{"id":"https://openalex.org/W4380682718","doi":"https://doi.org/10.3390/rs15123090","title":"Algorithms and Predictors for Land Cover Classification of Polar Deserts: A Case Study Highlighting Challenges and Recommendations for Future Applications","display_name":"Algorithms and Predictors for Land Cover Classification of Polar Deserts: A Case Study Highlighting Challenges and Recommendations for Future Applications","publication_year":2023,"publication_date":"2023-06-13","ids":{"openalex":"https://openalex.org/W4380682718","doi":"https://doi.org/10.3390/rs15123090"},"language":"en","primary_location":{"id":"doi:10.3390/rs15123090","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15123090","pdf_url":"https://www.mdpi.com/2072-4292/15/12/3090/pdf?version=1686659617","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/2072-4292/15/12/3090/pdf?version=1686659617","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082950093","display_name":"\u00c9milie Desjardins","orcid":"https://orcid.org/0000-0002-3899-0076"},"institutions":[{"id":"https://openalex.org/I182451676","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Rimouski","ror":"https://ror.org/049jtt335","country_code":"CA","type":"education","lineage":["https://openalex.org/I182451676","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"\u00c9milie Desjardins","raw_affiliation_strings":["Canada Research Chair on Northern Biodiversity, Universit\u00e9 du Qu\u00e9bec \u00e0 Rimouski, 300 All\u00e9e des Ursulines, Rimouski, QC G5L 3A1, Canada","Centre for Northern Studies, Universit\u00e9 du Qu\u00e9bec \u00e0 Rimouski, 300 All\u00e9e des Ursulines, Rimouski, QC G5L 3A1, Canada","D\u00e9partement de Biologie, Chimie et G\u00e9ographie, Universit\u00e9 du Qu\u00e9bec \u00e0 Rimouski, 300 All\u00e9e des Ursulines, Rimouski, QC G5L 3A1, Canada","Quebec Centre for Biodiversity Science, Universit\u00e9 du Qu\u00e9bec \u00e0 Rimouski, 300 All\u00e9e des Ursulines, Rimouski, QC G5L 3A1, Canada"],"affiliations":[{"raw_affiliation_string":"Canada Research Chair on Northern Biodiversity, Universit\u00e9 du Qu\u00e9bec \u00e0 Rimouski, 300 All\u00e9e des Ursulines, Rimouski, QC G5L 3A1, Canada","institution_ids":["https://openalex.org/I182451676"]},{"raw_affiliation_string":"Centre for Northern Studies, Universit\u00e9 du Qu\u00e9bec \u00e0 Rimouski, 300 All\u00e9e des Ursulines, Rimouski, QC G5L 3A1, Canada","institution_ids":["https://openalex.org/I182451676"]},{"raw_affiliation_string":"D\u00e9partement de Biologie, Chimie et G\u00e9ographie, Universit\u00e9 du Qu\u00e9bec \u00e0 Rimouski, 300 All\u00e9e des Ursulines, Rimouski, QC G5L 3A1, Canada","institution_ids":["https://openalex.org/I182451676"]},{"raw_affiliation_string":"Quebec Centre for Biodiversity Science, Universit\u00e9 du Qu\u00e9bec \u00e0 Rimouski, 300 All\u00e9e des Ursulines, Rimouski, QC G5L 3A1, Canada","institution_ids":["https://openalex.org/I182451676"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084988300","display_name":"Sandra Lai","orcid":"https://orcid.org/0000-0003-0128-3738"},"institutions":[{"id":"https://openalex.org/I182451676","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Rimouski","ror":"https://ror.org/049jtt335","country_code":"CA","type":"education","lineage":["https://openalex.org/I182451676","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Sandra Lai","raw_affiliation_strings":["Canada Research Chair on Northern Biodiversity, Universit\u00e9 du Qu\u00e9bec \u00e0 Rimouski, 300 All\u00e9e des Ursulines, Rimouski, QC G5L 3A1, Canada","Centre for Northern Studies, Universit\u00e9 du Qu\u00e9bec \u00e0 Rimouski, 300 All\u00e9e des Ursulines, Rimouski, QC G5L 3A1, Canada","D\u00e9partement de Biologie, Chimie et G\u00e9ographie, Universit\u00e9 du Qu\u00e9bec \u00e0 Rimouski, 300 All\u00e9e des Ursulines, Rimouski, QC G5L 3A1, Canada","Quebec Centre for Biodiversity Science, Universit\u00e9 du Qu\u00e9bec \u00e0 Rimouski, 300 All\u00e9e des Ursulines, Rimouski, QC G5L 3A1, Canada"],"affiliations":[{"raw_affiliation_string":"Canada Research Chair on Northern Biodiversity, Universit\u00e9 du Qu\u00e9bec \u00e0 Rimouski, 300 All\u00e9e des Ursulines, Rimouski, QC G5L 3A1, Canada","institution_ids":["https://openalex.org/I182451676"]},{"raw_affiliation_string":"Centre for Northern Studies, Universit\u00e9 du Qu\u00e9bec \u00e0 Rimouski, 300 All\u00e9e des Ursulines, Rimouski, QC G5L 3A1, Canada","institution_ids":["https://openalex.org/I182451676"]},{"raw_affiliation_string":"D\u00e9partement de Biologie, Chimie et G\u00e9ographie, Universit\u00e9 du Qu\u00e9bec \u00e0 Rimouski, 300 All\u00e9e des Ursulines, Rimouski, QC G5L 3A1, Canada","institution_ids":["https://openalex.org/I182451676"]},{"raw_affiliation_string":"Quebec Centre for Biodiversity Science, Universit\u00e9 du Qu\u00e9bec \u00e0 Rimouski, 300 All\u00e9e des Ursulines, Rimouski, QC G5L 3A1, Canada","institution_ids":["https://openalex.org/I182451676"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050747640","display_name":"Laurent Houle","orcid":null},"institutions":[{"id":"https://openalex.org/I182451676","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Rimouski","ror":"https://ror.org/049jtt335","country_code":"CA","type":"education","lineage":["https://openalex.org/I182451676","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Laurent Houle","raw_affiliation_strings":["D\u00e9partement de Biologie, Chimie et G\u00e9ographie, Universit\u00e9 du Qu\u00e9bec \u00e0 Rimouski, 300 All\u00e9e des Ursulines, Rimouski, QC G5L 3A1, Canada","Laboratoire de Pal\u00e9ontologie et Biologie \u00c9volutive, Universit\u00e9 du Qu\u00e9bec \u00e0 Rimouski, 300 All\u00e9e des Ursulines, Rimouski, QC G5L 3A1, Canada"],"affiliations":[{"raw_affiliation_string":"D\u00e9partement de Biologie, Chimie et G\u00e9ographie, Universit\u00e9 du Qu\u00e9bec \u00e0 Rimouski, 300 All\u00e9e des Ursulines, Rimouski, QC G5L 3A1, Canada","institution_ids":["https://openalex.org/I182451676"]},{"raw_affiliation_string":"Laboratoire de Pal\u00e9ontologie et Biologie \u00c9volutive, Universit\u00e9 du Qu\u00e9bec \u00e0 Rimouski, 300 All\u00e9e des Ursulines, Rimouski, QC G5L 3A1, Canada","institution_ids":["https://openalex.org/I182451676"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003358739","display_name":"Alain Caron","orcid":null},"institutions":[{"id":"https://openalex.org/I182451676","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Rimouski","ror":"https://ror.org/049jtt335","country_code":"CA","type":"education","lineage":["https://openalex.org/I182451676","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Alain Caron","raw_affiliation_strings":["D\u00e9partement de Biologie, Chimie et G\u00e9ographie, Universit\u00e9 du Qu\u00e9bec \u00e0 Rimouski, 300 All\u00e9e des Ursulines, Rimouski, QC G5L 3A1, Canada"],"affiliations":[{"raw_affiliation_string":"D\u00e9partement de Biologie, Chimie et G\u00e9ographie, Universit\u00e9 du Qu\u00e9bec \u00e0 Rimouski, 300 All\u00e9e des Ursulines, Rimouski, QC G5L 3A1, Canada","institution_ids":["https://openalex.org/I182451676"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024887004","display_name":"Veronique Th\u00e9riault","orcid":"https://orcid.org/0000-0002-4087-1148"},"institutions":[{"id":"https://openalex.org/I182451676","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Rimouski","ror":"https://ror.org/049jtt335","country_code":"CA","type":"education","lineage":["https://openalex.org/I182451676","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"V\u00e9ronique Th\u00e9riault","raw_affiliation_strings":["D\u00e9partement de Biologie, Chimie et G\u00e9ographie, Universit\u00e9 du Qu\u00e9bec \u00e0 Rimouski, 300 All\u00e9e des Ursulines, Rimouski, QC G5L 3A1, Canada"],"affiliations":[{"raw_affiliation_string":"D\u00e9partement de Biologie, Chimie et G\u00e9ographie, Universit\u00e9 du Qu\u00e9bec \u00e0 Rimouski, 300 All\u00e9e des Ursulines, Rimouski, QC G5L 3A1, Canada","institution_ids":["https://openalex.org/I182451676"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039208463","display_name":"Andrew Tam","orcid":"https://orcid.org/0000-0001-8136-7186"},"institutions":[{"id":"https://openalex.org/I2799797123","display_name":"Canadian Armed Forces","ror":"https://ror.org/03rqcfv80","country_code":"CA","type":"funder","lineage":["https://openalex.org/I2799797123","https://openalex.org/I2802286613"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Andrew Tam","raw_affiliation_strings":["Department of National Defence, 8 Wing Canadian Forces Base Trenton, Station Forces, P.O. Box 1000, Astra, ON K0K 3W0, Canada"],"affiliations":[{"raw_affiliation_string":"Department of National Defence, 8 Wing Canadian Forces Base Trenton, Station Forces, P.O. Box 1000, Astra, ON K0K 3W0, Canada","institution_ids":["https://openalex.org/I2799797123"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001331441","display_name":"Fran\u00e7ois V\u00e9zina","orcid":"https://orcid.org/0000-0002-4990-5391"},"institutions":[{"id":"https://openalex.org/I182451676","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Rimouski","ror":"https://ror.org/049jtt335","country_code":"CA","type":"education","lineage":["https://openalex.org/I182451676","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Fran\u00e7ois V\u00e9zina","raw_affiliation_strings":["Centre for Northern Studies, Universit\u00e9 du Qu\u00e9bec \u00e0 Rimouski, 300 All\u00e9e des Ursulines, Rimouski, QC G5L 3A1, Canada","D\u00e9partement de Biologie, Chimie et G\u00e9ographie, Universit\u00e9 du Qu\u00e9bec \u00e0 Rimouski, 300 All\u00e9e des Ursulines, Rimouski, QC G5L 3A1, Canada","Quebec Centre for Biodiversity Science, Universit\u00e9 du Qu\u00e9bec \u00e0 Rimouski, 300 All\u00e9e des Ursulines, Rimouski, QC G5L 3A1, Canada"],"affiliations":[{"raw_affiliation_string":"Centre for Northern Studies, Universit\u00e9 du Qu\u00e9bec \u00e0 Rimouski, 300 All\u00e9e des Ursulines, Rimouski, QC G5L 3A1, Canada","institution_ids":["https://openalex.org/I182451676"]},{"raw_affiliation_string":"D\u00e9partement de Biologie, Chimie et G\u00e9ographie, Universit\u00e9 du Qu\u00e9bec \u00e0 Rimouski, 300 All\u00e9e des Ursulines, Rimouski, QC G5L 3A1, Canada","institution_ids":["https://openalex.org/I182451676"]},{"raw_affiliation_string":"Quebec Centre for Biodiversity Science, Universit\u00e9 du Qu\u00e9bec \u00e0 Rimouski, 300 All\u00e9e des Ursulines, Rimouski, QC G5L 3A1, Canada","institution_ids":["https://openalex.org/I182451676"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066049084","display_name":"Dominique Berteaux","orcid":"https://orcid.org/0000-0003-2728-5985"},"institutions":[{"id":"https://openalex.org/I182451676","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Rimouski","ror":"https://ror.org/049jtt335","country_code":"CA","type":"education","lineage":["https://openalex.org/I182451676","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Dominique Berteaux","raw_affiliation_strings":["Canada Research Chair on Northern Biodiversity, Universit\u00e9 du Qu\u00e9bec \u00e0 Rimouski, 300 All\u00e9e des Ursulines, Rimouski, QC G5L 3A1, Canada","Centre for Northern Studies, Universit\u00e9 du Qu\u00e9bec \u00e0 Rimouski, 300 All\u00e9e des Ursulines, Rimouski, QC G5L 3A1, Canada","D\u00e9partement de Biologie, Chimie et G\u00e9ographie, Universit\u00e9 du Qu\u00e9bec \u00e0 Rimouski, 300 All\u00e9e des Ursulines, Rimouski, QC G5L 3A1, Canada","Quebec Centre for Biodiversity Science, Universit\u00e9 du Qu\u00e9bec \u00e0 Rimouski, 300 All\u00e9e des Ursulines, Rimouski, QC G5L 3A1, Canada"],"affiliations":[{"raw_affiliation_string":"Canada Research Chair on Northern Biodiversity, Universit\u00e9 du Qu\u00e9bec \u00e0 Rimouski, 300 All\u00e9e des Ursulines, Rimouski, QC G5L 3A1, Canada","institution_ids":["https://openalex.org/I182451676"]},{"raw_affiliation_string":"Centre for Northern Studies, Universit\u00e9 du Qu\u00e9bec \u00e0 Rimouski, 300 All\u00e9e des Ursulines, Rimouski, QC G5L 3A1, Canada","institution_ids":["https://openalex.org/I182451676"]},{"raw_affiliation_string":"D\u00e9partement de Biologie, Chimie et G\u00e9ographie, Universit\u00e9 du Qu\u00e9bec \u00e0 Rimouski, 300 All\u00e9e des Ursulines, Rimouski, QC G5L 3A1, Canada","institution_ids":["https://openalex.org/I182451676"]},{"raw_affiliation_string":"Quebec Centre for Biodiversity Science, Universit\u00e9 du Qu\u00e9bec \u00e0 Rimouski, 300 All\u00e9e des Ursulines, Rimouski, QC G5L 3A1, Canada","institution_ids":["https://openalex.org/I182451676"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5082950093"],"corresponding_institution_ids":["https://openalex.org/I182451676"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.8347,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.69790799,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"15","issue":"12","first_page":"3090","last_page":"3090"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11333","display_name":"Climate change and permafrost","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11333","display_name":"Climate change and permafrost","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10644","display_name":"Cryospheric studies and observations","score":0.9872000217437744,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12614","display_name":"Indigenous Studies and Ecology","score":0.9866999983787537,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/land-cover","display_name":"Land cover","score":0.7365034818649292},{"id":"https://openalex.org/keywords/arctic","display_name":"Arctic","score":0.6230319738388062},{"id":"https://openalex.org/keywords/physical-geography","display_name":"Physical geography","score":0.5366166830062866},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5300901532173157},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5113596320152283},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.47763195633888245},{"id":"https://openalex.org/keywords/latitude","display_name":"Latitude","score":0.43079710006713867},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.41686365008354187},{"id":"https://openalex.org/keywords/land-use","display_name":"Land use","score":0.4045664966106415},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.28428566455841064},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.27525055408477783},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.25839048624038696},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1640540063381195},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1475483477115631},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.12144067883491516},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.07842153310775757}],"concepts":[{"id":"https://openalex.org/C2780648208","wikidata":"https://www.wikidata.org/wiki/Q3001793","display_name":"Land cover","level":3,"score":0.7365034818649292},{"id":"https://openalex.org/C518008717","wikidata":"https://www.wikidata.org/wiki/Q25322","display_name":"Arctic","level":2,"score":0.6230319738388062},{"id":"https://openalex.org/C100970517","wikidata":"https://www.wikidata.org/wiki/Q52107","display_name":"Physical geography","level":1,"score":0.5366166830062866},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5300901532173157},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5113596320152283},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.47763195633888245},{"id":"https://openalex.org/C122523270","wikidata":"https://www.wikidata.org/wiki/Q34027","display_name":"Latitude","level":2,"score":0.43079710006713867},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.41686365008354187},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.4045664966106415},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.28428566455841064},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.27525055408477783},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.25839048624038696},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1640540063381195},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1475483477115631},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.12144067883491516},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.07842153310775757},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs15123090","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15123090","pdf_url":"https://www.mdpi.com/2072-4292/15/12/3090/pdf?version=1686659617","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:doaj.org/article:1a8337c343834cda839d3d4c33744cc6","is_oa":true,"landing_page_url":"https://doaj.org/article/1a8337c343834cda839d3d4c33744cc6","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 15, Iss 12, p 3090 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/15/12/3090/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs15123090","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 15; Issue 12; Pages: 3090","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs15123090","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15123090","pdf_url":"https://www.mdpi.com/2072-4292/15/12/3090/pdf?version=1686659617","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":[],"awards":[{"id":"https://openalex.org/G1014212736","display_name":null,"funder_award_id":"509948-2018","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"},{"id":"https://openalex.org/G1304196372","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"},{"id":"https://openalex.org/G1597412403","display_name":null,"funder_award_id":"RGPIN-","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"},{"id":"https://openalex.org/G2165548363","display_name":null,"funder_award_id":"Canada","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"},{"id":"https://openalex.org/G3216283581","display_name":null,"funder_award_id":"RGPIN-201","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"},{"id":"https://openalex.org/G4472667909","display_name":null,"funder_award_id":"CREATE","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"},{"id":"https://openalex.org/G4812980465","display_name":null,"funder_award_id":"RGPNS-2019-305531","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"},{"id":"https://openalex.org/G5066829268","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320313408","funder_display_name":"Polar Knowledge Canada"},{"id":"https://openalex.org/G531653307","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320320994","funder_display_name":"Canada Research Chairs"},{"id":"https://openalex.org/G5784215521","display_name":null,"funder_award_id":"Chair","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"},{"id":"https://openalex.org/G6221715925","display_name":null,"funder_award_id":"RGPIN","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"},{"id":"https://openalex.org/G7136325465","display_name":null,"funder_award_id":"RGPIN-","funder_id":"https://openalex.org/F4320320994","funder_display_name":"Canada Research Chairs"},{"id":"https://openalex.org/G7711801522","display_name":null,"funder_award_id":"RGPIN-2019-05292 and RGPNS-2019-305531","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"},{"id":"https://openalex.org/G8284766523","display_name":null,"funder_award_id":"(NSERC)","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"},{"id":"https://openalex.org/G832689143","display_name":null,"funder_award_id":"RGPIN-2019","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"},{"id":"https://openalex.org/G8595721295","display_name":null,"funder_award_id":"NSERC","funder_id":"https://openalex.org/F4320320994","funder_display_name":"Canada Research Chairs"},{"id":"https://openalex.org/G919846122","display_name":null,"funder_award_id":"Chair","funder_id":"https://openalex.org/F4320320994","funder_display_name":"Canada Research Chairs"}],"funders":[{"id":"https://openalex.org/F4320313408","display_name":"Polar Knowledge Canada","ror":"https://ror.org/00rfash91"},{"id":"https://openalex.org/F4320315098","display_name":"Molson Foundation","ror":null},{"id":"https://openalex.org/F4320319864","display_name":"ArcticNet","ror":"https://ror.org/01tca3t44"},{"id":"https://openalex.org/F4320320994","display_name":"Canada Research Chairs","ror":"https://ror.org/0517h6h17"},{"id":"https://openalex.org/F4320330045","display_name":"Minist\u00e8re de la D\u00e9fense Nationale","ror":"https://ror.org/035rreb34"},{"id":"https://openalex.org/F4320332018","display_name":"Kenneth M. Molson Foundation","ror":null},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"},{"id":"https://openalex.org/F4320334841","display_name":"Fonds de recherche du Qu\u00e9bec \u2013 Nature et technologies","ror":"https://ror.org/00b9f9778"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4380682718.pdf"},"referenced_works_count":153,"referenced_works":["https://openalex.org/W29643851","https://openalex.org/W273955616","https://openalex.org/W429766147","https://openalex.org/W649878484","https://openalex.org/W1497751391","https://openalex.org/W1559149918","https://openalex.org/W1570801260","https://openalex.org/W1590946397","https://openalex.org/W1591730194","https://openalex.org/W1869733791","https://openalex.org/W1871943280","https://openalex.org/W1964217023","https://openalex.org/W1967320885","https://openalex.org/W1967938832","https://openalex.org/W1972774330","https://openalex.org/W1980627691","https://openalex.org/W1981209996","https://openalex.org/W1985392081","https://openalex.org/W1988998717","https://openalex.org/W1995962830","https://openalex.org/W2000102737","https://openalex.org/W2000613913","https://openalex.org/W2002021232","https://openalex.org/W2002320656","https://openalex.org/W2005156666","https://openalex.org/W2006929658","https://openalex.org/W2012686349","https://openalex.org/W2014267136","https://openalex.org/W2019704608","https://openalex.org/W2019899368","https://openalex.org/W2022010375","https://openalex.org/W2028727551","https://openalex.org/W2049615096","https://openalex.org/W2049647840","https://openalex.org/W2052397249","https://openalex.org/W2054767118","https://openalex.org/W2073041715","https://openalex.org/W2073383975","https://openalex.org/W2075260040","https://openalex.org/W2077509829","https://openalex.org/W2078101597","https://openalex.org/W2081558785","https://openalex.org/W2085023152","https://openalex.org/W2086589520","https://openalex.org/W2089441588","https://openalex.org/W2093745969","https://openalex.org/W2108484081","https://openalex.org/W2111743232","https://openalex.org/W2112296142","https://openalex.org/W2114081018","https://openalex.org/W2117428046","https://openalex.org/W2118100915","https://openalex.org/W2120773077","https://openalex.org/W2122111042","https://openalex.org/W2123807796","https://openalex.org/W2128149255","https://openalex.org/W2130104490","https://openalex.org/W2132899773","https://openalex.org/W2139414204","https://openalex.org/W2140406377","https://openalex.org/W2141226893","https://openalex.org/W2142266959","https://openalex.org/W2142955757","https://openalex.org/W2156665896","https://openalex.org/W2156909104","https://openalex.org/W2157439435","https://openalex.org/W2162061777","https://openalex.org/W2163504043","https://openalex.org/W2167787089","https://openalex.org/W2176831171","https://openalex.org/W2188829624","https://openalex.org/W2196579671","https://openalex.org/W2223658586","https://openalex.org/W2273297058","https://openalex.org/W2316175344","https://openalex.org/W2317167018","https://openalex.org/W2469151188","https://openalex.org/W2481105521","https://openalex.org/W2487087946","https://openalex.org/W2519235776","https://openalex.org/W2557801907","https://openalex.org/W2559556247","https://openalex.org/W2587948789","https://openalex.org/W2588704575","https://openalex.org/W2610726625","https://openalex.org/W2617056706","https://openalex.org/W2749645037","https://openalex.org/W2750378047","https://openalex.org/W2752626909","https://openalex.org/W2762523627","https://openalex.org/W2766089264","https://openalex.org/W2769504741","https://openalex.org/W2775348532","https://openalex.org/W2782792839","https://openalex.org/W2796991992","https://openalex.org/W2883351266","https://openalex.org/W2896519477","https://openalex.org/W2899209674","https://openalex.org/W2906947623","https://openalex.org/W2911964244","https://openalex.org/W2912002401","https://openalex.org/W2947113878","https://openalex.org/W2951471051","https://openalex.org/W2957984918","https://openalex.org/W2963966579","https://openalex.org/W2966529409","https://openalex.org/W2966721889","https://openalex.org/W2973219266","https://openalex.org/W2979634669","https://openalex.org/W3003951427","https://openalex.org/W3004472902","https://openalex.org/W3022140236","https://openalex.org/W3024335429","https://openalex.org/W3025204457","https://openalex.org/W3044439402","https://openalex.org/W3044853528","https://openalex.org/W3048858067","https://openalex.org/W3056133532","https://openalex.org/W3111994125","https://openalex.org/W3127687370","https://openalex.org/W3149839747","https://openalex.org/W3164696869","https://openalex.org/W3165898521","https://openalex.org/W3170424486","https://openalex.org/W3179914357","https://openalex.org/W3182795488","https://openalex.org/W3198243313","https://openalex.org/W3211851065","https://openalex.org/W3214843076","https://openalex.org/W4212974703","https://openalex.org/W4221031767","https://openalex.org/W4240959260","https://openalex.org/W4243072198","https://openalex.org/W4282019460","https://openalex.org/W4292865744","https://openalex.org/W4293526428","https://openalex.org/W4299689471","https://openalex.org/W4301504863","https://openalex.org/W4313827680","https://openalex.org/W4391417103","https://openalex.org/W4398549858","https://openalex.org/W6610017368","https://openalex.org/W6611762666","https://openalex.org/W6632445771","https://openalex.org/W6633508898","https://openalex.org/W6645584102","https://openalex.org/W6680444720","https://openalex.org/W6687214673","https://openalex.org/W6693698958","https://openalex.org/W6746073592","https://openalex.org/W6766325444","https://openalex.org/W6841136336","https://openalex.org/W6929732715"],"related_works":["https://openalex.org/W2125601909","https://openalex.org/W3133615129","https://openalex.org/W2087854757","https://openalex.org/W2188959887","https://openalex.org/W2373152553","https://openalex.org/W3192667092","https://openalex.org/W2386169820","https://openalex.org/W604251607","https://openalex.org/W2972049582","https://openalex.org/W3170595163"],"abstract_inverted_index":{"The":[0,29,180,204],"use":[1,67],"of":[2,26,49,68,81,98,101,114,130,196,207,266],"remote":[3,69],"sensing":[4,70],"for":[5,22,60,127,251,263],"developing":[6],"land":[7,62,95,197],"cover":[8,63,96,198],"maps":[9],"in":[10,16,71,200,256],"the":[11,17,24,45,66,99,102,111,128,131,162,183,190,194,208,216,230,257,264],"Arctic":[12,50,72,267],"has":[13],"grown":[14],"considerably":[15],"last":[18],"two":[19],"decades,":[20],"especially":[21],"monitoring":[23,265],"effects":[25],"climate":[27],"change.":[28],"main":[30],"challenge":[31],"is":[32,53,261],"to":[33,40,44,90,156,175,182,270],"link":[34],"information":[35],"extracted":[36],"from":[37,77,165],"satellite":[38],"imagery":[39],"ground":[41],"covers":[42],"due":[43],"fine-scale":[46],"spatial":[47],"heterogeneity":[48],"ecosystems.":[51],"There":[52],"currently":[54],"no":[55],"commonly":[56,177],"accepted":[57],"methodological":[58],"scheme":[59],"high-latitude":[61],"mapping,":[64],"but":[65],"ecosystem":[73],"mapping":[74],"would":[75],"benefit":[76],"a":[78,92,107,171,221],"coordinated":[79],"sharing":[80],"lessons":[82],"learned":[83],"and":[84,123,135,151,158,186,213,225,242],"best":[85],"practices.":[86],"Here,":[87],"we":[88,144],"aimed":[89],"produce":[91],"highly":[93],"accurate":[94],"map":[97],"surroundings":[100],"Canadian":[103],"Forces":[104],"Station":[105],"Alert,":[106],"polar":[108,272],"desert":[109],"on":[110,170],"northeastern":[112],"tip":[113],"Ellesmere":[115],"Island":[116],"(Nunavut,":[117],"Canada)":[118],"by":[119,240,245],"testing":[120],"different":[121],"predictors":[122,147,154,192],"classifiers.":[124,179,232],"To":[125],"account":[126],"effect":[129],"bare":[132],"soil":[133,246],"background":[134],"water":[136],"limitations":[137],"that":[138],"are":[139],"omnipresent":[140],"at":[141],"these":[142],"latitudes,":[143],"included":[145],"as":[146,237],"soil-adjusted":[148,187],"vegetation":[149],"indices":[150,188],"several":[152],"hydrological":[153],"related":[155],"waterbodies":[157],"snowbanks.":[159],"We":[160,248],"compared":[161],"results":[163],"obtained":[164],"an":[166],"ensemble":[167,217],"classifier":[168,218],"based":[169],"majority":[172],"voting":[173],"algorithm":[174],"eight":[176],"used":[178],"distance":[181],"nearest":[184],"snowbank":[185],"were":[189],"top":[191],"allowing":[193],"discrimination":[195],"classes":[199],"our":[201],"study":[202],"area.":[203],"overall":[205],"accuracy":[206,223],"classifiers":[209],"ranged":[210],"between":[211],"75":[212],"88%,":[214],"with":[215],"also":[219],"yielding":[220],"high":[222],"(85%)":[224],"producing":[226],"less":[227],"bias":[228],"than":[229],"individual":[231],"Some":[233],"challenges":[234],"remained,":[235],"such":[236],"shadows":[238],"created":[239],"boulders":[241],"snow":[243],"covered":[244],"material.":[247],"provide":[249],"recommendations":[250],"further":[252],"improving":[253],"classification":[254],"methodology":[255],"High":[258],"Arctic,":[259],"which":[260],"important":[262],"ecosystems":[268],"exposed":[269],"ongoing":[271],"amplification.":[273]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}
