{"id":"https://openalex.org/W2972680100","doi":"https://doi.org/10.1109/igarss.2019.8898086","title":"Sea Surface Dynamics Reconstruction Using Neural Networks Based Kalman Filter","display_name":"Sea Surface Dynamics Reconstruction Using Neural Networks Based Kalman Filter","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2972680100","doi":"https://doi.org/10.1109/igarss.2019.8898086","mag":"2972680100"},"language":"en","primary_location":{"id":"doi:10.1109/igarss.2019.8898086","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2019.8898086","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://imt-atlantique.hal.science/hal-02285697","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/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"]},{"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"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Said Ouala","raw_affiliation_strings":["IMT Atlantique; Lab-STICC, Brest, France","IMT Atlantique","Lab-STICC, Brest, France"],"affiliations":[{"raw_affiliation_string":"IMT Atlantique; Lab-STICC, Brest, France","institution_ids":["https://openalex.org/I4210127572","https://openalex.org/I161929037","https://openalex.org/I4210123702"]},{"raw_affiliation_string":"IMT Atlantique","institution_ids":["https://openalex.org/I4210127572"]},{"raw_affiliation_string":"Lab-STICC, Brest, France","institution_ids":["https://openalex.org/I4210123702","https://openalex.org/I161929037"]}]},{"author_position":"middle","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","Lab-STICC, Brest, France","IMT Atlantique"],"affiliations":[{"raw_affiliation_string":"IMT Atlantique; Lab-STICC, Brest, France","institution_ids":["https://openalex.org/I4210127572","https://openalex.org/I161929037","https://openalex.org/I4210123702"]},{"raw_affiliation_string":"Lab-STICC, Brest, France","institution_ids":["https://openalex.org/I4210123702","https://openalex.org/I161929037"]},{"raw_affiliation_string":"IMT Atlantique","institution_ids":["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/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"]},{"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"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Cedric Herzet","raw_affiliation_strings":["IMT Atlantique; Lab-STICC, Brest, France","IMT Atlantique","Lab-STICC, Brest, France"],"affiliations":[{"raw_affiliation_string":"IMT Atlantique; Lab-STICC, Brest, France","institution_ids":["https://openalex.org/I4210127572","https://openalex.org/I161929037","https://openalex.org/I4210123702"]},{"raw_affiliation_string":"IMT Atlantique","institution_ids":["https://openalex.org/I4210127572"]},{"raw_affiliation_string":"Lab-STICC, Brest, France","institution_ids":["https://openalex.org/I4210123702","https://openalex.org/I161929037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046811680","display_name":"Lucas Drumetz","orcid":"https://orcid.org/0000-0003-3362-703X"},"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/I4210127572","display_name":"IMT Atlantique","ror":"https://ror.org/030hj3061","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210127572"]},{"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"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Lucas Drumetz","raw_affiliation_strings":["IMT Atlantique; Lab-STICC, Brest, France","IMT Atlantique","Lab-STICC, Brest, France"],"affiliations":[{"raw_affiliation_string":"IMT Atlantique; Lab-STICC, Brest, France","institution_ids":["https://openalex.org/I4210127572","https://openalex.org/I161929037","https://openalex.org/I4210123702"]},{"raw_affiliation_string":"IMT Atlantique","institution_ids":["https://openalex.org/I4210127572"]},{"raw_affiliation_string":"Lab-STICC, Brest, France","institution_ids":["https://openalex.org/I4210123702","https://openalex.org/I161929037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073132582","display_name":"Bertrand Chapron","orcid":"https://orcid.org/0000-0001-6088-8775"},"institutions":[{"id":"https://openalex.org/I154202486","display_name":"Ifremer","ror":"https://ror.org/044jxhp58","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154202486"]},{"id":"https://openalex.org/I4210134272","display_name":"Laboratory for Ocean Physics and Satellite Remote Sensing","ror":"https://ror.org/03rtw5049","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154202486","https://openalex.org/I2802818602","https://openalex.org/I4210090127","https://openalex.org/I4210131494","https://openalex.org/I4210134272","https://openalex.org/I4210148025","https://openalex.org/I4210166444","https://openalex.org/I4405260085"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Bertrand Chapron","raw_affiliation_strings":["Ifremer, LOPS, Brest, France"],"affiliations":[{"raw_affiliation_string":"Ifremer, LOPS, Brest, France","institution_ids":["https://openalex.org/I154202486","https://openalex.org/I4210134272"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070414404","display_name":"Ananda Pascual","orcid":"https://orcid.org/0000-0001-9476-9272"},"institutions":[{"id":"https://openalex.org/I4210116941","display_name":"Mediterranean Institute for Advanced Studies","ror":"https://ror.org/02e9dby02","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210116941","https://openalex.org/I50441567"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ananda Pascual","raw_affiliation_strings":["IMEDEA, UIB-CSIC, Esporles, Spain"],"affiliations":[{"raw_affiliation_string":"IMEDEA, UIB-CSIC, Esporles, Spain","institution_ids":["https://openalex.org/I4210116941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113845776","display_name":"Fabrice Collard","orcid":"https://orcid.org/0009-0008-3534-0511"},"institutions":[{"id":"https://openalex.org/I4210132604","display_name":"Centre Hospitalier R\u00e9gional Universitaire de Brest","ror":"https://ror.org/03evbwn87","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I154526488","https://openalex.org/I4210105774","https://openalex.org/I4210132604","https://openalex.org/I4210161065"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Fabrice Collard","raw_affiliation_strings":["ODL, Brest, France"],"affiliations":[{"raw_affiliation_string":"ODL, Brest, France","institution_ids":["https://openalex.org/I4210132604"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009759418","display_name":"Lucile Gaultier","orcid":"https://orcid.org/0000-0002-5061-1622"},"institutions":[{"id":"https://openalex.org/I4210132604","display_name":"Centre Hospitalier R\u00e9gional Universitaire de Brest","ror":"https://ror.org/03evbwn87","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I154526488","https://openalex.org/I4210105774","https://openalex.org/I4210132604","https://openalex.org/I4210161065"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Lucile Gaultier","raw_affiliation_strings":["ODL, Brest, France"],"affiliations":[{"raw_affiliation_string":"ODL, Brest, France","institution_ids":["https://openalex.org/I4210132604"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5030132191"],"corresponding_institution_ids":["https://openalex.org/I161929037","https://openalex.org/I4210123702","https://openalex.org/I4210127572"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.06326215,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"10059","last_page":"10062"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10466","display_name":"Meteorological Phenomena and Simulations","score":0.9975000023841858,"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"}},"topics":[{"id":"https://openalex.org/T10466","display_name":"Meteorological Phenomena and Simulations","score":0.9975000023841858,"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/T10255","display_name":"Oceanographic and Atmospheric Processes","score":0.9912999868392944,"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":0.9848999977111816,"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/kalman-filter","display_name":"Kalman filter","score":0.8548202514648438},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6965146064758301},{"id":"https://openalex.org/keywords/ensemble-kalman-filter","display_name":"Ensemble Kalman filter","score":0.617024838924408},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.5884279608726501},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5828657746315002},{"id":"https://openalex.org/keywords/fast-kalman-filter","display_name":"Fast Kalman filter","score":0.49478620290756226},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.4667865037918091},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.43816906213760376},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4102104902267456},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3761617839336395},{"id":"https://openalex.org/keywords/extended-kalman-filter","display_name":"Extended Kalman filter","score":0.3653348386287689},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3120574951171875},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.21114858984947205},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16057583689689636}],"concepts":[{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.8548202514648438},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6965146064758301},{"id":"https://openalex.org/C79334102","wikidata":"https://www.wikidata.org/wiki/Q3072268","display_name":"Ensemble Kalman filter","level":4,"score":0.617024838924408},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.5884279608726501},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5828657746315002},{"id":"https://openalex.org/C150679823","wikidata":"https://www.wikidata.org/wiki/Q5436946","display_name":"Fast Kalman filter","level":4,"score":0.49478620290756226},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.4667865037918091},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.43816906213760376},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4102104902267456},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3761617839336395},{"id":"https://openalex.org/C206833254","wikidata":"https://www.wikidata.org/wiki/Q5421817","display_name":"Extended Kalman filter","level":3,"score":0.3653348386287689},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3120574951171875},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.21114858984947205},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16057583689689636},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/igarss.2019.8898086","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2019.8898086","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-02285697v1","is_oa":true,"landing_page_url":"https://imt-atlantique.hal.science/hal-02285697","pdf_url":null,"source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IGARSS 2019 - International Geoscience and remote Sensing Symposium, Jul 2019, Yokohama, Japan. pp.1-5, &#x27E8;10.1109/IGARSS.2019.8898086&#x27E9;","raw_type":"Conference papers"},{"id":"pmh:oai:archimer.ifremer.fr:71617","is_oa":true,"landing_page_url":"https://archimer.ifremer.fr/doc/00604/71617/","pdf_url":null,"source":{"id":"https://openalex.org/S4377196267","display_name":"Institutional Archive of Ifremer (French Research Institute for Exploitation of the Sea)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I154202486","host_organization_name":"Ifremer","host_organization_lineage":["https://openalex.org/I154202486"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-02285697v1","is_oa":true,"landing_page_url":"https://imt-atlantique.hal.science/hal-02285697","pdf_url":null,"source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IGARSS 2019 - International Geoscience and remote Sensing Symposium, Jul 2019, Yokohama, Japan. pp.1-5, &#x27E8;10.1109/IGARSS.2019.8898086&#x27E9;","raw_type":"Conference papers"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/14","score":0.8199999928474426,"display_name":"Life below water"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1978648105","https://openalex.org/W2003069746","https://openalex.org/W2022685475","https://openalex.org/W2138513194","https://openalex.org/W2394948393","https://openalex.org/W2409841743","https://openalex.org/W2748401178","https://openalex.org/W2752748710","https://openalex.org/W4231204432","https://openalex.org/W4253789021"],"related_works":["https://openalex.org/W2182059946","https://openalex.org/W1580685205","https://openalex.org/W2320496747","https://openalex.org/W1488420340","https://openalex.org/W2525014937","https://openalex.org/W2164174227","https://openalex.org/W4206024512","https://openalex.org/W2119007379","https://openalex.org/W2130896823","https://openalex.org/W2103062922"],"abstract_inverted_index":{"In":[0],"this":[1],"work,":[2],"we":[3,31],"propose":[4],"an":[5],"alternative":[6],"to":[7,47],"the":[8,13,33,36,40,48],"Ensemble":[9],"Kalman":[10],"filter":[11],"through":[12],"implementation":[14],"of":[15,35,42],"a":[16,23],"neural":[17],"networks":[18],"filtering":[19],"scheme":[20],"based":[21],"on":[22],"parametric":[24],"stochastic":[25],"model.":[26],"From":[27],"our":[28],"numerical":[29],"experiment,":[30],"prove":[32],"relevance":[34],"proposed":[37],"architecture":[38],"in":[39],"reconstruction":[41],"geophysical":[43],"fields":[44],"with":[45],"respect":[46],"state-of-the-art":[49],"schemes.\\n":[50]},"counts_by_year":[],"updated_date":"2026-02-09T09:26:11.010843","created_date":"2025-10-10T00:00:00"}
