{"id":"https://openalex.org/W2806331482","doi":"https://doi.org/10.1109/igarss.2018.8519345","title":"Sea Surface Temperature Prediction and Reconstruction Using Patch-Level Neural Network Representations","display_name":"Sea Surface Temperature Prediction and Reconstruction Using Patch-Level Neural Network Representations","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2806331482","doi":"https://doi.org/10.1109/igarss.2018.8519345","mag":"2806331482"},"language":"en","primary_location":{"id":"doi:10.1109/igarss.2018.8519345","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2018.8519345","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1806.00144","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030132191","display_name":"Said Ouala","orcid":"https://orcid.org/0000-0003-0554-3971"},"institutions":[{"id":"https://openalex.org/I161929037","display_name":"Universit\u00e9 de Bretagne Occidentale","ror":"https://ror.org/01b8h3982","country_code":"FR","type":"education","lineage":["https://openalex.org/I161929037"]},{"id":"https://openalex.org/I4210123702","display_name":"Laboratoire des Sciences et Techniques de l\u2019Information de la Communication et de la Connaissance","ror":"https://ror.org/0266kfd37","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I180375564","https://openalex.org/I201181511","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I4210123702","https://openalex.org/I4210127572","https://openalex.org/I4210145102","https://openalex.org/I4210148559","https://openalex.org/I4210159245","https://openalex.org/I4405260085"]},{"id":"https://openalex.org/I4210127572","display_name":"IMT Atlantique","ror":"https://ror.org/030hj3061","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210127572"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Said Ouala","raw_affiliation_strings":["IMT Atlantique, Lab-STICC, Brest, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMT Atlantique, Lab-STICC, Brest, France","institution_ids":["https://openalex.org/I161929037","https://openalex.org/I4210123702","https://openalex.org/I4210127572"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063342552","display_name":"C\u00e9dric Herzet","orcid":"https://orcid.org/0000-0003-3039-2669"},"institutions":[{"id":"https://openalex.org/I161929037","display_name":"Universit\u00e9 de Bretagne Occidentale","ror":"https://ror.org/01b8h3982","country_code":"FR","type":"education","lineage":["https://openalex.org/I161929037"]},{"id":"https://openalex.org/I4210123702","display_name":"Laboratoire des Sciences et Techniques de l\u2019Information de la Communication et de la Connaissance","ror":"https://ror.org/0266kfd37","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I180375564","https://openalex.org/I201181511","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I4210123702","https://openalex.org/I4210127572","https://openalex.org/I4210145102","https://openalex.org/I4210148559","https://openalex.org/I4210159245","https://openalex.org/I4405260085"]},{"id":"https://openalex.org/I4210127572","display_name":"IMT Atlantique","ror":"https://ror.org/030hj3061","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210127572"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Cedric Herzet","raw_affiliation_strings":["IMT Atlantique, Lab-STICC, Brest, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMT Atlantique, Lab-STICC, Brest, France","institution_ids":["https://openalex.org/I161929037","https://openalex.org/I4210123702","https://openalex.org/I4210127572"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075497720","display_name":"Ronan Fablet","orcid":"https://orcid.org/0000-0002-6462-423X"},"institutions":[{"id":"https://openalex.org/I161929037","display_name":"Universit\u00e9 de Bretagne Occidentale","ror":"https://ror.org/01b8h3982","country_code":"FR","type":"education","lineage":["https://openalex.org/I161929037"]},{"id":"https://openalex.org/I4210123702","display_name":"Laboratoire des Sciences et Techniques de l\u2019Information de la Communication et de la Connaissance","ror":"https://ror.org/0266kfd37","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I180375564","https://openalex.org/I201181511","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I4210123702","https://openalex.org/I4210127572","https://openalex.org/I4210145102","https://openalex.org/I4210148559","https://openalex.org/I4210159245","https://openalex.org/I4405260085"]},{"id":"https://openalex.org/I4210127572","display_name":"IMT Atlantique","ror":"https://ror.org/030hj3061","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210127572"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Ronan Fablet","raw_affiliation_strings":["IMT Atlantique, Lab-STICC, Brest, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMT Atlantique, Lab-STICC, Brest, France","institution_ids":["https://openalex.org/I161929037","https://openalex.org/I4210123702","https://openalex.org/I4210127572"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.8215,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.93462328,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"5628","last_page":"5631"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10255","display_name":"Oceanographic and Atmospheric Processes","score":0.9958999752998352,"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":0.9958999752998352,"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":0.9934999942779541,"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/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.670767068862915},{"id":"https://openalex.org/keywords/data-assimilation","display_name":"Data assimilation","score":0.662301778793335},{"id":"https://openalex.org/keywords/interpolation","display_name":"Interpolation (computer graphics)","score":0.6066864132881165},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5978626608848572},{"id":"https://openalex.org/keywords/bilinear-interpolation","display_name":"Bilinear interpolation","score":0.5927971005439758},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.5787032842636108},{"id":"https://openalex.org/keywords/sea-surface-temperature","display_name":"Sea surface temperature","score":0.5498011112213135},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.5377163887023926},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.4690191149711609},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.4406547248363495},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.37104493379592896},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3571472465991974},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3070797324180603},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3061547875404358},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2739805579185486},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.25588658452033997},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.21637335419654846},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.09704986214637756}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.670767068862915},{"id":"https://openalex.org/C24552861","wikidata":"https://www.wikidata.org/wiki/Q2670177","display_name":"Data assimilation","level":2,"score":0.662301778793335},{"id":"https://openalex.org/C137800194","wikidata":"https://www.wikidata.org/wiki/Q11713455","display_name":"Interpolation (computer graphics)","level":3,"score":0.6066864132881165},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5978626608848572},{"id":"https://openalex.org/C205203396","wikidata":"https://www.wikidata.org/wiki/Q612143","display_name":"Bilinear interpolation","level":2,"score":0.5927971005439758},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.5787032842636108},{"id":"https://openalex.org/C134097258","wikidata":"https://www.wikidata.org/wiki/Q1507383","display_name":"Sea surface temperature","level":2,"score":0.5498011112213135},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.5377163887023926},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.4690191149711609},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.4406547248363495},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.37104493379592896},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3571472465991974},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3070797324180603},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3061547875404358},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2739805579185486},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.25588658452033997},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.21637335419654846},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.09704986214637756},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/igarss.2018.8519345","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2018.8519345","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1806.00144","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1806.00144","pdf_url":"https://arxiv.org/pdf/1806.00144","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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:2806331482","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1806.00144","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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-01883209v1","is_oa":false,"landing_page_url":"https://imt-atlantique.hal.science/hal-01883209","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IGARSS 2018 : IEEE International Geoscience and Remote Sensing Symposium, Jul 2018, Valence, Spain. pp.1-4, &#x27E8;10.1109/IGARSS.2018.8519345&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"doi:10.48550/arxiv.1806.00144","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1806.00144","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1806.00144","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1806.00144","pdf_url":"https://arxiv.org/pdf/1806.00144","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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"},"sustainable_development_goals":[{"score":0.8600000143051147,"id":"https://metadata.un.org/sdg/14","display_name":"Life below water"}],"awards":[{"id":"https://openalex.org/G3597637701","display_name":"Centre de Math\u00e9matiques Henri Lebesgue : fondements, interactions, applications et Formation","funder_award_id":"ANR-11-LABX-0020","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G8430187354","display_name":"Advanced geophysical reduced-order model construction from image observations","funder_award_id":"ANR-13-JS03-0002","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"},{"id":"https://openalex.org/F4320321519","display_name":"Centre National d\u2019Etudes Spatiales","ror":"https://ror.org/04h1h0y33"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2806331482.pdf","grobid_xml":"https://content.openalex.org/works/W2806331482.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1798648676","https://openalex.org/W1966396962","https://openalex.org/W1978648105","https://openalex.org/W1999082446","https://openalex.org/W2036635632","https://openalex.org/W2128954412","https://openalex.org/W2154036096","https://openalex.org/W2239232218","https://openalex.org/W2748401178","https://openalex.org/W2752748710","https://openalex.org/W2767058493","https://openalex.org/W2807610638","https://openalex.org/W4231204432","https://openalex.org/W6638270693","https://openalex.org/W6746635490"],"related_works":["https://openalex.org/W2963645604","https://openalex.org/W3198690875","https://openalex.org/W2789365730","https://openalex.org/W2752748710","https://openalex.org/W3019175189","https://openalex.org/W3162258555","https://openalex.org/W2611098864","https://openalex.org/W3137153214","https://openalex.org/W3035423835","https://openalex.org/W3106189942","https://openalex.org/W3099724835","https://openalex.org/W2161145280","https://openalex.org/W3164858916","https://openalex.org/W3092702234","https://openalex.org/W2559850851","https://openalex.org/W2945471725","https://openalex.org/W3154123501","https://openalex.org/W2167251922","https://openalex.org/W2067392430","https://openalex.org/W3148366207"],"abstract_inverted_index":{"The":[0],"forecasting":[1,65,119],"and":[2,6,28,37,66,93,120],"reconstruction":[3],"of":[4,47,68,118],"ocean":[5,96],"atmosphere":[7],"dynamics":[8],"from":[9,33,71],"satellite":[10],"observation":[11,36],"time":[12,85],"series":[13,86],"are":[14],"key":[15],"challenges.":[16],"While":[17],"model-driven":[18],"representations":[19,25,107],"remain":[20],"the":[21,45,64,103],"classic":[22],"approaches,":[23],"data-driven":[24,110],"become":[26],"more":[27,29],"appealing":[30],"to":[31],"benefit":[32],"available":[34],"large-scale":[35],"simulation":[38],"datasets.":[39],"In":[40],"this":[41],"work":[42],"we":[43,79],"investigate":[44],"relevance":[46],"recently":[48],"introduced":[49],"bilinear":[50],"residual":[51],"neural":[52],"network":[53],"representations,":[54],"which":[55,90],"mimic":[56],"numerical":[57,99],"integration":[58],"schemes":[59],"such":[60],"as":[61],"Runge-Kutta,":[62],"for":[63],"assimilation":[67],"geophysical":[69],"fields":[70],"satellite-derived":[72,81],"remote":[73],"sensing":[74],"data.":[75],"As":[76],"a":[77],"case-study,":[78],"consider":[80],"Sea":[82],"Surface":[83],"Temperature":[84],"off":[87],"South":[88],"Africa,":[89],"involves":[91],"intense":[92],"complex":[94],"upper":[95],"dynamics.":[97],"Our":[98],"experiments":[100],"demonstrate":[101],"that":[102],"proposed":[104],"patch-level":[105],"neural-network-based":[106],"outperform":[108],"other":[109],"models,":[111],"including":[112],"analog":[113],"schemes,":[114],"both":[115],"in":[116],"terms":[117],"missing":[121],"data":[122],"interpolation.":[123]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-08-18T07:49:30.821534","created_date":"2025-10-10T00:00:00"}
