{"id":"https://openalex.org/W3043008047","doi":"https://doi.org/10.3390/rs12142261","title":"A Novel Feature Extension Method for the Forest Disaster Monitoring Using Multispectral Data","display_name":"A Novel Feature Extension Method for the Forest Disaster Monitoring Using Multispectral Data","publication_year":2020,"publication_date":"2020-07-14","ids":{"openalex":"https://openalex.org/W3043008047","doi":"https://doi.org/10.3390/rs12142261","mag":"3043008047"},"language":"en","primary_location":{"id":"doi:10.3390/rs12142261","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12142261","pdf_url":"https://www.mdpi.com/2072-4292/12/14/2261/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/2072-4292/12/14/2261/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008256662","display_name":"Yinghui Quan","orcid":"https://orcid.org/0000-0001-6541-9441"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yinghui Quan","raw_affiliation_strings":["Department of Remote Sensing Science and Technology, School of Electronic Engineering, Xidian University, Xi\u2019an 710071, China","Department of Remote Sensing Science and Technology, School of Electronic Engineering, Xidian University, Xi'an 710071, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Remote Sensing Science and Technology, School of Electronic Engineering, Xidian University, Xi\u2019an 710071, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Department of Remote Sensing Science and Technology, School of Electronic Engineering, Xidian University, Xi'an 710071, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064738683","display_name":"Xian Zhong","orcid":"https://orcid.org/0000-0002-5242-0467"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xian Zhong","raw_affiliation_strings":["Department of Remote Sensing Science and Technology, School of Electronic Engineering, Xidian University, Xi\u2019an 710071, China","Department of Remote Sensing Science and Technology, School of Electronic Engineering, Xidian University, Xi'an 710071, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Remote Sensing Science and Technology, School of Electronic Engineering, Xidian University, Xi\u2019an 710071, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Department of Remote Sensing Science and Technology, School of Electronic Engineering, Xidian University, Xi'an 710071, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068336830","display_name":"Wei Feng","orcid":"https://orcid.org/0000-0003-1907-2664"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wei Feng","raw_affiliation_strings":["Department of Remote Sensing Science and Technology, School of Electronic Engineering, Xidian University, Xi\u2019an 710071, China","Department of Remote Sensing Science and Technology, School of Electronic Engineering, Xidian University, Xi'an 710071, China"],"raw_orcid":"https://orcid.org/0000-0003-1907-2664","affiliations":[{"raw_affiliation_string":"Department of Remote Sensing Science and Technology, School of Electronic Engineering, Xidian University, Xi\u2019an 710071, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Department of Remote Sensing Science and Technology, School of Electronic Engineering, Xidian University, Xi'an 710071, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044570096","display_name":"Gabriel Dauphin","orcid":"https://orcid.org/0000-0002-0677-6702"},"institutions":[{"id":"https://openalex.org/I4210091279","display_name":"Universit\u00e9 Sorbonne Paris Nord","ror":"https://ror.org/0199hds37","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210091279"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Gabriel Dauphin","raw_affiliation_strings":["Laboratory of Information Processing and Transmission, L2TI, Institut Galil\u00e9e, University Paris XIII, 93079 Villetaneuse, France"],"raw_orcid":"https://orcid.org/0000-0002-0677-6702","affiliations":[{"raw_affiliation_string":"Laboratory of Information Processing and Transmission, L2TI, Institut Galil\u00e9e, University Paris XIII, 93079 Villetaneuse, France","institution_ids":["https://openalex.org/I4210091279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066378186","display_name":"Lianru Gao","orcid":"https://orcid.org/0000-0003-3888-8124"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lianru Gao","raw_affiliation_strings":["Key Laboratory of Digital Earth Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China"],"raw_orcid":"https://orcid.org/0000-0003-3888-8124","affiliations":[{"raw_affiliation_string":"Key Laboratory of Digital Earth Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021408538","display_name":"Mengdao Xing","orcid":"https://orcid.org/0000-0002-4084-0915"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengdao Xing","raw_affiliation_strings":["Academy of Advanced Interdisciplinary Research, Xidian University, Xi\u2019an 710071, China","Academy of Advanced Interdisciplinary Research, Xidian University, Xi'an 710071, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Academy of Advanced Interdisciplinary Research, Xidian University, Xi\u2019an 710071, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Academy of Advanced Interdisciplinary Research, Xidian University, Xi'an 710071, China","institution_ids":["https://openalex.org/I149594827"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5068336830"],"corresponding_institution_ids":["https://openalex.org/I149594827"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2784},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2784},"fwci":1.8452,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.84174565,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"12","issue":"14","first_page":"2261","last_page":"2261"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9994000196456909,"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":0.9994000196456909,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13890","display_name":"Remote Sensing and Land Use","score":0.9926000237464905,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7343880534172058},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.670594334602356},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.6584101915359497},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5339091420173645},{"id":"https://openalex.org/keywords/multispectral-image","display_name":"Multispectral image","score":0.5210021138191223},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4987978935241699},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47561508417129517},{"id":"https://openalex.org/keywords/window","display_name":"Window (computing)","score":0.4545520842075348},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.432638943195343},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.415387898683548},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.41132885217666626},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.379899263381958},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11840370297431946},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.11774715781211853}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7343880534172058},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.670594334602356},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6584101915359497},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5339091420173645},{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.5210021138191223},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4987978935241699},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47561508417129517},{"id":"https://openalex.org/C2778751112","wikidata":"https://www.wikidata.org/wiki/Q835016","display_name":"Window (computing)","level":2,"score":0.4545520842075348},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.432638943195343},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.415387898683548},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.41132885217666626},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.379899263381958},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11840370297431946},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.11774715781211853},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs12142261","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12142261","pdf_url":"https://www.mdpi.com/2072-4292/12/14/2261/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:HAL:hal-03916046v1","is_oa":false,"landing_page_url":"https://hal.science/hal-03916046","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, 2020, 12 (14), pp.2261. ⟨10.3390/rs12142261⟩","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:7cc1b642ffb4427a9ae49a9e2a65f97f","is_oa":true,"landing_page_url":"https://doaj.org/article/7cc1b642ffb4427a9ae49a9e2a65f97f","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 12, Iss 14, p 2261 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/12/14/2261/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs12142261","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 12; Issue 14; Pages: 2261","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs12142261","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs12142261","pdf_url":"https://www.mdpi.com/2072-4292/12/14/2261/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":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.5899999737739563}],"awards":[{"id":"https://openalex.org/G4494920576","display_name":null,"funder_award_id":"2019LDE005","funder_id":"https://openalex.org/F4320338150","funder_display_name":"Open Research Fund of Key Laboratory of Digital Earth Science"},{"id":"https://openalex.org/G4840223945","display_name":"\u9762\u5411\u5f39\u8f7d\u5fae\u6ce2\u524d\u89c6\u4e09\u7ef4\u6210\u50cf\u5236\u5bfc\u7684\u5f02\u6784\u53ef\u91cd\u6784\u8ba1\u7b97\u7814\u7a76","funder_award_id":"61772397","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G702456963","display_name":null,"funder_award_id":"2016YFE0200400","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321519","display_name":"Centre National d\u2019Etudes Spatiales","ror":"https://ror.org/04h1h0y33"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320336007","display_name":"CAS Key Laboratory of Digital Earth Science","ror":null},{"id":"https://openalex.org/F4320338150","display_name":"Open Research Fund of Key Laboratory of Digital Earth Science","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3043008047.pdf","grobid_xml":"https://content.openalex.org/works/W3043008047.grobid-xml"},"referenced_works_count":54,"referenced_works":["https://openalex.org/W1601312358","https://openalex.org/W1605688901","https://openalex.org/W1986738039","https://openalex.org/W2006069992","https://openalex.org/W2038976302","https://openalex.org/W2069735046","https://openalex.org/W2069820899","https://openalex.org/W2071874425","https://openalex.org/W2076923985","https://openalex.org/W2102428152","https://openalex.org/W2110133912","https://openalex.org/W2113388748","https://openalex.org/W2125664809","https://openalex.org/W2127152313","https://openalex.org/W2144610524","https://openalex.org/W2144851559","https://openalex.org/W2155261478","https://openalex.org/W2166307050","https://openalex.org/W2167840246","https://openalex.org/W2285273467","https://openalex.org/W2346953754","https://openalex.org/W2467053112","https://openalex.org/W2548632986","https://openalex.org/W2568616777","https://openalex.org/W2594863959","https://openalex.org/W2734720508","https://openalex.org/W2769358239","https://openalex.org/W2769774644","https://openalex.org/W2774571784","https://openalex.org/W2784390138","https://openalex.org/W2788945171","https://openalex.org/W2802651079","https://openalex.org/W2803590506","https://openalex.org/W2844659735","https://openalex.org/W2906910714","https://openalex.org/W2922006651","https://openalex.org/W2922408548","https://openalex.org/W2953926847","https://openalex.org/W2957718075","https://openalex.org/W2960526046","https://openalex.org/W2972312312","https://openalex.org/W2979970650","https://openalex.org/W2991635216","https://openalex.org/W2998216295","https://openalex.org/W3004095039","https://openalex.org/W3008573283","https://openalex.org/W3023901488","https://openalex.org/W4249247926","https://openalex.org/W4285719527","https://openalex.org/W6660137188","https://openalex.org/W6757042293","https://openalex.org/W6774612562","https://openalex.org/W6777723476","https://openalex.org/W7066667914"],"related_works":["https://openalex.org/W4318664220","https://openalex.org/W2771047279","https://openalex.org/W4388409104","https://openalex.org/W2124951708","https://openalex.org/W1544811710","https://openalex.org/W172072032","https://openalex.org/W2006066416","https://openalex.org/W3157073418","https://openalex.org/W2021642829","https://openalex.org/W2889302474"],"abstract_inverted_index":{"Remote":[0],"sensing":[1],"images":[2,181],"classification":[3,29],"is":[4,93,104,116,263],"the":[5,25,28,42,45,49,54,58,67,85,119,122,131,136,163,166,179,222,225,248,251,255,260,268],"key":[6],"technology":[7],"for":[8,99],"monitoring":[9,235],"forest":[10,140,180,238,270,275],"changes.":[11],"Texture":[12],"features":[13,23,151],"have":[14,18],"been":[15],"demonstrated":[16],"to":[17,94,117,174,200,220],"better":[19],"effectiveness":[20,223],"than":[21],"spectral":[22],"in":[24,187,211,217],"improvement":[26],"of":[27,33,44,57,66,87,121,138,156,165,178,224,237,254],"accuracy.":[30],"The":[31],"accuracy":[32,257],"extracting":[34,100],"texture":[35,69,101],"information":[36],"by":[37,109,126,183,259],"window-based":[38],"method":[39],"depends":[40],"on":[41,76,267],"choice":[43],"window":[46,79,98,107],"size.":[47],"Moreover,":[48],"size":[50],"should":[51],"ideally":[52],"match":[53],"spatial":[55],"scale":[56,86],"object":[59],"or":[60,193],"class":[61],"under":[62],"consideration.":[63],"However,":[64],"most":[65,132],"existing":[68],"feature":[70,157],"extraction":[71],"methods":[72],"are":[73,159],"all":[74],"based":[75],"a":[77,96,105,110],"single":[78],"and":[80,147,185,213,233,265,272],"do":[81],"not":[82,191],"adequately":[83],"consider":[84],"different":[88],"objects.":[89],"Our":[90,113],"first":[91],"proposition":[92,115],"use":[95],"composite":[97],"features,":[102],"which":[103],"small":[106],"surrounded":[108],"larger":[111],"window.":[112],"second":[114],"reinforce":[118],"performance":[120,232],"trained":[123],"ensemble":[124],"classifier":[125],"training":[127,145],"it":[128],"using":[129,241],"only":[130],"important":[133],"features.":[134],"Considering":[135],"advantages":[137],"random":[139],"classifier,":[141],"such":[142],"as":[143,195],"fast":[144],"speed":[146],"few":[148],"parameters,":[149],"these":[150,242],"feed":[152],"this":[153,196,205],"classifier.":[154],"Measures":[155],"importance":[158],"estimated":[160],"along":[161],"with":[162,247],"growth":[164],"base":[167],"classifiers,":[168],"here":[169],"decision":[170],"trees.":[171],"We":[172],"aim":[173],"classify":[175],"each":[176],"pixel":[177],"disturbed":[182],"hurricanes":[184],"fires":[186],"three":[188],"classes,":[189],"damaged,":[190,192],"unknown,":[194],"could":[197],"be":[198],"used":[199],"compute":[201],"time-dependent":[202],"aggregates.":[203],"In":[204],"study,":[206],"two":[207,243],"research":[208],"areas\u2014Nezer":[209],"Forest":[210,216],"France":[212],"Blue":[214,273],"Mountain":[215,274],"Australia\u2014are":[218],"utilized":[219],"validating":[221],"proposed":[226,261],"method.":[227],"Numerical":[228],"simulations":[229],"show":[230],"increased":[231],"improved":[234],"ability":[236],"disturbance":[239],"when":[240],"propositions.":[244],"When":[245],"compared":[246],"reference":[249],"methods,":[250],"best":[252],"increase":[253],"overall":[256],"obtained":[258],"algorithm":[262],"4.77%":[264],"2.96%":[266],"Nezer":[269],"data":[271],"data,":[276],"respectively.":[277]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":2}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2020-07-23T00:00:00"}