Item talk:Q57670: Difference between revisions

From geokb
(Wrote fresh schema.org document to item wiki page)
(Update item cache)
 
Line 1: Line 1:
{"@context": "https://schema.org", "@type": "CreativeWork", "additionalType": "USGS Numbered Series", "name": "Modeling habitat for Marbled Murrelets on the Siuslaw National Forest, Oregon, using lidar data", "identifier": [{"@type": "PropertyValue", "propertyID": "USGS Publications Warehouse IndexID", "value": "ofr20181035", "url": "https://pubs.usgs.gov/publication/ofr20181035"}, {"@type": "PropertyValue", "propertyID": "USGS Publications Warehouse Internal ID", "value": 70195847}, {"@type": "PropertyValue", "propertyID": "DOI", "value": "10.3133/ofr20181035", "url": "https://doi.org/10.3133/ofr20181035"}], "inLanguage": "en", "isPartOf": [{"@type": "CreativeWorkSeries", "name": "Open-File Report"}], "datePublished": "2018", "dateModified": "2018-03-29", "abstract": "Habitat models using lidar-derived variables that quantify fine-scale variation in vegetation structure can improve the accuracy of occupancy estimates for canopy-dwelling species over models that use variables derived from other remote sensing techniques. However, the ability of models developed at such a fine spatial scale to maintain accuracy at regional or larger spatial scales has not been tested. We tested the transferability of a lidar-based habitat model for the threatened Marbled Murrelet (Brachyramphus marmoratus) between two management districts within a larger regional conservation zone in coastal western Oregon. We compared the performance of the transferred model against models developed with data from the application location. The transferred model had good discrimination (AUC = 0.73) at the application location, and model performance was further improved by fitting the original model with coefficients from the application location dataset (AUC = 0.79). However, the model selection procedure indicated that neither of these transferred models were considered competitive with a model trained on local data. The new model trained on data from the application location resulted in the selection of a slightly different set of lidar metrics from the original model, but both transferred and locally trained models consistently indicated positive relationships between the probability of occupancy and lidar measures of canopy structural complexity. We conclude that while the locally trained model had superior performance for local application, the transferred model could reasonably be applied to the entire conservation zone.", "description": "iv, 21 p.", "publisher": {"@type": "Organization", "name": "U.S. Geological Survey"}, "author": [{"@type": "Person", "name": "Aragon, Ramiro", "givenName": "Ramiro", "familyName": "Aragon"}, {"@type": "Person", "name": "Haggerty, Patricia", "givenName": "Patricia", "familyName": "Haggerty", "identifier": {"@type": "PropertyValue", "propertyID": "ORCID", "value": "0000-0003-0834-8143", "url": "https://orcid.org/0000-0003-0834-8143"}, "affiliation": [{"@type": "Organization", "name": "Forest and Rangeland Ecosystem Science Center", "url": "https://www.usgs.gov/centers/forest-and-rangeland-ecosystem-science-center"}]}, {"@type": "Person", "name": "Hollenbeck, Jeff P. jhollenbeck@usgs.gov", "givenName": "Jeff P.", "familyName": "Hollenbeck", "email": "jhollenbeck@usgs.gov", "identifier": {"@type": "PropertyValue", "propertyID": "ORCID", "value": "0000-0001-6481-5354", "url": "https://orcid.org/0000-0001-6481-5354"}, "affiliation": [{"@type": "Organization", "name": "Forest and Rangeland Ecosys Science Center", "url": "https://www.usgs.gov/centers/forest-and-rangeland-ecosystem-science-center"}, {"@type": "Organization", "name": "Forest and Rangeland Ecosystem Science Center", "url": "https://www.usgs.gov/centers/forest-and-rangeland-ecosystem-science-center"}]}, {"@type": "Person", "name": "Hagar, Joan C. joan_hagar@usgs.gov", "givenName": "Joan C.", "familyName": "Hagar", "email": "joan_hagar@usgs.gov", "identifier": {"@type": "PropertyValue", "propertyID": "ORCID", "value": "0000-0002-3044-6607", "url": "https://orcid.org/0000-0002-3044-6607"}, "affiliation": [{"@type": "Organization", "name": "Forest and Rangeland Ecosystem Science Center", "url": "https://www.usgs.gov/centers/forest-and-rangeland-ecosystem-science-center"}]}], "funder": [{"@type": "Organization", "name": "Forest and Rangeland Ecosystem Science Center", "url": "https://www.usgs.gov/centers/forest-and-rangeland-ecosystem-science-center"}], "spatialCoverage": [{"@type": "Place", "additionalType": "country", "name": "United States", "url": "https://geonames.org/6252001"}, {"@type": "Place", "additionalType": "state", "name": "Oregon", "url": "https://geonames.org/5744337"}, {"@type": "Place", "additionalType": "unknown", "name": "Siuslaw National Forest", "url": "https://geonames.org/9409737"}, {"@type": "Place", "geo": [{"@type": "GeoShape", "additionalProperty": {"@type": "PropertyValue", "name": "GeoJSON", "value": {"type": "FeatureCollection", "features": [{"type": "Feature", "properties": {}, "geometry": {"type": "Polygon", "coordinates": [[[-124.68383789062499, 41.9921602333763], [-123.28857421875, 41.9921602333763], [-123.28857421875, 45.62172169252446], [-124.68383789062499, 45.62172169252446], [-124.68383789062499, 41.9921602333763]]]}}]}}}, {"@type": "GeoCoordinates", "latitude": 43.806940962950385, "longitude": -123.98620605468751}]}]}
{
  "USGS Publications Warehouse": {
    "schema": {
      "@context": "https://schema.org",
      "@type": "CreativeWork",
      "additionalType": "USGS Numbered Series",
      "name": "Modeling habitat for Marbled Murrelets on the Siuslaw National Forest, Oregon, using lidar data",
      "identifier": [
        {
          "@type": "PropertyValue",
          "propertyID": "USGS Publications Warehouse IndexID",
          "value": "ofr20181035",
          "url": "https://pubs.usgs.gov/publication/ofr20181035"
        },
        {
          "@type": "PropertyValue",
          "propertyID": "USGS Publications Warehouse Internal ID",
          "value": 70195847
        },
        {
          "@type": "PropertyValue",
          "propertyID": "DOI",
          "value": "10.3133/ofr20181035",
          "url": "https://doi.org/10.3133/ofr20181035"
        }
      ],
      "inLanguage": "en",
      "isPartOf": [
        {
          "@type": "CreativeWorkSeries",
          "name": "Open-File Report"
        }
      ],
      "datePublished": "2018",
      "dateModified": "2018-03-29",
      "abstract": "Habitat models using lidar-derived variables that quantify fine-scale variation in vegetation structure can improve the accuracy of occupancy estimates for canopy-dwelling species over models that use variables derived from other remote sensing techniques. However, the ability of models developed at such a fine spatial scale to maintain accuracy at regional or larger spatial scales has not been tested. We tested the transferability of a lidar-based habitat model for the threatened Marbled Murrelet (Brachyramphus marmoratus) between two management districts within a larger regional conservation zone in coastal western Oregon. We compared the performance of the transferred model against models developed with data from the application location. The transferred model had good discrimination (AUC = 0.73) at the application location, and model performance was further improved by fitting the original model with coefficients from the application location dataset (AUC = 0.79). However, the model selection procedure indicated that neither of these transferred models were considered competitive with a model trained on local data. The new model trained on data from the application location resulted in the selection of a slightly different set of lidar metrics from the original model, but both transferred and locally trained models consistently indicated positive relationships between the probability of occupancy and lidar measures of canopy structural complexity. We conclude that while the locally trained model had superior performance for local application, the transferred model could reasonably be applied to the entire conservation zone.",
      "description": "iv, 21 p.",
      "publisher": {
        "@type": "Organization",
        "name": "U.S. Geological Survey"
      },
      "author": [
        {
          "@type": "Person",
          "name": "Aragon, Ramiro",
          "givenName": "Ramiro",
          "familyName": "Aragon"
        },
        {
          "@type": "Person",
          "name": "Haggerty, Patricia",
          "givenName": "Patricia",
          "familyName": "Haggerty",
          "identifier": {
            "@type": "PropertyValue",
            "propertyID": "ORCID",
            "value": "0000-0003-0834-8143",
            "url": "https://orcid.org/0000-0003-0834-8143"
          },
          "affiliation": [
            {
              "@type": "Organization",
              "name": "Forest and Rangeland Ecosystem Science Center",
              "url": "https://www.usgs.gov/centers/forest-and-rangeland-ecosystem-science-center"
            }
          ]
        },
        {
          "@type": "Person",
          "name": "Hollenbeck, Jeff P. jhollenbeck@usgs.gov",
          "givenName": "Jeff P.",
          "familyName": "Hollenbeck",
          "email": "jhollenbeck@usgs.gov",
          "identifier": {
            "@type": "PropertyValue",
            "propertyID": "ORCID",
            "value": "0000-0001-6481-5354",
            "url": "https://orcid.org/0000-0001-6481-5354"
          },
          "affiliation": [
            {
              "@type": "Organization",
              "name": "Forest and Rangeland Ecosystem Science Center",
              "url": "https://www.usgs.gov/centers/forest-and-rangeland-ecosystem-science-center"
            },
            {
              "@type": "Organization",
              "name": "Forest and Rangeland Ecosys Science Center",
              "url": "https://www.usgs.gov/centers/forest-and-rangeland-ecosystem-science-center"
            }
          ]
        },
        {
          "@type": "Person",
          "name": "Hagar, Joan C. joan_hagar@usgs.gov",
          "givenName": "Joan C.",
          "familyName": "Hagar",
          "email": "joan_hagar@usgs.gov",
          "identifier": {
            "@type": "PropertyValue",
            "propertyID": "ORCID",
            "value": "0000-0002-3044-6607",
            "url": "https://orcid.org/0000-0002-3044-6607"
          },
          "affiliation": [
            {
              "@type": "Organization",
              "name": "Forest and Rangeland Ecosystem Science Center",
              "url": "https://www.usgs.gov/centers/forest-and-rangeland-ecosystem-science-center"
            }
          ]
        }
      ],
      "funder": [
        {
          "@type": "Organization",
          "name": "Forest and Rangeland Ecosystem Science Center",
          "url": "https://www.usgs.gov/centers/forest-and-rangeland-ecosystem-science-center"
        }
      ],
      "spatialCoverage": [
        {
          "@type": "Place",
          "additionalType": "country",
          "name": "United States",
          "url": "https://geonames.org/4074035"
        },
        {
          "@type": "Place",
          "additionalType": "state",
          "name": "Oregon"
        },
        {
          "@type": "Place",
          "additionalType": "unknown",
          "name": "Siuslaw National Forest",
          "url": "https://geonames.org/5752157"
        },
        {
          "@type": "Place",
          "geo": [
            {
              "@type": "GeoShape",
              "additionalProperty": {
                "@type": "PropertyValue",
                "name": "GeoJSON",
                "value": {
                  "type": "FeatureCollection",
                  "features": [
                    {
                      "type": "Feature",
                      "properties": {},
                      "geometry": {
                        "type": "Polygon",
                        "coordinates": [
                          [
                            [
                              -124.68383789062499,
                              41.9921602333763
                            ],
                            [
                              -123.28857421875,
                              41.9921602333763
                            ],
                            [
                              -123.28857421875,
                              45.62172169252446
                            ],
                            [
                              -124.68383789062499,
                              45.62172169252446
                            ],
                            [
                              -124.68383789062499,
                              41.9921602333763
                            ]
                          ]
                        ]
                      }
                    }
                  ]
                }
              }
            },
            {
              "@type": "GeoCoordinates",
              "latitude": 43.806940962950385,
              "longitude": -123.98620605468751
            }
          ]
        }
      ]
    }
  },
  "OpenAlex": {
    "abstract_inverted_index": {
      "First": [
        0
      ],
      "posted": [
        1
      ],
      "March": [
        2
      ],
      "28,": [
        3
      ],
      "2018": [
        4
      ],
      "For": [
        5
      ],
      "additional": [
        6
      ],
      "information,": [
        7
      ],
      "contact:": [
        8
      ],
      "Director,": [
        9
      ],
      "Forest": [
        10
      ],
      "and": [
        11,
        146,
        218,
        231
      ],
      "Rangeland": [
        12
      ],
      "Ecosystem": [
        13
      ],
      "Science": [
        14
      ],
      "Center": [
        15
      ],
      "U.S.": [
        16
      ],
      "Geological": [
        17
      ],
      "Survey": [
        18
      ],
      "777": [
        19
      ],
      "NW": [
        20
      ],
      "9th": [
        21
      ],
      "St.,": [
        22
      ],
      "Suite": [
        23
      ],
      "400": [
        24
      ],
      "Corvallis,": [
        25
      ],
      "Oregon": [
        26
      ],
      "97330": [
        27
      ],
      "Habitat": [
        28
      ],
      "models": [
        29,
        51,
        65,
        125,
        178,
        221
      ],
      "using": [
        30
      ],
      "lidar-derived": [
        31
      ],
      "variables": [
        32,
        54
      ],
      "that": [
        33,
        52,
        173,
        240
      ],
      "quantify": [
        34
      ],
      "fine-scale": [
        35
      ],
      "variation": [
        36
      ],
      "in": [
        37,
        112,
        200
      ],
      "vegetation": [
        38
      ],
      "structure": [
        39
      ],
      "can": [
        40
      ],
      "improve": [
        41
      ],
      "the": [
        42,
        62,
        88,
        96,
        118,
        121,
        130,
        143,
        154,
        160,
        168,
        196,
        201,
        212,
        227,
        242,
        252,
        260
      ],
      "accuracy": [
        43,
        75
      ],
      "of": [
        44,
        64,
        90,
        120,
        175,
        203,
        208,
        229,
        234
      ],
      "occupancy": [
        45,
        230
      ],
      "estimates": [
        46
      ],
      "for": [
        47,
        95,
        249
      ],
      "canopy-dwelling": [
        48
      ],
      "species": [
        49
      ],
      "over": [
        50
      ],
      "use": [
        53
      ],
      "derived": [
        55
      ],
      "from": [
        56,
        129,
        159,
        195,
        211
      ],
      "other": [
        57
      ],
      "remote": [
        58
      ],
      "sensing": [
        59
      ],
      "techniques.": [
        60
      ],
      "However,": [
        61,
        167
      ],
      "ability": [
        63
      ],
      "developed": [
        66,
        126
      ],
      "at": [
        67,
        76,
        142
      ],
      "such": [
        68
      ],
      "a": [
        69,
        91,
        107,
        183,
        204
      ],
      "fine": [
        70
      ],
      "spatial": [
        71,
        80
      ],
      "scale": [
        72
      ],
      "to": [
        73,
        259
      ],
      "maintain": [
        74
      ],
      "regional": [
        77,
        109
      ],
      "or": [
        78
      ],
      "larger": [
        79,
        108
      ],
      "scales": [
        81
      ],
      "has": [
        82
      ],
      "not": [
        83
      ],
      "been": [
        84
      ],
      "tested.": [
        85
      ],
      "We": [
        86,
        116,
        238
      ],
      "tested": [
        87
      ],
      "transferability": [
        89
      ],
      "lidar-based": [
        92
      ],
      "habitat": [
        93
      ],
      "model": [
        94,
        123,
        135,
        147,
        156,
        169,
        184,
        191,
        245,
        254
      ],
      "threatened": [
        97
      ],
      "Marbled": [
        98
      ],
      "Murrelet": [
        99
      ],
      "(Brachyramphus": [
        100
      ],
      "marmoratus)": [
        101
      ],
      "between": [
        102,
        226
      ],
      "two": [
        103
      ],
      "management": [
        104
      ],
      "districts": [
        105
      ],
      "within": [
        106
      ],
      "conservation": [
        110,
        262
      ],
      "zone": [
        111
      ],
      "coastal": [
        113
      ],
      "western": [
        114
      ],
      "Oregon.": [
        115
      ],
      "compared": [
        117
      ],
      "performance": [
        119,
        148,
        248
      ],
      "transferred": [
        122,
        134,
        177,
        217,
        253
      ],
      "against": [
        124
      ],
      "with": [
        127,
        157,
        182
      ],
      "data": [
        128,
        194
      ],
      "application": [
        131,
        144,
        161,
        197
      ],
      "location.": [
        132
      ],
      "The": [
        133,
        189
      ],
      "had": [
        136,
        246
      ],
      "good": [
        137
      ],
      "discrimination": [
        138
      ],
      "(AUC": [
        139,
        164
      ],
      "=": [
        140,
        165
      ],
      "0.73)": [
        141
      ],
      "location,": [
        145
      ],
      "was": [
        149
      ],
      "further": [
        150
      ],
      "improved": [
        151
      ],
      "by": [
        152
      ],
      "fitting": [
        153
      ],
      "original": [
        155,
        213
      ],
      "coefficients": [
        158
      ],
      "location": [
        162,
        198
      ],
      "dataset": [
        163
      ],
      "0.79).": [
        166
      ],
      "selection": [
        170,
        202
      ],
      "procedure": [
        171
      ],
      "indicated": [
        172,
        223
      ],
      "neither": [
        174
      ],
      "these": [
        176
      ],
      "were": [
        179
      ],
      "considered": [
        180
      ],
      "competitive": [
        181
      ],
      "trained": [
        185,
        192,
        220,
        244
      ],
      "on": [
        186,
        193
      ],
      "local": [
        187,
        250
      ],
      "data.": [
        188
      ],
      "new": [
        190
      ],
      "resulted": [
        199
      ],
      "slightly": [
        205
      ],
      "different": [
        206
      ],
      "set": [
        207
      ],
      "lidar": [
        209,
        232
      ],
      "metrics": [
        210
      ],
      "model,": [
        214
      ],
      "but": [
        215
      ],
      "both": [
        216
      ],
      "locally": [
        219,
        243
      ],
      "consistently": [
        222
      ],
      "positive": [
        224
      ],
      "relationships": [
        225
      ],
      "probability": [
        228
      ],
      "measures": [
        233
      ],
      "canopy": [
        235
      ],
      "structural": [
        236
      ],
      "complexity.": [
        237
      ],
      "conclude": [
        239
      ],
      "while": [
        241
      ],
      "superior": [
        247
      ],
      "application,": [
        251
      ],
      "could": [
        255
      ],
      "reasonably": [
        256
      ],
      "be": [
        257
      ],
      "applied": [
        258
      ],
      "entire": [
        261
      ],
      "zone.": [
        263
      ]
    },
    "apc_list": null,
    "apc_paid": null,
    "authorships": [
      {
        "author_position": "first",
        "author": {
          "id": "https://openalex.org/A5075514361",
          "display_name": "Joan C. Hagar",
          "orcid": "https://orcid.org/0000-0002-3044-6607"
        },
        "institutions": [],
        "countries": [],
        "is_corresponding": false,
        "raw_author_name": "Joan C. Hagar",
        "raw_affiliation_strings": [],
        "affiliations": []
      },
      {
        "author_position": "middle",
        "author": {
          "id": "https://openalex.org/A5048513206",
          "display_name": "Ramiro Aragon",
          "orcid": null
        },
        "institutions": [],
        "countries": [],
        "is_corresponding": false,
        "raw_author_name": "Ramiro Aragon",
        "raw_affiliation_strings": [],
        "affiliations": []
      },
      {
        "author_position": "middle",
        "author": {
          "id": "https://openalex.org/A5029814753",
          "display_name": "Patricia K. Haggerty",
          "orcid": "https://orcid.org/0000-0003-0834-8143"
        },
        "institutions": [],
        "countries": [],
        "is_corresponding": false,
        "raw_author_name": "Patricia Haggerty",
        "raw_affiliation_strings": [],
        "affiliations": []
      },
      {
        "author_position": "last",
        "author": {
          "id": "https://openalex.org/A5031262615",
          "display_name": "Jeff P. Hollenbeck",
          "orcid": "https://orcid.org/0000-0001-6481-5354"
        },
        "institutions": [],
        "countries": [],
        "is_corresponding": false,
        "raw_author_name": "Jeff P. Hollenbeck",
        "raw_affiliation_strings": [],
        "affiliations": []
      }
    ],
    "best_oa_location": {
      "is_oa": true,
      "landing_page_url": "https://doi.org/10.3133/ofr20181035",
      "pdf_url": "https://pubs.usgs.gov/of/2018/1035/ofr20181035.pdf",
      "source": {
        "id": "https://openalex.org/S4210194219",
        "display_name": "Antarctica A Keystone in a Changing World",
        "issn_l": "0196-1497",
        "issn": [
          "0196-1497",
          "2331-1258",
          "2332-4899"
        ],
        "is_oa": true,
        "is_in_doaj": false,
        "is_core": true,
        "host_organization": "https://openalex.org/P4310316088",
        "host_organization_name": "United States Department of the Interior",
        "host_organization_lineage": [
          "https://openalex.org/P4310316088"
        ],
        "host_organization_lineage_names": [
          "United States Department of the Interior"
        ],
        "type": "journal"
      },
      "license": null,
      "license_id": null,
      "version": "publishedVersion",
      "is_accepted": true,
      "is_published": true
    },
    "biblio": {
      "volume": null,
      "issue": null,
      "first_page": null,
      "last_page": null
    },
    "citation_normalized_percentile": {
      "value": 0.524079,
      "is_in_top_1_percent": false,
      "is_in_top_10_percent": false
    },
    "cited_by_api_url": "https://api.openalex.org/works?filter=cites:W2795189838",
    "cited_by_count": 2,
    "cited_by_percentile_year": {
      "min": 72,
      "max": 76
    },
    "concepts": [
      {
        "id": "https://openalex.org/c51399673",
        "wikidata": "https://www.wikidata.org/wiki/Q504027",
        "display_name": "Lidar",
        "level": 2,
        "score": 0.84357226,
        "qid": "Q158843"
      },
      {
        "id": "https://openalex.org/c160331591",
        "wikidata": "https://www.wikidata.org/wiki/Q7075743",
        "display_name": "Occupancy",
        "level": 2,
        "score": 0.60397696,
        "qid": null
      },
      {
        "id": "https://openalex.org/c185933670",
        "wikidata": "https://www.wikidata.org/wiki/Q52105",
        "display_name": "Habitat",
        "level": 2,
        "score": 0.55685455,
        "qid": null
      },
      {
        "id": "https://openalex.org/c24518262",
        "wikidata": "https://www.wikidata.org/wiki/Q16197023",
        "display_name": "Threatened species",
        "level": 3,
        "score": 0.5471217,
        "qid": null
      },
      {
        "id": "https://openalex.org/c39432304",
        "wikidata": "https://www.wikidata.org/wiki/Q188847",
        "display_name": "Environmental science",
        "level": 0,
        "score": 0.53243107,
        "qid": "Q166085"
      },
      {
        "id": "https://openalex.org/c2776133958",
        "wikidata": "https://www.wikidata.org/wiki/Q7918366",
        "display_name": "Vegetation (pathology)",
        "level": 2,
        "score": 0.47712994,
        "qid": null
      },
      {
        "id": "https://openalex.org/c2778755073",
        "wikidata": "https://www.wikidata.org/wiki/Q10858537",
        "display_name": "Scale (ratio)",
        "level": 2,
        "score": 0.45927885,
        "qid": null
      },
      {
        "id": "https://openalex.org/c205649164",
        "wikidata": "https://www.wikidata.org/wiki/Q1071",
        "display_name": "Geography",
        "level": 0,
        "score": 0.4420011,
        "qid": "Q158983"
      },
      {
        "id": "https://openalex.org/c62649853",
        "wikidata": "https://www.wikidata.org/wiki/Q199687",
        "display_name": "Remote sensing",
        "level": 1,
        "score": 0.37815318,
        "qid": "Q158877"
      },
      {
        "id": "https://openalex.org/c18903297",
        "wikidata": "https://www.wikidata.org/wiki/Q7150",
        "display_name": "Ecology",
        "level": 1,
        "score": 0.27579647,
        "qid": "Q158972"
      },
      {
        "id": "https://openalex.org/c58640448",
        "wikidata": "https://www.wikidata.org/wiki/Q42515",
        "display_name": "Cartography",
        "level": 1,
        "score": 0.27561975,
        "qid": "Q158966"
      },
      {
        "id": "https://openalex.org/c86803240",
        "wikidata": "https://www.wikidata.org/wiki/Q420",
        "display_name": "Biology",
        "level": 0,
        "score": 0.0,
        "qid": "Q158998"
      },
      {
        "id": "https://openalex.org/c71924100",
        "wikidata": "https://www.wikidata.org/wiki/Q11190",
        "display_name": "Medicine",
        "level": 0,
        "score": 0.0,
        "qid": "Q166104"
      },
      {
        "id": "https://openalex.org/c142724271",
        "wikidata": "https://www.wikidata.org/wiki/Q7208",
        "display_name": "Pathology",
        "level": 1,
        "score": 0.0,
        "qid": "Q166260"
      }
    ],
    "corresponding_author_ids": [],
    "corresponding_institution_ids": [],
    "countries_distinct_count": 0,
    "counts_by_year": [
      {
        "year": 2024,
        "cited_by_count": 1
      },
      {
        "year": 2018,
        "cited_by_count": 1
      }
    ],
    "created_date": "2018-04-06",
    "datasets": [],
    "display_name": "Modeling habitat for Marbled Murrelets on the Siuslaw National Forest, Oregon, using lidar data",
    "doi": "https://doi.org/10.3133/ofr20181035",
    "fulltext_origin": "pdf",
    "fwci": 0.122,
    "grants": [],
    "has_fulltext": true,
    "id": "https://openalex.org/W2795189838",
    "ids": {
      "openalex": "https://openalex.org/W2795189838",
      "doi": "https://doi.org/10.3133/ofr20181035",
      "mag": "2795189838"
    },
    "indexed_in": [
      "crossref"
    ],
    "institutions_distinct_count": 0,
    "is_paratext": false,
    "is_retracted": false,
    "keywords": [
      {
        "id": "https://openalex.org/keywords/occupancy",
        "display_name": "Occupancy",
        "score": 0.60397696
      },
      {
        "id": "https://openalex.org/keywords/habitat-suitability",
        "display_name": "Habitat Suitability",
        "score": 0.573712
      },
      {
        "id": "https://openalex.org/keywords/species-distribution-modeling",
        "display_name": "Species Distribution Modeling",
        "score": 0.536557
      },
      {
        "id": "https://openalex.org/keywords/global-forest-mapping",
        "display_name": "Global Forest Mapping",
        "score": 0.526667
      },
      {
        "id": "https://openalex.org/keywords/biomass-estimation",
        "display_name": "Biomass Estimation",
        "score": 0.517004
      },
      {
        "id": "https://openalex.org/keywords/lidar-remote-sensing",
        "display_name": "Lidar Remote Sensing",
        "score": 0.51676
      }
    ],
    "language": "en",
    "locations": [
      {
        "is_oa": true,
        "landing_page_url": "https://doi.org/10.3133/ofr20181035",
        "pdf_url": "https://pubs.usgs.gov/of/2018/1035/ofr20181035.pdf",
        "source": {
          "id": "https://openalex.org/S4210194219",
          "display_name": "Antarctica A Keystone in a Changing World",
          "issn_l": "0196-1497",
          "issn": [
            "0196-1497",
            "2331-1258",
            "2332-4899"
          ],
          "is_oa": true,
          "is_in_doaj": false,
          "is_core": true,
          "host_organization": "https://openalex.org/P4310316088",
          "host_organization_name": "United States Department of the Interior",
          "host_organization_lineage": [
            "https://openalex.org/P4310316088"
          ],
          "host_organization_lineage_names": [
            "United States Department of the Interior"
          ],
          "type": "journal"
        },
        "license": null,
        "license_id": null,
        "version": "publishedVersion",
        "is_accepted": true,
        "is_published": true
      }
    ],
    "locations_count": 1,
    "mesh": [],
    "ngrams_url": "https://api.openalex.org/works/W2795189838/ngrams",
    "open_access": {
      "is_oa": true,
      "oa_status": "gold",
      "oa_url": "https://pubs.usgs.gov/of/2018/1035/ofr20181035.pdf",
      "any_repository_has_fulltext": false
    },
    "primary_location": {
      "is_oa": true,
      "landing_page_url": "https://doi.org/10.3133/ofr20181035",
      "pdf_url": "https://pubs.usgs.gov/of/2018/1035/ofr20181035.pdf",
      "source": {
        "id": "https://openalex.org/S4210194219",
        "display_name": "Antarctica A Keystone in a Changing World",
        "issn_l": "0196-1497",
        "issn": [
          "0196-1497",
          "2331-1258",
          "2332-4899"
        ],
        "is_oa": true,
        "is_in_doaj": false,
        "is_core": true,
        "host_organization": "https://openalex.org/P4310316088",
        "host_organization_name": "United States Department of the Interior",
        "host_organization_lineage": [
          "https://openalex.org/P4310316088"
        ],
        "host_organization_lineage_names": [
          "United States Department of the Interior"
        ],
        "type": "journal"
      },
      "license": null,
      "license_id": null,
      "version": "publishedVersion",
      "is_accepted": true,
      "is_published": true
    },
    "primary_topic": {
      "id": "https://openalex.org/T11164",
      "display_name": "Mapping Forests with Lidar Remote Sensing",
      "score": 0.9995,
      "subfield": {
        "id": "https://openalex.org/subfields/2305",
        "display_name": "Environmental Engineering"
      },
      "field": {
        "id": "https://openalex.org/fields/23",
        "display_name": "Environmental Science"
      },
      "domain": {
        "id": "https://openalex.org/domains/3",
        "display_name": "Physical Sciences"
      }
    },
    "publication_date": "2018-01-01",
    "publication_year": 2018,
    "referenced_works": [
      "https://openalex.org/W1523713745",
      "https://openalex.org/W1994961181",
      "https://openalex.org/W2009435671",
      "https://openalex.org/W2021345177",
      "https://openalex.org/W2031687681",
      "https://openalex.org/W2048463265",
      "https://openalex.org/W2089454337",
      "https://openalex.org/W2115268776",
      "https://openalex.org/W2123337039",
      "https://openalex.org/W2166103181",
      "https://openalex.org/W2169443708",
      "https://openalex.org/W2493327733",
      "https://openalex.org/W2531696045",
      "https://openalex.org/W2533683996",
      "https://openalex.org/W2730943893",
      "https://openalex.org/W4244513480",
      "https://openalex.org/W4246711051"
    ],
    "referenced_works_count": 17,
    "related_works": [
      "https://openalex.org/W826943449",
      "https://openalex.org/W4313547777",
      "https://openalex.org/W2899084033",
      "https://openalex.org/W2768326488",
      "https://openalex.org/W2487834875",
      "https://openalex.org/W2351984678",
      "https://openalex.org/W2156983273",
      "https://openalex.org/W2136572892",
      "https://openalex.org/W2022310312",
      "https://openalex.org/W1964041166"
    ],
    "sustainable_development_goals": [
      {
        "score": 0.59,
        "display_name": "Life below water",
        "id": "https://metadata.un.org/sdg/14"
      }
    ],
    "title": "Modeling habitat for Marbled Murrelets on the Siuslaw National Forest, Oregon, using lidar data",
    "topics": [
      {
        "id": "https://openalex.org/T11164",
        "display_name": "Mapping Forests with Lidar Remote Sensing",
        "score": 0.9995,
        "subfield": {
          "id": "https://openalex.org/subfields/2305",
          "display_name": "Environmental Engineering"
        },
        "field": {
          "id": "https://openalex.org/fields/23",
          "display_name": "Environmental Science"
        },
        "domain": {
          "id": "https://openalex.org/domains/3",
          "display_name": "Physical Sciences"
        }
      },
      {
        "id": "https://openalex.org/T10555",
        "display_name": "Impact of Climate Change on Forest Wildfires",
        "score": 0.9993,
        "subfield": {
          "id": "https://openalex.org/subfields/2306",
          "display_name": "Global and Planetary Change"
        },
        "field": {
          "id": "https://openalex.org/fields/23",
          "display_name": "Environmental Science"
        },
        "domain": {
          "id": "https://openalex.org/domains/3",
          "display_name": "Physical Sciences"
        }
      },
      {
        "id": "https://openalex.org/T10895",
        "display_name": "Species Distribution Modeling and Climate Change Impacts",
        "score": 0.9986,
        "subfield": {
          "id": "https://openalex.org/subfields/2302",
          "display_name": "Ecological Modeling"
        },
        "field": {
          "id": "https://openalex.org/fields/23",
          "display_name": "Environmental Science"
        },
        "domain": {
          "id": "https://openalex.org/domains/3",
          "display_name": "Physical Sciences"
        }
      }
    ],
    "type": "article",
    "type_crossref": "journal-article",
    "updated_date": "2024-08-10T09:23:52.201285",
    "versions": [],
    "qid": "Q57670"
  }
}

Latest revision as of 23:28, 14 August 2024

{

 "USGS Publications Warehouse": {
   "schema": {
     "@context": "https://schema.org",
     "@type": "CreativeWork",
     "additionalType": "USGS Numbered Series",
     "name": "Modeling habitat for Marbled Murrelets on the Siuslaw National Forest, Oregon, using lidar data",
     "identifier": [
       {
         "@type": "PropertyValue",
         "propertyID": "USGS Publications Warehouse IndexID",
         "value": "ofr20181035",
         "url": "https://pubs.usgs.gov/publication/ofr20181035"
       },
       {
         "@type": "PropertyValue",
         "propertyID": "USGS Publications Warehouse Internal ID",
         "value": 70195847
       },
       {
         "@type": "PropertyValue",
         "propertyID": "DOI",
         "value": "10.3133/ofr20181035",
         "url": "https://doi.org/10.3133/ofr20181035"
       }
     ],
     "inLanguage": "en",
     "isPartOf": [
       {
         "@type": "CreativeWorkSeries",
         "name": "Open-File Report"
       }
     ],
     "datePublished": "2018",
     "dateModified": "2018-03-29",
     "abstract": "Habitat models using lidar-derived variables that quantify fine-scale variation in vegetation structure can improve the accuracy of occupancy estimates for canopy-dwelling species over models that use variables derived from other remote sensing techniques. However, the ability of models developed at such a fine spatial scale to maintain accuracy at regional or larger spatial scales has not been tested. We tested the transferability of a lidar-based habitat model for the threatened Marbled Murrelet (Brachyramphus marmoratus) between two management districts within a larger regional conservation zone in coastal western Oregon. We compared the performance of the transferred model against models developed with data from the application location. The transferred model had good discrimination (AUC = 0.73) at the application location, and model performance was further improved by fitting the original model with coefficients from the application location dataset (AUC = 0.79). However, the model selection procedure indicated that neither of these transferred models were considered competitive with a model trained on local data. The new model trained on data from the application location resulted in the selection of a slightly different set of lidar metrics from the original model, but both transferred and locally trained models consistently indicated positive relationships between the probability of occupancy and lidar measures of canopy structural complexity. We conclude that while the locally trained model had superior performance for local application, the transferred model could reasonably be applied to the entire conservation zone.",
     "description": "iv, 21 p.",
     "publisher": {
       "@type": "Organization",
       "name": "U.S. Geological Survey"
     },
     "author": [
       {
         "@type": "Person",
         "name": "Aragon, Ramiro",
         "givenName": "Ramiro",
         "familyName": "Aragon"
       },
       {
         "@type": "Person",
         "name": "Haggerty, Patricia",
         "givenName": "Patricia",
         "familyName": "Haggerty",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "ORCID",
           "value": "0000-0003-0834-8143",
           "url": "https://orcid.org/0000-0003-0834-8143"
         },
         "affiliation": [
           {
             "@type": "Organization",
             "name": "Forest and Rangeland Ecosystem Science Center",
             "url": "https://www.usgs.gov/centers/forest-and-rangeland-ecosystem-science-center"
           }
         ]
       },
       {
         "@type": "Person",
         "name": "Hollenbeck, Jeff P. jhollenbeck@usgs.gov",
         "givenName": "Jeff P.",
         "familyName": "Hollenbeck",
         "email": "jhollenbeck@usgs.gov",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "ORCID",
           "value": "0000-0001-6481-5354",
           "url": "https://orcid.org/0000-0001-6481-5354"
         },
         "affiliation": [
           {
             "@type": "Organization",
             "name": "Forest and Rangeland Ecosystem Science Center",
             "url": "https://www.usgs.gov/centers/forest-and-rangeland-ecosystem-science-center"
           },
           {
             "@type": "Organization",
             "name": "Forest and Rangeland Ecosys Science Center",
             "url": "https://www.usgs.gov/centers/forest-and-rangeland-ecosystem-science-center"
           }
         ]
       },
       {
         "@type": "Person",
         "name": "Hagar, Joan C. joan_hagar@usgs.gov",
         "givenName": "Joan C.",
         "familyName": "Hagar",
         "email": "joan_hagar@usgs.gov",
         "identifier": {
           "@type": "PropertyValue",
           "propertyID": "ORCID",
           "value": "0000-0002-3044-6607",
           "url": "https://orcid.org/0000-0002-3044-6607"
         },
         "affiliation": [
           {
             "@type": "Organization",
             "name": "Forest and Rangeland Ecosystem Science Center",
             "url": "https://www.usgs.gov/centers/forest-and-rangeland-ecosystem-science-center"
           }
         ]
       }
     ],
     "funder": [
       {
         "@type": "Organization",
         "name": "Forest and Rangeland Ecosystem Science Center",
         "url": "https://www.usgs.gov/centers/forest-and-rangeland-ecosystem-science-center"
       }
     ],
     "spatialCoverage": [
       {
         "@type": "Place",
         "additionalType": "country",
         "name": "United States",
         "url": "https://geonames.org/4074035"
       },
       {
         "@type": "Place",
         "additionalType": "state",
         "name": "Oregon"
       },
       {
         "@type": "Place",
         "additionalType": "unknown",
         "name": "Siuslaw National Forest",
         "url": "https://geonames.org/5752157"
       },
       {
         "@type": "Place",
         "geo": [
           {
             "@type": "GeoShape",
             "additionalProperty": {
               "@type": "PropertyValue",
               "name": "GeoJSON",
               "value": {
                 "type": "FeatureCollection",
                 "features": [
                   {
                     "type": "Feature",
                     "properties": {},
                     "geometry": {
                       "type": "Polygon",
                       "coordinates": [
                         [
                           [
                             -124.68383789062499,
                             41.9921602333763
                           ],
                           [
                             -123.28857421875,
                             41.9921602333763
                           ],
                           [
                             -123.28857421875,
                             45.62172169252446
                           ],
                           [
                             -124.68383789062499,
                             45.62172169252446
                           ],
                           [
                             -124.68383789062499,
                             41.9921602333763
                           ]
                         ]
                       ]
                     }
                   }
                 ]
               }
             }
           },
           {
             "@type": "GeoCoordinates",
             "latitude": 43.806940962950385,
             "longitude": -123.98620605468751
           }
         ]
       }
     ]
   }
 },
 "OpenAlex": {
   "abstract_inverted_index": {
     "First": [
       0
     ],
     "posted": [
       1
     ],
     "March": [
       2
     ],
     "28,": [
       3
     ],
     "2018": [
       4
     ],
     "For": [
       5
     ],
     "additional": [
       6
     ],
     "information,": [
       7
     ],
     "contact:": [
       8
     ],
     "Director,": [
       9
     ],
     "Forest": [
       10
     ],
     "and": [
       11,
       146,
       218,
       231
     ],
     "Rangeland": [
       12
     ],
     "Ecosystem": [
       13
     ],
     "Science": [
       14
     ],
     "Center": [
       15
     ],
     "U.S.": [
       16
     ],
     "Geological": [
       17
     ],
     "Survey": [
       18
     ],
     "777": [
       19
     ],
     "NW": [
       20
     ],
     "9th": [
       21
     ],
     "St.,": [
       22
     ],
     "Suite": [
       23
     ],
     "400": [
       24
     ],
     "Corvallis,": [
       25
     ],
     "Oregon": [
       26
     ],
     "97330": [
       27
     ],
     "Habitat": [
       28
     ],
     "models": [
       29,
       51,
       65,
       125,
       178,
       221
     ],
     "using": [
       30
     ],
     "lidar-derived": [
       31
     ],
     "variables": [
       32,
       54
     ],
     "that": [
       33,
       52,
       173,
       240
     ],
     "quantify": [
       34
     ],
     "fine-scale": [
       35
     ],
     "variation": [
       36
     ],
     "in": [
       37,
       112,
       200
     ],
     "vegetation": [
       38
     ],
     "structure": [
       39
     ],
     "can": [
       40
     ],
     "improve": [
       41
     ],
     "the": [
       42,
       62,
       88,
       96,
       118,
       121,
       130,
       143,
       154,
       160,
       168,
       196,
       201,
       212,
       227,
       242,
       252,
       260
     ],
     "accuracy": [
       43,
       75
     ],
     "of": [
       44,
       64,
       90,
       120,
       175,
       203,
       208,
       229,
       234
     ],
     "occupancy": [
       45,
       230
     ],
     "estimates": [
       46
     ],
     "for": [
       47,
       95,
       249
     ],
     "canopy-dwelling": [
       48
     ],
     "species": [
       49
     ],
     "over": [
       50
     ],
     "use": [
       53
     ],
     "derived": [
       55
     ],
     "from": [
       56,
       129,
       159,
       195,
       211
     ],
     "other": [
       57
     ],
     "remote": [
       58
     ],
     "sensing": [
       59
     ],
     "techniques.": [
       60
     ],
     "However,": [
       61,
       167
     ],
     "ability": [
       63
     ],
     "developed": [
       66,
       126
     ],
     "at": [
       67,
       76,
       142
     ],
     "such": [
       68
     ],
     "a": [
       69,
       91,
       107,
       183,
       204
     ],
     "fine": [
       70
     ],
     "spatial": [
       71,
       80
     ],
     "scale": [
       72
     ],
     "to": [
       73,
       259
     ],
     "maintain": [
       74
     ],
     "regional": [
       77,
       109
     ],
     "or": [
       78
     ],
     "larger": [
       79,
       108
     ],
     "scales": [
       81
     ],
     "has": [
       82
     ],
     "not": [
       83
     ],
     "been": [
       84
     ],
     "tested.": [
       85
     ],
     "We": [
       86,
       116,
       238
     ],
     "tested": [
       87
     ],
     "transferability": [
       89
     ],
     "lidar-based": [
       92
     ],
     "habitat": [
       93
     ],
     "model": [
       94,
       123,
       135,
       147,
       156,
       169,
       184,
       191,
       245,
       254
     ],
     "threatened": [
       97
     ],
     "Marbled": [
       98
     ],
     "Murrelet": [
       99
     ],
     "(Brachyramphus": [
       100
     ],
     "marmoratus)": [
       101
     ],
     "between": [
       102,
       226
     ],
     "two": [
       103
     ],
     "management": [
       104
     ],
     "districts": [
       105
     ],
     "within": [
       106
     ],
     "conservation": [
       110,
       262
     ],
     "zone": [
       111
     ],
     "coastal": [
       113
     ],
     "western": [
       114
     ],
     "Oregon.": [
       115
     ],
     "compared": [
       117
     ],
     "performance": [
       119,
       148,
       248
     ],
     "transferred": [
       122,
       134,
       177,
       217,
       253
     ],
     "against": [
       124
     ],
     "with": [
       127,
       157,
       182
     ],
     "data": [
       128,
       194
     ],
     "application": [
       131,
       144,
       161,
       197
     ],
     "location.": [
       132
     ],
     "The": [
       133,
       189
     ],
     "had": [
       136,
       246
     ],
     "good": [
       137
     ],
     "discrimination": [
       138
     ],
     "(AUC": [
       139,
       164
     ],
     "=": [
       140,
       165
     ],
     "0.73)": [
       141
     ],
     "location,": [
       145
     ],
     "was": [
       149
     ],
     "further": [
       150
     ],
     "improved": [
       151
     ],
     "by": [
       152
     ],
     "fitting": [
       153
     ],
     "original": [
       155,
       213
     ],
     "coefficients": [
       158
     ],
     "location": [
       162,
       198
     ],
     "dataset": [
       163
     ],
     "0.79).": [
       166
     ],
     "selection": [
       170,
       202
     ],
     "procedure": [
       171
     ],
     "indicated": [
       172,
       223
     ],
     "neither": [
       174
     ],
     "these": [
       176
     ],
     "were": [
       179
     ],
     "considered": [
       180
     ],
     "competitive": [
       181
     ],
     "trained": [
       185,
       192,
       220,
       244
     ],
     "on": [
       186,
       193
     ],
     "local": [
       187,
       250
     ],
     "data.": [
       188
     ],
     "new": [
       190
     ],
     "resulted": [
       199
     ],
     "slightly": [
       205
     ],
     "different": [
       206
     ],
     "set": [
       207
     ],
     "lidar": [
       209,
       232
     ],
     "metrics": [
       210
     ],
     "model,": [
       214
     ],
     "but": [
       215
     ],
     "both": [
       216
     ],
     "locally": [
       219,
       243
     ],
     "consistently": [
       222
     ],
     "positive": [
       224
     ],
     "relationships": [
       225
     ],
     "probability": [
       228
     ],
     "measures": [
       233
     ],
     "canopy": [
       235
     ],
     "structural": [
       236
     ],
     "complexity.": [
       237
     ],
     "conclude": [
       239
     ],
     "while": [
       241
     ],
     "superior": [
       247
     ],
     "application,": [
       251
     ],
     "could": [
       255
     ],
     "reasonably": [
       256
     ],
     "be": [
       257
     ],
     "applied": [
       258
     ],
     "entire": [
       261
     ],
     "zone.": [
       263
     ]
   },
   "apc_list": null,
   "apc_paid": null,
   "authorships": [
     {
       "author_position": "first",
       "author": {
         "id": "https://openalex.org/A5075514361",
         "display_name": "Joan C. Hagar",
         "orcid": "https://orcid.org/0000-0002-3044-6607"
       },
       "institutions": [],
       "countries": [],
       "is_corresponding": false,
       "raw_author_name": "Joan C. Hagar",
       "raw_affiliation_strings": [],
       "affiliations": []
     },
     {
       "author_position": "middle",
       "author": {
         "id": "https://openalex.org/A5048513206",
         "display_name": "Ramiro Aragon",
         "orcid": null
       },
       "institutions": [],
       "countries": [],
       "is_corresponding": false,
       "raw_author_name": "Ramiro Aragon",
       "raw_affiliation_strings": [],
       "affiliations": []
     },
     {
       "author_position": "middle",
       "author": {
         "id": "https://openalex.org/A5029814753",
         "display_name": "Patricia K. Haggerty",
         "orcid": "https://orcid.org/0000-0003-0834-8143"
       },
       "institutions": [],
       "countries": [],
       "is_corresponding": false,
       "raw_author_name": "Patricia Haggerty",
       "raw_affiliation_strings": [],
       "affiliations": []
     },
     {
       "author_position": "last",
       "author": {
         "id": "https://openalex.org/A5031262615",
         "display_name": "Jeff P. Hollenbeck",
         "orcid": "https://orcid.org/0000-0001-6481-5354"
       },
       "institutions": [],
       "countries": [],
       "is_corresponding": false,
       "raw_author_name": "Jeff P. Hollenbeck",
       "raw_affiliation_strings": [],
       "affiliations": []
     }
   ],
   "best_oa_location": {
     "is_oa": true,
     "landing_page_url": "https://doi.org/10.3133/ofr20181035",
     "pdf_url": "https://pubs.usgs.gov/of/2018/1035/ofr20181035.pdf",
     "source": {
       "id": "https://openalex.org/S4210194219",
       "display_name": "Antarctica A Keystone in a Changing World",
       "issn_l": "0196-1497",
       "issn": [
         "0196-1497",
         "2331-1258",
         "2332-4899"
       ],
       "is_oa": true,
       "is_in_doaj": false,
       "is_core": true,
       "host_organization": "https://openalex.org/P4310316088",
       "host_organization_name": "United States Department of the Interior",
       "host_organization_lineage": [
         "https://openalex.org/P4310316088"
       ],
       "host_organization_lineage_names": [
         "United States Department of the Interior"
       ],
       "type": "journal"
     },
     "license": null,
     "license_id": null,
     "version": "publishedVersion",
     "is_accepted": true,
     "is_published": true
   },
   "biblio": {
     "volume": null,
     "issue": null,
     "first_page": null,
     "last_page": null
   },
   "citation_normalized_percentile": {
     "value": 0.524079,
     "is_in_top_1_percent": false,
     "is_in_top_10_percent": false
   },
   "cited_by_api_url": "https://api.openalex.org/works?filter=cites:W2795189838",
   "cited_by_count": 2,
   "cited_by_percentile_year": {
     "min": 72,
     "max": 76
   },
   "concepts": [
     {
       "id": "https://openalex.org/c51399673",
       "wikidata": "https://www.wikidata.org/wiki/Q504027",
       "display_name": "Lidar",
       "level": 2,
       "score": 0.84357226,
       "qid": "Q158843"
     },
     {
       "id": "https://openalex.org/c160331591",
       "wikidata": "https://www.wikidata.org/wiki/Q7075743",
       "display_name": "Occupancy",
       "level": 2,
       "score": 0.60397696,
       "qid": null
     },
     {
       "id": "https://openalex.org/c185933670",
       "wikidata": "https://www.wikidata.org/wiki/Q52105",
       "display_name": "Habitat",
       "level": 2,
       "score": 0.55685455,
       "qid": null
     },
     {
       "id": "https://openalex.org/c24518262",
       "wikidata": "https://www.wikidata.org/wiki/Q16197023",
       "display_name": "Threatened species",
       "level": 3,
       "score": 0.5471217,
       "qid": null
     },
     {
       "id": "https://openalex.org/c39432304",
       "wikidata": "https://www.wikidata.org/wiki/Q188847",
       "display_name": "Environmental science",
       "level": 0,
       "score": 0.53243107,
       "qid": "Q166085"
     },
     {
       "id": "https://openalex.org/c2776133958",
       "wikidata": "https://www.wikidata.org/wiki/Q7918366",
       "display_name": "Vegetation (pathology)",
       "level": 2,
       "score": 0.47712994,
       "qid": null
     },
     {
       "id": "https://openalex.org/c2778755073",
       "wikidata": "https://www.wikidata.org/wiki/Q10858537",
       "display_name": "Scale (ratio)",
       "level": 2,
       "score": 0.45927885,
       "qid": null
     },
     {
       "id": "https://openalex.org/c205649164",
       "wikidata": "https://www.wikidata.org/wiki/Q1071",
       "display_name": "Geography",
       "level": 0,
       "score": 0.4420011,
       "qid": "Q158983"
     },
     {
       "id": "https://openalex.org/c62649853",
       "wikidata": "https://www.wikidata.org/wiki/Q199687",
       "display_name": "Remote sensing",
       "level": 1,
       "score": 0.37815318,
       "qid": "Q158877"
     },
     {
       "id": "https://openalex.org/c18903297",
       "wikidata": "https://www.wikidata.org/wiki/Q7150",
       "display_name": "Ecology",
       "level": 1,
       "score": 0.27579647,
       "qid": "Q158972"
     },
     {
       "id": "https://openalex.org/c58640448",
       "wikidata": "https://www.wikidata.org/wiki/Q42515",
       "display_name": "Cartography",
       "level": 1,
       "score": 0.27561975,
       "qid": "Q158966"
     },
     {
       "id": "https://openalex.org/c86803240",
       "wikidata": "https://www.wikidata.org/wiki/Q420",
       "display_name": "Biology",
       "level": 0,
       "score": 0.0,
       "qid": "Q158998"
     },
     {
       "id": "https://openalex.org/c71924100",
       "wikidata": "https://www.wikidata.org/wiki/Q11190",
       "display_name": "Medicine",
       "level": 0,
       "score": 0.0,
       "qid": "Q166104"
     },
     {
       "id": "https://openalex.org/c142724271",
       "wikidata": "https://www.wikidata.org/wiki/Q7208",
       "display_name": "Pathology",
       "level": 1,
       "score": 0.0,
       "qid": "Q166260"
     }
   ],
   "corresponding_author_ids": [],
   "corresponding_institution_ids": [],
   "countries_distinct_count": 0,
   "counts_by_year": [
     {
       "year": 2024,
       "cited_by_count": 1
     },
     {
       "year": 2018,
       "cited_by_count": 1
     }
   ],
   "created_date": "2018-04-06",
   "datasets": [],
   "display_name": "Modeling habitat for Marbled Murrelets on the Siuslaw National Forest, Oregon, using lidar data",
   "doi": "https://doi.org/10.3133/ofr20181035",
   "fulltext_origin": "pdf",
   "fwci": 0.122,
   "grants": [],
   "has_fulltext": true,
   "id": "https://openalex.org/W2795189838",
   "ids": {
     "openalex": "https://openalex.org/W2795189838",
     "doi": "https://doi.org/10.3133/ofr20181035",
     "mag": "2795189838"
   },
   "indexed_in": [
     "crossref"
   ],
   "institutions_distinct_count": 0,
   "is_paratext": false,
   "is_retracted": false,
   "keywords": [
     {
       "id": "https://openalex.org/keywords/occupancy",
       "display_name": "Occupancy",
       "score": 0.60397696
     },
     {
       "id": "https://openalex.org/keywords/habitat-suitability",
       "display_name": "Habitat Suitability",
       "score": 0.573712
     },
     {
       "id": "https://openalex.org/keywords/species-distribution-modeling",
       "display_name": "Species Distribution Modeling",
       "score": 0.536557
     },
     {
       "id": "https://openalex.org/keywords/global-forest-mapping",
       "display_name": "Global Forest Mapping",
       "score": 0.526667
     },
     {
       "id": "https://openalex.org/keywords/biomass-estimation",
       "display_name": "Biomass Estimation",
       "score": 0.517004
     },
     {
       "id": "https://openalex.org/keywords/lidar-remote-sensing",
       "display_name": "Lidar Remote Sensing",
       "score": 0.51676
     }
   ],
   "language": "en",
   "locations": [
     {
       "is_oa": true,
       "landing_page_url": "https://doi.org/10.3133/ofr20181035",
       "pdf_url": "https://pubs.usgs.gov/of/2018/1035/ofr20181035.pdf",
       "source": {
         "id": "https://openalex.org/S4210194219",
         "display_name": "Antarctica A Keystone in a Changing World",
         "issn_l": "0196-1497",
         "issn": [
           "0196-1497",
           "2331-1258",
           "2332-4899"
         ],
         "is_oa": true,
         "is_in_doaj": false,
         "is_core": true,
         "host_organization": "https://openalex.org/P4310316088",
         "host_organization_name": "United States Department of the Interior",
         "host_organization_lineage": [
           "https://openalex.org/P4310316088"
         ],
         "host_organization_lineage_names": [
           "United States Department of the Interior"
         ],
         "type": "journal"
       },
       "license": null,
       "license_id": null,
       "version": "publishedVersion",
       "is_accepted": true,
       "is_published": true
     }
   ],
   "locations_count": 1,
   "mesh": [],
   "ngrams_url": "https://api.openalex.org/works/W2795189838/ngrams",
   "open_access": {
     "is_oa": true,
     "oa_status": "gold",
     "oa_url": "https://pubs.usgs.gov/of/2018/1035/ofr20181035.pdf",
     "any_repository_has_fulltext": false
   },
   "primary_location": {
     "is_oa": true,
     "landing_page_url": "https://doi.org/10.3133/ofr20181035",
     "pdf_url": "https://pubs.usgs.gov/of/2018/1035/ofr20181035.pdf",
     "source": {
       "id": "https://openalex.org/S4210194219",
       "display_name": "Antarctica A Keystone in a Changing World",
       "issn_l": "0196-1497",
       "issn": [
         "0196-1497",
         "2331-1258",
         "2332-4899"
       ],
       "is_oa": true,
       "is_in_doaj": false,
       "is_core": true,
       "host_organization": "https://openalex.org/P4310316088",
       "host_organization_name": "United States Department of the Interior",
       "host_organization_lineage": [
         "https://openalex.org/P4310316088"
       ],
       "host_organization_lineage_names": [
         "United States Department of the Interior"
       ],
       "type": "journal"
     },
     "license": null,
     "license_id": null,
     "version": "publishedVersion",
     "is_accepted": true,
     "is_published": true
   },
   "primary_topic": {
     "id": "https://openalex.org/T11164",
     "display_name": "Mapping Forests with Lidar Remote Sensing",
     "score": 0.9995,
     "subfield": {
       "id": "https://openalex.org/subfields/2305",
       "display_name": "Environmental Engineering"
     },
     "field": {
       "id": "https://openalex.org/fields/23",
       "display_name": "Environmental Science"
     },
     "domain": {
       "id": "https://openalex.org/domains/3",
       "display_name": "Physical Sciences"
     }
   },
   "publication_date": "2018-01-01",
   "publication_year": 2018,
   "referenced_works": [
     "https://openalex.org/W1523713745",
     "https://openalex.org/W1994961181",
     "https://openalex.org/W2009435671",
     "https://openalex.org/W2021345177",
     "https://openalex.org/W2031687681",
     "https://openalex.org/W2048463265",
     "https://openalex.org/W2089454337",
     "https://openalex.org/W2115268776",
     "https://openalex.org/W2123337039",
     "https://openalex.org/W2166103181",
     "https://openalex.org/W2169443708",
     "https://openalex.org/W2493327733",
     "https://openalex.org/W2531696045",
     "https://openalex.org/W2533683996",
     "https://openalex.org/W2730943893",
     "https://openalex.org/W4244513480",
     "https://openalex.org/W4246711051"
   ],
   "referenced_works_count": 17,
   "related_works": [
     "https://openalex.org/W826943449",
     "https://openalex.org/W4313547777",
     "https://openalex.org/W2899084033",
     "https://openalex.org/W2768326488",
     "https://openalex.org/W2487834875",
     "https://openalex.org/W2351984678",
     "https://openalex.org/W2156983273",
     "https://openalex.org/W2136572892",
     "https://openalex.org/W2022310312",
     "https://openalex.org/W1964041166"
   ],
   "sustainable_development_goals": [
     {
       "score": 0.59,
       "display_name": "Life below water",
       "id": "https://metadata.un.org/sdg/14"
     }
   ],
   "title": "Modeling habitat for Marbled Murrelets on the Siuslaw National Forest, Oregon, using lidar data",
   "topics": [
     {
       "id": "https://openalex.org/T11164",
       "display_name": "Mapping Forests with Lidar Remote Sensing",
       "score": 0.9995,
       "subfield": {
         "id": "https://openalex.org/subfields/2305",
         "display_name": "Environmental Engineering"
       },
       "field": {
         "id": "https://openalex.org/fields/23",
         "display_name": "Environmental Science"
       },
       "domain": {
         "id": "https://openalex.org/domains/3",
         "display_name": "Physical Sciences"
       }
     },
     {
       "id": "https://openalex.org/T10555",
       "display_name": "Impact of Climate Change on Forest Wildfires",
       "score": 0.9993,
       "subfield": {
         "id": "https://openalex.org/subfields/2306",
         "display_name": "Global and Planetary Change"
       },
       "field": {
         "id": "https://openalex.org/fields/23",
         "display_name": "Environmental Science"
       },
       "domain": {
         "id": "https://openalex.org/domains/3",
         "display_name": "Physical Sciences"
       }
     },
     {
       "id": "https://openalex.org/T10895",
       "display_name": "Species Distribution Modeling and Climate Change Impacts",
       "score": 0.9986,
       "subfield": {
         "id": "https://openalex.org/subfields/2302",
         "display_name": "Ecological Modeling"
       },
       "field": {
         "id": "https://openalex.org/fields/23",
         "display_name": "Environmental Science"
       },
       "domain": {
         "id": "https://openalex.org/domains/3",
         "display_name": "Physical Sciences"
       }
     }
   ],
   "type": "article",
   "type_crossref": "journal-article",
   "updated_date": "2024-08-10T09:23:52.201285",
   "versions": [],
   "qid": "Q57670"
 }

}