{
  "access": {
    "embargo": {
      "active": false,
      "reason": null
    },
    "files": "public",
    "record": "public",
    "status": "open"
  },
  "created": "2026-04-14T18:42:45.182827+00:00",
  "custom_fields": {},
  "deletion_status": {
    "is_deleted": false,
    "status": "P"
  },
  "files": {
    "count": 6,
    "enabled": true,
    "entries": {
      "demix_db_4.0_tile_characteristics_with_added_characteristics.csv": {
        "access": {
          "hidden": false
        },
        "checksum": "md5:59bfd7fd109d990d0440f4d48cd8d086",
        "ext": "csv",
        "id": "19a24037-ccdf-4fd8-a810-fbb994e2644c",
        "key": "demix_db_4.0_tile_characteristics_with_added_characteristics.csv",
        "links": {
          "content": "https://zenodo.org/api/records/19580663/files/demix_db_4.0_tile_characteristics_with_added_characteristics.csv/content",
          "self": "https://zenodo.org/api/records/19580663/files/demix_db_4.0_tile_characteristics_with_added_characteristics.csv"
        },
        "metadata": {},
        "mimetype": "text/csv",
        "size": 254942,
        "storage_class": "L"
      },
      "demix_db_4.1_diff_distrib_DB_04_14_26.csv": {
        "access": {
          "hidden": false
        },
        "checksum": "md5:b9356685bbfb81741cdf6e878a48314d",
        "ext": "csv",
        "id": "0e1ac7e9-bdef-41f2-9d2d-a132dc9bf476",
        "key": "demix_db_4.1_diff_distrib_DB_04_14_26.csv",
        "links": {
          "content": "https://zenodo.org/api/records/19580663/files/demix_db_4.1_diff_distrib_DB_04_14_26.csv/content",
          "self": "https://zenodo.org/api/records/19580663/files/demix_db_4.1_diff_distrib_DB_04_14_26.csv"
        },
        "metadata": {},
        "mimetype": "text/csv",
        "size": 2065520,
        "storage_class": "L"
      },
      "demix_db_4.1_mixed_fuv_DB_04_14_26.csv": {
        "access": {
          "hidden": false
        },
        "checksum": "md5:b9fce102a53073b44ab1748e1b7f66fb",
        "ext": "csv",
        "id": "81736a53-901d-456f-ac76-12e6cd455ddf",
        "key": "demix_db_4.1_mixed_fuv_DB_04_14_26.csv",
        "links": {
          "content": "https://zenodo.org/api/records/19580663/files/demix_db_4.1_mixed_fuv_DB_04_14_26.csv/content",
          "self": "https://zenodo.org/api/records/19580663/files/demix_db_4.1_mixed_fuv_DB_04_14_26.csv"
        },
        "metadata": {},
        "mimetype": "text/csv",
        "size": 1550347,
        "storage_class": "L"
      },
      "demix_db_4.1_tile_stats_DB_04_14_26.csv": {
        "access": {
          "hidden": false
        },
        "checksum": "md5:cfc92d95e2ee2c3efa5ecfb5ccafed58",
        "ext": "csv",
        "id": "40b16b6e-23ed-435f-a76a-74224309507b",
        "key": "demix_db_4.1_tile_stats_DB_04_14_26.csv",
        "links": {
          "content": "https://zenodo.org/api/records/19580663/files/demix_db_4.1_tile_stats_DB_04_14_26.csv/content",
          "self": "https://zenodo.org/api/records/19580663/files/demix_db_4.1_tile_stats_DB_04_14_26.csv"
        },
        "metadata": {},
        "mimetype": "text/csv",
        "size": 116270,
        "storage_class": "L"
      },
      "hrdem_source_ref.html": {
        "access": {
          "hidden": false
        },
        "checksum": "md5:d240ae51ca87bf08f7c1778279f4f400",
        "ext": "html",
        "id": "b8a40393-f46d-4d30-801b-d28f78f4aab7",
        "key": "hrdem_source_ref.html",
        "links": {
          "content": "https://zenodo.org/api/records/19580663/files/hrdem_source_ref.html/content",
          "self": "https://zenodo.org/api/records/19580663/files/hrdem_source_ref.html"
        },
        "metadata": {},
        "mimetype": "text/html",
        "size": 7156,
        "storage_class": "L"
      },
      "table_GDEM_download_license.html": {
        "access": {
          "hidden": false
        },
        "checksum": "md5:0fc8bd68e2fbb031a8bf0c15001ca188",
        "ext": "html",
        "id": "9002ff9c-65bf-442a-9627-3fc83dbbe36c",
        "key": "table_GDEM_download_license.html",
        "links": {
          "content": "https://zenodo.org/api/records/19580663/files/table_GDEM_download_license.html/content",
          "self": "https://zenodo.org/api/records/19580663/files/table_GDEM_download_license.html"
        },
        "metadata": {},
        "mimetype": "text/html",
        "size": 4907,
        "storage_class": "L"
      }
    },
    "order": [],
    "total_bytes": 3999142
  },
  "id": "19580663",
  "is_draft": false,
  "is_published": true,
  "links": {
    "access": "https://zenodo.org/api/records/19580663/access",
    "access_grants": "https://zenodo.org/api/records/19580663/access/grants",
    "access_links": "https://zenodo.org/api/records/19580663/access/links",
    "access_request": "https://zenodo.org/api/records/19580663/access/request",
    "access_users": "https://zenodo.org/api/records/19580663/access/users",
    "archive": "https://zenodo.org/api/records/19580663/files-archive",
    "archive_media": "https://zenodo.org/api/records/19580663/media-files-archive",
    "communities": "https://zenodo.org/api/records/19580663/communities",
    "communities-suggestions": "https://zenodo.org/api/records/19580663/communities-suggestions",
    "doi": "https://doi.org/10.5281/zenodo.19580663",
    "draft": "https://zenodo.org/api/records/19580663/draft",
    "file_modification": "https://zenodo.org/api/records/19580663/file-modification",
    "files": "https://zenodo.org/api/records/19580663/files",
    "latest": "https://zenodo.org/api/records/19580663/versions/latest",
    "latest_html": "https://zenodo.org/records/19580663/latest",
    "media_files": "https://zenodo.org/api/records/19580663/media-files",
    "parent": "https://zenodo.org/api/records/19580662",
    "parent_doi": "https://doi.org/10.5281/zenodo.19580662",
    "parent_doi_html": "https://zenodo.org/doi/10.5281/zenodo.19580662",
    "parent_html": "https://zenodo.org/records/19580662",
    "preview_html": "https://zenodo.org/records/19580663?preview=1",
    "quota_increase": "https://zenodo.org/api/records/19580663/quota-increase",
    "request_deletion": "https://zenodo.org/api/records/19580663/request-deletion",
    "requests": "https://zenodo.org/api/records/19580663/requests",
    "reserve_doi": "https://zenodo.org/api/records/19580663/draft/pids/doi",
    "self": "https://zenodo.org/api/records/19580663",
    "self_doi": "https://doi.org/10.5281/zenodo.19580663",
    "self_doi_html": "https://zenodo.org/doi/10.5281/zenodo.19580663",
    "self_html": "https://zenodo.org/records/19580663",
    "self_iiif_manifest": "https://zenodo.org/api/iiif/record:19580663/manifest",
    "self_iiif_sequence": "https://zenodo.org/api/iiif/record:19580663/sequence/default",
    "versions": "https://zenodo.org/api/records/19580663/versions"
  },
  "media_files": {
    "count": 0,
    "enabled": false,
    "entries": {},
    "order": [],
    "total_bytes": 0
  },
  "metadata": {
    "creators": [
      {
        "person_or_org": {
          "family_name": "Guth",
          "given_name": "Peter",
          "identifiers": [
            {
              "identifier": "0000-0002-6150-542X",
              "scheme": "orcid"
            }
          ],
          "name": "Guth, Peter",
          "type": "personal"
        },
        "role": {
          "id": "producer",
          "title": {
            "de": "ProduzentIn",
            "en": "Producer"
          }
        }
      }
    ],
    "description": "<p class=\"MsoNormal\"><strong>DEMIX Database version 4.1</strong></p>\n<p class=\"MsoNormal\">Data created for publication in preparation:</p>\n<ul>\n<li class=\"MsoListParagraph\">&nbsp; &nbsp; &nbsp; (reference to be added when accepted and assigned DOI)</li>\n</ul>\n<p class=\"MsoNormal\">This database supports the work of the Digital Elevation Model Intercomparison eXperiment (DEMIX) working group (Strobl and others, 2021) and particularly the previous comparison efforts (Guth and others, 2021; Bielski and others, 2024; Guth and others, 2024; Guth and others, 2025).</p>\n<p class=\"MsoNormal\">This version only includes 626 new test tiles, and may have biases because the tiles were selected to add diversity to the version 4 database.&nbsp; It should be used in conjunction with the full version 4 (Guth, 2025).</p>\n<p class=\"MsoNormal\">Database changes:</p>\n<ul>\n<li class=\"MsoListParagraphCxSpFirst\">Tiles names are taken from the source HRDEMs.&nbsp; This avoids required separate code for every national mapping agency (and some, like the USGS, currently have at least 3 naming standards for their tiles).&nbsp; It also includes the survey date for some countries (currently only the USA).</li>\n<li class=\"MsoListParagraphCxSpMiddle\">&nbsp;Added three additional fields to the tile characteristics: Koppen climate classification (Rube and Kottek, 2010), Biome Name (Copernicus Land Monitoring Service, 2017) and average canopy height from the laser radar altimeters (NASA, 2026).</li>\n<li class=\"MsoListParagraphCxSpMiddle\">Three additional criteria in the mixed FUV database: KNCC, KPS, and MAD2.</li>\n<li class=\"MsoListParagraphCxSpMiddle\">One new LSP in the difference distribution data: TAN</li>\n<li class=\"MsoListParagraphCxSpMiddle\">Add collections to group test tiles in terms of when they were added to the analysis, and the reason.&nbsp; This database includes these new collections with new test tiles:</li>\n</ul>\n<p class=\"MsoListParagraphCxSpMiddle\">o&nbsp;&nbsp; Urban areas (107 tiles): these are problematic with 10x10 km tiles, since urban areas typically do not match the HRDEM tiles.</p>\n<p class=\"MsoListParagraphCxSpMiddle\">o&nbsp;&nbsp; Tropical areas (195 tiles).&nbsp; This greatly increases the representation of tropical forests, as measured by both the biome and the canopy height metrics.</p>\n<p class=\"MsoListParagraphCxSpMiddle\">o&nbsp;&nbsp; New (276 tiles).&nbsp; This adds a number of tiles from France and Canada, and a few new ones from the USA.</p>\n<p class=\"MsoListParagraphCxSpLast\">o&nbsp;&nbsp; Spanish deserts (48 tiles).&nbsp; Version 4 only had desert tiles in the USA and the Canary Islands, so this attempts to add more geographic diversity.</p>\n<p class=\"MsoNormal\">This database contains the following tables<strong>:</strong></p>\n<ul>\n<li class=\"MsoListParagraphCxSpFirst\">&nbsp; &nbsp; &nbsp; &nbsp; hrdem_source_ref.html: download and license details for the HRDEMs used to create reference DTM</li>\n<li class=\"MsoListParagraphCxSpMiddle\">&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;table_GDEM_download_license.html: download and license details for the test global DEMs</li>\n<li class=\"MsoListParagraphCxSpMiddle\">&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;demix_db_4.0_tile_characteristics_with_added_characteristics.csv : tile characteristics for the Guth (2025) database with the three new characteristics added</li>\n<li class=\"MsoListParagraphCxSpMiddle\">&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;demix_db_4.1_tile_stats_DB_04_14_26.csv: tile characteristics for the new test tiles</li>\n<li class=\"MsoListParagraphCxSpMiddle\">&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;demix_db_4.1_diff_distrib_DB_04_14_26.csv: results from the difference distribution criteria for the new test tiles</li>\n<li class=\"MsoListParagraphCxSpMiddle\">&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;demix_db_4.1_mixed_fuv_DB_04_14_26.csv: results from the FUV criteria for the new test tiles</li>\n</ul>\n<p class=\"MsoListParagraphCxSpLast\">&middot;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; &nbsp;</p>\n<p class=\"MsoNormal\"><strong>References:</strong></p>\n<p class=\"MsoListParagraphCxSpFirst\">&middot;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Bielski, C.; L&oacute;pez-V&aacute;zquez, C.; Grohmann, C.H.; Guth. P.L.; Hawker, L.; Gesch, D.; Trevisani, S.; Herrera-Cruz, V.; Riazanoff, S.; Corseaux, A.; Reuter, H.; Strobl, P., 2024. Novel approach for ranking DEMs: Copernicus DEM improves one arc second open global topography. IEEE Transactions on Geoscience &amp; Remote Sensing. &nbsp;vol. 62, pp. 1-22, 2024, Art no. 4503922, <a href=\"https://doi.org/10.1109/TGRS.2024.3368015\">https://doi.org/10.1109/TGRS.2024.3368015</a></p>\n<p class=\"MsoListParagraphCxSpMiddle\">&middot;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Copernicus Land Monitoring Service. (2017) Welcome to Ecoregions 2017&copy;Resolve. Available online: <a href=\"https://ecoregions.appspot.com/\">https://ecoregions.appspot.com/</a>&nbsp; (accessed on 9 April 2026).</p>\n<p class=\"MsoListParagraphCxSpMiddle\">&middot;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Guth, P. (2025). DEMIX GIS Database Version 4 (Version 4) [Data set]. Zenodo.&nbsp;<a href=\"https://doi.org/10.5281/zenodo.17538186\" rel=\"noopener\">https://doi.org/10.5281/zenodo.17538186</a>&nbsp;</p>\n<p class=\"MsoListParagraphCxSpMiddle\">&middot;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Guth, P.L.; Trevisani, S.; Grohmann, C.H.; Lindsay, J.; Gesch, D.; Hawker, L.; Bielski, C. Ranking of 10 Global One-Arc-Second DEMs Reveals Limitations in Terrain Morphology Representation. Remote Sens. 2024, 16, 3273. <a href=\"https://doi.org/10.3390/rs16173273\">https://doi.org/10.3390/rs16173273</a></p>\n<p class=\"MsoListParagraphCxSpMiddle\">&middot;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Guth, P.L.; and others 2025 (others being Trevisani, S.; Grohmann, C.H.; Lindsay, J.B.; Reuter, H.I. ) Benchmarking Elevation Plus Land Surface Parameters Finds FathomDEM and Copernicus DEM Win as Best Global DEMs.&nbsp;Remote Sens.&nbsp;2025,&nbsp;17, 3919. <a href=\"https://doi.org/10.3390/rs17233919\">https://doi.org/10.3390/rs17233919</a></p>\n<p class=\"MsoListParagraphCxSpMiddle\">&middot;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Guth, P.L.; Van Niekerk, A.; Grohmann, C.H.; Muller, J.-P.; Hawker, L.; Florinsky, I.V.; Gesch, D.; Reuter, H.I.; Herrera-Cruz, V.; Riazanoff, S.; L&oacute;pez-V&aacute;zquez, C.; Carabajal, C.C.; Albinet, C.; Strobl, P. Digital Elevation Models: Terminology and Definitions. Remote Sens. 2021, 13, 3581. <a href=\"https://doi.org/10.3390/rs13183581\">https://doi.org/10.3390/rs13183581</a></p>\n<p class=\"MsoListParagraphCxSpLast\">&middot;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; NASA. (2026) Global Vegetation Height Metrics from GEDI and ICESat2. Available online: <a href=\"https://data.nasa.gov/dataset/global-vegetation-height-metrics-from-gedi-and-icesat2-71ab5\">https://data.nasa.gov/dataset/global-vegetation-height-metrics-from-gedi-and-icesat2-71ab5</a>&nbsp; (accessed on 9 April 2026).</p>\n<ul>\n<li class=\"MsoNormal\">Rubel, F., and M. Kottek, 2010:&nbsp;Observed and projected climate shifts 1901-2100 depicted by world maps of the K&ouml;ppen-Geiger climate &nbsp;classification.&nbsp;Meteorol. Z.,&nbsp;19, 135-141. DOI: 10.1127/0941-2948/2010/0430.</li>\n</ul>\n<p class=\"MsoListParagraph\">&middot;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Strobl, P.A.; Bielski, C.; Guth, P.L.; Grohmann, C.H.; Muller, J.P.; L&oacute;pez-V&aacute;zquez, C.; Gesch, D.B.; Amatulli, G.; Riazanoff, S.; Carabajal, C. The Digital Elevation Model Intercomparison eXperiment DEMIX, a community based approach at global DEM benchmarking. Int. Arch. Photogramm. Remote Sens. Spat. Inf. Sci. 2021, XLIII-B4-2021, 395&ndash;400. <a href=\"https://doi.org/10.5194/isprs-archives-XLIII-B4-2021-395-2021\">https://doi.org/10.5194/isprs-archives-XLIII-B4-2021-395-2021</a></p>",
    "publication_date": "2026-04-14",
    "publisher": "Zenodo",
    "resource_type": {
      "id": "dataset",
      "title": {
        "de": "Datensatz",
        "en": "Dataset"
      }
    },
    "rights": [
      {
        "description": {
          "en": "The Creative Commons Attribution license allows re-distribution and re-use of a licensed work on the condition that the creator is appropriately credited."
        },
        "icon": "cc-by-icon",
        "id": "cc-by-4.0",
        "props": {
          "scheme": "spdx",
          "url": "https://creativecommons.org/licenses/by/4.0/legalcode"
        },
        "title": {
          "en": "Creative Commons Attribution 4.0 International"
        }
      }
    ],
    "title": "DEMIX GIS Database Version 4.1"
  },
  "parent": {
    "access": {
      "owned_by": {
        "user": "249787"
      },
      "settings": {
        "accept_conditions_text": null,
        "allow_guest_requests": false,
        "allow_user_requests": false,
        "secret_link_expiration": 0
      }
    },
    "communities": {
      "default": "c8b72cfb-7d4b-4655-819c-d46040fec12f",
      "entries": [
        {
          "access": {
            "member_policy": "open",
            "members_visibility": "public",
            "record_submission_policy": "open",
            "review_policy": "open",
            "visibility": "public"
          },
          "children": {
            "allow": false
          },
          "created": "2021-08-25T21:49:22.319418+00:00",
          "custom_fields": {},
          "deletion_status": {
            "is_deleted": false,
            "status": "P"
          },
          "id": "c8b72cfb-7d4b-4655-819c-d46040fec12f",
          "links": {},
          "metadata": {
            "description": "Geomorphometry is the science of quantitative land-surface analysis. The geomorphometry extracts of land-surface parameters and objects from digital elevation models (DEMs). Submission relate to everything you can extract from DEMs!",
            "page": "<p>This community collects papers, data, and software hosted by the International Society for Geomorphometry (<a href=\"https://geomorphometry.org/\">https://geomorphometry.org/</a> )</p>",
            "title": "Geomorphometry",
            "website": "https://www.geomorphometry.org/"
          },
          "revision_id": 3,
          "slug": "geomorphometry",
          "updated": "2025-11-17T02:57:03.298235+00:00"
        }
      ],
      "ids": [
        "c8b72cfb-7d4b-4655-819c-d46040fec12f"
      ]
    },
    "id": "19580662",
    "pids": {
      "doi": {
        "client": "datacite",
        "identifier": "10.5281/zenodo.19580662",
        "provider": "datacite"
      }
    }
  },
  "pids": {
    "doi": {
      "client": "datacite",
      "identifier": "10.5281/zenodo.19580663",
      "provider": "datacite"
    },
    "oai": {
      "identifier": "oai:zenodo.org:19580663",
      "provider": "oai"
    }
  },
  "revision_id": 4,
  "stats": {
    "all_versions": {
      "data_volume": 37573218.0,
      "downloads": 76,
      "unique_downloads": 70,
      "unique_views": 46,
      "views": 47
    },
    "this_version": {
      "data_volume": 37573218.0,
      "downloads": 76,
      "unique_downloads": 70,
      "unique_views": 46,
      "views": 47
    }
  },
  "status": "published",
  "swh": {},
  "updated": "2026-04-14T18:42:45.521050+00:00",
  "versions": {
    "index": 1,
    "is_latest": true
  }
}