{"id":"https://openalex.org/W4393255191","doi":"https://doi.org/10.3390/rs16071182","title":"Ocean Satellite Data Fusion for High-Resolution Surface Current Maps","display_name":"Ocean Satellite Data Fusion for High-Resolution Surface Current Maps","publication_year":2024,"publication_date":"2024-03-28","ids":{"openalex":"https://openalex.org/W4393255191","doi":"https://doi.org/10.3390/rs16071182"},"language":"en","primary_location":{"id":"doi:10.3390/rs16071182","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16071182","pdf_url":"https://www.mdpi.com/2072-4292/16/7/1182/pdf?version=1711624911","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/2072-4292/16/7/1182/pdf?version=1711624911","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089769625","display_name":"Alisa Kugusheva","orcid":null},"institutions":[{"id":"https://openalex.org/I142476485","display_name":"\u00c9cole Polytechnique","ror":"https://ror.org/05hy3tk52","country_code":"FR","type":"education","lineage":["https://openalex.org/I142476485","https://openalex.org/I4210145102"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Alisa Kugusheva","raw_affiliation_strings":["AMPHITRITE, X-Novation Center, \u00c9cole Polytechnique, 91128 Palaiseau, France"],"affiliations":[{"raw_affiliation_string":"AMPHITRITE, X-Novation Center, \u00c9cole Polytechnique, 91128 Palaiseau, France","institution_ids":["https://openalex.org/I142476485"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016127988","display_name":"Hannah Bull","orcid":null},"institutions":[{"id":"https://openalex.org/I142476485","display_name":"\u00c9cole Polytechnique","ror":"https://ror.org/05hy3tk52","country_code":"FR","type":"education","lineage":["https://openalex.org/I142476485","https://openalex.org/I4210145102"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Hannah Bull","raw_affiliation_strings":["AMPHITRITE, X-Novation Center, \u00c9cole Polytechnique, 91128 Palaiseau, France"],"affiliations":[{"raw_affiliation_string":"AMPHITRITE, X-Novation Center, \u00c9cole Polytechnique, 91128 Palaiseau, France","institution_ids":["https://openalex.org/I142476485"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057454126","display_name":"Evangelos Moschos","orcid":"https://orcid.org/0000-0003-1134-3220"},"institutions":[{"id":"https://openalex.org/I142476485","display_name":"\u00c9cole Polytechnique","ror":"https://ror.org/05hy3tk52","country_code":"FR","type":"education","lineage":["https://openalex.org/I142476485","https://openalex.org/I4210145102"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Evangelos Moschos","raw_affiliation_strings":["AMPHITRITE, X-Novation Center, \u00c9cole Polytechnique, 91128 Palaiseau, France"],"affiliations":[{"raw_affiliation_string":"AMPHITRITE, X-Novation Center, \u00c9cole Polytechnique, 91128 Palaiseau, France","institution_ids":["https://openalex.org/I142476485"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014474553","display_name":"Artemis Ioannou","orcid":"https://orcid.org/0000-0002-0055-4981"},"institutions":[{"id":"https://openalex.org/I142476485","display_name":"\u00c9cole Polytechnique","ror":"https://ror.org/05hy3tk52","country_code":"FR","type":"education","lineage":["https://openalex.org/I142476485","https://openalex.org/I4210145102"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Artemis Ioannou","raw_affiliation_strings":["AMPHITRITE, X-Novation Center, \u00c9cole Polytechnique, 91128 Palaiseau, France"],"affiliations":[{"raw_affiliation_string":"AMPHITRITE, X-Novation Center, \u00c9cole Polytechnique, 91128 Palaiseau, France","institution_ids":["https://openalex.org/I142476485"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061541017","display_name":"Briac Le Vu","orcid":null},"institutions":[{"id":"https://openalex.org/I142476485","display_name":"\u00c9cole Polytechnique","ror":"https://ror.org/05hy3tk52","country_code":"FR","type":"education","lineage":["https://openalex.org/I142476485","https://openalex.org/I4210145102"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Briac Le Vu","raw_affiliation_strings":["AMPHITRITE, X-Novation Center, \u00c9cole Polytechnique, 91128 Palaiseau, France"],"affiliations":[{"raw_affiliation_string":"AMPHITRITE, X-Novation Center, \u00c9cole Polytechnique, 91128 Palaiseau, France","institution_ids":["https://openalex.org/I142476485"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040549770","display_name":"Alexandre Stegner","orcid":"https://orcid.org/0000-0001-7882-493X"},"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/I142476485","display_name":"\u00c9cole Polytechnique","ror":"https://ror.org/05hy3tk52","country_code":"FR","type":"education","lineage":["https://openalex.org/I142476485","https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I4210087306","display_name":"Laboratoire de M\u00e9t\u00e9orologie Dynamique","ror":"https://ror.org/000ehr937","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I142476485","https://openalex.org/I142631665","https://openalex.org/I2746051580","https://openalex.org/I29607241","https://openalex.org/I39804081","https://openalex.org/I4210087306","https://openalex.org/I4210145102","https://openalex.org/I4210145102","https://openalex.org/I4210148025"]},{"id":"https://openalex.org/I4210114102","display_name":"Institut Pierre-Simon Laplace","ror":"https://ror.org/02haar591","country_code":"FR","type":"facility","lineage":["https://openalex.org/I39804081","https://openalex.org/I4210114102"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Alexandre Stegner","raw_affiliation_strings":["AMPHITRITE, X-Novation Center, \u00c9cole Polytechnique, 91128 Palaiseau, France","Laboratoire de M\u00e9t\u00e9orologie Dynamique, Institut Pierre-Simon-Laplace (CNRS), Ecole Polytechnique, 91128 Palaiseau, France"],"affiliations":[{"raw_affiliation_string":"AMPHITRITE, X-Novation Center, \u00c9cole Polytechnique, 91128 Palaiseau, France","institution_ids":["https://openalex.org/I142476485"]},{"raw_affiliation_string":"Laboratoire de M\u00e9t\u00e9orologie Dynamique, Institut Pierre-Simon-Laplace (CNRS), Ecole Polytechnique, 91128 Palaiseau, France","institution_ids":["https://openalex.org/I142476485","https://openalex.org/I1294671590","https://openalex.org/I4210087306","https://openalex.org/I4210114102"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5089769625"],"corresponding_institution_ids":["https://openalex.org/I142476485"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":6.5477,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.97280428,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"16","issue":"7","first_page":"1182","last_page":"1182"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10255","display_name":"Oceanographic and Atmospheric Processes","score":0.9854000210762024,"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/T10255","display_name":"Oceanographic and Atmospheric Processes","score":0.9854000210762024,"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/T13177","display_name":"Geological and Geophysical Studies","score":0.9848999977111816,"subfield":{"id":"https://openalex.org/subfields/1907","display_name":"Geology"},"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/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.9596999883651733,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"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/remote-sensing","display_name":"Remote sensing","score":0.6242275238037109},{"id":"https://openalex.org/keywords/current","display_name":"Current (fluid)","score":0.6098600029945374},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.5309675931930542},{"id":"https://openalex.org/keywords/high-resolution","display_name":"High resolution","score":0.4891946315765381},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.363884836435318},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3366662263870239},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.1786184310913086},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.05016317963600159}],"concepts":[{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6242275238037109},{"id":"https://openalex.org/C148043351","wikidata":"https://www.wikidata.org/wiki/Q4456944","display_name":"Current (fluid)","level":2,"score":0.6098600029945374},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.5309675931930542},{"id":"https://openalex.org/C3020199158","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"High resolution","level":2,"score":0.4891946315765381},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.363884836435318},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3366662263870239},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.1786184310913086},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.05016317963600159},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs16071182","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16071182","pdf_url":"https://www.mdpi.com/2072-4292/16/7/1182/pdf?version=1711624911","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:insu-04729899v1","is_oa":true,"landing_page_url":"https://insu.hal.science/insu-04729899","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, 2024, 16 (7), pp.1182. ⟨10.3390/rs16071182⟩","raw_type":"Journal articles"},{"id":"pmh:oai:doaj.org/article:164482b78c0443879e4a6701b51d9a92","is_oa":true,"landing_page_url":"https://doaj.org/article/164482b78c0443879e4a6701b51d9a92","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 16, Iss 7, p 1182 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs16071182","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16071182","pdf_url":"https://www.mdpi.com/2072-4292/16/7/1182/pdf?version=1711624911","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":[{"id":"https://metadata.un.org/sdg/14","display_name":"Life below water","score":0.8700000047683716}],"awards":[{"id":"https://openalex.org/G1280400248","display_name":null,"funder_award_id":"DOS0200558/00","funder_id":"https://openalex.org/F4320316512","funder_display_name":"Bpifrance"},{"id":"https://openalex.org/G4393495642","display_name":null,"funder_award_id":"R-S22/DU-0003-023-92","funder_id":"https://openalex.org/F4320316512","funder_display_name":"Bpifrance"}],"funders":[{"id":"https://openalex.org/F4320316512","display_name":"Bpifrance","ror":"https://ror.org/008zkt807"},{"id":"https://openalex.org/F4320321519","display_name":"Centre National d\u2019Etudes Spatiales","ror":"https://ror.org/04h1h0y33"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4393255191.pdf"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W1885185971","https://openalex.org/W1901129140","https://openalex.org/W1970845988","https://openalex.org/W1987376992","https://openalex.org/W2019713574","https://openalex.org/W2039258526","https://openalex.org/W2074815938","https://openalex.org/W2091447156","https://openalex.org/W2124839591","https://openalex.org/W2139536430","https://openalex.org/W2156794162","https://openalex.org/W2177103651","https://openalex.org/W2402183840","https://openalex.org/W2738703051","https://openalex.org/W2790527868","https://openalex.org/W2900215136","https://openalex.org/W2909984649","https://openalex.org/W2919115771","https://openalex.org/W2946292188","https://openalex.org/W2972025301","https://openalex.org/W2979600871","https://openalex.org/W2985956813","https://openalex.org/W3017245509","https://openalex.org/W3080990465","https://openalex.org/W3132784030","https://openalex.org/W3137746274","https://openalex.org/W3155072588","https://openalex.org/W3158152196","https://openalex.org/W3173321780","https://openalex.org/W3190425880","https://openalex.org/W4205520547","https://openalex.org/W4213046562","https://openalex.org/W4214617173","https://openalex.org/W4220881159","https://openalex.org/W4231204432","https://openalex.org/W4281714782","https://openalex.org/W4289701401","https://openalex.org/W4308413782","https://openalex.org/W4309423193","https://openalex.org/W4313731077","https://openalex.org/W4319217638","https://openalex.org/W4319300230","https://openalex.org/W4319878912","https://openalex.org/W4320015554","https://openalex.org/W4353093470","https://openalex.org/W4376140309","https://openalex.org/W4390874965","https://openalex.org/W6790845798","https://openalex.org/W6794269193","https://openalex.org/W6845979860","https://openalex.org/W6849499721","https://openalex.org/W6892724207","https://openalex.org/W6931080291"],"related_works":["https://openalex.org/W2324615561","https://openalex.org/W2086120259","https://openalex.org/W2245170124","https://openalex.org/W2076393078","https://openalex.org/W3186982001","https://openalex.org/W2013329914","https://openalex.org/W2392383081","https://openalex.org/W1618102658","https://openalex.org/W4205376403","https://openalex.org/W2331410275"],"abstract_inverted_index":{"Real-time":[0],"reconstruction":[1,231],"of":[2,15,21,29,147,190],"ocean":[3,50],"surface":[4,69,160,229],"currents":[5,161],"is":[6],"a":[7,60,121,127,154,167,206],"challenge":[8],"due":[9],"to":[10,78,103,131,177,184],"the":[11,16,18,26,57,88,104,116,181,186,198],"complex,":[12],"non-linear":[13],"dynamics":[14],"ocean,":[17],"small":[19],"number":[20],"in":[22],"situ":[23],"measurements,":[24],"and":[25,139,166,218],"spatio-temporal":[27],"heterogeneity":[28],"satellite":[30,113,203],"altimetry":[31],"observations.":[32],"To":[33],"address":[34],"this":[35,171],"challenge,":[36],"we":[37,119,196],"introduce":[38],"HIRES-CURRENTS-Net,":[39],"an":[40],"operational":[41,63,188,234],"real-time":[42,187,227],"convolutional":[43],"neural":[44],"network":[45],"(CNN)":[46],"model":[47,73,130,135,168,192,200],"for":[48,226],"daily":[49],"current":[51,230],"reconstruction.":[52],"This":[53],"study":[54],"focuses":[55],"on":[56,136,170,201,213],"Mediterranean":[58],"Sea,":[59],"region":[61],"where":[62],"models":[64],"have":[65],"great":[66],"difficulty":[67],"predicting":[68],"currents.":[70],"Notably,":[71],"our":[72,133,191,221],"showcases":[74],"higher":[75],"accuracy":[76],"compared":[77],"commonly":[79],"used":[80],"alternative":[81],"methods.":[82],"HIRES-CURRENTS-Net":[83,212],"integrates":[84],"high-resolution":[85,128],"measurements":[86],"from":[87,112,216],"infrared":[89],"or":[90,98],"visible":[91],"spectrum\u2014high":[92],"resolution":[93],"Sea":[94,106],"Surface":[95,107],"Temperature":[96],"(SST)":[97],"chlorophyll":[99],"(CHL)":[100],"images\u2014in":[101],"addition":[102],"low-resolution":[105],"Height":[108],"(SSH)":[109],"maps":[110],"derived":[111],"altimeters.":[114],"In":[115,180],"first":[117],"stage,":[118,183],"apply":[120],"transfer":[122],"learning":[123],"method":[124],"which":[125],"uses":[126],"numerical":[129],"pre-train":[132],"CNN":[134,199],"simulated":[137],"SSH":[138],"SST":[140],"data":[141,172,204,215],"with":[142,158,232],"synthetic":[143],"clouds.":[144],"The":[145],"observation":[146],"System":[148],"Simulation":[149],"Experiments":[150],"(OSSEs)":[151],"offers":[152],"us":[153],"sufficient":[155],"training":[156],"dataset":[157],"reference":[159],"at":[162],"very":[163],"high":[164],"resolution,":[165],"trained":[169],"can":[173],"then":[174],"be":[175],"applied":[176],"real":[178,202,214],"data.":[179],"second":[182],"enhance":[185],"performance":[189],"over":[193],"previous":[194],"methods,":[195],"fine-tune":[197],"using":[205],"novel":[207],"pseudo-labeling":[208],"strategy.":[209],"We":[210],"validate":[211],"drifters":[217],"demonstrate":[219],"that":[220],"data-driven":[222],"approach":[223],"proves":[224],"effective":[225],"sea":[228],"potential":[233],"applications":[235],"such":[236],"as":[237],"ship":[238],"routing.":[239]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":4}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}