{"id":"https://openalex.org/W3111510448","doi":"https://doi.org/10.3390/rs13020246","title":"Fusion of Rain Radar Images and Wind Forecasts in a Deep Learning Model Applied to Rain Nowcasting","display_name":"Fusion of Rain Radar Images and Wind Forecasts in a Deep Learning Model Applied to Rain Nowcasting","publication_year":2021,"publication_date":"2021-01-13","ids":{"openalex":"https://openalex.org/W3111510448","doi":"https://doi.org/10.3390/rs13020246","mag":"3111510448"},"language":"en","primary_location":{"id":"doi:10.3390/rs13020246","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13020246","pdf_url":"https://www.mdpi.com/2072-4292/13/2/246/pdf?version=1610521279","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":"preprint","indexed_in":["arxiv","crossref","datacite","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/13/2/246/pdf?version=1610521279","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064944587","display_name":"Vincent Bouget","orcid":"https://orcid.org/0000-0002-9846-1942"},"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/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210159731","display_name":"LIP6","ror":"https://ror.org/05krcen59","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I39804081","https://openalex.org/I4210159245","https://openalex.org/I4210159731"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Vincent Bouget","raw_affiliation_strings":["Sorbonne Universit\u00e9, CNRS, Laboratoire d\u2019Informatique de Paris 6, 75005 Paris, France","Performance et Qualit\u00e9 des Algorithmes Num\u00e9riques"],"affiliations":[{"raw_affiliation_string":"Sorbonne Universit\u00e9, CNRS, Laboratoire d\u2019Informatique de Paris 6, 75005 Paris, France","institution_ids":["https://openalex.org/I39804081","https://openalex.org/I4210159731","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"Performance et Qualit\u00e9 des Algorithmes Num\u00e9riques","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053426980","display_name":"Dominique B\u00e9r\u00e9ziat","orcid":"https://orcid.org/0000-0003-1444-8212"},"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/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210159731","display_name":"LIP6","ror":"https://ror.org/05krcen59","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I39804081","https://openalex.org/I4210159245","https://openalex.org/I4210159731"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Dominique B\u00e9r\u00e9ziat","raw_affiliation_strings":["Sorbonne Universit\u00e9, CNRS, Laboratoire d\u2019Informatique de Paris 6, 75005 Paris, France","Performance et Qualit\u00e9 des Algorithmes Num\u00e9riques"],"affiliations":[{"raw_affiliation_string":"Sorbonne Universit\u00e9, CNRS, Laboratoire d\u2019Informatique de Paris 6, 75005 Paris, France","institution_ids":["https://openalex.org/I39804081","https://openalex.org/I4210159731","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"Performance et Qualit\u00e9 des Algorithmes Num\u00e9riques","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073300655","display_name":"Julien Brajard","orcid":"https://orcid.org/0000-0003-0634-1482"},"institutions":[{"id":"https://openalex.org/I4210101120","display_name":"Nansen International Environmental and Remote Sensing Center","ror":"https://ror.org/015th0q50","country_code":"RU","type":"nonprofit","lineage":["https://openalex.org/I4210101120"]},{"id":"https://openalex.org/I4401200256","display_name":"Nansen Environmental and Remote Sensing Center","ror":"https://ror.org/05ey0h058","country_code":null,"type":"nonprofit","lineage":["https://openalex.org/I4401200256"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Julien Brajard","raw_affiliation_strings":["Nansen Environmental and Remote Sensing Center (NERSC), 5009 Bergen, Norway","Nansen Environmental and Remote Sensing Center, Bergen"],"affiliations":[{"raw_affiliation_string":"Nansen Environmental and Remote Sensing Center (NERSC), 5009 Bergen, Norway","institution_ids":["https://openalex.org/I4401200256"]},{"raw_affiliation_string":"Nansen Environmental and Remote Sensing Center, Bergen","institution_ids":["https://openalex.org/I4210101120","https://openalex.org/I4401200256"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072167294","display_name":"Anastase Charantonis","orcid":"https://orcid.org/0000-0003-4953-2684"},"institutions":[{"id":"https://openalex.org/I4210097372","display_name":"\u00c9cole Nationale Sup\u00e9rieure d\u2019Informatique pour l\u2019Industrie et l\u2019Entreprise","ror":"https://ror.org/00tx98v53","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210097372"]},{"id":"https://openalex.org/I4210154188","display_name":"Laboratoire d'Oc\u00e9anographie et du Climat : Exp\u00e9rimentations et Approches Num\u00e9riques","ror":"https://ror.org/05j3atf73","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I39804081","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210113730","https://openalex.org/I4210123595","https://openalex.org/I4210131494","https://openalex.org/I4210148025","https://openalex.org/I4210154188","https://openalex.org/I4210166444","https://openalex.org/I4405257220"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Anastase Charantonis","raw_affiliation_strings":["Laboratoire d\u2019Oc\u00e9anographie et du Climat (LOCEAN), 75005 Paris, France","\u00c9cole Nationale Sup\u00e9rieure d\u2019Informatique pour l\u2019Industrie et l\u2019Entreprise (ENSIIE), 91000 \u00c9vry, France","Ecole Nationale Sup\u00e9rieure d'Informatique pour l'Industrie et l'Entreprise"],"affiliations":[{"raw_affiliation_string":"Laboratoire d\u2019Oc\u00e9anographie et du Climat (LOCEAN), 75005 Paris, France","institution_ids":["https://openalex.org/I4210154188"]},{"raw_affiliation_string":"\u00c9cole Nationale Sup\u00e9rieure d\u2019Informatique pour l\u2019Industrie et l\u2019Entreprise (ENSIIE), 91000 \u00c9vry, France","institution_ids":["https://openalex.org/I4210097372"]},{"raw_affiliation_string":"Ecole Nationale Sup\u00e9rieure d'Informatique pour l'Industrie et l'Entreprise","institution_ids":["https://openalex.org/I4210097372"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069413430","display_name":"Arthur Filoche","orcid":"https://orcid.org/0000-0001-7779-6105"},"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/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210159731","display_name":"LIP6","ror":"https://ror.org/05krcen59","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I39804081","https://openalex.org/I4210159245","https://openalex.org/I4210159731"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Arthur Filoche","raw_affiliation_strings":["Sorbonne Universit\u00e9, CNRS, Laboratoire d\u2019Informatique de Paris 6, 75005 Paris, France","Performance et Qualit\u00e9 des Algorithmes Num\u00e9riques"],"affiliations":[{"raw_affiliation_string":"Sorbonne Universit\u00e9, CNRS, Laboratoire d\u2019Informatique de Paris 6, 75005 Paris, France","institution_ids":["https://openalex.org/I39804081","https://openalex.org/I4210159731","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"Performance et Qualit\u00e9 des Algorithmes Num\u00e9riques","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5064944587"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I39804081","https://openalex.org/I4210159731"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.1127,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.45222977,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"13","issue":"2","first_page":"246","last_page":"246"},"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/T11234","display_name":"Precipitation Measurement and Analysis","score":0.9995999932289124,"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/T10466","display_name":"Meteorological Phenomena and Simulations","score":0.9976999759674072,"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/nowcasting","display_name":"Nowcasting","score":0.8582208156585693},{"id":"https://openalex.org/keywords/quantitative-precipitation-forecast","display_name":"Quantitative precipitation forecast","score":0.7509353160858154},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.7450169920921326},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.636504054069519},{"id":"https://openalex.org/keywords/precipitation","display_name":"Precipitation","score":0.6029671430587769},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4874994456768036},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47505709528923035},{"id":"https://openalex.org/keywords/weather-radar","display_name":"Weather radar","score":0.4567417502403259},{"id":"https://openalex.org/keywords/flood-myth","display_name":"Flood myth","score":0.45460671186447144},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.44176286458969116},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4386424124240875},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36163902282714844},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34446391463279724},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.19912514090538025}],"concepts":[{"id":"https://openalex.org/C2781013037","wikidata":"https://www.wikidata.org/wiki/Q1433331","display_name":"Nowcasting","level":2,"score":0.8582208156585693},{"id":"https://openalex.org/C140178040","wikidata":"https://www.wikidata.org/wiki/Q18402512","display_name":"Quantitative precipitation forecast","level":3,"score":0.7509353160858154},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.7450169920921326},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.636504054069519},{"id":"https://openalex.org/C107054158","wikidata":"https://www.wikidata.org/wiki/Q25257","display_name":"Precipitation","level":2,"score":0.6029671430587769},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4874994456768036},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47505709528923035},{"id":"https://openalex.org/C92237259","wikidata":"https://www.wikidata.org/wiki/Q863343","display_name":"Weather radar","level":3,"score":0.4567417502403259},{"id":"https://openalex.org/C74256435","wikidata":"https://www.wikidata.org/wiki/Q134052","display_name":"Flood myth","level":2,"score":0.45460671186447144},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.44176286458969116},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4386424124240875},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36163902282714844},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34446391463279724},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.19912514090538025},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.3390/rs13020246","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13020246","pdf_url":"https://www.mdpi.com/2072-4292/13/2/246/pdf?version=1610521279","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:arXiv.org:2012.05015","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2012.05015","pdf_url":"https://arxiv.org/pdf/2012.05015","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:3111510448","is_oa":true,"landing_page_url":"http://export.arxiv.org/pdf/2012.05015","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:HAL:hal-03112093v1","is_oa":false,"landing_page_url":"https://hal.sorbonne-universite.fr/hal-03112093","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, 2021, 13 (2), pp.246. ⟨10.3390/rs13020246⟩","raw_type":"Journal articles"},{"id":"pmh:oai:doaj.org/article:ba6d38a0f3d04de58c91531766702d86","is_oa":true,"landing_page_url":"https://doaj.org/article/ba6d38a0f3d04de58c91531766702d86","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 2, p 246 (2021)","raw_type":"article"},{"id":"doi:10.48550/arxiv.2012.05015","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2012.05015","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs13020246","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13020246","pdf_url":"https://www.mdpi.com/2072-4292/13/2/246/pdf?version=1610521279","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/G7691405796","display_name":null,"funder_award_id":"#250711","funder_id":"https://openalex.org/F4320323299","funder_display_name":"Norges Forskningsr\u00e5d"}],"funders":[{"id":"https://openalex.org/F4320323299","display_name":"Norges Forskningsr\u00e5d","ror":"https://ror.org/00epmv149"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3111510448.pdf","grobid_xml":"https://content.openalex.org/works/W3111510448.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W1485009520","https://openalex.org/W1578285471","https://openalex.org/W1836465849","https://openalex.org/W1901129140","https://openalex.org/W1989679522","https://openalex.org/W1999954155","https://openalex.org/W2016184960","https://openalex.org/W2029770038","https://openalex.org/W2077306553","https://openalex.org/W2079565659","https://openalex.org/W2090659718","https://openalex.org/W2156387975","https://openalex.org/W2175461096","https://openalex.org/W2401640538","https://openalex.org/W2417064059","https://openalex.org/W2465452378","https://openalex.org/W2517954747","https://openalex.org/W2736287575","https://openalex.org/W2751023760","https://openalex.org/W2767245172","https://openalex.org/W2771590586","https://openalex.org/W2784499877","https://openalex.org/W2894918316","https://openalex.org/W2936479764","https://openalex.org/W2937279163","https://openalex.org/W2945948499","https://openalex.org/W2950042022","https://openalex.org/W2963866658","https://openalex.org/W2964121744","https://openalex.org/W2964151830","https://openalex.org/W2995511918","https://openalex.org/W2998557500","https://openalex.org/W3105349371","https://openalex.org/W4376626202","https://openalex.org/W6631190155","https://openalex.org/W6682889407"],"related_works":["https://openalex.org/W3119912078","https://openalex.org/W3160797734","https://openalex.org/W2937279163","https://openalex.org/W2794052061","https://openalex.org/W3206213776","https://openalex.org/W2187028872","https://openalex.org/W2016920823","https://openalex.org/W1560911559","https://openalex.org/W2086453350","https://openalex.org/W2188701831","https://openalex.org/W2595680795","https://openalex.org/W3146080885","https://openalex.org/W3012419349","https://openalex.org/W3200528587","https://openalex.org/W2351569830","https://openalex.org/W2069997233","https://openalex.org/W786627012","https://openalex.org/W2015655415","https://openalex.org/W1541894495","https://openalex.org/W2005250319"],"abstract_inverted_index":{"Short-":[0],"or":[1,17],"mid-term":[2],"rainfall":[3,37,67,143],"forecasting":[4],"is":[5],"a":[6,59,64,75,84,93,126],"major":[7],"task":[8],"with":[9],"several":[10],"environmental":[11],"applications":[12],"such":[13,51],"as":[14,40,52],"agricultural":[15],"management":[16],"flood":[18],"risk":[19],"monitoring.":[20],"Existing":[21],"data-driven":[22],"approaches,":[23],"especially":[24,163],"deep":[25,60],"learning":[26,61],"models,":[27],"have":[28],"shown":[29],"significant":[30,161],"skill":[31],"at":[32,125],"this":[33],"task,":[34],"using":[35,47,141],"only":[36,88,142],"radar":[38,68,90,144],"images":[39,69],"inputs.":[41],"In":[42],"order":[43],"to":[44,83,92,98,154],"determine":[45],"whether":[46],"other":[48],"meteorological":[49],"parameters":[50],"wind":[53,71,149],"would":[54],"improve":[55],"forecasts,":[56],"we":[57],"trained":[58,87,140],"model":[62,96],"on":[63,89,102,117,164],"fusion":[65],"of":[66,129],"and":[70,97,119,148,159],"velocity":[72],"produced":[73],"by":[74,108,135],"weather":[76],"forecast":[77],"model.":[78],"The":[79],"network":[80,106],"was":[81],"compared":[82],"similar":[85],"architecture":[86,139],"data,":[91],"basic":[94],"persistence":[95],"an":[99],"approach":[100],"based":[101],"optical":[103,115],"flow.":[104],"Our":[105],"outperforms":[107,134],"8%":[109],"the":[110,114,137,156,165],"F1-score":[111],"calculated":[112],"for":[113,123],"flow":[116],"moderate":[118],"higher":[120],"rain":[121,147],"events":[122],"forecasts":[124],"horizon":[127],"time":[128],"30":[130],"min.":[131],"Furthermore,":[132],"it":[133],"7%":[136],"same":[138],"images.":[145],"Merging":[146],"data":[150],"has":[151],"also":[152],"proven":[153],"stabilize":[155],"training":[157],"process":[158],"enabled":[160],"improvement":[162],"difficult-to-predict":[166],"high":[167],"precipitation":[168],"rainfalls.":[169]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}