{"id":"https://openalex.org/W2118518079","doi":"https://doi.org/10.1109/multi-temp.2013.6866019","title":"A multisensor, multitemporal approach for monitoring herbaceous vegetation growth in the Amazon floodplain","display_name":"A multisensor, multitemporal approach for monitoring herbaceous vegetation growth in the Amazon floodplain","publication_year":2013,"publication_date":"2013-06-01","ids":{"openalex":"https://openalex.org/W2118518079","doi":"https://doi.org/10.1109/multi-temp.2013.6866019","mag":"2118518079"},"language":"en","primary_location":{"id":"doi:10.1109/multi-temp.2013.6866019","is_oa":false,"landing_page_url":"https://doi.org/10.1109/multi-temp.2013.6866019","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"MultiTemp 2013: 7th International Workshop on the Analysis of Multi-temporal Remote Sensing Images","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/11449/117071","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090166826","display_name":"Thiago Sanna Freire Silva","orcid":"https://orcid.org/0000-0001-8174-0489"},"institutions":[{"id":"https://openalex.org/I879563668","display_name":"Universidade Estadual Paulista (Unesp)","ror":"https://ror.org/00987cb86","country_code":"BR","type":"education","lineage":["https://openalex.org/I879563668"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Thiago Sanna Freire Silva","raw_affiliation_strings":["Departamento de Geografia, Universidade Estadual Paulista J\u00falio de Mesquita Filho, Rio Claro, SP, Brazil","Dept. de Geografia, Univ. Estadual Paulista Julio de Mesquita Filho, Rio Claro, Brazil"],"affiliations":[{"raw_affiliation_string":"Departamento de Geografia, Universidade Estadual Paulista J\u00falio de Mesquita Filho, Rio Claro, SP, Brazil","institution_ids":["https://openalex.org/I879563668"]},{"raw_affiliation_string":"Dept. de Geografia, Univ. Estadual Paulista Julio de Mesquita Filho, Rio Claro, Brazil","institution_ids":["https://openalex.org/I879563668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046365926","display_name":"Maycira Costa","orcid":"https://orcid.org/0000-0002-1876-3351"},"institutions":[{"id":"https://openalex.org/I212119943","display_name":"University of Victoria","ror":"https://ror.org/04s5mat29","country_code":"CA","type":"education","lineage":["https://openalex.org/I212119943"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Maycira P. F. Costa","raw_affiliation_strings":["Department of Geography, University of Victoria, Victoria, BC, Canada","Dept. of Geogr., Univ. of Victoria, Victoria, BC, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Geography, University of Victoria, Victoria, BC, Canada","institution_ids":["https://openalex.org/I212119943"]},{"raw_affiliation_string":"Dept. of Geogr., Univ. of Victoria, Victoria, BC, Canada","institution_ids":["https://openalex.org/I212119943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047123132","display_name":"Evlyn M\u00e1rcia Le\u00e3o de Moraes Novo","orcid":"https://orcid.org/0000-0002-1223-9276"},"institutions":[{"id":"https://openalex.org/I80849659","display_name":"National Institute for Space Research","ror":"https://ror.org/04xbn6x09","country_code":"BR","type":"facility","lineage":["https://openalex.org/I4210151455","https://openalex.org/I80849659"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Evlyn M. L. M. Novo","raw_affiliation_strings":["Divisao de Sensoriamento Remoto, Instituto N acional de Pesquisas Espaciais, SP, Brazil","Div. de Sensoriamento Remoto, Inst. Nac. de Pesquisas Espaciais, Sa\u0303o Jose\u0301 dos Campos, Brazil"],"affiliations":[{"raw_affiliation_string":"Divisao de Sensoriamento Remoto, Instituto N acional de Pesquisas Espaciais, SP, Brazil","institution_ids":["https://openalex.org/I80849659"]},{"raw_affiliation_string":"Div. de Sensoriamento Remoto, Inst. Nac. de Pesquisas Espaciais, Sa\u0303o Jose\u0301 dos Campos, Brazil","institution_ids":["https://openalex.org/I80849659"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067115370","display_name":"John M. M\u00e9lack","orcid":"https://orcid.org/0000-0003-0619-841X"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John M. Melack","raw_affiliation_strings":["Bren School of Environmental Science & Management, University of California Santa Barbara, Santa Barbara, CA, USA","Bren Sch. of Environ. Sci. & Manage., Univ. of California Santa Barbara, Santa Barbara, CA, USA"],"affiliations":[{"raw_affiliation_string":"Bren School of Environmental Science & Management, University of California Santa Barbara, Santa Barbara, CA, USA","institution_ids":["https://openalex.org/I154570441"]},{"raw_affiliation_string":"Bren Sch. of Environ. Sci. & Manage., Univ. of California Santa Barbara, Santa Barbara, CA, USA","institution_ids":["https://openalex.org/I154570441"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5090166826"],"corresponding_institution_ids":["https://openalex.org/I879563668"],"apc_list":null,"apc_paid":null,"fwci":0.3149,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.67881649,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"4","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.9986000061035156,"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":0.9986000061035156,"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/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9908999800682068,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9894999861717224,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/floodplain","display_name":"Floodplain","score":0.8605435490608215},{"id":"https://openalex.org/keywords/herbaceous-plant","display_name":"Herbaceous plant","score":0.7888007760047913},{"id":"https://openalex.org/keywords/vegetation","display_name":"Vegetation (pathology)","score":0.7145317792892456},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6247419118881226},{"id":"https://openalex.org/keywords/amazon-rainforest","display_name":"Amazon rainforest","score":0.5891834497451782},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5391644835472107},{"id":"https://openalex.org/keywords/hydrology","display_name":"Hydrology (agriculture)","score":0.34330499172210693},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.23243248462677002},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.1900673508644104},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.14301732182502747},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.13954144716262817}],"concepts":[{"id":"https://openalex.org/C155681218","wikidata":"https://www.wikidata.org/wiki/Q193110","display_name":"Floodplain","level":2,"score":0.8605435490608215},{"id":"https://openalex.org/C30820588","wikidata":"https://www.wikidata.org/wiki/Q190903","display_name":"Herbaceous plant","level":2,"score":0.7888007760047913},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.7145317792892456},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6247419118881226},{"id":"https://openalex.org/C535291247","wikidata":"https://www.wikidata.org/wiki/Q177567","display_name":"Amazon rainforest","level":2,"score":0.5891834497451782},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5391644835472107},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.34330499172210693},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.23243248462677002},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.1900673508644104},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.14301732182502747},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.13954144716262817},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/multi-temp.2013.6866019","is_oa":false,"landing_page_url":"https://doi.org/10.1109/multi-temp.2013.6866019","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"MultiTemp 2013: 7th International Workshop on the Analysis of Multi-temporal Remote Sensing Images","raw_type":"proceedings-article"},{"id":"pmh:oai:acervodigital.unesp.br:11449/117071","is_oa":false,"landing_page_url":"http://acervodigital.unesp.br/handle/11449/117071","pdf_url":null,"source":{"id":"https://openalex.org/S4306400256","display_name":"Acervo Digital da Universidade Estadual Paulista (Universidade Estadual Paulista)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210115194","host_organization_name":"Funda\u00e7\u00e3o para o Desenvolvimento da UNESP","host_organization_lineage":["https://openalex.org/I4210115194"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"outro"},{"id":"pmh:oai:repositorio.unesp.br:11449/117071","is_oa":true,"landing_page_url":"http://hdl.handle.net/11449/117071","pdf_url":null,"source":{"id":"https://openalex.org/S4377196277","display_name":"UNESP Institutional Repository (S\u00e3o Paulo State University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I879563668","host_organization_name":"Universidade Estadual Paulista (Unesp)","host_organization_lineage":["https://openalex.org/I879563668"],"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":"","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"pmh:oai:repositorio.unesp.br:11449/117071","is_oa":true,"landing_page_url":"http://hdl.handle.net/11449/117071","pdf_url":null,"source":{"id":"https://openalex.org/S4377196277","display_name":"UNESP Institutional Repository (S\u00e3o Paulo State University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I879563668","host_organization_name":"Universidade Estadual Paulista (Unesp)","host_organization_lineage":["https://openalex.org/I879563668"],"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":"","raw_type":"info:eu-repo/semantics/conferencePaper"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1835104300","https://openalex.org/W1893538665","https://openalex.org/W1970323848","https://openalex.org/W1987903567","https://openalex.org/W1993259089","https://openalex.org/W2019117253","https://openalex.org/W2024605607","https://openalex.org/W2025286685","https://openalex.org/W2047692126","https://openalex.org/W2070417057","https://openalex.org/W2101097353","https://openalex.org/W2138973222","https://openalex.org/W2140624467","https://openalex.org/W2141224864","https://openalex.org/W2147996636","https://openalex.org/W2171817982","https://openalex.org/W2312948346","https://openalex.org/W2590351678","https://openalex.org/W6604810174"],"related_works":["https://openalex.org/W2922194291","https://openalex.org/W2034145923","https://openalex.org/W2165083298","https://openalex.org/W2977132641","https://openalex.org/W1503816326","https://openalex.org/W3207641842","https://openalex.org/W2024453816","https://openalex.org/W2063941817","https://openalex.org/W2977494657","https://openalex.org/W2804778775"],"abstract_inverted_index":{"The":[0,72,181,254],"Amazon":[1,61,93],"River":[2],"floodplain":[3,31,62],"is":[4],"an":[5],"important":[6],"source":[7],"of":[8,236,265],"atmospheric":[9],"CO":[10],"<inf":[11,16],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[12,17],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</inf>":[13],"and":[14,36,49,65,78,84,103,140,147,157,168,194,197,212,217,219,222,268,274,286],"CH":[15],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">4</inf>":[18],".":[19],"Aquatic":[20],"herbaceous":[21,53,88,176,237,291],"vegetation":[22,54,89,283],"(macrophytes)":[23],"have":[24],"been":[25],"shown":[26],"to":[27,30,69,81,101,117,132,173,189,200,247,260],"contribute":[28],"significantly":[29],"net":[32],"primary":[33],"productivity":[34],"(NPP)":[35],"methane":[37],"emission":[38],"in":[39,59,87,91,233,270,290],"the":[40,55,60,66,92,112,128,150,234,240,262,271,275],"region.":[41],"Their":[42],"fast":[43],"growth":[44,267],"rates":[45],"under":[46],"both":[47,281],"flooded":[48],"dry":[50],"conditions":[51],"make":[52],"most":[56,67],"variable":[57],"element":[58],"NPP":[63],"budget,":[64],"susceptible":[68],"environmental":[70],"changes.":[71],"present":[73],"study":[74,228],"combines":[75],"multitemporal":[76,276],"Radarsat-1":[77,95,119],"MODIS":[79,104],"images":[80,96],"monitor":[82],"spatial":[83,263],"temporal":[85,129],"changes":[86],"cover":[90,177,238,284,292],"floodplain.":[94],"were":[97,109,171],"acquired":[98,110],"from":[99,187,198],"Dec/2003":[100],"Oct/2005,":[102],"daily":[105],"surface":[106],"reflectance":[107],"products":[108],"for":[111,191,202,214,224,280],"two":[113],"cloud-free":[114],"dates":[115],"closest":[116],"each":[118,179],"acquisition.":[120],"An":[121],"object-based,":[122],"hierarchical":[123],"algorithm":[124],"was":[125,258,278],"developed":[126],"using":[127],"SAR":[130,169],"information":[131,170,277],"discriminate":[133,174],"Permanent":[134],"Open":[135],"Water":[136],"(OW),":[137],"Floodplain":[138],"(FP)":[139],"Upland":[141],"(UL)":[142],"classes":[143],"at":[144,161,178],"Level":[145,162,165,192,203,225],"1,":[146],"then":[148],"subdivide":[149],"FP":[151],"class":[152],"into":[153],"Woody":[154],"Vegetation":[155],"(WV)":[156],"Possible":[158],"Macrophytes":[159],"(PM)":[160],"2.":[163],"At":[164],"3,":[166],"optical":[167],"combined":[172],"actual":[175],"date.":[180],"resulting":[182],"maps":[183],"had":[184,230],"accuracies":[185],"ranging":[186,209],"80%":[188],"90%":[190],"1":[193,216],"2":[195,218],"classifications,":[196,205],"60%":[199],"70%":[201],"3":[204],"with":[206,243],"kappa":[207],"values":[208],"between":[210,220],"0.7":[211],"0.9":[213],"Levels":[215],"0.5":[221],"0.6":[223],"3.":[226],"All":[227],"sites":[229],"noticeable":[231],"variations":[232],"extent":[235],"throughout":[239],"hydrological":[241],"year,":[242],"maximum":[244],"areas":[245],"up":[246],"four":[248],"times":[249],"larger":[250],"than":[251],"minimum":[252],"areas.":[253],"proposed":[255],"classification":[256],"method":[257],"able":[259],"capture":[261],"pattern":[264],"macrophyte":[266],"development":[269],"studied":[272],"area,":[273],"essential":[279],"separating":[282],"types":[285],"assessing":[287],"monthly":[288],"variation":[289],"extent.":[293]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}