{"id":"https://openalex.org/W4412164751","doi":"https://doi.org/10.1109/tgrs.2025.3586375","title":"Reduction of Persistent Stress-Equivalent Wind Biases With Machine Learning and Scatterometer Data","display_name":"Reduction of Persistent Stress-Equivalent Wind Biases With Machine Learning and Scatterometer Data","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412164751","doi":"https://doi.org/10.1109/tgrs.2025.3586375"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2025.3586375","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tgrs.2025.3586375","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Geoscience and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1109/tgrs.2025.3586375","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040968802","display_name":"Evgeniia Makarova","orcid":"https://orcid.org/0000-0003-1418-8385"},"institutions":[{"id":"https://openalex.org/I71999127","display_name":"Universitat de Barcelona","ror":"https://ror.org/021018s57","country_code":"ES","type":"education","lineage":["https://openalex.org/I71999127"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Evgeniia Makarova","raw_affiliation_strings":["Faculty of Physics, University of Barcelona, Barcelona, Spain","Physics, University of Barcelona, Barcelona, Spain"],"raw_orcid":"https://orcid.org/0000-0003-1418-8385","affiliations":[{"raw_affiliation_string":"Faculty of Physics, University of Barcelona, Barcelona, Spain","institution_ids":["https://openalex.org/I71999127"]},{"raw_affiliation_string":"Physics, University of Barcelona, Barcelona, Spain","institution_ids":["https://openalex.org/I71999127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076297779","display_name":"Marcos Portabella","orcid":"https://orcid.org/0000-0002-9972-9090"},"institutions":[{"id":"https://openalex.org/I4210151560","display_name":"Institut de Ci\u00e8ncies del Mar","ror":"https://ror.org/05ect0289","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210151560"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Marcos Portabella","raw_affiliation_strings":["Barcelona Expert Centre (BEC), Institute of Marine Sciences, Barcelona, Spain"],"raw_orcid":"https://orcid.org/0000-0002-9972-9090","affiliations":[{"raw_affiliation_string":"Barcelona Expert Centre (BEC), Institute of Marine Sciences, Barcelona, Spain","institution_ids":["https://openalex.org/I4210151560"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031868643","display_name":"Ad Stoffelen","orcid":"https://orcid.org/0000-0002-4018-4073"},"institutions":[{"id":"https://openalex.org/I1309140791","display_name":"Royal Netherlands Meteorological Institute","ror":"https://ror.org/05dfgh554","country_code":"NL","type":"government","lineage":["https://openalex.org/I1309140791","https://openalex.org/I331567899","https://openalex.org/I4210140876"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Ad Stoffelen","raw_affiliation_strings":["Department of Weather Research, KNMI, De Bilt, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-4018-4073","affiliations":[{"raw_affiliation_string":"Department of Weather Research, KNMI, De Bilt, The Netherlands","institution_ids":["https://openalex.org/I1309140791"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16066018,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"63","issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11061","display_name":"Ocean Waves and Remote Sensing","score":0.9847000241279602,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11061","display_name":"Ocean Waves and Remote Sensing","score":0.9847000241279602,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"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":0.9797000288963318,"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":0.9772999882698059,"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/scatterometer","display_name":"Scatterometer","score":0.6032668948173523},{"id":"https://openalex.org/keywords/stress-reduction","display_name":"Stress reduction","score":0.5582865476608276},{"id":"https://openalex.org/keywords/stress","display_name":"Stress (linguistics)","score":0.5558006763458252},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.519386351108551},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.46281731128692627},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45627230405807495},{"id":"https://openalex.org/keywords/wind-power","display_name":"Wind power","score":0.43997785449028015},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.343445360660553},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.258304238319397},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.14961326122283936},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11022016406059265},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10175490379333496},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.08761024475097656},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.07734891772270203},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07571962475776672}],"concepts":[{"id":"https://openalex.org/C2776212561","wikidata":"https://www.wikidata.org/wiki/Q905295","display_name":"Scatterometer","level":3,"score":0.6032668948173523},{"id":"https://openalex.org/C2987238706","wikidata":"https://www.wikidata.org/wiki/Q1404268","display_name":"Stress reduction","level":2,"score":0.5582865476608276},{"id":"https://openalex.org/C21036866","wikidata":"https://www.wikidata.org/wiki/Q181767","display_name":"Stress (linguistics)","level":2,"score":0.5558006763458252},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.519386351108551},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.46281731128692627},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45627230405807495},{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.43997785449028015},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.343445360660553},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.258304238319397},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.14961326122283936},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11022016406059265},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10175490379333496},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08761024475097656},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.07734891772270203},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07571962475776672},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tgrs.2025.3586375","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tgrs.2025.3586375","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Geoscience and Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:digital.csic.es:10261/395990","is_oa":true,"landing_page_url":"http://hdl.handle.net/10261/395990","pdf_url":null,"source":{"id":"https://openalex.org/S4306400616","display_name":"DIGITAL.CSIC (Spanish National Research Council (CSIC))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I134820265","host_organization_name":"Consejo Superior de Investigaciones Cient\u00edficas","host_organization_lineage":["https://openalex.org/I134820265"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1109/tgrs.2025.3586375","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tgrs.2025.3586375","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Geoscience and Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8600000143051147,"id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G1739929412","display_name":null,"funder_award_id":"OSI_VSA24_0","funder_id":"https://openalex.org/F4320326483","funder_display_name":"European Organization for the Exploitation of Meteorological Satellites"},{"id":"https://openalex.org/G2322343396","display_name":null,"funder_award_id":"OSI_VSA22_01","funder_id":"https://openalex.org/F4320326483","funder_display_name":"European Organization for the Exploitation of Meteorological Satellites"},{"id":"https://openalex.org/G5068595448","display_name":null,"funder_award_id":"OSI SAF VSA24","funder_id":"https://openalex.org/F4320326483","funder_display_name":"European Organization for the Exploitation of Meteorological Satellites"},{"id":"https://openalex.org/G7273362876","display_name":null,"funder_award_id":"PID2020-114623RB-C31","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"}],"funders":[{"id":"https://openalex.org/F4320322930","display_name":"Ministerio de Ciencia e Innovaci\u00f3n","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320326483","display_name":"European Organization for the Exploitation of Meteorological Satellites","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2010851006","https://openalex.org/W2057794477","https://openalex.org/W2095643007","https://openalex.org/W2140387194","https://openalex.org/W2171962298","https://openalex.org/W2295598076","https://openalex.org/W2604626072","https://openalex.org/W2606033596","https://openalex.org/W2609734302","https://openalex.org/W2909481090","https://openalex.org/W2922322604","https://openalex.org/W2981538108","https://openalex.org/W2990679676","https://openalex.org/W3025949386","https://openalex.org/W4220710860","https://openalex.org/W4313399947","https://openalex.org/W4315706382","https://openalex.org/W4321019954","https://openalex.org/W4383218913","https://openalex.org/W4388728292","https://openalex.org/W4392004327","https://openalex.org/W4392284590","https://openalex.org/W4399668152","https://openalex.org/W4400030530","https://openalex.org/W4402259570","https://openalex.org/W6637568146","https://openalex.org/W6761587020","https://openalex.org/W6766978945","https://openalex.org/W6810767514","https://openalex.org/W6847498752","https://openalex.org/W6869497118","https://openalex.org/W6907244413","https://openalex.org/W7025548249","https://openalex.org/W7056184048"],"related_works":["https://openalex.org/W1589762804","https://openalex.org/W2068845235","https://openalex.org/W2546488237","https://openalex.org/W3000499464","https://openalex.org/W2585691118","https://openalex.org/W2097761609","https://openalex.org/W2182015688","https://openalex.org/W1885310920","https://openalex.org/W2067079771","https://openalex.org/W2906338062"],"abstract_inverted_index":{"The":[0,33,179,220],"Numerical":[1],"Weather":[2,45],"prediction":[3],"(NWP)":[4],"stress-equivalent":[5],"10-m":[6],"wind":[7,35,59],"(U10S)":[8],"forecasts":[9,21,76],"are":[10,37,61,107],"used":[11],"as":[12,137,176],"a":[13,90,164,197],"common":[14],"forcing":[15],"for":[16,43,101,157],"ocean":[17],"models,":[18],"however,":[19],"these":[20,116],"present":[22],"local":[23,218],"and":[24,84,109,133,207],"systematic":[25],"biases":[26,60,70,129],"when":[27,104,201],"compared":[28,202],"to":[29,67,126,183,194,203,209,233],"the":[30,55,57,75,78,85,102,111,120,141,148,155,158,177,217,226],"observational":[31,142],"data.":[32],"scatterometer":[34,82,172,205,213],"observations":[36,83],"being":[38],"assimilated":[39],"by":[40],"European":[41],"Centre":[42],"Medium-Range":[44],"Forecasts":[46],"(ECMWF)":[47],"Integrated":[48],"Forecasting":[49],"System":[50],"(IFS)":[51],"but":[52],"even":[53],"after":[54],"assimilation":[56],"sea-surface":[58],"still":[62],"present.":[63],"A":[64],"previous":[65],"approach":[66,97],"reduce":[68],"such":[69,128],"was":[71],"based":[72],"on":[73,163,196],"correcting":[74],"with":[77,228],"mean":[79],"differences":[80,175],"between":[81],"NWP":[86,135,174],"output":[87],"accumulated":[88],"over":[89],"certain":[91],"period":[92],"of":[93,122,167],"time.":[94],"However,":[95],"this":[96,151],"shows":[98],"performance":[99,222],"degradation":[100],"periods":[103],"fewer":[105],"scatterometers":[106],"available":[108],"in":[110,225],"operational":[112],"framework.":[113],"To":[114],"overcome":[115],"limitations,":[117],"we":[118,153],"propose":[119],"use":[121,170],"machine":[123],"learning":[124],"(ML)":[125],"predict":[127],"using":[130],"other":[131],"atmospheric":[132],"oceanic":[134],"variables":[136],"inputs,":[138],"so":[139],"that":[140,169],"data":[143,168],"is":[144,223],"only":[145],"required":[146],"during":[147],"training.":[149],"In":[150],"work":[152],"show":[154,189],"results":[156],"preliminary":[159],"ML":[160],"models":[161],"trained":[162],"small":[165],"subset":[166,199],"U10S":[171],"\u2013":[173],"target.":[178],"predicted":[180],"corrections":[181],"applied":[182],"ECMWF":[184],"fifth":[185],"reanalysis":[186],"dataset":[187],"ERA5":[188],"error":[190,229],"variance":[191,230],"reduction":[192,231],"up":[193,208,232],"9.86%":[195],"test":[198],"globally":[200],"Advanced":[204],"(ASCAT-A)":[206],"6.25%":[210],"against":[211],"independent":[212],"HSCAT-B,":[214],"thereby":[215],"reducing":[216],"biases.":[219],"best":[221],"seen":[224],"extra-tropics":[227],"10.6%.":[234]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
