{"id":"https://openalex.org/W1994780096","doi":"https://doi.org/10.3390/rs61212187","title":"Improved Wetland Classification Using Eight-Band High Resolution Satellite Imagery and a Hybrid Approach","display_name":"Improved Wetland Classification Using Eight-Band High Resolution Satellite Imagery and a Hybrid Approach","publication_year":2014,"publication_date":"2014-12-08","ids":{"openalex":"https://openalex.org/W1994780096","doi":"https://doi.org/10.3390/rs61212187","mag":"1994780096"},"language":"en","primary_location":{"id":"doi:10.3390/rs61212187","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs61212187","pdf_url":"https://www.mdpi.com/2072-4292/6/12/12187/pdf?version=1418046463","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/2072-4292/6/12/12187/pdf?version=1418046463","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065342304","display_name":"Charles R. Lane","orcid":"https://orcid.org/0000-0003-0066-8919"},"institutions":[{"id":"https://openalex.org/I1302368450","display_name":"Environmental Protection Agency","ror":"https://ror.org/03tns0030","country_code":"US","type":"government","lineage":["https://openalex.org/I1302368450"]},{"id":"https://openalex.org/I1302493489","display_name":"Ohio Environmental Protection Agency","ror":"https://ror.org/05xd9aq52","country_code":"US","type":"government","lineage":["https://openalex.org/I1302493489"]},{"id":"https://openalex.org/I4210159480","display_name":"Environmental Protection Agency","ror":"https://ror.org/05qbqeh37","country_code":"IE","type":"funder","lineage":["https://openalex.org/I4210159480"]}],"countries":["IE","US"],"is_corresponding":true,"raw_author_name":"Charles Lane","raw_affiliation_strings":["United States Environmental Protection Agency, Office of Research and Development,  Cincinnati, OH 45268, USA","United States Environmental Protection Agency, Office of Research and Development, Cincinnati, OH 45268, USA"],"affiliations":[{"raw_affiliation_string":"United States Environmental Protection Agency, Office of Research and Development,  Cincinnati, OH 45268, USA","institution_ids":["https://openalex.org/I1302493489","https://openalex.org/I1302368450","https://openalex.org/I4210159480"]},{"raw_affiliation_string":"United States Environmental Protection Agency, Office of Research and Development, Cincinnati, OH 45268, USA","institution_ids":["https://openalex.org/I1302368450"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101778436","display_name":"Hongxing Liu","orcid":"https://orcid.org/0000-0002-2418-3636"},"institutions":[{"id":"https://openalex.org/I1302368450","display_name":"Environmental Protection Agency","ror":"https://ror.org/03tns0030","country_code":"US","type":"government","lineage":["https://openalex.org/I1302368450"]},{"id":"https://openalex.org/I1302493489","display_name":"Ohio Environmental Protection Agency","ror":"https://ror.org/05xd9aq52","country_code":"US","type":"government","lineage":["https://openalex.org/I1302493489"]},{"id":"https://openalex.org/I63135867","display_name":"University of Cincinnati","ror":"https://ror.org/01e3m7079","country_code":"US","type":"education","lineage":["https://openalex.org/I63135867"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hongxing Liu","raw_affiliation_strings":["Department of Geography, University of Cincinnati, Cincinnati, OH 45221, USA","Dynamac Corporation c/o, United States Environmental Protection Agency,  Cincinnati, OH 45268, USA","Dynamac Corporation c/o, United States Environmental Protection Agency, Cincinnati, OH 45268, USA"],"affiliations":[{"raw_affiliation_string":"Department of Geography, University of Cincinnati, Cincinnati, OH 45221, USA","institution_ids":["https://openalex.org/I63135867"]},{"raw_affiliation_string":"Dynamac Corporation c/o, United States Environmental Protection Agency,  Cincinnati, OH 45268, USA","institution_ids":["https://openalex.org/I1302493489"]},{"raw_affiliation_string":"Dynamac Corporation c/o, United States Environmental Protection Agency, Cincinnati, OH 45268, USA","institution_ids":["https://openalex.org/I1302368450"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112353305","display_name":"Bradley C. Autrey","orcid":null},"institutions":[{"id":"https://openalex.org/I1302368450","display_name":"Environmental Protection Agency","ror":"https://ror.org/03tns0030","country_code":"US","type":"government","lineage":["https://openalex.org/I1302368450"]},{"id":"https://openalex.org/I1302493489","display_name":"Ohio Environmental Protection Agency","ror":"https://ror.org/05xd9aq52","country_code":"US","type":"government","lineage":["https://openalex.org/I1302493489"]},{"id":"https://openalex.org/I4210159480","display_name":"Environmental Protection Agency","ror":"https://ror.org/05qbqeh37","country_code":"IE","type":"funder","lineage":["https://openalex.org/I4210159480"]}],"countries":["IE","US"],"is_corresponding":false,"raw_author_name":"Bradley Autrey","raw_affiliation_strings":["United States Environmental Protection Agency, Office of Research and Development,  Cincinnati, OH 45268, USA","United States Environmental Protection Agency, Office of Research and Development, Cincinnati, OH 45268, USA"],"affiliations":[{"raw_affiliation_string":"United States Environmental Protection Agency, Office of Research and Development,  Cincinnati, OH 45268, USA","institution_ids":["https://openalex.org/I1302493489","https://openalex.org/I1302368450","https://openalex.org/I4210159480"]},{"raw_affiliation_string":"United States Environmental Protection Agency, Office of Research and Development, Cincinnati, OH 45268, USA","institution_ids":["https://openalex.org/I1302368450"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016710316","display_name":"Oleg A. Anenkhonov","orcid":"https://orcid.org/0000-0001-8633-7154"},"institutions":[{"id":"https://openalex.org/I4210165865","display_name":"Institute of General and Experimental Biology","ror":"https://ror.org/05nyr7981","country_code":"RU","type":"facility","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210129690","https://openalex.org/I4210165865"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Oleg Anenkhonov","raw_affiliation_strings":["Institute of General and Experimental Biology, Russian Academy of Sciences, Siberian Branch, Ulan-Ude 670047, Russia"],"affiliations":[{"raw_affiliation_string":"Institute of General and Experimental Biology, Russian Academy of Sciences, Siberian Branch, Ulan-Ude 670047, Russia","institution_ids":["https://openalex.org/I4210165865"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031892053","display_name":"Victor V. Chepinoga","orcid":"https://orcid.org/0000-0003-3809-7453"},"institutions":[{"id":"https://openalex.org/I4210096605","display_name":"V. B. Sochava Institute of Geography","ror":"https://ror.org/00q976b76","country_code":"RU","type":"facility","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210096605","https://openalex.org/I4210127387"]},{"id":"https://openalex.org/I93251985","display_name":"Irkutsk State University","ror":"https://ror.org/01j99nc54","country_code":"RU","type":"education","lineage":["https://openalex.org/I93251985"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Victor Chepinoga","raw_affiliation_strings":["Department of Botany and Genetics, Irkutsk State University, Irkutsk 664003, Russia","Institute of Geography, Russian Academy of Sciences, Siberian Branch, Irkutsk 664003, Russia"],"affiliations":[{"raw_affiliation_string":"Department of Botany and Genetics, Irkutsk State University, Irkutsk 664003, Russia","institution_ids":["https://openalex.org/I93251985"]},{"raw_affiliation_string":"Institute of Geography, Russian Academy of Sciences, Siberian Branch, Irkutsk 664003, Russia","institution_ids":["https://openalex.org/I4210096605"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002753315","display_name":"Qiusheng Wu","orcid":"https://orcid.org/0000-0001-5437-4073"},"institutions":[{"id":"https://openalex.org/I1302368450","display_name":"Environmental Protection Agency","ror":"https://ror.org/03tns0030","country_code":"US","type":"government","lineage":["https://openalex.org/I1302368450"]},{"id":"https://openalex.org/I1302493489","display_name":"Ohio Environmental Protection Agency","ror":"https://ror.org/05xd9aq52","country_code":"US","type":"government","lineage":["https://openalex.org/I1302493489"]},{"id":"https://openalex.org/I63135867","display_name":"University of Cincinnati","ror":"https://ror.org/01e3m7079","country_code":"US","type":"education","lineage":["https://openalex.org/I63135867"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qiusheng Wu","raw_affiliation_strings":["Department of Geography, University of Cincinnati, Cincinnati, OH 45221, USA","Dynamac Corporation c/o, United States Environmental Protection Agency,  Cincinnati, OH 45268, USA","Dynamac Corporation c/o, United States Environmental Protection Agency, Cincinnati, OH 45268, USA"],"affiliations":[{"raw_affiliation_string":"Department of Geography, University of Cincinnati, Cincinnati, OH 45221, USA","institution_ids":["https://openalex.org/I63135867"]},{"raw_affiliation_string":"Dynamac Corporation c/o, United States Environmental Protection Agency,  Cincinnati, OH 45268, USA","institution_ids":["https://openalex.org/I1302493489"]},{"raw_affiliation_string":"Dynamac Corporation c/o, United States Environmental Protection Agency, Cincinnati, OH 45268, USA","institution_ids":["https://openalex.org/I1302368450"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5065342304"],"corresponding_institution_ids":["https://openalex.org/I1302368450","https://openalex.org/I1302493489","https://openalex.org/I4210159480"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":5.8912,"has_fulltext":true,"cited_by_count":94,"citation_normalized_percentile":{"value":0.95846669,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"6","issue":"12","first_page":"12187","last_page":"12216"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9972000122070312,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9972000122070312,"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/T10226","display_name":"Land Use and Ecosystem Services","score":0.9966999888420105,"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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9819999933242798,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/wetland","display_name":"Wetland","score":0.8232437968254089},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6981137990951538},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5989141464233398},{"id":"https://openalex.org/keywords/habitat","display_name":"Habitat","score":0.5676438212394714},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.46377936005592346},{"id":"https://openalex.org/keywords/spectral-bands","display_name":"Spectral bands","score":0.4456160068511963},{"id":"https://openalex.org/keywords/satellite-imagery","display_name":"Satellite imagery","score":0.42710641026496887},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.4162610173225403},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.3087083697319031},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.21629363298416138},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.07234752178192139}],"concepts":[{"id":"https://openalex.org/C67715294","wikidata":"https://www.wikidata.org/wiki/Q170321","display_name":"Wetland","level":2,"score":0.8232437968254089},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6981137990951538},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5989141464233398},{"id":"https://openalex.org/C185933670","wikidata":"https://www.wikidata.org/wiki/Q52105","display_name":"Habitat","level":2,"score":0.5676438212394714},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.46377936005592346},{"id":"https://openalex.org/C114700698","wikidata":"https://www.wikidata.org/wiki/Q2882278","display_name":"Spectral bands","level":2,"score":0.4456160068511963},{"id":"https://openalex.org/C2778102629","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite imagery","level":2,"score":0.42710641026496887},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.4162610173225403},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.3087083697319031},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.21629363298416138},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.07234752178192139},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs61212187","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs61212187","pdf_url":"https://www.mdpi.com/2072-4292/6/12/12187/pdf?version=1418046463","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:84f7139a619744c38a5afabb374dcf91","is_oa":true,"landing_page_url":"https://doaj.org/article/84f7139a619744c38a5afabb374dcf91","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 6, Iss 12, Pp 12187-12216 (2014)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/6/12/12187/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs61212187","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 6; Issue 12; Pages: 12187-12216","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs61212187","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs61212187","pdf_url":"https://www.mdpi.com/2072-4292/6/12/12187/pdf?version=1418046463","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":[{"score":0.44999998807907104,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G2299009608","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320306107","funder_display_name":"U.S. Environmental Protection Agency"},{"id":"https://openalex.org/G8202673333","display_name":null,"funder_award_id":"contra","funder_id":"https://openalex.org/F4320306107","funder_display_name":"U.S. Environmental Protection Agency"}],"funders":[{"id":"https://openalex.org/F4320306107","display_name":"U.S. Environmental Protection Agency","ror":"https://ror.org/03tns0030"},{"id":"https://openalex.org/F4320306113","display_name":"U.S. Department of State","ror":"https://ror.org/03vvynj75"},{"id":"https://openalex.org/F4320309037","display_name":"Office of Research and Development","ror":"https://ror.org/05rsv9s98"},{"id":"https://openalex.org/F4320320952","display_name":"International Science and Technology Center","ror":"https://ror.org/03fn1w943"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1994780096.pdf","grobid_xml":"https://content.openalex.org/works/W1994780096.grobid-xml"},"referenced_works_count":71,"referenced_works":["https://openalex.org/W132660779","https://openalex.org/W1482198369","https://openalex.org/W1606936601","https://openalex.org/W1610015390","https://openalex.org/W1971637299","https://openalex.org/W1971784203","https://openalex.org/W1980874154","https://openalex.org/W1982990099","https://openalex.org/W1983018638","https://openalex.org/W1983761001","https://openalex.org/W1989428365","https://openalex.org/W1991711430","https://openalex.org/W1994230782","https://openalex.org/W1994983576","https://openalex.org/W1996972086","https://openalex.org/W2004553299","https://openalex.org/W2004957431","https://openalex.org/W2016079199","https://openalex.org/W2021819388","https://openalex.org/W2023648136","https://openalex.org/W2030890959","https://openalex.org/W2039317838","https://openalex.org/W2044465660","https://openalex.org/W2045364433","https://openalex.org/W2049294728","https://openalex.org/W2051636611","https://openalex.org/W2062374357","https://openalex.org/W2063623478","https://openalex.org/W2070079138","https://openalex.org/W2076330631","https://openalex.org/W2076834037","https://openalex.org/W2080210566","https://openalex.org/W2088401731","https://openalex.org/W2091143632","https://openalex.org/W2096611296","https://openalex.org/W2097179086","https://openalex.org/W2101454917","https://openalex.org/W2111975408","https://openalex.org/W2123643682","https://openalex.org/W2129610341","https://openalex.org/W2133298734","https://openalex.org/W2137798415","https://openalex.org/W2150258034","https://openalex.org/W2162480849","https://openalex.org/W2163579089","https://openalex.org/W2168277433","https://openalex.org/W2178710310","https://openalex.org/W2187711334","https://openalex.org/W2189507257","https://openalex.org/W2313176631","https://openalex.org/W2321273815","https://openalex.org/W2398616379","https://openalex.org/W2486882549","https://openalex.org/W2505820723","https://openalex.org/W2522236574","https://openalex.org/W2915117956","https://openalex.org/W3010621220","https://openalex.org/W4232225751","https://openalex.org/W4240154320","https://openalex.org/W4285719527","https://openalex.org/W6605314164","https://openalex.org/W6656445448","https://openalex.org/W6662811267","https://openalex.org/W6675136064","https://openalex.org/W6684124636","https://openalex.org/W6686994686","https://openalex.org/W6687106723","https://openalex.org/W6698522208","https://openalex.org/W6712703161","https://openalex.org/W6722552900","https://openalex.org/W6727332709"],"related_works":["https://openalex.org/W2381193838","https://openalex.org/W2383007022","https://openalex.org/W1995429609","https://openalex.org/W2367678540","https://openalex.org/W2376642692","https://openalex.org/W1992980705","https://openalex.org/W2388744186","https://openalex.org/W2355754934","https://openalex.org/W1504540281","https://openalex.org/W2390294057"],"abstract_inverted_index":{"Although":[0],"remote":[1,152],"sensing":[2,153],"technology":[3],"has":[4],"long":[5],"been":[6,30],"used":[7,150],"in":[8,62,151,165,177,220,246],"wetland":[9,19,57,101,258],"inventory":[10],"and":[11,15,26,32,37,53,59,75,100,103,115,126,191,196,200,210,226,238,244,256],"monitoring,":[12],"the":[13,39,63,110,122,146,157,163,166,197,232,239,248],"accuracy":[14,89,125,169],"detail":[16],"level":[17],"of":[18,41,67,79,90,98,145,215,234,241,253],"maps":[20],"derived":[21],"with":[22,156,174],"moderate":[23],"resolution":[24],"imagery":[25],"traditional":[27,159],"techniques":[28],"have":[29],"limited":[31],"often":[33],"unsatisfactory.":[34],"We":[35,84],"explored":[36],"evaluated":[38],"utility":[40,233],"a":[42,72,76,235,254],"newly":[43],"launched":[44],"high-resolution,":[45],"eight-band":[46],"satellite":[47],"system":[48],"(Worldview-2;":[49],"WV2)":[50],"for":[51,95,120,128],"identifying":[52],"classifying":[54],"freshwater":[55],"deltaic":[56],"vegetation":[58],"aquatic":[60,99,192,209],"habitats":[61,102],"Selenga":[64],"River":[65],"Delta":[66],"Lake":[68],"Baikal,":[69],"Russia,":[70],"using":[71],"hybrid":[73,236],"approach":[74,237],"novel":[77],"application":[78],"Indicator":[80],"Species":[81],"Analysis":[82],"(ISA).":[83],"achieved":[85],"an":[86],"overall":[87,123,167],"classification":[88,124,168],"86.5%":[91],"(Kappa":[92],"coefficient:":[93],"0.85)":[94],"22":[96],"classes":[97,225],"found":[104],"that":[105,137],"additional":[106,242],"metrics,":[107],"such":[108],"as":[109],"Normalized":[111],"Difference":[112],"Vegetation":[113],"Index":[114],"image":[116],"texture,":[117],"were":[118],"valuable":[119],"improving":[121],"particularly":[127],"discriminating":[129],"among":[130,206],"certain":[131,182],"habitat":[132],"classes.":[133],"Our":[134,229],"analysis":[135],"demonstrated":[136,231],"including":[138],"WV2\u2019s":[139],"four":[140],"spectral":[141,224],"bands":[142,203,243],"from":[143],"parts":[144],"spectrum":[147],"less":[148],"commonly":[149],"analyses,":[154],"along":[155],"more":[158],"bandwidths,":[160],"contributed":[161],"to":[162,180],"increase":[164],"by":[170],"~4%":[171],"overall,":[172],"but":[173],"considerable":[175],"increases":[176],"our":[178],"ability":[179],"discriminate":[181],"communities.":[183],"The":[184,213],"coastal":[185],"band":[186],"improved":[187,204],"differentiating":[188],"open":[189],"water":[190],"(i.e.,":[193],"vegetated)":[194],"habitats,":[195],"yellow,":[198],"red-edge,":[199],"near-infrared":[201],"2":[202],"discrimination":[205],"different":[207],"vegetated":[208],"terrestrial":[211],"habitats.":[212],"use":[214],"ISA":[216],"provided":[217],"statistical":[218],"rigor":[219],"developing":[221],"associations":[222],"between":[223],"field-based":[227],"data.":[228],"analyses":[230],"benefit":[240],"metrics":[245],"providing":[247],"first":[249],"spatially":[250],"explicit":[251],"mapping":[252],"large":[255],"heterogeneous":[257],"system.":[259]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":13},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":11},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2016-06-24T00:00:00"}
