_fysisch_vocht   \n",
       "7           NaN          NaN    Bodem_fysisch_vocht   \n",
       "8           NaN          NaN    Bodem_fysisch_vocht   \n",
       "9           NaN          NaN    Bodem_fysisch_vocht   \n",
       "10          NaN          NaN    Bodem_fysisch_vocht   \n",
       "11          NaN          NaN    Bodem_fysisch_vocht   \n",
       "12          NaN          NaN    Bodem_fysisch_vocht   \n",
       "13          NaN          NaN    Bodem_fysisch_vocht   \n",
       "14          NaN          NaN    Bodem_fysisch_vocht   \n",
       "15          NaN          NaN    Bodem_fysisch_vocht   \n",
       "16          NaN          NaN  Bodem_fysisch_textuur   \n",
       "17          NaN          NaN  Bodem_fysisch_textuur   \n",
       "18          NaN          NaN  Bodem_fysisch_textuur   \n",
       "19          NaN          NaN  Bodem_fysisch_textuur   \n",
       "20          NaN          NaN  Bodem_fysisch_textuur   \n",
       "\n",
       "                                            parameter detectieconditie  \\\n",
       "0                                         Ksat (ksat)              NaN   \n",
       "1                                         Ksat (ksat)              NaN   \n",
       "2                                         Ksat (ksat)              NaN   \n",
       "3                                         Ksat (ksat)              NaN   \n",
       "4                                         Ksat (ksat)              NaN   \n",
       "5                                         Ksat (ksat)              NaN   \n",
       "6                                         Ksat (ksat)              NaN   \n",
       "7                                         Ksat (ksat)              NaN   \n",
       "8                                         Ksat (ksat)              NaN   \n",
       "9                                         Ksat (ksat)              NaN   \n",
       "10                                        Ksat (ksat)              NaN   \n",
       "11                                        Ksat (ksat)              NaN   \n",
       "12                                        Ksat (ksat)              NaN   \n",
       "13                                        Ksat (ksat)              NaN   \n",
       "14                                        Ksat (ksat)              NaN   \n",
       "15                                        Ksat (ksat)              NaN   \n",
       "16                    Textuurfracties (textuurmeting)              NaN   \n",
       "17                    Textuurfracties (textuurmeting)              NaN   \n",
       "18  Textuur - granulometrisch - klassen bodemkarte...              NaN   \n",
       "19                    Textuurfracties (textuurmeting)              NaN   \n",
       "20  Textuur - handmatig - klassen bodemkartering (...              NaN   \n",
       "\n",
       "   resultaat eenheid                               methode  \\\n",
       "0    0.00E00     m/s              Ksat Enkele-ring-methode   \n",
       "1    0.00E00     m/s              Ksat Enkele-ring-methode   \n",
       "2    0.00E00     m/s                 Ksat Open-end-methode   \n",
       "3    0.00E00     m/s              Ksat Enkele-ring-methode   \n",
       "4    0.00E00     m/s                 Ksat_Soakaway_methode   \n",
       "5    0.00E00     m/s                  Ksat Porchet-methode   \n",
       "6    0.00E00     m/s                 Ksat_Soakaway_methode   \n",
       "7    0.00E00     m/s              Ksat Enkele-ring-methode   \n",
       "8    0.00E00     m/s                 Ksat Open-end-methode   \n",
       "9    0.00E00     m/s                 Ksat_Soakaway_methode   \n",
       "10   0.00E00     m/s                  Ksat Porchet-methode   \n",
       "11   0.00E00     m/s                 Ksat Open-end-methode   \n",
       "12   0.00E00     m/s                  Ksat Porchet-methode   \n",
       "13   0.00E00     m/s                 Ksat_Soakaway_methode   \n",
       "14   0.00E00     m/s                 Ksat Open-end-methode   \n",
       "15   0.00E00     m/s                  Ksat Porchet-methode   \n",
       "16       NaN       %    Textuur pipetmethode Robinson-Köhn   \n",
       "17       NaN       %    Textuur pipetmethode Robinson-Köhn   \n",
       "18  E - Klei       -    Textuur pipetmethode Robinson-Köhn   \n",
       "19       NaN       %    Textuur pipetmethode Robinson-Köhn   \n",
       "20  A - Leem       -  Textuur manuele schatting (palpatie)   \n",
       "\n",
       "                        uitvoerder herkomst  \\\n",
       "0   Bodemkundige Dienst van België     VELD   \n",
       "1   Bodemkundige Dienst van België     VELD   \n",
       "2   Bodemkundige Dienst van België     VELD   \n",
       "3   Bodemkundige Dienst van België     VELD   \n",
       "4   Bodemkundige Dienst van België     VELD   \n",
       "5   Bodemkundige Dienst van België     VELD   \n",
       "6   Bodemkundige Dienst van België     VELD   \n",
       "7   Bodemkundige Dienst van België     VELD   \n",
       "8   Bodemkundige Dienst van België     VELD   \n",
       "9   Bodemkundige Dienst van België     VELD   \n",
       "10  Bodemkundige Dienst van België     VELD   \n",
       "11  Bodemkundige Dienst van België     VELD   \n",
       "12  Bodemkundige Dienst van België     VELD   \n",
       "13  Bodemkundige Dienst van België     VELD   \n",
       "14  Bodemkundige Dienst van België     VELD   \n",
       "15  Bodemkundige Dienst van België     VELD   \n",
       "16                             NaN     LABO   \n",
       "17  Bodemkundige Dienst van België     LABO   \n",
       "18  Bodemkundige Dienst van België     LABO   \n",
       "19  Bodemkundige Dienst van België     LABO   \n",
       "20  Bodemkundige Dienst van België     LABO   \n",
       "\n",
       "                                    pkey_bodemlocatie  \n",
       "0   https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "1   https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "2   https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "3   https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "4   https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "5   https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "6   https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "7   https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "8   https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "9   https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "10  https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "11  https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "12  https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "13  https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "14  https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "15  https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "16  https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "17  https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "18  https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "19  https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "20  https://www.dov.vlaanderen.be/data/bodemlocati...  "
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "def search_all_observations(df_bodemlocaties):\n",
    "    df_observaties = pd.DataFrame()\n",
    "\n",
    "    ## Direct observations\n",
    "\n",
    "    # find observations linked directly to the soil location\n",
    "    df_obs = observatie.search(\n",
    "        query=Join(df_bodemlocaties, on='pkey_parent', using='pkey_bodemlocatie')\n",
    "    )\n",
    "\n",
    "    # in this case, the parent is the soil location\n",
    "    df_obs['pkey_bodemlocatie'] = df_obs['pkey_parent']\n",
    "\n",
    "    # add these observations to the dataframe with observations\n",
    "    df_observaties = pd.concat([df_observaties, df_obs]).reset_index(drop=True)\n",
    "\n",
    "\n",
    "    ## Observations linked to depth intervals\n",
    "\n",
    "    # find all depth intervals linked to the soil location\n",
    "    df_diepteintervallen = bodemdiepteinterval.search(\n",
    "        query=Join(df_bodemlocaties, on='pkey_bodemlocatie'),\n",
    "        return_fields=('pkey_diepteinterval','pkey_bodemlocatie',)\n",
    "    )\n",
    "\n",
    "    if len(df_diepteintervallen) > 0:\n",
    "\n",
    "        # find all observations linked to the depth intervals\n",
    "        df_obs = observatie.search(query=Join(df_diepteintervallen, on='pkey_parent', using='pkey_diepteinterval'))\n",
    "\n",
    "        # merge the result with the depth intervals, to be able to link the observations with the soil location\n",
    "        df_obs = df_obs.merge(\n",
    "            df_diepteintervallen, left_on='pkey_parent', right_on='pkey_diepteinterval'\n",
    "        ).drop(\n",
    "            columns=('pkey_diepteinterval')\n",
    "        )\n",
    "\n",
    "        if len(df_obs) > 0:\n",
    "            df_observaties = pd.concat([df_observaties, df_obs]).reset_index(drop=True)\n",
    "\n",
    "\n",
    "    ## Observations linked to samples\n",
    "\n",
    "    # find all samples linked to the soil location\n",
    "    df_monsters = monster.search(\n",
    "        query=FuzzyJoin(df_bodemlocaties, on='pkey_parents', using='pkey_bodemlocatie'),\n",
    "        return_fields=('pkey_monster', 'pkey_parents')\n",
    "    )\n",
    "\n",
    "    # take the first soil location from the sample's parents as the linked soil location\n",
    "    df_monsters['pkey_bodemlocatie'] = df_monsters['pkey_parents'].apply(lambda x: [i for i in x if 'bodemlocatie' in i][0])\n",
    "\n",
    "    if len(df_monsters) > 0:\n",
    "\n",
    "        # find all observations linked to samples\n",
    "        df_obs = observatie.search(query=Join(df_monsters, on='pkey_parent', using='pkey_monster'))\n",
    "\n",
    "        # merge the result with the samples, to be able to link them to their soil location\n",
    "        df_obs = df_obs.merge(\n",
    "            df_monsters, left_on='pkey_parent', right_on='pkey_monster'\n",
    "        ).drop(\n",
    "            columns=['pkey_parents', 'pkey_monster']\n",
    "        )\n",
    "\n",
    "        if len(df_obs) > 0:\n",
    "            df_observaties = pd.concat([df_observaties, df_obs]).reset_index(drop=True)\n",
    "\n",
    "\n",
    "    ## Observations linked to samples linked to depth intervals\n",
    "\n",
    "    # find all samples linked to a depth interval\n",
    "    df_monsters_diepteintervallen = monster.search(\n",
    "        query=FuzzyJoin(df_diepteintervallen, on='pkey_parents', using='pkey_diepteinterval'),\n",
    "        return_fields=('pkey_monster', 'pkey_parents')\n",
    "    )\n",
    "\n",
    "    # take the first depth interval from the sample's parents as the linked depth interval\n",
    "    df_monsters_diepteintervallen['pkey_diepteinterval'] = df_monsters_diepteintervallen['pkey_parents'].apply(lambda x: [i for i in x if 'diepteinterval' in i][0])\n",
    "\n",
    "    # merge the result with the depth interval to be able to link them to the soil location\n",
    "    df_monsters_diepteintervallen = df_monsters_diepteintervallen.merge(\n",
    "        df_diepteintervallen, on='pkey_diepteinterval'\n",
    "    ).drop(\n",
    "        columns=('pkey_diepteinterval')\n",
    "    )\n",
    "\n",
    "    if len(df_monsters_diepteintervallen) > 0:\n",
    "\n",
    "        # find all observations linked to the samples\n",
    "        df_obs = observatie.search(query=Join(df_monsters_diepteintervallen, on='pkey_parent', using='pkey_monster'))\n",
    "\n",
    "        # merge the result with the previous result, to be able to link them to the soil location\n",
    "        df_obs = df_obs.merge(\n",
    "            df_monsters_diepteintervallen, left_on='pkey_parent', right_on='pkey_monster'\n",
    "        ).drop(\n",
    "            columns=['pkey_parents', 'pkey_monster']\n",
    "        )\n",
    "\n",
    "        if len(df_obs) > 0:\n",
    "            df_observaties = pd.concat([df_observaties, df_obs]).reset_index(drop=True)\n",
    "\n",
    "    return df_observaties\n",
    "\n",
    "search_all_observations(df_bodemlocaties)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Find all soil locations with a given soil classification"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Get all soil locations with a given soil classification:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[000/001] .\n",
      "[000/001] .\n",
      "[000/010] ..........\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>pkey_bodemlocatie</th>\n",
       "      <th>pkey_bodemsite</th>\n",
       "      <th>naam</th>\n",
       "      <th>type</th>\n",
       "      <th>waarnemingsdatum</th>\n",
       "      <th>doel</th>\n",
       "      <th>x</th>\n",
       "      <th>y</th>\n",
       "      <th>mv_mtaw</th>\n",
       "      <th>erfgoed</th>\n",
       "      <th>bodemstreek</th>\n",
       "      <th>invoerdatum</th>\n",
       "      <th>educatieve_waarde</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemsite/2...</td>\n",
       "      <td>HAAST_16</td>\n",
       "      <td>profielput</td>\n",
       "      <td>2015-04-16</td>\n",
       "      <td>archeologische landschappelijke profielputten</td>\n",
       "      <td>248905.67</td>\n",
       "      <td>200391.29</td>\n",
       "      <td>32.88</td>\n",
       "      <td>True</td>\n",
       "      <td>Kempen</td>\n",
       "      <td>2015-04-16</td>\n",
       "      <td>ZEER</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>KART_PROF_071E/28</td>\n",
       "      <td>profielput</td>\n",
       "      <td>1960-09-30</td>\n",
       "      <td>bodemprofielen en oppervlaktemonsters karterin...</td>\n",
       "      <td>129724.00</td>\n",
       "      <td>186794.00</td>\n",
       "      <td>7.00</td>\n",
       "      <td>False</td>\n",
       "      <td>Zandstreek</td>\n",
       "      <td>2019-10-11</td>\n",
       "      <td>OK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>KART_PROF_071E/24</td>\n",
       "      <td>profielput</td>\n",
       "      <td>1960-09-29</td>\n",
       "      <td>bodemprofielen en oppervlaktemonsters karterin...</td>\n",
       "      <td>128409.00</td>\n",
       "      <td>185764.00</td>\n",
       "      <td>5.00</td>\n",
       "      <td>False</td>\n",
       "      <td>Zandleemstreek</td>\n",
       "      <td>2019-10-11</td>\n",
       "      <td>OK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>KART_PROF_071E/21</td>\n",
       "      <td>profielput</td>\n",
       "      <td>1960-09-28</td>\n",
       "      <td>bodemprofielen en oppervlaktemonsters karterin...</td>\n",
       "      <td>127729.00</td>\n",
       "      <td>185179.00</td>\n",
       "      <td>5.00</td>\n",
       "      <td>False</td>\n",
       "      <td>Zandleemstreek</td>\n",
       "      <td>2019-10-11</td>\n",
       "      <td>OK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>KART_OPP_053W/030</td>\n",
       "      <td>boring</td>\n",
       "      <td>1968-01-01</td>\n",
       "      <td>bodemprofielen en oppervlaktemonsters karterin...</td>\n",
       "      <td>73845.00</td>\n",
       "      <td>195091.00</td>\n",
       "      <td>-9999.00</td>\n",
       "      <td>False</td>\n",
       "      <td>Kunstmatige gronden</td>\n",
       "      <td>2019-10-12</td>\n",
       "      <td>OK</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                   pkey_bodemlocatie  \\\n",
       "0  https://www.dov.vlaanderen.be/data/bodemlocati...   \n",
       "1  https://www.dov.vlaanderen.be/data/bodemlocati...   \n",
       "2  https://www.dov.vlaanderen.be/data/bodemlocati...   \n",
       "3  https://www.dov.vlaanderen.be/data/bodemlocati...   \n",
       "4  https://www.dov.vlaanderen.be/data/bodemlocati...   \n",
       "\n",
       "                                      pkey_bodemsite               naam  \\\n",
       "0  https://www.dov.vlaanderen.be/data/bodemsite/2...           HAAST_16   \n",
       "1                                                NaN  KART_PROF_071E/28   \n",
       "2                                                NaN  KART_PROF_071E/24   \n",
       "3                                                NaN  KART_PROF_071E/21   \n",
       "4                                                NaN  KART_OPP_053W/030   \n",
       "\n",
       "         type waarnemingsdatum  \\\n",
       "0  profielput       2015-04-16   \n",
       "1  profielput       1960-09-30   \n",
       "2  profielput       1960-09-29   \n",
       "3  profielput       1960-09-28   \n",
       "4      boring       1968-01-01   \n",
       "\n",
       "                                                doel          x          y  \\\n",
       "0      archeologische landschappelijke profielputten  248905.67  200391.29   \n",
       "1  bodemprofielen en oppervlaktemonsters karterin...  129724.00  186794.00   \n",
       "2  bodemprofielen en oppervlaktemonsters karterin...  128409.00  185764.00   \n",
       "3  bodemprofielen en oppervlaktemonsters karterin...  127729.00  185179.00   \n",
       "4  bodemprofielen en oppervlaktemonsters karterin...   73845.00  195091.00   \n",
       "\n",
       "   mv_mtaw  erfgoed          bodemstreek invoerdatum educatieve_waarde  \n",
       "0    32.88     True               Kempen  2015-04-16              ZEER  \n",
       "1     7.00    False           Zandstreek  2019-10-11                OK  \n",
       "2     5.00    False       Zandleemstreek  2019-10-11                OK  \n",
       "3     5.00    False       Zandleemstreek  2019-10-11                OK  \n",
       "4 -9999.00    False  Kunstmatige gronden  2019-10-12                OK  "
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from owslib.fes2 import PropertyIsEqualTo\n",
    "from pydov.util.query import Join\n",
    "\n",
    "from pydov.search.bodemclassificatie import BodemclassificatieSearch\n",
    "from pydov.search.bodemlocatie import BodemlocatieSearch\n",
    "\n",
    "bodemclassificatie = BodemclassificatieSearch()\n",
    "bl_Scbz = bodemclassificatie.search(query=PropertyIsEqualTo('bodemtype', 'Scbz'), return_fields=['pkey_bodemlocatie'])\n",
    "\n",
    "bodemlocatie = BodemlocatieSearch()\n",
    "bl = bodemlocatie.search(query=Join(bl_Scbz, 'pkey_bodemlocatie'))\n",
    "bl.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can also get their observations, using the function we defined earlier:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[000/001] .\n",
      "[000/001] .\n",
      "[000/001] .\n",
      "[000/001] .\n",
      "[000/001] .\n",
      "[000/001] .\n",
      "[000/001] .\n"
     ]
    },
    {
     "data": {
      "text/html": [
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       "\n",
       "    .dataframe tbody tr th {\n",
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>pkey_observatie</th>\n",
       "      <th>pkey_parent</th>\n",
       "      <th>fenomeentijd</th>\n",
       "      <th>diepte_van_m</th>\n",
       "      <th>diepte_tot_m</th>\n",
       "      <th>parametergroep</th>\n",
       "      <th>parameter</th>\n",
       "      <th>detectieconditie</th>\n",
       "      <th>resultaat</th>\n",
       "      <th>eenheid</th>\n",
       "      <th>methode</th>\n",
       "      <th>uitvoerder</th>\n",
       "      <th>herkomst</th>\n",
       "      <th>pkey_bodemlocatie</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodemanalyse parameters</td>\n",
       "      <td>vegetatie (vegetatie)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>gras</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Onbekend</td>\n",
       "      <td>NaN</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "      <td>1960-09-30</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_terrein</td>\n",
       "      <td>Vegetatie (vegetatie)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Aardappel (Solanum tuberosum)</td>\n",
       "      <td>-</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Appelmans, Frans</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "      <td>1960-09-30</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Drainage Aardewerk - interne drainage (drainag...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Di2 - langzaam</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Terreinobservatie Belgische bodemkartering</td>\n",
       "      <td>Appelmans, Frans</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "      <td>1960-09-30</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Drainage Aardewerk - oppervlakkige drainage (d...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Dr2 - langzaam</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Terreinobservatie Belgische bodemkartering</td>\n",
       "      <td>Appelmans, Frans</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "      <td>1960-09-30</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_terrein</td>\n",
       "      <td>Geologische aard - afzettingswijze laag 1 (geo...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>st - stuif- / verstoven</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Terreinobservatie Belgische bodemkartering</td>\n",
       "      <td>Appelmans, Frans</td>\n",
       "      <td>VELD</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                     pkey_observatie  \\\n",
       "0  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "1  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "2  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "3  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "4  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "\n",
       "                                         pkey_parent fenomeentijd  \\\n",
       "0  https://www.dov.vlaanderen.be/data/bodemlocati...          NaN   \n",
       "1  https://www.dov.vlaanderen.be/data/bodemlocati...   1960-09-30   \n",
       "2  https://www.dov.vlaanderen.be/data/bodemlocati...   1960-09-30   \n",
       "3  https://www.dov.vlaanderen.be/data/bodemlocati...   1960-09-30   \n",
       "4  https://www.dov.vlaanderen.be/data/bodemlocati...   1960-09-30   \n",
       "\n",
       "   diepte_van_m  diepte_tot_m           parametergroep  \\\n",
       "0           NaN           NaN  Bodemanalyse parameters   \n",
       "1           NaN           NaN            Bodem_terrein   \n",
       "2           NaN           NaN      Bodem_fysisch_vocht   \n",
       "3           NaN           NaN      Bodem_fysisch_vocht   \n",
       "4           NaN           NaN            Bodem_terrein   \n",
       "\n",
       "                                           parameter  detectieconditie  \\\n",
       "0                              vegetatie (vegetatie)               NaN   \n",
       "1                              Vegetatie (vegetatie)               NaN   \n",
       "2  Drainage Aardewerk - interne drainage (drainag...               NaN   \n",
       "3  Drainage Aardewerk - oppervlakkige drainage (d...               NaN   \n",
       "4  Geologische aard - afzettingswijze laag 1 (geo...               NaN   \n",
       "\n",
       "                       resultaat eenheid  \\\n",
       "0                           gras     NaN   \n",
       "1  Aardappel (Solanum tuberosum)       -   \n",
       "2                 Di2 - langzaam     NaN   \n",
       "3                 Dr2 - langzaam     NaN   \n",
       "4        st - stuif- / verstoven     NaN   \n",
       "\n",
       "                                      methode        uitvoerder herkomst  \\\n",
       "0                                    Onbekend               NaN     VELD   \n",
       "1                                         NaN  Appelmans, Frans     VELD   \n",
       "2  Terreinobservatie Belgische bodemkartering  Appelmans, Frans     VELD   \n",
       "3  Terreinobservatie Belgische bodemkartering  Appelmans, Frans     VELD   \n",
       "4  Terreinobservatie Belgische bodemkartering  Appelmans, Frans     VELD   \n",
       "\n",
       "                                   pkey_bodemlocatie  \n",
       "0  https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "1  https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "2  https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "3  https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "4  https://www.dov.vlaanderen.be/data/bodemlocati...  "
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "obs = search_all_observations(bl)\n",
    "obs.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Get all depth intervals and observations from a soil location"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[000/001] .\n",
      "[000/001] .\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>pkey_diepteinterval</th>\n",
       "      <th>pkey_bodemopbouw</th>\n",
       "      <th>pkey_bodemlocatie</th>\n",
       "      <th>nr</th>\n",
       "      <th>type</th>\n",
       "      <th>naam</th>\n",
       "      <th>bovengrens1_cm</th>\n",
       "      <th>bovengrens2_cm</th>\n",
       "      <th>ondergrens1_cm</th>\n",
       "      <th>ondergrens2_cm</th>\n",
       "      <th>ondergrens_bereikt</th>\n",
       "      <th>grensduidelijkheid</th>\n",
       "      <th>grensregelmatigheid</th>\n",
       "      <th>beschrijving</th>\n",
       "      <th>x</th>\n",
       "      <th>y</th>\n",
       "      <th>mv_mtaw</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemopbouw...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "      <td>1</td>\n",
       "      <td>horizont</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NVT</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-</td>\n",
       "      <td>129586.0</td>\n",
       "      <td>182459.0</td>\n",
       "      <td>30.7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemopbouw...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "      <td>2</td>\n",
       "      <td>horizont</td>\n",
       "      <td>NaN</td>\n",
       "      <td>10.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NVT</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-</td>\n",
       "      <td>129586.0</td>\n",
       "      <td>182459.0</td>\n",
       "      <td>30.7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemopbouw...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "      <td>3</td>\n",
       "      <td>horizont</td>\n",
       "      <td>NaN</td>\n",
       "      <td>40.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>85.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NVT</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>horizont gebruikt voor infiltratiemetingen</td>\n",
       "      <td>129586.0</td>\n",
       "      <td>182459.0</td>\n",
       "      <td>30.7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemopbouw...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "      <td>4</td>\n",
       "      <td>horizont</td>\n",
       "      <td>NaN</td>\n",
       "      <td>85.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>130.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NVT</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-</td>\n",
       "      <td>129586.0</td>\n",
       "      <td>182459.0</td>\n",
       "      <td>30.7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemopbouw...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "      <td>5</td>\n",
       "      <td>horizont</td>\n",
       "      <td>NaN</td>\n",
       "      <td>130.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>200.0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NEE</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>-</td>\n",
       "      <td>129586.0</td>\n",
       "      <td>182459.0</td>\n",
       "      <td>30.7</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                 pkey_diepteinterval  \\\n",
       "0  https://www.dov.vlaanderen.be/data/bodemdiepte...   \n",
       "1  https://www.dov.vlaanderen.be/data/bodemdiepte...   \n",
       "2  https://www.dov.vlaanderen.be/data/bodemdiepte...   \n",
       "3  https://www.dov.vlaanderen.be/data/bodemdiepte...   \n",
       "4  https://www.dov.vlaanderen.be/data/bodemdiepte...   \n",
       "\n",
       "                                    pkey_bodemopbouw  \\\n",
       "0  https://www.dov.vlaanderen.be/data/bodemopbouw...   \n",
       "1  https://www.dov.vlaanderen.be/data/bodemopbouw...   \n",
       "2  https://www.dov.vlaanderen.be/data/bodemopbouw...   \n",
       "3  https://www.dov.vlaanderen.be/data/bodemopbouw...   \n",
       "4  https://www.dov.vlaanderen.be/data/bodemopbouw...   \n",
       "\n",
       "                                   pkey_bodemlocatie  nr      type  naam  \\\n",
       "0  https://www.dov.vlaanderen.be/data/bodemlocati...   1  horizont   NaN   \n",
       "1  https://www.dov.vlaanderen.be/data/bodemlocati...   2  horizont   NaN   \n",
       "2  https://www.dov.vlaanderen.be/data/bodemlocati...   3  horizont   NaN   \n",
       "3  https://www.dov.vlaanderen.be/data/bodemlocati...   4  horizont   NaN   \n",
       "4  https://www.dov.vlaanderen.be/data/bodemlocati...   5  horizont   NaN   \n",
       "\n",
       "   bovengrens1_cm  bovengrens2_cm  ondergrens1_cm  ondergrens2_cm  \\\n",
       "0             0.0             NaN            10.0             NaN   \n",
       "1            10.0             NaN            40.0             NaN   \n",
       "2            40.0             NaN            85.0             NaN   \n",
       "3            85.0             NaN           130.0             NaN   \n",
       "4           130.0             NaN           200.0             NaN   \n",
       "\n",
       "  ondergrens_bereikt  grensduidelijkheid  grensregelmatigheid  \\\n",
       "0                NVT                 NaN                  NaN   \n",
       "1                NVT                 NaN                  NaN   \n",
       "2                NVT                 NaN                  NaN   \n",
       "3                NVT                 NaN                  NaN   \n",
       "4                NEE                 NaN                  NaN   \n",
       "\n",
       "                                 beschrijving         x         y  mv_mtaw  \n",
       "0                                           -  129586.0  182459.0     30.7  \n",
       "1                                           -  129586.0  182459.0     30.7  \n",
       "2  horizont gebruikt voor infiltratiemetingen  129586.0  182459.0     30.7  \n",
       "3                                           -  129586.0  182459.0     30.7  \n",
       "4                                           -  129586.0  182459.0     30.7  "
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from pydov.search.bodemlocatie import BodemlocatieSearch\n",
    "from pydov.search.bodemdiepteinterval import BodemdiepteintervalSearch\n",
    "from pydov.util.query import Join\n",
    "from owslib.fes2 import PropertyIsEqualTo\n",
    "\n",
    "bodemlocatie = BodemlocatieSearch()\n",
    "bodemdiepteinterval = BodemdiepteintervalSearch()\n",
    "\n",
    "bodemlocaties = bodemlocatie.search(query=PropertyIsEqualTo(propertyname='naam', literal='VMM_INF_52'),\n",
    "                                    return_fields=('pkey_bodemlocatie',))\n",
    "\n",
    "bodemdiepteintervallen = bodemdiepteinterval.search(\n",
    "    query=Join(bodemlocaties, on='pkey_bodemlocatie'))\n",
    "bodemdiepteintervallen"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "And get their observations:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[000/001] .\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
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       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>pkey_observatie</th>\n",
       "      <th>pkey_parent</th>\n",
       "      <th>fenomeentijd</th>\n",
       "      <th>diepte_van_m</th>\n",
       "      <th>diepte_tot_m</th>\n",
       "      <th>parametergroep</th>\n",
       "      <th>parameter</th>\n",
       "      <th>detectieconditie</th>\n",
       "      <th>resultaat</th>\n",
       "      <th>eenheid</th>\n",
       "      <th>methode</th>\n",
       "      <th>uitvoerder</th>\n",
       "      <th>herkomst</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Enkele-ring-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Enkele-ring-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Open-end-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat Enkele-ring-methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemdiepte...</td>\n",
       "      <td>2015-09-08</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_fysisch_vocht</td>\n",
       "      <td>Ksat (ksat)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.00E00</td>\n",
       "      <td>m/s</td>\n",
       "      <td>Ksat_Soakaway_methode</td>\n",
       "      <td>Bodemkundige Dienst van België</td>\n",
       "      <td>VELD</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                     pkey_observatie  \\\n",
       "0  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "1  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "2  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "3  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "4  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "\n",
       "                                         pkey_parent fenomeentijd  \\\n",
       "0  https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "1  https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "2  https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "3  https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "4  https://www.dov.vlaanderen.be/data/bodemdiepte...   2015-09-08   \n",
       "\n",
       "   diepte_van_m  diepte_tot_m       parametergroep    parameter  \\\n",
       "0           NaN           NaN  Bodem_fysisch_vocht  Ksat (ksat)   \n",
       "1           NaN           NaN  Bodem_fysisch_vocht  Ksat (ksat)   \n",
       "2           NaN           NaN  Bodem_fysisch_vocht  Ksat (ksat)   \n",
       "3           NaN           NaN  Bodem_fysisch_vocht  Ksat (ksat)   \n",
       "4           NaN           NaN  Bodem_fysisch_vocht  Ksat (ksat)   \n",
       "\n",
       "   detectieconditie resultaat eenheid                   methode  \\\n",
       "0               NaN   0.00E00     m/s  Ksat Enkele-ring-methode   \n",
       "1               NaN   0.00E00     m/s  Ksat Enkele-ring-methode   \n",
       "2               NaN   0.00E00     m/s     Ksat Open-end-methode   \n",
       "3               NaN   0.00E00     m/s  Ksat Enkele-ring-methode   \n",
       "4               NaN   0.00E00     m/s     Ksat_Soakaway_methode   \n",
       "\n",
       "                       uitvoerder herkomst  \n",
       "0  Bodemkundige Dienst van België     VELD  \n",
       "1  Bodemkundige Dienst van België     VELD  \n",
       "2  Bodemkundige Dienst van België     VELD  \n",
       "3  Bodemkundige Dienst van België     VELD  \n",
       "4  Bodemkundige Dienst van België     VELD  "
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# direct observaties linked to diepteintervallen\n",
    "df_observaties = observatie.search(query=Join(bodemdiepteintervallen, on='pkey_parent', using='pkey_diepteinterval'))\n",
    "df_observaties.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Find all bodemlocaties where observations exist for organic carbon percentage in Geraardsbergen between 0 and 30 cm deep"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Get boundaries of Geraardsbergen by using a WFS"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [],
   "source": [
    "from owslib.etree import etree\n",
    "from owslib.wfs import WebFeatureService\n",
    "from pydov.util.location import (\n",
    "    GmlFilter,\n",
    "    Within,\n",
    ")\n",
    "\n",
    "from owslib.fes import PropertyIsEqualTo\n",
    "\n",
    "gemeentegrenzen = WebFeatureService(\n",
    "    'https://geo.api.vlaanderen.be/VRBG/wfs',\n",
    "    version='1.1.0')\n",
    "\n",
    "gemeente_filter = PropertyIsEqualTo(propertyname='NAAM', literal='Geraardsbergen')\n",
    "gemeente_poly = gemeentegrenzen.getfeature(\n",
    "    typename='VRBG:Refgem',\n",
    "    filter=etree.tostring(gemeente_filter.toXML()).decode(\"utf8\"),\n",
    "    outputFormat='text/xml; subtype=gml/3.2').read()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Get bodemobservaties in Geraardsbergen with the requested properties:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[000/001] .\n",
      "[000/309] ..................................................\n",
      "[050/309] ..................................................\n",
      "[100/309] ..................................................\n",
      "[150/309] ..................................................\n",
      "[200/309] ..................................................\n",
      "[250/309] ..................................................\n",
      "[300/309] .........\n",
      "[000/000] .[000/001] .\n",
      "[000/000] .[000/001] .\n",
      "[000/001] .\n",
      "[000/001] .\n",
      "[000/001] .\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>pkey_observatie</th>\n",
       "      <th>pkey_parent</th>\n",
       "      <th>fenomeentijd</th>\n",
       "      <th>diepte_van_m</th>\n",
       "      <th>diepte_tot_m</th>\n",
       "      <th>parametergroep</th>\n",
       "      <th>parameter</th>\n",
       "      <th>detectieconditie</th>\n",
       "      <th>resultaat</th>\n",
       "      <th>eenheid</th>\n",
       "      <th>methode</th>\n",
       "      <th>uitvoerder</th>\n",
       "      <th>herkomst</th>\n",
       "      <th>pkey_bodemlocatie</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/monster/202...</td>\n",
       "      <td>2021-04-03</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_chemisch</td>\n",
       "      <td>Organische C - percentage (organische_c_perc)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.11</td>\n",
       "      <td>%</td>\n",
       "      <td>TOC by CN analyser na verwijderen anorganische C</td>\n",
       "      <td>Universiteit Gent, Department of Green Chemist...</td>\n",
       "      <td>LABO</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/monster/202...</td>\n",
       "      <td>2021-04-03</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_chemisch</td>\n",
       "      <td>Organische C - percentage (organische_c_perc)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.46</td>\n",
       "      <td>%</td>\n",
       "      <td>TOC by CN analyser na verwijderen anorganische C</td>\n",
       "      <td>Universiteit Gent, Department of Green Chemist...</td>\n",
       "      <td>LABO</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/monster/202...</td>\n",
       "      <td>2021-04-03</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_chemisch</td>\n",
       "      <td>Organische C - percentage (organische_c_perc)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.65</td>\n",
       "      <td>%</td>\n",
       "      <td>TOC by CN analyser na verwijderen anorganische C</td>\n",
       "      <td>Universiteit Gent, Department of Green Chemist...</td>\n",
       "      <td>LABO</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/monster/202...</td>\n",
       "      <td>2021-04-03</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_chemisch</td>\n",
       "      <td>Organische C - percentage (organische_c_perc)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.82</td>\n",
       "      <td>%</td>\n",
       "      <td>TOC by CN analyser na verwijderen anorganische C</td>\n",
       "      <td>Universiteit Gent, Department of Green Chemist...</td>\n",
       "      <td>LABO</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/monster/202...</td>\n",
       "      <td>2021-04-03</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_chemisch</td>\n",
       "      <td>Organische C - percentage (organische_c_perc)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.75</td>\n",
       "      <td>%</td>\n",
       "      <td>TOC by CN analyser na verwijderen anorganische C</td>\n",
       "      <td>Universiteit Gent, Department of Green Chemist...</td>\n",
       "      <td>LABO</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                     pkey_observatie  \\\n",
       "0  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "1  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "2  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "3  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "4  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "\n",
       "                                         pkey_parent fenomeentijd  \\\n",
       "0  https://www.dov.vlaanderen.be/data/monster/202...   2021-04-03   \n",
       "1  https://www.dov.vlaanderen.be/data/monster/202...   2021-04-03   \n",
       "2  https://www.dov.vlaanderen.be/data/monster/202...   2021-04-03   \n",
       "3  https://www.dov.vlaanderen.be/data/monster/202...   2021-04-03   \n",
       "4  https://www.dov.vlaanderen.be/data/monster/202...   2021-04-03   \n",
       "\n",
       "  diepte_van_m diepte_tot_m  parametergroep  \\\n",
       "0          NaN          NaN  Bodem_chemisch   \n",
       "1          NaN          NaN  Bodem_chemisch   \n",
       "2          NaN          NaN  Bodem_chemisch   \n",
       "3          NaN          NaN  Bodem_chemisch   \n",
       "4          NaN          NaN  Bodem_chemisch   \n",
       "\n",
       "                                       parameter detectieconditie resultaat  \\\n",
       "0  Organische C - percentage (organische_c_perc)              NaN      2.11   \n",
       "1  Organische C - percentage (organische_c_perc)              NaN      2.46   \n",
       "2  Organische C - percentage (organische_c_perc)              NaN      3.65   \n",
       "3  Organische C - percentage (organische_c_perc)              NaN      2.82   \n",
       "4  Organische C - percentage (organische_c_perc)              NaN      0.75   \n",
       "\n",
       "  eenheid                                           methode  \\\n",
       "0       %  TOC by CN analyser na verwijderen anorganische C   \n",
       "1       %  TOC by CN analyser na verwijderen anorganische C   \n",
       "2       %  TOC by CN analyser na verwijderen anorganische C   \n",
       "3       %  TOC by CN analyser na verwijderen anorganische C   \n",
       "4       %  TOC by CN analyser na verwijderen anorganische C   \n",
       "\n",
       "                                          uitvoerder herkomst  \\\n",
       "0  Universiteit Gent, Department of Green Chemist...     LABO   \n",
       "1  Universiteit Gent, Department of Green Chemist...     LABO   \n",
       "2  Universiteit Gent, Department of Green Chemist...     LABO   \n",
       "3  Universiteit Gent, Department of Green Chemist...     LABO   \n",
       "4  Universiteit Gent, Department of Green Chemist...     LABO   \n",
       "\n",
       "                                   pkey_bodemlocatie  \n",
       "0  https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "1  https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "2  https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "3  https://www.dov.vlaanderen.be/data/bodemlocati...  \n",
       "4  https://www.dov.vlaanderen.be/data/bodemlocati...  "
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "\n",
    "from owslib.fes2 import PropertyIsEqualTo, PropertyIsGreaterThanOrEqualTo, PropertyIsLessThanOrEqualTo\n",
    "from owslib.fes2 import And\n",
    "\n",
    "from pydov.util.query import Join, FuzzyJoin\n",
    "\n",
    "from pydov.search.bodemlocatie import BodemlocatieSearch\n",
    "from pydov.search.bodemdiepteinterval import BodemdiepteintervalSearch\n",
    "from pydov.search.observatie import ObservatieSearch\n",
    "from pydov.search.monster import MonsterSearch\n",
    "\n",
    "bodemlocatie = BodemlocatieSearch()\n",
    "diepteinterval = BodemdiepteintervalSearch()\n",
    "observatie = ObservatieSearch()\n",
    "monster = MonsterSearch()\n",
    "\n",
    "df_observaties = pd.DataFrame()\n",
    "\n",
    "df_bodemlocaties = bodemlocatie.search(\n",
    "    location=GmlFilter(gemeente_poly, Within)\n",
    ")\n",
    "\n",
    "parameter_name = 'Organische C - percentage (organische_c_perc)'\n",
    "\n",
    "## Direct observations\n",
    "\n",
    "# find observations linked directly to the soil location\n",
    "df_obs = observatie.search(\n",
    "    query=And([\n",
    "        Join(df_bodemlocaties, on='pkey_parent', using='pkey_bodemlocatie'),\n",
    "        PropertyIsEqualTo('parameter', parameter_name),\n",
    "        PropertyIsGreaterThanOrEqualTo('diepte_van_m', '0'),\n",
    "        PropertyIsLessThanOrEqualTo('diepte_tot_m', '0.3')\n",
    "    ])\n",
    ")\n",
    "\n",
    "# in this case, the parent is the soil location\n",
    "df_obs['pkey_bodemlocatie'] = df_obs['pkey_parent']\n",
    "\n",
    "# add these observations to the dataframe with observations\n",
    "df_observaties = pd.concat([df_observaties, df_obs]).reset_index(drop=True)\n",
    "\n",
    "## Observations linked to depth intervals\n",
    "\n",
    "df_diepteintervallen = diepteinterval.search(\n",
    "    query=And([\n",
    "        Join(df_bodemlocaties, on='pkey_bodemlocatie'),\n",
    "        PropertyIsGreaterThanOrEqualTo('bovengrens1_cm', '0'),\n",
    "        PropertyIsLessThanOrEqualTo('ondergrens1_cm', '30')\n",
    "    ]),\n",
    "    return_fields=('pkey_diepteinterval', 'pkey_bodemlocatie')\n",
    ")\n",
    "\n",
    "if len(df_diepteintervallen) > 0:\n",
    "\n",
    "    # find all observations linked to the depth intervals\n",
    "    df_obs = observatie.search(\n",
    "        query=And([\n",
    "            Join(df_diepteintervallen, on='pkey_parent', using='pkey_diepteinterval'),\n",
    "            PropertyIsEqualTo('parameter', parameter_name)\n",
    "        ])\n",
    "    )\n",
    "\n",
    "    # merge the result with the depth intervals, to be able to link the observations with the soil location\n",
    "    df_obs = df_obs.merge(\n",
    "        df_diepteintervallen, left_on='pkey_parent', right_on='pkey_diepteinterval'\n",
    "    ).drop(\n",
    "        columns=('pkey_diepteinterval')\n",
    "    )\n",
    "\n",
    "    if len(df_obs) > 0:\n",
    "        df_observaties = pd.concat([df_observaties, df_obs]).reset_index(drop=True)\n",
    "\n",
    "\n",
    "## Observations linked to samples\n",
    "\n",
    "df_monsters = monster.search(\n",
    "    query=And([\n",
    "         FuzzyJoin(df_bodemlocaties, on='pkey_parents', using='pkey_bodemlocatie'),\n",
    "         PropertyIsGreaterThanOrEqualTo(propertyname=\"diepte_van_m\", literal = '0'),\n",
    "         PropertyIsLessThanOrEqualTo(propertyname=\"diepte_tot_m\", literal = '0.30')\n",
    "    ]),\n",
    "    return_fields=('pkey_monster', 'pkey_parents')\n",
    ")\n",
    "\n",
    "# take the first soil location from the sample's parents as the linked soil location\n",
    "df_monsters['pkey_bodemlocatie'] = df_monsters['pkey_parents'].apply(lambda x: [i for i in x if 'bodemlocatie' in i][0])\n",
    "\n",
    "if len(df_monsters) > 0:\n",
    "\n",
    "    # find all observations linked to samples\n",
    "    df_obs = observatie.search(\n",
    "        query=And([\n",
    "            Join(df_monsters, on='pkey_parent', using='pkey_monster'),\n",
    "            PropertyIsEqualTo('parameter', parameter_name)\n",
    "        ])\n",
    "    )\n",
    "\n",
    "    # merge the result with the samples, to be able to link them to their soil location\n",
    "    df_obs = df_obs.merge(\n",
    "        df_monsters, left_on='pkey_parent', right_on='pkey_monster'\n",
    "    ).drop(\n",
    "        columns=['pkey_parents', 'pkey_monster']\n",
    "    )\n",
    "\n",
    "    if len(df_obs) > 0:\n",
    "        df_observaties = pd.concat([df_observaties, df_obs]).reset_index(drop=True)\n",
    "\n",
    "\n",
    "## Observations linked to samples linked to depth intervals\n",
    "\n",
    "# find all samples linked to a depth interval\n",
    "df_monsters_diepteintervallen = monster.search(\n",
    "    query=FuzzyJoin(df_diepteintervallen, on='pkey_parents', using='pkey_diepteinterval'),\n",
    "    return_fields=('pkey_monster', 'pkey_parents')\n",
    ")\n",
    "\n",
    "# take the first depth interval from the sample's parents as the linked depth interval\n",
    "df_monsters_diepteintervallen['pkey_diepteinterval'] = df_monsters_diepteintervallen['pkey_parents'].apply(lambda x: [i for i in x if 'diepteinterval' in i][0])\n",
    "\n",
    "# merge the result with the depth interval to be able to link them to the soil location\n",
    "df_monsters_diepteintervallen = df_monsters_diepteintervallen.merge(\n",
    "    df_diepteintervallen, on='pkey_diepteinterval'\n",
    ").drop(\n",
    "    columns=('pkey_diepteinterval')\n",
    ")\n",
    "\n",
    "\n",
    "if len(df_monsters_diepteintervallen) > 0:\n",
    "\n",
    "    # find all observations linked to the samples\n",
    "    df_obs = observatie.search(query=And([\n",
    "        Join(df_monsters_diepteintervallen, on='pkey_parent', using='pkey_monster'),\n",
    "        PropertyIsEqualTo('parameter', parameter_name)\n",
    "    ]))\n",
    "\n",
    "    # merge the result with the previous result, to be able to link them to the soil location\n",
    "    df_obs = df_obs.merge(\n",
    "        df_monsters_diepteintervallen, left_on='pkey_parent', right_on='pkey_monster'\n",
    "    ).drop(\n",
    "        columns=['pkey_parents', 'pkey_monster']\n",
    "    )\n",
    "\n",
    "    if len(df_obs) > 0:\n",
    "        df_observaties = pd.concat([df_observaties, df_obs]).reset_index(drop=True)\n",
    "\n",
    "df_observaties.head()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now we have all observations with the requested properties. \n",
    "Next we need to link them with the bodemlocatie"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>pkey_observatie</th>\n",
       "      <th>pkey_parent</th>\n",
       "      <th>fenomeentijd</th>\n",
       "      <th>diepte_van_m</th>\n",
       "      <th>diepte_tot_m</th>\n",
       "      <th>parametergroep</th>\n",
       "      <th>parameter</th>\n",
       "      <th>detectieconditie</th>\n",
       "      <th>resultaat</th>\n",
       "      <th>eenheid</th>\n",
       "      <th>...</th>\n",
       "      <th>type</th>\n",
       "      <th>waarnemingsdatum</th>\n",
       "      <th>doel</th>\n",
       "      <th>x</th>\n",
       "      <th>y</th>\n",
       "      <th>mv_mtaw</th>\n",
       "      <th>erfgoed</th>\n",
       "      <th>bodemstreek</th>\n",
       "      <th>invoerdatum</th>\n",
       "      <th>educatieve_waarde</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/monster/202...</td>\n",
       "      <td>2021-04-03</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_chemisch</td>\n",
       "      <td>Organische C - percentage (organische_c_perc)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.11</td>\n",
       "      <td>%</td>\n",
       "      <td>...</td>\n",
       "      <td>boring</td>\n",
       "      <td>2021-04-03</td>\n",
       "      <td>bodemchemisch en bodemfysisch onderzoek</td>\n",
       "      <td>119024.66</td>\n",
       "      <td>158973.23</td>\n",
       "      <td>27.98</td>\n",
       "      <td>False</td>\n",
       "      <td>Leemstreek</td>\n",
       "      <td>2023-09-29</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/monster/202...</td>\n",
       "      <td>2021-04-03</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_chemisch</td>\n",
       "      <td>Organische C - percentage (organische_c_perc)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.46</td>\n",
       "      <td>%</td>\n",
       "      <td>...</td>\n",
       "      <td>boring</td>\n",
       "      <td>2021-04-03</td>\n",
       "      <td>bodemchemisch en bodemfysisch onderzoek</td>\n",
       "      <td>111423.09</td>\n",
       "      <td>161667.22</td>\n",
       "      <td>34.08</td>\n",
       "      <td>False</td>\n",
       "      <td>Zandleemstreek</td>\n",
       "      <td>2023-09-29</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/monster/202...</td>\n",
       "      <td>2021-04-03</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_chemisch</td>\n",
       "      <td>Organische C - percentage (organische_c_perc)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3.65</td>\n",
       "      <td>%</td>\n",
       "      <td>...</td>\n",
       "      <td>boring</td>\n",
       "      <td>2021-04-03</td>\n",
       "      <td>bodemchemisch en bodemfysisch onderzoek</td>\n",
       "      <td>111828.87</td>\n",
       "      <td>161403.19</td>\n",
       "      <td>44.25</td>\n",
       "      <td>False</td>\n",
       "      <td>Kunstmatige gronden</td>\n",
       "      <td>2023-09-29</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/monster/202...</td>\n",
       "      <td>2021-04-03</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_chemisch</td>\n",
       "      <td>Organische C - percentage (organische_c_perc)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2.82</td>\n",
       "      <td>%</td>\n",
       "      <td>...</td>\n",
       "      <td>boring</td>\n",
       "      <td>2021-04-03</td>\n",
       "      <td>bodemchemisch en bodemfysisch onderzoek</td>\n",
       "      <td>121724.11</td>\n",
       "      <td>164764.12</td>\n",
       "      <td>29.22</td>\n",
       "      <td>False</td>\n",
       "      <td>Zandleemstreek</td>\n",
       "      <td>2023-09-29</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/observatie/...</td>\n",
       "      <td>https://www.dov.vlaanderen.be/data/monster/202...</td>\n",
       "      <td>2021-04-03</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bodem_chemisch</td>\n",
       "      <td>Organische C - percentage (organische_c_perc)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.75</td>\n",
       "      <td>%</td>\n",
       "      <td>...</td>\n",
       "      <td>boring</td>\n",
       "      <td>2021-04-03</td>\n",
       "      <td>bodemchemisch en bodemfysisch onderzoek</td>\n",
       "      <td>114116.35</td>\n",
       "      <td>162559.50</td>\n",
       "      <td>39.43</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2023-09-29</td>\n",
       "      <td>NaN</td>\n",
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       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 26 columns</p>\n",
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      "text/plain": [
       "                                     pkey_observatie  \\\n",
       "0  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "1  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "2  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "3  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "4  https://www.dov.vlaanderen.be/data/observatie/...   \n",
       "\n",
       "                                         pkey_parent fenomeentijd  \\\n",
       "0  https://www.dov.vlaanderen.be/data/monster/202...   2021-04-03   \n",
       "1  https://www.dov.vlaanderen.be/data/monster/202...   2021-04-03   \n",
       "2  https://www.dov.vlaanderen.be/data/monster/202...   2021-04-03   \n",
       "3  https://www.dov.vlaanderen.be/data/monster/202...   2021-04-03   \n",
       "4  https://www.dov.vlaanderen.be/data/monster/202...   2021-04-03   \n",
       "\n",
       "  diepte_van_m diepte_tot_m  parametergroep  \\\n",
       "0          NaN          NaN  Bodem_chemisch   \n",
       "1          NaN          NaN  Bodem_chemisch   \n",
       "2          NaN          NaN  Bodem_chemisch   \n",
       "3          NaN          NaN  Bodem_chemisch   \n",
       "4          NaN          NaN  Bodem_chemisch   \n",
       "\n",
       "                                       parameter detectieconditie resultaat  \\\n",
       "0  Organische C - percentage (organische_c_perc)              NaN      2.11   \n",
       "1  Organische C - percentage (organische_c_perc)              NaN      2.46   \n",
       "2  Organische C - percentage (organische_c_perc)              NaN      3.65   \n",
       "3  Organische C - percentage (organische_c_perc)              NaN      2.82   \n",
       "4  Organische C - percentage (organische_c_perc)              NaN      0.75   \n",
       "\n",
       "  eenheid  ...    type waarnemingsdatum  \\\n",
       "0       %  ...  boring       2021-04-03   \n",
       "1       %  ...  boring       2021-04-03   \n",
       "2       %  ...  boring       2021-04-03   \n",
       "3       %  ...  boring       2021-04-03   \n",
       "4       %  ...  boring       2021-04-03   \n",
       "\n",
       "                                      doel          x          y mv_mtaw  \\\n",
       "0  bodemchemisch en bodemfysisch onderzoek  119024.66  158973.23   27.98   \n",
       "1  bodemchemisch en bodemfysisch onderzoek  111423.09  161667.22   34.08   \n",
       "2  bodemchemisch en bodemfysisch onderzoek  111828.87  161403.19   44.25   \n",
       "3  bodemchemisch en bodemfysisch onderzoek  121724.11  164764.12   29.22   \n",
       "4  bodemchemisch en bodemfysisch onderzoek  114116.35  162559.50   39.43   \n",
       "\n",
       "  erfgoed          bodemstreek invoerdatum  educatieve_waarde  \n",
       "0   False           Leemstreek  2023-09-29                NaN  \n",
       "1   False       Zandleemstreek  2023-09-29                NaN  \n",
       "2   False  Kunstmatige gronden  2023-09-29                NaN  \n",
       "3   False       Zandleemstreek  2023-09-29                NaN  \n",
       "4   False                  NaN  2023-09-29                NaN  \n",
       "\n",
       "[5 rows x 26 columns]"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "\n",
    "# Merge the bodemlocatie information together with the observation information\n",
    "merged = pd.merge(df_observaties, df_bodemlocaties, on=\"pkey_bodemlocatie\", how='left')\n",
    "merged.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "To export the results to CSV, you can use for example: \n",
    "```python\n",
    "merged.to_csv(\"test.csv\")\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can plot also the results on a map\n",
    "This can take some time!"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
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       "                popup_c1a150c6159d9adfe8688995fc4580e9.setContent(html_5a677ac82eb872376b99fb9bce353dda);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_beaa06299822cf69766aef90306beeba.bindPopup(popup_c1a150c6159d9adfe8688995fc4580e9)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_8a9e33ad4138827ed6cdb7df8238e803 = L.marker(\n",
       "                [50.76188222173304, 3.827717725562431],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_d45bf6ef3dadc30f087abb3d02f927a1 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_62389c24e6b56569187b030e1cf5c632 = $(`&lt;div id=&quot;html_62389c24e6b56569187b030e1cf5c632&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-029698&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12399180&lt;br&gt; Value: 3.65%&lt;/div&gt;`)[0];\n",
       "                popup_d45bf6ef3dadc30f087abb3d02f927a1.setContent(html_62389c24e6b56569187b030e1cf5c632);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_8a9e33ad4138827ed6cdb7df8238e803.bindPopup(popup_d45bf6ef3dadc30f087abb3d02f927a1)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_0371d5e2f28b6d3e91792da602592886 = L.marker(\n",
       "                [50.79265879567771, 3.9677116961745074],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_9b54869f808daa399e22a4a4f8cfb9db = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_d07f0c830d767bde83642a44d1da6aa8 = $(`&lt;div id=&quot;html_d07f0c830d767bde83642a44d1da6aa8&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-030400&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12400885&lt;br&gt; Value: 2.82%&lt;/div&gt;`)[0];\n",
       "                popup_9b54869f808daa399e22a4a4f8cfb9db.setContent(html_d07f0c830d767bde83642a44d1da6aa8);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_0371d5e2f28b6d3e91792da602592886.bindPopup(popup_9b54869f808daa399e22a4a4f8cfb9db)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_3ae8479ea13fd2d9177480c12a151b4f = L.marker(\n",
       "                [50.7724220177227, 3.8600270286589895],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_0f9495f7f4ff4e3e1dd2eaa32976673a = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_d636f28ab1847eabf18511ea0bd7bd17 = $(`&lt;div id=&quot;html_d636f28ab1847eabf18511ea0bd7bd17&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-030086&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12400120&lt;br&gt; Value: 0.75%&lt;/div&gt;`)[0];\n",
       "                popup_0f9495f7f4ff4e3e1dd2eaa32976673a.setContent(html_d636f28ab1847eabf18511ea0bd7bd17);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_3ae8479ea13fd2d9177480c12a151b4f.bindPopup(popup_0f9495f7f4ff4e3e1dd2eaa32976673a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_66320fd0df59e84cbfd779d8b7b73d32 = L.marker(\n",
       "                [50.753278496161215, 3.8401545938214974],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_85590c54cb2b16d7c6a7b5205fa9a4a9 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_3128036d4139300f03f50cf328fe45bb = $(`&lt;div id=&quot;html_3128036d4139300f03f50cf328fe45bb&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-030182&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12400350&lt;br&gt; Value: 1.90%&lt;/div&gt;`)[0];\n",
       "                popup_85590c54cb2b16d7c6a7b5205fa9a4a9.setContent(html_3128036d4139300f03f50cf328fe45bb);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_66320fd0df59e84cbfd779d8b7b73d32.bindPopup(popup_85590c54cb2b16d7c6a7b5205fa9a4a9)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_8a862eaffce1a75dfbfe52817637f98e = L.marker(\n",
       "                [50.774413533318224, 3.881834043667027],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_a9281928f32791d9f75007af16a67563 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_03e9eccd927baf436f5ed882a025a976 = $(`&lt;div id=&quot;html_03e9eccd927baf436f5ed882a025a976&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-030765&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12401790&lt;br&gt; Value: 4.00%&lt;/div&gt;`)[0];\n",
       "                popup_a9281928f32791d9f75007af16a67563.setContent(html_03e9eccd927baf436f5ed882a025a976);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_8a862eaffce1a75dfbfe52817637f98e.bindPopup(popup_a9281928f32791d9f75007af16a67563)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_ddb0dd5da6e404764443cbc2706048cc = L.marker(\n",
       "                [50.749072828683445, 3.921433750638106],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_4fb0213006c052a25cab38bfac504e2d = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b0dfe94e3879e50d8dc28456e1dece44 = $(`&lt;div id=&quot;html_b0dfe94e3879e50d8dc28456e1dece44&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-032758&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12406645&lt;br&gt; Value: 1.83%&lt;/div&gt;`)[0];\n",
       "                popup_4fb0213006c052a25cab38bfac504e2d.setContent(html_b0dfe94e3879e50d8dc28456e1dece44);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_ddb0dd5da6e404764443cbc2706048cc.bindPopup(popup_4fb0213006c052a25cab38bfac504e2d)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_5592d26cd4b38939633e7ab41c003abb = L.marker(\n",
       "                [50.75013396426881, 3.8933329409156743],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_1d73ce7e733fc4ccdd282742cac01cdf = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_0a67540acddbd192d021b252bb10c23d = $(`&lt;div id=&quot;html_0a67540acddbd192d021b252bb10c23d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-031254&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12402995&lt;br&gt; Value: 1.93%&lt;/div&gt;`)[0];\n",
       "                popup_1d73ce7e733fc4ccdd282742cac01cdf.setContent(html_0a67540acddbd192d021b252bb10c23d);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_5592d26cd4b38939633e7ab41c003abb.bindPopup(popup_1d73ce7e733fc4ccdd282742cac01cdf)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_6a3e18983a1da154f9ad19149f904e0e = L.marker(\n",
       "                [50.75524354077616, 3.933168052798348],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_d9efa71f867c474b9f4fffc6109daad2 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_1dce122e2100161fde5c3fb302cca478 = $(`&lt;div id=&quot;html_1dce122e2100161fde5c3fb302cca478&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-031302&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12403105&lt;br&gt; Value: 2.33%&lt;/div&gt;`)[0];\n",
       "                popup_d9efa71f867c474b9f4fffc6109daad2.setContent(html_1dce122e2100161fde5c3fb302cca478);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_6a3e18983a1da154f9ad19149f904e0e.bindPopup(popup_d9efa71f867c474b9f4fffc6109daad2)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_f66cf6a721e6ff54101c9a43ba2e699e = L.marker(\n",
       "                [50.76724071599325, 3.859889148407419],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_ec1ca4136406702db3419f2018eebf6a = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_082d97fab335b0c8734b818a64bbef47 = $(`&lt;div id=&quot;html_082d97fab335b0c8734b818a64bbef47&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-031885&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12404525&lt;br&gt; Value: 2.86%&lt;/div&gt;`)[0];\n",
       "                popup_ec1ca4136406702db3419f2018eebf6a.setContent(html_082d97fab335b0c8734b818a64bbef47);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_f66cf6a721e6ff54101c9a43ba2e699e.bindPopup(popup_ec1ca4136406702db3419f2018eebf6a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_d9813af40178cfc342ee53985d57e58a = L.marker(\n",
       "                [50.77137899974743, 3.8877370363773966],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_b2e1b6f2dc0b3a0f319f9dab33f8126b = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_39d091c3802552b3d60d51911e4db145 = $(`&lt;div id=&quot;html_39d091c3802552b3d60d51911e4db145&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-031420&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12403405&lt;br&gt; Value: 2.41%&lt;/div&gt;`)[0];\n",
       "                popup_b2e1b6f2dc0b3a0f319f9dab33f8126b.setContent(html_39d091c3802552b3d60d51911e4db145);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_d9813af40178cfc342ee53985d57e58a.bindPopup(popup_b2e1b6f2dc0b3a0f319f9dab33f8126b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_8c3f5973e169c3048657e21842a93e4d = L.marker(\n",
       "                [50.76451296905527, 3.8859209643590398],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_e05e43f0aafb75f1a48249ad87d3f79d = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_0611eab7cd42cccf9b041f41d110561b = $(`&lt;div id=&quot;html_0611eab7cd42cccf9b041f41d110561b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-033687&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12409690&lt;br&gt; Value: 0.77%&lt;/div&gt;`)[0];\n",
       "                popup_e05e43f0aafb75f1a48249ad87d3f79d.setContent(html_0611eab7cd42cccf9b041f41d110561b);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_8c3f5973e169c3048657e21842a93e4d.bindPopup(popup_e05e43f0aafb75f1a48249ad87d3f79d)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_d4a62449cdddeccb86bdd5857c967d24 = L.marker(\n",
       "                [50.786736734731086, 3.986608779593284],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_5c97330f41770deee95ac7a0acae9829 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_00bbf8002940cf1a5c7047f83ac96a82 = $(`&lt;div id=&quot;html_00bbf8002940cf1a5c7047f83ac96a82&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-033947&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12410965&lt;br&gt; Value: 2.02%&lt;/div&gt;`)[0];\n",
       "                popup_5c97330f41770deee95ac7a0acae9829.setContent(html_00bbf8002940cf1a5c7047f83ac96a82);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_d4a62449cdddeccb86bdd5857c967d24.bindPopup(popup_5c97330f41770deee95ac7a0acae9829)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_543b1f65d432a5be311790af5c2fcebd = L.marker(\n",
       "                [50.78404886046525, 3.898263147660641],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_b3cdacfe0bcf544714a1636053ee36e8 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_2343890275c26f63b100e859589b7d28 = $(`&lt;div id=&quot;html_2343890275c26f63b100e859589b7d28&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-033697&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12409740&lt;br&gt; Value: 3.47%&lt;/div&gt;`)[0];\n",
       "                popup_b3cdacfe0bcf544714a1636053ee36e8.setContent(html_2343890275c26f63b100e859589b7d28);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_543b1f65d432a5be311790af5c2fcebd.bindPopup(popup_b3cdacfe0bcf544714a1636053ee36e8)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_9a001b843e944b6bcfc231304a8b17ec = L.marker(\n",
       "                [50.770695409233525, 3.852824446691174],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_83f5886bb220ac612e05a94a90f57580 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_185e77ce5ae761196c8871718853e403 = $(`&lt;div id=&quot;html_185e77ce5ae761196c8871718853e403&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-034061&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12411535&lt;br&gt; Value: 1.84%&lt;/div&gt;`)[0];\n",
       "                popup_83f5886bb220ac612e05a94a90f57580.setContent(html_185e77ce5ae761196c8871718853e403);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_9a001b843e944b6bcfc231304a8b17ec.bindPopup(popup_83f5886bb220ac612e05a94a90f57580)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_aa8d52c2b782b197ce15134826d0a27e = L.marker(\n",
       "                [50.81555868060782, 3.9458184907610776],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_fc383a5dea1bc216693ec1056093d538 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_630de54a935ffeeed21bccf5e3a9ba2e = $(`&lt;div id=&quot;html_630de54a935ffeeed21bccf5e3a9ba2e&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014885&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012130&lt;br&gt; Value: 0.08%&lt;/div&gt;`)[0];\n",
       "                popup_fc383a5dea1bc216693ec1056093d538.setContent(html_630de54a935ffeeed21bccf5e3a9ba2e);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_aa8d52c2b782b197ce15134826d0a27e.bindPopup(popup_fc383a5dea1bc216693ec1056093d538)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_1384ddbc38d0e34ea9cbd678befe14e0 = L.marker(\n",
       "                [50.77637199707443, 3.887457255045599],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_84215e12f462358d76811f40674d368b = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_4e08b3cf0f544b0871d755bb9b5a0c81 = $(`&lt;div id=&quot;html_4e08b3cf0f544b0871d755bb9b5a0c81&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-015896&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1021156&lt;br&gt; Value: 0.95%&lt;/div&gt;`)[0];\n",
       "                popup_84215e12f462358d76811f40674d368b.setContent(html_4e08b3cf0f544b0871d755bb9b5a0c81);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_1384ddbc38d0e34ea9cbd678befe14e0.bindPopup(popup_84215e12f462358d76811f40674d368b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_bdbf2f7ae48e99e8ae2301ee0a53070b = L.marker(\n",
       "                [50.79281784111785, 3.941753346928971],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_c59681ceed8be2f9176e4ad42381c0ba = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_5bb531b5a9e5c62cf994d30e3db2d473 = $(`&lt;div id=&quot;html_5bb531b5a9e5c62cf994d30e3db2d473&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-015886&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1021071&lt;br&gt; Value: 0.47%&lt;/div&gt;`)[0];\n",
       "                popup_c59681ceed8be2f9176e4ad42381c0ba.setContent(html_5bb531b5a9e5c62cf994d30e3db2d473);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_bdbf2f7ae48e99e8ae2301ee0a53070b.bindPopup(popup_c59681ceed8be2f9176e4ad42381c0ba)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_dd97f7068aa80fcfbd7137de1761080e = L.marker(\n",
       "                [50.75154038790158, 3.8656889431707846],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_5133604349408c4d0c139ca44ef31067 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_d1a672964680a20b49b4b0e24994f1b9 = $(`&lt;div id=&quot;html_d1a672964680a20b49b4b0e24994f1b9&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-015292&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1015730&lt;br&gt; Value: 0.79%&lt;/div&gt;`)[0];\n",
       "                popup_5133604349408c4d0c139ca44ef31067.setContent(html_d1a672964680a20b49b4b0e24994f1b9);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_dd97f7068aa80fcfbd7137de1761080e.bindPopup(popup_5133604349408c4d0c139ca44ef31067)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_cccd8efa4fce3d0627bd459ba9004684 = L.marker(\n",
       "                [50.800157639763675, 3.900421089751886],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_851b06a8152a91121359abbb76dc2e83 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_acb0aa3467e9d830fbaedb2a313a297b = $(`&lt;div id=&quot;html_acb0aa3467e9d830fbaedb2a313a297b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014927&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012490&lt;br&gt; Value: 0.82%&lt;/div&gt;`)[0];\n",
       "                popup_851b06a8152a91121359abbb76dc2e83.setContent(html_acb0aa3467e9d830fbaedb2a313a297b);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_cccd8efa4fce3d0627bd459ba9004684.bindPopup(popup_851b06a8152a91121359abbb76dc2e83)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_74200cb4380e500862379d97f40901ea = L.marker(\n",
       "                [50.80480394999216, 3.9602012294409676],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_304f85ff1d6adb6dc26b037437eadfdb = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_30f62259364b289917cc8436374edf1d = $(`&lt;div id=&quot;html_30f62259364b289917cc8436374edf1d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014881&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012095&lt;br&gt; Value: 1.71%&lt;/div&gt;`)[0];\n",
       "                popup_304f85ff1d6adb6dc26b037437eadfdb.setContent(html_30f62259364b289917cc8436374edf1d);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_74200cb4380e500862379d97f40901ea.bindPopup(popup_304f85ff1d6adb6dc26b037437eadfdb)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_35af695203b6edba32cf53f0258da502 = L.marker(\n",
       "                [50.784501358285084, 3.9128430662669755],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_4f86285bb3686af86ddef17f201d6b92 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_201a63d60685fb037d7bc033431b4de8 = $(`&lt;div id=&quot;html_201a63d60685fb037d7bc033431b4de8&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014952&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012696&lt;br&gt; Value: 0.64%&lt;/div&gt;`)[0];\n",
       "                popup_4f86285bb3686af86ddef17f201d6b92.setContent(html_201a63d60685fb037d7bc033431b4de8);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_35af695203b6edba32cf53f0258da502.bindPopup(popup_4f86285bb3686af86ddef17f201d6b92)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_89ec47d20187f4a1e315e24d81fb0c1b = L.marker(\n",
       "                [50.768366126366935, 3.89732041259789],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_a6a460864e97623738c464f4236bcf49 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_43e14a23021f7e118cc0585ae0137881 = $(`&lt;div id=&quot;html_43e14a23021f7e118cc0585ae0137881&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-015019&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1013273&lt;br&gt; Value: 0.62%&lt;/div&gt;`)[0];\n",
       "                popup_a6a460864e97623738c464f4236bcf49.setContent(html_43e14a23021f7e118cc0585ae0137881);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_89ec47d20187f4a1e315e24d81fb0c1b.bindPopup(popup_a6a460864e97623738c464f4236bcf49)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_99636909ae0d904fca149c8b146a8a99 = L.marker(\n",
       "                [50.80217657969522, 3.9108562349243554],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_0401a09a07ade47276750d1afcaea243 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_0bb72f1e4c4f469c6108935820bf7fc7 = $(`&lt;div id=&quot;html_0bb72f1e4c4f469c6108935820bf7fc7&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014923&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012457&lt;br&gt; Value: 0.70%&lt;/div&gt;`)[0];\n",
       "                popup_0401a09a07ade47276750d1afcaea243.setContent(html_0bb72f1e4c4f469c6108935820bf7fc7);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_99636909ae0d904fca149c8b146a8a99.bindPopup(popup_0401a09a07ade47276750d1afcaea243)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_e733012daded8824f111cf702fac967e = L.marker(\n",
       "                [50.81260665648802, 3.9044831857483655],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_350801d3ed74d1f68b448ce9b144a562 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_cadf4559ce04aa971c6322352a48e191 = $(`&lt;div id=&quot;html_cadf4559ce04aa971c6322352a48e191&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014918&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012415&lt;br&gt; Value: 1.90%&lt;/div&gt;`)[0];\n",
       "                popup_350801d3ed74d1f68b448ce9b144a562.setContent(html_cadf4559ce04aa971c6322352a48e191);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_e733012daded8824f111cf702fac967e.bindPopup(popup_350801d3ed74d1f68b448ce9b144a562)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_402210589985535f07a4fda3f4bb5e4d = L.marker(\n",
       "                [50.80694792883574, 3.933907270272389],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_5befccdf0227fb64adbe46e3fde2622d = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_556f6b6f5d7d970bf59e63519254d736 = $(`&lt;div id=&quot;html_556f6b6f5d7d970bf59e63519254d736&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014889&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012163&lt;br&gt; Value: 0.73%&lt;/div&gt;`)[0];\n",
       "                popup_5befccdf0227fb64adbe46e3fde2622d.setContent(html_556f6b6f5d7d970bf59e63519254d736);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_402210589985535f07a4fda3f4bb5e4d.bindPopup(popup_5befccdf0227fb64adbe46e3fde2622d)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_4f8740ca48e5b4f1ef2a944cd9d21b0d = L.marker(\n",
       "                [50.819901386726215, 3.905504035240472],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_b60230651423523d6be914fed599c6cf = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_6f0d5168ff19ad3f51e4d2dbf25d8c3b = $(`&lt;div id=&quot;html_6f0d5168ff19ad3f51e4d2dbf25d8c3b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014917&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012407&lt;br&gt; Value: 0.74%&lt;/div&gt;`)[0];\n",
       "                popup_b60230651423523d6be914fed599c6cf.setContent(html_6f0d5168ff19ad3f51e4d2dbf25d8c3b);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_4f8740ca48e5b4f1ef2a944cd9d21b0d.bindPopup(popup_b60230651423523d6be914fed599c6cf)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_b46a9af95e7a8c3fe946a897da33db8d = L.marker(\n",
       "                [50.74641703997558, 3.831467665255189],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_fa1aae5ef90890313ed9a4387cd75c36 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_9c86822a3332bbe10ec80b0dfac558bc = $(`&lt;div id=&quot;html_9c86822a3332bbe10ec80b0dfac558bc&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1964-014802&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1011433&lt;br&gt; Value: 0.64%&lt;/div&gt;`)[0];\n",
       "                popup_fa1aae5ef90890313ed9a4387cd75c36.setContent(html_9c86822a3332bbe10ec80b0dfac558bc);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_b46a9af95e7a8c3fe946a897da33db8d.bindPopup(popup_fa1aae5ef90890313ed9a4387cd75c36)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_9cc111539c3b3bf36085905299d164fd = L.marker(\n",
       "                [50.81722965067059, 3.8915950186233563],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_0138d9cf31dc7586298e0c7cea3ef9d1 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_f47652e26e0e8b796f02da3f055ddf46 = $(`&lt;div id=&quot;html_f47652e26e0e8b796f02da3f055ddf46&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014296&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1007094&lt;br&gt; Value: 0.86%&lt;/div&gt;`)[0];\n",
       "                popup_0138d9cf31dc7586298e0c7cea3ef9d1.setContent(html_f47652e26e0e8b796f02da3f055ddf46);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_9cc111539c3b3bf36085905299d164fd.bindPopup(popup_0138d9cf31dc7586298e0c7cea3ef9d1)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_b280c8e5d8566ccef81042e74ad5e263 = L.marker(\n",
       "                [50.824963225113315, 3.874783031907365],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_3c2c9aede89d0648240710848c7295c0 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_32e4c35b5c24abbf0c1c05afb0d48bdc = $(`&lt;div id=&quot;html_32e4c35b5c24abbf0c1c05afb0d48bdc&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1972-016060&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1022624&lt;br&gt; Value: 1.62%&lt;/div&gt;`)[0];\n",
       "                popup_3c2c9aede89d0648240710848c7295c0.setContent(html_32e4c35b5c24abbf0c1c05afb0d48bdc);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_b280c8e5d8566ccef81042e74ad5e263.bindPopup(popup_3c2c9aede89d0648240710848c7295c0)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_e45c49d76a967af60ddb152ea0d338fa = L.marker(\n",
       "                [50.76373679557814, 3.9064667818328243],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_0775ed23a7171b8cd84d87204c6b3127 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_9f91caaa8f27d0ffe932ad24cdf5b1d5 = $(`&lt;div id=&quot;html_9f91caaa8f27d0ffe932ad24cdf5b1d5&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014964&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012795&lt;br&gt; Value: 0.73%&lt;/div&gt;`)[0];\n",
       "                popup_0775ed23a7171b8cd84d87204c6b3127.setContent(html_9f91caaa8f27d0ffe932ad24cdf5b1d5);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_e45c49d76a967af60ddb152ea0d338fa.bindPopup(popup_0775ed23a7171b8cd84d87204c6b3127)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_57dde38df536cf4200bb321501887867 = L.marker(\n",
       "                [50.78944473564926, 3.89001841191162],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_5857f5a0ef9a5117ba10d1449212d493 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_d1a1556c7ea7d7b5844ba22a5d988473 = $(`&lt;div id=&quot;html_d1a1556c7ea7d7b5844ba22a5d988473&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014928&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012498&lt;br&gt; Value: 0.55%&lt;/div&gt;`)[0];\n",
       "                popup_5857f5a0ef9a5117ba10d1449212d493.setContent(html_d1a1556c7ea7d7b5844ba22a5d988473);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_57dde38df536cf4200bb321501887867.bindPopup(popup_5857f5a0ef9a5117ba10d1449212d493)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_3f0d25b19845c6d5cc24c0cfa9dfe0b3 = L.marker(\n",
       "                [50.77966321996623, 4.002134572806335],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_225fb0d0105eb76efa9dd54115627249 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_1294677a0a37e4eda973cc3734dbd11f = $(`&lt;div id=&quot;html_1294677a0a37e4eda973cc3734dbd11f&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1963-008713&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-959772&lt;br&gt; Value: 1.55%&lt;/div&gt;`)[0];\n",
       "                popup_225fb0d0105eb76efa9dd54115627249.setContent(html_1294677a0a37e4eda973cc3734dbd11f);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_3f0d25b19845c6d5cc24c0cfa9dfe0b3.bindPopup(popup_225fb0d0105eb76efa9dd54115627249)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_3b352ea6035837ab2e409d5a0ded4dc9 = L.marker(\n",
       "                [50.81396882054068, 3.931458602557963],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_2f59f0701679c0a872f9c503baf07241 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_6f0527cc79be608fce6ae3b9b831d66d = $(`&lt;div id=&quot;html_6f0527cc79be608fce6ae3b9b831d66d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-015826&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1020542&lt;br&gt; Value: 2.33%&lt;/div&gt;`)[0];\n",
       "                popup_2f59f0701679c0a872f9c503baf07241.setContent(html_6f0527cc79be608fce6ae3b9b831d66d);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_3b352ea6035837ab2e409d5a0ded4dc9.bindPopup(popup_2f59f0701679c0a872f9c503baf07241)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_c873d4b9a8bb5e3db682ae41d9a1bc87 = L.marker(\n",
       "                [50.76360774356026, 3.8202297221230883],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_8569b69bb38ff3b8471b75e3b9bfb6a7 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_fb60a64ae57e189551eab12742ec153d = $(`&lt;div id=&quot;html_fb60a64ae57e189551eab12742ec153d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1964-014797&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1011392&lt;br&gt; Value: 0.75%&lt;/div&gt;`)[0];\n",
       "                popup_8569b69bb38ff3b8471b75e3b9bfb6a7.setContent(html_fb60a64ae57e189551eab12742ec153d);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_c873d4b9a8bb5e3db682ae41d9a1bc87.bindPopup(popup_8569b69bb38ff3b8471b75e3b9bfb6a7)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_ec4746bc66877053d80f2f5dea486a90 = L.marker(\n",
       "                [50.755939569852146, 3.8519373993946795],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_6040d8b16eaeb7526b917be2dfa3df07 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_3e5cc6f114b1fc780a63d0a88bef1fb5 = $(`&lt;div id=&quot;html_3e5cc6f114b1fc780a63d0a88bef1fb5&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1964-014804&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1011449&lt;br&gt; Value: 0.61%&lt;/div&gt;`)[0];\n",
       "                popup_6040d8b16eaeb7526b917be2dfa3df07.setContent(html_3e5cc6f114b1fc780a63d0a88bef1fb5);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_ec4746bc66877053d80f2f5dea486a90.bindPopup(popup_6040d8b16eaeb7526b917be2dfa3df07)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_8592b39a99408afb82f4da5845b8e283 = L.marker(\n",
       "                [50.77915142569418, 3.903437251041415],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_55efb34cac21e3f5a9e33ba302dd0610 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_33ec7a536576f420416a1c2d143f5f28 = $(`&lt;div id=&quot;html_33ec7a536576f420416a1c2d143f5f28&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014955&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012721&lt;br&gt; Value: 0.42%&lt;/div&gt;`)[0];\n",
       "                popup_55efb34cac21e3f5a9e33ba302dd0610.setContent(html_33ec7a536576f420416a1c2d143f5f28);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_8592b39a99408afb82f4da5845b8e283.bindPopup(popup_55efb34cac21e3f5a9e33ba302dd0610)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_8e5d62d4f9bd8f79f0ed998bccd35619 = L.marker(\n",
       "                [50.80241737903189, 3.890099406117537],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_626324f7010fff1c37cf80d0fa1b8ea1 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_d811455e4dd101ef4c3640b0aeac0a88 = $(`&lt;div id=&quot;html_d811455e4dd101ef4c3640b0aeac0a88&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014920&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012432&lt;br&gt; Value: 0.86%&lt;/div&gt;`)[0];\n",
       "                popup_626324f7010fff1c37cf80d0fa1b8ea1.setContent(html_d811455e4dd101ef4c3640b0aeac0a88);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_8e5d62d4f9bd8f79f0ed998bccd35619.bindPopup(popup_626324f7010fff1c37cf80d0fa1b8ea1)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_d5ad7914a7c5ed3aab2056ecfe039d79 = L.marker(\n",
       "                [50.80029456184827, 3.9409905160015666],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_701d5b8e3f34c5681c0584b8e2ec9704 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b32c66fea6a2f24bab79fb0c41fff231 = $(`&lt;div id=&quot;html_b32c66fea6a2f24bab79fb0c41fff231&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014891&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012179&lt;br&gt; Value: 2.33%&lt;/div&gt;`)[0];\n",
       "                popup_701d5b8e3f34c5681c0584b8e2ec9704.setContent(html_b32c66fea6a2f24bab79fb0c41fff231);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_d5ad7914a7c5ed3aab2056ecfe039d79.bindPopup(popup_701d5b8e3f34c5681c0584b8e2ec9704)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_e37eefb90620a7fc6d6245e01bd5729e = L.marker(\n",
       "                [50.82570756690355, 3.8764926150481114],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_f81486f647247a211e3dfa62a6ace6a3 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_a8a49df38a56c08d95076da0d0b8b6c6 = $(`&lt;div id=&quot;html_a8a49df38a56c08d95076da0d0b8b6c6&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1972-014116&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1005599&lt;br&gt; Value: 1.89%&lt;/div&gt;`)[0];\n",
       "                popup_f81486f647247a211e3dfa62a6ace6a3.setContent(html_a8a49df38a56c08d95076da0d0b8b6c6);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_e37eefb90620a7fc6d6245e01bd5729e.bindPopup(popup_f81486f647247a211e3dfa62a6ace6a3)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_b9bbd42a0af1f8b28bd3e7cdf607ce26 = L.marker(\n",
       "                [50.73810074297162, 3.935533334853837],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_028a2c44776a6b13b49fdac52ca29914 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_d25611e5cc8c01fa16d6870fb6e7368d = $(`&lt;div id=&quot;html_d25611e5cc8c01fa16d6870fb6e7368d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-008436&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-957821&lt;br&gt; Value: 0.57%&lt;/div&gt;`)[0];\n",
       "                popup_028a2c44776a6b13b49fdac52ca29914.setContent(html_d25611e5cc8c01fa16d6870fb6e7368d);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_b9bbd42a0af1f8b28bd3e7cdf607ce26.bindPopup(popup_028a2c44776a6b13b49fdac52ca29914)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_e5c74b21f7bcc593698b91ae80f150bd = L.marker(\n",
       "                [50.78140741392229, 3.892127763517745],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_04d93373929dab0304f97a76e4d96f49 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_d3cf8d9a434690a97addffbc10793752 = $(`&lt;div id=&quot;html_d3cf8d9a434690a97addffbc10793752&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014948&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012663&lt;br&gt; Value: 0.65%&lt;/div&gt;`)[0];\n",
       "                popup_04d93373929dab0304f97a76e4d96f49.setContent(html_d3cf8d9a434690a97addffbc10793752);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_e5c74b21f7bcc593698b91ae80f150bd.bindPopup(popup_04d93373929dab0304f97a76e4d96f49)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_dcecc0d9b3912babab224bd9763bf4c0 = L.marker(\n",
       "                [50.772391917090864, 3.931702380060186],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_6cca974035e5f5111dc9d7fe191a3d7e = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_fc33098a5a0e42f8dcb9ba2a7b0dcd39 = $(`&lt;div id=&quot;html_fc33098a5a0e42f8dcb9ba2a7b0dcd39&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014946&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012647&lt;br&gt; Value: 0.93%&lt;/div&gt;`)[0];\n",
       "                popup_6cca974035e5f5111dc9d7fe191a3d7e.setContent(html_fc33098a5a0e42f8dcb9ba2a7b0dcd39);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_dcecc0d9b3912babab224bd9763bf4c0.bindPopup(popup_6cca974035e5f5111dc9d7fe191a3d7e)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_d2b33e61e9b730c6c455c821e7e4073d = L.marker(\n",
       "                [50.73941357994097, 3.9236207930315947],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_9bea284135e6bde708e2d7c5f2f8f824 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_0a0f9d63c51d6ba55e9f76c31ecd3e8d = $(`&lt;div id=&quot;html_0a0f9d63c51d6ba55e9f76c31ecd3e8d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-015333&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1016099&lt;br&gt; Value: 0.62%&lt;/div&gt;`)[0];\n",
       "                popup_9bea284135e6bde708e2d7c5f2f8f824.setContent(html_0a0f9d63c51d6ba55e9f76c31ecd3e8d);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_d2b33e61e9b730c6c455c821e7e4073d.bindPopup(popup_9bea284135e6bde708e2d7c5f2f8f824)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_ac1289775a8f5860b58a65e5d41c4eb0 = L.marker(\n",
       "                [50.782353221716896, 3.8992792081829815],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_4835e83f21f22fb080b6c93ead2c9acc = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_8f2e8c669ad0ae125561ecb682b30ed4 = $(`&lt;div id=&quot;html_8f2e8c669ad0ae125561ecb682b30ed4&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014950&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012679&lt;br&gt; Value: 0.57%&lt;/div&gt;`)[0];\n",
       "                popup_4835e83f21f22fb080b6c93ead2c9acc.setContent(html_8f2e8c669ad0ae125561ecb682b30ed4);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_ac1289775a8f5860b58a65e5d41c4eb0.bindPopup(popup_4835e83f21f22fb080b6c93ead2c9acc)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_0b471f214f3f899dad8ae20ba538a0ca = L.marker(\n",
       "                [50.75605132627823, 3.873662365004297],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_042ed8f77bd9b00b5f91abd7128e0125 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_2af00ff480db8e5b398b430d7fdafbed = $(`&lt;div id=&quot;html_2af00ff480db8e5b398b430d7fdafbed&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014959&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012754&lt;br&gt; Value: 1.15%&lt;/div&gt;`)[0];\n",
       "                popup_042ed8f77bd9b00b5f91abd7128e0125.setContent(html_2af00ff480db8e5b398b430d7fdafbed);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_0b471f214f3f899dad8ae20ba538a0ca.bindPopup(popup_042ed8f77bd9b00b5f91abd7128e0125)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_0a57f451435bc49696a6cf458702e404 = L.marker(\n",
       "                [50.7605516778419, 3.9315427883870395],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_9501ea0f1c5617cc14ff7dce3b9bf762 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_81060019b96c0a9e577e70f5d40ed60b = $(`&lt;div id=&quot;html_81060019b96c0a9e577e70f5d40ed60b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-015922&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1021388&lt;br&gt; Value: 0.96%&lt;/div&gt;`)[0];\n",
       "                popup_9501ea0f1c5617cc14ff7dce3b9bf762.setContent(html_81060019b96c0a9e577e70f5d40ed60b);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_0a57f451435bc49696a6cf458702e404.bindPopup(popup_9501ea0f1c5617cc14ff7dce3b9bf762)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_cbbd17d6fe7a7c9a5649e1b7596eb30c = L.marker(\n",
       "                [50.7462294392168, 3.9433935036060683],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_b4063b0d7e8b3a467f9aa810c85a3ce9 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_874f6f14762bed0b9fb92ab93392750a = $(`&lt;div id=&quot;html_874f6f14762bed0b9fb92ab93392750a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-008414&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-957679&lt;br&gt; Value: 0.73%&lt;/div&gt;`)[0];\n",
       "                popup_b4063b0d7e8b3a467f9aa810c85a3ce9.setContent(html_874f6f14762bed0b9fb92ab93392750a);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_cbbd17d6fe7a7c9a5649e1b7596eb30c.bindPopup(popup_b4063b0d7e8b3a467f9aa810c85a3ce9)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_26bb3ac094026e705325f7d8256c1d72 = L.marker(\n",
       "                [50.77752803110078, 3.947237174376862],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_b35bdc0d383d07c837324d2fd63bb0dc = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_e00c4f6f5a41f2f779a617d3d7be190b = $(`&lt;div id=&quot;html_e00c4f6f5a41f2f779a617d3d7be190b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014944&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012631&lt;br&gt; Value: 0.75%&lt;/div&gt;`)[0];\n",
       "                popup_b35bdc0d383d07c837324d2fd63bb0dc.setContent(html_e00c4f6f5a41f2f779a617d3d7be190b);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_26bb3ac094026e705325f7d8256c1d72.bindPopup(popup_b35bdc0d383d07c837324d2fd63bb0dc)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_7a730b6e317a934ee106137f8449b020 = L.marker(\n",
       "                [50.78171239966452, 3.910456175231166],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_49cdf2c4cca3256fcf1b035acaaa2f5c = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_4ba791585d0969ae27de8b34ce49a8ff = $(`&lt;div id=&quot;html_4ba791585d0969ae27de8b34ce49a8ff&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-029448&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12398610&lt;br&gt; Value: 2.11%&lt;/div&gt;`)[0];\n",
       "                popup_49cdf2c4cca3256fcf1b035acaaa2f5c.setContent(html_4ba791585d0969ae27de8b34ce49a8ff);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_7a730b6e317a934ee106137f8449b020.bindPopup(popup_49cdf2c4cca3256fcf1b035acaaa2f5c)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_5bf7cf7281b736ced3916ffba6d74f42 = L.marker(\n",
       "                [50.76493002257249, 3.8282110572185957],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_c4b53f5cfe37fb19da5477eeaeae5213 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_a71cb514178a080ff5485f0879e8879d = $(`&lt;div id=&quot;html_a71cb514178a080ff5485f0879e8879d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-029505&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12398740&lt;br&gt; Value: 2.48%&lt;/div&gt;`)[0];\n",
       "                popup_c4b53f5cfe37fb19da5477eeaeae5213.setContent(html_a71cb514178a080ff5485f0879e8879d);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_5bf7cf7281b736ced3916ffba6d74f42.bindPopup(popup_c4b53f5cfe37fb19da5477eeaeae5213)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_8e301f81c8b0df3f66a0fc531ac50d43 = L.marker(\n",
       "                [50.7319759079959, 3.906456064906592],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_2cc50b98d59a509faedb7eeb8d4ec79f = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_37fef9e979a6ea9f5306f5a1668c3c2a = $(`&lt;div id=&quot;html_37fef9e979a6ea9f5306f5a1668c3c2a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-029606&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12398965&lt;br&gt; Value: 2.93%&lt;/div&gt;`)[0];\n",
       "                popup_2cc50b98d59a509faedb7eeb8d4ec79f.setContent(html_37fef9e979a6ea9f5306f5a1668c3c2a);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_8e301f81c8b0df3f66a0fc531ac50d43.bindPopup(popup_2cc50b98d59a509faedb7eeb8d4ec79f)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_2939f049f3f771cb9cecb3163eddb226 = L.marker(\n",
       "                [50.77557249078234, 3.857311363798037],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_0acd6a2e8fc23089a20cc2ae1e858e0f = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_ac17699e849e2663b22755565eea902a = $(`&lt;div id=&quot;html_ac17699e849e2663b22755565eea902a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-029638&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12399045&lt;br&gt; Value: 2.97%&lt;/div&gt;`)[0];\n",
       "                popup_0acd6a2e8fc23089a20cc2ae1e858e0f.setContent(html_ac17699e849e2663b22755565eea902a);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_2939f049f3f771cb9cecb3163eddb226.bindPopup(popup_0acd6a2e8fc23089a20cc2ae1e858e0f)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_fa29966ae25f323efe10cd82dea419e7 = L.marker(\n",
       "                [50.77284120330348, 3.8847220481585354],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_5c5032099d4e4bd2ddaad088b7ef3ab5 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_206508e8327c056ab26d277fd4a67459 = $(`&lt;div id=&quot;html_206508e8327c056ab26d277fd4a67459&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-028660&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12396680&lt;br&gt; Value: 3.56%&lt;/div&gt;`)[0];\n",
       "                popup_5c5032099d4e4bd2ddaad088b7ef3ab5.setContent(html_206508e8327c056ab26d277fd4a67459);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_fa29966ae25f323efe10cd82dea419e7.bindPopup(popup_5c5032099d4e4bd2ddaad088b7ef3ab5)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_ab3dbc4cc80474e62792f7729f582d9d = L.marker(\n",
       "                [50.81036782753358, 3.895454164681705],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_b3938066b1209831c5c3c7d6f1a3e0ec = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_d697842e9b2218c9f3ab6390b719cb74 = $(`&lt;div id=&quot;html_d697842e9b2218c9f3ab6390b719cb74&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-030804&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12401880&lt;br&gt; Value: 1.85%&lt;/div&gt;`)[0];\n",
       "                popup_b3938066b1209831c5c3c7d6f1a3e0ec.setContent(html_d697842e9b2218c9f3ab6390b719cb74);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_ab3dbc4cc80474e62792f7729f582d9d.bindPopup(popup_b3938066b1209831c5c3c7d6f1a3e0ec)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_65f480633adfcde840ed6b932ba501e3 = L.marker(\n",
       "                [50.766045786051016, 3.861800406131388],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_2118fd2ded891ecfc7656efeae2a5405 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_1bedf00ca0ad246cfa4af0b4c72f9f43 = $(`&lt;div id=&quot;html_1bedf00ca0ad246cfa4af0b4c72f9f43&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-030847&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12401980&lt;br&gt; Value: 5.89%&lt;/div&gt;`)[0];\n",
       "                popup_2118fd2ded891ecfc7656efeae2a5405.setContent(html_1bedf00ca0ad246cfa4af0b4c72f9f43);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_65f480633adfcde840ed6b932ba501e3.bindPopup(popup_2118fd2ded891ecfc7656efeae2a5405)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_8fab03ba0e7c7b1e140442a9dfcb4b90 = L.marker(\n",
       "                [50.76788184118056, 3.8284193398438067],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_66f1a0e22c3453d51bee4d24b95356b3 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_29488b6982b9443fce97ae0daeffbe79 = $(`&lt;div id=&quot;html_29488b6982b9443fce97ae0daeffbe79&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-030281&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12400595&lt;br&gt; Value: 2.81%&lt;/div&gt;`)[0];\n",
       "                popup_66f1a0e22c3453d51bee4d24b95356b3.setContent(html_29488b6982b9443fce97ae0daeffbe79);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_8fab03ba0e7c7b1e140442a9dfcb4b90.bindPopup(popup_66f1a0e22c3453d51bee4d24b95356b3)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_f7c7af198c6e304e8bfaf9057de011f2 = L.marker(\n",
       "                [50.76372186431698, 3.843638170730117],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_2235eefbfcefbdd51eee7101b7c446bb = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_486951f8e3eb18707b765755815ed275 = $(`&lt;div id=&quot;html_486951f8e3eb18707b765755815ed275&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-030902&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12402120&lt;br&gt; Value: 2.40%&lt;/div&gt;`)[0];\n",
       "                popup_2235eefbfcefbdd51eee7101b7c446bb.setContent(html_486951f8e3eb18707b765755815ed275);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_f7c7af198c6e304e8bfaf9057de011f2.bindPopup(popup_2235eefbfcefbdd51eee7101b7c446bb)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_6fb18b967ac182f274ae390f86bd1ae4 = L.marker(\n",
       "                [50.75364422598984, 3.8829976579385486],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_08795c92f4b3f66ca8c3d0739a6092c2 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_8770a55377a95a26a37386731c67d6ec = $(`&lt;div id=&quot;html_8770a55377a95a26a37386731c67d6ec&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-031161&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12402775&lt;br&gt; Value: 0.64%&lt;/div&gt;`)[0];\n",
       "                popup_08795c92f4b3f66ca8c3d0739a6092c2.setContent(html_8770a55377a95a26a37386731c67d6ec);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_6fb18b967ac182f274ae390f86bd1ae4.bindPopup(popup_08795c92f4b3f66ca8c3d0739a6092c2)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_1bac18f81ef8e0778ddae15c4ddb6d50 = L.marker(\n",
       "                [50.795681595508704, 3.959454632941143],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_3d8b70e2849df8e446ba40ca730db865 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_9243c0bdba69d517533cdcc78caed2f2 = $(`&lt;div id=&quot;html_9243c0bdba69d517533cdcc78caed2f2&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-031456&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12403495&lt;br&gt; Value: 0.78%&lt;/div&gt;`)[0];\n",
       "                popup_3d8b70e2849df8e446ba40ca730db865.setContent(html_9243c0bdba69d517533cdcc78caed2f2);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_1bac18f81ef8e0778ddae15c4ddb6d50.bindPopup(popup_3d8b70e2849df8e446ba40ca730db865)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_7b3660e73c194b8636e8ebe1e10d9fc2 = L.marker(\n",
       "                [50.819609959141374, 3.8907990329484345],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_504441b530c2a0d696e85d8a402b0679 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_46b24b3ece121df76da5915142d0db7f = $(`&lt;div id=&quot;html_46b24b3ece121df76da5915142d0db7f&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-032814&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12406785&lt;br&gt; Value: 1.42%&lt;/div&gt;`)[0];\n",
       "                popup_504441b530c2a0d696e85d8a402b0679.setContent(html_46b24b3ece121df76da5915142d0db7f);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_7b3660e73c194b8636e8ebe1e10d9fc2.bindPopup(popup_504441b530c2a0d696e85d8a402b0679)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_573dba72f2731d2d6554125ccf376fdb = L.marker(\n",
       "                [50.80088299978865, 3.9659814258135624],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_dc64217290981e190aab90f4bee1818d = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_cf51ee90e9a3d8ec195f0cec1cbbb746 = $(`&lt;div id=&quot;html_cf51ee90e9a3d8ec195f0cec1cbbb746&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-031799&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12404335&lt;br&gt; Value: 2.44%&lt;/div&gt;`)[0];\n",
       "                popup_dc64217290981e190aab90f4bee1818d.setContent(html_cf51ee90e9a3d8ec195f0cec1cbbb746);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_573dba72f2731d2d6554125ccf376fdb.bindPopup(popup_dc64217290981e190aab90f4bee1818d)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_15155804a2d7a858310f7d4199021111 = L.marker(\n",
       "                [50.75633232141948, 3.9114534748565624],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_75e2f2bd8f394aeb5f1650da3198487a = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_853a73d698ca711b40cb94e9146598a5 = $(`&lt;div id=&quot;html_853a73d698ca711b40cb94e9146598a5&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-033066&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12407395&lt;br&gt; Value: 1.49%&lt;/div&gt;`)[0];\n",
       "                popup_75e2f2bd8f394aeb5f1650da3198487a.setContent(html_853a73d698ca711b40cb94e9146598a5);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_15155804a2d7a858310f7d4199021111.bindPopup(popup_75e2f2bd8f394aeb5f1650da3198487a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_5b22b141d19cc7accb680722f0076964 = L.marker(\n",
       "                [50.79968509335017, 3.9709039079628283],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_e9bcaf4b706aeb2c3b75cc300313a0b2 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_fdb97b6058c05eb1bbe1e024aca845df = $(`&lt;div id=&quot;html_fdb97b6058c05eb1bbe1e024aca845df&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-032618&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12406300&lt;br&gt; Value: 1.13%&lt;/div&gt;`)[0];\n",
       "                popup_e9bcaf4b706aeb2c3b75cc300313a0b2.setContent(html_fdb97b6058c05eb1bbe1e024aca845df);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_5b22b141d19cc7accb680722f0076964.bindPopup(popup_e9bcaf4b706aeb2c3b75cc300313a0b2)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_2947338c5320ef31a2d586def5ac202a = L.marker(\n",
       "                [50.7529169945732, 3.8305319936807782],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_1b15781173d3d81ec34228b750125188 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_918c24c33b49e3c0e943b96af94ee26d = $(`&lt;div id=&quot;html_918c24c33b49e3c0e943b96af94ee26d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-033151&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12407595&lt;br&gt; Value: 1.90%&lt;/div&gt;`)[0];\n",
       "                popup_1b15781173d3d81ec34228b750125188.setContent(html_918c24c33b49e3c0e943b96af94ee26d);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_2947338c5320ef31a2d586def5ac202a.bindPopup(popup_1b15781173d3d81ec34228b750125188)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_af281f1285959fdcb1a2b5b462bd085f = L.marker(\n",
       "                [50.7752025365098, 3.897581838348952],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_b48c6f7a08ce12713497c50076032d0e = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_794abb8439a196a5175a1d51da85864a = $(`&lt;div id=&quot;html_794abb8439a196a5175a1d51da85864a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-034193&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12412160&lt;br&gt; Value: 1.72%&lt;/div&gt;`)[0];\n",
       "                popup_b48c6f7a08ce12713497c50076032d0e.setContent(html_794abb8439a196a5175a1d51da85864a);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_af281f1285959fdcb1a2b5b462bd085f.bindPopup(popup_b48c6f7a08ce12713497c50076032d0e)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_0462ad306c11b904fa4094e9978053c6 = L.marker(\n",
       "                [50.75516151041274, 3.9297102791240768],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_3cb13588dfa1e6e2b8871dcebecdb033 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_3426e45c4367e1cd9c03d52d6ab8cbac = $(`&lt;div id=&quot;html_3426e45c4367e1cd9c03d52d6ab8cbac&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-033437&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12408495&lt;br&gt; Value: 1.43%&lt;/div&gt;`)[0];\n",
       "                popup_3cb13588dfa1e6e2b8871dcebecdb033.setContent(html_3426e45c4367e1cd9c03d52d6ab8cbac);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_0462ad306c11b904fa4094e9978053c6.bindPopup(popup_3cb13588dfa1e6e2b8871dcebecdb033)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_5b93da1f7b335b745a7c090888fa8c39 = L.marker(\n",
       "                [50.78240748374936, 3.936626343931379],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_4e64429d2b951e832764ff25a15befd6 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_da5eb59edcb9151f2ad0c505e1b8893c = $(`&lt;div id=&quot;html_da5eb59edcb9151f2ad0c505e1b8893c&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-033713&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12409820&lt;br&gt; Value: 1.44%&lt;/div&gt;`)[0];\n",
       "                popup_4e64429d2b951e832764ff25a15befd6.setContent(html_da5eb59edcb9151f2ad0c505e1b8893c);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_5b93da1f7b335b745a7c090888fa8c39.bindPopup(popup_4e64429d2b951e832764ff25a15befd6)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_85f9d3a636da0d2ca5b8196fae1a2341 = L.marker(\n",
       "                [50.798269231771116, 3.9089193645715357],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_6145f17397847e7626a374b38cef496e = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_e2db5c3dffea4cfa13786fb302feef12 = $(`&lt;div id=&quot;html_e2db5c3dffea4cfa13786fb302feef12&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-034010&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12411280&lt;br&gt; Value: 1.18%&lt;/div&gt;`)[0];\n",
       "                popup_6145f17397847e7626a374b38cef496e.setContent(html_e2db5c3dffea4cfa13786fb302feef12);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_85f9d3a636da0d2ca5b8196fae1a2341.bindPopup(popup_6145f17397847e7626a374b38cef496e)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_00b4e2cf959ef10b828c96bcdcc7c503 = L.marker(\n",
       "                [50.75855492738219, 3.9122465920502503],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_cb20bcaa8bbae84d9e8d98baf3e4ece5 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_632ca0d941b3631d9175b7983a6170f8 = $(`&lt;div id=&quot;html_632ca0d941b3631d9175b7983a6170f8&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-034824&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12415220&lt;br&gt; Value: 1.71%&lt;/div&gt;`)[0];\n",
       "                popup_cb20bcaa8bbae84d9e8d98baf3e4ece5.setContent(html_632ca0d941b3631d9175b7983a6170f8);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_00b4e2cf959ef10b828c96bcdcc7c503.bindPopup(popup_cb20bcaa8bbae84d9e8d98baf3e4ece5)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_dd1212efbb0dab98213b162170c7cd45 = L.marker(\n",
       "                [50.750850647339895, 3.9206740659203376],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_1a8707626da7c3b1dbb7ca3c1a9a4e91 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_136290eb180cfcc7c5525780a8b60fe4 = $(`&lt;div id=&quot;html_136290eb180cfcc7c5525780a8b60fe4&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-033763&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12410070&lt;br&gt; Value: 3.83%&lt;/div&gt;`)[0];\n",
       "                popup_1a8707626da7c3b1dbb7ca3c1a9a4e91.setContent(html_136290eb180cfcc7c5525780a8b60fe4);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_dd1212efbb0dab98213b162170c7cd45.bindPopup(popup_1a8707626da7c3b1dbb7ca3c1a9a4e91)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_703e044754fb0d711be3d512a41ae6b1 = L.marker(\n",
       "                [50.7552670335237, 3.9262860455801083],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_33052cbd67e91f3e9255ff623b0faf4a = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_07cc91227705579464df8c6cfe401275 = $(`&lt;div id=&quot;html_07cc91227705579464df8c6cfe401275&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-034105&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12411745&lt;br&gt; Value: 2.95%&lt;/div&gt;`)[0];\n",
       "                popup_33052cbd67e91f3e9255ff623b0faf4a.setContent(html_07cc91227705579464df8c6cfe401275);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_703e044754fb0d711be3d512a41ae6b1.bindPopup(popup_33052cbd67e91f3e9255ff623b0faf4a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_cd49cd10f978e9441a639421e563a61e = L.marker(\n",
       "                [50.76024670274125, 3.901806711013227],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_3201cff483be4901f7da3a66d1794981 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_19d7a92561fb7fcd7fe1ae066022b2dc = $(`&lt;div id=&quot;html_19d7a92561fb7fcd7fe1ae066022b2dc&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-034159&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12411995&lt;br&gt; Value: 1.71%&lt;/div&gt;`)[0];\n",
       "                popup_3201cff483be4901f7da3a66d1794981.setContent(html_19d7a92561fb7fcd7fe1ae066022b2dc);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_cd49cd10f978e9441a639421e563a61e.bindPopup(popup_3201cff483be4901f7da3a66d1794981)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_1ea924f17d4075b5cb848c7626987dd8 = L.marker(\n",
       "                [50.773072970840424, 3.8822909328546564],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_5e4efb311da442ad30524ed7281c91a5 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_5e60549a689cd21c6a5a3c039a453b9c = $(`&lt;div id=&quot;html_5e60549a689cd21c6a5a3c039a453b9c&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-034253&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12412450&lt;br&gt; Value: 3.82%&lt;/div&gt;`)[0];\n",
       "                popup_5e4efb311da442ad30524ed7281c91a5.setContent(html_5e60549a689cd21c6a5a3c039a453b9c);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_1ea924f17d4075b5cb848c7626987dd8.bindPopup(popup_5e4efb311da442ad30524ed7281c91a5)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_bcc02a6a8e71450ce5bb900640b22541 = L.marker(\n",
       "                [50.81756207155466, 3.890044424822495],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_773358b2dc10bd787e326e031fa48443 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_ec1b54ac622b94e4dc29d30cd5f7032a = $(`&lt;div id=&quot;html_ec1b54ac622b94e4dc29d30cd5f7032a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-033640&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12409465&lt;br&gt; Value: 1.67%&lt;/div&gt;`)[0];\n",
       "                popup_773358b2dc10bd787e326e031fa48443.setContent(html_ec1b54ac622b94e4dc29d30cd5f7032a);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_bcc02a6a8e71450ce5bb900640b22541.bindPopup(popup_773358b2dc10bd787e326e031fa48443)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_f211ae5fc637d878177172fe827d0734 = L.marker(\n",
       "                [50.78335110545611, 3.818624423295347],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_064697c279cda55ddb7dd8ab11484909 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_623c8223d63c2da76b0cd887a15c4b58 = $(`&lt;div id=&quot;html_623c8223d63c2da76b0cd887a15c4b58&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1964-014794&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1011367&lt;br&gt; Value: 1.26%&lt;/div&gt;`)[0];\n",
       "                popup_064697c279cda55ddb7dd8ab11484909.setContent(html_623c8223d63c2da76b0cd887a15c4b58);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_f211ae5fc637d878177172fe827d0734.bindPopup(popup_064697c279cda55ddb7dd8ab11484909)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_927ffc00ace0ccbc22a3367e24a7bf23 = L.marker(\n",
       "                [50.80870315896563, 3.927279411454296],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_3356b4190d5ff385973d95c612be59d2 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b2abc69183d149e9ff2bbcb2457c2ef6 = $(`&lt;div id=&quot;html_b2abc69183d149e9ff2bbcb2457c2ef6&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014887&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012146&lt;br&gt; Value: 0.77%&lt;/div&gt;`)[0];\n",
       "                popup_3356b4190d5ff385973d95c612be59d2.setContent(html_b2abc69183d149e9ff2bbcb2457c2ef6);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_927ffc00ace0ccbc22a3367e24a7bf23.bindPopup(popup_3356b4190d5ff385973d95c612be59d2)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_0e11444b0ebd30434c591ccbc2d8b648 = L.marker(\n",
       "                [50.7514567654592, 3.871372384228954],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_b042469a15c1103a5223da43ba881ac0 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_5e871b48ec1dfc53f411679c6bc78d4f = $(`&lt;div id=&quot;html_5e871b48ec1dfc53f411679c6bc78d4f&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014984&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012963&lt;br&gt; Value: 0.75%&lt;/div&gt;`)[0];\n",
       "                popup_b042469a15c1103a5223da43ba881ac0.setContent(html_5e871b48ec1dfc53f411679c6bc78d4f);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_0e11444b0ebd30434c591ccbc2d8b648.bindPopup(popup_b042469a15c1103a5223da43ba881ac0)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_e1cedb8f34dc7503a21ed9a3fc0c53d7 = L.marker(\n",
       "                [50.75698993513741, 3.8495732317723372],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_cf801060005f3bc4a245e0d134044ffb = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_0bd1755ad28c594197aac3cb4c42a01d = $(`&lt;div id=&quot;html_0bd1755ad28c594197aac3cb4c42a01d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1964-014803&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1011441&lt;br&gt; Value: 0.56%&lt;/div&gt;`)[0];\n",
       "                popup_cf801060005f3bc4a245e0d134044ffb.setContent(html_0bd1755ad28c594197aac3cb4c42a01d);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_e1cedb8f34dc7503a21ed9a3fc0c53d7.bindPopup(popup_cf801060005f3bc4a245e0d134044ffb)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_b5c4974322b57a84d9d9bf61200ad4b0 = L.marker(\n",
       "                [50.752029170814694, 3.9034922187530405],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_049eb87a9cd027aec1bf2dd5a768fd37 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_49b2a4123d0a5b3f04e68cfc057469c7 = $(`&lt;div id=&quot;html_49b2a4123d0a5b3f04e68cfc057469c7&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-015016&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1013248&lt;br&gt; Value: 0.74%&lt;/div&gt;`)[0];\n",
       "                popup_049eb87a9cd027aec1bf2dd5a768fd37.setContent(html_49b2a4123d0a5b3f04e68cfc057469c7);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_b5c4974322b57a84d9d9bf61200ad4b0.bindPopup(popup_049eb87a9cd027aec1bf2dd5a768fd37)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_4173e0a664a85445aa9bff0f55661829 = L.marker(\n",
       "                [50.78969277636716, 3.9735075782851133],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_5ce13e4ac9ae51c5d615565659e34e4e = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_f93a7685b984a41d685277081cd1b0d5 = $(`&lt;div id=&quot;html_f93a7685b984a41d685277081cd1b0d5&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1963-011108&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-980063&lt;br&gt; Value: 1.72%&lt;/div&gt;`)[0];\n",
       "                popup_5ce13e4ac9ae51c5d615565659e34e4e.setContent(html_f93a7685b984a41d685277081cd1b0d5);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_4173e0a664a85445aa9bff0f55661829.bindPopup(popup_5ce13e4ac9ae51c5d615565659e34e4e)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_2a24fd67a9767c90f071890d6da653d5 = L.marker(\n",
       "                [50.79963886717417, 3.966572662812252],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_f3c3a733d8856541abaa8e51d9ec083e = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_1a51427d99e8d57167b585174a0fca07 = $(`&lt;div id=&quot;html_1a51427d99e8d57167b585174a0fca07&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014937&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012573&lt;br&gt; Value: 0.53%&lt;/div&gt;`)[0];\n",
       "                popup_f3c3a733d8856541abaa8e51d9ec083e.setContent(html_1a51427d99e8d57167b585174a0fca07);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_2a24fd67a9767c90f071890d6da653d5.bindPopup(popup_f3c3a733d8856541abaa8e51d9ec083e)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_29eb05aebd011b0484f54285ea38ff70 = L.marker(\n",
       "                [50.74955447539241, 3.84334924448812],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_75be849aec647c2e0a0ac31febf399d0 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_0c76e7eb2b3a9dc97951d0b2fd377b78 = $(`&lt;div id=&quot;html_0c76e7eb2b3a9dc97951d0b2fd377b78&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1964-016476&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1026307&lt;br&gt; Value: 0.56%&lt;/div&gt;`)[0];\n",
       "                popup_75be849aec647c2e0a0ac31febf399d0.setContent(html_0c76e7eb2b3a9dc97951d0b2fd377b78);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_29eb05aebd011b0484f54285ea38ff70.bindPopup(popup_75be849aec647c2e0a0ac31febf399d0)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_f9b32fe345bedaff0cccb5f7116b710d = L.marker(\n",
       "                [50.80101422465067, 3.8968848437531154],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_417f4db3d7ba0a342334177ff8a41098 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_c72618d8fc3b7601351354a41f465b46 = $(`&lt;div id=&quot;html_c72618d8fc3b7601351354a41f465b46&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-033555&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12409045&lt;br&gt; Value: 0.97%&lt;/div&gt;`)[0];\n",
       "                popup_417f4db3d7ba0a342334177ff8a41098.setContent(html_c72618d8fc3b7601351354a41f465b46);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_f9b32fe345bedaff0cccb5f7116b710d.bindPopup(popup_417f4db3d7ba0a342334177ff8a41098)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_7f87927be52b26e4af0e6cefe9b0f0ee = L.marker(\n",
       "                [50.80096819922117, 3.9122014418759625],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_5694e213ec9dc3f805ec6ad9006d0733 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_38a0d8118c4edf8a2a68eda0d1c68a71 = $(`&lt;div id=&quot;html_38a0d8118c4edf8a2a68eda0d1c68a71&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014922&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012449&lt;br&gt; Value: 0.39%&lt;/div&gt;`)[0];\n",
       "                popup_5694e213ec9dc3f805ec6ad9006d0733.setContent(html_38a0d8118c4edf8a2a68eda0d1c68a71);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_7f87927be52b26e4af0e6cefe9b0f0ee.bindPopup(popup_5694e213ec9dc3f805ec6ad9006d0733)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_7715c72f608bdf148cc53ff16199e6db = L.marker(\n",
       "                [50.7908480956907, 3.9036621657570953],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_d41502c84844fc0ffe31dcddaf4fd65a = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_e87420e8ab9a315cd42e3aef4e1acafd = $(`&lt;div id=&quot;html_e87420e8ab9a315cd42e3aef4e1acafd&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014951&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012687&lt;br&gt; Value: 1.77%&lt;/div&gt;`)[0];\n",
       "                popup_d41502c84844fc0ffe31dcddaf4fd65a.setContent(html_e87420e8ab9a315cd42e3aef4e1acafd);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_7715c72f608bdf148cc53ff16199e6db.bindPopup(popup_d41502c84844fc0ffe31dcddaf4fd65a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_8360ae2980d34e851747dcb73bc7dbe3 = L.marker(\n",
       "                [50.74474714987641, 3.9363082753855805],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_843e70cb6e67a858c3e603a58f8e6abd = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_f414923f1cd93f0d01ffd8ee901330ee = $(`&lt;div id=&quot;html_f414923f1cd93f0d01ffd8ee901330ee&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-008425&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-957753&lt;br&gt; Value: 0.44%&lt;/div&gt;`)[0];\n",
       "                popup_843e70cb6e67a858c3e603a58f8e6abd.setContent(html_f414923f1cd93f0d01ffd8ee901330ee);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_8360ae2980d34e851747dcb73bc7dbe3.bindPopup(popup_843e70cb6e67a858c3e603a58f8e6abd)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_0f09f3a9cdaccb24d6771e56693fd539 = L.marker(\n",
       "                [50.82637664482166, 3.8774081995242007],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_d4bf9ec31893e150bcecbc0e9fa39f02 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_fad7fd08b1849618c137e41668f96444 = $(`&lt;div id=&quot;html_fad7fd08b1849618c137e41668f96444&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1972-014119&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1005626&lt;br&gt; Value: 1.01%&lt;/div&gt;`)[0];\n",
       "                popup_d4bf9ec31893e150bcecbc0e9fa39f02.setContent(html_fad7fd08b1849618c137e41668f96444);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_0f09f3a9cdaccb24d6771e56693fd539.bindPopup(popup_d4bf9ec31893e150bcecbc0e9fa39f02)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_fb1b422a94db7b4e318121721b8c4e6d = L.marker(\n",
       "                [50.81196535938403, 3.922240091353963],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_6c55d79bb989a7b52872eeb71ca93d80 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b957374e25ff1a1558cebd1a08fda8c0 = $(`&lt;div id=&quot;html_b957374e25ff1a1558cebd1a08fda8c0&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-015827&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1020551&lt;br&gt; Value: 0.82%&lt;/div&gt;`)[0];\n",
       "                popup_6c55d79bb989a7b52872eeb71ca93d80.setContent(html_b957374e25ff1a1558cebd1a08fda8c0);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_fb1b422a94db7b4e318121721b8c4e6d.bindPopup(popup_6c55d79bb989a7b52872eeb71ca93d80)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_f1cebf8fdf1fcb8e27e693b5547d819a = L.marker(\n",
       "                [50.77760854739284, 3.9042890259484646],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_532acf9b16c94de944cda4718c3965f0 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_63333aa8dce080726717e8450c86fa96 = $(`&lt;div id=&quot;html_63333aa8dce080726717e8450c86fa96&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014331&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1007398&lt;br&gt; Value: 0.70%&lt;/div&gt;`)[0];\n",
       "                popup_532acf9b16c94de944cda4718c3965f0.setContent(html_63333aa8dce080726717e8450c86fa96);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_f1cebf8fdf1fcb8e27e693b5547d819a.bindPopup(popup_532acf9b16c94de944cda4718c3965f0)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_06f3a2e9e4d4f1b7f583f4ddef901196 = L.marker(\n",
       "                [50.74720577755204, 3.821242310374047],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_70d30eb9857279fa2b140825cdeb1ead = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_5207a07fcd780a397ba1062cf0b49a83 = $(`&lt;div id=&quot;html_5207a07fcd780a397ba1062cf0b49a83&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1964-014801&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1011425&lt;br&gt; Value: 0.43%&lt;/div&gt;`)[0];\n",
       "                popup_70d30eb9857279fa2b140825cdeb1ead.setContent(html_5207a07fcd780a397ba1062cf0b49a83);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_06f3a2e9e4d4f1b7f583f4ddef901196.bindPopup(popup_70d30eb9857279fa2b140825cdeb1ead)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_f99c3c4fab7fb549bb22ea91aef67ed1 = L.marker(\n",
       "                [50.79847829437722, 3.9715898661859033],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_f8132eeae814a01d3bede951197ea410 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_4cf508480baa9a88e4a7bfafd2eec671 = $(`&lt;div id=&quot;html_4cf508480baa9a88e4a7bfafd2eec671&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-015888&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1021088&lt;br&gt; Value: 0.56%&lt;/div&gt;`)[0];\n",
       "                popup_f8132eeae814a01d3bede951197ea410.setContent(html_4cf508480baa9a88e4a7bfafd2eec671);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_f99c3c4fab7fb549bb22ea91aef67ed1.bindPopup(popup_f8132eeae814a01d3bede951197ea410)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_0d0266aeff3f2604647f1a644aeb33f1 = L.marker(\n",
       "                [50.76019643126026, 3.8867860877164264],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_d9a8429eeb0e44bfe1b5b02369d3c6b2 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_4418885f0484e348e68437cc13f0dd56 = $(`&lt;div id=&quot;html_4418885f0484e348e68437cc13f0dd56&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014957&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012738&lt;br&gt; Value: 0.43%&lt;/div&gt;`)[0];\n",
       "                popup_d9a8429eeb0e44bfe1b5b02369d3c6b2.setContent(html_4418885f0484e348e68437cc13f0dd56);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_0d0266aeff3f2604647f1a644aeb33f1.bindPopup(popup_d9a8429eeb0e44bfe1b5b02369d3c6b2)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_3cdf132fdbc71a0ce5a11c512c76c6e6 = L.marker(\n",
       "                [50.7821634887976, 3.883583659727563],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_fa37c2c34512cc6268205e050e52bc24 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_6e028e94348ffca8cd6f9a540060fb0e = $(`&lt;div id=&quot;html_6e028e94348ffca8cd6f9a540060fb0e&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014929&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012506&lt;br&gt; Value: 1.35%&lt;/div&gt;`)[0];\n",
       "                popup_fa37c2c34512cc6268205e050e52bc24.setContent(html_6e028e94348ffca8cd6f9a540060fb0e);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_3cdf132fdbc71a0ce5a11c512c76c6e6.bindPopup(popup_fa37c2c34512cc6268205e050e52bc24)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_b841d8e52f74f66d009d700f31097f42 = L.marker(\n",
       "                [50.82074056035968, 3.8690086739408787],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_6e5a66dd83649165a4df9429c17a6dcc = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b1e000ccf108e00aae33774582f875e3 = $(`&lt;div id=&quot;html_b1e000ccf108e00aae33774582f875e3&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-015840&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1020667&lt;br&gt; Value: 0.75%&lt;/div&gt;`)[0];\n",
       "                popup_6e5a66dd83649165a4df9429c17a6dcc.setContent(html_b1e000ccf108e00aae33774582f875e3);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_b841d8e52f74f66d009d700f31097f42.bindPopup(popup_6e5a66dd83649165a4df9429c17a6dcc)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_0dbf1750814ef6d6f3ebbdffa6b1988b = L.marker(\n",
       "                [50.75865055068966, 3.867583162515892],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_982608c64e4393b92f8ad1279d5abb20 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_4745f338d8099ee95d2ca2021865265c = $(`&lt;div id=&quot;html_4745f338d8099ee95d2ca2021865265c&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014961&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012770&lt;br&gt; Value: 1.54%&lt;/div&gt;`)[0];\n",
       "                popup_982608c64e4393b92f8ad1279d5abb20.setContent(html_4745f338d8099ee95d2ca2021865265c);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_0dbf1750814ef6d6f3ebbdffa6b1988b.bindPopup(popup_982608c64e4393b92f8ad1279d5abb20)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_808faa3e28f102dbca710eeb6d3bafa0 = L.marker(\n",
       "                [50.78762648620631, 3.880733609166358],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_f3615c58a6f7de0b5756a5b06d618ab4 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_782696048f704d8f46beecfda664a663 = $(`&lt;div id=&quot;html_782696048f704d8f46beecfda664a663&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014931&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012523&lt;br&gt; Value: 0.66%&lt;/div&gt;`)[0];\n",
       "                popup_f3615c58a6f7de0b5756a5b06d618ab4.setContent(html_782696048f704d8f46beecfda664a663);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_808faa3e28f102dbca710eeb6d3bafa0.bindPopup(popup_f3615c58a6f7de0b5756a5b06d618ab4)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_e58d896af42939ea889b77dfc682b4d2 = L.marker(\n",
       "                [50.785369102734116, 3.96309239460511],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_76cae854c8dce10d277a44d39a7f967f = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_38df0c40fff75e0acde57c0b2103faed = $(`&lt;div id=&quot;html_38df0c40fff75e0acde57c0b2103faed&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014939&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012589&lt;br&gt; Value: 0.89%&lt;/div&gt;`)[0];\n",
       "                popup_76cae854c8dce10d277a44d39a7f967f.setContent(html_38df0c40fff75e0acde57c0b2103faed);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_e58d896af42939ea889b77dfc682b4d2.bindPopup(popup_76cae854c8dce10d277a44d39a7f967f)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_677935a292d4dec27dd87c4ed3fb4a3a = L.marker(\n",
       "                [50.78159212634769, 3.962727850255414],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_ba2cecb064f9f202b62abdc3015e4127 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_f241d7a162f311092339be10d46ffc1d = $(`&lt;div id=&quot;html_f241d7a162f311092339be10d46ffc1d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014941&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012606&lt;br&gt; Value: 0.87%&lt;/div&gt;`)[0];\n",
       "                popup_ba2cecb064f9f202b62abdc3015e4127.setContent(html_f241d7a162f311092339be10d46ffc1d);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_677935a292d4dec27dd87c4ed3fb4a3a.bindPopup(popup_ba2cecb064f9f202b62abdc3015e4127)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_a63cdd9e67f4bd2393f969bdd40f199e = L.marker(\n",
       "                [50.76315832632298, 3.860122005911754],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_a08dfdbcfda2b97eda646efe6ce7582a = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_067b07d7766886ac7526e6a32bb4a640 = $(`&lt;div id=&quot;html_067b07d7766886ac7526e6a32bb4a640&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014962&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012779&lt;br&gt; Value: 0.61%&lt;/div&gt;`)[0];\n",
       "                popup_a08dfdbcfda2b97eda646efe6ce7582a.setContent(html_067b07d7766886ac7526e6a32bb4a640);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_a63cdd9e67f4bd2393f969bdd40f199e.bindPopup(popup_a08dfdbcfda2b97eda646efe6ce7582a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_099a9a83594d8337e9ba7f80066434ab = L.marker(\n",
       "                [50.73132766891506, 3.9155522761082677],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_15d8d1a822ca1f67935c1067ecaf51d6 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_1c736d1a08a2957cbff37023acd9b573 = $(`&lt;div id=&quot;html_1c736d1a08a2957cbff37023acd9b573&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1966-015274&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1015568&lt;br&gt; Value: 0.86%&lt;/div&gt;`)[0];\n",
       "                popup_15d8d1a822ca1f67935c1067ecaf51d6.setContent(html_1c736d1a08a2957cbff37023acd9b573);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_099a9a83594d8337e9ba7f80066434ab.bindPopup(popup_15d8d1a822ca1f67935c1067ecaf51d6)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_fac03131da40dbd0bf73e922d2be3a74 = L.marker(\n",
       "                [50.802335237084264, 3.9459513427809676],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_352d2abc48dd54735b224d25bdc1f652 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_bdcf46e8fde263cdd6fbd97e8f64a71c = $(`&lt;div id=&quot;html_bdcf46e8fde263cdd6fbd97e8f64a71c&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014883&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012113&lt;br&gt; Value: 1.99%&lt;/div&gt;`)[0];\n",
       "                popup_352d2abc48dd54735b224d25bdc1f652.setContent(html_bdcf46e8fde263cdd6fbd97e8f64a71c);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_fac03131da40dbd0bf73e922d2be3a74.bindPopup(popup_352d2abc48dd54735b224d25bdc1f652)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_08aa3c54e5c513fd45bc630260a5d8b2 = L.marker(\n",
       "                [50.752460100740656, 3.862150491882748],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_ce01d1be08150f74f7aab642b877743c = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_1fb112f61b3b35c87addb6aec30c0a98 = $(`&lt;div id=&quot;html_1fb112f61b3b35c87addb6aec30c0a98&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014982&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012945&lt;br&gt; Value: 1.32%&lt;/div&gt;`)[0];\n",
       "                popup_ce01d1be08150f74f7aab642b877743c.setContent(html_1fb112f61b3b35c87addb6aec30c0a98);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_08aa3c54e5c513fd45bc630260a5d8b2.bindPopup(popup_ce01d1be08150f74f7aab642b877743c)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_b2c567707a71f0de5ae01aed377c1192 = L.marker(\n",
       "                [50.7685371244657, 3.8669748278132703],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_de6888635a768209702257e105f6be13 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_6a3bad34492ae9786553f310f21fca8f = $(`&lt;div id=&quot;html_6a3bad34492ae9786553f310f21fca8f&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-028919&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12397325&lt;br&gt; Value: 1.52%&lt;/div&gt;`)[0];\n",
       "                popup_de6888635a768209702257e105f6be13.setContent(html_6a3bad34492ae9786553f310f21fca8f);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_b2c567707a71f0de5ae01aed377c1192.bindPopup(popup_de6888635a768209702257e105f6be13)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_ac47327681a0da479ff0d7bb17724b52 = L.marker(\n",
       "                [50.768300131679126, 3.8436506893581353],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_0f86b9a6e5fc09ec3a4df4b210664c8c = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_f47ffe9390d08b830e09751d135df108 = $(`&lt;div id=&quot;html_f47ffe9390d08b830e09751d135df108&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-029292&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12398230&lt;br&gt; Value: 2.09%&lt;/div&gt;`)[0];\n",
       "                popup_0f86b9a6e5fc09ec3a4df4b210664c8c.setContent(html_f47ffe9390d08b830e09751d135df108);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_ac47327681a0da479ff0d7bb17724b52.bindPopup(popup_0f86b9a6e5fc09ec3a4df4b210664c8c)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_f3a4e7614a234a1f6f323e01b1d04e1a = L.marker(\n",
       "                [50.770737308462955, 3.8169724375734804],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_beaafa90e92a2e8fcdad924add4f79f9 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_6f8855186c65b88037b1804b5180f909 = $(`&lt;div id=&quot;html_6f8855186c65b88037b1804b5180f909&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-030841&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12401965&lt;br&gt; Value: 1.86%&lt;/div&gt;`)[0];\n",
       "                popup_beaafa90e92a2e8fcdad924add4f79f9.setContent(html_6f8855186c65b88037b1804b5180f909);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_f3a4e7614a234a1f6f323e01b1d04e1a.bindPopup(popup_beaafa90e92a2e8fcdad924add4f79f9)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_eb9e8d30f8470437d37fc41ea339555d = L.marker(\n",
       "                [50.73751359089921, 3.9181484146141408],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_64286b96ccb02bac9f5cad37efc9c7f8 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_86298a1a2f080b6d6efaa4f2bf803a30 = $(`&lt;div id=&quot;html_86298a1a2f080b6d6efaa4f2bf803a30&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-032033&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12404880&lt;br&gt; Value: 1.25%&lt;/div&gt;`)[0];\n",
       "                popup_64286b96ccb02bac9f5cad37efc9c7f8.setContent(html_86298a1a2f080b6d6efaa4f2bf803a30);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_eb9e8d30f8470437d37fc41ea339555d.bindPopup(popup_64286b96ccb02bac9f5cad37efc9c7f8)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_dc00d0873df278c2242d260a81cd8713 = L.marker(\n",
       "                [50.73648193682932, 3.9136434387168935],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_903ccef0cc3136dafd8f6922443cb527 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_91d6de1ecbb545203267ecb0028bdf84 = $(`&lt;div id=&quot;html_91d6de1ecbb545203267ecb0028bdf84&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-032103&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12405040&lt;br&gt; Value: 0.55%&lt;/div&gt;`)[0];\n",
       "                popup_903ccef0cc3136dafd8f6922443cb527.setContent(html_91d6de1ecbb545203267ecb0028bdf84);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_dc00d0873df278c2242d260a81cd8713.bindPopup(popup_903ccef0cc3136dafd8f6922443cb527)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_8717f00351d211eb015d86b2983fccd2 = L.marker(\n",
       "                [50.76288878654388, 3.914890254183315],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_5ab3a59dfaf7c1733c9c2a42ac8aad1a = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_5e775b1b562d3138462f982d92e3c108 = $(`&lt;div id=&quot;html_5e775b1b562d3138462f982d92e3c108&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-032752&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12406630&lt;br&gt; Value: 3.17%&lt;/div&gt;`)[0];\n",
       "                popup_5ab3a59dfaf7c1733c9c2a42ac8aad1a.setContent(html_5e775b1b562d3138462f982d92e3c108);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_8717f00351d211eb015d86b2983fccd2.bindPopup(popup_5ab3a59dfaf7c1733c9c2a42ac8aad1a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_6d7e7092d8684bb7b78a901bcac76542 = L.marker(\n",
       "                [50.7579927223798, 3.8354474964200738],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_1eacb45f4f3e48087795b8edc060b43d = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_6158ac6adef72ab83a247550217c040b = $(`&lt;div id=&quot;html_6158ac6adef72ab83a247550217c040b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-031600&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12403855&lt;br&gt; Value: 2.96%&lt;/div&gt;`)[0];\n",
       "                popup_1eacb45f4f3e48087795b8edc060b43d.setContent(html_6158ac6adef72ab83a247550217c040b);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_6d7e7092d8684bb7b78a901bcac76542.bindPopup(popup_1eacb45f4f3e48087795b8edc060b43d)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_eb386f2b84eda96c4b8f27cbd6437da3 = L.marker(\n",
       "                [50.75945196464043, 3.883688035386079],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_fb70994873451f1e2825b901a33d7678 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_a9495a8f340e980a07a9d9a8b2513d2e = $(`&lt;div id=&quot;html_a9495a8f340e980a07a9d9a8b2513d2e&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-031719&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12404140&lt;br&gt; Value: 2.21%&lt;/div&gt;`)[0];\n",
       "                popup_fb70994873451f1e2825b901a33d7678.setContent(html_a9495a8f340e980a07a9d9a8b2513d2e);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_eb386f2b84eda96c4b8f27cbd6437da3.bindPopup(popup_fb70994873451f1e2825b901a33d7678)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_c3432157251f26dd13aa46a327f779f7 = L.marker(\n",
       "                [50.79004601608012, 3.9882030101773536],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_47f8c01fbc7f38512d4d98d3960018dd = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_cf109ea778bcaa56df3abbff3b7c41b9 = $(`&lt;div id=&quot;html_cf109ea778bcaa56df3abbff3b7c41b9&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-032920&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12407040&lt;br&gt; Value: 1.41%&lt;/div&gt;`)[0];\n",
       "                popup_47f8c01fbc7f38512d4d98d3960018dd.setContent(html_cf109ea778bcaa56df3abbff3b7c41b9);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_c3432157251f26dd13aa46a327f779f7.bindPopup(popup_47f8c01fbc7f38512d4d98d3960018dd)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_8e3672371dd83cdb3dae5b2e993f959c = L.marker(\n",
       "                [50.78848754039096, 3.9880061205957387],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_dfdae41eee575f8f4f140a615feb8276 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_a83180498809c202fd9ca43b0f2879ca = $(`&lt;div id=&quot;html_a83180498809c202fd9ca43b0f2879ca&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-031841&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12404430&lt;br&gt; Value: 2.47%&lt;/div&gt;`)[0];\n",
       "                popup_dfdae41eee575f8f4f140a615feb8276.setContent(html_a83180498809c202fd9ca43b0f2879ca);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_8e3672371dd83cdb3dae5b2e993f959c.bindPopup(popup_dfdae41eee575f8f4f140a615feb8276)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_128bd477b6772431e7af0ebd40eba96f = L.marker(\n",
       "                [50.78349996152006, 3.8981339107036366],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_1f77e2ab26bd26c09853346d9baf47e8 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_2d6e12c607c8a17bc1e3380e28f4bd0c = $(`&lt;div id=&quot;html_2d6e12c607c8a17bc1e3380e28f4bd0c&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-033502&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12408800&lt;br&gt; Value: 2.00%&lt;/div&gt;`)[0];\n",
       "                popup_1f77e2ab26bd26c09853346d9baf47e8.setContent(html_2d6e12c607c8a17bc1e3380e28f4bd0c);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_128bd477b6772431e7af0ebd40eba96f.bindPopup(popup_1f77e2ab26bd26c09853346d9baf47e8)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_b9e9f2fce5fcb513a5fda7c04e4e4c6d = L.marker(\n",
       "                [50.766630908633445, 3.818585054991395],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_004fcf2873e44be12669a25fa311a502 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_1a7a36010dc5b7f87da8dfb2fe0aefd2 = $(`&lt;div id=&quot;html_1a7a36010dc5b7f87da8dfb2fe0aefd2&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-033694&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12409725&lt;br&gt; Value: 2.93%&lt;/div&gt;`)[0];\n",
       "                popup_004fcf2873e44be12669a25fa311a502.setContent(html_1a7a36010dc5b7f87da8dfb2fe0aefd2);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_b9e9f2fce5fcb513a5fda7c04e4e4c6d.bindPopup(popup_004fcf2873e44be12669a25fa311a502)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_c5e29478743377780918625723ac628c = L.marker(\n",
       "                [50.7741960831326, 3.8951843712901963],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_e07d420bc110be1290785a540aef303b = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_c8aaf5cd556d101dbae4f3e6f3dc0fb0 = $(`&lt;div id=&quot;html_c8aaf5cd556d101dbae4f3e6f3dc0fb0&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-034000&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12411230&lt;br&gt; Value: 2.78%&lt;/div&gt;`)[0];\n",
       "                popup_e07d420bc110be1290785a540aef303b.setContent(html_c8aaf5cd556d101dbae4f3e6f3dc0fb0);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_c5e29478743377780918625723ac628c.bindPopup(popup_e07d420bc110be1290785a540aef303b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_6061b4b792d8ef850214bc8aa13a03d1 = L.marker(\n",
       "                [50.80523464063583, 3.9568550298902725],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_a10a9c94a193e0a3bb830e6f742f6b35 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_f02e620680fe6f31f85ea059e8ca1aa4 = $(`&lt;div id=&quot;html_f02e620680fe6f31f85ea059e8ca1aa4&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-034007&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12411265&lt;br&gt; Value: 1.81%&lt;/div&gt;`)[0];\n",
       "                popup_a10a9c94a193e0a3bb830e6f742f6b35.setContent(html_f02e620680fe6f31f85ea059e8ca1aa4);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_6061b4b792d8ef850214bc8aa13a03d1.bindPopup(popup_a10a9c94a193e0a3bb830e6f742f6b35)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_cc832e3a14c958af24e6146ec17058bc = L.marker(\n",
       "                [50.7969117409396, 3.89832154331884],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_b97a4a46b67ab972bb58922696671750 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_a894c1e197f7692b272ed20e37009ced = $(`&lt;div id=&quot;html_a894c1e197f7692b272ed20e37009ced&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-033789&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12410190&lt;br&gt; Value: 2.79%&lt;/div&gt;`)[0];\n",
       "                popup_b97a4a46b67ab972bb58922696671750.setContent(html_a894c1e197f7692b272ed20e37009ced);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_cc832e3a14c958af24e6146ec17058bc.bindPopup(popup_b97a4a46b67ab972bb58922696671750)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_1ac01bba0179e4f705e89d1d1e9ac653 = L.marker(\n",
       "                [50.77776323027935, 3.9030566387092036],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_d4c24a3f950f85f224f09169f0561535 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_8ec5d72c9aac5e155a31ad8217272c09 = $(`&lt;div id=&quot;html_8ec5d72c9aac5e155a31ad8217272c09&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-034881&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12415500&lt;br&gt; Value: 1.16%&lt;/div&gt;`)[0];\n",
       "                popup_d4c24a3f950f85f224f09169f0561535.setContent(html_8ec5d72c9aac5e155a31ad8217272c09);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_1ac01bba0179e4f705e89d1d1e9ac653.bindPopup(popup_d4c24a3f950f85f224f09169f0561535)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_5b408e02e53866295cc7085a6c5f56f7 = L.marker(\n",
       "                [50.77995986787299, 3.8879213034416735],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_184180e0c54956324da4e304d3f14d1b = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_2b160ba42efd586b41b0afc193e193a4 = $(`&lt;div id=&quot;html_2b160ba42efd586b41b0afc193e193a4&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-034945&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12415815&lt;br&gt; Value: 2.09%&lt;/div&gt;`)[0];\n",
       "                popup_184180e0c54956324da4e304d3f14d1b.setContent(html_2b160ba42efd586b41b0afc193e193a4);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_5b408e02e53866295cc7085a6c5f56f7.bindPopup(popup_184180e0c54956324da4e304d3f14d1b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_f75da9434469a6d17359e185ac58744f = L.marker(\n",
       "                [50.815790064058824, 3.935315635973687],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_c08ab4aa1cc6a217e24498d145ddd3e8 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_af7dcd9551e06e5fb70cc0dd9f4e9fd4 = $(`&lt;div id=&quot;html_af7dcd9551e06e5fb70cc0dd9f4e9fd4&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1995-016653&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-1044412&lt;br&gt; Value: 2.50%&lt;/div&gt;`)[0];\n",
       "                popup_c08ab4aa1cc6a217e24498d145ddd3e8.setContent(html_af7dcd9551e06e5fb70cc0dd9f4e9fd4);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_f75da9434469a6d17359e185ac58744f.bindPopup(popup_c08ab4aa1cc6a217e24498d145ddd3e8)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_f2217d4b89af8cce63cd108b4103dd58 = L.marker(\n",
       "                [50.81709693393869, 3.936226004329156],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_21a66e4b3f4cac1b0d44f370e379167e = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_781cbae2837814da34384d7f1e908c16 = $(`&lt;div id=&quot;html_781cbae2837814da34384d7f1e908c16&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1995-016654&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-1044420&lt;br&gt; Value: 1.20%&lt;/div&gt;`)[0];\n",
       "                popup_21a66e4b3f4cac1b0d44f370e379167e.setContent(html_781cbae2837814da34384d7f1e908c16);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_f2217d4b89af8cce63cd108b4103dd58.bindPopup(popup_21a66e4b3f4cac1b0d44f370e379167e)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_c4da89619e85771b0a8b8e7a6f14e17b = L.marker(\n",
       "                [50.78744212510211, 3.934455918100009],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_5774cd519874745388a02f11d89ad706 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_68a91d5039d9b259a8c7269f73ce8d65 = $(`&lt;div id=&quot;html_68a91d5039d9b259a8c7269f73ce8d65&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014933&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012540&lt;br&gt; Value: 1.55%&lt;/div&gt;`)[0];\n",
       "                popup_5774cd519874745388a02f11d89ad706.setContent(html_68a91d5039d9b259a8c7269f73ce8d65);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_c4da89619e85771b0a8b8e7a6f14e17b.bindPopup(popup_5774cd519874745388a02f11d89ad706)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_ecdaa30d114b73db87f57eff4ab999e6 = L.marker(\n",
       "                [50.80174375271014, 3.9514891871268896],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_a2cb9bbe45e398079d67e995a05a3a74 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_039c5a7f3ae64f7e4c82dce27ab9dac6 = $(`&lt;div id=&quot;html_039c5a7f3ae64f7e4c82dce27ab9dac6&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014882&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012104&lt;br&gt; Value: 2.82%&lt;/div&gt;`)[0];\n",
       "                popup_a2cb9bbe45e398079d67e995a05a3a74.setContent(html_039c5a7f3ae64f7e4c82dce27ab9dac6);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_ecdaa30d114b73db87f57eff4ab999e6.bindPopup(popup_a2cb9bbe45e398079d67e995a05a3a74)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_826bd1d985ed3956373da0d2c96fda35 = L.marker(\n",
       "                [50.78499255112014, 3.8983595190980798],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_605dff0a904138e694222574a2e4a273 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_8e06950b5b613c1b29850658c5171b49 = $(`&lt;div id=&quot;html_8e06950b5b613c1b29850658c5171b49&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014949&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012671&lt;br&gt; Value: 0.88%&lt;/div&gt;`)[0];\n",
       "                popup_605dff0a904138e694222574a2e4a273.setContent(html_8e06950b5b613c1b29850658c5171b49);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_826bd1d985ed3956373da0d2c96fda35.bindPopup(popup_605dff0a904138e694222574a2e4a273)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_f94adae43b1b3b1db78d9e757a1bb690 = L.marker(\n",
       "                [50.8078845570238, 3.967183311465798],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_b9b08815627edd6fbd708d84d53fd14f = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_774c19dbc526ea5412397d571c05c708 = $(`&lt;div id=&quot;html_774c19dbc526ea5412397d571c05c708&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-015825&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1020532&lt;br&gt; Value: 1.90%&lt;/div&gt;`)[0];\n",
       "                popup_b9b08815627edd6fbd708d84d53fd14f.setContent(html_774c19dbc526ea5412397d571c05c708);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_f94adae43b1b3b1db78d9e757a1bb690.bindPopup(popup_b9b08815627edd6fbd708d84d53fd14f)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_6004ba0566ae37cf69157367903e0311 = L.marker(\n",
       "                [50.787803887080926, 3.9183420393432664],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_684390c9ea464c96cc9fac771c35c0b0 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_7c1a9cccbd07e20b573fd2c35e256b99 = $(`&lt;div id=&quot;html_7c1a9cccbd07e20b573fd2c35e256b99&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-015893&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1021131&lt;br&gt; Value: 0.93%&lt;/div&gt;`)[0];\n",
       "                popup_684390c9ea464c96cc9fac771c35c0b0.setContent(html_7c1a9cccbd07e20b573fd2c35e256b99);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_6004ba0566ae37cf69157367903e0311.bindPopup(popup_684390c9ea464c96cc9fac771c35c0b0)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_d7b51288d1b22eb3bd6424c210b33300 = L.marker(\n",
       "                [50.78578097258911, 3.9448234926678296],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_216b1e270113f2ff792f89e3b42ccdf1 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_46996db0ffba5ad74f82b98402d48e35 = $(`&lt;div id=&quot;html_46996db0ffba5ad74f82b98402d48e35&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014935&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012557&lt;br&gt; Value: 0.75%&lt;/div&gt;`)[0];\n",
       "                popup_216b1e270113f2ff792f89e3b42ccdf1.setContent(html_46996db0ffba5ad74f82b98402d48e35);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_d7b51288d1b22eb3bd6424c210b33300.bindPopup(popup_216b1e270113f2ff792f89e3b42ccdf1)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_63a81702c6a7347d755a14f4c8e52568 = L.marker(\n",
       "                [50.80827046248666, 3.9440110910951685],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_1bf96a52b74f59dcaa224afba6f68cf0 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_f5574305748007965427184f9a98f37b = $(`&lt;div id=&quot;html_f5574305748007965427184f9a98f37b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014884&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012122&lt;br&gt; Value: 0.52%&lt;/div&gt;`)[0];\n",
       "                popup_1bf96a52b74f59dcaa224afba6f68cf0.setContent(html_f5574305748007965427184f9a98f37b);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_63a81702c6a7347d755a14f4c8e52568.bindPopup(popup_1bf96a52b74f59dcaa224afba6f68cf0)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_a5bdd9d84ecf1d88144e16a51a25a636 = L.marker(\n",
       "                [50.73142739775634, 3.9323508369153193],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_79df1014835883e997030fa7a1de747a = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_53ca6b639e1702806aca568beb0e88a5 = $(`&lt;div id=&quot;html_53ca6b639e1702806aca568beb0e88a5&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1966-008055&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-954601&lt;br&gt; Value: 1.00%&lt;/div&gt;`)[0];\n",
       "                popup_79df1014835883e997030fa7a1de747a.setContent(html_53ca6b639e1702806aca568beb0e88a5);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_a5bdd9d84ecf1d88144e16a51a25a636.bindPopup(popup_79df1014835883e997030fa7a1de747a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_533b20ef649ddb552abed10006e5dd85 = L.marker(\n",
       "                [50.79186054132032, 3.945506336147456],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_a44e5a304173db064c9570ffcb1e9988 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_fb7d5dc45f13bfb0c1a09b721903d19e = $(`&lt;div id=&quot;html_fb7d5dc45f13bfb0c1a09b721903d19e&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014934&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012549&lt;br&gt; Value: 0.56%&lt;/div&gt;`)[0];\n",
       "                popup_a44e5a304173db064c9570ffcb1e9988.setContent(html_fb7d5dc45f13bfb0c1a09b721903d19e);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_533b20ef649ddb552abed10006e5dd85.bindPopup(popup_a44e5a304173db064c9570ffcb1e9988)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_0195526bad85ab238f695399e017b13f = L.marker(\n",
       "                [50.779456059688236, 3.88105923914319],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_9296d3713c04cc7ce09d4331028a415e = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_f4d2e80cebe44e157678c5131bc443c2 = $(`&lt;div id=&quot;html_f4d2e80cebe44e157678c5131bc443c2&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-012451&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-991309&lt;br&gt; Value: 1.41%&lt;/div&gt;`)[0];\n",
       "                popup_9296d3713c04cc7ce09d4331028a415e.setContent(html_f4d2e80cebe44e157678c5131bc443c2);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_0195526bad85ab238f695399e017b13f.bindPopup(popup_9296d3713c04cc7ce09d4331028a415e)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_f9d7694e4bfe77b0bf0698d52f837681 = L.marker(\n",
       "                [50.82790419763859, 3.8729637420721192],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_b6fa0acb6f6d1997cf16310a939cef52 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_39c0c66c9e824e41d57113e632b3a597 = $(`&lt;div id=&quot;html_39c0c66c9e824e41d57113e632b3a597&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1972-014110&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1005548&lt;br&gt; Value: 1.89%&lt;/div&gt;`)[0];\n",
       "                popup_b6fa0acb6f6d1997cf16310a939cef52.setContent(html_39c0c66c9e824e41d57113e632b3a597);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_f9d7694e4bfe77b0bf0698d52f837681.bindPopup(popup_b6fa0acb6f6d1997cf16310a939cef52)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_2bfcb2f9cd875a4afdd35241fda2842a = L.marker(\n",
       "                [50.741380901904655, 3.937656732205282],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_45f83ccf244c21e041f9981b45d5ad20 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_fa0a5b337c5759518ef211e500c8b7a6 = $(`&lt;div id=&quot;html_fa0a5b337c5759518ef211e500c8b7a6&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-015258&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1015422&lt;br&gt; Value: 0.69%&lt;/div&gt;`)[0];\n",
       "                popup_45f83ccf244c21e041f9981b45d5ad20.setContent(html_fa0a5b337c5759518ef211e500c8b7a6);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_2bfcb2f9cd875a4afdd35241fda2842a.bindPopup(popup_45f83ccf244c21e041f9981b45d5ad20)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_029d6f77d333bcac557246244b49074e = L.marker(\n",
       "                [50.752951640776814, 3.8826937285290284],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_ca506b7867246651ae4c3ee81afe6003 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_3f83e12851349a77335fe6714f20796c = $(`&lt;div id=&quot;html_3f83e12851349a77335fe6714f20796c&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-015331&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1016082&lt;br&gt; Value: 0.66%&lt;/div&gt;`)[0];\n",
       "                popup_ca506b7867246651ae4c3ee81afe6003.setContent(html_3f83e12851349a77335fe6714f20796c);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_029d6f77d333bcac557246244b49074e.bindPopup(popup_ca506b7867246651ae4c3ee81afe6003)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_7bee8fb49cbc72776de88fa6b28cecf2 = L.marker(\n",
       "                [50.78883892177033, 3.9305287836998364],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_954832c5fa9c67760988922974783840 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_1cdcebb8cd9000d5aba59b533699cc70 = $(`&lt;div id=&quot;html_1cdcebb8cd9000d5aba59b533699cc70&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014930&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012515&lt;br&gt; Value: 0.73%&lt;/div&gt;`)[0];\n",
       "                popup_954832c5fa9c67760988922974783840.setContent(html_1cdcebb8cd9000d5aba59b533699cc70);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_7bee8fb49cbc72776de88fa6b28cecf2.bindPopup(popup_954832c5fa9c67760988922974783840)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_5b9d15178067b3301809bebfdc7c2917 = L.marker(\n",
       "                [50.75409863584749, 3.9295902166831347],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_2a08c2ba8aa87fd90d6c258e444c966b = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_155e1d31ca7879bc5cb9cb2f82cdf3be = $(`&lt;div id=&quot;html_155e1d31ca7879bc5cb9cb2f82cdf3be&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014968&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012829&lt;br&gt; Value: 0.69%&lt;/div&gt;`)[0];\n",
       "                popup_2a08c2ba8aa87fd90d6c258e444c966b.setContent(html_155e1d31ca7879bc5cb9cb2f82cdf3be);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_5b9d15178067b3301809bebfdc7c2917.bindPopup(popup_2a08c2ba8aa87fd90d6c258e444c966b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_27ac21f77407dd4bf05d20cb92850a6d = L.marker(\n",
       "                [50.770103116442186, 3.8911362581981375],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_838d7a95fe4358483cc6f240225e21a0 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_8ac6c065bb0770b9eb4d923b16c8ddde = $(`&lt;div id=&quot;html_8ac6c065bb0770b9eb4d923b16c8ddde&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014956&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012729&lt;br&gt; Value: 0.55%&lt;/div&gt;`)[0];\n",
       "                popup_838d7a95fe4358483cc6f240225e21a0.setContent(html_8ac6c065bb0770b9eb4d923b16c8ddde);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_27ac21f77407dd4bf05d20cb92850a6d.bindPopup(popup_838d7a95fe4358483cc6f240225e21a0)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_4aa94edd29b2c1d4ab7bbe427a33663d = L.marker(\n",
       "                [50.82035244938849, 3.926900598930284],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_06c6cdbed52dd706aab3f5ac79aad0a0 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_93cd189fd4c5c883c3ce7e2766f6a020 = $(`&lt;div id=&quot;html_93cd189fd4c5c883c3ce7e2766f6a020&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014893&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012196&lt;br&gt; Value: 0.47%&lt;/div&gt;`)[0];\n",
       "                popup_06c6cdbed52dd706aab3f5ac79aad0a0.setContent(html_93cd189fd4c5c883c3ce7e2766f6a020);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_4aa94edd29b2c1d4ab7bbe427a33663d.bindPopup(popup_06c6cdbed52dd706aab3f5ac79aad0a0)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_7496fe5edd3e3ccc6d53c8d862aa5e3b = L.marker(\n",
       "                [50.80842784375619, 3.918698227072834],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_d0a2c247d28abc4b8e1606208e8d222f = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_5e9c256612243813f37030fe32e9bb9b = $(`&lt;div id=&quot;html_5e9c256612243813f37030fe32e9bb9b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014897&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012232&lt;br&gt; Value: 0.62%&lt;/div&gt;`)[0];\n",
       "                popup_d0a2c247d28abc4b8e1606208e8d222f.setContent(html_5e9c256612243813f37030fe32e9bb9b);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_7496fe5edd3e3ccc6d53c8d862aa5e3b.bindPopup(popup_d0a2c247d28abc4b8e1606208e8d222f)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_29cc78973d6e4f6c0db317c15cfbfd41 = L.marker(\n",
       "                [50.7849274524049, 3.9924222895308263],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_a55d2e0cb708174753e43ab2eaa1fb14 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_d4316bcad584146b28ebc012039d2e5e = $(`&lt;div id=&quot;html_d4316bcad584146b28ebc012039d2e5e&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1963-008447&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-957892&lt;br&gt; Value: 1.11%&lt;/div&gt;`)[0];\n",
       "                popup_a55d2e0cb708174753e43ab2eaa1fb14.setContent(html_d4316bcad584146b28ebc012039d2e5e);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_29cc78973d6e4f6c0db317c15cfbfd41.bindPopup(popup_a55d2e0cb708174753e43ab2eaa1fb14)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_d4fde2aa99d9321ebb0aa5ce0de44487 = L.marker(\n",
       "                [50.81482645557513, 3.8842973149599063],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_3feec9866fb43f2e5a0e431090b30407 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_7bbc9ea39f18d255e58bc2bbc1212f16 = $(`&lt;div id=&quot;html_7bbc9ea39f18d255e58bc2bbc1212f16&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014916&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012398&lt;br&gt; Value: 1.68%&lt;/div&gt;`)[0];\n",
       "                popup_3feec9866fb43f2e5a0e431090b30407.setContent(html_7bbc9ea39f18d255e58bc2bbc1212f16);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_d4fde2aa99d9321ebb0aa5ce0de44487.bindPopup(popup_3feec9866fb43f2e5a0e431090b30407)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_61f45d1abba249657e14519875cba6e2 = L.marker(\n",
       "                [50.766798046420554, 3.8296760959274745],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_6bba051b8d918f6219751c760747995f = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_5be3ff930e09c42e1c9847f18da2e65c = $(`&lt;div id=&quot;html_5be3ff930e09c42e1c9847f18da2e65c&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1964-009468&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-966337&lt;br&gt; Value: 1.49%&lt;/div&gt;`)[0];\n",
       "                popup_6bba051b8d918f6219751c760747995f.setContent(html_5be3ff930e09c42e1c9847f18da2e65c);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_61f45d1abba249657e14519875cba6e2.bindPopup(popup_6bba051b8d918f6219751c760747995f)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_7b687b8980bcb599873e3bf1c323473f = L.marker(\n",
       "                [50.77588603617032, 3.914372550672665],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_a16e7ee03f0dd3a0870bd01c429808a0 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_460aba7c449a5e1cb2d2065d32860359 = $(`&lt;div id=&quot;html_460aba7c449a5e1cb2d2065d32860359&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-015894&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1021139&lt;br&gt; Value: 0.67%&lt;/div&gt;`)[0];\n",
       "                popup_a16e7ee03f0dd3a0870bd01c429808a0.setContent(html_460aba7c449a5e1cb2d2065d32860359);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_7b687b8980bcb599873e3bf1c323473f.bindPopup(popup_a16e7ee03f0dd3a0870bd01c429808a0)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_98a8ffbf16e227af07b2fa9a7b36ed48 = L.marker(\n",
       "                [50.77196104345184, 3.88542902203848],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_1f7aba238aff5f833312c659a83eb8b7 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_512503c11e0cec144547727366e3c713 = $(`&lt;div id=&quot;html_512503c11e0cec144547727366e3c713&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-028963&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12397435&lt;br&gt; Value: 2.63%&lt;/div&gt;`)[0];\n",
       "                popup_1f7aba238aff5f833312c659a83eb8b7.setContent(html_512503c11e0cec144547727366e3c713);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_98a8ffbf16e227af07b2fa9a7b36ed48.bindPopup(popup_1f7aba238aff5f833312c659a83eb8b7)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_8f5df4b7e5d1fffdec42d7b1adeeb7b9 = L.marker(\n",
       "                [50.79226471750049, 3.897849388532774],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_3aec22eaf552d9760126bd0b1f1a5aeb = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_4b377df01d4940e15465a371a59d6a47 = $(`&lt;div id=&quot;html_4b377df01d4940e15465a371a59d6a47&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-029500&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12398730&lt;br&gt; Value: 1.39%&lt;/div&gt;`)[0];\n",
       "                popup_3aec22eaf552d9760126bd0b1f1a5aeb.setContent(html_4b377df01d4940e15465a371a59d6a47);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_8f5df4b7e5d1fffdec42d7b1adeeb7b9.bindPopup(popup_3aec22eaf552d9760126bd0b1f1a5aeb)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_ece0ddc96ccd96012cddc21ccb97b8c0 = L.marker(\n",
       "                [50.77342559579259, 3.8252540195821223],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_a84f17aaeffa5cd205eef34ac6055a2b = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_d4a655fb4d9e0950af246ee3f0828a82 = $(`&lt;div id=&quot;html_d4a655fb4d9e0950af246ee3f0828a82&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-029552&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12398855&lt;br&gt; Value: 1.17%&lt;/div&gt;`)[0];\n",
       "                popup_a84f17aaeffa5cd205eef34ac6055a2b.setContent(html_d4a655fb4d9e0950af246ee3f0828a82);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_ece0ddc96ccd96012cddc21ccb97b8c0.bindPopup(popup_a84f17aaeffa5cd205eef34ac6055a2b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_2edd8068135c574867050df4b3102ecd = L.marker(\n",
       "                [50.78039847891142, 3.8075497735780504],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_a17ce093347de7c7414f7c976d91fd0f = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_9143068e73d2076dc33c5632868ef1ab = $(`&lt;div id=&quot;html_9143068e73d2076dc33c5632868ef1ab&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-028749&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12396900&lt;br&gt; Value: 1.30%&lt;/div&gt;`)[0];\n",
       "                popup_a17ce093347de7c7414f7c976d91fd0f.setContent(html_9143068e73d2076dc33c5632868ef1ab);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_2edd8068135c574867050df4b3102ecd.bindPopup(popup_a17ce093347de7c7414f7c976d91fd0f)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_5a9999aee527bf3ac7173993e793a17d = L.marker(\n",
       "                [50.77716472599634, 3.9011463068759924],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_e96efe81358e7e381ca8a80326343103 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b62adbbbb92e0b32aa349ca591a39b35 = $(`&lt;div id=&quot;html_b62adbbbb92e0b32aa349ca591a39b35&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-028767&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12396945&lt;br&gt; Value: 1.51%&lt;/div&gt;`)[0];\n",
       "                popup_e96efe81358e7e381ca8a80326343103.setContent(html_b62adbbbb92e0b32aa349ca591a39b35);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_5a9999aee527bf3ac7173993e793a17d.bindPopup(popup_e96efe81358e7e381ca8a80326343103)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_2e018430052f810834b24090f2a8a828 = L.marker(\n",
       "                [50.77537682529373, 3.823194823517541],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_a3c4fb58aaba007a042d2cc53c603da8 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_1a222a8d17f53d2159d4efdf22d87fc3 = $(`&lt;div id=&quot;html_1a222a8d17f53d2159d4efdf22d87fc3&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-030398&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12400880&lt;br&gt; Value: 1.35%&lt;/div&gt;`)[0];\n",
       "                popup_a3c4fb58aaba007a042d2cc53c603da8.setContent(html_1a222a8d17f53d2159d4efdf22d87fc3);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_2e018430052f810834b24090f2a8a828.bindPopup(popup_a3c4fb58aaba007a042d2cc53c603da8)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_bc23e9ad6129bb79dba8d15abc5ff39c = L.marker(\n",
       "                [50.8046143043372, 3.956612181561568],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_4e961ecf2acaaa468d7a93f3080bfa8e = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_263de0d06ec8e6e8a997a5d5381da2a4 = $(`&lt;div id=&quot;html_263de0d06ec8e6e8a997a5d5381da2a4&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-029854&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12399560&lt;br&gt; Value: 1.16%&lt;/div&gt;`)[0];\n",
       "                popup_4e961ecf2acaaa468d7a93f3080bfa8e.setContent(html_263de0d06ec8e6e8a997a5d5381da2a4);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_bc23e9ad6129bb79dba8d15abc5ff39c.bindPopup(popup_4e961ecf2acaaa468d7a93f3080bfa8e)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_0d14e5ddc749843a71fea1ad0812f5a8 = L.marker(\n",
       "                [50.772277642953924, 3.857526731635205],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_4c3fc8f385483cc1412c0f8e4feb0562 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_300f0226d360399efd89b00b1eec2c37 = $(`&lt;div id=&quot;html_300f0226d360399efd89b00b1eec2c37&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-029884&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12399625&lt;br&gt; Value: 1.06%&lt;/div&gt;`)[0];\n",
       "                popup_4c3fc8f385483cc1412c0f8e4feb0562.setContent(html_300f0226d360399efd89b00b1eec2c37);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_0d14e5ddc749843a71fea1ad0812f5a8.bindPopup(popup_4c3fc8f385483cc1412c0f8e4feb0562)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_218bc3a7eaa2f12bd12ef16651e317c4 = L.marker(\n",
       "                [50.7330672383513, 3.9085901526279625],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_b01c3ce5563277b314cd9d21169e6da6 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_7cc71211a8375de9b7d43f68835f3af4 = $(`&lt;div id=&quot;html_7cc71211a8375de9b7d43f68835f3af4&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-030638&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12401480&lt;br&gt; Value: 1.61%&lt;/div&gt;`)[0];\n",
       "                popup_b01c3ce5563277b314cd9d21169e6da6.setContent(html_7cc71211a8375de9b7d43f68835f3af4);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_218bc3a7eaa2f12bd12ef16651e317c4.bindPopup(popup_b01c3ce5563277b314cd9d21169e6da6)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_41dc638550e15f54ea013164df925ae7 = L.marker(\n",
       "                [50.75665639935119, 3.925399991253746],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_4c747128b1662f4e190f1f59aea1694b = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_77dd33a5f85dfa7e6065a8d5e9e8d7ec = $(`&lt;div id=&quot;html_77dd33a5f85dfa7e6065a8d5e9e8d7ec&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-030306&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12400650&lt;br&gt; Value: 4.53%&lt;/div&gt;`)[0];\n",
       "                popup_4c747128b1662f4e190f1f59aea1694b.setContent(html_77dd33a5f85dfa7e6065a8d5e9e8d7ec);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_41dc638550e15f54ea013164df925ae7.bindPopup(popup_4c747128b1662f4e190f1f59aea1694b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_15a81036b07c80f6d3f9f27be52e3bea = L.marker(\n",
       "                [50.76187364229238, 3.880196718527524],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_f7421029e2f71937e15686c76a83394b = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_e9c11d2dccac678deb85d9dcc1b36a15 = $(`&lt;div id=&quot;html_e9c11d2dccac678deb85d9dcc1b36a15&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-032912&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12407025&lt;br&gt; Value: 2.21%&lt;/div&gt;`)[0];\n",
       "                popup_f7421029e2f71937e15686c76a83394b.setContent(html_e9c11d2dccac678deb85d9dcc1b36a15);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_15a81036b07c80f6d3f9f27be52e3bea.bindPopup(popup_f7421029e2f71937e15686c76a83394b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_9b2e6af92206f5e3d16266fe140e706c = L.marker(\n",
       "                [50.76496596147173, 3.8627469994955903],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_386458a8679850f5a9adb5e6d19e92b2 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b8eedb0b2e153e7daf44ba0b4fd56411 = $(`&lt;div id=&quot;html_b8eedb0b2e153e7daf44ba0b4fd56411&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-032974&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12407170&lt;br&gt; Value: 1.05%&lt;/div&gt;`)[0];\n",
       "                popup_386458a8679850f5a9adb5e6d19e92b2.setContent(html_b8eedb0b2e153e7daf44ba0b4fd56411);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_9b2e6af92206f5e3d16266fe140e706c.bindPopup(popup_386458a8679850f5a9adb5e6d19e92b2)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_dd9bcbef77a2768b19976ef082217098 = L.marker(\n",
       "                [50.74374768544161, 3.9349306176334142],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_2548cb27fdabdeb9f8b212ec7609c136 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_40209a6844d141b61e0cfd7fa091a97b = $(`&lt;div id=&quot;html_40209a6844d141b61e0cfd7fa091a97b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-031953&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12404685&lt;br&gt; Value: 1.69%&lt;/div&gt;`)[0];\n",
       "                popup_2548cb27fdabdeb9f8b212ec7609c136.setContent(html_40209a6844d141b61e0cfd7fa091a97b);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_dd9bcbef77a2768b19976ef082217098.bindPopup(popup_2548cb27fdabdeb9f8b212ec7609c136)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_83cc42fa11c4ee0fce10fe074262acf7 = L.marker(\n",
       "                [50.74954504153577, 3.9069840547667214],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_a947e84f103b0836a3bdaeccf77e8574 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_e443768ec6d9121619afab4e153e5bda = $(`&lt;div id=&quot;html_e443768ec6d9121619afab4e153e5bda&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-033055&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12407365&lt;br&gt; Value: 1.86%&lt;/div&gt;`)[0];\n",
       "                popup_a947e84f103b0836a3bdaeccf77e8574.setContent(html_e443768ec6d9121619afab4e153e5bda);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_83cc42fa11c4ee0fce10fe074262acf7.bindPopup(popup_a947e84f103b0836a3bdaeccf77e8574)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_539d70ea99e798535d14a673ef0382af = L.marker(\n",
       "                [50.7910460350694, 3.935839007767114],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_b25629bed43532d5dd95c640f48e1178 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_a6f43a352a44615073d4f69ce4df50ac = $(`&lt;div id=&quot;html_a6f43a352a44615073d4f69ce4df50ac&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-034229&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12412335&lt;br&gt; Value: 1.40%&lt;/div&gt;`)[0];\n",
       "                popup_b25629bed43532d5dd95c640f48e1178.setContent(html_a6f43a352a44615073d4f69ce4df50ac);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_539d70ea99e798535d14a673ef0382af.bindPopup(popup_b25629bed43532d5dd95c640f48e1178)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_39001e3f535e85b99c5cec8db7a217b9 = L.marker(\n",
       "                [50.79445401400499, 3.952622038350879],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_df9edd4baa5bf10ddda12e1ec8c363da = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_94eb96b107e278dd74a6fd645a3a23da = $(`&lt;div id=&quot;html_94eb96b107e278dd74a6fd645a3a23da&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-033470&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12408645&lt;br&gt; Value: 1.65%&lt;/div&gt;`)[0];\n",
       "                popup_df9edd4baa5bf10ddda12e1ec8c363da.setContent(html_94eb96b107e278dd74a6fd645a3a23da);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_39001e3f535e85b99c5cec8db7a217b9.bindPopup(popup_df9edd4baa5bf10ddda12e1ec8c363da)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_b2206c7ba9d304042799ed875f0ba59a = L.marker(\n",
       "                [50.752622040513785, 3.92910896127477],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_5f505ee862633807d3b1e678b056fa95 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_2501544721581f099680b3092d055279 = $(`&lt;div id=&quot;html_2501544721581f099680b3092d055279&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-033865&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12410560&lt;br&gt; Value: 1.29%&lt;/div&gt;`)[0];\n",
       "                popup_5f505ee862633807d3b1e678b056fa95.setContent(html_2501544721581f099680b3092d055279);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_b2206c7ba9d304042799ed875f0ba59a.bindPopup(popup_5f505ee862633807d3b1e678b056fa95)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_88fc96aec1a95f086aa4c4f42d4a50bd = L.marker(\n",
       "                [50.77584891753394, 3.822873182592586],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_8f752fb94b8a95614c685bc1536ae156 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_a9e726bdf05230b6ddc9c57c6565bd35 = $(`&lt;div id=&quot;html_a9e726bdf05230b6ddc9c57c6565bd35&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-033684&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12409675&lt;br&gt; Value: 2.25%&lt;/div&gt;`)[0];\n",
       "                popup_8f752fb94b8a95614c685bc1536ae156.setContent(html_a9e726bdf05230b6ddc9c57c6565bd35);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_88fc96aec1a95f086aa4c4f42d4a50bd.bindPopup(popup_8f752fb94b8a95614c685bc1536ae156)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_4b9c0cf20e013451341c8931041c3299 = L.marker(\n",
       "                [50.76898301903525, 3.860399968703093],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_b527468f415cd6aba55cc2223c313e6b = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_563b0952fa412cd232c9b15aa2fc92fd = $(`&lt;div id=&quot;html_563b0952fa412cd232c9b15aa2fc92fd&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-033917&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12410820&lt;br&gt; Value: 1.17%&lt;/div&gt;`)[0];\n",
       "                popup_b527468f415cd6aba55cc2223c313e6b.setContent(html_563b0952fa412cd232c9b15aa2fc92fd);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_4b9c0cf20e013451341c8931041c3299.bindPopup(popup_b527468f415cd6aba55cc2223c313e6b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_40b57ef224920a0be83f4398add12f1b = L.marker(\n",
       "                [50.75213779162319, 3.8932821357103795],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_1b4b716063f26c31af637a4b881c8b4e = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_4e4d58a7610d3fa71c143561b4a65421 = $(`&lt;div id=&quot;html_4e4d58a7610d3fa71c143561b4a65421&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-034026&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12411360&lt;br&gt; Value: 1.36%&lt;/div&gt;`)[0];\n",
       "                popup_1b4b716063f26c31af637a4b881c8b4e.setContent(html_4e4d58a7610d3fa71c143561b4a65421);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_40b57ef224920a0be83f4398add12f1b.bindPopup(popup_1b4b716063f26c31af637a4b881c8b4e)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_5832b56bdc159962bbcdb43d5c1e4126 = L.marker(\n",
       "                [50.76716806542685, 3.847931034409507],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_3a150f3ea08e5ef237b22bcea06bbdac = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_3c7aafa683a6ceb63e533a30f4cf51ae = $(`&lt;div id=&quot;html_3c7aafa683a6ceb63e533a30f4cf51ae&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/2021-033812&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2021-12410295&lt;br&gt; Value: 1.73%&lt;/div&gt;`)[0];\n",
       "                popup_3a150f3ea08e5ef237b22bcea06bbdac.setContent(html_3c7aafa683a6ceb63e533a30f4cf51ae);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_5832b56bdc159962bbcdb43d5c1e4126.bindPopup(popup_3a150f3ea08e5ef237b22bcea06bbdac)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_d954ad06a5927bb6ad9676afd3f0617f = L.marker(\n",
       "                [50.760009288068126, 3.9095931328801994],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_4d3fecd52ffe193091db19b65988df2b = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_1cc60788e212b8cc8e875a298f4748c8 = $(`&lt;div id=&quot;html_1cc60788e212b8cc8e875a298f4748c8&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-015018&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1013265&lt;br&gt; Value: 0.55%&lt;/div&gt;`)[0];\n",
       "                popup_4d3fecd52ffe193091db19b65988df2b.setContent(html_1cc60788e212b8cc8e875a298f4748c8);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_d954ad06a5927bb6ad9676afd3f0617f.bindPopup(popup_4d3fecd52ffe193091db19b65988df2b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_f8019f86a0fe38e388ca61ca276115b8 = L.marker(\n",
       "                [50.78337524111191, 3.8788065269792646],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_b64b735adc39d19ad07dc21f279006ea = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_a930f2f1a85f75179126f2de63fe09a8 = $(`&lt;div id=&quot;html_a930f2f1a85f75179126f2de63fe09a8&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014940&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012597&lt;br&gt; Value: 1.90%&lt;/div&gt;`)[0];\n",
       "                popup_b64b735adc39d19ad07dc21f279006ea.setContent(html_a930f2f1a85f75179126f2de63fe09a8);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_f8019f86a0fe38e388ca61ca276115b8.bindPopup(popup_b64b735adc39d19ad07dc21f279006ea)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_d3b0688fa5ccd97e7aba26f091c0c58d = L.marker(\n",
       "                [50.80000678105487, 3.903174580907035],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_5f1e8de5d565564fee11a0cd6202c55f = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_af4c9757de54ca49699c93f5269273c4 = $(`&lt;div id=&quot;html_af4c9757de54ca49699c93f5269273c4&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-015885&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1021063&lt;br&gt; Value: 0.91%&lt;/div&gt;`)[0];\n",
       "                popup_5f1e8de5d565564fee11a0cd6202c55f.setContent(html_af4c9757de54ca49699c93f5269273c4);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_d3b0688fa5ccd97e7aba26f091c0c58d.bindPopup(popup_5f1e8de5d565564fee11a0cd6202c55f)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_beb7927a9be48189a696cd9add401676 = L.marker(\n",
       "                [50.79963149719297, 3.91523588132829],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_b93e5dc200e28d6040c83fcc7b0fa4d4 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_237138638a7e3e55a80e46821cf8f596 = $(`&lt;div id=&quot;html_237138638a7e3e55a80e46821cf8f596&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014924&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012465&lt;br&gt; Value: 0.48%&lt;/div&gt;`)[0];\n",
       "                popup_b93e5dc200e28d6040c83fcc7b0fa4d4.setContent(html_237138638a7e3e55a80e46821cf8f596);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_beb7927a9be48189a696cd9add401676.bindPopup(popup_b93e5dc200e28d6040c83fcc7b0fa4d4)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_3cdb9db317c832108de063e5990b8680 = L.marker(\n",
       "                [50.82987256700166, 3.8728720451981022],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_bbaf8afb34abc88ce72b22db36ec6edb = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_5e193f3867b407b903921b07691da267 = $(`&lt;div id=&quot;html_5e193f3867b407b903921b07691da267&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1972-014115&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1005591&lt;br&gt; Value: 0.87%&lt;/div&gt;`)[0];\n",
       "                popup_bbaf8afb34abc88ce72b22db36ec6edb.setContent(html_5e193f3867b407b903921b07691da267);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_3cdb9db317c832108de063e5990b8680.bindPopup(popup_bbaf8afb34abc88ce72b22db36ec6edb)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_dc2935088e5033b74594478a731fd6ca = L.marker(\n",
       "                [50.782695233408596, 3.967185126391083],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_33212cb0f8ee301080ec0236fbbb40fa = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_870e337f58b4d34a8f6a5f67a4ded5b0 = $(`&lt;div id=&quot;html_870e337f58b4d34a8f6a5f67a4ded5b0&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014938&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012581&lt;br&gt; Value: 0.78%&lt;/div&gt;`)[0];\n",
       "                popup_33212cb0f8ee301080ec0236fbbb40fa.setContent(html_870e337f58b4d34a8f6a5f67a4ded5b0);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_dc2935088e5033b74594478a731fd6ca.bindPopup(popup_33212cb0f8ee301080ec0236fbbb40fa)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_0b77cdd0ce49d04e0a44b56fa51e85ed = L.marker(\n",
       "                [50.7911593915512, 3.95561078708417],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_f015ee52704c8c241189db27cf1be207 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_d4c863e9a4431589ef3524ac5631c1d9 = $(`&lt;div id=&quot;html_d4c863e9a4431589ef3524ac5631c1d9&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014936&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012565&lt;br&gt; Value: 0.58%&lt;/div&gt;`)[0];\n",
       "                popup_f015ee52704c8c241189db27cf1be207.setContent(html_d4c863e9a4431589ef3524ac5631c1d9);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_0b77cdd0ce49d04e0a44b56fa51e85ed.bindPopup(popup_f015ee52704c8c241189db27cf1be207)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_a6504be40b20ba193a9f06a9abdfdc34 = L.marker(\n",
       "                [50.8031980943316, 3.9360414652226243],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_9997a08982ece1b1fc11fe6954d2f4f9 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_104cedbfbf96423f2963cb28f53d48cf = $(`&lt;div id=&quot;html_104cedbfbf96423f2963cb28f53d48cf&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014890&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012171&lt;br&gt; Value: 0.40%&lt;/div&gt;`)[0];\n",
       "                popup_9997a08982ece1b1fc11fe6954d2f4f9.setContent(html_104cedbfbf96423f2963cb28f53d48cf);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_a6504be40b20ba193a9f06a9abdfdc34.bindPopup(popup_9997a08982ece1b1fc11fe6954d2f4f9)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_f535b1a6055305b588f1378de95271ef = L.marker(\n",
       "                [50.74931798521837, 3.9159320973897906],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_fe80f56d485dcf04be0baa63c506b049 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_f814b648791b5dd689917fcf744360e7 = $(`&lt;div id=&quot;html_f814b648791b5dd689917fcf744360e7&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-015017&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1013256&lt;br&gt; Value: 1.32%&lt;/div&gt;`)[0];\n",
       "                popup_fe80f56d485dcf04be0baa63c506b049.setContent(html_f814b648791b5dd689917fcf744360e7);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_f535b1a6055305b588f1378de95271ef.bindPopup(popup_fe80f56d485dcf04be0baa63c506b049)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_c38643ec8656119a76d0f591f865b824 = L.marker(\n",
       "                [50.7399185187389, 3.931181423750139],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_a387fb5b924d8275f41a03b9fe20f8a8 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_cb3998595c8c11373b0a794abd4e042d = $(`&lt;div id=&quot;html_cb3998595c8c11373b0a794abd4e042d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014981&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012937&lt;br&gt; Value: 0.64%&lt;/div&gt;`)[0];\n",
       "                popup_a387fb5b924d8275f41a03b9fe20f8a8.setContent(html_cb3998595c8c11373b0a794abd4e042d);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_c38643ec8656119a76d0f591f865b824.bindPopup(popup_a387fb5b924d8275f41a03b9fe20f8a8)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_910a86366be8470d283e78f1f15c2f20 = L.marker(\n",
       "                [50.81605262402194, 3.930970980197753],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_529fc30b3e3d6c8c24ce9172c7228a83 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_df248dc37e29e4187f9ad320f54f568d = $(`&lt;div id=&quot;html_df248dc37e29e4187f9ad320f54f568d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014886&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012138&lt;br&gt; Value: 0.74%&lt;/div&gt;`)[0];\n",
       "                popup_529fc30b3e3d6c8c24ce9172c7228a83.setContent(html_df248dc37e29e4187f9ad320f54f568d);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_910a86366be8470d283e78f1f15c2f20.bindPopup(popup_529fc30b3e3d6c8c24ce9172c7228a83)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_5c1b998660e2006718930fbe6f8d1f63 = L.marker(\n",
       "                [50.75915506142836, 3.8657352768154185],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_bf3762c14acd004fb5e19f08d4d1f305 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_eafa3a16ecf40709263eb7573b039842 = $(`&lt;div id=&quot;html_eafa3a16ecf40709263eb7573b039842&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014963&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012787&lt;br&gt; Value: 1.15%&lt;/div&gt;`)[0];\n",
       "                popup_bf3762c14acd004fb5e19f08d4d1f305.setContent(html_eafa3a16ecf40709263eb7573b039842);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_5c1b998660e2006718930fbe6f8d1f63.bindPopup(popup_bf3762c14acd004fb5e19f08d4d1f305)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_23eec7cb1ec96e0b3d6769a961a5e680 = L.marker(\n",
       "                [50.805252443797386, 3.925254613127752],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_4356ac19302080e206dc417164956b30 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_1862609d46c290f7b81c21396a64beea = $(`&lt;div id=&quot;html_1862609d46c290f7b81c21396a64beea&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014892&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012188&lt;br&gt; Value: 0.64%&lt;/div&gt;`)[0];\n",
       "                popup_4356ac19302080e206dc417164956b30.setContent(html_1862609d46c290f7b81c21396a64beea);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_23eec7cb1ec96e0b3d6769a961a5e680.bindPopup(popup_4356ac19302080e206dc417164956b30)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_381f500090debe521935be1ff6103d26 = L.marker(\n",
       "                [50.79820157930198, 3.910469307271526],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_c72dd86e7ce36f50b8a8ef0cd41179a7 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_5d212035f3ac87893c92fbfc7cce151f = $(`&lt;div id=&quot;html_5d212035f3ac87893c92fbfc7cce151f&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014926&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012482&lt;br&gt; Value: 0.48%&lt;/div&gt;`)[0];\n",
       "                popup_c72dd86e7ce36f50b8a8ef0cd41179a7.setContent(html_5d212035f3ac87893c92fbfc7cce151f);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_381f500090debe521935be1ff6103d26.bindPopup(popup_c72dd86e7ce36f50b8a8ef0cd41179a7)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_a9196566c9491a1525deb7fe4d246e66 = L.marker(\n",
       "                [50.795253438671274, 3.912909267795069],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_e1ad7ecc27b8712eac772bad2e0df9ac = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_fff325e93ed728a11ead9dd0a7a0c012 = $(`&lt;div id=&quot;html_fff325e93ed728a11ead9dd0a7a0c012&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014925&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012473&lt;br&gt; Value: 1.41%&lt;/div&gt;`)[0];\n",
       "                popup_e1ad7ecc27b8712eac772bad2e0df9ac.setContent(html_fff325e93ed728a11ead9dd0a7a0c012);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_a9196566c9491a1525deb7fe4d246e66.bindPopup(popup_e1ad7ecc27b8712eac772bad2e0df9ac)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_31a26c674ef86b576d075495f3734113 = L.marker(\n",
       "                [50.7784746320516, 3.8828559536749148],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_2db6fedb4cc412505f278942a756c461 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_1bcd7c0ddd84b5e93e828d9279211775 = $(`&lt;div id=&quot;html_1bcd7c0ddd84b5e93e828d9279211775&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014947&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012655&lt;br&gt; Value: 1.05%&lt;/div&gt;`)[0];\n",
       "                popup_2db6fedb4cc412505f278942a756c461.setContent(html_1bcd7c0ddd84b5e93e828d9279211775);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_31a26c674ef86b576d075495f3734113.bindPopup(popup_2db6fedb4cc412505f278942a756c461)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_0ea386c6634e5a582f9f134b5338aada = L.marker(\n",
       "                [50.82490468533923, 3.8736907795940168],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_917b8dd2b7c2f448dabc54893bd32921 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_6f14682ff27d846747855d4430d6a0e7 = $(`&lt;div id=&quot;html_6f14682ff27d846747855d4430d6a0e7&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1972-014111&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1005558&lt;br&gt; Value: 1.11%&lt;/div&gt;`)[0];\n",
       "                popup_917b8dd2b7c2f448dabc54893bd32921.setContent(html_6f14682ff27d846747855d4430d6a0e7);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_0ea386c6634e5a582f9f134b5338aada.bindPopup(popup_917b8dd2b7c2f448dabc54893bd32921)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_44c77347df2349c925033507bf2a87b7 = L.marker(\n",
       "                [50.758171644294464, 3.8797769967827582],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_0511d694152f7d897a27a0fe5f11af52 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_fc593d904b1e40b15048b5ffbc98aba3 = $(`&lt;div id=&quot;html_fc593d904b1e40b15048b5ffbc98aba3&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014958&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012746&lt;br&gt; Value: 0.82%&lt;/div&gt;`)[0];\n",
       "                popup_0511d694152f7d897a27a0fe5f11af52.setContent(html_fc593d904b1e40b15048b5ffbc98aba3);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_44c77347df2349c925033507bf2a87b7.bindPopup(popup_0511d694152f7d897a27a0fe5f11af52)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_2d80baebb0fa16979c2ef2e588dd44dd = L.marker(\n",
       "                [50.75295578286282, 3.860359570739297],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_5e125eb5e456778aeab39d3d4933e0d3 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_580ef1f1e3bd106d50531f059b34c0cc = $(`&lt;div id=&quot;html_580ef1f1e3bd106d50531f059b34c0cc&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014983&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012954&lt;br&gt; Value: 1.75%&lt;/div&gt;`)[0];\n",
       "                popup_5e125eb5e456778aeab39d3d4933e0d3.setContent(html_580ef1f1e3bd106d50531f059b34c0cc);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_2d80baebb0fa16979c2ef2e588dd44dd.bindPopup(popup_5e125eb5e456778aeab39d3d4933e0d3)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_eb9d8e95f8205cc160e8c5ceaec22df3 = L.marker(\n",
       "                [50.781256427132625, 3.9175963389191675],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_052bfae4395022fef08bfea459e35ca9 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_dd98cc8d59d229dd3e62e3c278fa2771 = $(`&lt;div id=&quot;html_dd98cc8d59d229dd3e62e3c278fa2771&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014960&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012762&lt;br&gt; Value: 0.67%&lt;/div&gt;`)[0];\n",
       "                popup_052bfae4395022fef08bfea459e35ca9.setContent(html_dd98cc8d59d229dd3e62e3c278fa2771);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_eb9d8e95f8205cc160e8c5ceaec22df3.bindPopup(popup_052bfae4395022fef08bfea459e35ca9)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_b4cc772925694d6380cb142fc62ae08f = L.marker(\n",
       "                [50.77824827425099, 3.9303578138547683],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_0c7780e0806d8ac02a90c65e39a22d69 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_1592cc058e32cf36c3a24ca978d8cf2a = $(`&lt;div id=&quot;html_1592cc058e32cf36c3a24ca978d8cf2a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014953&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012704&lt;br&gt; Value: 0.87%&lt;/div&gt;`)[0];\n",
       "                popup_0c7780e0806d8ac02a90c65e39a22d69.setContent(html_1592cc058e32cf36c3a24ca978d8cf2a);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_b4cc772925694d6380cb142fc62ae08f.bindPopup(popup_0c7780e0806d8ac02a90c65e39a22d69)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_f74950ee7dafa858e19eb5251cbce0a2 = L.marker(\n",
       "                [50.74913626342472, 3.8949761129402165],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_1a9ae93740513186fb7e01ec9ccf31af = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_87722596fc6241582326726c96291f9b = $(`&lt;div id=&quot;html_87722596fc6241582326726c96291f9b&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-015015&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1013240&lt;br&gt; Value: 0.52%&lt;/div&gt;`)[0];\n",
       "                popup_1a9ae93740513186fb7e01ec9ccf31af.setContent(html_87722596fc6241582326726c96291f9b);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_f74950ee7dafa858e19eb5251cbce0a2.bindPopup(popup_1a9ae93740513186fb7e01ec9ccf31af)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_301f3bff71a094b3d72356f8682a6f0b = L.marker(\n",
       "                [50.806755711607174, 3.9683137413588687],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_f8b376758e7a496461a2e765d1425b8b = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_5d96f6b1b2f5d85b27550965b0bf03bf = $(`&lt;div id=&quot;html_5d96f6b1b2f5d85b27550965b0bf03bf&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1971-014880&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-1012087&lt;br&gt; Value: 1.04%&lt;/div&gt;`)[0];\n",
       "                popup_f8b376758e7a496461a2e765d1425b8b.setContent(html_5d96f6b1b2f5d85b27550965b0bf03bf);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_301f3bff71a094b3d72356f8682a6f0b.bindPopup(popup_f8b376758e7a496461a2e765d1425b8b)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_98b647b510dc31e10def093b41e3fc59 = L.marker(\n",
       "                [50.82979409288242, 3.875584029626252],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_12e5ebcbdd771e0081f4313a7044380e = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_223697256e36d2dbe06f849ebfe1b82a = $(`&lt;div id=&quot;html_223697256e36d2dbe06f849ebfe1b82a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1957-002389&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-276147&lt;br&gt; Value: 1.22%&lt;/div&gt;`)[0];\n",
       "                popup_12e5ebcbdd771e0081f4313a7044380e.setContent(html_223697256e36d2dbe06f849ebfe1b82a);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_98b647b510dc31e10def093b41e3fc59.bindPopup(popup_12e5ebcbdd771e0081f4313a7044380e)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_7b09eeba5b0f7ecf568d4b9a48dfa353 = L.marker(\n",
       "                [50.80155901779927, 3.9115573487573374],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_f5b9c50f95bbb361e477b4bab4c0e73f = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_76a73ba13b0bb02691c2854f97a68e8c = $(`&lt;div id=&quot;html_76a73ba13b0bb02691c2854f97a68e8c&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1957-002281&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-263211&lt;br&gt; Value: 1.06%&lt;/div&gt;`)[0];\n",
       "                popup_f5b9c50f95bbb361e477b4bab4c0e73f.setContent(html_76a73ba13b0bb02691c2854f97a68e8c);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_7b09eeba5b0f7ecf568d4b9a48dfa353.bindPopup(popup_f5b9c50f95bbb361e477b4bab4c0e73f)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_87e7cc8031fd0c1f376319dbba13e67c = L.marker(\n",
       "                [50.763674148230194, 3.9065382687837378],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_0f091d7c95e713d468cb7f936a749095 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_89a8da632b306afe06fd71b12c05d7b3 = $(`&lt;div id=&quot;html_89a8da632b306afe06fd71b12c05d7b3&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1957-006994&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-857386&lt;br&gt; Value: 1.04%&lt;/div&gt;`)[0];\n",
       "                popup_0f091d7c95e713d468cb7f936a749095.setContent(html_89a8da632b306afe06fd71b12c05d7b3);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_87e7cc8031fd0c1f376319dbba13e67c.bindPopup(popup_0f091d7c95e713d468cb7f936a749095)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_421828104823a3a425892020fec5874a = L.marker(\n",
       "                [50.794747156360145, 3.8723338803788634],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_0da70ddbadae912b72d5900dd5f908dd = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_4e566d11ee0c3b50ee5c26c08ef858ae = $(`&lt;div id=&quot;html_4e566d11ee0c3b50ee5c26c08ef858ae&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1957-002533&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-295296&lt;br&gt; Value: 1.02%&lt;/div&gt;`)[0];\n",
       "                popup_0da70ddbadae912b72d5900dd5f908dd.setContent(html_4e566d11ee0c3b50ee5c26c08ef858ae);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_421828104823a3a425892020fec5874a.bindPopup(popup_0da70ddbadae912b72d5900dd5f908dd)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_373d3c85d3e46aee5a2543bb0acf14a8 = L.marker(\n",
       "                [50.795547921526044, 3.914665256283156],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_977ef0c6d15fa1b501c92d01035497a5 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_dffa9a1e95998bfd4defe1269ce40289 = $(`&lt;div id=&quot;html_dffa9a1e95998bfd4defe1269ce40289&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1957-002530&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-294916&lt;br&gt; Value: 7.08%&lt;/div&gt;`)[0];\n",
       "                popup_977ef0c6d15fa1b501c92d01035497a5.setContent(html_dffa9a1e95998bfd4defe1269ce40289);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_373d3c85d3e46aee5a2543bb0acf14a8.bindPopup(popup_977ef0c6d15fa1b501c92d01035497a5)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_35024d031e69fd8ac1f1b52b52df7531 = L.marker(\n",
       "                [50.7870612526588, 3.953406011547116],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_24c4fdb5b4485e35b89dbca59a26121a = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_77021d7afd612ee2759ea97e8bfaaab2 = $(`&lt;div id=&quot;html_77021d7afd612ee2759ea97e8bfaaab2&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1957-006715&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-821584&lt;br&gt; Value: 0.88%&lt;/div&gt;`)[0];\n",
       "                popup_24c4fdb5b4485e35b89dbca59a26121a.setContent(html_77021d7afd612ee2759ea97e8bfaaab2);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_35024d031e69fd8ac1f1b52b52df7531.bindPopup(popup_24c4fdb5b4485e35b89dbca59a26121a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_34e071bc002acd334ad6498ccb8c9c0e = L.marker(\n",
       "                [50.82979409288242, 3.875584029626252],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_153c6cf70f81add2293a58db6ea3434e = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_df8228795882072c66c89ff53c2e25ce = $(`&lt;div id=&quot;html_df8228795882072c66c89ff53c2e25ce&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1957-002389&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-276136&lt;br&gt; Value: 1.34%&lt;/div&gt;`)[0];\n",
       "                popup_153c6cf70f81add2293a58db6ea3434e.setContent(html_df8228795882072c66c89ff53c2e25ce);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_34e071bc002acd334ad6498ccb8c9c0e.bindPopup(popup_153c6cf70f81add2293a58db6ea3434e)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_4af836b3bdd8fa5b6fbc52ac0a927276 = L.marker(\n",
       "                [50.82633587010716, 3.8762589516199437],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_a0d1c29b06b02ce6f8ef0b7261c62bc4 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_cfc34dc9ccd0ccc382f885655279a0eb = $(`&lt;div id=&quot;html_cfc34dc9ccd0ccc382f885655279a0eb&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1957-007015&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-860423&lt;br&gt; Value: 1.66%&lt;/div&gt;`)[0];\n",
       "                popup_a0d1c29b06b02ce6f8ef0b7261c62bc4.setContent(html_cfc34dc9ccd0ccc382f885655279a0eb);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_4af836b3bdd8fa5b6fbc52ac0a927276.bindPopup(popup_a0d1c29b06b02ce6f8ef0b7261c62bc4)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_99dfc95e07327b08748734820c029548 = L.marker(\n",
       "                [50.79005149952891, 3.8889060108300595],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_dc971783b0dbe556963bfaafa0686275 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_fb93a89372a665e3c6045d9a8108f747 = $(`&lt;div id=&quot;html_fb93a89372a665e3c6045d9a8108f747&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1957-002284&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-263631&lt;br&gt; Value: 1.70%&lt;/div&gt;`)[0];\n",
       "                popup_dc971783b0dbe556963bfaafa0686275.setContent(html_fb93a89372a665e3c6045d9a8108f747);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_99dfc95e07327b08748734820c029548.bindPopup(popup_dc971783b0dbe556963bfaafa0686275)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_faf7d16332ad6d1a0c644ec51e2ec4c3 = L.marker(\n",
       "                [50.73179570866204, 3.932276606690166],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_511fd7aedfc5431a65cf9d2602494c12 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_c12badc833ae0210a7440bf6656c4066 = $(`&lt;div id=&quot;html_c12badc833ae0210a7440bf6656c4066&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1957-005097&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-617714&lt;br&gt; Value: 1.42%&lt;/div&gt;`)[0];\n",
       "                popup_511fd7aedfc5431a65cf9d2602494c12.setContent(html_c12badc833ae0210a7440bf6656c4066);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_faf7d16332ad6d1a0c644ec51e2ec4c3.bindPopup(popup_511fd7aedfc5431a65cf9d2602494c12)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_4a7c52a0f41de9b7f8ba6dd2eab907d9 = L.marker(\n",
       "                [50.78142324346315, 3.914234104282302],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_2286285bdd47507be5d7e9a95b91cfb2 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_7cc8ebdb9a5b130088070d772bfeda8f = $(`&lt;div id=&quot;html_7cc8ebdb9a5b130088070d772bfeda8f&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1957-001522&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-167468&lt;br&gt; Value: 1.06%&lt;/div&gt;`)[0];\n",
       "                popup_2286285bdd47507be5d7e9a95b91cfb2.setContent(html_7cc8ebdb9a5b130088070d772bfeda8f);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_4a7c52a0f41de9b7f8ba6dd2eab907d9.bindPopup(popup_2286285bdd47507be5d7e9a95b91cfb2)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_86b2afa6aa479c821e861e37d1e17b5e = L.marker(\n",
       "                [50.76913837030739, 3.9367650783783383],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_f5f605189ea5b4f7e05f071300c8b2ac = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_d6d46b79dbf624019305f3d78e0efa52 = $(`&lt;div id=&quot;html_d6d46b79dbf624019305f3d78e0efa52&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1957-001741&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-193513&lt;br&gt; Value: 1.16%&lt;/div&gt;`)[0];\n",
       "                popup_f5f605189ea5b4f7e05f071300c8b2ac.setContent(html_d6d46b79dbf624019305f3d78e0efa52);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_86b2afa6aa479c821e861e37d1e17b5e.bindPopup(popup_f5f605189ea5b4f7e05f071300c8b2ac)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_9e8d923ce42fad76eca5e2f7b95493dc = L.marker(\n",
       "                [50.74462939618007, 3.9360684847710945],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_d997d9ee42cb2134bbee6c4f4d651c11 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_4e0d7bcb51c75500053d90cec3178967 = $(`&lt;div id=&quot;html_4e0d7bcb51c75500053d90cec3178967&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1957-006386&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-779992&lt;br&gt; Value: 0.80%&lt;/div&gt;`)[0];\n",
       "                popup_d997d9ee42cb2134bbee6c4f4d651c11.setContent(html_4e0d7bcb51c75500053d90cec3178967);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_9e8d923ce42fad76eca5e2f7b95493dc.bindPopup(popup_d997d9ee42cb2134bbee6c4f4d651c11)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_fbfbcd2377333134b5d31dffc5243d89 = L.marker(\n",
       "                [50.80476946928039, 3.9504125669809382],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_bb1d9bcfe4d49c8b2bbdd447fcc8c90a = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_3a73edcfbd16987befccaf8c0797ee2d = $(`&lt;div id=&quot;html_3a73edcfbd16987befccaf8c0797ee2d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1957-005075&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-614941&lt;br&gt; Value: 0.88%&lt;/div&gt;`)[0];\n",
       "                popup_bb1d9bcfe4d49c8b2bbdd447fcc8c90a.setContent(html_3a73edcfbd16987befccaf8c0797ee2d);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_fbfbcd2377333134b5d31dffc5243d89.bindPopup(popup_bb1d9bcfe4d49c8b2bbdd447fcc8c90a)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_4112781dc6fea6964e7a8f008cf3aa30 = L.marker(\n",
       "                [50.78796466307534, 3.9180710474912845],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_b77f8be7709dcddba6393f39d12682c4 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_cc54513ffe4139c3a57a2e42995c8d35 = $(`&lt;div id=&quot;html_cc54513ffe4139c3a57a2e42995c8d35&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1957-006716&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-821741&lt;br&gt; Value: 1.08%&lt;/div&gt;`)[0];\n",
       "                popup_b77f8be7709dcddba6393f39d12682c4.setContent(html_cc54513ffe4139c3a57a2e42995c8d35);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_4112781dc6fea6964e7a8f008cf3aa30.bindPopup(popup_b77f8be7709dcddba6393f39d12682c4)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_beee6754682e53dc636958f93f03619f = L.marker(\n",
       "                [50.76913837030739, 3.9367650783783383],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_29e2aff8eb9d13105157e1ae803bbadc = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_136d821612ec4c0e753671e773251189 = $(`&lt;div id=&quot;html_136d821612ec4c0e753671e773251189&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1957-001741&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-193477&lt;br&gt; Value: 4.04%&lt;/div&gt;`)[0];\n",
       "                popup_29e2aff8eb9d13105157e1ae803bbadc.setContent(html_136d821612ec4c0e753671e773251189);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_beee6754682e53dc636958f93f03619f.bindPopup(popup_29e2aff8eb9d13105157e1ae803bbadc)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_fac28484b5a6071050a37ff6c672066d = L.marker(\n",
       "                [50.76011259591218, 3.9271247334496473],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_227d184f021241d9f0f8633e671d9617 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_a74251e28cd28f2b927c0770a82e2fc1 = $(`&lt;div id=&quot;html_a74251e28cd28f2b927c0770a82e2fc1&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1957-006720&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-822269&lt;br&gt; Value: 0.78%&lt;/div&gt;`)[0];\n",
       "                popup_227d184f021241d9f0f8633e671d9617.setContent(html_a74251e28cd28f2b927c0770a82e2fc1);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_fac28484b5a6071050a37ff6c672066d.bindPopup(popup_227d184f021241d9f0f8633e671d9617)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_1e80be646236699dd159d7939e3b88bd = L.marker(\n",
       "                [50.81148709520084, 3.943542239049547],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_56336fc2f19fe14a4242d83f41a91812 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_b5ca183dda0acad02f222883326cd270 = $(`&lt;div id=&quot;html_b5ca183dda0acad02f222883326cd270&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1957-005304&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-643412&lt;br&gt; Value: 0.82%&lt;/div&gt;`)[0];\n",
       "                popup_56336fc2f19fe14a4242d83f41a91812.setContent(html_b5ca183dda0acad02f222883326cd270);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_1e80be646236699dd159d7939e3b88bd.bindPopup(popup_56336fc2f19fe14a4242d83f41a91812)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_d018654effb00fa772da360b39f10458 = L.marker(\n",
       "                [50.76752611645253, 3.976840312541609],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_22945dbef7ab990336491ea45c0e7be6 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_703cfc622bc89a41b58989bedfc0ec01 = $(`&lt;div id=&quot;html_703cfc622bc89a41b58989bedfc0ec01&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1957-007482&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-922096&lt;br&gt; Value: 1.18%&lt;/div&gt;`)[0];\n",
       "                popup_22945dbef7ab990336491ea45c0e7be6.setContent(html_703cfc622bc89a41b58989bedfc0ec01);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_d018654effb00fa772da360b39f10458.bindPopup(popup_22945dbef7ab990336491ea45c0e7be6)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_9e9ca8d34c0f6daafd8cffe32dbd51c1 = L.marker(\n",
       "                [50.75196697494307, 3.9036770559011416],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_5b085e6fb4d5cf28f80768e1870dfd5c = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_a4de64df1521833e392cb264615da553 = $(`&lt;div id=&quot;html_a4de64df1521833e392cb264615da553&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1957-001519&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-167151&lt;br&gt; Value: 1.00%&lt;/div&gt;`)[0];\n",
       "                popup_5b085e6fb4d5cf28f80768e1870dfd5c.setContent(html_a4de64df1521833e392cb264615da553);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_9e9ca8d34c0f6daafd8cffe32dbd51c1.bindPopup(popup_5b085e6fb4d5cf28f80768e1870dfd5c)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_dcd60deaeab9eb7cce4ac339587033f0 = L.marker(\n",
       "                [50.76913837030739, 3.9367650783783383],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_f929c31d277142d36e71ca23480a1020 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_f11957e4ad03a43be88ad97159acfe6d = $(`&lt;div id=&quot;html_f11957e4ad03a43be88ad97159acfe6d&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1957-001741&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-193495&lt;br&gt; Value: 2.22%&lt;/div&gt;`)[0];\n",
       "                popup_f929c31d277142d36e71ca23480a1020.setContent(html_f11957e4ad03a43be88ad97159acfe6d);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_dcd60deaeab9eb7cce4ac339587033f0.bindPopup(popup_f929c31d277142d36e71ca23480a1020)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_88a37c4eea6372311db3d1cbf3e65712 = L.marker(\n",
       "                [50.828696022364525, 3.871010797912358],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_d1e7dadd41c22150db2b00d55c72ac85 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_2912868bb7c93e8876341b2f9febf154 = $(`&lt;div id=&quot;html_2912868bb7c93e8876341b2f9febf154&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1957-002249&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-259089&lt;br&gt; Value: 1.50%&lt;/div&gt;`)[0];\n",
       "                popup_d1e7dadd41c22150db2b00d55c72ac85.setContent(html_2912868bb7c93e8876341b2f9febf154);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_88a37c4eea6372311db3d1cbf3e65712.bindPopup(popup_d1e7dadd41c22150db2b00d55c72ac85)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_66781b8b2831ee0c17708fe9660e485a = L.marker(\n",
       "                [50.76221478204418, 3.847928195203344],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_a4369282522c29629490bbbf0de4ab1e = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_370a09aada787939460cb818c293433a = $(`&lt;div id=&quot;html_370a09aada787939460cb818c293433a&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1957-007480&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-921871&lt;br&gt; Value: 1.32%&lt;/div&gt;`)[0];\n",
       "                popup_a4369282522c29629490bbbf0de4ab1e.setContent(html_370a09aada787939460cb818c293433a);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_66781b8b2831ee0c17708fe9660e485a.bindPopup(popup_a4369282522c29629490bbbf0de4ab1e)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_d2f2ce14a4bedf7a36f0aeec277f5854 = L.marker(\n",
       "                [50.795547921526044, 3.914665256283156],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_5226b254da5698c403c9928ddbf30019 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_4034de800a567c5f2d76e3ea364b5a6c = $(`&lt;div id=&quot;html_4034de800a567c5f2d76e3ea364b5a6c&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1957-002530&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-294929&lt;br&gt; Value: 4.08%&lt;/div&gt;`)[0];\n",
       "                popup_5226b254da5698c403c9928ddbf30019.setContent(html_4034de800a567c5f2d76e3ea364b5a6c);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_d2f2ce14a4bedf7a36f0aeec277f5854.bindPopup(popup_5226b254da5698c403c9928ddbf30019)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_705360ed0d95a3a5386972f23da6b03c = L.marker(\n",
       "                [50.828696022364525, 3.871010797912358],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_db2b61db13f43b9bf2784170cc1a6607 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_6e482c885bfe305ad6f43a3831371195 = $(`&lt;div id=&quot;html_6e482c885bfe305ad6f43a3831371195&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1957-002249&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-259077&lt;br&gt; Value: 2.54%&lt;/div&gt;`)[0];\n",
       "                popup_db2b61db13f43b9bf2784170cc1a6607.setContent(html_6e482c885bfe305ad6f43a3831371195);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_705360ed0d95a3a5386972f23da6b03c.bindPopup(popup_db2b61db13f43b9bf2784170cc1a6607)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            var marker_e72614082ea6f55040a723a4a44f5d08 = L.marker(\n",
       "                [50.79286191091893, 3.9415118311868294],\n",
       "                {\n",
       "}\n",
       "            ).addTo(marker_cluster_a7ca7f040e9a280f16788192185be413);\n",
       "        \n",
       "    \n",
       "        var popup_bd8e17d4d7c26826bc67815d88a206b1 = L.popup({\n",
       "  &quot;maxWidth&quot;: &quot;100%&quot;,\n",
       "});\n",
       "\n",
       "        \n",
       "            \n",
       "                var html_72fc7c32a6530ccc2b16376db780998e = $(`&lt;div id=&quot;html_72fc7c32a6530ccc2b16376db780998e&quot; style=&quot;width: 100.0%; height: 100.0%;&quot;&gt;Bodemlocatie: https://www.dov.vlaanderen.be/data/bodemlocatie/1957-004850&lt;br&gt; Observatie: https://www.dov.vlaanderen.be/data/observatie/2019-586588&lt;br&gt; Value: 0.82%&lt;/div&gt;`)[0];\n",
       "                popup_bd8e17d4d7c26826bc67815d88a206b1.setContent(html_72fc7c32a6530ccc2b16376db780998e);\n",
       "            \n",
       "        \n",
       "\n",
       "        marker_e72614082ea6f55040a723a4a44f5d08.bindPopup(popup_bd8e17d4d7c26826bc67815d88a206b1)\n",
       "        ;\n",
       "\n",
       "        \n",
       "    \n",
       "    \n",
       "            marker_cluster_a7ca7f040e9a280f16788192185be413.addTo(map_cc0e05c3ec005dbdec9b5f1f32f192bc);\n",
       "        \n",
       "&lt;/script&gt;\n",
       "&lt;/html&gt;\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen></iframe></div></div>"
      ],
      "text/plain": [
       "<folium.folium.Map at 0x7efd4644b4d0>"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import folium\n",
    "from folium.plugins import MarkerCluster\n",
    "from pyproj import Transformer\n",
    "\n",
    "# convert the coordinates to lat/lon for folium\n",
    "def convert_latlon(x1, y1):\n",
    "    transformer = Transformer.from_crs(\"epsg:31370\", \"epsg:4326\", always_xy=True)\n",
    "    x2,y2 = transformer.transform(x1, y1)\n",
    "    return x2, y2\n",
    "\n",
    "#convert coordinates to wgs84\n",
    "merged['lon'], merged['lat'] = zip(*map(convert_latlon, merged['x'], merged['y']))\n",
    "\n",
    "# Get only location and value\n",
    "loclist = merged[['lat', 'lon']].values.tolist()\n",
    "\n",
    "# initialize the Folium map on the centre of the selected locations, play with the zoom until ok\n",
    "fmap = folium.Map(location=[merged['lat'].mean(), merged['lon'].mean()], zoom_start=10)\n",
    "marker_cluster = MarkerCluster().add_to(fmap)\n",
    "for loc in range(0, len(loclist)):\n",
    "    popup = 'Bodemlocatie: ' + merged['pkey_bodemlocatie'][loc] \n",
    "    popup = popup + '<br> Observatie: ' + merged['pkey_observatie'][loc]\n",
    "    popup = popup + '<br> Value: ' + merged['resultaat'][loc] + merged['eenheid'][loc]\n",
    "    folium.Marker(loclist[loc], popup=popup).add_to(marker_cluster)\n",
    "fmap"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Filter Aardewerk soil locations\n",
    "Since we know that Aardewerk soil locations make use of a specific suffix, a query could be built filtering these out.\n",
    "\n",
    "Since we only need to match a partial string in the name, we will build a query using the *PropertyIsLike* operator to find all Aardewerk bodemlocaties.\n",
    "We use *max_features=10* to limit the results to 10."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[000/001] .\n",
      "[000/010] ..........\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>pkey_bodemlocatie</th>\n",
       "      <th>pkey_bodemsite</th>\n",
       "      <th>naam</th>\n",
       "      <th>type</th>\n",
       "      <th>waarnemingsdatum</th>\n",
       "      <th>doel</th>\n",
       "      <th>x</th>\n",
       "      <th>y</th>\n",
       "      <th>mv_mtaw</th>\n",
       "      <th>erfgoed</th>\n",
       "      <th>bodemstreek</th>\n",
       "      <th>invoerdatum</th>\n",
       "      <th>educatieve_waarde</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>KART_PROF_001E/02</td>\n",
       "      <td>profielput</td>\n",
       "      <td>1954-05-31</td>\n",
       "      <td>bodemprofielen en oppervlaktemonsters karterin...</td>\n",
       "      <td>158367.0</td>\n",
       "      <td>240397.0</td>\n",
       "      <td>12.5</td>\n",
       "      <td>False</td>\n",
       "      <td>Kempen</td>\n",
       "      <td>2019-10-11</td>\n",
       "      <td>OK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>KART_PROF_007W/40</td>\n",
       "      <td>profielput</td>\n",
       "      <td>1955-07-07</td>\n",
       "      <td>bodemprofielen en oppervlaktemonsters karterin...</td>\n",
       "      <td>167292.0</td>\n",
       "      <td>229988.0</td>\n",
       "      <td>19.0</td>\n",
       "      <td>False</td>\n",
       "      <td>Kempen</td>\n",
       "      <td>2019-10-11</td>\n",
       "      <td>OK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>KART_PROF_037E/38</td>\n",
       "      <td>profielput</td>\n",
       "      <td>1952-02-01</td>\n",
       "      <td>bodemprofielen en oppervlaktemonsters karterin...</td>\n",
       "      <td>65969.0</td>\n",
       "      <td>207819.0</td>\n",
       "      <td>21.0</td>\n",
       "      <td>False</td>\n",
       "      <td>Zandstreek</td>\n",
       "      <td>2019-10-11</td>\n",
       "      <td>OK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>KART_PROF_022E/68</td>\n",
       "      <td>profielput</td>\n",
       "      <td>1951-03-02</td>\n",
       "      <td>bodemprofielen en oppervlaktemonsters karterin...</td>\n",
       "      <td>65480.0</td>\n",
       "      <td>213545.0</td>\n",
       "      <td>2.0</td>\n",
       "      <td>False</td>\n",
       "      <td>Oudlandpolders</td>\n",
       "      <td>2019-10-11</td>\n",
       "      <td>OK</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>https://www.dov.vlaanderen.be/data/bodemlocati...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>KART_PROF_099E/01</td>\n",
       "      <td>profielput</td>\n",
       "      <td>1957-10-14</td>\n",
       "      <td>bodemprofielen en oppervlaktemonsters karterin...</td>\n",
       "      <td>109819.0</td>\n",
       "      <td>167483.0</td>\n",
       "      <td>81.5</td>\n",
       "      <td>False</td>\n",
       "      <td>Zandleemstreek</td>\n",
       "      <td>2019-10-11</td>\n",
       "      <td>OK</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                   pkey_bodemlocatie  pkey_bodemsite  \\\n",
       "0  https://www.dov.vlaanderen.be/data/bodemlocati...             NaN   \n",
       "1  https://www.dov.vlaanderen.be/data/bodemlocati...             NaN   \n",
       "2  https://www.dov.vlaanderen.be/data/bodemlocati...             NaN   \n",
       "3  https://www.dov.vlaanderen.be/data/bodemlocati...             NaN   \n",
       "4  https://www.dov.vlaanderen.be/data/bodemlocati...             NaN   \n",
       "\n",
       "                naam        type waarnemingsdatum  \\\n",
       "0  KART_PROF_001E/02  profielput       1954-05-31   \n",
       "1  KART_PROF_007W/40  profielput       1955-07-07   \n",
       "2  KART_PROF_037E/38  profielput       1952-02-01   \n",
       "3  KART_PROF_022E/68  profielput       1951-03-02   \n",
       "4  KART_PROF_099E/01  profielput       1957-10-14   \n",
       "\n",
       "                                                doel         x         y  \\\n",
       "0  bodemprofielen en oppervlaktemonsters karterin...  158367.0  240397.0   \n",
       "1  bodemprofielen en oppervlaktemonsters karterin...  167292.0  229988.0   \n",
       "2  bodemprofielen en oppervlaktemonsters karterin...   65969.0  207819.0   \n",
       "3  bodemprofielen en oppervlaktemonsters karterin...   65480.0  213545.0   \n",
       "4  bodemprofielen en oppervlaktemonsters karterin...  109819.0  167483.0   \n",
       "\n",
       "   mv_mtaw  erfgoed     bodemstreek invoerdatum educatieve_waarde  \n",
       "0     12.5    False          Kempen  2019-10-11                OK  \n",
       "1     19.0    False          Kempen  2019-10-11                OK  \n",
       "2     21.0    False      Zandstreek  2019-10-11                OK  \n",
       "3      2.0    False  Oudlandpolders  2019-10-11                OK  \n",
       "4     81.5    False  Zandleemstreek  2019-10-11                OK  "
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from owslib.fes2 import PropertyIsLike\n",
    "\n",
    "query = PropertyIsLike(propertyname='naam',\n",
    "                       literal='KART_PROF_%', wildCard='%')\n",
    "df = bodemlocatie.search(query=query, max_features=10)\n",
    "\n",
    "df.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "As seen in the soil data example, we can use the *pkey_bodemlocatie* as a permanent link to the information of these bodemlocaties:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "https://www.dov.vlaanderen.be/data/bodemlocatie/1958-000829\n",
      "https://www.dov.vlaanderen.be/data/bodemlocatie/1955-000823\n",
      "https://www.dov.vlaanderen.be/data/bodemlocatie/1954-000828\n",
      "https://www.dov.vlaanderen.be/data/bodemlocatie/1952-000824\n",
      "https://www.dov.vlaanderen.be/data/bodemlocatie/1952-000830\n",
      "https://www.dov.vlaanderen.be/data/bodemlocatie/1955-000827\n",
      "https://www.dov.vlaanderen.be/data/bodemlocatie/1951-000825\n",
      "https://www.dov.vlaanderen.be/data/bodemlocatie/1957-000826\n",
      "https://www.dov.vlaanderen.be/data/bodemlocatie/1949-000831\n",
      "https://www.dov.vlaanderen.be/data/bodemlocatie/1954-000822\n"
     ]
    }
   ],
   "source": [
    "for pkey_bodemlocatie in set(df.pkey_bodemlocatie):\n",
    "    print(pkey_bodemlocatie)"
   ]
  }
 ],
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