{"id":"https://openalex.org/W2176363452","doi":"https://doi.org/10.3390/rs71115702","title":"On the Use of Global Flood Forecasts and Satellite-Derived Inundation Maps for Flood Monitoring in Data-Sparse Regions","display_name":"On the Use of Global Flood Forecasts and Satellite-Derived Inundation Maps for Flood Monitoring in Data-Sparse Regions","publication_year":2015,"publication_date":"2015-11-23","ids":{"openalex":"https://openalex.org/W2176363452","doi":"https://doi.org/10.3390/rs71115702","mag":"2176363452"},"language":"en","primary_location":{"id":"doi:10.3390/rs71115702","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs71115702","pdf_url":"https://www.mdpi.com/2072-4292/7/11/15702/pdf?version=1448271413","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/2072-4292/7/11/15702/pdf?version=1448271413","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047688041","display_name":"Beatriz Revilla-Romero","orcid":"https://orcid.org/0000-0001-5120-4095"},"institutions":[{"id":"https://openalex.org/I193662353","display_name":"Utrecht University","ror":"https://ror.org/04pp8hn57","country_code":"NL","type":"education","lineage":["https://openalex.org/I193662353"]},{"id":"https://openalex.org/I4210118689","display_name":"Joint Research Centre","ror":"https://ror.org/02qezmz13","country_code":"IT","type":"government","lineage":["https://openalex.org/I1320481043","https://openalex.org/I2800387288","https://openalex.org/I4210118689","https://openalex.org/I4210161702"]}],"countries":["IT","NL"],"is_corresponding":true,"raw_author_name":"Beatriz Revilla-Romero","raw_affiliation_strings":["European Commission, Joint Research Centre, Ispra 21027, Italy","Faculty of Geosciences, Utrecht University, Utrecht 3508, The Netherlands"],"affiliations":[{"raw_affiliation_string":"European Commission, Joint Research Centre, Ispra 21027, Italy","institution_ids":["https://openalex.org/I4210118689"]},{"raw_affiliation_string":"Faculty of Geosciences, Utrecht University, Utrecht 3508, The Netherlands","institution_ids":["https://openalex.org/I193662353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052792839","display_name":"Feyera A. Hirpa","orcid":"https://orcid.org/0000-0002-4919-4753"},"institutions":[{"id":"https://openalex.org/I4210118689","display_name":"Joint Research Centre","ror":"https://ror.org/02qezmz13","country_code":"IT","type":"government","lineage":["https://openalex.org/I1320481043","https://openalex.org/I2800387288","https://openalex.org/I4210118689","https://openalex.org/I4210161702"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Feyera Hirpa","raw_affiliation_strings":["European Commission, Joint Research Centre, Ispra 21027, Italy"],"affiliations":[{"raw_affiliation_string":"European Commission, Joint Research Centre, Ispra 21027, Italy","institution_ids":["https://openalex.org/I4210118689"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050292122","display_name":"J. Thielen del Pozo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210118689","display_name":"Joint Research Centre","ror":"https://ror.org/02qezmz13","country_code":"IT","type":"government","lineage":["https://openalex.org/I1320481043","https://openalex.org/I2800387288","https://openalex.org/I4210118689","https://openalex.org/I4210161702"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Jutta Pozo","raw_affiliation_strings":["European Commission, Joint Research Centre, Ispra 21027, Italy"],"affiliations":[{"raw_affiliation_string":"European Commission, Joint Research Centre, Ispra 21027, Italy","institution_ids":["https://openalex.org/I4210118689"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050467694","display_name":"Peter Salamon","orcid":"https://orcid.org/0000-0002-5419-5398"},"institutions":[{"id":"https://openalex.org/I4210118689","display_name":"Joint Research Centre","ror":"https://ror.org/02qezmz13","country_code":"IT","type":"government","lineage":["https://openalex.org/I1320481043","https://openalex.org/I2800387288","https://openalex.org/I4210118689","https://openalex.org/I4210161702"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Peter Salamon","raw_affiliation_strings":["European Commission, Joint Research Centre, Ispra 21027, Italy"],"affiliations":[{"raw_affiliation_string":"European Commission, Joint Research Centre, Ispra 21027, Italy","institution_ids":["https://openalex.org/I4210118689"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051140770","display_name":"G. Robert Brakenridge","orcid":"https://orcid.org/0000-0002-3217-4852"},"institutions":[{"id":"https://openalex.org/I182286215","display_name":"Institute of Arctic and Alpine Research","ror":"https://ror.org/00924z688","country_code":"US","type":"facility","lineage":["https://openalex.org/I182286215","https://openalex.org/I188538660"]},{"id":"https://openalex.org/I188538660","display_name":"University of Colorado Boulder","ror":"https://ror.org/02ttsq026","country_code":"US","type":"education","lineage":["https://openalex.org/I188538660"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert Brakenridge","raw_affiliation_strings":["Institute of Arctic and Alpine Research (INSTAAR), University of Colorado, Boulder, CO 80309, USA"],"affiliations":[{"raw_affiliation_string":"Institute of Arctic and Alpine Research (INSTAAR), University of Colorado, Boulder, CO 80309, USA","institution_ids":["https://openalex.org/I182286215","https://openalex.org/I188538660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057022798","display_name":"Florian Pappenberger","orcid":"https://orcid.org/0000-0003-1766-2898"},"institutions":[{"id":"https://openalex.org/I36234482","display_name":"University of Bristol","ror":"https://ror.org/0524sp257","country_code":"GB","type":"education","lineage":["https://openalex.org/I36234482"]},{"id":"https://openalex.org/I154986956","display_name":"European Centre for Medium-Range Weather Forecasts","ror":"https://ror.org/014w0fd65","country_code":"GB","type":"other","lineage":["https://openalex.org/I154986956"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Florian Pappenberger","raw_affiliation_strings":["European Centre For medium-range Weather Forecast, Reading RG2 9AX, UK","School of Geographical Sciences, University of Bristol, Bristol, BS8 1SS, UK"],"affiliations":[{"raw_affiliation_string":"European Centre For medium-range Weather Forecast, Reading RG2 9AX, UK","institution_ids":["https://openalex.org/I154986956"]},{"raw_affiliation_string":"School of Geographical Sciences, University of Bristol, Bristol, BS8 1SS, UK","institution_ids":["https://openalex.org/I36234482"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050489283","display_name":"Tom De Groeve","orcid":null},"institutions":[{"id":"https://openalex.org/I4210118689","display_name":"Joint Research Centre","ror":"https://ror.org/02qezmz13","country_code":"IT","type":"government","lineage":["https://openalex.org/I1320481043","https://openalex.org/I2800387288","https://openalex.org/I4210118689","https://openalex.org/I4210161702"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Tom De Groeve","raw_affiliation_strings":["European Commission, Joint Research Centre, Ispra 21027, Italy"],"affiliations":[{"raw_affiliation_string":"European Commission, Joint Research Centre, Ispra 21027, Italy","institution_ids":["https://openalex.org/I4210118689"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5047688041"],"corresponding_institution_ids":["https://openalex.org/I193662353","https://openalex.org/I4210118689"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":4.8989,"has_fulltext":false,"cited_by_count":113,"citation_normalized_percentile":{"value":0.95126579,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"7","issue":"11","first_page":"15702","last_page":"15728"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.9995999932289124,"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":0.9995999932289124,"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/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"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/T11483","display_name":"Tropical and Extratropical Cyclones Research","score":0.9934999942779541,"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/flood-myth","display_name":"Flood myth","score":0.7177690267562866},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5903075933456421},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.5023386478424072},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4909098744392395},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2327582836151123},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.19936615228652954}],"concepts":[{"id":"https://openalex.org/C74256435","wikidata":"https://www.wikidata.org/wiki/Q134052","display_name":"Flood myth","level":2,"score":0.7177690267562866},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5903075933456421},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.5023386478424072},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4909098744392395},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2327582836151123},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.19936615228652954},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","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},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs71115702","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs71115702","pdf_url":"https://www.mdpi.com/2072-4292/7/11/15702/pdf?version=1448271413","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:2bd240305a2740e49026a56be4ab3bfb","is_oa":true,"landing_page_url":"https://doaj.org/article/2bd240305a2740e49026a56be4ab3bfb","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 7, Iss 11, Pp 15702-15728 (2015)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/7/11/15702/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs71115702","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","raw_type":"Text"},{"id":"pmh:oai:publications.jrc.ec.europa.eu:JRC96957","is_oa":false,"landing_page_url":"http://www.mdpi.com/2072-4292/7/11/15702","pdf_url":null,"source":{"id":"https://openalex.org/S4306401126","display_name":"Joint Research Centre (European Commission)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2800387288","host_organization_name":"European Commission","host_organization_lineage":["https://openalex.org/I2800387288"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Articles in periodicals and books"}],"best_oa_location":{"id":"doi:10.3390/rs71115702","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs71115702","pdf_url":"https://www.mdpi.com/2072-4292/7/11/15702/pdf?version=1448271413","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","score":0.800000011920929,"id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2176363452.pdf","grobid_xml":"https://content.openalex.org/works/W2176363452.grobid-xml"},"referenced_works_count":66,"referenced_works":["https://openalex.org/W71286975","https://openalex.org/W1066523502","https://openalex.org/W1543844559","https://openalex.org/W1554216198","https://openalex.org/W1596339549","https://openalex.org/W1819495842","https://openalex.org/W1826067856","https://openalex.org/W1843672018","https://openalex.org/W1971520515","https://openalex.org/W1979087322","https://openalex.org/W1981410107","https://openalex.org/W1981942231","https://openalex.org/W1986837469","https://openalex.org/W1996850785","https://openalex.org/W1999070250","https://openalex.org/W2001611125","https://openalex.org/W2011375988","https://openalex.org/W2014411764","https://openalex.org/W2016038790","https://openalex.org/W2018608667","https://openalex.org/W2021324314","https://openalex.org/W2021328109","https://openalex.org/W2024323702","https://openalex.org/W2026369531","https://openalex.org/W2029291795","https://openalex.org/W2031206018","https://openalex.org/W2043607614","https://openalex.org/W2055468682","https://openalex.org/W2061082263","https://openalex.org/W2063453643","https://openalex.org/W2068627644","https://openalex.org/W2070533628","https://openalex.org/W2079864933","https://openalex.org/W2081601823","https://openalex.org/W2081614845","https://openalex.org/W2082904206","https://openalex.org/W2092878288","https://openalex.org/W2096586519","https://openalex.org/W2097402578","https://openalex.org/W2099916158","https://openalex.org/W2112437311","https://openalex.org/W2113255414","https://openalex.org/W2114436212","https://openalex.org/W2119911758","https://openalex.org/W2120674805","https://openalex.org/W2121745948","https://openalex.org/W2131321805","https://openalex.org/W2131992110","https://openalex.org/W2135150319","https://openalex.org/W2136853079","https://openalex.org/W2139533848","https://openalex.org/W2141413155","https://openalex.org/W2152488571","https://openalex.org/W2155438669","https://openalex.org/W2156259061","https://openalex.org/W2163777434","https://openalex.org/W2169311789","https://openalex.org/W2256623678","https://openalex.org/W2257506789","https://openalex.org/W2346877152","https://openalex.org/W2471136180","https://openalex.org/W2476273415","https://openalex.org/W2564904282","https://openalex.org/W3143943565","https://openalex.org/W6649487057","https://openalex.org/W6654567322"],"related_works":["https://openalex.org/W2394377911","https://openalex.org/W63519562","https://openalex.org/W3020755331","https://openalex.org/W2593813247","https://openalex.org/W4386724243","https://openalex.org/W4388268408","https://openalex.org/W2013329914","https://openalex.org/W2392383081","https://openalex.org/W1618102658","https://openalex.org/W4205376403"],"abstract_inverted_index":{"Early":[0],"flood":[1,12,20,24,51,54,60,75,96,122,147,163,179,194],"warning":[2],"and":[3,15,22,53,71,84,120,137,140,181,184],"real-time":[4,162],"monitoring":[5,195],"systems":[6,26],"play":[7],"a":[8],"key":[9],"role":[10],"in":[11,129,149],"risk":[13,170],"reduction":[14],"disaster":[16],"response":[17],"decisions.":[18],"Global-scale":[19],"forecasting":[21,52,182],"satellite-based":[23],"detection":[25,55,123,180],"are":[27],"currently":[28],"operating,":[29],"however":[30],"their":[31],"reliability":[32,191],"for":[33,169],"decision-making":[34],"applications":[35],"needs":[36],"to":[37,188],"be":[38,167],"assessed.":[39],"In":[40],"this":[41],"study,":[42],"we":[43,66,92],"performed":[44],"comparative":[45],"evaluations":[46],"of":[47,74,133,145,177,192],"several":[48],"operational":[49],"global":[50,146,178],"systems,":[56,124,183],"using":[57],"10":[58],"major":[59],"events":[61],"recorded":[62],"over":[63],"2012\u20132014.":[64],"Specifically,":[65],"evaluated":[67],"the":[68,78,85,94,118,130,134,142,174,190],"spatial":[69],"extent":[70],"temporal":[72],"characteristics":[73,132],"detections":[76,136],"from":[77,100],"Global":[79,86],"Flood":[80,87],"Detection":[81],"System":[82,89],"(GFDS)":[83],"Awareness":[88],"(GloFAS).":[90],"Furthermore,":[91],"compared":[93],"GFDS":[95,119,135],"maps":[97],"with":[98],"those":[99],"NASA\u2019s":[101],"two":[102],"Moderate":[103],"Resolution":[104],"Imaging":[105],"Spectroradiometer":[106],"(MODIS)":[107],"sensors.":[108],"Results":[109],"reveal":[110],"that:":[111],"(1)":[112],"general":[113],"agreement":[114],"was":[115],"found":[116],"between":[117],"MODIS":[121],"(2)":[125],"large":[126],"differences":[127],"exist":[128],"spatio-temporal":[131],"GloFAS":[138],"forecasts,":[139],"(3)":[141],"quantitative":[143],"validation":[144],"disasters":[148],"data-sparse":[150],"regions":[151],"is":[152],"highly":[153],"challenging.":[154],"Overall,":[155],"satellite":[156],"remote":[157],"sensing":[158],"provides":[159],"useful":[160,168],"near":[161],"information":[164],"that":[165],"can":[166],"management.":[171],"We":[172],"highlight":[173],"known":[175],"limitations":[176],"propose":[185],"ways":[186],"forward":[187],"improve":[189],"large-scale":[193],"tools.":[196]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":20},{"year":2020,"cited_by_count":16},{"year":2019,"cited_by_count":12},{"year":2018,"cited_by_count":9},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
