Examples on using pydggapi endpoints

This notebook illustrates some sample uses of the OGC DGGS-API endpoint. The API endpoints can be categorised into three categories.

DGGS API endpoints:

The queries below work on all datasets defined in the dggs_api_config.json file. The API only returns results if the zones of the query exist in any of the collections. The API endpoints are organised by conformance class.

  • Core conformance class

    • (/) : landing page

    • (/dggs) : query supported dggrs

    • (/dggs/<dggrs_id>) : query dggrs definition

    • (/dggs/<dggrs_id>/zones/<zone_id>) : query zone info

  • Zone Query conformance class

    • (/dggs/<dggrs_id>/zones) : listing zones of a specific bounding box.

  • Zone Data Retrieval conformance class

    • (/dggs/<dggrs_id>/zones/<zone_id>/data) : get data for a specific zone

Collection DGGRS API endpoints:

Apart from query zones for all datasets, the above queries can be used for a specific collection:

  • (/collections): list all collections that are published

  • (/collections/<collection_id>): list the meta data of the specific collection

  • (/collections/<collection_id>/queryables): list the attributes of the specific collection

  • (/collections/<collection_id>/dggs/...): Only query on the specific collection with the DGGS API endpoints from above.

Tiles API for collection: The API supports returning collection data in vector tile format. This enables applications such as QGIS to visualise the data as a layer easily.

  • (/tiles-api/<collection_id>.json) : It returns the tiles json of the collection

  • (/tiles-api/<collection_id>/{z}/{x}/{y}): The tiles source url

Setup

All api endpoints work with HTTP GET requests. In this example, we primarily use the requests library to perform HTTP queries.

The API returns JSON by default; it also supports returning various data types, which we will demonstrate in the upcoming section.

1import requests
2# to display the return json
3import json
4from IPython.display import display, JSON, GeoJSON
5
6# define the api root url
7api_root = "http://127.0.0.1:8000"
8dggs_api_root=f"{api_root}/dggs-api"

DGGS API endpoints

DGGS API Core conformance class

landing page (<dggs_api_root>/)

The landing page provides links to the API definition.

1# send the query, and parse the return to json
2query_return = requests.get(dggs_api_root).json()
3# display it nicely with IPython display module
4JSON(query_return)
  • "root":
    {
    • "description": "OGC DGGS API",
    • "links":
      [
      • {
        • "href": "http://127.0.0.1:8000/dggs-api/",
        • "rel": "self",
        • "title": "Landing Page",
        • "type": "application/json"
        },
      • {
        • "href": "http://127.0.0.1:8000/openapi.json",
        • "rel": "service-desc",
        • "title": "OpenAPI specification",
        • "type": "application/vnd.oai.openapi+json; version=3.1"
        },
      • {
        • "href": "http://127.0.0.1:8000/docs",
        • "rel": "service-doc",
        • "title": "OpenAPI swagger interface",
        • "type": "text/html"
        },
      • {
        • "href": "https://docs.ogc.org/DRAFTS/21-038.html",
        • "rel": "describedby",
        • "title": "API Documentation",
        • "type": "text/html"
        },
      • {
        • "href": "http://127.0.0.1:8000/dggs-api/conformance",
        • "rel": "http://www.opengis.net/def/rel/ogc/1.0/conformance",
        • "title": "Conformance classes implemented by this API.",
        • "type": "application/json"
        },
      • {
        • "href": "http://127.0.0.1:8000/dggs-api/dggs",
        • "rel": "[ogc-rel:dggrs-list]",
        • "title": "List of DGGS implemented by this API.",
        • "type": "application/json"
        }
      ],
    • "title": "University of Tartu, OGC DGGS API v1-pre",
    • "version": "0.1.5"
    }

Query supported dggrs (<dggs_api_root>/dggs)

This query lists all DGGRs supported by the API instance in the list dggrs.

1query_return = requests.get(dggs_api_root+'/dggs').json()
2JSON(query_return)
  • "root":
    {
    • "dggrs":
      [
      • {
        • "id": "igeo7",
        • "links":
          [
          • {
            • "href": "http://127.0.0.1:8000/dggs-api/dggs/igeo7",
            • "hreflang": null,
            • "length": null,
            • "rel": "self",
            • "title": "DGGRS description link",
            • "type": null
            },
          • {
            • "href": "https://agile-giss.copernicus.org/articles/6/32/2025/",
            • "hreflang": null,
            • "length": null,
            • "rel": "[ogc-rel:dggrs-definition]",
            • "title": "DGGRS definition",
            • "type": null
            }
          ],
        • "title": "IGEO7 DGGRS with z7string",
        • "uri": null
        },
      • {
        • "id": "h3",
        • "links":
          [
          • {
            • "href": "http://127.0.0.1:8000/dggs-api/dggs/h3",
            • "hreflang": null,
            • "length": null,
            • "rel": "self",
            • "title": "DGGRS description link",
            • "type": null
            },
          • {
            • "href": "https://h3geo.org/",
            • "hreflang": null,
            • "length": null,
            • "rel": "[ogc-rel:dggrs-definition]",
            • "title": "DGGRS definition",
            • "type": null
            }
          ],
        • "title": "H3 indexes points and shapes into a hexagonal grid.",
        • "uri": null
        },
      • {
        • "id": "rhealpix",
        • "links":
          [
          • {
            • "href": "http://127.0.0.1:8000/dggs-api/dggs/rhealpix",
            • "hreflang": null,
            • "length": null,
            • "rel": "self",
            • "title": "DGGRS description link",
            • "type": null
            },
          • {
            • "href": "https://www.opengis.net/def/dggrs/OGC/1.0/rHEALPix",
            • "hreflang": null,
            • "length": null,
            • "rel": "[ogc-rel:dggrs-definition]",
            • "title": "DGGRS definition",
            • "type": null
            }
          ],
        • "title": "rHEALPix using dggal",
        • "uri": null
        },
      • {
        • "id": "ivea7h",
        • "links":
          [
          • {
            • "href": "http://127.0.0.1:8000/dggs-api/dggs/ivea7h",
            • "hreflang": null,
            • "length": null,
            • "rel": "self",
            • "title": "DGGRS description link",
            • "type": null
            },
          • {
            • "href": "https://docs.ogc.org/is/21-038r1/21-038r1.html#ivea7h-dggrs",
            • "hreflang": null,
            • "length": null,
            • "rel": "[ogc-rel:dggrs-definition]",
            • "title": "DGGRS definition",
            • "type": null
            }
          ],
        • "title": "IVEA7H using dggal",
        • "uri": null
        }
      ],
    • "links":
      [
      • {
        • "href": "http://127.0.0.1:8000/dggs-api/dggs",
        • "hreflang": null,
        • "length": null,
        • "rel": "self",
        • "title": "Current page",
        • "type": null
        },
      • {
        • "href": "http://127.0.0.1:8000/dggs-api/dggs",
        • "hreflang": null,
        • "length": null,
        • "rel": "[ogc-rel:dggrs-list]",
        • "title": "DGGS API landing page",
        • "type": null
        }
      ]
    }

Query dggrs definition (<dggs_api_root>/dggs/<dggrs_id>)

This query returns the definition and details of the dggrs

1query_return = requests.get(dggs_api_root+'/dggs/igeo7').json()
2display(JSON(query_return))
  • "root":
    {
    • "crs": "wgs84",
    • "defaultDepth": 1,
    • "description": "IGEO7, a novel pure aperture 7 hexagonal DGGS, and Z7, its associated hierarchical integer indexing system",
    • "id": "igeo7",
    • "keywords": null,
    • "linkTemplates":
      [
      • {
        • "hreflang": null,
        • "length": null,
        • "rel": "[ogc-rel:dggrs-zone-data]",
        • "title": "Dggrs zone-query link",
        • "type": null,
        • "uriTemplate": "http://127.0.0.1:8000/dggs-api/dggs/igeo7/zones/{zoneId}/data",
        • "varBase": null
        }
      ],
    • "links":
      [
      • {
        • "href": "http://127.0.0.1:8000/dggs-api/dggs/igeo7",
        • "hreflang": null,
        • "length": null,
        • "rel": "self",
        • "title": "DGGRS description link",
        • "type": null
        },
      • {
        • "href": "https://agile-giss.copernicus.org/articles/6/32/2025/",
        • "hreflang": null,
        • "length": null,
        • "rel": "[ogc-rel:dggrs-definition]",
        • "title": "DGGRS definition",
        • "type": null
        },
      • {
        • "href": "http://127.0.0.1:8000/dggs-api/dggs/igeo7/zones",
        • "hreflang": null,
        • "length": null,
        • "rel": "[ogc-rel:dggrs-zone-query]",
        • "title": "Dggrs zone-query link",
        • "type": null
        }
      ],
    • "maxRefinementLevel": 9,
    • "maxRelativeDepth": null,
    • "title": "IGEO7 DGGRS with z7string",
    • "uri": null
    }

Query zone info (<dggs_api_root>/dggs/<dggrs_id>/zones/<zone_id>)

This query returns the zone’s properties (zone’s centroid, zone’s geometry and area etc.)

1query_return = requests.get(dggs_api_root+'/dggs/igeo7/zones/0001022010').json()
2JSON(query_return)
  • "root":
    {
    • "areaMetersSquare": 8847931.1,
    • "bbox":
      [
      • 27.02890337487201,
      • 58.08751236679606,
      • 27.08031606884081,
      • 58.12433105352331
      ],
    • "centroid":
      {
      • "coordinates":
        [
        • 27.054615907577755,
        • 58.10592266258455
        ],
      • "type": "Point"
      },
    • "crs": "wgs84",
    • "geometry":
      {
      • "coordinates":
        [
        • [
          • [
            • 27.051648598071193,
            • 58.12433105352331
            ],
          • [
            • 27.02890337487201,
            • 58.11404613541057
            ],
          • [
            • 27.03188517452523,
            • 58.095636388669476
            ],
          • [
            • 27.057582175925745,
            • 58.08751236679606
            ],
          • [
            • 27.08031606884081,
            • 58.097794431660816
            ],
          • [
            • 27.077364294296444,
            • 58.11620336732916
            ],
          • [
            • 27.051648598071193,
            • 58.12433105352331
            ]
          ]
        ],
      • "type": "Polygon"
      },
    • "id": "0001022010",
    • "level": 8,
    • "links":
      [
      • {
        • "href": "http://127.0.0.1:8000/dggs-api/dggs/igeo7/zones/0001022010/data",
        • "hreflang": null,
        • "length": null,
        • "rel": "[ogc-rel:dggrs-zone-data]",
        • "title": "Link to data-retrieval for the zoneId)",
        • "type": null
        },
      • {
        • "href": "http://127.0.0.1:8000/dggs-api/dggs",
        • "hreflang": null,
        • "length": null,
        • "rel": "[ogc-rel:dggrs]",
        • "title": "Link back to /dggs (get list of supported dggs)",
        • "type": null
        }
      ],
    • "shapeType": "hexagon",
    • "temporalDurationSeconds": null,
    • "temporalInterval": null,
    • "volumeMetersCube": null
    }

DGGS API Zone Query conformance class

Zone Query (<dggs_api_root>/dggs/<dggrs_id>/zones)

This query accepts the following query parameters:

  • bbox

    • Bounding box of the query. The bounding box is provided as four coordinates, in the order of minx,miny,maxx and maxy

  • zone-level

    • For specifying a level at which to return a list of DGGRS zones using a zone_level query parameter.

  • compact-zone

    • For specifying whether to retrieve a list of DGGRS zones using a compact_zones query parameter.

  • parent-zone

    • For specifying a parent zone within which to restrict zone listing using a parent_zone query parameter.

  • geometry

    • Specify the return geometry (zone-centroid or zone-region), defaults to zone-region

  • filter

    • A CQL2 filter string

  • datetime

    • Specify the datetime interval

Users can specify the return type in the HTTP header or using the format query string. The zone query supports the following return types, defualts to json:

  • ?f=json or set application/json in the http header

  • ?f=geojson or application/geo+json in the http header

bbox: Return a list of zones that is contains in the specified bounding box at refinement level 6
1# To query the zones list of a bounding box at refinement level 6 with compact zone set to off 
2bbox = "25.329803558251513,57.99111013411327,27.131561370751513,58.634545591972696"
3zone_level=6
4compact_zone=False
5# send the query 
6query_return = requests.get(dggs_api_root+'/dggs/igeo7/zones', params={'bbox': bbox, 'zone-level': zone_level,
7                                                                  'compact-zone': compact_zone}) 
8query_return = query_return.json()
9JSON(query_return)
  • "root":
    {
    • "returnedAreaMetersSquare": 12139361497.199993,
    • "zones":
      [
      • "00010200",
      • "00010202",
      • "00010203",
      • "00010206",
      • "00010220",
      • "00010221",
      • "00010222",
      • "00010223",
      • "00010224",
      • "00010225",
      • "00010226",
      • "00010260",
      • "00010261",
      • "00010262",
      • "00010263",
      • "00010264",
      • "00010265",
      • "00010266",
      • "00012454",
      • "00012455",
      • "00016112",
      • "00016113",
      • "00016130",
      • "00016131",
      • "00016132",
      • "00016133",
      • "00016134",
      • "00016135"
      ]
    }
parent-zone: Return a list of zones at refinement level 6 with a parnet zone at refinement level 5
1# To query the zones list at refinement level 6 using a parent zone at refinement level 5  with compact zone set to off 
2# define the parent zone at refinement level 5
3parent_zone='0001613'
4zone_level=6
5query_return = requests.get(dggs_api_root+'/dggs/igeo7/zones', params={'parent-zone': parent_zone, 'zone-level': zone_level,
6                                                                  'compact-zone': False}) 
7query_return = query_return.json()
8JSON(query_return)
  • "root":
    {
    • "returnedAreaMetersSquare": 5636132123.699999,
    • "zones":
      [
      • "00010266",
      • "00012445",
      • "00012454",
      • "00016103",
      • "00016112",
      • "00016121",
      • "00016130",
      • "00016131",
      • "00016132",
      • "00016133",
      • "00016134",
      • "00016135",
      • "00016136"
      ]
    }
&f=geojson: Change the return type to geojson
1parent_zone='0001026' 
2query_return = requests.get(dggs_api_root+'/dggs/igeo7/zones', params={'parent-zone': parent_zone, 'zone-level': zone_level,
3                                                                  'compact-zone': False, 'f': 'geojson'}) 
4query_return = query_return.json()
5JSON(query_return)
  • "root":
    {
    • "features":
      [
      • {
        • "geometry":
          {
          • "coordinates":
            [
            • [
              • [
                • 26.23781269662142,
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                ]
              ]
            ],
          • "type": "Polygon"
          },
        • "id": 0,
        • "properties":
          {
          • "zoneId": "00012455"
          },
        • "type": "Feature"
        },
      • {
        • "geometry":
          {
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            ],
          • "type": "Polygon"
          },
        • "id": 1,
        • "properties":
          {
          • "zoneId": "00010263"
          },
        • "type": "Feature"
        },
      • {
        • "geometry":
          {
          • "coordinates":
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          • "type": "Polygon"
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        • "id": 2,
        • "properties":
          {
          • "zoneId": "00010224"
          },
        • "type": "Feature"
        },
      • {
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          {
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              • [
                • 25.95496203870365,
                • 58.73936865643156
                ]
              ]
            ],
          • "type": "Polygon"
          },
        • "id": 7,
        • "properties":
          {
          • "zoneId": "00010264"
          },
        • "type": "Feature"
        },
      • {
        • "geometry":
          {
          • "coordinates":
            [
            • [
              • [
                • 26.0905555192277,
                • 58.940638818502414
                ],
              • [
                • 25.929479727766783,
                • 58.86779459953544
                ],
              • [
                • 25.95496203870365,
                • 58.73936865643156
                ],
              • [
                • 26.14001320832379,
                • 58.68380549561695
                ],
              • [
                • 26.300564733953856,
                • 58.7564913567503
                ],
              • [
                • 26.27659089876554,
                • 58.884897276813994
                ],
              • [
                • 26.0905555192277,
                • 58.940638818502414
                ]
              ]
            ],
          • "type": "Polygon"
          },
        • "id": 8,
        • "properties":
          {
          • "zoneId": "00010242"
          },
        • "type": "Feature"
        },
      • {
        • "geometry":
          {
          • "coordinates":
            [
            • [
              • [
                • 25.609975247899254,
                • 58.72131690318342
                ],
              • [
                • 25.451548803317223,
                • 58.64768561609224
                ],
              • [
                • 25.479127411193463,
                • 58.519099981320785
                ],
              • [
                • 25.663633912066175,
                • 58.46416085069033
                ],
              • [
                • 25.82154651083246,
                • 58.53763917105429
                ],
              • [
                • 25.79546813693622,
                • 58.66620811393288
                ],
              • [
                • 25.609975247899254,
                • 58.72131690318342
                ]
              ]
            ],
          • "type": "Polygon"
          },
        • "id": 9,
        • "properties":
          {
          • "zoneId": "00016113"
          },
        • "type": "Feature"
        },
      • {
        • "geometry":
          {
          • "coordinates":
            [
            • [
              • [
                • 25.690315769814642,
                • 58.335442981031086
                ],
              • [
                • 25.533984759106065,
                • 58.26164530793295
                ],
              • [
                • 25.561278514481398,
                • 58.132772397509605
                ],
              • [
                • 25.743421570771517,
                • 58.07771788773436
                ],
              • [
                • 25.89923105530989,
                • 58.15137271373718
                ],
              • [
                • 25.873420664904234,
                • 58.28022340158156
                ],
              • [
                • 25.690315769814642,
                • 58.335442981031086
                ]
              ]
            ],
          • "type": "Polygon"
          },
        • "id": 10,
        • "properties":
          {
          • "zoneId": "00016131"
          },
        • "type": "Feature"
        },
      • {
        • "geometry":
          {
          • "coordinates":
            [
            • [
              • [
                • 25.82154651083246,
                • 58.53763917105429
                ],
              • [
                • 25.663633912066175,
                • 58.46416085069033
                ],
              • [
                • 25.690315769814642,
                • 58.335442981031086
                ],
              • [
                • 25.873420664904234,
                • 58.28022340158156
                ],
              • [
                • 26.030811496680204,
                • 58.35355360086095
                ],
              • [
                • 26.005620816191882,
                • 58.48225001868027
                ],
              • [
                • 25.82154651083246,
                • 58.53763917105429
                ]
              ]
            ],
          • "type": "Polygon"
          },
        • "id": 11,
        • "properties":
          {
          • "zoneId": "00010266"
          },
        • "type": "Feature"
        },
      • {
        • "geometry":
          {
          • "coordinates":
            [
            • [
              • [
                • 26.030811496680204,
                • 58.35355360086095
                ],
              • [
                • 25.873420664904234,
                • 58.28022340158156
                ],
              • [
                • 25.89923105530989,
                • 58.15137271373718
                ],
              • [
                • 26.08095146144033,
                • 58.095876928134764
                ],
              • [
                • 26.23781269662142,
                • 58.16906390541945
                ],
              • [
                • 26.21348467538352,
                • 58.297888400604926
                ],
              • [
                • 26.030811496680204,
                • 58.35355360086095
                ]
              ]
            ],
          • "type": "Polygon"
          },
        • "id": 12,
        • "properties":
          {
          • "zoneId": "00010262"
          },
        • "type": "Feature"
        }
      ],
    • "type": "FeatureCollection"
    }
geometry: Change the return type to geojson and return zone centroid instead of zone region
1parent_zone='0001026' 
2compact_zone=False
3geometry = 'zone-centroid'
4query_return = requests.get(dggs_api_root+'/dggs/igeo7/zones', params={'parent-zone': parent_zone, 'zone-level': zone_level,
5                                                                  'compact-zone': compact_zone,'geometry': geometry,
6                                                                  'f': 'geojson'}) 
7query_return = query_return.json()
8JSON(query_return)
  • "root":
    {
    • "features":
      [
      • {
        • "geometry":
          {
          • "coordinates":
            [
            • 26.262071439025963,
            • 58.040143394791855
            ],
          • "type": "Point"
          },
        • "id": 0,
        • "properties":
          {
          • "zoneId": "00012455"
          },
        • "type": "Feature"
        },
      • {
        • "geometry":
          {
          • "coordinates":
            [
            • 26.39554889225728,
            • 58.24198408505887
            ],
          • "type": "Point"
          },
        • "id": 1,
        • "properties":
          {
          • "zoneId": "00010263"
          },
        • "type": "Feature"
        },
      • {
        • "geometry":
          {
          • "coordinates":
            [
            • 26.735779599599233,
            • 58.25828806558629
            ],
          • "type": "Point"
          },
        • "id": 2,
        • "properties":
          {
          • "zoneId": "00010224"
          },
        • "type": "Feature"
        },
      • {
        • "geometry":
          {
          • "coordinates":
            [
            • 26.531240699614344,
            • 58.44333858289153
            ],
          • "type": "Point"
          },
        • "id": 3,
        • "properties":
          {
          • "zoneId": "00010261"
          },
        • "type": "Feature"
        },
      • {
        • "geometry":
          {
          • "coordinates":
            [
            • 26.669138684066223,
            • 58.644214656016615
            ],
          • "type": "Point"
          },
        • "id": 4,
        • "properties":
          {
          • "zoneId": "00010206"
          },
        • "type": "Feature"
        },
      • {
        • "geometry":
          {
          • "coordinates":
            [
            • 26.32444054589541,
            • 58.627998933635546
            ],
          • "type": "Point"
          },
        • "id": 5,
        • "properties":
          {
          • "zoneId": "00010265"
          },
        • "type": "Feature"
        },
      • {
        • "geometry":
          {
          • "coordinates":
            [
            • 26.189080166346685,
            • 58.4266188734228
            ],
          • "type": "Point"
          },
        • "id": 6,
        • "properties":
          {
          • "zoneId": "00010260"
          },
        • "type": "Feature"
        },
      • {
        • "geometry":
          {
          • "coordinates":
            [
            • 25.98034004266221,
            • 58.61085440946588
            ],
          • "type": "Point"
          },
        • "id": 7,
        • "properties":
          {
          • "zoneId": "00010264"
          },
        • "type": "Feature"
        },
      • {
        • "geometry":
          {
          • "coordinates":
            [
            • 26.115336685901646,
            • 58.812265406050834
            ],
          • "type": "Point"
          },
        • "id": 8,
        • "properties":
          {
          • "zoneId": "00010242"
          },
        • "type": "Feature"
        },
      • {
        • "geometry":
          {
          • "coordinates":
            [
            • 25.636856184632236,
            • 58.59278486194051
            ],
          • "type": "Point"
          },
        • "id": 9,
        • "properties":
          {
          • "zoneId": "00016113"
          },
        • "type": "Feature"
        },
      • {
        • "geometry":
          {
          • "coordinates":
            [
            • 25.847528263187638,
            • 58.40897823628295
            ],
          • "type": "Point"
          },
        • "id": 10,
        • "properties":
          {
          • "zoneId": "00010266"
          },
        • "type": "Feature"
        },
      • {
        • "geometry":
          {
          • "coordinates":
            [
            • 26.055919287192776,
            • 58.22476322840298
            ],
          • "type": "Point"
          },
        • "id": 11,
        • "properties":
          {
          • "zoneId": "00010262"
          },
        • "type": "Feature"
        },
      • {
        • "geometry":
          {
          • "coordinates":
            [
            • 25.71690916368979,
            • 58.20662931976753
            ],
          • "type": "Point"
          },
        • "id": 12,
        • "properties":
          {
          • "zoneId": "00016131"
          },
        • "type": "Feature"
        }
      ],
    • "type": "FeatureCollection"
    }
filter: Using CQL2 string to filter records for all collections

Common Query language (CQL)

CQL Expression

Before applying the CQL2 filter feature, users need to know which attributes are available for filtering.

Users can use the collections/<collection_id>/querables to find out those attributes. Find out more details of the collection api here

1collection_id='suitability_hytruck_parquet_local' 
2query_return = requests.get(dggs_api_root+f'/collections/{collection_id}/queryables')
3query_return = query_return.json()
4JSON(query_return)
  • "root":
    {
    • "$id": "http://127.0.0.1:8000/dggs-api/collections/suitability_hytruck_parquet_local/queryables",
    • "$schema": "https://json-schema.org/draft/2020-12/schema",
    • "properties":
      {
      • "suitability_hytruck_parquet_local.ahp_suitability_value":
        {
        • "format": "float64",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.binary_natura2000_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.binary_seashore_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.binary_serviceareas_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.cell_ids":
        {
        • "type": "string"
        },
      • "suitability_hytruck_parquet_local.modelled_corridor_points_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_fuel_stations_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_gas_pipelines_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_hydrogen_pipelines_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_industrial_areas_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_powerlines_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_powerplants_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_residential_areas_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_rest_areas_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_riverlines_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_seashore_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_slope_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_solar_wind_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_transport_nodes_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_urban_nodes_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_water_bodies_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.partnerCountries_extent_encoded_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.survey_suitability_value":
        {
        • "format": "float64",
        • "type": "number"
        }
      },
    • "type": "object"
    }

From the list of properties, users can find the attribute name in the form of <collection_id>.<attribute_name>. When using the CQL2 filter, only the attribute name is needed. In this case, the filter works on multiple collections if those collections share the same attribute name.

1bbox = "25.329803558251513,57.99111013411327,27.131561370751513,58.634545591972696"
2zone_level=7
3compact_zone=False
4# looking for zones that the attribute modelled_slope_band_1 >=6
5cql_filter = "modelled_slope_band_1 >= 6"
6query_return = requests.get(dggs_api_root+'/dggs/igeo7/zones', params={'bbox': bbox, 'zone-level': zone_level,
7                                                                  'compact-zone': compact_zone, 'filter': cql_filter}) 
8query_return = query_return.json()
9JSON(query_return)
  • "root":
    {
    • "returnedAreaMetersSquare": 9166456634.400011,
    • "zones":
      [
      • "000102000",
      • "000102002",
      • "000102003",
      • "000102006",
      • "000102020",
      • "000102021",
      • "000102022",
      • "000102023",
      • "000102024",
      • "000102025",
      • "000102026",
      • "000102032",
      • "000102034",
      • "000102036",
      • "000102060",
      • "000102061",
      • "000102062",
      • "000102063",
      • "000102066",
      • "000102200",
      • "000102201",
      • "000102202",
      • "000102203",
      • "000102204",
      • "000102205",
      • "000102206",
      • "000102214",
      • "000102216",
      • "000102225",
      • "000102235",
      • "000102240",
      • "000102241",
      • "000102242",
      • "000102243",
      • "000102244",
      • "000102245",
      • "000102246",
      • "000102250",
      • "000102251",
      • "000102252",
      • "000102253",
      • "000102254",
      • "000102255",
      • "000102256",
      • "000102260",
      • "000102261",
      • "000102262",
      • "000102263",
      • "000102264",
      • "000102265",
      • "000102266",
      • "000102600",
      • "000102601",
      • "000102602",
      • "000102603",
      • "000102605",
      • "000102610",
      • "000102611",
      • "000102612",
      • "000102613",
      • "000102614",
      • "000102615",
      • "000102616",
      • "000102620",
      • "000102621",
      • "000102622",
      • "000102623",
      • "000102624",
      • "000102626",
      • "000102630",
      • "000102631",
      • "000102632",
      • "000102633",
      • "000102634",
      • "000102635",
      • "000102636",
      • "000102640",
      • "000102641",
      • "000102643",
      • "000102644",
      • "000102646",
      • "000102650",
      • "000102651",
      • "000102652",
      • "000102653",
      • "000102654",
      • "000102656",
      • "000102660",
      • "000102662",
      • "000102664",
      • "000102665",
      • "000102666",
      • "000124540",
      • "000124541",
      • "000124543",
      • "000124544",
      • "000124545",
      • "000124546",
      • "000124550",
      • "000124551",
      • "000124552",
      • "000124553",
      • "000124554",
      • "000124555",
      • "000124556",
      • "000161120",
      • "000161121",
      • "000161122",
      • "000161123",
      • "000161125",
      • "000161130",
      • "000161131",
      • "000161132",
      • "000161133",
      • "000161134",
      • "000161135",
      • "000161136",
      • "000161300",
      • "000161301",
      • "000161302",
      • "000161303",
      • "000161304",
      • "000161305",
      • "000161306",
      • "000161310",
      • "000161311",
      • "000161312",
      • "000161313",
      • "000161314",
      • "000161315",
      • "000161316",
      • "000161321",
      • "000161325",
      • "000161330",
      • "000161331",
      • "000161333",
      • "000161334",
      • "000161335",
      • "000161336",
      • "000161341",
      • "000161343",
      • "000161350",
      • "000161351",
      • "000161352",
      • "000161353",
      • "000161354",
      • "000161355",
      • "000161356"
      ]
    }
1bbox = "25.329803558251513,57.99111013411327,27.131561370751513,58.634545591972696"
2zone_level=7
3compact_zone=False
4# demonstrate the filter by changing the value to >=10
5cql_filter = "modelled_slope_band_1 >= 10"
6query_return = requests.get(dggs_api_root+'/dggs/igeo7/zones', params={'bbox': bbox, 'zone-level': zone_level,
7                                                                  'compact-zone': compact_zone, 'filter': cql_filter}) 
8query_return = query_return.json()
9JSON(query_return)
  • "root":
    {
    • "returnedAreaMetersSquare": 4149679692.600005,
    • "zones":
      [
      • "000102000",
      • "000102003",
      • "000102006",
      • "000102020",
      • "000102021",
      • "000102024",
      • "000102025",
      • "000102026",
      • "000102034",
      • "000102036",
      • "000102063",
      • "000102066",
      • "000102200",
      • "000102201",
      • "000102205",
      • "000102206",
      • "000102214",
      • "000102216",
      • "000102225",
      • "000102235",
      • "000102241",
      • "000102244",
      • "000102251",
      • "000102252",
      • "000102253",
      • "000102254",
      • "000102255",
      • "000102256",
      • "000102263",
      • "000102600",
      • "000102601",
      • "000102602",
      • "000102603",
      • "000102605",
      • "000102610",
      • "000102611",
      • "000102614",
      • "000102615",
      • "000102624",
      • "000102626",
      • "000102634",
      • "000102640",
      • "000102641",
      • "000102651",
      • "000102652",
      • "000102654",
      • "000102656",
      • "000102660",
      • "000102662",
      • "000102664",
      • "000124553",
      • "000124555",
      • "000124556",
      • "000161122",
      • "000161132",
      • "000161133",
      • "000161134",
      • "000161135",
      • "000161300",
      • "000161301",
      • "000161302",
      • "000161304",
      • "000161305",
      • "000161306",
      • "000161321",
      • "000161325",
      • "000161355"
      ]
    }

If no records are found in all collections, the API returns empty content (HTTP status code 204).

 1bbox = "25.329803558251513,57.99111013411327,27.131561370751513,58.634545591972696"
 2zone_level=7
 3compact_zone=False
 4# demonstrate the filter by changing the value to >=10
 5cql_filter = "modelled_slope_band_1 > 10"
 6query_return = requests.get(dggs_api_root+'/dggs/igeo7/zones', params={'bbox': bbox, 'zone-level': zone_level,
 7                                                                  'compact-zone': compact_zone, 'filter': cql_filter})
 8
 9if (query_return.status_code != 204):
10    query_return = query_return.json()
11    display(JSON(query_return))
12else:
13    print("empty return")
empty return
 1bbox = "25.329803558251513,57.99111013411327,27.131561370751513,58.634545591972696"
 2zone_level=7
 3compact_zone=False
 4# A more complex CQL expression
 5cql_filter = "(survey_suitability_value > 2 AND survey_suitability_value < 4) \
 6               AND modelled_slope_band_1 >=10"
 7query_return = requests.get(dggs_api_root+'/dggs/igeo7/zones', params={'bbox': bbox, 'zone-level': zone_level,
 8                                                                  'compact-zone': compact_zone, 'filter': cql_filter})
 9
10if (query_return.status_code != 204):
11    query_return = query_return.json()
12    display(JSON(query_return))
13else:
14    print("empty return")
  • "root":
    {
    • "returnedAreaMetersSquare": 2849033818.800001,
    • "zones":
      [
      • "000102000",
      • "000102003",
      • "000102006",
      • "000102025",
      • "000102034",
      • "000102036",
      • "000102200",
      • "000102201",
      • "000102205",
      • "000102206",
      • "000102214",
      • "000102216",
      • "000102225",
      • "000102235",
      • "000102241",
      • "000102251",
      • "000102252",
      • "000102254",
      • "000102255",
      • "000102256",
      • "000102263",
      • "000102600",
      • "000102601",
      • "000102602",
      • "000102624",
      • "000102626",
      • "000102640",
      • "000102641",
      • "000102651",
      • "000102652",
      • "000102654",
      • "000102656",
      • "000102660",
      • "000102662",
      • "000102664",
      • "000124553",
      • "000124555",
      • "000161133",
      • "000161134",
      • "000161135",
      • "000161302",
      • "000161304",
      • "000161305",
      • "000161306",
      • "000161321",
      • "000161325"
      ]
    }
datetime: filter collections with datetime interval

The format of the datetime follows the RFC 3339, section 5.6. Users can specify a specific date or an interval with the following syntax:

  • To query data on a specific date: datetime=<datetime>

  • To query data within an interval: datetime=<datetime>/<datetime>

  • To query data after the specified datetime datetime=<datetime>/..

  • To query data before the specified datetime datetime=../<datetime>

 1bbox = "-98.46911119,48.62133077,-95.99420856, 50.77510588"
 2zone_level=5
 3compact_zone=False
 4# Datetime in YYYY-MM-DD format
 5datetime = "2025-09-11/.."
 6query_return = requests.get(dggs_api_root+'/dggs/igeo7/zones', params={'bbox': bbox, 'zone-level': zone_level,
 7                                                                  'compact-zone': compact_zone, 'datetime': datetime})
 8
 9if (query_return.status_code != 204):
10    query_return = query_return.json()
11    display(JSON(query_return))
12else:
13    print("empty return")
  • "root":
    {
    • "returnedAreaMetersSquare": 30348403744.000008,
    • "zones":
      [
      • "0213606",
      • "0213624",
      • "0213625",
      • "0213660",
      • "0213661",
      • "0213662",
      • "0213663",
      • "0213664",
      • "0213665",
      • "0213666"
      ]
    }

DGGS API Zone data retrieval conformance class

Zone data retrieval (<dggs_api_root>/dggs/<dggrs_id>/zones/<zone_id>/data)

This query accepts the following query parameters:

  • zone-depth

    • For specifying a level at which to return a list of DGGRS zones using a zone_level query parameter.

  • geometry

    • Specify the return geometry (zone-centroid or zone-region), defaults to zone-region

  • filter

    • A CQL2 filter string

  • datetime

    • Specify the datetime interval

Users can specify the return type in the HTTP header or using the format query string. The zone query supports the following return types, defualts to json:

  • ?f=json or set application/json in the http header (default)

  • ?f=ubjson or application/ubjson in the http header

  • ?f=geojson or application/geo+json in the http header

  • ?f=zarr or application/zarr+zip in the http header

zone-depth: Return the data associated with the zone_id at the zone_id’s refinement level in DGGS-JSON format
1zone_id = '000102062'
2zone_depth = "0"
3query_return = requests.get(dggs_api_root+f'/dggs/igeo7/zones/{zone_id}/data', params={'zone-depth': zone_depth})
4
5if (query_return.status_code != 204):
6    query_return = query_return.json()
7    display(JSON(query_return))
8else:
9    print("empty return")
  • "root":
    {
    • "depths":
      [
      • 0
      ],
    • "dggrs": "https://agile-giss.copernicus.org/articles/6/32/2025/",
    • "dimensions": null,
    • "properties":
      {
      • "suitability_hytruck.modelled_corridor_points":
        {
        • "type": "UInt8"
        },
      • "suitability_hytruck.modelled_fuel_stations":
        {
        • "type": "UInt8"
        },
      • "suitability_hytruck.modelled_gas_pipelines":
        {
        • "type": "UInt8"
        },
      • "suitability_hytruck.modelled_hydrogen_pipelines":
        {
        • "type": "UInt8"
        },
      • "suitability_hytruck.modelled_powerlines":
        {
        • "type": "UInt8"
        },
      • "suitability_hytruck.modelled_residential_areas":
        {
        • "type": "UInt8"
        },
      • "suitability_hytruck.modelled_rest_areas":
        {
        • "type": "UInt8"
        },
      • "suitability_hytruck.modelled_seashore":
        {
        • "type": "UInt8"
        },
      • "suitability_hytruck.modelled_slope":
        {
        • "type": "UInt8"
        },
      • "suitability_hytruck.modelled_solar_wind":
        {
        • "type": "UInt8"
        },
      • "suitability_hytruck.modelled_transport_nodes":
        {
        • "type": "UInt8"
        },
      • "suitability_hytruck.modelled_urban_nodes":
        {
        • "type": "UInt8"
        },
      • "suitability_hytruck.modelled_water_bodies":
        {
        • "type": "UInt8"
        },
      • "suitability_hytruck_parquet_local.ahp_suitability_value":
        {
        • "format": "float64",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.binary_natura2000_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.binary_seashore_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.binary_serviceareas_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_corridor_points_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_fuel_stations_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_gas_pipelines_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_hydrogen_pipelines_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_industrial_areas_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_powerlines_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_powerplants_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_residential_areas_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_rest_areas_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_riverlines_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_seashore_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_slope_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_solar_wind_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_transport_nodes_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_urban_nodes_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_water_bodies_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.partnerCountries_extent_encoded_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.survey_suitability_value":
        {
        • "format": "float64",
        • "type": "number"
        },
      • "suitability_hytruck_zarr.binary_natura2000_band_1":
        {
        • "format": "float64",
        • "type": "number"
        },
      • "suitability_hytruck_zarr.binary_seashore_band_1":
        {
        • "format": "float64",
        • "type": "number"
        },
      • "suitability_hytruck_zarr.binary_serviceareas_band_1":
        {
        • "format": "float64",
        • "type": "number"
        },
      • "suitability_hytruck_zarr.modelled_corridor_points_band_1":
        {
        • "format": "float64",
        • "type": "number"
        },
      • "suitability_hytruck_zarr.modelled_fuel_stations_band_1":
        {
        • "format": "float64",
        • "type": "number"
        },
      • "suitability_hytruck_zarr.modelled_gas_pipelines_band_1":
        {
        • "format": "float64",
        • "type": "number"
        },
      • "suitability_hytruck_zarr.modelled_hydrogen_pipelines_band_1":
        {
        • "format": "float64",
        • "type": "number"
        },
      • "suitability_hytruck_zarr.modelled_industrial_areas_band_1":
        {
        • "format": "float64",
        • "type": "number"
        },
      • "suitability_hytruck_zarr.modelled_powerlines_band_1":
        {
        • "format": "float64",
        • "type": "number"
        },
      • "suitability_hytruck_zarr.modelled_powerplants_band_1":
        {
        • "format": "float64",
        • "type": "number"
        },
      • "suitability_hytruck_zarr.modelled_residential_areas_band_1":
        {
        • "format": "float64",
        • "type": "number"
        },
      • "suitability_hytruck_zarr.modelled_rest_areas_band_1":
        {
        • "format": "float64",
        • "type": "number"
        },
      • "suitability_hytruck_zarr.modelled_riverlines_band_1":
        {
        • "format": "float64",
        • "type": "number"
        },
      • "suitability_hytruck_zarr.modelled_seashore_band_1":
        {
        • "format": "float64",
        • "type": "number"
        },
      • "suitability_hytruck_zarr.modelled_slope_band_1":
        {
        • "format": "float64",
        • "type": "number"
        },
      • "suitability_hytruck_zarr.modelled_solar_wind_band_1":
        {
        • "format": "float64",
        • "type": "number"
        },
      • "suitability_hytruck_zarr.modelled_transport_nodes_band_1":
        {
        • "format": "float64",
        • "type": "number"
        },
      • "suitability_hytruck_zarr.modelled_urban_nodes_band_1":
        {
        • "format": "float64",
        • "type": "number"
        },
      • "suitability_hytruck_zarr.modelled_water_bodies_band_1":
        {
        • "format": "float64",
        • "type": "number"
        },
      • "suitability_hytruck_zarr.partnerCountries_extent_encoded_band_1":
        {
        • "format": "float64",
        • "type": "number"
        },
      • "suitability_hytruck_zarr.spatial_ref":
        {
        • "format": "float64",
        • "type": "number"
        }
      },
    • "values":
      {
      • "suitability_hytruck.modelled_corridor_points":
        [
        • {
          • "data":
            [
            • 0
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck.modelled_fuel_stations":
        [
        • {
          • "data":
            [
            • 4
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck.modelled_gas_pipelines":
        [
        • {
          • "data":
            [
            • 8
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck.modelled_hydrogen_pipelines":
        [
        • {
          • "data":
            [
            • 4
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck.modelled_powerlines":
        [
        • {
          • "data":
            [
            • 6
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck.modelled_residential_areas":
        [
        • {
          • "data":
            [
            • 6
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck.modelled_rest_areas":
        [
        • {
          • "data":
            [
            • 2
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck.modelled_seashore":
        [
        • {
          • "data":
            [
            • 2
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck.modelled_slope":
        [
        • {
          • "data":
            [
            • 8
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck.modelled_solar_wind":
        [
        • {
          • "data":
            [
            • 2
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck.modelled_transport_nodes":
        [
        • {
          • "data":
            [
            • 4
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck.modelled_urban_nodes":
        [
        • {
          • "data":
            [
            • 6
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck.modelled_water_bodies":
        [
        • {
          • "data":
            [
            • 8
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck_parquet_local.ahp_suitability_value":
        [
        • {
          • "data":
            [
            • 4.369668246445498
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck_parquet_local.binary_natura2000_band_1":
        [
        • {
          • "data":
            [
            • 1
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck_parquet_local.binary_seashore_band_1":
        [
        • {
          • "data":
            [
            • 1
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck_parquet_local.binary_serviceareas_band_1":
        [
        • {
          • "data":
            [
            • 0
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck_parquet_local.modelled_corridor_points_band_1":
        [
        • {
          • "data":
            [
            • 0
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck_parquet_local.modelled_fuel_stations_band_1":
        [
        • {
          • "data":
            [
            • 4
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck_parquet_local.modelled_gas_pipelines_band_1":
        [
        • {
          • "data":
            [
            • 8
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck_parquet_local.modelled_hydrogen_pipelines_band_1":
        [
        • {
          • "data":
            [
            • 4
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck_parquet_local.modelled_industrial_areas_band_1":
        [
        • {
          • "data":
            [
            • 6
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck_parquet_local.modelled_powerlines_band_1":
        [
        • {
          • "data":
            [
            • 6
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck_parquet_local.modelled_powerplants_band_1":
        [
        • {
          • "data":
            [
            • 2
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck_parquet_local.modelled_residential_areas_band_1":
        [
        • {
          • "data":
            [
            • 6
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck_parquet_local.modelled_rest_areas_band_1":
        [
        • {
          • "data":
            [
            • 2
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck_parquet_local.modelled_riverlines_band_1":
        [
        • {
          • "data":
            [
            • 10
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck_parquet_local.modelled_seashore_band_1":
        [
        • {
          • "data":
            [
            • 2
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck_parquet_local.modelled_slope_band_1":
        [
        • {
          • "data":
            [
            • 8
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck_parquet_local.modelled_solar_wind_band_1":
        [
        • {
          • "data":
            [
            • 2
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck_parquet_local.modelled_transport_nodes_band_1":
        [
        • {
          • "data":
            [
            • 4
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck_parquet_local.modelled_urban_nodes_band_1":
        [
        • {
          • "data":
            [
            • 6
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck_parquet_local.modelled_water_bodies_band_1":
        [
        • {
          • "data":
            [
            • 8
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck_parquet_local.partnerCountries_extent_encoded_band_1":
        [
        • {
          • "data":
            [
            • 3
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck_parquet_local.survey_suitability_value":
        [
        • {
          • "data":
            [
            • 4.526558891454965
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck_zarr.binary_natura2000_band_1":
        [
        • {
          • "data":
            [
            • 1
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck_zarr.binary_seashore_band_1":
        [
        • {
          • "data":
            [
            • 1
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck_zarr.binary_serviceareas_band_1":
        [
        • {
          • "data":
            [
            • 0
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck_zarr.modelled_corridor_points_band_1":
        [
        • {
          • "data":
            [
            • 0
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck_zarr.modelled_fuel_stations_band_1":
        [
        • {
          • "data":
            [
            • 4
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck_zarr.modelled_gas_pipelines_band_1":
        [
        • {
          • "data":
            [
            • 8
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck_zarr.modelled_hydrogen_pipelines_band_1":
        [
        • {
          • "data":
            [
            • 4
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck_zarr.modelled_industrial_areas_band_1":
        [
        • {
          • "data":
            [
            • 6
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck_zarr.modelled_powerlines_band_1":
        [
        • {
          • "data":
            [
            • 6
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck_zarr.modelled_powerplants_band_1":
        [
        • {
          • "data":
            [
            • 2
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck_zarr.modelled_residential_areas_band_1":
        [
        • {
          • "data":
            [
            • 6
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck_zarr.modelled_rest_areas_band_1":
        [
        • {
          • "data":
            [
            • 2
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck_zarr.modelled_riverlines_band_1":
        [
        • {
          • "data":
            [
            • 10
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck_zarr.modelled_seashore_band_1":
        [
        • {
          • "data":
            [
            • 2
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck_zarr.modelled_slope_band_1":
        [
        • {
          • "data":
            [
            • 8
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck_zarr.modelled_solar_wind_band_1":
        [
        • {
          • "data":
            [
            • 2
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck_zarr.modelled_transport_nodes_band_1":
        [
        • {
          • "data":
            [
            • 4
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck_zarr.modelled_urban_nodes_band_1":
        [
        • {
          • "data":
            [
            • 6
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck_zarr.modelled_water_bodies_band_1":
        [
        • {
          • "data":
            [
            • 8
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck_zarr.partnerCountries_extent_encoded_band_1":
        [
        • {
          • "data":
            [
            • 3
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ],
      • "suitability_hytruck_zarr.spatial_ref":
        [
        • {
          • "data":
            [
            • 0
            ],
          • "depth": 0,
          • "shape":
            {
            • "count": 1
            }
          }
        ]
      },
    • "zoneId": "000102062"
    }

Users can query data at a finer refinement level using the zone-depth parameters relative to the refinement level of the zone_id

 1zone_id = '000102062'
 2# The actual refinement level for the query is at level 9, zone_id refinement level + zone-depth
 3zone_depth = "2" 
 4query_return = requests.get(dggs_api_root+f'/dggs/igeo7/zones/{zone_id}/data', params={'zone-depth': zone_depth})
 5
 6if (query_return.status_code != 204):
 7    query_return = query_return.json()
 8    display(JSON(query_return))
 9else:
10    print("empty return")
  • "root":
    {
    • "depths":
      [
      • 2
      ],
    • "dggrs": "https://agile-giss.copernicus.org/articles/6/32/2025/",
    • "dimensions": null,
    • "properties":
      {
      • "suitability_hytruck.modelled_corridor_points":
        {
        • "type": "UInt8"
        },
      • "suitability_hytruck.modelled_fuel_stations":
        {
        • "type": "UInt8"
        },
      • "suitability_hytruck.modelled_gas_pipelines":
        {
        • "type": "UInt8"
        },
      • "suitability_hytruck.modelled_hydrogen_pipelines":
        {
        • "type": "UInt8"
        },
      • "suitability_hytruck.modelled_powerlines":
        {
        • "type": "UInt8"
        },
      • "suitability_hytruck.modelled_residential_areas":
        {
        • "type": "UInt8"
        },
      • "suitability_hytruck.modelled_rest_areas":
        {
        • "type": "UInt8"
        },
      • "suitability_hytruck.modelled_seashore":
        {
        • "type": "UInt8"
        },
      • "suitability_hytruck.modelled_slope":
        {
        • "type": "UInt8"
        },
      • "suitability_hytruck.modelled_solar_wind":
        {
        • "type": "UInt8"
        },
      • "suitability_hytruck.modelled_transport_nodes":
        {
        • "type": "UInt8"
        },
      • "suitability_hytruck.modelled_urban_nodes":
        {
        • "type": "UInt8"
        },
      • "suitability_hytruck.modelled_water_bodies":
        {
        • "type": "UInt8"
        },
      • "suitability_hytruck_parquet_local.ahp_suitability_value":
        {
        • "format": "float64",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.binary_natura2000_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.binary_seashore_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.binary_serviceareas_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_corridor_points_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_fuel_stations_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_gas_pipelines_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_hydrogen_pipelines_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_industrial_areas_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_powerlines_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_powerplants_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_residential_areas_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_rest_areas_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_riverlines_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_seashore_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_slope_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_solar_wind_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_transport_nodes_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_urban_nodes_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_water_bodies_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.partnerCountries_extent_encoded_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.survey_suitability_value":
        {
        • "format": "float64",
        • "type": "number"
        }
      },
    • "values":
      {
      • "suitability_hytruck.modelled_corridor_points":
        [
        • {
          • "data":
            [
            • 0,
            • 0,
            • 0,
            • 0,
            • 0,
            • null,
            • 0,
            • 0,
            • 0,
            • 0,
            • 0,
            • 0,
            • 0,
            • 0,
            • 0,
            • 0,
            • 0,
            • 0,
            • 0,
            • null,
            • 0,
            • 0,
            • 0,
            • 0,
            • 0,
            • 0,
            • 0,
            • 0,
            • 0,
            • null,
            • 0,
            • 0,
            • 0,
            • 0,
            • 0,
            • 0,
            • 0,
            • 0,
            • 0,
            • 0,
            • 0,
            • 0,
            • 0,
            • 0,
            • 0,
            • 0,
            • 0,
            • 0,
            • 0,
            • 0,
            • 0,
            • 0,
            • 0,
            • 0,
            • 0,
            • 0,
            • 0,
            • 0
            ],
          • "depth": 2,
          • "shape":
            {
            • "count": 58
            }
          }
        ],
      • "suitability_hytruck.modelled_fuel_stations":
        [
        • {
          • "data":
            [
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • null,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 6,
            • 6,
            • null,
            • 6,
            • 6,
            • 6,
            • 6,
            • 4,
            • 4,
            • 4,
            • 6,
            • 6,
            • null,
            • 6,
            • 6,
            • 6,
            • 6,
            • 6,
            • 6,
            • 6,
            • 6,
            • 6,
            • 6,
            • 6,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4
            ],
          • "depth": 2,
          • "shape":
            {
            • "count": 58
            }
          }
        ],
      • "suitability_hytruck.modelled_gas_pipelines":
        [
        • {
          • "data":
            [
            • 8,
            • 8,
            • 10,
            • 8,
            • 8,
            • null,
            • 8,
            • 8,
            • 8,
            • 6,
            • 8,
            • 8,
            • 8,
            • 6,
            • 6,
            • 6,
            • 6,
            • 6,
            • 8,
            • null,
            • 8,
            • 8,
            • 8,
            • 8,
            • 6,
            • 8,
            • 8,
            • 8,
            • 8,
            • null,
            • 10,
            • 8,
            • 8,
            • 8,
            • 8,
            • 8,
            • 10,
            • 10,
            • 8,
            • 10,
            • 10,
            • 8,
            • 8,
            • 8,
            • 10,
            • 10,
            • 8,
            • 10,
            • 10,
            • 8,
            • 8,
            • 8,
            • 10,
            • 10,
            • 10,
            • 8,
            • 8,
            • 8
            ],
          • "depth": 2,
          • "shape":
            {
            • "count": 58
            }
          }
        ],
      • "suitability_hytruck.modelled_hydrogen_pipelines":
        [
        • {
          • "data":
            [
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • null,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • null,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • null,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4
            ],
          • "depth": 2,
          • "shape":
            {
            • "count": 58
            }
          }
        ],
      • "suitability_hytruck.modelled_powerlines":
        [
        • {
          • "data":
            [
            • 4,
            • 4,
            • 6,
            • 6,
            • 4,
            • null,
            • 6,
            • 6,
            • 6,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 6,
            • 6,
            • null,
            • 6,
            • 6,
            • 6,
            • 6,
            • 6,
            • 6,
            • 6,
            • 6,
            • 6,
            • null,
            • 8,
            • 8,
            • 6,
            • 6,
            • 6,
            • 8,
            • 6,
            • 6,
            • 6,
            • 6,
            • 6,
            • 6,
            • 6,
            • 8,
            • 8,
            • 6,
            • 6,
            • 6,
            • 6,
            • 6,
            • 6,
            • 6,
            • 6,
            • 6,
            • 6,
            • 6,
            • 6,
            • 8
            ],
          • "depth": 2,
          • "shape":
            {
            • "count": 58
            }
          }
        ],
      • "suitability_hytruck.modelled_residential_areas":
        [
        • {
          • "data":
            [
            • 4,
            • 4,
            • 2,
            • 6,
            • 6,
            • null,
            • 6,
            • 6,
            • 6,
            • 6,
            • 6,
            • 4,
            • 6,
            • 6,
            • 6,
            • 6,
            • 6,
            • 6,
            • 4,
            • null,
            • 6,
            • 6,
            • 6,
            • 6,
            • 4,
            • 6,
            • 6,
            • 6,
            • 6,
            • null,
            • 4,
            • 4,
            • 6,
            • 6,
            • 6,
            • 4,
            • 6,
            • 6,
            • 6,
            • 6,
            • 6,
            • 6,
            • 6,
            • 6,
            • 6,
            • 6,
            • 6,
            • 6,
            • 6,
            • 6,
            • 6,
            • 4,
            • 6,
            • 6,
            • 4,
            • 6,
            • 6,
            • 4
            ],
          • "depth": 2,
          • "shape":
            {
            • "count": 58
            }
          }
        ],
      • "suitability_hytruck.modelled_rest_areas":
        [
        • {
          • "data":
            [
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • null,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • null,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • null,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2
            ],
          • "depth": 2,
          • "shape":
            {
            • "count": 58
            }
          }
        ],
      • "suitability_hytruck.modelled_seashore":
        [
        • {
          • "data":
            [
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • null,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • null,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • null,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2
            ],
          • "depth": 2,
          • "shape":
            {
            • "count": 58
            }
          }
        ],
      • "suitability_hytruck.modelled_slope":
        [
        • {
          • "data":
            [
            • 8,
            • 10,
            • 6,
            • 8,
            • 8,
            • null,
            • 6,
            • 8,
            • 10,
            • 6,
            • 10,
            • 10,
            • 10,
            • 10,
            • 10,
            • 8,
            • 8,
            • 10,
            • 10,
            • null,
            • 4,
            • 10,
            • 2,
            • 8,
            • 8,
            • 8,
            • 4,
            • 8,
            • 8,
            • null,
            • 8,
            • 10,
            • 8,
            • 6,
            • 8,
            • 6,
            • 6,
            • 8,
            • 6,
            • 8,
            • 10,
            • 6,
            • 8,
            • 8,
            • 6,
            • 6,
            • 8,
            • 8,
            • 10,
            • 10,
            • 10,
            • 8,
            • 8,
            • 10,
            • 6,
            • 10,
            • 6,
            • 10
            ],
          • "depth": 2,
          • "shape":
            {
            • "count": 58
            }
          }
        ],
      • "suitability_hytruck.modelled_solar_wind":
        [
        • {
          • "data":
            [
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • null,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • null,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • null,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2,
            • 2
            ],
          • "depth": 2,
          • "shape":
            {
            • "count": 58
            }
          }
        ],
      • "suitability_hytruck.modelled_transport_nodes":
        [
        • {
          • "data":
            [
            • 6,
            • 8,
            • 8,
            • 6,
            • 6,
            • null,
            • 6,
            • 4,
            • 4,
            • 4,
            • 4,
            • 6,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • null,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • null,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
            • 4,
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          • "depth": 2,
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        ],
      • "suitability_hytruck_parquet_local.modelled_solar_wind_band_1":
        [
        • {
          • "data":
            [
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          • "depth": 2,
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            {
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        ],
      • "suitability_hytruck_parquet_local.modelled_transport_nodes_band_1":
        [
        • {
          • "data":
            [
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        ],
      • "suitability_hytruck_parquet_local.modelled_urban_nodes_band_1":
        [
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          • "depth": 2,
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            {
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        ],
      • "suitability_hytruck_parquet_local.modelled_water_bodies_band_1":
        [
        • {
          • "data":
            [
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      • "suitability_hytruck_parquet_local.partnerCountries_extent_encoded_band_1":
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        ],
      • "suitability_hytruck_parquet_local.survey_suitability_value":
        [
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          • "data":
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    }

Users can also retrieve data with 2 consecutive refinement levels

 1zone_id = '0001020'
 2# 2 consecutive refinement levels (5, 6)
 3zone_depth = "0-1"
 4return_type = 'geojson'
 5query_return = requests.get(dggs_api_root+f'/dggs/igeo7/zones/{zone_id}/data', params={'zone-depth': zone_depth, 'f': return_type})
 6
 7if (query_return.status_code != 204):
 8    query_return = query_return.json()
 9    display(JSON(query_return))
10else:
11    print("empty return")
  • "root":
    {
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      [
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          {
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              ]
            ],
          • "type": "Polygon"
          },
        • "id": 0,
        • "properties":
          {
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          • "suitability_hytruck.modelled_gas_pipelines": 8,
          • "suitability_hytruck.modelled_hydrogen_pipelines": 4,
          • "suitability_hytruck.modelled_powerlines": 4,
          • "suitability_hytruck.modelled_residential_areas": 6,
          • "suitability_hytruck.modelled_rest_areas": 2,
          • "suitability_hytruck.modelled_seashore": 2,
          • "suitability_hytruck.modelled_slope": 10,
          • "suitability_hytruck.modelled_solar_wind": 0,
          • "suitability_hytruck.modelled_transport_nodes": 4,
          • "suitability_hytruck.modelled_urban_nodes": 2,
          • "suitability_hytruck.modelled_water_bodies": 4,
          • "suitability_hytruck_parquet_local.ahp_suitability_value": 2.6516587677725125,
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          • "suitability_hytruck_parquet_local.modelled_corridor_points_band_1": 0,
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          • "suitability_hytruck_parquet_local.modelled_gas_pipelines_band_1": 8,
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          • "suitability_hytruck_parquet_local.modelled_industrial_areas_band_1": 6,
          • "suitability_hytruck_parquet_local.modelled_powerlines_band_1": 4,
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          • "suitability_hytruck_parquet_local.modelled_rest_areas_band_1": 2,
          • "suitability_hytruck_parquet_local.modelled_riverlines_band_1": 10,
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          • "suitability_hytruck_parquet_local.modelled_urban_nodes_band_1": 2,
          • "suitability_hytruck_parquet_local.modelled_water_bodies_band_1": 4,
          • "suitability_hytruck_parquet_local.partnerCountries_extent_encoded_band_1": 3,
          • "suitability_hytruck_parquet_local.survey_suitability_value": 3.575057736720554,
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          • "suitability_hytruck_zarr.modelled_gas_pipelines_band_1": 8,
          • "suitability_hytruck_zarr.modelled_hydrogen_pipelines_band_1": 4,
          • "suitability_hytruck_zarr.modelled_industrial_areas_band_1": 6,
          • "suitability_hytruck_zarr.modelled_powerlines_band_1": 4,
          • "suitability_hytruck_zarr.modelled_powerplants_band_1": 2,
          • "suitability_hytruck_zarr.modelled_residential_areas_band_1": 6,
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          • "suitability_hytruck_zarr.modelled_riverlines_band_1": 10,
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          • "suitability_hytruck_zarr.modelled_transport_nodes_band_1": 4,
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          • "suitability_hytruck_zarr.modelled_water_bodies_band_1": 4,
          • "suitability_hytruck_zarr.partnerCountries_extent_encoded_band_1": 3,
          • "suitability_hytruck_zarr.spatial_ref": 0,
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        • "type": "Feature"
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      • {
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          • "suitability_hytruck.modelled_hydrogen_pipelines": 4,
          • "suitability_hytruck.modelled_powerlines": 2,
          • "suitability_hytruck.modelled_residential_areas": 8,
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          • "suitability_hytruck_parquet_local.ahp_suitability_value": 2.680094786729858,
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          • "suitability_hytruck_parquet_local.modelled_corridor_points_band_1": 0,
          • "suitability_hytruck_parquet_local.modelled_fuel_stations_band_1": 2,
          • "suitability_hytruck_parquet_local.modelled_gas_pipelines_band_1": 4,
          • "suitability_hytruck_parquet_local.modelled_hydrogen_pipelines_band_1": 4,
          • "suitability_hytruck_parquet_local.modelled_industrial_areas_band_1": 2,
          • "suitability_hytruck_parquet_local.modelled_powerlines_band_1": 2,
          • "suitability_hytruck_parquet_local.modelled_powerplants_band_1": 2,
          • "suitability_hytruck_parquet_local.modelled_residential_areas_band_1": 8,
          • "suitability_hytruck_parquet_local.modelled_rest_areas_band_1": 2,
          • "suitability_hytruck_parquet_local.modelled_riverlines_band_1": 10,
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          • "suitability_hytruck_parquet_local.modelled_slope_band_1": 10,
          • "suitability_hytruck_parquet_local.modelled_solar_wind_band_1": 0,
          • "suitability_hytruck_parquet_local.modelled_transport_nodes_band_1": 4,
          • "suitability_hytruck_parquet_local.modelled_urban_nodes_band_1": 2,
          • "suitability_hytruck_parquet_local.modelled_water_bodies_band_1": 10,
          • "suitability_hytruck_parquet_local.partnerCountries_extent_encoded_band_1": 3,
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          • "suitability_hytruck_zarr.modelled_gas_pipelines_band_1": 4,
          • "suitability_hytruck_zarr.modelled_hydrogen_pipelines_band_1": 4,
          • "suitability_hytruck_zarr.modelled_industrial_areas_band_1": 2,
          • "suitability_hytruck_zarr.modelled_powerlines_band_1": 2,
          • "suitability_hytruck_zarr.modelled_powerplants_band_1": 2,
          • "suitability_hytruck_zarr.modelled_residential_areas_band_1": 8,
          • "suitability_hytruck_zarr.modelled_rest_areas_band_1": 2,
          • "suitability_hytruck_zarr.modelled_riverlines_band_1": 10,
          • "suitability_hytruck_zarr.modelled_seashore_band_1": 2,
          • "suitability_hytruck_zarr.modelled_slope_band_1": 10,
          • "suitability_hytruck_zarr.modelled_solar_wind_band_1": 0,
          • "suitability_hytruck_zarr.modelled_transport_nodes_band_1": 4,
          • "suitability_hytruck_zarr.modelled_urban_nodes_band_1": 2,
          • "suitability_hytruck_zarr.modelled_water_bodies_band_1": 10,
          • "suitability_hytruck_zarr.partnerCountries_extent_encoded_band_1": 3,
          • "suitability_hytruck_zarr.spatial_ref": 0,
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        • "type": "Feature"
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      • {
        • "geometry":
          {
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        • "properties":
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          • "suitability_hytruck.modelled_powerlines": 2,
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          • "suitability_hytruck_zarr.modelled_powerlines_band_1": 6,
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          • "suitability_hytruck_zarr.modelled_slope_band_1": 8,
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          • "suitability_hytruck_zarr.modelled_transport_nodes_band_1": 4,
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          • "suitability_hytruck_zarr.modelled_powerlines_band_1": 6,
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          • "suitability_hytruck_zarr.modelled_riverlines_band_1": 10,
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          • "suitability_hytruck_zarr.spatial_ref": 0,
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          • "suitability_hytruck_parquet_local.modelled_seashore_band_1": 2,
          • "suitability_hytruck_parquet_local.modelled_slope_band_1": 10,
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          • "suitability_hytruck_parquet_local.modelled_urban_nodes_band_1": 2,
          • "suitability_hytruck_parquet_local.modelled_water_bodies_band_1": 10,
          • "suitability_hytruck_parquet_local.partnerCountries_extent_encoded_band_1": 3,
          • "suitability_hytruck_parquet_local.survey_suitability_value": 3.6327944572748256,
          • "suitability_hytruck_zarr.binary_natura2000_band_1": 0,
          • "suitability_hytruck_zarr.binary_seashore_band_1": 1,
          • "suitability_hytruck_zarr.binary_serviceareas_band_1": 0,
          • "suitability_hytruck_zarr.modelled_corridor_points_band_1": 0,
          • "suitability_hytruck_zarr.modelled_fuel_stations_band_1": 2,
          • "suitability_hytruck_zarr.modelled_gas_pipelines_band_1": 4,
          • "suitability_hytruck_zarr.modelled_hydrogen_pipelines_band_1": 4,
          • "suitability_hytruck_zarr.modelled_industrial_areas_band_1": 2,
          • "suitability_hytruck_zarr.modelled_powerlines_band_1": 2,
          • "suitability_hytruck_zarr.modelled_powerplants_band_1": 2,
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          • "suitability_hytruck_zarr.partnerCountries_extent_encoded_band_1": 3,
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      ],
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Collections endpoints

List all collections (<dggs_api_root>/collections)

1query_return = requests.get(dggs_api_root+f'/collections')
2query_return = query_return.json()
3JSON(query_return)
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          },
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            • "grid": "",
            • "storageCrsBbox": null
            },
          • "temporal": null
          },
        • "id": "suitability_hytruck",
        • "itemType": "",
        • "links":
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            • "type": "application/json"
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          • {
            • "href": "http://127.0.0.1:8000/dggs-api/collections/suitability_hytruck/dggs",
            • "hreflang": null,
            • "length": null,
            • "rel": "[ogc-rel:dggrs-list]",
            • "title": "DGGS list",
            • "type": "application/json"
            }
          ],
        • "maxScaleDenominator": 222006344,
        • "minScaleDenominator": 4530737,
        • "storageCrs": "http://www.opengis.net/def/crs/OGC/1.3/CRS84",
        • "title": "Suitability Modelling for Hytruck"
        },
      • {
        • "collection_provider":
          {
          • "datasource_id": "zarr_hytruck",
          • "dggrsId": "igeo7",
          • "dggrs_zoneid_repr": "textual",
          • "max_refinement_level": 8,
          • "min_refinement_level": 5,
          • "providerId": "zarr"
          },
        • "crs": "http://www.opengis.net/def/crs/OGC/1.3/CRS84",
        • "description": "Desc",
        • "id": "suitability_hytruck_zarr",
        • "itemType": "",
        • "links":
          [
          • {
            • "href": "http://127.0.0.1:8000/dggs-api/collections/suitability_hytruck_zarr",
            • "hreflang": null,
            • "length": null,
            • "rel": "self",
            • "title": "this document",
            • "type": "application/json"
            },
          • {
            • "href": "http://127.0.0.1:8000/dggs-api/collections/suitability_hytruck_zarr/dggs",
            • "hreflang": null,
            • "length": null,
            • "rel": "[ogc-rel:dggrs-list]",
            • "title": "DGGS list",
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        • "maxScaleDenominator": 222006344,
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        • "storageCrs": "http://www.opengis.net/def/crs/OGC/1.3/CRS84",
        • "title": "Suitability Modelling for Hytruck in Zarr format"
        },
      • {
        • "collection_provider":
          {
          • "datasource_id": "hytruck_local",
          • "dggrsId": "igeo7",
          • "dggrs_zoneid_repr": "textual",
          • "max_refinement_level": 9,
          • "min_refinement_level": 4,
          • "providerId": "parquet"
          },
        • "crs": "http://www.opengis.net/def/crs/OGC/1.3/CRS84",
        • "description": "Desc",
        • "extent":
          {
          • "spatial":
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              ],
            • "crs": "http://www.opengis.net/def/crs/OGC/1.3/CRS84",
            • "grid": "",
            • "storageCrsBbox": null
            },
          • "temporal": null
          },
        • "id": "suitability_hytruck_parquet_local",
        • "itemType": "",
        • "links":
          [
          • {
            • "href": "http://127.0.0.1:8000/dggs-api/collections/suitability_hytruck_parquet_local",
            • "hreflang": null,
            • "length": null,
            • "rel": "self",
            • "title": "this document",
            • "type": "application/json"
            },
          • {
            • "href": "http://127.0.0.1:8000/dggs-api/collections/suitability_hytruck_parquet_local/dggs",
            • "hreflang": null,
            • "length": null,
            • "rel": "[ogc-rel:dggrs-list]",
            • "title": "DGGS list",
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            }
          ],
        • "maxScaleDenominator": 587377071,
        • "minScaleDenominator": 4530737,
        • "storageCrs": "http://www.opengis.net/def/crs/OGC/1.3/CRS84",
        • "title": "Suitability Modelling for Hytruck in parquet format"
        },
      • {
        • "collection_provider":
          {
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          },
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        • "description": "Desc",
        • "id": "crim_testing",
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            },
          • {
            • "href": "http://127.0.0.1:8000/dggs-api/collections/crim_testing/dggs",
            • "hreflang": null,
            • "length": null,
            • "rel": "[ogc-rel:dggrs-list]",
            • "title": "DGGS list",
            • "type": "application/json"
            }
          ],
        • "maxScaleDenominator": 222006344,
        • "minScaleDenominator": 222006344,
        • "storageCrs": "http://www.opengis.net/def/crs/OGC/1.3/CRS84",
        • "title": "crim multi parquet files testing"
        },
      • {
        • "collection_provider":
          {
          • "datasource_id": "rcm_2080248_HV_reproject_2022-05_05",
          • "dggrsId": "h3",
          • "dggrs_zoneid_repr": "textual",
          • "max_refinement_level": 12,
          • "min_refinement_level": 7,
          • "providerId": "parquet"
          },
        • "crs": "http://www.opengis.net/def/crs/OGC/1.3/CRS84",
        • "description": "Desc",
        • "id": "rcm_h3",
        • "itemType": "",
        • "links":
          [
          • {
            • "href": "http://127.0.0.1:8000/dggs-api/collections/rcm_h3",
            • "hreflang": null,
            • "length": null,
            • "rel": "self",
            • "title": "this document",
            • "type": "application/json"
            },
          • {
            • "href": "http://127.0.0.1:8000/dggs-api/collections/rcm_h3/dggs",
            • "hreflang": null,
            • "length": null,
            • "rel": "[ogc-rel:dggrs-list]",
            • "title": "DGGS list",
            • "type": "application/json"
            }
          ],
        • "maxScaleDenominator": 5023127,
        • "minScaleDenominator": 38679,
        • "storageCrs": "http://www.opengis.net/def/crs/OGC/1.3/CRS84",
        • "title": "rcm_h3"
        },
      • {
        • "collection_provider":
          {
          • "datasource_id": "dggal_ivea7h_hytruck",
          • "dggrsId": "ivea7h",
          • "dggrs_zoneid_repr": "int",
          • "max_refinement_level": 8,
          • "min_refinement_level": 5,
          • "providerId": "zarr"
          },
        • "crs": "http://www.opengis.net/def/crs/OGC/1.3/CRS84",
        • "description": "Desc",
        • "id": "dggal_ivea7h_hytruck",
        • "itemType": "",
        • "links":
          [
          • {
            • "href": "http://127.0.0.1:8000/dggs-api/collections/dggal_ivea7h_hytruck",
            • "hreflang": null,
            • "length": null,
            • "rel": "self",
            • "title": "this document",
            • "type": "application/json"
            },
          • {
            • "href": "http://127.0.0.1:8000/dggs-api/collections/dggal_ivea7h_hytruck/dggs",
            • "hreflang": null,
            • "length": null,
            • "rel": "[ogc-rel:dggrs-list]",
            • "title": "DGGS list",
            • "type": "application/json"
            }
          ],
        • "maxScaleDenominator": 196746634077,
        • "minScaleDenominator": 10623382718,
        • "storageCrs": "http://www.opengis.net/def/crs/OGC/1.3/CRS84",
        • "title": "rcm_h3"
        },
      • {
        • "collection_provider":
          {
          • "datasource_id": "dggal_rhealpix_hytruck",
          • "dggrsId": "rhealpix",
          • "dggrs_zoneid_repr": "int",
          • "max_refinement_level": 7,
          • "min_refinement_level": 5,
          • "providerId": "zarr"
          },
        • "crs": "http://www.opengis.net/def/crs/OGC/1.3/CRS84",
        • "description": "Desc",
        • "id": "dggal_rhealpix_hytruck",
        • "itemType": "",
        • "links":
          [
          • {
            • "href": "http://127.0.0.1:8000/dggs-api/collections/dggal_rhealpix_hytruck",
            • "hreflang": null,
            • "length": null,
            • "rel": "self",
            • "title": "this document",
            • "type": "application/json"
            },
          • {
            • "href": "http://127.0.0.1:8000/dggs-api/collections/dggal_rhealpix_hytruck/dggs",
            • "hreflang": null,
            • "length": null,
            • "rel": "[ogc-rel:dggrs-list]",
            • "title": "DGGS list",
            • "type": "application/json"
            }
          ],
        • "maxScaleDenominator": 135510546411,
        • "minScaleDenominator": 15056727379,
        • "storageCrs": "http://www.opengis.net/def/crs/OGC/1.3/CRS84",
        • "title": "rcm_h3"
        }
      ],
    • "links":
      [
      • {
        • "href": "http://127.0.0.1:8000/dggs-api/collections",
        • "hreflang": null,
        • "length": null,
        • "rel": "self",
        • "title": "this document",
        • "type": "application/json"
        }
      ],
    • "timeStamp": null
    }

Query the collection meta data (<dggs_api_root>/collections/<collection_id>)

1collection_id = "suitability_hytruck_parquet_local"
2query_return = requests.get(dggs_api_root+f'/collections/{collection_id}')
3query_return = query_return.json()
4JSON(query_return)
  • "root":
    {
    • "collection_provider":
      {
      • "datasource_id": "hytruck_local",
      • "dggrsId": "igeo7",
      • "dggrs_zoneid_repr": "textual",
      • "max_refinement_level": 9,
      • "min_refinement_level": 4,
      • "providerId": "parquet"
      },
    • "crs": "http://www.opengis.net/def/crs/OGC/1.3/CRS84",
    • "description": "Desc",
    • "extent":
      {
      • "spatial":
        {
        • "bbox":
          [
          • [
            • 5.86307954788208,
            • 47.31793212890625,
            • 31.61196517944336,
            • 70.0753173828125
            ]
          ],
        • "crs": "http://www.opengis.net/def/crs/OGC/1.3/CRS84",
        • "grid": "",
        • "storageCrsBbox": null
        },
      • "temporal": null
      },
    • "id": "suitability_hytruck_parquet_local",
    • "itemType": "",
    • "links":
      [
      • {
        • "href": "http://127.0.0.1:8000/dggs-api/collections/suitability_hytruck_parquet_local",
        • "hreflang": null,
        • "length": null,
        • "rel": "self",
        • "title": "this document",
        • "type": "application/json"
        },
      • {
        • "href": "http://127.0.0.1:8000/dggs-api/collections/suitability_hytruck_parquet_local/dggs",
        • "hreflang": null,
        • "length": null,
        • "rel": "[ogc-rel:dggrs-list]",
        • "title": "DGGS list",
        • "type": "application/json"
        },
      • {
        • "href": "http://127.0.0.1:8000/dggs-api/collections/suitability_hytruck_parquet_local/collections/suitability_hytruck_parquet_local/queryables",
        • "hreflang": null,
        • "length": null,
        • "rel": "[ogc-rel:queryables]",
        • "title": "Queryable properties from the collection.",
        • "type": "application/schema+json"
        }
      ],
    • "maxScaleDenominator": 587377071,
    • "minScaleDenominator": 4530737,
    • "storageCrs": "http://www.opengis.net/def/crs/OGC/1.3/CRS84",
    • "title": "Suitability Modelling for Hytruck in parquet format"
    }

Query the attributes of the collection(<dggs_api_root>/collections/<collection_id>/queryables)

1collection_id = "suitability_hytruck_parquet_local"
2query_return = requests.get(dggs_api_root+f'/collections/{collection_id}/queryables')
3query_return = query_return.json()
4JSON(query_return)
  • "root":
    {
    • "$id": "http://127.0.0.1:8000/dggs-api/collections/suitability_hytruck_parquet_local/queryables",
    • "$schema": "https://json-schema.org/draft/2020-12/schema",
    • "properties":
      {
      • "suitability_hytruck_parquet_local.ahp_suitability_value":
        {
        • "format": "float64",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.binary_natura2000_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.binary_seashore_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.binary_serviceareas_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.cell_ids":
        {
        • "type": "string"
        },
      • "suitability_hytruck_parquet_local.modelled_corridor_points_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_fuel_stations_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_gas_pipelines_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_hydrogen_pipelines_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_industrial_areas_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_powerlines_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_powerplants_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_residential_areas_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_rest_areas_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_riverlines_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_seashore_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_slope_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_solar_wind_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_transport_nodes_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_urban_nodes_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.modelled_water_bodies_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.partnerCountries_extent_encoded_band_1":
        {
        • "format": "float32",
        • "type": "number"
        },
      • "suitability_hytruck_parquet_local.survey_suitability_value":
        {
        • "format": "float64",
        • "type": "number"
        }
      },
    • "type": "object"
    }

Tiles API endpoints

Query the collection tiles json (<api-root>/tiles-api/<collection_id>.json)

1collection_id = "suitability_hytruck_parquet_local"
2query_return = requests.get(api_root+f'/tiles-api/{collection_id}.json')
3query_return = query_return.json()
4JSON(query_return)
  • "root":
    {
    • "bounds":
      [
      • 5.86307954788208,
      • 47.31793212890625,
      • 31.61196517944336,
      • 70.0753173828125
      ],
    • "description": "Desc",
    • "name": "suitability_hytruck_parquet_local",
    • "tilejson": "3.0.0",
    • "tiles":
      [
      • "http://127.0.0.1:8000/tiles-api/suitability_hytruck_parquet_local/{z}/{x}/{y}"
      ],
    • "vector_layers":
      [
      • {
        • "fields":
          {
          • "ahp_suitability_value": "float64",
          • "binary_natura2000_band_1": "float32",
          • "binary_seashore_band_1": "float32",
          • "binary_serviceareas_band_1": "float32",
          • "cell_ids": "string",
          • "modelled_corridor_points_band_1": "float32",
          • "modelled_fuel_stations_band_1": "float32",
          • "modelled_gas_pipelines_band_1": "float32",
          • "modelled_hydrogen_pipelines_band_1": "float32",
          • "modelled_industrial_areas_band_1": "float32",
          • "modelled_powerlines_band_1": "float32",
          • "modelled_powerplants_band_1": "float32",
          • "modelled_residential_areas_band_1": "float32",
          • "modelled_rest_areas_band_1": "float32",
          • "modelled_riverlines_band_1": "float32",
          • "modelled_seashore_band_1": "float32",
          • "modelled_slope_band_1": "float32",
          • "modelled_solar_wind_band_1": "float32",
          • "modelled_transport_nodes_band_1": "float32",
          • "modelled_urban_nodes_band_1": "float32",
          • "modelled_water_bodies_band_1": "float32",
          • "partnerCountries_extent_encoded_band_1": "float32",
          • "survey_suitability_value": "float64"
          },
        • "id": "suitability_hytruck_parquet_local"
        }
      ]
    }

Query data with the tiles source url (<api-root>/tiles-api/<collection_id>/{z}/{x}/{y})

The endpoint supports the relative_depth query parameter which allow users to retrieve data at a finer refinement level.

Here is the example of the url: <api-root>/tiles-api/<collection_id>/{z}/{x}/{y}?relative_depth=1