query_geonetwork/query_geonetwork.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "6fd964cc-752e-4542-84c8-67505b2b8382",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Install requirements\n",
    "# !pip install -r requirements.txt"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "79485239-f911-4140-aa71-48ef2d001b0c",
   "metadata": {},
   "source": [
    "# Example code for querying geonetwork\n",
    "\n",
    "Mostly from https://owslib.readthedocs.io/en/latest/usage.html#csw"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "b2d43bfb-a6fd-42cd-84f0-72bf6db42bff",
   "metadata": {},
   "outputs": [],
   "source": [
    "import yaml\n",
    "import owslib\n",
    "from owslib.csw import CatalogueServiceWeb\n",
    "from owslib.fes import PropertyIsEqualTo, PropertyIsLike, BBox\n",
    "\n",
    "# Set up your username and password in a file creds.yml with the contents:\n",
    "# username: xxxxx\n",
    "# password: xxxxx\n",
    "\n",
    "server = \"https://catalogue.grumets.cat\"\n",
    "with open(\"./secrets.yml\") as f:  creds = yaml.safe_load(f)\n",
    "\n",
    "# Alternatively you can use a local catalogue using docker and the provided docker compose file\n",
    "# server = \"http://localhost:8080\"\n",
    "# creds = dict(username = 'geonetwork', password = 'geonetwork')\n",
    "\n",
    "endpoint = server + \"/geonetwork/srv/eng/csw?SERVICE=CSW&VERSION=2.0.2&REQUEST=GetCapabilities\"\n",
    "\n",
    "assert \"username\" in creds\n",
    "assert \"password\" in creds\n",
    "auth = owslib.util.Authentication(**creds)\n",
    "csw = CatalogueServiceWeb(endpoint, timeout=60, \n",
    "                          auth = auth)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fcb0a065-46fe-454a-8108-828de1c56e80",
   "metadata": {},
   "source": [
    "## Results contrained by keywords"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "669a3b60-3007-421b-a608-70aa7a767da7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'matches': 24, 'returned': 24, 'nextrecord': 0}"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "query = PropertyIsEqualTo('csw:AnyText', 'water')\n",
    "csw.getrecords2(constraints=[query], maxrecords=100)\n",
    "csw.results"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7b75fceb-86b6-49cc-8e63-b0749ae742d0",
   "metadata": {},
   "source": [
    "## Get all entries\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "3d8ec943-fa9e-4ab0-8f77-05ac731e9359",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'matches': 53, 'returned': 53, 'nextrecord': 0}"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "csw.getrecords2(maxrecords=100)\n",
    "csw.results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "756d903a-40dd-4e41-9d2e-eb860c26502b",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The Geoffrey's Tube Z3950 Server (Sample Record - Please Delete!)\n",
      "Geoscience Australia's Open Day                             Photographs 26th August 2007\n",
      "Localities in Victoria (VMADMIN.LOCALITY_POLYGON) - Comprehensive Elements\n",
      "Hydrological Basins in Africa (Sample record, please remove!)\n",
      "Plume Flow Air quality data for AD4GD\n",
      "plume_example_points.shp\n",
      "Surface water conductivity in river Spree, 2016\n",
      "Citizen Science biodiversity observations in Farmer Cluster Mostviertler, Grünland, Austria\n",
      "City Nature Challenge 2023 - biodiversity observations in Farmer Cluster Monte Pisano, Calci, Italy\n",
      "PurpleAir Indoor Sensor Air Quality Data Sample for AD4GD (Sensor ID 157047)\n",
      "IoT Sensor in Geneva\n",
      "Continuous E.coli measurements in surface water\n",
      "Citizen Science biodiversity observations in Farmer Cluster Monte Pisano, Calci, Italy\n",
      "Halensee- water level and water temperature\n",
      "Orankesee- water level and water temperature\n",
      "Berlin Lake Mueggelsee Water Quality Dataset (AD4GD copy hosted on MinIO)\n",
      "Fennpfuhl- water level and water temperature\n",
      "Flughafensee- water level and water temperature\n",
      "Physiographic Map of North and Central Eurasia (Sample record, please remove!)\n",
      "Dianasee - water level and water temperature\n",
      "Biesdorfer Baggersee- water level and water temperature\n",
      "PurpleAir Outdoor Sensor Air Quality Data Sample for AD4GD (Sensor ID 5428)\n",
      "Malchowersee- water level and water temperature\n",
      "CitiObs STAplus demo dataset\n",
      "Gewässerkarte\n",
      "Citizen Science biodiversity observations in the Aden Country Park area of Aberdeenshire. The North-East Farmer Cluster, Scotland\n",
      "Citizen Science biodiversity observations in Farmer Cluster Velké Hostěrádky, Czech Republic\n",
      "Citizen Science biodiversity observations in Farmer Cluster Kanepi, Estonia\n",
      "Wasserportal\n",
      "None\n",
      "Template for Vector data in ISO19139\n",
      "None\n",
      "Lietzensee - water level and water temperature\n",
      "Waldsee Zehlendorf- water level and water temperature\n",
      "Test - Water Quality Dataset on MinIO for AD4GD\n",
      "Fennsee- water level and water temperature\n",
      "Grunewaldsee- water level and water temperature\n",
      "Schäfersee- water level and water temperature\n",
      "Water Level Krumme Lanke Berlin\n",
      "Citizen Science biodiversity observations in Farmer Cluster Born, Luxembourg\n",
      "Obersee- water level and water temperature\n",
      "Copy of template Template for Vector data in ISO19139 (preferred!)\n",
      "Land Use Land Cover Map of Catalonia, enriched with OSM\n",
      "dreipfuhl- water level and water temperature\n",
      "Hundekehlesee- water level and water temperature\n",
      "Plötzensee- water level and water temperature\n",
      "Berlin lakes polygons\n",
      "Terrestrial Connectivity Index (ICT)\n",
      "Habitat corridors\n",
      "Sensor.Commnunity Air Quality Data\n",
      "Land Use Land Cover Map of Catalonia\n",
      "Groß Glienicker See- water level and water temperature\n",
      "Interaction Flow (IF) index\n"
     ]
    }
   ],
   "source": [
    "records = {}\n",
    "\n",
    "for rec in csw.records:\n",
    "    r = csw.records[rec]\n",
    "    records[r.title] = r\n",
    "    print(r.title)\n",
    "\n",
    "# Choose the first record we found as an example\n",
    "record = list(records.items())[0][1]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "10f824fa-7b23-4b94-a614-b49500230bb0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['abstract',\n",
       " 'accessrights',\n",
       " 'alternative',\n",
       " 'bbox',\n",
       " 'bbox_wgs84',\n",
       " 'contributor',\n",
       " 'coverage',\n",
       " 'created',\n",
       " 'creator',\n",
       " 'date',\n",
       " 'format',\n",
       " 'identifier',\n",
       " 'identifiers',\n",
       " 'ispartof',\n",
       " 'issued',\n",
       " 'language',\n",
       " 'license',\n",
       " 'modified',\n",
       " 'publisher',\n",
       " 'rdf',\n",
       " 'references',\n",
       " 'relation',\n",
       " 'rights',\n",
       " 'rightsholder',\n",
       " 'source',\n",
       " 'spatial',\n",
       " 'subjects',\n",
       " 'temporal',\n",
       " 'title',\n",
       " 'type',\n",
       " 'uris',\n",
       " 'xml']"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Useful keys on the record object\n",
    "[k for k in dir(record) if not k.startswith(\"_\")]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b0046efa-633d-47bb-96ef-7a61352b2edb",
   "metadata": {},
   "source": [
    "## Pretty print the summary xml returned by a query"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "1ba1dab7-988d-4c56-bbd6-81c53d30300e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<ns0:SummaryRecord xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:ns0=\"http://www.opengis.net/cat/csw/2.0.2\" xmlns:ns2=\"http://purl.org/dc/terms/\">\n",
      "      <dc:identifier>9f4c30af-d37f-4239-8b90-14eb7ea9d1d4</dc:identifier>\n",
      "      <dc:title>The Geoffrey's Tube Z3950 Server (Sample Record - Please Delete!)</dc:title>\n",
      "      <dc:type>service</dc:type>\n",
      "      <ns2:modified>2010-03-24</ns2:modified>\n",
      "      <ns2:abstract>This catalog is for registering all metadata records held by the Geofffrey's Tube Palace Hotel Ballroom.</ns2:abstract>\n",
      "    </ns0:SummaryRecord>\n"
     ]
    }
   ],
   "source": [
    "import xml.etree.ElementTree as ET\n",
    "\n",
    "xml = ET.fromstring(record.xml)\n",
    "print(ET.tostring(xml, encoding=\"unicode\", method=\"xml\"))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1f5d140b-450d-45f4-9769-a582ed18cb1e",
   "metadata": {},
   "source": [
    "## Get the full XML for a record"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "0e316ff8-52be-44f5-baae-ddfb131ed98d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The Geoffrey's Tube Z3950 Server (Sample Record - Please Delete!)\n",
      "<ns0:Record xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:ns0=\"http://www.opengis.net/cat/csw/2.0.2\" xmlns:ns2=\"http://purl.org/dc/terms/\">\n",
      "    <dc:identifier>9f4c30af-d37f-4239-8b90-14eb7ea9d1d4</dc:identifier>\n",
      "    <dc:date>2009-10-15</dc:date>\n",
      "    <dc:title>The Geoffrey's Tube Z3950 Server (Sample Record - Please Delete!)</dc:title>\n",
      "    <dc:type>service</dc:type>\n",
      "    <ns2:modified>2010-03-24</ns2:modified>\n",
      "    <ns2:abstract>This catalog is for registering all metadata records held by the Geofffrey's Tube Palace Hotel Ballroom.</ns2:abstract>\n",
      "    <dc:description>This catalog is for registering all metadata records held by the Geofffrey's Tube Palace Hotel Ballroom.</dc:description>\n",
      "  </ns0:Record>\n"
     ]
    }
   ],
   "source": [
    "csw.getrecordbyid(id=[record.identifier])\n",
    "\n",
    "\n",
    "for rec in csw.records:\n",
    "    r = csw.records[rec]\n",
    "    records[r.title] = r\n",
    "    print(r.title)\n",
    "    xml = ET.fromstring(r.xml)\n",
    "    print(ET.tostring(xml, encoding=\"unicode\", method=\"xml\"))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1f46813a-e728-4674-9012-fb8a6b8a2228",
   "metadata": {},
   "source": [
    "## Convert to python dict with xmltodict"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "13152afa-c2f1-4ce8-96eb-44b4db5aac31",
   "metadata": {},
   "outputs": [],
   "source": [
    "# !pip install xmltodict"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "53a98f03-c2a7-4ed4-b08f-90620306abec",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'csw:SummaryRecord': {'@xmlns:dc': 'http://purl.org/dc/elements/1.1/',\n",
       "  '@xmlns:geonet': 'http://www.fao.org/geonetwork',\n",
       "  '@xmlns:dct': 'http://purl.org/dc/terms/',\n",
       "  '@xmlns:csw': 'http://www.opengis.net/cat/csw/2.0.2',\n",
       "  '@xmlns:xsi': 'http://www.w3.org/2001/XMLSchema-instance',\n",
       "  'dc:identifier': '9f4c30af-d37f-4239-8b90-14eb7ea9d1d4',\n",
       "  'dc:title': \"The Geoffrey's Tube Z3950 Server (Sample Record - Please Delete!)\",\n",
       "  'dc:type': 'service',\n",
       "  'dct:modified': '2010-03-24',\n",
       "  'dct:abstract': \"This catalog is for registering all metadata records held by the Geofffrey's Tube Palace Hotel Ballroom.\"}}"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import xmltodict\n",
    "\n",
    "xmltodict.parse(record.xml)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "977878df-0a1c-4671-8b33-a79f8c2750a9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'http://www.opengis.net/cat/csw/2.0.2:SummaryRecord': {'http://purl.org/dc/elements/1.1/:identifier': '9f4c30af-d37f-4239-8b90-14eb7ea9d1d4',\n",
       "  'http://purl.org/dc/elements/1.1/:title': \"The Geoffrey's Tube Z3950 Server (Sample Record - Please Delete!)\",\n",
       "  'http://purl.org/dc/elements/1.1/:type': 'service',\n",
       "  'http://purl.org/dc/terms/:modified': '2010-03-24',\n",
       "  'http://purl.org/dc/terms/:abstract': \"This catalog is for registering all metadata records held by the Geofffrey's Tube Palace Hotel Ballroom.\"}}"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "xmltodict.parse(record.xml, process_namespaces=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0a37911b-b5c4-4184-9dce-152492ddbc52",
   "metadata": {},
   "source": [
    "## Use RDFLib to convert to 'proper' JSON-LD"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "27a5737f-22ba-440c-b739-52d642108aa2",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Requirement already satisfied: rdflib in /Users/math/micromamba/envs/py3.11/lib/python3.11/site-packages (7.0.0)\n",
      "Requirement already satisfied: isodate<0.7.0,>=0.6.0 in /Users/math/micromamba/envs/py3.11/lib/python3.11/site-packages (from rdflib) (0.6.1)\n",
      "Requirement already satisfied: pyparsing<4,>=2.1.0 in /Users/math/micromamba/envs/py3.11/lib/python3.11/site-packages (from rdflib) (3.1.1)\n",
      "Requirement already satisfied: six in /Users/math/micromamba/envs/py3.11/lib/python3.11/site-packages (from isodate<0.7.0,>=0.6.0->rdflib) (1.16.0)\n"
     ]
    }
   ],
   "source": [
    "!pip install rdflib"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "1fd8740f-4271-4a50-82e5-5009f9375f8c",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[\n",
      "  {\n",
      "    \"@id\": \"_:Ne10140929ff543ad8ea08ca480f51aa6\",\n",
      "    \"@type\": [\n",
      "      \"http://www.opengis.net/cat/csw/2.0.2SummaryRecord\"\n",
      "    ],\n",
      "    \"http://purl.org/dc/elements/1.1/identifier\": [\n",
      "      {\n",
      "        \"@value\": \"9f4c30af-d37f-4239-8b90-14eb7ea9d1d4\"\n",
      "      }\n",
      "    ],\n",
      "    \"http://purl.org/dc/elements/1.1/title\": [\n",
      "      {\n",
      "        \"@value\": \"The Geoffrey's Tube Z3950 Server (Sample Record - Please Delete!)\"\n",
      "      }\n",
      "    ],\n",
      "    \"http://purl.org/dc/elements/1.1/type\": [\n",
      "      {\n",
      "        \"@value\": \"service\"\n",
      "      }\n",
      "    ],\n",
      "    \"http://purl.org/dc/terms/abstract\": [\n",
      "      {\n",
      "        \"@value\": \"This catalog is for registering all metadata records held by the Geofffrey's Tube Palace Hotel Ballroom.\"\n",
      "      }\n",
      "    ],\n",
      "    \"http://purl.org/dc/terms/modified\": [\n",
      "      {\n",
      "        \"@value\": \"2010-03-24\"\n",
      "      }\n",
      "    ]\n",
      "  }\n",
      "]\n"
     ]
    }
   ],
   "source": [
    "from rdflib import Graph\n",
    "g = Graph()\n",
    "g.parse(record.xml, format='application/rdf+xml')\n",
    "print(g.serialize(format='json-ld'))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "03a25c3f-7c3c-4f1d-a5a2-55d473b9dcf2",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sensor.Commnunity Air Quality Data\n",
      "<ns0:Record xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:ns0=\"http://www.opengis.net/cat/csw/2.0.2\" xmlns:ns2=\"http://purl.org/dc/terms/\" xmlns:ns3=\"http://www.opengis.net/ows\">\n",
      "    <dc:identifier>1790de06-d90e-4824-a3b2-f4d6105db1ea</dc:identifier>\n",
      "    <dc:date>2024-08-29T10:38:52.954Z</dc:date>\n",
      "    <dc:title>Sensor.Commnunity Air Quality Data</dc:title>\n",
      "    <dc:subject>PM1</dc:subject>\n",
      "    <dc:subject>PM2.5</dc:subject>\n",
      "    <dc:subject>PM10</dc:subject>\n",
      "    <dc:subject>environment</dc:subject>\n",
      "    <dc:subject>climatologyMeteorologyAtmosphere</dc:subject>\n",
      "    <dc:format>CSV</dc:format>\n",
      "    <ns2:abstract>Sensor.Community is an open source citizen science project collecting various types of environment information.\n",
      "\n",
      "Useful links\n",
      "Main landing page: https://sensor.community/\n",
      "User community forum: https://forum.sensor.community/ \n",
      "Sensor.Community Data License: https://opendatacommons.org/licenses/dbcl/1-0/\n",
      "Official API documentation: https://github.com/opendata-stuttgart/meta/wiki/EN-APIs\n",
      "Unofficial documentation: https://api-sensor-community.bessarabov.com/ \n",
      "\n",
      "\n",
      "Measurement Types\n",
      "Meteorological data:\n",
      "Air temperature (in °C), \n",
      "Air pressure (in Pa),\n",
      "Relative humidity (in %), \n",
      "Air quality data: \n",
      "Particulate matter:  PM1, PM2.5, PM10 (in µg/m3), \n",
      "nitrogen oxides: NO, NO2 (tbd),\n",
      "Noise measurements.\n",
      "\n",
      "\n",
      "\n",
      "Data Sources:\n",
      "Daily CSV files broken down by sensor can be downloaded from https://archive.sensor.community.\n",
      "Monthly bundled csv files are also available from https://archive.sensor.community/csv_per_month/\n",
      "Grafana API - InfluxDB, query real-time data:\n",
      "https://api-rrd.madavi.de:3000/grafana/api/datasources/proxy/uid/hoUeJn4Gz/query \n",
      "Location data stored as 9-character precision geohash</ns2:abstract>\n",
      "    <dc:description>Sensor.Community is an open source citizen science project collecting various types of environment information.\n",
      "\n",
      "Useful links\n",
      "Main landing page: https://sensor.community/\n",
      "User community forum: https://forum.sensor.community/ \n",
      "Sensor.Community Data License: https://opendatacommons.org/licenses/dbcl/1-0/\n",
      "Official API documentation: https://github.com/opendata-stuttgart/meta/wiki/EN-APIs\n",
      "Unofficial documentation: https://api-sensor-community.bessarabov.com/ \n",
      "\n",
      "\n",
      "Measurement Types\n",
      "Meteorological data:\n",
      "Air temperature (in °C), \n",
      "Air pressure (in Pa),\n",
      "Relative humidity (in %), \n",
      "Air quality data: \n",
      "Particulate matter:  PM1, PM2.5, PM10 (in µg/m3), \n",
      "nitrogen oxides: NO, NO2 (tbd),\n",
      "Noise measurements.\n",
      "\n",
      "\n",
      "\n",
      "Data Sources:\n",
      "Daily CSV files broken down by sensor can be downloaded from https://archive.sensor.community.\n",
      "Monthly bundled csv files are also available from https://archive.sensor.community/csv_per_month/\n",
      "Grafana API - InfluxDB, query real-time data:\n",
      "https://api-rrd.madavi.de:3000/grafana/api/datasources/proxy/uid/hoUeJn4Gz/query \n",
      "Location data stored as 9-character precision geohash</dc:description>\n",
      "    <dc:language>eng</dc:language>\n",
      "    <dc:source />\n",
      "    <dc:format>CSV</dc:format>\n",
      "    <ns3:BoundingBox crs=\"urn:ogc:def:crs:::https://www.opengis.net/def/crs/EPSG/0/4326\">\n",
      "      <ns3:LowerCorner>180.00 -90.00</ns3:LowerCorner>\n",
      "      <ns3:UpperCorner>-180.00 90.00</ns3:UpperCorner>\n",
      "    </ns3:BoundingBox>\n",
      "    <dc:URI protocol=\"WWW:LINK-1.0-http--link\" name=\"Homepage\" description=\"The home page of the Sensor.Community Project\">https://sensor.community/en/</dc:URI>\n",
      "    <dc:URI protocol=\"image/png\">https://catalogue.grumets.cat/geonetwork/ad4gd/api/records/1790de06-d90e-4824-a3b2-f4d6105db1ea/attachments/Screenshot%202023-10-26%20at%2010.21.23.png</dc:URI>\n",
      "  </ns0:Record>\n"
     ]
    }
   ],
   "source": [
    "sensor_community_id = \"1790de06-d90e-4824-a3b2-f4d6105db1ea\"\n",
    "csw.getrecordbyid(id=[sensor_community_id])\n",
    "\n",
    "\n",
    "for rec in csw.records:\n",
    "    r = csw.records[rec]\n",
    "    records[r.title] = r\n",
    "    print(r.title)\n",
    "    xml = ET.fromstring(r.xml)\n",
    "    print(ET.tostring(xml, encoding=\"unicode\", method=\"xml\"))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "d7c985ae-1c34-4c4d-b842-4c2b29124342",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The Geoffrey's Tube Z3950 Server (Sample Record - Please Delete!)\n",
      "    date: 2009-10-15\n",
      "    identifier: 9f4c30af-d37f-4239-8b90-14eb7ea9d1d4\n",
      "    identifiers: [{'scheme': None, 'identifier': '9f4c30af-d37f-4239-8b90-14eb7ea9d1d4'}]\n",
      "    modified: 2010-03-24\n",
      "    type: service\n",
      "\n",
      "Geoscience Australia's Open Day                             Photographs 26th August 2007\n",
      "    identifier: 59b3d999-ad30-4688-b705-6591d51f72cf\n",
      "    identifiers: [{'scheme': None, 'identifier': '59b3d999-ad30-4688-b705-6591d51f72cf'}]\n",
      "    modified: 2007-08-26\n",
      "    type: collectionSession\n",
      "\n",
      "Localities in Victoria (VMADMIN.LOCALITY_POLYGON) - Comprehensive Elements\n",
      "    format: Most popular formats including ESRI shape, MapInfo Tab and Oracle Spatial\n",
      "    identifier: fd1a659c-3c4c-4519-983a-ba2c5c992009\n",
      "    identifiers: [{'scheme': None, 'identifier': 'fd1a659c-3c4c-4519-983a-ba2c5c992009'}]\n",
      "    subjects: ['BOUNDARIES-Administrative', 'LAND-Ownership', 'boundaries']\n",
      "    type: dataset\n",
      "\n",
      "Hydrological Basins in Africa (Sample record, please remove!)\n",
      "    format: ShapeFile\n",
      "    identifier: da165110-88fd-11da-a88f-000d939bc5d8\n",
      "    identifiers: [{'scheme': None, 'identifier': 'da165110-88fd-11da-a88f-000d939bc5d8'}]\n",
      "    subjects: ['watersheds', 'river basins', 'water resources', 'hydrology', 'AQUASTAT', 'AWRD', 'Africa', 'inlandWaters']\n",
      "\n",
      "Plume Flow Air quality data for AD4GD\n",
      "    identifier: 9dccec28-5535-4c3d-a02c-cc9d3aaeb284\n",
      "    identifiers: [{'scheme': None, 'identifier': '9dccec28-5535-4c3d-a02c-cc9d3aaeb284'}]\n",
      "\n",
      "plume_example_points.shp\n",
      "    identifier: 3ddbba11-1b45-4301-a729-18160ce88377_Plume air quality data\n",
      "    identifiers: [{'scheme': None, 'identifier': '3ddbba11-1b45-4301-a729-18160ce88377_Plume air quality data'}]\n",
      "    subjects: ['air quality', 'air pollutant', 'air pollution', 'air quality monitoring', 'environment']\n",
      "    type: dataset\n",
      "\n",
      "Surface water conductivity in river Spree, 2016\n",
      "    identifier: 9c316b30-0d8f-4553-bc4c-0b5d28eecdfe\n",
      "    identifiers: [{'scheme': None, 'identifier': '9c316b30-0d8f-4553-bc4c-0b5d28eecdfe'}]\n",
      "    subjects: ['Conductivity', 'Water temperature', 'Surface Water', 'River', 'Combined Sewer Overflow', 'Urban Water Cycle', 'inlandWaters', 'environment']\n",
      "\n",
      "Citizen Science biodiversity observations in Farmer Cluster Mostviertler, Grünland, Austria\n",
      "    format: CSV\n",
      "    identifier: 2b27f074-d7f7-4551-b5bf-221ea93edc17\n",
      "    identifiers: [{'scheme': None, 'identifier': '2b27f074-d7f7-4551-b5bf-221ea93edc17'}]\n",
      "    subjects: ['Farmer Cluster', 'Austria', 'Grumpenstein', 'AREC', 'Citizen Science', 'biota']\n",
      "    type: dataset\n",
      "\n",
      "City Nature Challenge 2023 - biodiversity observations in Farmer Cluster Monte Pisano, Calci, Italy\n",
      "    format: CSV\n",
      "    identifier: c178f410-9cda-43ec-9ea3-7335ce4f4b0b\n",
      "    identifiers: [{'scheme': None, 'identifier': 'c178f410-9cda-43ec-9ea3-7335ce4f4b0b'}]\n",
      "    subjects: ['Farmer Cluster', 'Monte Pisano', 'SSSA', 'Calci', 'Italy', 'Citizen Science', 'iNaturalist', 'biota']\n",
      "    type: dataset\n",
      "\n",
      "PurpleAir Indoor Sensor Air Quality Data Sample for AD4GD (Sensor ID 157047)\n",
      "    identifier: 13b0a842-ceb2-41b1-8950-30f1e2a5f069\n",
      "    identifiers: [{'scheme': None, 'identifier': '13b0a842-ceb2-41b1-8950-30f1e2a5f069'}]\n",
      "\n",
      "IoT Sensor in Geneva\n",
      "    format: JSON\n",
      "    identifier: be534a5a-b8bf-488d-bdfa-875025205c0d\n",
      "    identifiers: [{'scheme': None, 'identifier': 'be534a5a-b8bf-488d-bdfa-875025205c0d'}]\n",
      "    subjects: ['IoT', 'location']\n",
      "    type: dataset\n",
      "\n",
      "Continuous E.coli measurements in surface water\n",
      "    identifier: e609d591-daf5-49c0-b91d-05d46957072c\n",
      "    identifiers: [{'scheme': None, 'identifier': 'e609d591-daf5-49c0-b91d-05d46957072c'}]\n",
      "    subjects: ['E.coli', 'River', 'Indicator organisms', 'Surface Water', 'Water quality', 'Combined sewer overflow', 'Urban water cycle', 'Bathing waters']\n",
      "\n",
      "Citizen Science biodiversity observations in Farmer Cluster Monte Pisano, Calci, Italy\n",
      "    format: CSV\n",
      "    identifier: 5b8e2f5d-ed72-4be0-ab95-5ba5fd605c92\n",
      "    identifiers: [{'scheme': None, 'identifier': '5b8e2f5d-ed72-4be0-ab95-5ba5fd605c92'}]\n",
      "    subjects: ['Farmer Cluster', 'Monte Pisano', 'SSSA', 'Calci', 'Italy', 'Citizen Science', 'iNaturalist', 'biota']\n",
      "    type: dataset\n",
      "\n",
      "Halensee- water level and water temperature\n",
      "    identifier: 04e52744-7978-42d7-a01b-47b2588ace5c\n",
      "    identifiers: [{'scheme': None, 'identifier': '04e52744-7978-42d7-a01b-47b2588ace5c'}]\n",
      "    subjects: ['water level', 'watertemperature', 'environment', 'inlandWaters']\n",
      "\n",
      "Orankesee- water level and water temperature\n",
      "    identifier: 651b49f1-195f-4efb-b2c2-f2ec2f89e370\n",
      "    identifiers: [{'scheme': None, 'identifier': '651b49f1-195f-4efb-b2c2-f2ec2f89e370'}]\n",
      "    subjects: ['water level', 'watertemperature', 'environment', 'inlandWaters']\n",
      "\n",
      "Berlin Lake Mueggelsee Water Quality Dataset (AD4GD copy hosted on MinIO)\n",
      "    identifier: cdecdf23-8de2-4de8-ac5c-0da2a275777c\n",
      "    identifiers: [{'scheme': None, 'identifier': 'cdecdf23-8de2-4de8-ac5c-0da2a275777c'}]\n",
      "    subjects: ['Berlin Lake', 'Water Quality']\n",
      "\n",
      "Fennpfuhl- water level and water temperature\n",
      "    identifier: 99018830-b07f-4115-92f9-1afbdefa9b20\n",
      "    identifiers: [{'scheme': None, 'identifier': '99018830-b07f-4115-92f9-1afbdefa9b20'}]\n",
      "    subjects: ['water level', 'watertemperature', 'environment', 'inlandWaters']\n",
      "\n",
      "Flughafensee- water level and water temperature\n",
      "    identifier: b297c4d0-ad7c-4211-abe2-9eb3e4ba98dc\n",
      "    identifiers: [{'scheme': None, 'identifier': 'b297c4d0-ad7c-4211-abe2-9eb3e4ba98dc'}]\n",
      "    subjects: ['water level', 'watertemperature', 'environment', 'inlandWaters']\n",
      "\n",
      "Physiographic Map of North and Central Eurasia (Sample record, please remove!)\n",
      "    identifier: 78f93047-74f8-4419-ac3d-fc62e4b0477b\n",
      "    identifiers: [{'scheme': None, 'identifier': '78f93047-74f8-4419-ac3d-fc62e4b0477b'}]\n",
      "    subjects: ['physiography, soil', 'Eurasia', 'geoscientificInformation']\n",
      "\n",
      "Dianasee - water level and water temperature\n",
      "    identifier: f7bf1553-4c71-484b-ba3c-d4b28477fa4a\n",
      "    identifiers: [{'scheme': None, 'identifier': 'f7bf1553-4c71-484b-ba3c-d4b28477fa4a'}]\n",
      "    subjects: ['water level', 'watertemperature', 'environment', 'inlandWaters']\n",
      "\n",
      "Biesdorfer Baggersee- water level and water temperature\n",
      "    identifier: 6231e4ef-368b-444b-86d1-77adf24a9cbd\n",
      "    identifiers: [{'scheme': None, 'identifier': '6231e4ef-368b-444b-86d1-77adf24a9cbd'}]\n",
      "    subjects: ['water level', 'watertemperature', 'environment', 'inlandWaters']\n",
      "\n",
      "PurpleAir Outdoor Sensor Air Quality Data Sample for AD4GD (Sensor ID 5428)\n",
      "    identifier: f14ec4da-dfb3-47a3-8ad8-7d44ea927e2b\n",
      "    identifiers: [{'scheme': None, 'identifier': 'f14ec4da-dfb3-47a3-8ad8-7d44ea927e2b'}]\n",
      "\n",
      "Malchowersee- water level and water temperature\n",
      "    identifier: 9a66e2ea-9839-4450-9899-ae7363c230f6\n",
      "    identifiers: [{'scheme': None, 'identifier': '9a66e2ea-9839-4450-9899-ae7363c230f6'}]\n",
      "    subjects: ['water level', 'watertemperature', 'environment', 'inlandWaters']\n",
      "\n",
      "CitiObs STAplus demo dataset\n",
      "    identifier: 55a8c728-f1e2-4097-9813-3d46bd59b4fb\n",
      "    identifiers: [{'scheme': None, 'identifier': '55a8c728-f1e2-4097-9813-3d46bd59b4fb'}]\n",
      "    subjects: ['Particulate matter', 'Temperature', 'Air Quality', 'environment']\n",
      "\n",
      "Gewässerkarte\n",
      "    format: Text/HTML\n",
      "    identifier: 0a13b5c9-1fde-3625-bd62-4a37b09e6e24\n",
      "    identifiers: [{'scheme': None, 'identifier': '0a13b5c9-1fde-3625-bd62-4a37b09e6e24'}]\n",
      "    modified: 2017-09-01\n",
      "    subjects: ['inspireidentifiziert', 'open data', 'opendata', 'Karte', 'Karten', 'Geodaten', 'Berlin', 'BWG', 'Wasser', 'Gewässerkarte', 'Gewässer', 'Regional', 'infoFeatureAccessService']\n",
      "    type: service\n",
      "\n",
      "Citizen Science biodiversity observations in the Aden Country Park area of Aberdeenshire. The North-East Farmer Cluster, Scotland\n",
      "    format: CSV\n",
      "    identifier: d54d2a1d-9b45-4cd7-bd59-22cb14dd49d7\n",
      "    identifiers: [{'scheme': None, 'identifier': 'd54d2a1d-9b45-4cd7-bd59-22cb14dd49d7'}]\n",
      "    subjects: ['Farmer Cluster', 'North-East', 'Aberdeenshire', 'Scotland', 'Aden Country Park', 'Citizen Science', 'St Combs', 'JHI', 'biota']\n",
      "    type: dataset\n",
      "\n",
      "Citizen Science biodiversity observations in Farmer Cluster Velké Hostěrádky, Czech Republic\n",
      "    format: CSV\n",
      "    identifier: d66efa0b-7913-45e7-b915-58f00909eddf\n",
      "    identifiers: [{'scheme': None, 'identifier': 'd66efa0b-7913-45e7-b915-58f00909eddf'}]\n",
      "    subjects: ['Farmer Cluster', 'Velké Hostěrádky', 'Czech Republic', 'Citizen Science', 'iNaturalist', 'CULS', 'biodiversity', 'biota']\n",
      "    type: dataset\n",
      "\n",
      "Citizen Science biodiversity observations in Farmer Cluster Kanepi, Estonia\n",
      "    format: CSV\n",
      "    identifier: 59254139-bee0-4d40-84c7-44d267fd7431\n",
      "    identifiers: [{'scheme': None, 'identifier': '59254139-bee0-4d40-84c7-44d267fd7431'}]\n",
      "    subjects: ['Farmer Cluster', 'Maaritsa', 'Kanepi', 'Estonia', 'Citizen Science', 'iNaturalist', 'biota']\n",
      "    type: dataset\n",
      "\n",
      "Wasserportal\n",
      "    identifier: 24705d64-7eb4-4a5b-8205-0ed402a3fec0\n",
      "    identifiers: [{'scheme': None, 'identifier': '24705d64-7eb4-4a5b-8205-0ed402a3fec0'}]\n",
      "    subjects: ['World', 'boundaries']\n",
      "\n",
      "None\n",
      "    identifier: 51dd7d3d-b5cd-4f78-91b1-9c3c4846ffde\n",
      "    identifiers: [{'scheme': None, 'identifier': '51dd7d3d-b5cd-4f78-91b1-9c3c4846ffde'}]\n",
      "\n",
      "Template for Vector data in ISO19139\n",
      "    identifier: fc22f481-a81a-4340-b645-7f3fc31350ab\n",
      "    identifiers: [{'scheme': None, 'identifier': 'fc22f481-a81a-4340-b645-7f3fc31350ab'}]\n",
      "    subjects: ['World', 'boundaries']\n",
      "\n",
      "Lietzensee - water level and water temperature\n",
      "    identifier: 3a390883-5415-4558-bb0e-4c13c66cb971\n",
      "    identifiers: [{'scheme': None, 'identifier': '3a390883-5415-4558-bb0e-4c13c66cb971'}]\n",
      "    subjects: ['water level', 'watertemperature', 'environment', 'inlandWaters']\n",
      "\n",
      "Waldsee Zehlendorf- water level and water temperature\n",
      "    identifier: 2b64d421-ca5d-4fa0-bd29-89fd40075444\n",
      "    identifiers: [{'scheme': None, 'identifier': '2b64d421-ca5d-4fa0-bd29-89fd40075444'}]\n",
      "    subjects: ['water level', 'watertemperature', 'environment', 'inlandWaters']\n",
      "\n",
      "Test - Water Quality Dataset on MinIO for AD4GD\n",
      "    identifier: 4817d291-59f5-4dfc-becf-9f16f64563d9\n",
      "    identifiers: [{'scheme': None, 'identifier': '4817d291-59f5-4dfc-becf-9f16f64563d9'}]\n",
      "    subjects: ['Water Quality', 'Pilot 1']\n",
      "\n",
      "Fennsee- water level and water temperature\n",
      "    identifier: 0c9bd113-9fd2-4079-b81c-002792786bab\n",
      "    identifiers: [{'scheme': None, 'identifier': '0c9bd113-9fd2-4079-b81c-002792786bab'}]\n",
      "    subjects: ['water level', 'watertemperature', 'environment', 'inlandWaters']\n",
      "\n",
      "Grunewaldsee- water level and water temperature\n",
      "    identifier: a1f354d9-457b-4640-ab2c-8c6bc1ded30e\n",
      "    identifiers: [{'scheme': None, 'identifier': 'a1f354d9-457b-4640-ab2c-8c6bc1ded30e'}]\n",
      "    subjects: ['water level', 'watertemperature', 'environment', 'inlandWaters']\n",
      "\n",
      "Schäfersee- water level and water temperature\n",
      "    identifier: cce1ffe4-92f7-46f3-b2de-e225ddcd8748\n",
      "    identifiers: [{'scheme': None, 'identifier': 'cce1ffe4-92f7-46f3-b2de-e225ddcd8748'}]\n",
      "    subjects: ['water level', 'watertemperature', 'environment', 'inlandWaters']\n",
      "\n",
      "Water Level Krumme Lanke Berlin\n",
      "    identifier: fe29687e-59ab-4cde-a8ff-8fa62c76bcc7_TMP0002T\n",
      "    identifiers: [{'scheme': None, 'identifier': 'fe29687e-59ab-4cde-a8ff-8fa62c76bcc7_TMP0002T'}]\n",
      "    subjects: ['water level', 'sensor', 'inlandWaters']\n",
      "    type: dataset\n",
      "\n",
      "Citizen Science biodiversity observations in Farmer Cluster Born, Luxembourg\n",
      "    format: CSV\n",
      "    identifier: ccfa1321-42a9-488e-8727-17c7ebfeba20\n",
      "    identifiers: [{'scheme': None, 'identifier': 'ccfa1321-42a9-488e-8727-17c7ebfeba20'}]\n",
      "    subjects: ['Farmer Cluster', 'LIST', 'Luxembourg', 'Born', 'BioBlitz', 'Citizen Science', 'Orchard Hiking', 'biota']\n",
      "    type: dataset\n",
      "\n",
      "Obersee- water level and water temperature\n",
      "    identifier: 632c0937-77f3-4696-a417-d745f4b48532\n",
      "    identifiers: [{'scheme': None, 'identifier': '632c0937-77f3-4696-a417-d745f4b48532'}]\n",
      "    subjects: ['water level', 'watertemperature', 'environment', 'inlandWaters']\n",
      "\n",
      "Copy of template Template for Vector data in ISO19139 (preferred!)\n",
      "    identifier: 2b2f7b1f-65ae-4d0e-b10e-97a8434bc7aa\n",
      "    identifiers: [{'scheme': None, 'identifier': '2b2f7b1f-65ae-4d0e-b10e-97a8434bc7aa'}]\n",
      "    subjects: ['World', 'boundaries']\n",
      "\n",
      "Land Use Land Cover Map of Catalonia, enriched with OSM\n",
      "    identifier: 7e034902-1a99-4ff9-823e-84dd5c452d85\n",
      "    identifiers: [{'scheme': None, 'identifier': '7e034902-1a99-4ff9-823e-84dd5c452d85'}]\n",
      "    modified: 2024-07-05\n",
      "    subjects: ['Catalunya', 'Remote Sensing', 'cartography (maps)', 'land cover', 'Land Use', 'farming', 'biota', 'imageryBaseMapsEarthCover', 'inlandWaters']\n",
      "    type: dataset\n",
      "\n",
      "dreipfuhl- water level and water temperature\n",
      "    identifier: 2db6bc81-0550-4adf-9988-edc4feb35026\n",
      "    identifiers: [{'scheme': None, 'identifier': '2db6bc81-0550-4adf-9988-edc4feb35026'}]\n",
      "    subjects: ['water level', 'watertemperature', 'environment', 'inlandWaters']\n",
      "\n",
      "Hundekehlesee- water level and water temperature\n",
      "    identifier: 63ae32b2-2f5c-418a-bd72-439d17b3131c\n",
      "    identifiers: [{'scheme': None, 'identifier': '63ae32b2-2f5c-418a-bd72-439d17b3131c'}]\n",
      "    subjects: ['water level', 'watertemperature', 'environment', 'inlandWaters']\n",
      "\n",
      "Plötzensee- water level and water temperature\n",
      "    identifier: b3656bd9-c0df-4e8b-b60a-ae57b9494f50\n",
      "    identifiers: [{'scheme': None, 'identifier': 'b3656bd9-c0df-4e8b-b60a-ae57b9494f50'}]\n",
      "    subjects: ['water level', 'watertemperature', 'environment', 'inlandWaters']\n",
      "\n",
      "Berlin lakes polygons\n",
      "    format: ZIP\n",
      "    identifier: 9211b957-2735-48fd-bf50-b645c92722bc\n",
      "    identifiers: [{'scheme': None, 'identifier': '9211b957-2735-48fd-bf50-b645c92722bc'}]\n",
      "    subjects: ['inlandWaters', 'Pilot 1']\n",
      "    type: dataset\n",
      "\n",
      "Terrestrial Connectivity Index (ICT)\n",
      "    identifier: dc3b6286-8c52-4fee-947f-c465dc03c75c\n",
      "    identifiers: [{'scheme': None, 'identifier': 'dc3b6286-8c52-4fee-947f-c465dc03c75c'}]\n",
      "    modified: 2019-01-16\n",
      "    subjects: ['Habitat (Ecologia)', 'Connectivity of terrestrial ecosystem habitat types <http://w3id.org/ad4gd/ev/ebv/Connectivityofterrestrialecosystemhabitattypes>', 'environment']\n",
      "    type: dataset\n",
      "\n",
      "Habitat corridors\n",
      "    identifier: 606f403e-7f45-4b34-8a5a-6ff456b990b5_thresh_2355.0_cost_2355-corridor-250.0_1992\n",
      "    identifiers: [{'scheme': None, 'identifier': '606f403e-7f45-4b34-8a5a-6ff456b990b5_thresh_2355.0_cost_2355-corridor-250.0_1992'}]\n",
      "    subjects: ['Habitat (Ecology)', 'Habitats and biotopes', 'wildlife habitat', 'habitat', 'biota', 'environment']\n",
      "    type: dataset\n",
      "\n",
      "Sensor.Commnunity Air Quality Data\n",
      "    bbox: <owslib.ows.BoundingBox object at 0x105511c10>\n",
      "    date: 2024-08-29T10:38:52.954Z\n",
      "    format: CSV\n",
      "    identifier: 1790de06-d90e-4824-a3b2-f4d6105db1ea\n",
      "    identifiers: [{'scheme': None, 'identifier': '1790de06-d90e-4824-a3b2-f4d6105db1ea'}]\n",
      "    language: eng\n",
      "    subjects: ['PM1', 'PM2.5', 'PM10', 'environment', 'climatologyMeteorologyAtmosphere']\n",
      "    uris: [{'protocol': 'WWW:LINK-1.0-http--link', 'name': 'Homepage', 'description': 'The home page of the Sensor.Community Project', 'url': 'https://sensor.community/en/'}, {'protocol': 'image/png', 'name': None, 'description': None, 'url': 'https://catalogue.grumets.cat/geonetwork/ad4gd/api/records/1790de06-d90e-4824-a3b2-f4d6105db1ea/attachments/Screenshot%202023-10-26%20at%2010.21.23.png'}]\n",
      "\n",
      "Land Use Land Cover Map of Catalonia\n",
      "    identifier: a110782b-b213-4922-988a-8778a66f8d9d\n",
      "    identifiers: [{'scheme': None, 'identifier': 'a110782b-b213-4922-988a-8778a66f8d9d'}]\n",
      "    modified: 2023-05-15\n",
      "    subjects: ['Land Use', 'land cover', 'Remote Sensing', 'cartography (maps)', 'Catalunya', 'farming', 'biota', 'imageryBaseMapsEarthCover', 'inlandWaters']\n",
      "    type: dataset\n",
      "\n",
      "Groß Glienicker See- water level and water temperature\n",
      "    identifier: ee6a3c20-ae6a-422e-88d9-6bed9fcdb77b\n",
      "    identifiers: [{'scheme': None, 'identifier': 'ee6a3c20-ae6a-422e-88d9-6bed9fcdb77b'}]\n",
      "    subjects: ['water level', 'watertemperature', 'environment', 'inlandWaters']\n",
      "\n",
      "Interaction Flow (IF) index\n",
      "    identifier: 95b81008-d73d-4082-9572-0c471b6f5ced\n",
      "    identifiers: [{'scheme': None, 'identifier': '95b81008-d73d-4082-9572-0c471b6f5ced'}]\n",
      "    modified: 2024-01-05\n",
      "    subjects: ['Connectivity', 'Terrestrial habitat connectivity', 'terrestrial habitat connectivity', 'connectivity', 'Remote Sensing', 'cartography (maps)', 'Catalunya', 'environment', 'biota']\n",
      "    type: dataset\n",
      "\n"
     ]
    }
   ],
   "source": [
    "for title, record in records.items():\n",
    "    print(record.title)\n",
    "    for k in dir(record):\n",
    "        if not k.startswith(\"_\") and not k in [\"xml\", \"abstract\", \"title\"]: \n",
    "            val = getattr(record, k)\n",
    "            if val: print(f\"    {k}: {val}\")\n",
    "    print()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "d72b5b88-8acf-4a26-89e3-d699ce815b1f",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{\n",
      "    \"csw:Record\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:ows\": \"http://www.opengis.net/ows\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"dc:identifier\": \"9f4c30af-d37f-4239-8b90-14eb7ea9d1d4\",\n",
      "        \"dc:date\": \"2009-10-15\",\n",
      "        \"dc:title\": \"The Geoffrey's Tube Z3950 Server (Sample Record - Please Delete!)\",\n",
      "        \"dc:type\": \"service\",\n",
      "        \"dct:modified\": \"2010-03-24\",\n",
      "        \"dct:abstract\": \"This catalog is for registering all metadata records held by the Geofffrey's Tube Palace Hotel Ballroom.\",\n",
      "        \"dc:description\": \"This catalog is for registering all metadata records held by the Geofffrey's Tube Palace Hotel Ballroom.\"\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"59b3d999-ad30-4688-b705-6591d51f72cf\",\n",
      "        \"dc:title\": \"Geoscience Australia's Open Day                             Photographs 26th August 2007\",\n",
      "        \"dc:type\": \"collectionSession\",\n",
      "        \"dct:modified\": \"2007-08-26\",\n",
      "        \"dct:abstract\": \"During National Science Week on Sunday 26th                     August 2007, Geoscience Australia opened its doors to the                     community to showcase a diverse range of work activities.                     Members of the public had the opportunity to discover how                     earthquakes are detected, pan for gold, tour the building,                     view Australia in 3D, become a seafloor detective and talk                     to the people who work for Australia's national geoscience                     research organisation. The photographs of that open day have                     been converted into thumbmail images and are available on                     the GA web site.\"\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"fd1a659c-3c4c-4519-983a-ba2c5c992009\",\n",
      "        \"dc:title\": \"Localities in Victoria (VMADMIN.LOCALITY_POLYGON) - Comprehensive Elements\",\n",
      "        \"dc:type\": \"dataset\",\n",
      "        \"dc:subject\": [\n",
      "            \"BOUNDARIES-Administrative\",\n",
      "            \"LAND-Ownership\",\n",
      "            \"boundaries\"\n",
      "        ],\n",
      "        \"dc:format\": \"Most popular formats including ESRI shape, MapInfo Tab and Oracle Spatial\",\n",
      "        \"dct:abstract\": \"This dataset is the definitive set of locality boundaries for the state of Victoria            as defined by Local Government and registered by the Registrar of Geographic Names.            The boundaries are aligned to Vicmap Property. This dataset is part of the Vicmap Admin dataset series.\"\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"da165110-88fd-11da-a88f-000d939bc5d8\",\n",
      "        \"dc:title\": \"Hydrological Basins in Africa (Sample record, please remove!)\",\n",
      "        \"dc:subject\": [\n",
      "            \"watersheds\",\n",
      "            \"river basins\",\n",
      "            \"water resources\",\n",
      "            \"hydrology\",\n",
      "            \"AQUASTAT\",\n",
      "            \"AWRD\",\n",
      "            \"Africa\",\n",
      "            \"inlandWaters\"\n",
      "        ],\n",
      "        \"dc:format\": \"ShapeFile\",\n",
      "        \"dct:abstract\": \"Major hydrological basins and their sub-basins. This dataset divides the African continent according to its hydrological characteristics.\\nThe dataset consists of the following information:- numerical code and name of the major basin (MAJ_BAS and MAJ_NAME); - area of the major basin in square km (MAJ_AREA); - numerical code and name of the sub-basin (SUB_BAS and SUB_NAME); - area of the sub-basin in square km (SUB_AREA); - numerical code of the sub-basin towards which the sub-basin flows (TO_SUBBAS) (the codes -888 and -999 have been assigned respectively to internal sub-basins and to sub-basins draining into the sea)\"\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"9dccec28-5535-4c3d-a02c-cc9d3aaeb284\",\n",
      "        \"dc:title\": \"Plume Flow Air quality data for AD4GD\",\n",
      "        \"dct:abstract\": \"This is a test metadata document for the air quality data collected by Aston University using Plume Flow devices.\"\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"3ddbba11-1b45-4301-a729-18160ce88377_Plume air quality data\",\n",
      "        \"dc:title\": \"plume_example_points.shp\",\n",
      "        \"dc:type\": \"dataset\",\n",
      "        \"dc:subject\": [\n",
      "            \"air quality\",\n",
      "            \"air pollutant\",\n",
      "            \"air pollution\",\n",
      "            \"air quality monitoring\",\n",
      "            \"environment\"\n",
      "        ]\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"9c316b30-0d8f-4553-bc4c-0b5d28eecdfe\",\n",
      "        \"dc:title\": \"Surface water conductivity in river Spree, 2016\",\n",
      "        \"dc:subject\": [\n",
      "            \"Conductivity\",\n",
      "            \"Water temperature\",\n",
      "            \"Surface Water\",\n",
      "            \"River\",\n",
      "            \"Combined Sewer Overflow\",\n",
      "            \"Urban Water Cycle\",\n",
      "            \"inlandWaters\",\n",
      "            \"environment\"\n",
      "        ],\n",
      "        \"dc:format\": null,\n",
      "        \"dct:abstract\": \"Conductivity sensor (Probe AquaTroll 100) during summer 2016, installed close to Weidendammer Br\\u00fccke at river Spree in the Berlin City Center. Time interval of measurements is 15 min. Besides Conductivity, the water temperature is measured, too. Suspended solids is calculated based on conductivity measurements.\"\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"2b27f074-d7f7-4551-b5bf-221ea93edc17\",\n",
      "        \"dc:title\": \"Citizen Science biodiversity observations in Farmer Cluster Mostviertler, Gr\\u00fcnland, Austria\",\n",
      "        \"dc:type\": \"dataset\",\n",
      "        \"dc:subject\": [\n",
      "            \"Farmer Cluster\",\n",
      "            \"Austria\",\n",
      "            \"Grumpenstein\",\n",
      "            \"AREC\",\n",
      "            \"Citizen Science\",\n",
      "            \"biota\"\n",
      "        ],\n",
      "        \"dc:format\": \"CSV\",\n",
      "        \"dct:abstract\": \"B\\u00fcrgerwissenschaftlichen Beobachtungen von Landwirtinnen und Landwirte die gemeinsam die Artenvielfalt im Mostviertler Gr\\u00fcnland beobachten und erhalten. Im nieder\\u00f6sterreichischen Mostviertel erstreckt sich ein sogenanntes Farmer Cluster von Kaumberg im Osten bis nach Biberbach im Westen. Das Cluster ist Teil des Europaweiten Projekts FRAMEwork, welches Gruppen von Landwirtinnen und Landwirten von Estland bis Spanien unterst\\u00fctzt, gemeinsam f\\u00fcr die Erhaltung von Biodiversitaet aktiv zu werden. Das Mostviertler Cluster zeichnet sich durch kleine \\\"Cluster-Inseln\\\" aus, welche rund um die H\\u00f6fe liegen. Hier sind einerseits bereits Lebensr\\u00e4ume mit hoher Biodiversit\\u00e4t anzufinden, andererseits werden gemeinsam Ma\\u00dfnahmen zur F\\u00f6rderung der Biodiversit\\u00e4t entwickelt und auf weniger artenreichen Fl\\u00e4chen angewendet. Das Mostviertler Farmer Cluster zeichnet sich auch durch eine hohe Vielfalt verschiedener Lebensr\\u00e4ume aus, von mehrschnittigem Gr\\u00fcnland, \\u00fcber Windschutzhecken bis hin zu Magerwiesen. Mehr Info: https://www.framework-biodiversity.eu/.\"\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"c178f410-9cda-43ec-9ea3-7335ce4f4b0b\",\n",
      "        \"dc:title\": \"City Nature Challenge 2023 - biodiversity observations in Farmer Cluster Monte Pisano, Calci, Italy\",\n",
      "        \"dc:type\": \"dataset\",\n",
      "        \"dc:subject\": [\n",
      "            \"Farmer Cluster\",\n",
      "            \"Monte Pisano\",\n",
      "            \"SSSA\",\n",
      "            \"Calci\",\n",
      "            \"Italy\",\n",
      "            \"Citizen Science\",\n",
      "            \"iNaturalist\",\n",
      "            \"biota\"\n",
      "        ],\n",
      "        \"dc:format\": \"CSV\",\n",
      "        \"dct:abstract\": \"Biodiversity observations recorded with the iNaturalist application from 28th of April to 1st of May in and around the Farmer Cluster in Monte Pisano (Calci, Italy), as part of the FRAMEwork project and in the context of the City Nature Challenge 2023 event. FRAMEwork is a European project aiming at valuing biodiversity in farmland. More info   at https://www.framework-biodiversity.eu/.\"\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"13b0a842-ceb2-41b1-8950-30f1e2a5f069\",\n",
      "        \"dc:title\": \"PurpleAir Indoor Sensor Air Quality Data Sample for AD4GD (Sensor ID 157047)\",\n",
      "        \"dct:abstract\": \"This sample data file was downloaded from PurpleAir data provider. The CSV file contains data for indoor air quality sensor (sensor ID 157047) for 1 day (2023-10-22) aggregated to 30-minute average. \\nLatitude and Longitude data fields are not available for historic data.\\n\\nAvailable data fields:\\ntime_stamp\\nrssi\\nuptime\\npa_latency\\nmemory\\nhumidity\\nhumidity_a\\nhumidity_b\\ntemperature\\ntemperature_a\\ntemperature_b\\npressure\\npressure_a\\npressure_b\\nvoc\\nvoc_a\\nvoc_b\\nanalog_input\\npm2.5_alt\\npm2.5_alt_a\\npm2.5_alt_b\\nscattering_coefficient\\nscattering_coefficient_a\\nscattering_coefficient_b\\ndeciviews\\ndeciviews_a\\ndeciviews_b\\nvisual_range\\nvisual_range_a\\nvisual_range_b\\n0.3_um_count\\n0.3_um_count_a\\n0.3_um_count_b\\n0.5_um_count\\n0.5_um_count_a\\n0.5_um_count_b\\n1.0_um_count\\n1.0_um_count_a\\n1.0_um_count_b\\n2.5_um_count\\n2.5_um_count_a\\n2.5_um_count_b\\n5.0_um_count\\n5.0_um_count_a\\n5.0_um_count_b\\n10.0_um_count\\n10.0_um_count_a\\n10.0_um_count_b\\npm1.0_cf_1\\npm1.0_cf_1_a\\npm1.0_cf_1_b\\npm1.0_atm\\npm1.0_atm_a\\npm1.0_atm_b\\npm2.5_atm\\npm2.5_atm_a\\npm2.5_atm_b\\npm2.5_cf_1\\npm2.5_cf_1_a\\npm2.5_cf_1_b\\npm10.0_atm\\npm10.0_atm_a\\npm10.0_atm_b\\npm10.0_cf_1\\npm10.0_cf_1_a\\npm10.0_cf_1_b\"\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"be534a5a-b8bf-488d-bdfa-875025205c0d\",\n",
      "        \"dc:title\": \"IoT Sensor in Geneva\",\n",
      "        \"dc:type\": \"dataset\",\n",
      "        \"dc:subject\": [\n",
      "            \"IoT\",\n",
      "            \"location\"\n",
      "        ],\n",
      "        \"dc:format\": \"JSON\",\n",
      "        \"dct:abstract\": \"Random number generated by an IoT device.\"\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"e609d591-daf5-49c0-b91d-05d46957072c\",\n",
      "        \"dc:title\": \"Continuous E.coli measurements in surface water\",\n",
      "        \"dc:subject\": [\n",
      "            \"E.coli\",\n",
      "            \"River\",\n",
      "            \"Indicator organisms\",\n",
      "            \"Surface Water\",\n",
      "            \"Water quality\",\n",
      "            \"Combined sewer overflow\",\n",
      "            \"Urban water cycle\",\n",
      "            \"Bathing waters\"\n",
      "        ],\n",
      "        \"dc:format\": [\n",
      "            null,\n",
      "            null\n",
      "        ],\n",
      "        \"dct:abstract\": \"Online measurements of E.coli with device: Adasa AquaBio. Device installed in river Spree in the Berlin city center during september and october 2023.\"\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"5b8e2f5d-ed72-4be0-ab95-5ba5fd605c92\",\n",
      "        \"dc:title\": \"Citizen Science biodiversity observations in Farmer Cluster Monte Pisano, Calci, Italy\",\n",
      "        \"dc:type\": \"dataset\",\n",
      "        \"dc:subject\": [\n",
      "            \"Farmer Cluster\",\n",
      "            \"Monte Pisano\",\n",
      "            \"SSSA\",\n",
      "            \"Calci\",\n",
      "            \"Italy\",\n",
      "            \"Citizen Science\",\n",
      "            \"iNaturalist\",\n",
      "            \"biota\"\n",
      "        ],\n",
      "        \"dc:format\": \"CSV\",\n",
      "        \"dct:abstract\": \"Biodiversity observations recorded with the iNaturalist application in and around the Farmer Cluster in Monte Pisano (Calci, Italy), as part of the FRAMEwork project. FRAMEwork is a European project aiming at valuing biodiversity in farmland. More info   at https://www.framework-biodiversity.eu/.\"\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"04e52744-7978-42d7-a01b-47b2588ace5c\",\n",
      "        \"dc:title\": \"Halensee- water level and water temperature\",\n",
      "        \"dc:subject\": [\n",
      "            \"water level\",\n",
      "            \"watertemperature\",\n",
      "            \"environment\",\n",
      "            \"inlandWaters\"\n",
      "        ],\n",
      "        \"dc:format\": null,\n",
      "        \"dct:abstract\": \"The Berlin water portal provides information on current and historical measured values from the Berlin state monitoring networks for surface water (rivers and lakes), soil water and groundwater (aquifers).\\n\\nUseful links:\\nMain landing page:https://wasserportal.berlin.de/start.php\\n\\nMeasured values:\\nWater Temperature (\\u00b0C)\\nWater level (cm)\"\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"651b49f1-195f-4efb-b2c2-f2ec2f89e370\",\n",
      "        \"dc:title\": \"Orankesee- water level and water temperature\",\n",
      "        \"dc:subject\": [\n",
      "            \"water level\",\n",
      "            \"watertemperature\",\n",
      "            \"environment\",\n",
      "            \"inlandWaters\"\n",
      "        ],\n",
      "        \"dc:format\": null,\n",
      "        \"dct:abstract\": \"The Berlin water portal provides information on current and historical measured values from the Berlin state monitoring networks for surface water (rivers and lakes), soil water and groundwater (aquifers).\\n\\nUseful links:\\nMain landing page:https://wasserportal.berlin.de/start.php\\n\\nMeasured values:\\nWater Temperature (\\u00b0C)\\nWater level (cm)\"\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"cdecdf23-8de2-4de8-ac5c-0da2a275777c\",\n",
      "        \"dc:title\": \"Berlin Lake Mueggelsee Water Quality Dataset (AD4GD copy hosted on MinIO)\",\n",
      "        \"dc:subject\": [\n",
      "            \"Berlin Lake\",\n",
      "            \"Water Quality\"\n",
      "        ],\n",
      "        \"dc:format\": null,\n",
      "        \"dct:abstract\": \"Lake Mueggelsee Water Quality Dataset downloaded from https://fred.igb-berlin.de/data/package/165.\\n\\nThe dataset is provided by the M\\u00fcggelsee station 165.\\n\\nSampling interval is 30 secs.\\nNote on interval before 2011: the interval was 1 hour.\\n\\nHistoric data is available for the time period 14/04/2005 - 05/12/2022.\\n\\nThe M\\u00fcggelsee, also known as the Gro\\u00dfer M\\u00fcggelsee, is a natural lake in the eastern edge of Berlin, the capital city of Germany. It is the largest of the Berlin lakes by area, with an area of 7.4 square kilometres (2.9 sq mi), a length of 4.3 kilometres (2.7 mi).\"\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"99018830-b07f-4115-92f9-1afbdefa9b20\",\n",
      "        \"dc:title\": \"Fennpfuhl- water level and water temperature\",\n",
      "        \"dc:subject\": [\n",
      "            \"water level\",\n",
      "            \"watertemperature\",\n",
      "            \"environment\",\n",
      "            \"inlandWaters\"\n",
      "        ],\n",
      "        \"dc:format\": null,\n",
      "        \"dct:abstract\": \"The Berlin water portal provides information on current and historical measured values from the Berlin state monitoring networks for surface water (rivers and lakes), soil water and groundwater (aquifers).\\n\\nUseful links:\\nMain landing page:https://wasserportal.berlin.de/start.php\\n\\nMeasured values:\\nWater Temperature (\\u00b0C)\\nWater level (cm)\"\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"b297c4d0-ad7c-4211-abe2-9eb3e4ba98dc\",\n",
      "        \"dc:title\": \"Flughafensee- water level and water temperature\",\n",
      "        \"dc:subject\": [\n",
      "            \"water level\",\n",
      "            \"watertemperature\",\n",
      "            \"environment\",\n",
      "            \"inlandWaters\"\n",
      "        ],\n",
      "        \"dc:format\": null,\n",
      "        \"dct:abstract\": \"The Berlin water portal provides information on current and historical measured values from the Berlin state monitoring networks for surface water (rivers and lakes), soil water and groundwater (aquifers).\\n\\nUseful links:\\nMain landing page:https://wasserportal.berlin.de/start.php\\n\\nMeasured values:\\nWater Temperature (\\u00b0C)\\nWater level (cm)\"\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"78f93047-74f8-4419-ac3d-fc62e4b0477b\",\n",
      "        \"dc:title\": \"Physiographic Map of North and Central Eurasia (Sample record, please remove!)\",\n",
      "        \"dc:subject\": [\n",
      "            \"physiography, soil\",\n",
      "            \"Eurasia\",\n",
      "            \"geoscientificInformation\"\n",
      "        ],\n",
      "        \"dct:abstract\": \"Physiographic maps for the CIS and Baltic States (CIS_BS), Mongolia, China and Taiwan Province of China. Between the three regions (China, Mongolia, and CIS_BS countries) DCW boundaries were introduced. There are no DCW boundaries between Russian Federation and the rest of the new countries of the CIS_BS. The original physiographic map of China includes the Chinese border between India and China, which extends beyond the Indian border line, and the South China Sea islands (no physiographic information is present for islands in the South China Sea). The use of these country boundaries does not imply the expression of any opinion whatsoever on the part of FAO concerning the legal or constitutional states of any country, territory, or sea area, or concerning delimitation of frontiers. The Maps visualize the items LANDF, HYPSO, SLOPE that correspond to Landform, Hypsometry and Slope.\"\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"f7bf1553-4c71-484b-ba3c-d4b28477fa4a\",\n",
      "        \"dc:title\": \"Dianasee - water level and water temperature\",\n",
      "        \"dc:subject\": [\n",
      "            \"water level\",\n",
      "            \"watertemperature\",\n",
      "            \"environment\",\n",
      "            \"inlandWaters\"\n",
      "        ],\n",
      "        \"dc:format\": null,\n",
      "        \"dct:abstract\": \"The Berlin water portal provides information on current and historical measured values from the Berlin state monitoring networks for surface water (rivers and lakes), soil water and groundwater (aquifers).\\n\\nUseful links:\\nMain landing page:https://wasserportal.berlin.de/start.php\\n\\nMeasured values:\\nWater Temperature (\\u00b0C)\\nWater level (cm)\"\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"6231e4ef-368b-444b-86d1-77adf24a9cbd\",\n",
      "        \"dc:title\": \"Biesdorfer Baggersee- water level and water temperature\",\n",
      "        \"dc:subject\": [\n",
      "            \"water level\",\n",
      "            \"watertemperature\",\n",
      "            \"environment\",\n",
      "            \"inlandWaters\"\n",
      "        ],\n",
      "        \"dc:format\": null,\n",
      "        \"dct:abstract\": \"The Berlin water portal provides information on current and historical measured values from the Berlin state monitoring networks for surface water (rivers and lakes), soil water and groundwater (aquifers).\\n\\nUseful links:\\nMain landing page:https://wasserportal.berlin.de/start.php\\n\\nMeasured values:\\nWater Temperature (\\u00b0C)\\nWater level (cm)\"\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"f14ec4da-dfb3-47a3-8ad8-7d44ea927e2b\",\n",
      "        \"dc:title\": \"PurpleAir Outdoor Sensor Air Quality Data Sample for AD4GD (Sensor ID 5428)\",\n",
      "        \"dct:abstract\": \"This sample data file was downloaded from PurpleAir data provider. The CSV file contains data for outdoor air quality sensor (sensor ID 5428) for 1 day (2023-10-22) aggregated to 30-minute average. \\nLatitude and Longitude data fields are not available for historic data.\\n\\nAvailable data fields:\\ntime_stamp\\nrssi\\nuptime\\npa_latency\\nmemory\\nhumidity\\nhumidity_a\\nhumidity_b\\ntemperature\\ntemperature_a\\ntemperature_b\\npressure\\npressure_a\\npressure_b\\nvoc\\nvoc_a\\nvoc_b\\nanalog_input\\npm2.5_alt\\npm2.5_alt_a\\npm2.5_alt_b\\nscattering_coefficient\\nscattering_coefficient_a\\nscattering_coefficient_b\\ndeciviews\\ndeciviews_a\\ndeciviews_b\\nvisual_range\\nvisual_range_a\\nvisual_range_b\\n0.3_um_count\\n0.3_um_count_a\\n0.3_um_count_b\\n0.5_um_count\\n0.5_um_count_a\\n0.5_um_count_b\\n1.0_um_count\\n1.0_um_count_a\\n1.0_um_count_b\\n2.5_um_count\\n2.5_um_count_a\\n2.5_um_count_b\\n5.0_um_count\\n5.0_um_count_a\\n5.0_um_count_b\\n10.0_um_count\\n10.0_um_count_a\\n10.0_um_count_b\\npm1.0_cf_1\\npm1.0_cf_1_a\\npm1.0_cf_1_b\\npm1.0_atm\\npm1.0_atm_a\\npm1.0_atm_b\\npm2.5_atm\\npm2.5_atm_a\\npm2.5_atm_b\\npm2.5_cf_1\\npm2.5_cf_1_a\\npm2.5_cf_1_b\\npm10.0_atm\\npm10.0_atm_a\\npm10.0_atm_b\\npm10.0_cf_1\\npm10.0_cf_1_a\\npm10.0_cf_1_b\"\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"9a66e2ea-9839-4450-9899-ae7363c230f6\",\n",
      "        \"dc:title\": \"Malchowersee- water level and water temperature\",\n",
      "        \"dc:subject\": [\n",
      "            \"water level\",\n",
      "            \"watertemperature\",\n",
      "            \"environment\",\n",
      "            \"inlandWaters\"\n",
      "        ],\n",
      "        \"dc:format\": null,\n",
      "        \"dct:abstract\": \"The Berlin water portal provides information on current and historical measured values from the Berlin state monitoring networks for surface water (rivers and lakes), soil water and groundwater (aquifers).\\n\\nUseful links:\\nMain landing page:https://wasserportal.berlin.de/start.php\\n\\nMeasured values:\\nWater Temperature (\\u00b0C)\\nWater level (cm)\"\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"55a8c728-f1e2-4097-9813-3d46bd59b4fb\",\n",
      "        \"dc:title\": \"CitiObs STAplus demo dataset\",\n",
      "        \"dc:subject\": [\n",
      "            \"Particulate matter\",\n",
      "            \"Temperature\",\n",
      "            \"Air Quality\",\n",
      "            \"environment\"\n",
      "        ],\n",
      "        \"dct:abstract\": \"Air Quality Observations for testing STA\"\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"0a13b5c9-1fde-3625-bd62-4a37b09e6e24\",\n",
      "        \"dc:title\": \"Gew\\u00e4sserkarte\",\n",
      "        \"dc:type\": \"service\",\n",
      "        \"dc:subject\": [\n",
      "            \"inspireidentifiziert\",\n",
      "            \"open data\",\n",
      "            \"opendata\",\n",
      "            \"Karte\",\n",
      "            \"Karten\",\n",
      "            \"Geodaten\",\n",
      "            \"Berlin\",\n",
      "            \"BWG\",\n",
      "            \"Wasser\",\n",
      "            \"Gew\\u00e4sserkarte\",\n",
      "            \"Gew\\u00e4sser\",\n",
      "            \"Regional\",\n",
      "            \"infoFeatureAccessService\"\n",
      "        ],\n",
      "        \"dc:format\": \"Text/HTML\",\n",
      "        \"dct:modified\": \"2017-09-01\",\n",
      "        \"dct:abstract\": \"Gew\\u00e4sserkarte mit Sachdaten des Gew\\u00e4sserverzeichnisses im Sinne des BWG einschlie\\u00dflich der amtlichen Gew\\u00e4ssernummern von Berlin, nach Vorgabe eines bundeseinheitlichen Systems von der Bundesanstalt f\\u00fcr Gew\\u00e4sserkunde Koblenz.\"\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"d54d2a1d-9b45-4cd7-bd59-22cb14dd49d7\",\n",
      "        \"dc:title\": \"Citizen Science biodiversity observations in the Aden Country Park area of Aberdeenshire. The North-East Farmer Cluster, Scotland\",\n",
      "        \"dc:type\": \"dataset\",\n",
      "        \"dc:subject\": [\n",
      "            \"Farmer Cluster\",\n",
      "            \"North-East\",\n",
      "            \"Aberdeenshire\",\n",
      "            \"Scotland\",\n",
      "            \"Aden Country Park\",\n",
      "            \"Citizen Science\",\n",
      "            \"St Combs\",\n",
      "            \"JHI\",\n",
      "            \"biota\"\n",
      "        ],\n",
      "        \"dc:format\": \"CSV\",\n",
      "        \"dct:abstract\": \"Biodiversity observations recorded with the iNaturalist application Aden Country Park in and around Aden Country Park in Aberdeenshire and near St Combs in Scotland as part of the FRAMEwork project. FRAMEwork is a European project aiming at valuing biodiversity in farmland. More info at https://www.framework-biodiversity.eu/.\"\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"d66efa0b-7913-45e7-b915-58f00909eddf\",\n",
      "        \"dc:title\": \"Citizen Science biodiversity observations in Farmer Cluster Velk\\u00e9 Host\\u011br\\u00e1dky, Czech Republic\",\n",
      "        \"dc:type\": \"dataset\",\n",
      "        \"dc:subject\": [\n",
      "            \"Farmer Cluster\",\n",
      "            \"Velk\\u00e9 Host\\u011br\\u00e1dky\",\n",
      "            \"Czech Republic\",\n",
      "            \"Citizen Science\",\n",
      "            \"iNaturalist\",\n",
      "            \"CULS\",\n",
      "            \"biodiversity\",\n",
      "            \"biota\"\n",
      "        ],\n",
      "        \"dc:format\": \"CSV\",\n",
      "        \"dct:abstract\": \"Biodiversity observations recorded with the iNaturalist application in and around the Czech Farmer Cluster in the region of Velk\\u00e9 Host\\u011br\\u00e1dky (Czech Republic), as part of the FRAMEwork project. FRAMEwork is a European project aiming at valuing biodiversity in farmland. More info   at https://www.framework-biodiversity.eu/.\"\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"59254139-bee0-4d40-84c7-44d267fd7431\",\n",
      "        \"dc:title\": \"Citizen Science biodiversity observations in Farmer Cluster Kanepi, Estonia\",\n",
      "        \"dc:type\": \"dataset\",\n",
      "        \"dc:subject\": [\n",
      "            \"Farmer Cluster\",\n",
      "            \"Maaritsa\",\n",
      "            \"Kanepi\",\n",
      "            \"Estonia\",\n",
      "            \"Citizen Science\",\n",
      "            \"iNaturalist\",\n",
      "            \"biota\"\n",
      "        ],\n",
      "        \"dc:format\": \"CSV\",\n",
      "        \"dct:abstract\": \"iNaturalist rakendusega salvestatud elurikkuse vaatlused P\\u00f5llumeeste klastris ja selle \\u00fcmbruses Kanepi piirkonnas (Eestis) projekti FRAMEwork raames. FRAMEwork on Euroopa projekt, mille eesm\\u00e4rk on v\\u00e4\\u00e4rtustada bioloogilist mitmekesisust p\\u00f5llumaadel. Lisateavet leiate aadressilt https://www.framework-biodiversity.eu/.\"\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"24705d64-7eb4-4a5b-8205-0ed402a3fec0\",\n",
      "        \"dc:title\": \"Wasserportal\",\n",
      "        \"dc:subject\": [\n",
      "            \"World\",\n",
      "            \"boundaries\"\n",
      "        ],\n",
      "        \"dct:abstract\": \"The ISO19115 metadata standard is the preferred metadata standard to use. \\nIf unsure what templates to start with, use this one.\\n\\nThis copy was created at 2023-10-27T12:31:01.896+02:00[Europe/Paris].\"\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"51dd7d3d-b5cd-4f78-91b1-9c3c4846ffde\",\n",
      "        \"dc:title\": null,\n",
      "        \"dct:abstract\": null\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"fc22f481-a81a-4340-b645-7f3fc31350ab\",\n",
      "        \"dc:title\": \"Template for Vector data in ISO19139\",\n",
      "        \"dc:subject\": [\n",
      "            \"World\",\n",
      "            \"boundaries\"\n",
      "        ],\n",
      "        \"dct:abstract\": \"The ISO19115 metadata standard is the preferred\\n          metadata\\n          standard to use. If unsure what templates to start with, use this\\n          one.\"\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"3a390883-5415-4558-bb0e-4c13c66cb971\",\n",
      "        \"dc:title\": \"Lietzensee - water level and water temperature\",\n",
      "        \"dc:subject\": [\n",
      "            \"water level\",\n",
      "            \"watertemperature\",\n",
      "            \"environment\",\n",
      "            \"inlandWaters\"\n",
      "        ],\n",
      "        \"dc:format\": null,\n",
      "        \"dct:abstract\": \"The Berlin water portal provides information on current and historical measured values from the Berlin state monitoring networks for surface water (rivers and lakes), soil water and groundwater (aquifers).\\n\\nUseful links:\\nMain landing page:https://wasserportal.berlin.de/start.php\\n\\nMeasured values:\\nWater Temperature (\\u00b0C)\\nWater level (cm)\"\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"2b64d421-ca5d-4fa0-bd29-89fd40075444\",\n",
      "        \"dc:title\": \"Waldsee Zehlendorf- water level and water temperature\",\n",
      "        \"dc:subject\": [\n",
      "            \"water level\",\n",
      "            \"watertemperature\",\n",
      "            \"environment\",\n",
      "            \"inlandWaters\"\n",
      "        ],\n",
      "        \"dc:format\": null,\n",
      "        \"dct:abstract\": \"The Berlin water portal provides information on current and historical measured values from the Berlin state monitoring networks for surface water (rivers and lakes), soil water and groundwater (aquifers).\\n\\nUseful links:\\nMain landing page:https://wasserportal.berlin.de/start.php\\n\\nMeasured values:\\nWater Temperature (\\u00b0C)\\nWater level (cm)\"\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"4817d291-59f5-4dfc-becf-9f16f64563d9\",\n",
      "        \"dc:title\": \"Test - Water Quality Dataset on MinIO for AD4GD\",\n",
      "        \"dc:subject\": [\n",
      "            \"Water Quality\",\n",
      "            \"Pilot 1\"\n",
      "        ],\n",
      "        \"dc:format\": null,\n",
      "        \"dct:abstract\": \"This is a test dataset created during AD4GD Aston University Hackathon. This dataset is hosted on MinIO by ATOS project partner. The dataset can only be accessed by the users who have login credentioals.\\n\\nIndividual files can be downloaded when user is logged in to MinIO.\"\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"0c9bd113-9fd2-4079-b81c-002792786bab\",\n",
      "        \"dc:title\": \"Fennsee- water level and water temperature\",\n",
      "        \"dc:subject\": [\n",
      "            \"water level\",\n",
      "            \"watertemperature\",\n",
      "            \"environment\",\n",
      "            \"inlandWaters\"\n",
      "        ],\n",
      "        \"dc:format\": null,\n",
      "        \"dct:abstract\": \"The Berlin water portal provides information on current and historical measured values from the Berlin state monitoring networks for surface water (rivers and lakes), soil water and groundwater (aquifers).\\n\\nUseful links:\\nMain landing page:https://wasserportal.berlin.de/start.php\\n\\nMeasured values:\\nWater Temperature (\\u00b0C)\\nWater level (cm)\"\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"a1f354d9-457b-4640-ab2c-8c6bc1ded30e\",\n",
      "        \"dc:title\": \"Grunewaldsee- water level and water temperature\",\n",
      "        \"dc:subject\": [\n",
      "            \"water level\",\n",
      "            \"watertemperature\",\n",
      "            \"environment\",\n",
      "            \"inlandWaters\"\n",
      "        ],\n",
      "        \"dc:format\": null,\n",
      "        \"dct:abstract\": \"The Berlin water portal provides information on current and historical measured values from the Berlin state monitoring networks for surface water (rivers and lakes), soil water and groundwater (aquifers).\\n\\nUseful links:\\nMain landing page:https://wasserportal.berlin.de/start.php\\n\\nMeasured values:\\nWater Temperature (\\u00b0C)\\nWater level (cm)\"\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"cce1ffe4-92f7-46f3-b2de-e225ddcd8748\",\n",
      "        \"dc:title\": \"Sch\\u00e4fersee- water level and water temperature\",\n",
      "        \"dc:subject\": [\n",
      "            \"water level\",\n",
      "            \"watertemperature\",\n",
      "            \"environment\",\n",
      "            \"inlandWaters\"\n",
      "        ],\n",
      "        \"dc:format\": null,\n",
      "        \"dct:abstract\": \"The Berlin water portal provides information on current and historical measured values from the Berlin state monitoring networks for surface water (rivers and lakes), soil water and groundwater (aquifers).\\n\\nUseful links:\\nMain landing page:https://wasserportal.berlin.de/start.php\\n\\nMeasured values:\\nWater Temperature (\\u00b0C)\\nWater level (cm)\"\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"fe29687e-59ab-4cde-a8ff-8fa62c76bcc7_TMP0002T\",\n",
      "        \"dc:title\": \"Water Level Krumme Lanke Berlin\",\n",
      "        \"dc:type\": \"dataset\",\n",
      "        \"dc:subject\": [\n",
      "            \"water level\",\n",
      "            \"sensor\",\n",
      "            \"inlandWaters\"\n",
      "        ],\n",
      "        \"dct:abstract\": \"Station ID: 5800107; Station Name: \\\"Am Wolfsschluchtkanal\\\"; Surface Water: \\\"Krumme Lanke\\\"; Further information: https://wasserportal.berlin.de/station.php?anzeige=i&thema=ows&station=5800107, Data is continuously updated.\"\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"ccfa1321-42a9-488e-8727-17c7ebfeba20\",\n",
      "        \"dc:title\": \"Citizen Science biodiversity observations in Farmer Cluster Born, Luxembourg\",\n",
      "        \"dc:type\": \"dataset\",\n",
      "        \"dc:subject\": [\n",
      "            \"Farmer Cluster\",\n",
      "            \"LIST\",\n",
      "            \"Luxembourg\",\n",
      "            \"Born\",\n",
      "            \"BioBlitz\",\n",
      "            \"Citizen Science\",\n",
      "            \"Orchard Hiking\",\n",
      "            \"biota\"\n",
      "        ],\n",
      "        \"dc:format\": \"CSV\",\n",
      "        \"dct:abstract\": \"Biodiversity observations recorded with the iNaturalist application in and around orchards of the Mullerthal Region in Luxembourg, more precisely in the Rosport-Mompach municipality, as part of the FRAMEwork project. FRAMEwork is a European project aiming at valuing biodiversity in farmland. \\n                 More info at https://www.framework-biodiversity.eu/.\"\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"632c0937-77f3-4696-a417-d745f4b48532\",\n",
      "        \"dc:title\": \"Obersee- water level and water temperature\",\n",
      "        \"dc:subject\": [\n",
      "            \"water level\",\n",
      "            \"watertemperature\",\n",
      "            \"environment\",\n",
      "            \"inlandWaters\"\n",
      "        ],\n",
      "        \"dc:format\": null,\n",
      "        \"dct:abstract\": \"The Berlin water portal provides information on current and historical measured values from the Berlin state monitoring networks for surface water (rivers and lakes), soil water and groundwater (aquifers).\\n\\nUseful links:\\nMain landing page:https://wasserportal.berlin.de/start.php\\n\\nMeasured values:\\nWater Temperature (\\u00b0C)\\nWater level (cm)\"\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"2b2f7b1f-65ae-4d0e-b10e-97a8434bc7aa\",\n",
      "        \"dc:title\": \"Copy of template Template for Vector data in ISO19139 (preferred!)\",\n",
      "        \"dc:subject\": [\n",
      "            \"World\",\n",
      "            \"boundaries\"\n",
      "        ],\n",
      "        \"dct:abstract\": \"The ISO19115 metadata standard is the preferred metadata standard to use. \\nIf unsure what templates to start with, use this one.\\n\\nThis copy was created at 2023-10-27T12:31:01.896+02:00[Europe/Paris].\"\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"7e034902-1a99-4ff9-823e-84dd5c452d85\",\n",
      "        \"dc:title\": \"Land Use Land Cover Map of Catalonia, enriched with OSM\",\n",
      "        \"dc:type\": \"dataset\",\n",
      "        \"dc:subject\": [\n",
      "            \"Catalunya\",\n",
      "            \"Remote Sensing\",\n",
      "            \"cartography (maps)\",\n",
      "            \"land cover\",\n",
      "            \"Land Use\",\n",
      "            \"farming\",\n",
      "            \"biota\",\n",
      "            \"imageryBaseMapsEarthCover\",\n",
      "            \"inlandWaters\"\n",
      "        ],\n",
      "        \"dct:modified\": \"2024-07-05\",\n",
      "        \"dct:abstract\": \"Additional preprocessing of The Land Use Land Cover Map of Catalonia carried out using Open Street Map data. The Land Use Land Cover Map of Catalonia is obtained through automatic classification of Landsat and Sentinel-2 images with a spatial resolution of 30 m and 10 m, with auxiliary information provided by the Generalitat de Catalunya. A specific methodology has been applied to improve the temporal consistency of the entire MUCSC series.\"\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"2db6bc81-0550-4adf-9988-edc4feb35026\",\n",
      "        \"dc:title\": \"dreipfuhl- water level and water temperature\",\n",
      "        \"dc:subject\": [\n",
      "            \"water level\",\n",
      "            \"watertemperature\",\n",
      "            \"environment\",\n",
      "            \"inlandWaters\"\n",
      "        ],\n",
      "        \"dc:format\": null,\n",
      "        \"dct:abstract\": \"The Berlin water portal provides information on current and historical measured values from the Berlin state monitoring networks for surface water (rivers and lakes), soil water and groundwater (aquifers).\\n\\nUseful links:\\nMain landing page:https://wasserportal.berlin.de/start.php\\n\\nMeasured values:\\nWater Temperature (\\u00b0C)\\nWater level (cm)\"\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"63ae32b2-2f5c-418a-bd72-439d17b3131c\",\n",
      "        \"dc:title\": \"Hundekehlesee- water level and water temperature\",\n",
      "        \"dc:subject\": [\n",
      "            \"water level\",\n",
      "            \"watertemperature\",\n",
      "            \"environment\",\n",
      "            \"inlandWaters\"\n",
      "        ],\n",
      "        \"dc:format\": null,\n",
      "        \"dct:abstract\": \"The Berlin water portal provides information on current and historical measured values from the Berlin state monitoring networks for surface water (rivers and lakes), soil water and groundwater (aquifers).\\n\\nUseful links:\\nMain landing page:https://wasserportal.berlin.de/start.php\\n\\nMeasured values:\\nWater Temperature (\\u00b0C)\\nWater level (cm)\"\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"b3656bd9-c0df-4e8b-b60a-ae57b9494f50\",\n",
      "        \"dc:title\": \"Pl\\u00f6tzensee- water level and water temperature\",\n",
      "        \"dc:subject\": [\n",
      "            \"water level\",\n",
      "            \"watertemperature\",\n",
      "            \"environment\",\n",
      "            \"inlandWaters\"\n",
      "        ],\n",
      "        \"dc:format\": null,\n",
      "        \"dct:abstract\": \"The Berlin water portal provides information on current and historical measured values from the Berlin state monitoring networks for surface water (rivers and lakes), soil water and groundwater (aquifers).\\n\\nUseful links:\\nMain landing page:https://wasserportal.berlin.de/start.php\\n\\nMeasured values:\\nWater Temperature (\\u00b0C)\\nWater level (cm)\"\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"9211b957-2735-48fd-bf50-b645c92722bc\",\n",
      "        \"dc:title\": \"Berlin lakes polygons\",\n",
      "        \"dc:type\": \"dataset\",\n",
      "        \"dc:subject\": [\n",
      "            \"inlandWaters\",\n",
      "            \"Pilot 1\"\n",
      "        ],\n",
      "        \"dc:format\": \"ZIP\",\n",
      "        \"dct:abstract\": \"Dataset extracted from the Berlin surface water map with factual data from the water directory within the meaning of the BWG, including the official water numbers of Berlin, according to the specifications of a nationwide system from the Federal Institute for Hydrology Koblenz.\"\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"dc3b6286-8c52-4fee-947f-c465dc03c75c\",\n",
      "        \"dc:title\": \"Terrestrial Connectivity Index (ICT)\",\n",
      "        \"dc:type\": \"dataset\",\n",
      "        \"dc:subject\": [\n",
      "            \"Habitat (Ecologia)\",\n",
      "            \"Connectivity of terrestrial ecosystem habitat types <http://w3id.org/ad4gd/ev/ebv/Connectivityofterrestrialecosystemhabitattypes>\",\n",
      "            \"environment\"\n",
      "        ],\n",
      "        \"dct:modified\": \"2019-01-16\",\n",
      "        \"dct:abstract\": \"ICT approach to the Mediterranean landscape in which habitat types are not independent each other units but supporting frequent exchanges of terrestrial organisms and processes between them. This ICT calculation considers affinity and impedances values between habitat types, which modulate the weight of the habitat patch area. Values express the (log10(ha) of connectivity. Greater values of the index express better connectivity for that specific habitat.\"\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"606f403e-7f45-4b34-8a5a-6ff456b990b5_thresh_2355.0_cost_2355-corridor-250.0_1992\",\n",
      "        \"dc:title\": \"Habitat corridors\",\n",
      "        \"dc:type\": \"dataset\",\n",
      "        \"dc:subject\": [\n",
      "            \"Habitat (Ecology)\",\n",
      "            \"Habitats and biotopes\",\n",
      "            \"wildlife habitat\",\n",
      "            \"habitat\",\n",
      "            \"biota\",\n",
      "            \"environment\"\n",
      "        ],\n",
      "        \"dct:abstract\": \"Tif data with one band reflecting the number of forest habitat corridors intersecting each pixel derived from computations in Graphab software (maximum distance = 250 m) with additional processing steps (cropping raster data by buffer of 30 km from Catalonia border and compression to Cloud Optimised Geotiff, LZW)\"\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:Record\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:ows\": \"http://www.opengis.net/ows\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"dc:identifier\": \"1790de06-d90e-4824-a3b2-f4d6105db1ea\",\n",
      "        \"dc:date\": \"2024-08-29T10:38:52.954Z\",\n",
      "        \"dc:title\": \"Sensor.Commnunity Air Quality Data\",\n",
      "        \"dc:subject\": [\n",
      "            \"PM1\",\n",
      "            \"PM2.5\",\n",
      "            \"PM10\",\n",
      "            \"environment\",\n",
      "            \"climatologyMeteorologyAtmosphere\"\n",
      "        ],\n",
      "        \"dc:format\": [\n",
      "            \"CSV\",\n",
      "            \"CSV\"\n",
      "        ],\n",
      "        \"dct:abstract\": \"Sensor.Community is an open source citizen science project collecting various types of environment information.\\n\\nUseful links\\nMain landing page: https://sensor.community/\\nUser community forum: https://forum.sensor.community/ \\nSensor.Community Data License: https://opendatacommons.org/licenses/dbcl/1-0/\\nOfficial API documentation: https://github.com/opendata-stuttgart/meta/wiki/EN-APIs\\nUnofficial documentation: https://api-sensor-community.bessarabov.com/ \\n\\n\\nMeasurement Types\\nMeteorological data:\\nAir temperature (in \\u00b0C), \\nAir pressure (in Pa),\\nRelative humidity (in %), \\nAir quality data: \\nParticulate matter:  PM1, PM2.5, PM10 (in \\u00b5g/m3), \\nnitrogen oxides: NO, NO2 (tbd),\\nNoise measurements.\\n\\n\\n\\nData Sources:\\nDaily CSV files broken down by sensor can be downloaded from https://archive.sensor.community.\\nMonthly bundled csv files are also available from https://archive.sensor.community/csv_per_month/\\nGrafana API - InfluxDB, query real-time data:\\nhttps://api-rrd.madavi.de:3000/grafana/api/datasources/proxy/uid/hoUeJn4Gz/query \\nLocation data stored as 9-character precision geohash\",\n",
      "        \"dc:description\": \"Sensor.Community is an open source citizen science project collecting various types of environment information.\\n\\nUseful links\\nMain landing page: https://sensor.community/\\nUser community forum: https://forum.sensor.community/ \\nSensor.Community Data License: https://opendatacommons.org/licenses/dbcl/1-0/\\nOfficial API documentation: https://github.com/opendata-stuttgart/meta/wiki/EN-APIs\\nUnofficial documentation: https://api-sensor-community.bessarabov.com/ \\n\\n\\nMeasurement Types\\nMeteorological data:\\nAir temperature (in \\u00b0C), \\nAir pressure (in Pa),\\nRelative humidity (in %), \\nAir quality data: \\nParticulate matter:  PM1, PM2.5, PM10 (in \\u00b5g/m3), \\nnitrogen oxides: NO, NO2 (tbd),\\nNoise measurements.\\n\\n\\n\\nData Sources:\\nDaily CSV files broken down by sensor can be downloaded from https://archive.sensor.community.\\nMonthly bundled csv files are also available from https://archive.sensor.community/csv_per_month/\\nGrafana API - InfluxDB, query real-time data:\\nhttps://api-rrd.madavi.de:3000/grafana/api/datasources/proxy/uid/hoUeJn4Gz/query \\nLocation data stored as 9-character precision geohash\",\n",
      "        \"dc:language\": \"eng\",\n",
      "        \"dc:source\": null,\n",
      "        \"ows:BoundingBox\": {\n",
      "            \"@crs\": \"urn:ogc:def:crs:::https://www.opengis.net/def/crs/EPSG/0/4326\",\n",
      "            \"ows:LowerCorner\": \"180.00 -90.00\",\n",
      "            \"ows:UpperCorner\": \"-180.00 90.00\"\n",
      "        },\n",
      "        \"dc:URI\": [\n",
      "            {\n",
      "                \"@protocol\": \"WWW:LINK-1.0-http--link\",\n",
      "                \"@name\": \"Homepage\",\n",
      "                \"@description\": \"The home page of the Sensor.Community Project\",\n",
      "                \"#text\": \"https://sensor.community/en/\"\n",
      "            },\n",
      "            {\n",
      "                \"@protocol\": \"image/png\",\n",
      "                \"#text\": \"https://catalogue.grumets.cat/geonetwork/ad4gd/api/records/1790de06-d90e-4824-a3b2-f4d6105db1ea/attachments/Screenshot%202023-10-26%20at%2010.21.23.png\"\n",
      "            }\n",
      "        ]\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"a110782b-b213-4922-988a-8778a66f8d9d\",\n",
      "        \"dc:title\": \"Land Use Land Cover Map of Catalonia\",\n",
      "        \"dc:type\": \"dataset\",\n",
      "        \"dc:subject\": [\n",
      "            \"Land Use\",\n",
      "            \"land cover\",\n",
      "            \"Remote Sensing\",\n",
      "            \"cartography (maps)\",\n",
      "            \"Catalunya\",\n",
      "            \"farming\",\n",
      "            \"biota\",\n",
      "            \"imageryBaseMapsEarthCover\",\n",
      "            \"inlandWaters\"\n",
      "        ],\n",
      "        \"dct:modified\": [\n",
      "            \"2023-05-15\",\n",
      "            null\n",
      "        ],\n",
      "        \"dct:abstract\": \"The Land Use Land Cover Map of Catalonia is obtained through automatic classification of Landsat and Sentinel-2 images with a spatial resolution of 30 m and 10 m, with auxiliary information provided by the Generalitat de Catalunya. A specific methodology has been applied to improve the temporal consistency of the entire MUCSC series.\"\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"ee6a3c20-ae6a-422e-88d9-6bed9fcdb77b\",\n",
      "        \"dc:title\": \"Gro\\u00df Glienicker See- water level and water temperature\",\n",
      "        \"dc:subject\": [\n",
      "            \"water level\",\n",
      "            \"watertemperature\",\n",
      "            \"environment\",\n",
      "            \"inlandWaters\"\n",
      "        ],\n",
      "        \"dc:format\": null,\n",
      "        \"dct:abstract\": \"The Berlin water portal provides information on current and historical measured values from the Berlin state monitoring networks for surface water (rivers and lakes), soil water and groundwater (aquifers).\\n\\nUseful links:\\nMain landing page:https://wasserportal.berlin.de/start.php\\n\\nMeasured values:\\nWater Temperature (\\u00b0C)\\nWater level (cm)\"\n",
      "    }\n",
      "}\n",
      "\n",
      "{\n",
      "    \"csw:SummaryRecord\": {\n",
      "        \"@xmlns:dc\": \"http://purl.org/dc/elements/1.1/\",\n",
      "        \"@xmlns:geonet\": \"http://www.fao.org/geonetwork\",\n",
      "        \"@xmlns:dct\": \"http://purl.org/dc/terms/\",\n",
      "        \"@xmlns:csw\": \"http://www.opengis.net/cat/csw/2.0.2\",\n",
      "        \"@xmlns:xsi\": \"http://www.w3.org/2001/XMLSchema-instance\",\n",
      "        \"dc:identifier\": \"95b81008-d73d-4082-9572-0c471b6f5ced\",\n",
      "        \"dc:title\": \"Interaction Flow (IF) index\",\n",
      "        \"dc:type\": \"dataset\",\n",
      "        \"dc:subject\": [\n",
      "            \"Connectivity\",\n",
      "            \"Terrestrial habitat connectivity\",\n",
      "            \"terrestrial habitat connectivity\",\n",
      "            \"connectivity\",\n",
      "            \"Remote Sensing\",\n",
      "            \"cartography (maps)\",\n",
      "            \"Catalunya\",\n",
      "            \"environment\",\n",
      "            \"biota\"\n",
      "        ],\n",
      "        \"dct:modified\": \"2024-01-05\",\n",
      "        \"dct:abstract\": \"Connectivity of habitats of rare and endangered species in Catalonia obtained through land-use/land-cover maps (LULC) processing via Graphab open-access software and based on MUCSC data for Catalonia and expert-defined values of habitat suitability (maximum distance for indefinite species to migrate - 600 meters from forest habitat patches).\"\n",
      "    }\n",
      "}\n",
      "\n"
     ]
    }
   ],
   "source": [
    "import json\n",
    "\n",
    "for title, record in records.items():\n",
    "    print(json.dumps(xmltodict.parse(record.xml), indent=4))\n",
    "    print()"
   ]
  }
 ],
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