{"id":"https://openalex.org/W2741683535","doi":"https://doi.org/10.1109/lgrs.2017.2726524","title":"An RS-GIS-Based ComprehensiveImpact Assessment of Floods\u2014A Case Study in Madeira River, Western Brazilian Amazon","display_name":"An RS-GIS-Based ComprehensiveImpact Assessment of Floods\u2014A Case Study in Madeira River, Western Brazilian Amazon","publication_year":2017,"publication_date":"2017-08-01","ids":{"openalex":"https://openalex.org/W2741683535","doi":"https://doi.org/10.1109/lgrs.2017.2726524","mag":"2741683535"},"language":"en","primary_location":{"id":"doi:10.1109/lgrs.2017.2726524","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2017.2726524","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Geoscience and Remote Sensing Letters","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044404753","display_name":"Leonardo Bacelar Lima Santos","orcid":"https://orcid.org/0000-0002-3129-772X"},"institutions":[{"id":"https://openalex.org/I4210087047","display_name":"Centro Nacional de Monitoramento e Alertas de Desastres Naturais","ror":"https://ror.org/00114hq16","country_code":"BR","type":"government","lineage":["https://openalex.org/I4210087047"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Leonardo B. L. Santos","raw_affiliation_strings":["Center for Monitoring and Early Warning of Natural Disasters, Sao Paulo, Brazil"],"affiliations":[{"raw_affiliation_string":"Center for Monitoring and Early Warning of Natural Disasters, Sao Paulo, Brazil","institution_ids":["https://openalex.org/I4210087047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015460904","display_name":"Tiago Carvalho","orcid":"https://orcid.org/0000-0002-7779-1950"},"institutions":[{"id":"https://openalex.org/I107371206","display_name":"Federal Institute of S\u00e3o Paulo","ror":"https://ror.org/005pn5z34","country_code":"BR","type":"education","lineage":["https://openalex.org/I107371206"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Tiago Carvalho","raw_affiliation_strings":["Federal Institute of S&#x00E3;o Paulo, Sao Paulo, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal Institute of S&#x00E3;o Paulo, Sao Paulo, Brazil","institution_ids":["https://openalex.org/I107371206"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028671438","display_name":"Liana O. Anderson","orcid":"https://orcid.org/0000-0001-9545-5136"},"institutions":[{"id":"https://openalex.org/I4210087047","display_name":"Centro Nacional de Monitoramento e Alertas de Desastres Naturais","ror":"https://ror.org/00114hq16","country_code":"BR","type":"government","lineage":["https://openalex.org/I4210087047"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Liana O. Anderson","raw_affiliation_strings":["Center for Monitoring and Early Warning of Natural Disasters, Sao Paulo, Brazil"],"affiliations":[{"raw_affiliation_string":"Center for Monitoring and Early Warning of Natural Disasters, Sao Paulo, Brazil","institution_ids":["https://openalex.org/I4210087047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027823838","display_name":"Conrado M. Rudorff","orcid":"https://orcid.org/0000-0001-8453-1367"},"institutions":[{"id":"https://openalex.org/I4210087047","display_name":"Centro Nacional de Monitoramento e Alertas de Desastres Naturais","ror":"https://ror.org/00114hq16","country_code":"BR","type":"government","lineage":["https://openalex.org/I4210087047"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Conrado M. Rudorff","raw_affiliation_strings":["Center for Monitoring and Early Warning of Natural Disasters, Sao Paulo, Brazil"],"affiliations":[{"raw_affiliation_string":"Center for Monitoring and Early Warning of Natural Disasters, Sao Paulo, Brazil","institution_ids":["https://openalex.org/I4210087047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016275272","display_name":"V\u00edctor Marchezini","orcid":"https://orcid.org/0000-0002-1974-0960"},"institutions":[{"id":"https://openalex.org/I4210087047","display_name":"Centro Nacional de Monitoramento e Alertas de Desastres Naturais","ror":"https://ror.org/00114hq16","country_code":"BR","type":"government","lineage":["https://openalex.org/I4210087047"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Victor Marchezini","raw_affiliation_strings":["Center for Monitoring and Early Warning of Natural Disasters, Sao Paulo, Brazil"],"affiliations":[{"raw_affiliation_string":"Center for Monitoring and Early Warning of Natural Disasters, Sao Paulo, Brazil","institution_ids":["https://openalex.org/I4210087047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062722237","display_name":"Luciana R. Londe","orcid":"https://orcid.org/0000-0002-6494-0486"},"institutions":[{"id":"https://openalex.org/I4210087047","display_name":"Centro Nacional de Monitoramento e Alertas de Desastres Naturais","ror":"https://ror.org/00114hq16","country_code":"BR","type":"government","lineage":["https://openalex.org/I4210087047"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Luciana R. Londe","raw_affiliation_strings":["Center for Monitoring and Early Warning of Natural Disasters, Sao Paulo, Brazil"],"affiliations":[{"raw_affiliation_string":"Center for Monitoring and Early Warning of Natural Disasters, Sao Paulo, Brazil","institution_ids":["https://openalex.org/I4210087047"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083843172","display_name":"Silvia Midori Saito","orcid":"https://orcid.org/0000-0001-5951-8582"},"institutions":[{"id":"https://openalex.org/I4210087047","display_name":"Centro Nacional de Monitoramento e Alertas de Desastres Naturais","ror":"https://ror.org/00114hq16","country_code":"BR","type":"government","lineage":["https://openalex.org/I4210087047"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Silvia M. Saito","raw_affiliation_strings":["Center for Monitoring and Early Warning of Natural Disasters, Sao Paulo, Brazil"],"affiliations":[{"raw_affiliation_string":"Center for Monitoring and Early Warning of Natural Disasters, Sao Paulo, Brazil","institution_ids":["https://openalex.org/I4210087047"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5044404753"],"corresponding_institution_ids":["https://openalex.org/I4210087047"],"apc_list":null,"apc_paid":null,"fwci":1.1957,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.78166657,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"14","issue":"9","first_page":"1614","last_page":"1617"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.998199999332428,"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"}},"topics":[{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.998199999332428,"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/T12543","display_name":"Groundwater and Watershed Analysis","score":0.9715999960899353,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9488999843597412,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/amazon-rainforest","display_name":"Amazon rainforest","score":0.7756881713867188},{"id":"https://openalex.org/keywords/flood-myth","display_name":"Flood myth","score":0.7561026811599731},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.5986394286155701},{"id":"https://openalex.org/keywords/geographic-information-system","display_name":"Geographic information system","score":0.5468544363975525},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.43922674655914307},{"id":"https://openalex.org/keywords/environmental-planning","display_name":"Environmental planning","score":0.38674718141555786},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.3840380609035492},{"id":"https://openalex.org/keywords/environmental-resource-management","display_name":"Environmental resource management","score":0.3625047206878662},{"id":"https://openalex.org/keywords/water-resource-management","display_name":"Water resource management","score":0.343530535697937},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.31472069025039673},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.0978255569934845}],"concepts":[{"id":"https://openalex.org/C535291247","wikidata":"https://www.wikidata.org/wiki/Q177567","display_name":"Amazon rainforest","level":2,"score":0.7756881713867188},{"id":"https://openalex.org/C74256435","wikidata":"https://www.wikidata.org/wiki/Q134052","display_name":"Flood myth","level":2,"score":0.7561026811599731},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.5986394286155701},{"id":"https://openalex.org/C41856607","wikidata":"https://www.wikidata.org/wiki/Q483130","display_name":"Geographic information system","level":2,"score":0.5468544363975525},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.43922674655914307},{"id":"https://openalex.org/C91375879","wikidata":"https://www.wikidata.org/wiki/Q15473274","display_name":"Environmental planning","level":1,"score":0.38674718141555786},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.3840380609035492},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.3625047206878662},{"id":"https://openalex.org/C524765639","wikidata":"https://www.wikidata.org/wiki/Q1501619","display_name":"Water resource management","level":1,"score":0.343530535697937},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.31472069025039673},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0978255569934845},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","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":1,"locations":[{"id":"doi:10.1109/lgrs.2017.2726524","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2017.2726524","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Geoscience and Remote Sensing Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.6600000262260437}],"awards":[{"id":"https://openalex.org/G4306884611","display_name":null,"funder_award_id":"454267/2014-2","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G6119542513","display_name":null,"funder_award_id":"2015/50122-0","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"}],"funders":[{"id":"https://openalex.org/F4320320997","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo","ror":"https://ror.org/02ddkpn78"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1561614712","https://openalex.org/W1579928783","https://openalex.org/W1979931367","https://openalex.org/W1986164567","https://openalex.org/W2036455883","https://openalex.org/W2118653360","https://openalex.org/W2177504421","https://openalex.org/W2493232853","https://openalex.org/W2511044748","https://openalex.org/W2981849677","https://openalex.org/W6769377118"],"related_works":["https://openalex.org/W3022229171","https://openalex.org/W2913190967","https://openalex.org/W587719479","https://openalex.org/W3165307885","https://openalex.org/W3097390808","https://openalex.org/W2611724343","https://openalex.org/W3014702057","https://openalex.org/W4381512716","https://openalex.org/W2982104316","https://openalex.org/W2286251263"],"abstract_inverted_index":{"Geographical":[0],"information":[1,82],"systems-based":[2],"methods":[3],"can":[4],"be":[5],"handled":[6],"as":[7],"powerful":[8],"tools":[9],"in":[10,45],"assessing":[11],"and":[12,34,80,87,147,163,186],"quantifying":[13],"impacts":[14,161],"and,":[15],"thus,":[16],"supporting":[17],"strategies":[18,207],"for":[19,73,76,108,212],"disaster":[20],"risk":[21],"reduction":[22],"(DRR).":[23],"This":[24],"is":[25,51],"particularly":[26],"relevant":[27],"on":[28,39,170,190],"scenarios":[29],"of":[30,55,60,66,136,141,167,184,200],"global":[31],"climate":[32],"change":[33],"intensified":[35],"increased":[36],"human":[37],"interventions":[38],"riverine":[40],"systems.":[41],"The":[42,197],"Madeira":[43],"River":[44],"Porto":[46],"Velho":[47],"city":[48,178],"(Brazilian":[49],"Amazon)":[50],"a":[52,103],"good":[53],"example":[54],"susceptible":[56],"area":[57],"to":[58,90,121,195,205,209],"both":[59],"these":[61],"factors.":[62],"We":[63],"take":[64],"advantage":[65],"the":[67,70,93,117,122,160,177,187,191],"2014":[68],"flood,":[69],"largest":[71],"recorded":[72],"this":[74,201],"region,":[75],"combining":[77],"remote":[78],"sensing":[79],"geographic":[81],"system":[83],"with":[84],"socio,":[85],"health,":[86],"infrastructure":[88],"data":[89],"quantify":[91],"spatially":[92],"flood":[94,118],"impacts.":[95],"Using":[96],"high":[97],"resolution":[98],"airborne":[99],"images,":[100],"we":[101],"applied":[102],"machine":[104],"learning":[105],"classification":[106],"algorithm":[107],"detecting":[109],"urban":[110,137,142],"areas.":[111],"Our":[112],"results":[113,199],"show":[114],"that":[115,176],"at":[116,126],"extent":[119],"related":[120],"highest":[123],"river":[124],"level":[125],"least":[127],"0.65":[128],"<inline-formula":[129],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[130],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">":[131],"<tex-math":[132],"notation=\"LaTeX\">$\\text":[133],"{km}^{2}$":[134],"</tex-math></inline-formula>":[135],"area,":[138],"87":[139],"km":[140],"streets,":[143],"four":[144],"public":[145,149],"schools,":[146],"two":[148],"health":[150],"units":[151],"were":[152],"affected.":[153],"More":[154],"than":[155,181],"16":[156],"800":[157],"people":[158],"suffered":[159],"directly,":[162],"children":[164],"represented":[165],"29.7%":[166],"them.":[168],"Based":[169],"registered":[171,179],"data,":[172],"it":[173],"was":[174],"quantified":[175],"more":[180],"20":[182],"cases":[183],"leptospirosis":[185],"truck":[188],"flow":[189],"region":[192],"decreased":[193],"up":[194],"92%.":[196],"spatially-explicit":[198],"letter":[202],"are":[203],"potential":[204],"guide":[206],"aiming":[208],"support":[210],"decision-making":[211],"DRR.":[213]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2025-10-10T00:00:00"}