{"id":"https://openalex.org/W4392055253","doi":"https://doi.org/10.3389/frai.2024.1298283","title":"Estimating daily semantic segmentation maps of classified ocean eddies using sea level anomaly data from along-track altimetry","display_name":"Estimating daily semantic segmentation maps of classified ocean eddies using sea level anomaly data from along-track altimetry","publication_year":2024,"publication_date":"2024-02-22","ids":{"openalex":"https://openalex.org/W4392055253","doi":"https://doi.org/10.3389/frai.2024.1298283","pmid":"https://pubmed.ncbi.nlm.nih.gov/38455471"},"language":"en","primary_location":{"id":"doi:10.3389/frai.2024.1298283","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3389/frai.2024.1298283","pdf_url":"https://public-pages-files-2025.frontiersin.org/journals/artificial-intelligence/articles/10.3389/frai.2024.1298283/pdf","source":{"id":"https://openalex.org/S4210197006","display_name":"Frontiers in Artificial Intelligence","issn_l":"2624-8212","issn":["2624-8212"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://public-pages-files-2025.frontiersin.org/journals/artificial-intelligence/articles/10.3389/frai.2024.1298283/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021132199","display_name":"Eike Bolmer","orcid":null},"institutions":[{"id":"https://openalex.org/I135140700","display_name":"University of Bonn","ror":"https://ror.org/041nas322","country_code":"DE","type":"education","lineage":["https://openalex.org/I135140700"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Eike Bolmer","raw_affiliation_strings":["Remote Sensing Group, Institute of Geodesy and Geoinformation (IGG), University of Bonn, Bonn, Germany","Remote Sensing Group, Institute of Geodesy and Geoinformation (IGG), University of Bonn, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Remote Sensing Group, Institute of Geodesy and Geoinformation (IGG), University of Bonn, Bonn, Germany","institution_ids":["https://openalex.org/I135140700"]},{"raw_affiliation_string":"Remote Sensing Group, Institute of Geodesy and Geoinformation (IGG), University of Bonn, Germany","institution_ids":["https://openalex.org/I135140700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026009966","display_name":"Adili Abulaitijiang","orcid":"https://orcid.org/0000-0003-1449-2301"},"institutions":[{"id":"https://openalex.org/I135140700","display_name":"University of Bonn","ror":"https://ror.org/041nas322","country_code":"DE","type":"education","lineage":["https://openalex.org/I135140700"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Adili Abulaitijiang","raw_affiliation_strings":["Astronomical, Physical and Mathematical Geodesy (APMG) Group, Institute of Geodesy and Geoinformation (IGG), University of Bonn, Bonn, Germany","Astronomical, Physical and Mathematical Geodesy (APMG) Group, Institute of Geodesy and Geoinformation (IGG), University of Bonn, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Astronomical, Physical and Mathematical Geodesy (APMG) Group, Institute of Geodesy and Geoinformation (IGG), University of Bonn, Bonn, Germany","institution_ids":["https://openalex.org/I135140700"]},{"raw_affiliation_string":"Astronomical, Physical and Mathematical Geodesy (APMG) Group, Institute of Geodesy and Geoinformation (IGG), University of Bonn, Germany","institution_ids":["https://openalex.org/I135140700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060111105","display_name":"J\u00fcrgen Kusche","orcid":"https://orcid.org/0000-0001-7069-021X"},"institutions":[{"id":"https://openalex.org/I135140700","display_name":"University of Bonn","ror":"https://ror.org/041nas322","country_code":"DE","type":"education","lineage":["https://openalex.org/I135140700"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"J\u00fcrgen Kusche","raw_affiliation_strings":["Astronomical, Physical and Mathematical Geodesy (APMG) Group, Institute of Geodesy and Geoinformation (IGG), University of Bonn, Bonn, Germany","Astronomical, Physical and Mathematical Geodesy (APMG) Group, Institute of Geodesy and Geoinformation (IGG), University of Bonn, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Astronomical, Physical and Mathematical Geodesy (APMG) Group, Institute of Geodesy and Geoinformation (IGG), University of Bonn, Bonn, Germany","institution_ids":["https://openalex.org/I135140700"]},{"raw_affiliation_string":"Astronomical, Physical and Mathematical Geodesy (APMG) Group, Institute of Geodesy and Geoinformation (IGG), University of Bonn, Germany","institution_ids":["https://openalex.org/I135140700"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043510754","display_name":"Ribana Roscher","orcid":"https://orcid.org/0000-0003-0094-6210"},"institutions":[{"id":"https://openalex.org/I135140700","display_name":"University of Bonn","ror":"https://ror.org/041nas322","country_code":"DE","type":"education","lineage":["https://openalex.org/I135140700"]},{"id":"https://openalex.org/I171892758","display_name":"Forschungszentrum J\u00fclich","ror":"https://ror.org/02nv7yv05","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I171892758"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ribana Roscher","raw_affiliation_strings":["Forschungszentrum J\u00fclich, Institute for Bio- and Geosciences Plant Sciences (IBG-2), J\u00fclich, Germany","Remote Sensing Group, Institute of Geodesy and Geoinformation (IGG), University of Bonn, Bonn, Germany","Forschungszentrum J\u00fclich, Institute for Bio- and Geosciences Plant Sciences (IBG-2), Germany","Remote Sensing Group, Institute of Geodesy and Geoinformation (IGG), University of Bonn, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Forschungszentrum J\u00fclich, Institute for Bio- and Geosciences Plant Sciences (IBG-2), J\u00fclich, Germany","institution_ids":["https://openalex.org/I171892758"]},{"raw_affiliation_string":"Remote Sensing Group, Institute of Geodesy and Geoinformation (IGG), University of Bonn, Bonn, Germany","institution_ids":["https://openalex.org/I135140700"]},{"raw_affiliation_string":"Forschungszentrum J\u00fclich, Institute for Bio- and Geosciences Plant Sciences (IBG-2), Germany","institution_ids":["https://openalex.org/I171892758"]},{"raw_affiliation_string":"Remote Sensing Group, Institute of Geodesy and Geoinformation (IGG), University of Bonn, Germany","institution_ids":["https://openalex.org/I135140700"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5021132199"],"corresponding_institution_ids":["https://openalex.org/I135140700"],"apc_list":{"value":2125,"currency":"USD","value_usd":2125},"apc_paid":{"value":2125,"currency":"USD","value_usd":2125},"fwci":0.9123,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.67466122,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"7","issue":null,"first_page":"1298283","last_page":"1298283"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10255","display_name":"Oceanographic and Atmospheric Processes","score":0.9994999766349792,"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":0.9994999766349792,"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/T10032","display_name":"Marine and coastal ecosystems","score":0.9950000047683716,"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/T11061","display_name":"Ocean Waves and Remote Sensing","score":0.9948999881744385,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/altimeter","display_name":"Altimeter","score":0.613673210144043},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.5849654674530029},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5716944336891174},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.5186790227890015},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4863041341304779},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.45622143149375916},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.44460269808769226},{"id":"https://openalex.org/keywords/eddy","display_name":"Eddy","score":0.42958196997642517},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42497891187667847},{"id":"https://openalex.org/keywords/geodesy","display_name":"Geodesy","score":0.3617130219936371},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3475172519683838},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.29610002040863037},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.22855478525161743}],"concepts":[{"id":"https://openalex.org/C17534553","wikidata":"https://www.wikidata.org/wiki/Q216197","display_name":"Altimeter","level":2,"score":0.613673210144043},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.5849654674530029},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5716944336891174},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.5186790227890015},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4863041341304779},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.45622143149375916},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.44460269808769226},{"id":"https://openalex.org/C179065325","wikidata":"https://www.wikidata.org/wiki/Q994122","display_name":"Eddy","level":3,"score":0.42958196997642517},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42497891187667847},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.3617130219936371},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3475172519683838},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.29610002040863037},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.22855478525161743},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0},{"id":"https://openalex.org/C196558001","wikidata":"https://www.wikidata.org/wiki/Q190132","display_name":"Turbulence","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3389/frai.2024.1298283","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3389/frai.2024.1298283","pdf_url":"https://public-pages-files-2025.frontiersin.org/journals/artificial-intelligence/articles/10.3389/frai.2024.1298283/pdf","source":{"id":"https://openalex.org/S4210197006","display_name":"Frontiers in Artificial Intelligence","issn_l":"2624-8212","issn":["2624-8212"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence","raw_type":"journal-article"},{"id":"pmid:38455471","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38455471","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in artificial intelligence","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10917919","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10917919","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10917919/pdf/frai-07-1298283.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"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":"Front Artif Intell","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:f7491cdb033043d6ad0a906ad198acbd","is_oa":true,"landing_page_url":"https://doaj.org/article/f7491cdb033043d6ad0a906ad198acbd","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Frontiers in Artificial Intelligence, Vol 7 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3389/frai.2024.1298283","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3389/frai.2024.1298283","pdf_url":"https://public-pages-files-2025.frontiersin.org/journals/artificial-intelligence/articles/10.3389/frai.2024.1298283/pdf","source":{"id":"https://openalex.org/S4210197006","display_name":"Frontiers in Artificial Intelligence","issn_l":"2624-8212","issn":["2624-8212"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/14","display_name":"Life below water","score":0.8799999952316284}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392055253.pdf","grobid_xml":"https://content.openalex.org/works/W4392055253.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W2011981241","https://openalex.org/W2017647804","https://openalex.org/W2051620405","https://openalex.org/W2064675550","https://openalex.org/W2071965302","https://openalex.org/W2099753271","https://openalex.org/W2125563714","https://openalex.org/W2264432461","https://openalex.org/W2558923462","https://openalex.org/W2608054125","https://openalex.org/W2767793144","https://openalex.org/W2809765072","https://openalex.org/W2962740470","https://openalex.org/W2963316641","https://openalex.org/W2981830988","https://openalex.org/W3008823277","https://openalex.org/W3047855151","https://openalex.org/W3049006505","https://openalex.org/W3094502228","https://openalex.org/W3138516171","https://openalex.org/W4220891783","https://openalex.org/W4286488968","https://openalex.org/W4292451853","https://openalex.org/W4311505942","https://openalex.org/W4312819659","https://openalex.org/W4313318282","https://openalex.org/W4319878912","https://openalex.org/W4362519158","https://openalex.org/W4385245566","https://openalex.org/W4387805957","https://openalex.org/W6639824700","https://openalex.org/W6753441378","https://openalex.org/W6784333009"],"related_works":["https://openalex.org/W2806741695","https://openalex.org/W4290647774","https://openalex.org/W3189286258","https://openalex.org/W3207797160","https://openalex.org/W3210364259","https://openalex.org/W4300558037","https://openalex.org/W2912112202","https://openalex.org/W2667207928","https://openalex.org/W4377864969","https://openalex.org/W2972971679"],"abstract_inverted_index":{"Mesoscale":[0],"eddies,":[1],"which":[2,179,264],"are":[3,23,33,64],"fast-moving":[4],"rotating":[5],"water":[6,46],"bodies":[7],"in":[8],"the":[9,27,30,77,103,152,205,212],"ocean":[10],"with":[11,124,169,229,242,257],"horizontal":[12],"scales":[13],"ranging":[14],"from":[15,59,167,204,226],"10":[16],"km":[17,20],"to":[18,25,36,66,94,112,184,195,236],"100":[19],"and":[21,40,49,90,186,190,232,253,261],"above,":[22],"considered":[24,213],"be":[26,266],"weather":[28],"of":[29,34,105,118,154,161,201,208,223],"oceans.":[31],"They":[32],"interest":[35],"marine":[37],"biologists,":[38],"oceanographers,":[39],"geodesists":[41],"for":[42],"their":[43,87],"impact":[44],"on":[45,211],"mass,":[47],"heat,":[48],"nutrient":[50],"transport.":[51],"Typically,":[52],"gridded":[53],"sea":[54,71,108,130,246],"level":[55,72,109,131,247],"anomaly":[56,73,110,132,248],"maps":[57,74,117,222],"processed":[58,129],"multiple":[60],"radar":[61],"altimetry":[62],"missions":[63],"used":[65,238],"detect":[67],"eddies.":[68],"However,":[69],"multi-mission":[70],"obtained":[75],"by":[76],"operational":[78],"processors":[79],"have":[80,173],"a":[81,142,163,181,191,197,258],"lower":[82],"effective":[83],"spatiotemporal":[84,148,188],"resolution":[85],"than":[86,127],"grid":[88,133,249],"spacing":[89],"temporal":[91],"resolution,":[92],"leading":[93],"inaccurate":[95],"eddy":[96],"detection.":[97],"In":[98],"this":[99,138],"study,":[100],"we":[101,140],"investigate":[102],"use":[104],"higher-resolution":[106],"along-track":[107,155,227],"data":[111,168,228],"infer":[113,196],"daily":[114],"two-dimensional":[115,164,198,221],"segmentation":[116,165,199],"cyclonic,":[119],"anticyclonic,":[120],"or":[121],"non-eddy":[122],"areas":[123],"greater":[125],"accuracy":[126,231],"using":[128],"map":[134,166,200],"products.":[135],"To":[136],"tackle":[137],"challenge,":[139],"propose":[141],"deep":[143],"neural":[144],"network":[145,158],"that":[146,218,240],"uses":[147,180],"contextual":[149],"information":[150],"within":[151],"modality":[153],"data.":[156],"This":[157],"is":[159],"capable":[160],"producing":[162],"varying":[170,209],"sparsity.":[171],"We":[172,251],"developed":[174],"an":[175],"architecture":[176],"called":[177],"Teddy,":[178],"Transformer":[182],"module":[183],"encode":[185],"process":[187],"information,":[189],"sparsity":[192,210],"invariant":[193],"CNN":[194],"classified":[202,224],"eddies":[203,225],"ground":[206],"tracks":[207],"region.":[214],"Our":[215],"results":[216],"show":[217],"Teddy":[219],"creates":[220],"higher":[230],"timeliness":[233],"when":[234],"compared":[235],"commonly":[237],"methods":[239],"work":[241],"less":[243],"accurate":[244],"preprocessed":[245],"maps.":[250],"train":[252],"test":[254],"our":[255],"method":[256],"carefully":[259],"curated":[260],"independent":[262],"dataset,":[263],"can":[265],"made":[267],"available":[268],"upon":[269],"request.":[270]},"counts_by_year":[{"year":2026,"cited_by_count":3}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}
