{"id":"https://openalex.org/W3164710681","doi":"https://doi.org/10.3390/rs13112074","title":"Combining Regional Habitat Selection Models for Large-Scale Prediction: Circumpolar Habitat Selection of Southern Ocean Humpback Whales","display_name":"Combining Regional Habitat Selection Models for Large-Scale Prediction: Circumpolar Habitat Selection of Southern Ocean Humpback Whales","publication_year":2021,"publication_date":"2021-05-25","ids":{"openalex":"https://openalex.org/W3164710681","doi":"https://doi.org/10.3390/rs13112074","mag":"3164710681"},"language":"en","primary_location":{"id":"doi:10.3390/rs13112074","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13112074","pdf_url":"https://www.mdpi.com/2072-4292/13/11/2074/pdf","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/13/11/2074/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044583056","display_name":"Ryan R Reisinger","orcid":"https://orcid.org/0000-0002-8933-6875"},"institutions":[{"id":"https://openalex.org/I185103710","display_name":"University of California, Santa Cruz","ror":"https://ror.org/03s65by71","country_code":"US","type":"education","lineage":["https://openalex.org/I185103710"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ryan R. Reisinger","raw_affiliation_strings":["Institute of Marine Sciences, University of California Santa Cruz, 115 McAllister Way, Santa Cruz, CA 95060, USA"],"affiliations":[{"raw_affiliation_string":"Institute of Marine Sciences, University of California Santa Cruz, 115 McAllister Way, Santa Cruz, CA 95060, USA","institution_ids":["https://openalex.org/I185103710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039814359","display_name":"Ari S. Friedlaender","orcid":"https://orcid.org/0000-0002-2822-233X"},"institutions":[{"id":"https://openalex.org/I185103710","display_name":"University of California, Santa Cruz","ror":"https://ror.org/03s65by71","country_code":"US","type":"education","lineage":["https://openalex.org/I185103710"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ari S. Friedlaender","raw_affiliation_strings":["Ecology and Evolutionary Biology, University of California Santa Cruz, 115 McAllister Way, Santa Cruz, CA 95060, USA"],"affiliations":[{"raw_affiliation_string":"Ecology and Evolutionary Biology, University of California Santa Cruz, 115 McAllister Way, Santa Cruz, CA 95060, USA","institution_ids":["https://openalex.org/I185103710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039633181","display_name":"Alexandre N. Zerbini","orcid":"https://orcid.org/0000-0002-9776-6605"},"institutions":[{"id":"https://openalex.org/I106745318","display_name":"NOAA National Marine Fisheries Service","ror":"https://ror.org/033mqx355","country_code":"US","type":"government","lineage":["https://openalex.org/I106745318","https://openalex.org/I1308126019","https://openalex.org/I1343035065"]},{"id":"https://openalex.org/I4210109053","display_name":"NOAA National Marine Fisheries Service Alaska Fisheries Science Center","ror":"https://ror.org/01h7fye62","country_code":"US","type":"government","lineage":["https://openalex.org/I106745318","https://openalex.org/I1308126019","https://openalex.org/I1343035065","https://openalex.org/I4210109053"]},{"id":"https://openalex.org/I4210156958","display_name":"Marine Ecology and Telemetry Research","ror":"https://ror.org/05jxaw651","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210156958"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexandre N. Zerbini","raw_affiliation_strings":["Marine Ecology and Telemetry Research, 2468 Camp McKenzie Trail NW, Seabeck, WA 98380, USA","Marine Mammal Laboratory, Alaska Fisheries Science Center, NOAA Fisheries, 7600 Sand Point Way NE, Seattle, WA 98115, USA"],"affiliations":[{"raw_affiliation_string":"Marine Ecology and Telemetry Research, 2468 Camp McKenzie Trail NW, Seabeck, WA 98380, USA","institution_ids":["https://openalex.org/I4210156958"]},{"raw_affiliation_string":"Marine Mammal Laboratory, Alaska Fisheries Science Center, NOAA Fisheries, 7600 Sand Point Way NE, Seattle, WA 98115, USA","institution_ids":["https://openalex.org/I4210109053","https://openalex.org/I106745318"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037775971","display_name":"Daniel M. Palacios","orcid":"https://orcid.org/0000-0001-7069-7913"},"institutions":[{"id":"https://openalex.org/I131249849","display_name":"Oregon State University","ror":"https://ror.org/00ysfqy60","country_code":"US","type":"education","lineage":["https://openalex.org/I131249849"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel M. Palacios","raw_affiliation_strings":["Marine Mammal Institute, Oregon State University, 2030 SE Marine Science Dr, Newport, OR 97365, USA"],"affiliations":[{"raw_affiliation_string":"Marine Mammal Institute, Oregon State University, 2030 SE Marine Science Dr, Newport, OR 97365, USA","institution_ids":["https://openalex.org/I131249849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053180963","display_name":"Virginia Andrews\u2010Goff","orcid":"https://orcid.org/0000-0002-4609-7317"},"institutions":[{"id":"https://openalex.org/I1330876588","display_name":"Australian Antarctic Division","ror":"https://ror.org/05e89k615","country_code":"AU","type":"government","lineage":["https://openalex.org/I1330876588"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Virginia Andrews-Goff","raw_affiliation_strings":["Australian Marine Mammal Centre, Australian Antarctic Division, 203 Channel Highway, Kingston, TAS 7050, Australia"],"affiliations":[{"raw_affiliation_string":"Australian Marine Mammal Centre, Australian Antarctic Division, 203 Channel Highway, Kingston, TAS 7050, Australia","institution_ids":["https://openalex.org/I1330876588"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045484802","display_name":"Luciano Dalla Rosa","orcid":"https://orcid.org/0000-0002-1583-6471"},"institutions":[{"id":"https://openalex.org/I126460647","display_name":"Universidade Federal do Rio Grande","ror":"https://ror.org/05hpfkn88","country_code":"BR","type":"education","lineage":["https://openalex.org/I126460647"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Luciano Dalla Rosa","raw_affiliation_strings":["Instituto de Oceanografia, Universidade Federal do Rio Grande\u2014FURG, Av. It\u00e1lia km 8 s/n, Rio Grande RS 96203-900, Brazil"],"affiliations":[{"raw_affiliation_string":"Instituto de Oceanografia, Universidade Federal do Rio Grande\u2014FURG, Av. It\u00e1lia km 8 s/n, Rio Grande RS 96203-900, Brazil","institution_ids":["https://openalex.org/I126460647"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108754536","display_name":"Mike Double","orcid":null},"institutions":[{"id":"https://openalex.org/I1330876588","display_name":"Australian Antarctic Division","ror":"https://ror.org/05e89k615","country_code":"AU","type":"government","lineage":["https://openalex.org/I1330876588"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mike Double","raw_affiliation_strings":["Australian Marine Mammal Centre, Australian Antarctic Division, 203 Channel Highway, Kingston, TAS 7050, Australia"],"affiliations":[{"raw_affiliation_string":"Australian Marine Mammal Centre, Australian Antarctic Division, 203 Channel Highway, Kingston, TAS 7050, Australia","institution_ids":["https://openalex.org/I1330876588"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019229325","display_name":"Ken Findlay","orcid":"https://orcid.org/0000-0001-7154-8805"},"institutions":[{"id":"https://openalex.org/I159253421","display_name":"Cape Peninsula University of Technology","ror":"https://ror.org/056e9h402","country_code":"ZA","type":"education","lineage":["https://openalex.org/I159253421"]},{"id":"https://openalex.org/I69552723","display_name":"University of Pretoria","ror":"https://ror.org/00g0p6g84","country_code":"ZA","type":"education","lineage":["https://openalex.org/I69552723"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Ken Findlay","raw_affiliation_strings":["Cape Peninsula University of Technology, Cape Town 8000, South Africa","Department of Zoology and Entomology, Mammal Research Institute, University of Pretoria, Private Bag X20, Hatfield 0028, South Africa"],"affiliations":[{"raw_affiliation_string":"Cape Peninsula University of Technology, Cape Town 8000, South Africa","institution_ids":["https://openalex.org/I159253421"]},{"raw_affiliation_string":"Department of Zoology and Entomology, Mammal Research Institute, University of Pretoria, Private Bag X20, Hatfield 0028, South Africa","institution_ids":["https://openalex.org/I69552723"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108167364","display_name":"Claire Garrigue","orcid":"https://orcid.org/0000-0002-8117-3370"},"institutions":[{"id":"https://openalex.org/I102190016","display_name":"University of New Caledonia","ror":"https://ror.org/02jrgcx64","country_code":"NC","type":"education","lineage":["https://openalex.org/I102190016"]},{"id":"https://openalex.org/I4210157513","display_name":"\u00c9cologie Marine Tropicale des Oc\u00e9ans Pacifique et Indien","ror":"https://ror.org/05kxt4539","country_code":"RE","type":"facility","lineage":["https://openalex.org/I102190016","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I154202486","https://openalex.org/I24715933","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210107625","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210157513","https://openalex.org/I4210166444","https://openalex.org/I4405257220"]}],"countries":["NC","RE"],"is_corresponding":false,"raw_author_name":"Claire Garrigue","raw_affiliation_strings":["UMR ENTROPIE, IRD, Universit\u00e9 de La R\u00e9union, Universit\u00e9 de la Nouvelle-Cal\u00e9donie, CNRS, IFREMER, Laboratoire d\u2019excellence-CORAIL, BP A5, 98848 Noum\u00e9a, New Caledonia"],"affiliations":[{"raw_affiliation_string":"UMR ENTROPIE, IRD, Universit\u00e9 de La R\u00e9union, Universit\u00e9 de la Nouvelle-Cal\u00e9donie, CNRS, IFREMER, Laboratoire d\u2019excellence-CORAIL, BP A5, 98848 Noum\u00e9a, New Caledonia","institution_ids":["https://openalex.org/I102190016","https://openalex.org/I4210157513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067045074","display_name":"Jason How","orcid":"https://orcid.org/0000-0001-8217-751X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jason How","raw_affiliation_strings":["Department of Primary Industries and Regional Development, Perth, WA 6000, Australia"],"affiliations":[{"raw_affiliation_string":"Department of Primary Industries and Regional Development, Perth, WA 6000, Australia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110240216","display_name":"Curt Jenner","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Curt Jenner","raw_affiliation_strings":["Centre for Whale Research, P.O. Box 1622, Fremantle, WA 6959, Australia"],"affiliations":[{"raw_affiliation_string":"Centre for Whale Research, P.O. Box 1622, Fremantle, WA 6959, Australia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038007594","display_name":"Micheline\u2010Nicole M. Jenner","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Micheline-Nicole Jenner","raw_affiliation_strings":["Centre for Whale Research, P.O. Box 1622, Fremantle, WA 6959, Australia"],"affiliations":[{"raw_affiliation_string":"Centre for Whale Research, P.O. Box 1622, Fremantle, WA 6959, Australia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111585482","display_name":"Bruce R. Mate","orcid":null},"institutions":[{"id":"https://openalex.org/I131249849","display_name":"Oregon State University","ror":"https://ror.org/00ysfqy60","country_code":"US","type":"education","lineage":["https://openalex.org/I131249849"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bruce Mate","raw_affiliation_strings":["Marine Mammal Institute, Oregon State University, 2030 SE Marine Science Dr, Newport, OR 97365, USA"],"affiliations":[{"raw_affiliation_string":"Marine Mammal Institute, Oregon State University, 2030 SE Marine Science Dr, Newport, OR 97365, USA","institution_ids":["https://openalex.org/I131249849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109621939","display_name":"Howard C. Rosenbaum","orcid":null},"institutions":[{"id":"https://openalex.org/I1332460256","display_name":"Wildlife Conservation Society","ror":"https://ror.org/01xnsst08","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1332460256"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Howard C. Rosenbaum","raw_affiliation_strings":["Wildlife Conservation Society, Ocean Giants Program, 2300 Southern Boulevard Bronx, New York, NY 10460, USA"],"affiliations":[{"raw_affiliation_string":"Wildlife Conservation Society, Ocean Giants Program, 2300 Southern Boulevard Bronx, New York, NY 10460, USA","institution_ids":["https://openalex.org/I1332460256"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082073386","display_name":"S. Mduduzi Seakamela","orcid":"https://orcid.org/0000-0002-7873-208X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"S. Mduduzi Seakamela","raw_affiliation_strings":["Department of Forestry, Fisheries and the Environment, Branch Oceans and Coasts, P.O. Box 52126, V&A Waterfront, Cape Town 8000, South Africa"],"affiliations":[{"raw_affiliation_string":"Department of Forestry, Fisheries and the Environment, Branch Oceans and Coasts, P.O. Box 52126, V&A Waterfront, Cape Town 8000, South Africa","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001652557","display_name":"Rochelle Constantine","orcid":null},"institutions":[{"id":"https://openalex.org/I154130895","display_name":"University of Auckland","ror":"https://ror.org/03b94tp07","country_code":"NZ","type":"education","lineage":["https://openalex.org/I154130895"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Rochelle Constantine","raw_affiliation_strings":["School of Biological Sciences & Institute of Marine Science, University of Auckland, Private Bag 92019, Auckland 1142, New Zealand"],"affiliations":[{"raw_affiliation_string":"School of Biological Sciences & Institute of Marine Science, University of Auckland, Private Bag 92019, Auckland 1142, New Zealand","institution_ids":["https://openalex.org/I154130895"]}]}],"institutions":[],"countries_distinct_count":7,"institutions_distinct_count":16,"corresponding_author_ids":["https://openalex.org/A5044583056"],"corresponding_institution_ids":["https://openalex.org/I185103710"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":4.5428,"has_fulltext":true,"cited_by_count":36,"citation_normalized_percentile":{"value":0.94704838,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":100},"biblio":{"volume":"13","issue":"11","first_page":"2074","last_page":"2074"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10659","display_name":"Marine animal studies overview","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10659","display_name":"Marine animal studies overview","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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 and Climate Change","score":0.9006999731063843,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/humpback-whale","display_name":"Humpback whale","score":0.6646535992622375},{"id":"https://openalex.org/keywords/habitat","display_name":"Habitat","score":0.629291296005249},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6039190292358398},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5125944018363953},{"id":"https://openalex.org/keywords/model-selection","display_name":"Model selection","score":0.4948665499687195},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4867515563964844},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.44163915514945984},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.44101816415786743},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.4221707582473755},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.36114072799682617},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.34671279788017273},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3456341624259949},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2843155264854431},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.2103446125984192},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18645039200782776},{"id":"https://openalex.org/keywords/whale","display_name":"Whale","score":0.13259020447731018},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.10010570287704468}],"concepts":[{"id":"https://openalex.org/C2777324915","wikidata":"https://www.wikidata.org/wiki/Q132905","display_name":"Humpback whale","level":3,"score":0.6646535992622375},{"id":"https://openalex.org/C185933670","wikidata":"https://www.wikidata.org/wiki/Q52105","display_name":"Habitat","level":2,"score":0.629291296005249},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6039190292358398},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5125944018363953},{"id":"https://openalex.org/C93959086","wikidata":"https://www.wikidata.org/wiki/Q6888345","display_name":"Model selection","level":2,"score":0.4948665499687195},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4867515563964844},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.44163915514945984},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.44101816415786743},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.4221707582473755},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.36114072799682617},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.34671279788017273},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3456341624259949},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2843155264854431},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.2103446125984192},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18645039200782776},{"id":"https://openalex.org/C2777704720","wikidata":"https://www.wikidata.org/wiki/Q1865281","display_name":"Whale","level":2,"score":0.13259020447731018},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.10010570287704468},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0}],"mesh":[],"locations_count":9,"locations":[{"id":"doi:10.3390/rs13112074","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13112074","pdf_url":"https://www.mdpi.com/2072-4292/13/11/2074/pdf","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:eprints.soton.ac.uk:455515","is_oa":true,"landing_page_url":"http://doi.org/10.3390/rs13112074>).","pdf_url":"https://eprints.soton.ac.uk/455515/1/remotesensing_13_02074.pdf","source":{"id":"https://openalex.org/S4306401020","display_name":"ePrints Soton (University of Southampton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I43439940","host_organization_name":"University of Southampton","host_organization_lineage":["https://openalex.org/I43439940"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:repository.up.ac.za:2263/88126","is_oa":true,"landing_page_url":"https://repository.up.ac.za/handle/2263/88126","pdf_url":"https://repository.up.ac.za/bitstreams/f40e81aa-4fe1-4b66-82bd-21cb34d56536/download","source":{"id":"https://openalex.org/S4306401870","display_name":"UpSpace Institutional Repository (University of Pretoria)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I69552723","host_organization_name":"University of Pretoria","host_organization_lineage":["https://openalex.org/I69552723"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:aquadocs.org:1834/42799","is_oa":true,"landing_page_url":"http://hdl.handle.net/1834/42799","pdf_url":null,"source":{"id":"https://openalex.org/S4377196339","display_name":"AquaDocs  (United Nations Educational, Scientific and Cultural Organization)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1293226324","host_organization_name":"UNESCO","host_organization_lineage":["https://openalex.org/I1293226324"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Contribution"},{"id":"pmh:oai:archimer.ifremer.fr:80845","is_oa":true,"landing_page_url":"https://archimer.ifremer.fr/doc/00696/80845/","pdf_url":null,"source":{"id":"https://openalex.org/S4377196267","display_name":"Institutional Archive of Ifremer (French Research Institute for Exploitation of the Sea)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I154202486","host_organization_name":"Ifremer","host_organization_lineage":["https://openalex.org/I154202486"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing (2072-4292) (MDPI AG), 2021-06 , Vol. 13 , N. 11 , P. 2074 (23p.)","raw_type":"text"},{"id":"pmh:oai:doaj.org/article:3f3f9ff3d5644b22ac7bf74534ab932e","is_oa":true,"landing_page_url":"https://doaj.org/article/3f3f9ff3d5644b22ac7bf74534ab932e","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 13, Iss 11, p 2074 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/13/11/2074/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs13112074","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 13; Issue 11; Pages: 2074","raw_type":"Text"},{"id":"pmh:oai:noaa.stacks:noaa:63412","is_oa":true,"landing_page_url":"https://repository.library.noaa.gov/view/noaa/63412","pdf_url":null,"source":{"id":"https://openalex.org/S4377196172","display_name":"NOAA Institutional Repository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, 13(11), 2074","raw_type":""},{"id":"pmh:oai:researchspace.auckland.ac.nz:2292/55629","is_oa":true,"landing_page_url":"https://hdl.handle.net/2292/55629","pdf_url":null,"source":{"id":"https://openalex.org/S7407055463","display_name":"ResearchSpace (University of Auckland)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I154130895","host_organization_name":"University of Auckland","host_organization_lineage":["https://openalex.org/I154130895"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.3390/rs13112074","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13112074","pdf_url":"https://www.mdpi.com/2072-4292/13/11/2074/pdf","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/14","display_name":"Life below water","score":0.8500000238418579}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306111","display_name":"U.S. Department of Commerce","ror":"https://ror.org/04chq2495"},{"id":"https://openalex.org/F4320332181","display_name":"National Oceanic and Atmospheric Administration","ror":"https://ror.org/02z5nhe81"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3164710681.pdf","grobid_xml":"https://content.openalex.org/works/W3164710681.grobid-xml"},"referenced_works_count":112,"referenced_works":["https://openalex.org/W28412257","https://openalex.org/W429766147","https://openalex.org/W1753481988","https://openalex.org/W1967583377","https://openalex.org/W1985020050","https://openalex.org/W2006617902","https://openalex.org/W2007688248","https://openalex.org/W2018657247","https://openalex.org/W2018791357","https://openalex.org/W2020383623","https://openalex.org/W2028176686","https://openalex.org/W2028854964","https://openalex.org/W2037093362","https://openalex.org/W2042783301","https://openalex.org/W2053483453","https://openalex.org/W2056868695","https://openalex.org/W2057950738","https://openalex.org/W2075316439","https://openalex.org/W2080842868","https://openalex.org/W2097601813","https://openalex.org/W2098689521","https://openalex.org/W2100483895","https://openalex.org/W2101122288","https://openalex.org/W2107529353","https://openalex.org/W2108479394","https://openalex.org/W2114077318","https://openalex.org/W2119655105","https://openalex.org/W2121121090","https://openalex.org/W2123027098","https://openalex.org/W2131070146","https://openalex.org/W2137211426","https://openalex.org/W2139086914","https://openalex.org/W2141014056","https://openalex.org/W2142291556","https://openalex.org/W2144237449","https://openalex.org/W2145680191","https://openalex.org/W2156320806","https://openalex.org/W2157395790","https://openalex.org/W2175123326","https://openalex.org/W2178680814","https://openalex.org/W2188368151","https://openalex.org/W2213761457","https://openalex.org/W2280754091","https://openalex.org/W2302870921","https://openalex.org/W2460233821","https://openalex.org/W2464745095","https://openalex.org/W2487770199","https://openalex.org/W2507380695","https://openalex.org/W2560136348","https://openalex.org/W2577523658","https://openalex.org/W2583174539","https://openalex.org/W2586120410","https://openalex.org/W2607580457","https://openalex.org/W2754106852","https://openalex.org/W2782359410","https://openalex.org/W2783847499","https://openalex.org/W2786693279","https://openalex.org/W2787894218","https://openalex.org/W2788132732","https://openalex.org/W2793215590","https://openalex.org/W2793666947","https://openalex.org/W2794916302","https://openalex.org/W2801257202","https://openalex.org/W2802643674","https://openalex.org/W2809427174","https://openalex.org/W2886462200","https://openalex.org/W2889489537","https://openalex.org/W2889721896","https://openalex.org/W2901915714","https://openalex.org/W2910146384","https://openalex.org/W2910448874","https://openalex.org/W2911964244","https://openalex.org/W2915292322","https://openalex.org/W2945908031","https://openalex.org/W2947725549","https://openalex.org/W2948716970","https://openalex.org/W2958856141","https://openalex.org/W2963852406","https://openalex.org/W2964297418","https://openalex.org/W2976911723","https://openalex.org/W2987883775","https://openalex.org/W3005996070","https://openalex.org/W3012404538","https://openalex.org/W3012547664","https://openalex.org/W3022265882","https://openalex.org/W3024628712","https://openalex.org/W3025332860","https://openalex.org/W3036377397","https://openalex.org/W3068013224","https://openalex.org/W3101074380","https://openalex.org/W3102027041","https://openalex.org/W3117567490","https://openalex.org/W3119372996","https://openalex.org/W3134765981","https://openalex.org/W3135863229","https://openalex.org/W3163617311","https://openalex.org/W4232478844","https://openalex.org/W4238152129","https://openalex.org/W4243367342","https://openalex.org/W4248018214","https://openalex.org/W4252543100","https://openalex.org/W4252863041","https://openalex.org/W4256669726","https://openalex.org/W4399650281","https://openalex.org/W6637838000","https://openalex.org/W6718534094","https://openalex.org/W6766726207","https://openalex.org/W6769764061","https://openalex.org/W6785307901","https://openalex.org/W6795848648","https://openalex.org/W6869512677","https://openalex.org/W6892229859"],"related_works":["https://openalex.org/W2042605443","https://openalex.org/W2138022589","https://openalex.org/W2969558435","https://openalex.org/W2092304053","https://openalex.org/W3199849847","https://openalex.org/W192587670","https://openalex.org/W2808064178","https://openalex.org/W2556266745","https://openalex.org/W4293538907","https://openalex.org/W77169334"],"abstract_inverted_index":{"Machine":[0],"learning":[1,294],"algorithms":[2,100],"are":[3,74],"often":[4,26],"used":[5,96,196,230,278],"to":[6,37,65,97,171,279],"model":[7,163],"and":[8,17,30,50,175,218,226,255],"predict":[9],"animal":[10,15,130,284],"habitat":[11,18,24,44,81,110,131,183,285,313],"selection\u2014the":[12],"relationships":[13],"between":[14],"occurrences":[16],"characteristics.":[19],"For":[20],"broadly":[21],"distributed":[22],"species,":[23],"selection":[25,45,111,132,286],"varies":[27],"among":[28],"populations":[29,305],"regions;":[31],"thus,":[32],"it":[33],"would":[34],"seem":[35],"preferable":[36],"fit":[38],"region-":[39],"or":[40,78,304],"population-specific":[41],"models":[42,56,79,86,112,128,264,291],"of":[43,80,129,180,193,243,251,306],"for":[46,71,101,200],"more":[47,299],"accurate":[48,300],"inference":[49],"prediction,":[51],"rather":[52],"than":[53,269],"fitting":[54,126,288],"large-scale":[55,162],"using":[57,140,292],"pooled":[58],"data.":[59],"However,":[60],"where":[61],"the":[62,114,153,191,223,240,270],"aim":[63],"is":[64],"make":[66],"range-wide":[67,289],"predictions,":[68],"including":[69],"areas":[70],"which":[72,194],"there":[73],"no":[75],"existing":[76],"data":[77,143],"selection,":[82],"how":[83],"can":[84,105,121,276,297],"regional":[85,109,123,189,227,281],"best":[87],"be":[88,106,277],"combined?":[89],"We":[90,136,185,238],"propose":[91],"that":[92,308],"ensemble":[93,202,208,260],"approaches":[94,245,261,275],"commonly":[95],"combine":[98],"different":[99],"a":[102,161,177,219,235],"single":[103],"region":[104],"reframed,":[107],"treating":[108],"as":[113,197,231],"candidate":[115],"models.":[116],"By":[117],"doing":[118],"so,":[119],"we":[120,159,195],"incorporate":[122,280],"variation":[124,282,311],"when":[125,287],"predictive":[127,241,267,290],"across":[133,148,302],"large":[134],"ranges.":[135],"test":[137],"this":[138],"approach":[139,221],"satellite":[141],"telemetry":[142],"from":[144],"168":[145],"humpback":[146,165,181,252],"whales":[147],"five":[149,188],"geographic":[150],"regions":[151,303],"in":[152,213,234,263,283,312],"Southern":[154],"Ocean.":[155],"Using":[156],"random":[157],"forests,":[158],"fitted":[160,187],"relating":[164],"whale":[166,182,253],"locations,":[167,170],"versus":[168],"background":[169],"10":[172],"environmental":[173,211,224],"covariates,":[174],"made":[176],"circumpolar":[178,271],"prediction":[179],"selection.":[184,314],"also":[186],"models,":[190],"predictions":[192,228,301],"input":[198,232],"features":[199,233],"four":[201],"approaches:":[203],"an":[204,207,247],"unweighted":[205],"ensemble,":[206],"weighted":[209],"by":[210],"similarity":[212],"each":[214],"cell,":[215],"stacked":[216],"generalization,":[217],"hybrid":[220],"wherein":[222],"covariates":[225],"were":[229],"new":[236],"model.":[237,273],"tested":[239],"performance":[242,268],"these":[244],"on":[246],"independent":[248],"validation":[249],"dataset":[250],"sightings":[254],"whaling":[256],"catches.":[257],"These":[258,274],"multiregional":[259],"resulted":[262],"with":[265],"higher":[266],"naive":[272],"machine":[293],"algorithms.":[295],"This":[296],"yield":[298],"animals":[307],"may":[309],"show":[310]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2021-06-07T00:00:00"}