{"id":"https://openalex.org/W3173133567","doi":"https://doi.org/10.3390/rs13112114","title":"Increasing Timeliness of Satellite-Based Flood Mapping Using Early Warning Systems in the Copernicus Emergency Management Service","display_name":"Increasing Timeliness of Satellite-Based Flood Mapping Using Early Warning Systems in the Copernicus Emergency Management Service","publication_year":2021,"publication_date":"2021-05-27","ids":{"openalex":"https://openalex.org/W3173133567","doi":"https://doi.org/10.3390/rs13112114","mag":"3173133567"},"language":"en","primary_location":{"id":"doi:10.3390/rs13112114","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13112114","pdf_url":"https://www.mdpi.com/2072-4292/13/11/2114/pdf?version=1622451480","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/2072-4292/13/11/2114/pdf?version=1622451480","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000066077","display_name":"Annett Wania","orcid":"https://orcid.org/0000-0001-9074-8140"},"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"]},{"id":"https://openalex.org/I4210116325","display_name":"Planet","ror":"https://ror.org/02ekwm539","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210116325"]}],"countries":["DE","IT"],"is_corresponding":true,"raw_author_name":"Annett Wania","raw_affiliation_strings":["European Commission, Joint Research Centre (JRC), 21027 Ispra, Italy","Planet Labs Germany GmbH, 10719 Berlin, Germany"],"affiliations":[{"raw_affiliation_string":"European Commission, Joint Research Centre (JRC), 21027 Ispra, Italy","institution_ids":["https://openalex.org/I4210118689"]},{"raw_affiliation_string":"Planet Labs Germany GmbH, 10719 Berlin, Germany","institution_ids":["https://openalex.org/I4210116325"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023309450","display_name":"In\u00e8s Joubert-Boitat","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"In\u00e8s Joubert-Boitat","raw_affiliation_strings":["Uni Systems, 20145 Milan, Italy"],"affiliations":[{"raw_affiliation_string":"Uni Systems, 20145 Milan, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001346885","display_name":"Francesco Dottori","orcid":"https://orcid.org/0000-0002-1388-3303"},"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":"Francesco Dottori","raw_affiliation_strings":["European Commission, Joint Research Centre (JRC), 21027 Ispra, Italy"],"affiliations":[{"raw_affiliation_string":"European Commission, Joint Research Centre (JRC), 21027 Ispra, Italy","institution_ids":["https://openalex.org/I4210118689"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028147358","display_name":"Milan Kala\u0161","orcid":"https://orcid.org/0000-0003-1029-9141"},"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":"Milan Kalas","raw_affiliation_strings":["Freelance Consultant, 21027 Ispra, Italy"],"affiliations":[{"raw_affiliation_string":"Freelance Consultant, 21027 Ispra, Italy","institution_ids":["https://openalex.org/I4210118689"]}]},{"author_position":"last","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 (JRC), 21027 Ispra, Italy"],"affiliations":[{"raw_affiliation_string":"European Commission, Joint Research Centre (JRC), 21027 Ispra, Italy","institution_ids":["https://openalex.org/I4210118689"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5000066077"],"corresponding_institution_ids":["https://openalex.org/I4210116325","https://openalex.org/I4210118689"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":2.0799,"has_fulltext":true,"cited_by_count":35,"citation_normalized_percentile":{"value":0.86386127,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"13","issue":"11","first_page":"2114","last_page":"2114"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.9994999766349792,"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":0.9994999766349792,"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/T11234","display_name":"Precipitation Measurement and Analysis","score":0.9886000156402588,"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"}},{"id":"https://openalex.org/T11483","display_name":"Tropical and Extratropical Cyclones Research","score":0.9824000000953674,"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":0.7688533663749695},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6130470037460327},{"id":"https://openalex.org/keywords/warning-system","display_name":"Warning system","score":0.514034628868103},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.5119886994361877},{"id":"https://openalex.org/keywords/emergency-management","display_name":"Emergency management","score":0.4821774363517761},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.4716455340385437},{"id":"https://openalex.org/keywords/satellite-imagery","display_name":"Satellite imagery","score":0.43443435430526733},{"id":"https://openalex.org/keywords/information-system","display_name":"Information system","score":0.4223650395870209},{"id":"https://openalex.org/keywords/flood-warning","display_name":"Flood warning","score":0.41080430150032043},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.33489230275154114},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.16704222559928894},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.16041380167007446},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1495785415172577},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.085114985704422}],"concepts":[{"id":"https://openalex.org/C74256435","wikidata":"https://www.wikidata.org/wiki/Q134052","display_name":"Flood myth","level":2,"score":0.7688533663749695},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6130470037460327},{"id":"https://openalex.org/C29825287","wikidata":"https://www.wikidata.org/wiki/Q1427940","display_name":"Warning system","level":2,"score":0.514034628868103},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.5119886994361877},{"id":"https://openalex.org/C62555980","wikidata":"https://www.wikidata.org/wiki/Q1460420","display_name":"Emergency management","level":2,"score":0.4821774363517761},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.4716455340385437},{"id":"https://openalex.org/C2778102629","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite imagery","level":2,"score":0.43443435430526733},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.4223650395870209},{"id":"https://openalex.org/C2778924419","wikidata":"https://www.wikidata.org/wiki/Q5460084","display_name":"Flood warning","level":3,"score":0.41080430150032043},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.33489230275154114},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.16704222559928894},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.16041380167007446},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1495785415172577},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.085114985704422},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs13112114","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13112114","pdf_url":"https://www.mdpi.com/2072-4292/13/11/2114/pdf?version=1622451480","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:8c79ee58bd9b410ba056251396562d06","is_oa":true,"landing_page_url":"https://doaj.org/article/8c79ee58bd9b410ba056251396562d06","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 13, Iss 11, p 2114 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/13/11/2114/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs13112114","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"}],"best_oa_location":{"id":"doi:10.3390/rs13112114","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13112114","pdf_url":"https://www.mdpi.com/2072-4292/13/11/2114/pdf?version=1622451480","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":0.7799999713897705}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3173133567.pdf","grobid_xml":"https://content.openalex.org/works/W3173133567.grobid-xml"},"referenced_works_count":8,"referenced_works":["https://openalex.org/W2472563594","https://openalex.org/W2736124047","https://openalex.org/W2774938489","https://openalex.org/W2894045431","https://openalex.org/W2962655941","https://openalex.org/W2988747450","https://openalex.org/W2998876976","https://openalex.org/W3134005608"],"related_works":["https://openalex.org/W4281251069","https://openalex.org/W4387816319","https://openalex.org/W2998190006","https://openalex.org/W4288712567","https://openalex.org/W2187996954","https://openalex.org/W3023183910","https://openalex.org/W2944891847","https://openalex.org/W2127327347","https://openalex.org/W2055472515","https://openalex.org/W2029490860"],"abstract_inverted_index":{"Remotely":[0],"sensed":[1],"images":[2,222],"have":[3],"become":[4],"an":[5,92,151],"important":[6],"source":[7],"of":[8,42,51,91,95,116,168,173,211],"information":[9,45,175],"for":[10,98,143],"actors":[11],"involved":[12],"in":[13,29,83,89],"disaster":[14,37],"management":[15],"and":[16,33,170,193],"satellite-based":[17],"emergency":[18],"mapping":[19],"(SEM)":[20],"is":[21,46],"increasingly":[22],"used":[23,126],"to":[24,48,85,111,136,217,228],"support":[25],"the":[26,30,43,49,54,65,71,78,96,107,113,117,123,127,171,178,184,188,204,209,212,218],"response":[27],"phase":[28],"first":[31,118,213],"hours":[32],"days":[34],"after":[35],"a":[36,60],"occurs.":[38],"The":[39,156],"delivery":[40,114,215],"timeliness":[41,115,210],"crisis":[44],"key":[47],"success":[50],"SEM.":[52],"In":[53],"Copernicus":[55],"Emergency":[56],"Management":[57],"Service":[58],"(CEMS),":[59],"procedure":[61,108],"was":[62,158],"tested":[63],"during":[64],"past":[66],"5":[67],"years":[68],"which":[69],"links":[70],"European":[72],"Flood":[73],"Awareness":[74],"System":[75],"(EFAS)":[76],"with":[77,147,187,197],"on-demand":[79],"Rapid":[80,128,140,189],"Mapping":[81,129,141,190],"module":[82],"order":[84],"anticipate":[86],"satellite":[87,221],"tasking":[88],"view":[90],"upcoming":[93],"activation":[94,165],"service":[97],"riverine":[99],"floods.":[100],"This":[101],"study":[102],"aims":[103],"at":[104],"assessing":[105],"if":[106],"has":[109],"helped":[110],"improve":[112],"flood":[119,195],"impact":[120],"information.":[121],"For":[122,177],"assessment,":[124],"we":[125,181],"performance":[130],"statistics":[131],"recorded":[132],"from":[133],"June":[134],"2016":[135],"December":[137],"2020.":[138],"Standard":[139],"activations":[142,229],"floods":[144],"were":[145],"compared":[146,183,194,227],"those":[148],"preceded":[149],"by":[150],"EFAS":[152,185,205],"based":[153,206],"pre-tasking":[154,207],"request.":[155],"focus":[157],"on":[159],"essential":[160],"time":[161],"stamps":[162],"such":[163],"as":[164],"start,":[166],"provision":[167],"imagery":[169],"availability":[172],"derived":[174],"products.":[176],"pre-tasking-related":[179],"activations,":[180],"further":[182],"predictions":[186,196],"user":[191],"request":[192],"actual":[198],"observations.":[199],"Our":[200],"results":[201],"show":[202],"that":[203,220],"improves":[208],"product":[214],"due":[216],"fact":[219],"could":[223],"be":[224],"acquired":[225],"earlier":[226],"without":[230],"pre-tasking.":[231]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
