{"id":"https://openalex.org/W3214612111","doi":"https://doi.org/10.3390/rs13214459","title":"Assessing the Potential of Upcoming Satellite Altimeter Missions in Operational Flood Forecasting Systems","display_name":"Assessing the Potential of Upcoming Satellite Altimeter Missions in Operational Flood Forecasting Systems","publication_year":2021,"publication_date":"2021-11-06","ids":{"openalex":"https://openalex.org/W3214612111","doi":"https://doi.org/10.3390/rs13214459","mag":"3214612111"},"language":"en","primary_location":{"id":"doi:10.3390/rs13214459","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13214459","pdf_url":"https://www.mdpi.com/2072-4292/13/21/4459/pdf?version=1636437845","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/2072-4292/13/21/4459/pdf?version=1636437845","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064286566","display_name":"Aline S. Falck","orcid":"https://orcid.org/0000-0001-8595-3692"},"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":"Aline Falck","raw_affiliation_strings":["Centro Nacional de Monitoramento e Alerta de Desastres Naturais (CEMADEN), S\u00e3o Jos\u00e9 dos Campos 12.247-016, SP, Brazil"],"affiliations":[{"raw_affiliation_string":"Centro Nacional de Monitoramento e Alerta de Desastres Naturais (CEMADEN), S\u00e3o Jos\u00e9 dos Campos 12.247-016, SP, Brazil","institution_ids":["https://openalex.org/I4210087047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052921791","display_name":"Javier Tomasella","orcid":"https://orcid.org/0000-0003-2597-8833"},"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":"Javier Tomasella","raw_affiliation_strings":["Centro Nacional de Monitoramento e Alerta de Desastres Naturais (CEMADEN), S\u00e3o Jos\u00e9 dos Campos 12.247-016, SP, Brazil"],"affiliations":[{"raw_affiliation_string":"Centro Nacional de Monitoramento e Alerta de Desastres Naturais (CEMADEN), S\u00e3o Jos\u00e9 dos Campos 12.247-016, SP, Brazil","institution_ids":["https://openalex.org/I4210087047"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041407349","display_name":"Fabrice Papa","orcid":"https://orcid.org/0000-0001-6305-6253"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555"]},{"id":"https://openalex.org/I150729083","display_name":"Universidade de Bras\u00edlia","ror":"https://ror.org/02xfp8v59","country_code":"BR","type":"education","lineage":["https://openalex.org/I150729083"]},{"id":"https://openalex.org/I17866349","display_name":"Universit\u00e9 F\u00e9d\u00e9rale de Toulouse Midi-Pyr\u00e9n\u00e9es","ror":"https://ror.org/004raaa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I17866349"]},{"id":"https://openalex.org/I4210112630","display_name":"Laboratoire d\u2019\u00c9tudes en G\u00e9ophysique et Oc\u00e9anographie Spatiales","ror":"https://ror.org/02chvqy57","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I2799535048","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210112630","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210166444","https://openalex.org/I4405257220"]},{"id":"https://openalex.org/I4210166444","display_name":"Institut de Recherche pour le D\u00e9veloppement","ror":"https://ror.org/05q3vnk25","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210166444","https://openalex.org/I4405257220"]}],"countries":["BR","FR"],"is_corresponding":false,"raw_author_name":"Fabrice Papa","raw_affiliation_strings":["Instituto de Geoci\u00eancias, Universidade de Bras\u00edlia (UnB), Bras\u00edlia 70.910-900, DF, Brazil","Laboratoire d\u2019Etudes en G\u00e9ophysique et Oc\u00e9anographie Spatiales (LEGOS), Universit\u00e9 de Toulouse, IRD, CNES, CNRS, UPS-14 Avenue Edouard Belin, 31400 Toulouse, France"],"affiliations":[{"raw_affiliation_string":"Instituto de Geoci\u00eancias, Universidade de Bras\u00edlia (UnB), Bras\u00edlia 70.910-900, DF, Brazil","institution_ids":["https://openalex.org/I150729083"]},{"raw_affiliation_string":"Laboratoire d\u2019Etudes en G\u00e9ophysique et Oc\u00e9anographie Spatiales (LEGOS), Universit\u00e9 de Toulouse, IRD, CNES, CNRS, UPS-14 Avenue Edouard Belin, 31400 Toulouse, France","institution_ids":["https://openalex.org/I4210112630","https://openalex.org/I17866349","https://openalex.org/I134560555","https://openalex.org/I4210166444","https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5064286566"],"corresponding_institution_ids":["https://openalex.org/I4210087047"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.3521,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.80103252,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"13","issue":"21","first_page":"4459","last_page":"4459"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9994999766349792,"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/T11234","display_name":"Precipitation Measurement and Analysis","score":0.9957000017166138,"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/environmental-science","display_name":"Environmental science","score":0.6472268104553223},{"id":"https://openalex.org/keywords/altimeter","display_name":"Altimeter","score":0.6036149263381958},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.5443089604377747},{"id":"https://openalex.org/keywords/flood-forecasting","display_name":"Flood forecasting","score":0.5238649845123291},{"id":"https://openalex.org/keywords/flood-myth","display_name":"Flood myth","score":0.5184423923492432},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.48110002279281616},{"id":"https://openalex.org/keywords/lead-time","display_name":"Lead time","score":0.46027493476867676},{"id":"https://openalex.org/keywords/data-assimilation","display_name":"Data assimilation","score":0.4590664207935333},{"id":"https://openalex.org/keywords/structural-basin","display_name":"Structural basin","score":0.45034757256507874},{"id":"https://openalex.org/keywords/drainage-basin","display_name":"Drainage basin","score":0.44724008440971375},{"id":"https://openalex.org/keywords/forcing","display_name":"Forcing (mathematics)","score":0.4232352375984192},{"id":"https://openalex.org/keywords/climatology","display_name":"Climatology","score":0.4019685983657837},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.326100617647171},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.230214923620224},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11386361718177795},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.0812883973121643}],"concepts":[{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6472268104553223},{"id":"https://openalex.org/C17534553","wikidata":"https://www.wikidata.org/wiki/Q216197","display_name":"Altimeter","level":2,"score":0.6036149263381958},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.5443089604377747},{"id":"https://openalex.org/C183195422","wikidata":"https://www.wikidata.org/wiki/Q3409303","display_name":"Flood forecasting","level":3,"score":0.5238649845123291},{"id":"https://openalex.org/C74256435","wikidata":"https://www.wikidata.org/wiki/Q134052","display_name":"Flood myth","level":2,"score":0.5184423923492432},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.48110002279281616},{"id":"https://openalex.org/C2781468064","wikidata":"https://www.wikidata.org/wiki/Q1267117","display_name":"Lead time","level":2,"score":0.46027493476867676},{"id":"https://openalex.org/C24552861","wikidata":"https://www.wikidata.org/wiki/Q2670177","display_name":"Data assimilation","level":2,"score":0.4590664207935333},{"id":"https://openalex.org/C109007969","wikidata":"https://www.wikidata.org/wiki/Q749565","display_name":"Structural basin","level":2,"score":0.45034757256507874},{"id":"https://openalex.org/C126645576","wikidata":"https://www.wikidata.org/wiki/Q166620","display_name":"Drainage basin","level":2,"score":0.44724008440971375},{"id":"https://openalex.org/C197115733","wikidata":"https://www.wikidata.org/wiki/Q1003136","display_name":"Forcing (mathematics)","level":2,"score":0.4232352375984192},{"id":"https://openalex.org/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.4019685983657837},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.326100617647171},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.230214923620224},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11386361718177795},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0812883973121643},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs13214459","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13214459","pdf_url":"https://www.mdpi.com/2072-4292/13/21/4459/pdf?version=1636437845","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-04720526v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04720526","pdf_url":null,"source":{"id":"https://openalex.org/S4406922466","display_name":"SPIRE - Sciences Po Institutional REpository","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, 2021, &#x27E8;10.3390/rs13214459&#x27E9;","raw_type":"Journal articles"},{"id":"pmh:oai:doaj.org/article:efcbc87cb2384823b20ff42fd989ebcd","is_oa":true,"landing_page_url":"https://doaj.org/article/efcbc87cb2384823b20ff42fd989ebcd","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 21, p 4459 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/13/21/4459/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs13214459","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 13; Issue 21; Pages: 4459","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs13214459","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13214459","pdf_url":"https://www.mdpi.com/2072-4292/13/21/4459/pdf?version=1636437845","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":[],"awards":[{"id":"https://openalex.org/G1220593326","display_name":null,"funder_award_id":"-","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G1429890386","display_name":null,"funder_award_id":"(CNPq","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G3601516360","display_name":null,"funder_award_id":"Brazil","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G5079005330","display_name":null,"funder_award_id":"support","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"}],"funders":[{"id":"https://openalex.org/F4320321519","display_name":"Centre National d\u2019Etudes Spatiales","ror":"https://ror.org/04h1h0y33"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3214612111.pdf","grobid_xml":"https://content.openalex.org/works/W3214612111.grobid-xml"},"referenced_works_count":56,"referenced_works":["https://openalex.org/W180836830","https://openalex.org/W617972239","https://openalex.org/W653481424","https://openalex.org/W1542130522","https://openalex.org/W1967485254","https://openalex.org/W1980173764","https://openalex.org/W1999260365","https://openalex.org/W2000330466","https://openalex.org/W2004744873","https://openalex.org/W2018606128","https://openalex.org/W2033384531","https://openalex.org/W2033425879","https://openalex.org/W2058998445","https://openalex.org/W2068146025","https://openalex.org/W2079607464","https://openalex.org/W2084320081","https://openalex.org/W2084744129","https://openalex.org/W2091361900","https://openalex.org/W2098886339","https://openalex.org/W2101015084","https://openalex.org/W2102847119","https://openalex.org/W2107121241","https://openalex.org/W2107513045","https://openalex.org/W2114971337","https://openalex.org/W2116151181","https://openalex.org/W2123634172","https://openalex.org/W2131992110","https://openalex.org/W2133837084","https://openalex.org/W2145369457","https://openalex.org/W2153326603","https://openalex.org/W2153986211","https://openalex.org/W2155438669","https://openalex.org/W2158698691","https://openalex.org/W2169114481","https://openalex.org/W2171994164","https://openalex.org/W2208198711","https://openalex.org/W2332352552","https://openalex.org/W2606835700","https://openalex.org/W2609642564","https://openalex.org/W2760890210","https://openalex.org/W2799393360","https://openalex.org/W2801786472","https://openalex.org/W2806281112","https://openalex.org/W2806816730","https://openalex.org/W2884592874","https://openalex.org/W2885664345","https://openalex.org/W2897391556","https://openalex.org/W2904996692","https://openalex.org/W3017166708","https://openalex.org/W3042322370","https://openalex.org/W3080319602","https://openalex.org/W3084910857","https://openalex.org/W3112493767","https://openalex.org/W3157078963","https://openalex.org/W3171101410","https://openalex.org/W6632535096"],"related_works":["https://openalex.org/W119731573","https://openalex.org/W2044098611","https://openalex.org/W2279247987","https://openalex.org/W1655553142","https://openalex.org/W2120614840","https://openalex.org/W4400689187","https://openalex.org/W2033889160","https://openalex.org/W4387095275","https://openalex.org/W3016829663","https://openalex.org/W316477396"],"abstract_inverted_index":{"This":[0],"study":[1],"investigates":[2],"the":[3,18,31,34,60,66,76,86,95,99,108,115,143,150,153,155,161],"potential":[4,156],"of":[5,13,20,33,36,75,85,94,110,146,152],"observations":[6],"with":[7],"improved":[8,149],"frequency":[9,109,145],"and":[10,23,48,98,113,122],"latency":[11,116],"time":[12,46,117],"upcoming":[14],"altimetry":[15],"missions":[16],"on":[17,129],"accuracy":[19,151],"flood":[21],"forecasting":[22],"early":[24],"warnings.":[25],"To":[26],"achieve":[27],"this,":[28],"we":[29],"assessed":[30],"skill":[32],"forecasts":[35],"a":[37,51,92,126],"distributed":[38],"hydrological":[39],"model":[40],"by":[41],"assimilating":[42],"different":[43],"historical":[44],"discharge":[45],"frequencies":[47],"latencies":[49],"in":[50,72,83],"framework":[52],"that":[53,106],"mimics":[54],"an":[55],"operational":[56],"forecast":[57],"system,":[58],"using":[59],"European":[61],"Ensemble":[62],"Forecasting":[63],"system":[64],"as":[65,91],"forcing.":[67],"Numerical":[68],"experiments":[69],"were":[70,81,158],"performed":[71],"22":[73],"sub-basins":[74],"Tocantins-Araguaia":[77],"Basin.":[78],"Forecast":[79],"skills":[80],"evaluated":[82],"terms":[84],"Relative":[87],"Operational":[88],"Characteristics":[89],"(ROC)":[90],"function":[93],"drainage":[96],"area":[97],"forecasts\u2019":[100],"lead":[101,163],"time.":[102],"The":[103],"results":[104],"showed":[105],"increasing":[107],"data":[111,147],"collection":[112,148],"reducing":[114],"(especially":[118],"1":[119],"d":[120],"update":[121],"low":[123],"latency)":[124],"had":[125],"significant":[127],"impact":[128],"steep":[130],"headwater":[131],"sub-basins,":[132],"where":[133],"floods":[134],"are":[135],"usually":[136],"more":[137],"destructive.":[138],"In":[139],"larger":[140],"basins,":[141],"although":[142],"increased":[144],"forecasts,":[154],"benefits":[157],"limited":[159],"to":[160],"earlier":[162],"times.":[164]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
