{
  "access": {
    "embargo": {
      "active": false,
      "reason": null
    },
    "files": "public",
    "record": "public",
    "status": "open"
  },
  "created": "2022-08-01T00:56:36.165935+00:00",
  "custom_fields": {},
  "deletion_status": {
    "is_deleted": false,
    "status": "P"
  },
  "files": {
    "count": 1,
    "enabled": true,
    "entries": {
      "Echeverri_Smith_et_al_Tourism_analysis_script.R": {
        "access": {
          "hidden": false
        },
        "checksum": "md5:04225e47ae1e1ba2768a61cac6e7eb4a",
        "ext": "r",
        "id": "678455de-988c-435a-a100-f44866665e7e",
        "key": "Echeverri_Smith_et_al_Tourism_analysis_script.R",
        "links": {
          "content": "https://zenodo.org/api/records/6050802/files/Echeverri_Smith_et_al_Tourism_analysis_script.R/content",
          "self": "https://zenodo.org/api/records/6050802/files/Echeverri_Smith_et_al_Tourism_analysis_script.R"
        },
        "metadata": null,
        "mimetype": "application/octet-stream",
        "size": 69103,
        "storage_class": "L"
      }
    },
    "order": [],
    "total_bytes": 69103
  },
  "id": "6050802",
  "is_draft": false,
  "is_published": true,
  "links": {
    "access": "https://zenodo.org/api/records/6050802/access",
    "access_grants": "https://zenodo.org/api/records/6050802/access/grants",
    "access_links": "https://zenodo.org/api/records/6050802/access/links",
    "access_request": "https://zenodo.org/api/records/6050802/access/request",
    "access_users": "https://zenodo.org/api/records/6050802/access/users",
    "archive": "https://zenodo.org/api/records/6050802/files-archive",
    "archive_media": "https://zenodo.org/api/records/6050802/media-files-archive",
    "communities": "https://zenodo.org/api/records/6050802/communities",
    "communities-suggestions": "https://zenodo.org/api/records/6050802/communities-suggestions",
    "doi": "https://doi.org/10.5281/zenodo.6050802",
    "draft": "https://zenodo.org/api/records/6050802/draft",
    "file_modification": "https://zenodo.org/api/records/6050802/file-modification",
    "files": "https://zenodo.org/api/records/6050802/files",
    "latest": "https://zenodo.org/api/records/6050802/versions/latest",
    "latest_html": "https://zenodo.org/records/6050802/latest",
    "media_files": "https://zenodo.org/api/records/6050802/media-files",
    "parent": "https://zenodo.org/api/records/6050801",
    "parent_doi": "https://doi.org/10.5281/zenodo.6050801",
    "parent_doi_html": "https://zenodo.org/doi/10.5281/zenodo.6050801",
    "parent_html": "https://zenodo.org/records/6050801",
    "preview_html": "https://zenodo.org/records/6050802?preview=1",
    "quota_increase": "https://zenodo.org/api/records/6050802/quota-increase",
    "request_deletion": "https://zenodo.org/api/records/6050802/request-deletion",
    "requests": "https://zenodo.org/api/records/6050802/requests",
    "reserve_doi": "https://zenodo.org/api/records/6050802/draft/pids/doi",
    "self": "https://zenodo.org/api/records/6050802",
    "self_doi": "https://doi.org/10.5281/zenodo.6050802",
    "self_doi_html": "https://zenodo.org/doi/10.5281/zenodo.6050802",
    "self_html": "https://zenodo.org/records/6050802",
    "self_iiif_manifest": "https://zenodo.org/api/iiif/record:6050802/manifest",
    "self_iiif_sequence": "https://zenodo.org/api/iiif/record:6050802/sequence/default",
    "versions": "https://zenodo.org/api/records/6050802/versions"
  },
  "media_files": {
    "count": 0,
    "enabled": false,
    "entries": {},
    "order": [],
    "total_bytes": 0
  },
  "metadata": {
    "additional_descriptions": [
      {
        "description": "<p>The data contains rasters and CSVs necessary to run the code associated with the Echeverri, Smith, et al. PNAS paper titled: \"Biodiversity and infrastructure interact to drive tourism to and within Costa Rica\".\u00a0</p>\n<p>Scripts are available in: (https://github.com/jeffreysmith-jrs/natcapCR/blob/main/bin/tourismModel.R).</p>\n<p>These are modified versions of publicly available data (cited in the main MS) that allow reproducibility of results.</p>\n<p>The files and their descriptions are as followed:</p>\n<ul>\n<li>arm_diversity.tif: Map showing combined species richness of amphibians, reptiles, and mammals (unit: # of species)</li>\n<li>amphibians.tif: Map showing species richness of amphibians (unit: # of species)</li>\n<li>reptiles.tif: Map showing species richness of reptiles (unit: # of species)</li>\n<li>mammals.tif: Map showing species richness of mammals (unit: # of species)</li>\n<li>abirdDiversity.tif: Map showing species richness of birds (unit: # of species)</li>\n<li>abirdDiversity_te.tif: Map showing species richness of threatened and endemic bird species (see Costa_Rican_Birds_endemic_JZ.csv, unit: # of species)</li>\n<li>tree-cover.tif: Map showing percent tree cover (unit: percentage)</li>\n<li>distWater.tif: Map showing distance to water (unit: kilometers)</li>\n<li>distRoads.tif: Map showing distance to roads (unit: kilometers)</li>\n<li>distPAs.tif: Map showing distance to protected areas (unit: kilometers)</li>\n<li>hoteDensity.tif: Map showing hotel density (see Hotels_revised_duplicates_deleted.csv, unit: unitless index)</li>\n<li>fcover1.tif: Map showing percentage non-photosynthetic bare ground (unit: percentage)</li>\n<li>fcover2.tif: Map showing percentage photosynthetic ground cover (unit: percentage)</li>\n<li>fcover3.tif: Map showing percentage impervious ground cover (unit: percentage)</li>\n<li>bio1.tif: Map showing mean annual temperature (unit: degrees Celsius * 10)</li>\n<li>bio4.tif: Map showing temperature seasonality (unit: unitless)</li>\n<li>bio12.tif: Map showing mean annual precipitation (unit: millimeters)</li>\n<li>bio15.tif: Map showing precipitation seasonality (unit: millimeters)</li>\n<li>Hotels_revised_duplicates_deleted.csv: CSV filed containing georeferenced locations of Costa Rican hotels</li>\n<li>flickr.csv: CSV filed containing georeferenced locations of Flickr photos</li>\n<li>checklist_uploads.csv: CSV filed containing georeferenced locations of eBird checklists</li>\n<li>Costa_Rican_Birds_endemic_JZ.csv: CSV file containing data on which species are IUCN listed and/or endemic in Costa Rica compiled by paper co-author Jim Zook</li>\n</ul>\n<p><strong>In addition, we have included 6 result maps which allow for reproducibility of figures:</strong></p>\n<ul>\n<li>ebird_base.tif: Predicted tourism using model constructed with all predictor variables and eBird checklists (unit: index between 0 and 1)</li>\n<li>ebird_noBio.tif: Predicted tourism using model constructed without biodiversity predictor variables and eBird checklists (unit: index between 0 and 1)</li>\n<li>ebird_noInfra.tif: Predicted tourism using model constructed without infrastructure variables and eBird checklists (unit: index between 0 and 1)</li>\n<li>flickr_base.tif: Predicted tourism using model constructed with all predictor variables and flickr photos (unit: index between 0 and 1)</li>\n<li>flickr_noBio.tif: Predicted tourism using model constructed without biodiversity predictor variables and flickr photos (unit: index between 0 and 1)</li>\n<li>flickr_noInfra.tif: Predicted tourism using model constructed without infrastructure variables flickr photos (unit: index between 0 and 1)</li>\n</ul><p>Funding provided by: National Aeronautics and Space Administration<br>Award Number: 80NSSC18K0434</p><p>Funding provided by: Gordon and Betty Moore Foundation<br>Award Number: NA</p>",
        "type": {
          "id": "notes",
          "title": {
            "de": "Anmerkungen",
            "en": "Notes"
          }
        }
      }
    ],
    "creators": [
      {
        "affiliations": [
          {
            "name": "Stanford University"
          }
        ],
        "person_or_org": {
          "family_name": "Echeverri",
          "given_name": "Alejandra",
          "identifiers": [
            {
              "identifier": "0000-0002-8821-0509",
              "scheme": "orcid"
            }
          ],
          "name": "Echeverri, Alejandra",
          "type": "personal"
        }
      },
      {
        "affiliations": [
          {
            "name": "Princeton University"
          }
        ],
        "person_or_org": {
          "family_name": "Smith",
          "given_name": "Jeffrey R.",
          "name": "Smith, Jeffrey R.",
          "type": "personal"
        }
      },
      {
        "affiliations": [
          {
            "name": "University of California, Davis"
          }
        ],
        "person_or_org": {
          "family_name": "MacArthur-Waltz",
          "given_name": "Dylan",
          "identifiers": [
            {
              "identifier": "0000-0001-7704-2856",
              "scheme": "orcid"
            }
          ],
          "name": "MacArthur-Waltz, Dylan",
          "type": "personal"
        }
      },
      {
        "affiliations": [
          {
            "name": "University of California, Davis"
          }
        ],
        "person_or_org": {
          "family_name": "Lauck",
          "given_name": "Katherine S.",
          "identifiers": [
            {
              "identifier": "0000-0003-3303-5050",
              "scheme": "orcid"
            }
          ],
          "name": "Lauck, Katherine S.",
          "type": "personal"
        }
      },
      {
        "affiliations": [
          {
            "name": "SALO Sciences*"
          }
        ],
        "person_or_org": {
          "family_name": "Anderson",
          "given_name": "Christopher B.",
          "identifiers": [
            {
              "identifier": "0000-0001-7392-4368",
              "scheme": "orcid"
            }
          ],
          "name": "Anderson, Christopher B.",
          "type": "personal"
        }
      },
      {
        "affiliations": [
          {
            "name": "Ministerio de Ambiente y Energ\u00eda*"
          }
        ],
        "person_or_org": {
          "family_name": "Monge Vargas",
          "given_name": "Rafael",
          "name": "Monge Vargas, Rafael",
          "type": "personal"
        }
      },
      {
        "affiliations": [
          {
            "name": "Banco Central de Costa Rica*"
          }
        ],
        "person_or_org": {
          "family_name": "Alvarado Quesada",
          "given_name": "Irene",
          "name": "Alvarado Quesada, Irene",
          "type": "personal"
        }
      },
      {
        "affiliations": [
          {
            "name": "University of Washington"
          }
        ],
        "person_or_org": {
          "family_name": "Wood",
          "given_name": "Spencer A.",
          "identifiers": [
            {
              "identifier": "0000-0002-5794-2619",
              "scheme": "orcid"
            }
          ],
          "name": "Wood, Spencer A.",
          "type": "personal"
        }
      },
      {
        "affiliations": [
          {
            "name": "SPRING*"
          }
        ],
        "person_or_org": {
          "family_name": "Chaplin-Kramer",
          "given_name": "Rebecca",
          "identifiers": [
            {
              "identifier": "0000-0002-1539-5231",
              "scheme": "orcid"
            }
          ],
          "name": "Chaplin-Kramer, Rebecca",
          "type": "personal"
        }
      },
      {
        "affiliations": [
          {
            "name": "Stanford University"
          }
        ],
        "person_or_org": {
          "family_name": "Daily",
          "given_name": "Gretchen C.",
          "identifiers": [
            {
              "identifier": "0000-0003-1443-1111",
              "scheme": "orcid"
            }
          ],
          "name": "Daily, Gretchen C.",
          "type": "personal"
        }
      }
    ],
    "description": "Significance\n          Tourism accounts for roughly 10% of global gross domestic product, with nature-based tourism its fastest-growing sector in the past 10 years. Nature-based tourism can theoretically contribute to local and sustainable development by creating attractive livelihoods that support biodiversity conservation, but whether tourists prefer to visit more biodiverse destinations is poorly understood. We examine this question in Costa Rica and find that more biodiverse places tend indeed to attract more tourists, especially where there is infrastructure that makes these places more accessible. Safeguarding terrestrial biodiversity is critical to preserving the substantial economic benefits that countries derive from tourism. Investments in both biodiversity conservation and infrastructure are needed to allow biodiverse countries to rely on tourism for their sustainable development.",
    "publication_date": "2022-07-31",
    "publisher": "Zenodo",
    "related_identifiers": [
      {
        "identifier": "10.1073/pnas.2107662119",
        "relation_type": {
          "id": "iscitedby",
          "title": {
            "de": "Wird zitiert von",
            "en": "Is cited by"
          }
        },
        "scheme": "doi"
      },
      {
        "identifier": "10.5061/dryad.1ns1rn8w7",
        "relation_type": {
          "id": "issourceof",
          "title": {
            "de": "Ist Quelle von",
            "en": "Is source of"
          }
        },
        "scheme": "doi"
      }
    ],
    "resource_type": {
      "id": "software",
      "title": {
        "de": "Software",
        "en": "Software"
      }
    },
    "rights": [
      {
        "description": {
          "en": ""
        },
        "icon": "cc-by-nc-nd-icon",
        "id": "cc-by-nc-nd-4.0",
        "props": {
          "scheme": "spdx",
          "url": "https://creativecommons.org/licenses/by-nc-nd/4.0/legalcode"
        },
        "title": {
          "en": "Creative Commons Attribution Non Commercial No Derivatives 4.0 International"
        }
      }
    ],
    "subjects": [
      {
        "subject": "Earth Observation data"
      },
      {
        "subject": "Ecotourism"
      },
      {
        "subject": "MaxEnt"
      }
    ],
    "title": "Biodiversity and infrastructure interact to drive tourism to and within Costa Rica"
  },
  "parent": {
    "access": {
      "owned_by": {
        "user": "90070"
      }
    },
    "communities": {
      "default": "734b6452-1f40-4db0-b218-08ab1d568b7f",
      "entries": [
        {
          "access": {
            "member_policy": "open",
            "members_visibility": "public",
            "record_submission_policy": "open",
            "review_policy": "open",
            "visibility": "public"
          },
          "children": {
            "allow": false
          },
          "created": "2020-02-04T14:03:17.992421+00:00",
          "custom_fields": {},
          "deletion_status": {
            "is_deleted": false,
            "status": "P"
          },
          "id": "734b6452-1f40-4db0-b218-08ab1d568b7f",
          "links": {},
          "metadata": {
            "curation_policy": "<p>The Dryad collection in Zenodo contains datasets mirrored from the Dryad Digital Repository. If you want your dataset to appear here, submit it through <a href=\"https://datadryad.org\">https://datadryad.org</a>. No other datasets will be accepted.</p>",
            "description": "Dryad is an international open-access repository of research data, especially data underlying scientific and medical publications. Dryad is a curated general-purpose repository that makes data discoverable, freely reusable, and citable.",
            "organizations": [
              {
                "id": "00x6h5n95"
              }
            ],
            "page": "<p>Dryad is a community-governed open data publishing and curation repository. Through Dryad and Zenodo&#39;s partnership, Zenodo hosts a preservation copy of Dryad datasets, available through this Zenodo Community. For more information or to access the original published datasets, visit&nbsp;<a href=\"https://datadryad.org/\">https://datadryad.org</a>.</p>",
            "title": "Dryad",
            "type": {
              "id": "organization"
            },
            "website": "https://datadryad.org"
          },
          "revision_id": 3,
          "slug": "dryad",
          "updated": "2024-02-01T21:26:57.292847+00:00"
        }
      ],
      "ids": [
        "734b6452-1f40-4db0-b218-08ab1d568b7f"
      ]
    },
    "id": "6050801",
    "pids": {
      "doi": {
        "client": "datacite",
        "identifier": "10.5281/zenodo.6050801",
        "provider": "datacite"
      }
    }
  },
  "pids": {
    "doi": {
      "client": "datacite",
      "identifier": "10.5281/zenodo.6050802",
      "provider": "datacite"
    },
    "oai": {
      "identifier": "oai:zenodo.org:6050802",
      "provider": "oai"
    }
  },
  "revision_id": 2,
  "stats": {
    "all_versions": {
      "data_volume": 2003987.0,
      "downloads": 29,
      "unique_downloads": 28,
      "unique_views": 99,
      "views": 101
    },
    "this_version": {
      "data_volume": 2003987.0,
      "downloads": 29,
      "unique_downloads": 28,
      "unique_views": 99,
      "views": 101
    }
  },
  "status": "published",
  "swh": {},
  "updated": "2022-08-01T01:49:14.843234+00:00",
  "versions": {
    "index": 1,
    "is_latest": true
  }
}