{"id":"https://openalex.org/W3154113961","doi":"https://doi.org/10.3390/rs13081445","title":"Inversion of Phytoplankton Pigment Vertical Profiles from Satellite Data Using Machine Learning","display_name":"Inversion of Phytoplankton Pigment Vertical Profiles from Satellite Data Using Machine Learning","publication_year":2021,"publication_date":"2021-04-08","ids":{"openalex":"https://openalex.org/W3154113961","doi":"https://doi.org/10.3390/rs13081445","mag":"3154113961"},"language":"en","primary_location":{"id":"doi:10.3390/rs13081445","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13081445","pdf_url":"https://www.mdpi.com/2072-4292/13/8/1445/pdf","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/2072-4292/13/8/1445/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030657601","display_name":"Agathe Puissant","orcid":"https://orcid.org/0000-0002-8206-9006"},"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/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210154188","display_name":"Laboratoire d'Oc\u00e9anographie et du Climat : Exp\u00e9rimentations et Approches Num\u00e9riques","ror":"https://ror.org/05j3atf73","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I39804081","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210113730","https://openalex.org/I4210123595","https://openalex.org/I4210131494","https://openalex.org/I4210148025","https://openalex.org/I4210154188","https://openalex.org/I4210166444","https://openalex.org/I4405257220"]},{"id":"https://openalex.org/I4210166444","display_name":"Institut de Recherche pour le D\u00e9veloppement","ror":"https://ror.org/05q3vnk25","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210166444","https://openalex.org/I4405257220"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Agathe Puissant","raw_affiliation_strings":["Laboratoire d\u2019Oc\u00e9anographie et du Climat Exp\u00e9rimentations et Approches Num\u00e9riques (LOCEAN), Sorbonne Universit\u00e9, CNRS, IRD, MNHN, 75005 Paris, France"],"affiliations":[{"raw_affiliation_string":"Laboratoire d\u2019Oc\u00e9anographie et du Climat Exp\u00e9rimentations et Approches Num\u00e9riques (LOCEAN), Sorbonne Universit\u00e9, CNRS, IRD, MNHN, 75005 Paris, France","institution_ids":["https://openalex.org/I39804081","https://openalex.org/I4210154188","https://openalex.org/I4210166444","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079322740","display_name":"Roy El Hourany","orcid":"https://orcid.org/0000-0002-6454-1645"},"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/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I2746051580","display_name":"Universit\u00e9 Paris Sciences et Lettres","ror":"https://ror.org/013cjyk83","country_code":"FR","type":"education","lineage":["https://openalex.org/I2746051580"]},{"id":"https://openalex.org/I29607241","display_name":"\u00c9cole Normale Sup\u00e9rieure - PSL","ror":"https://ror.org/05a0dhs15","country_code":"FR","type":"other","lineage":["https://openalex.org/I2746051580","https://openalex.org/I29607241"]},{"id":"https://openalex.org/I4210129409","display_name":"Institut de Biologie de l'\u00c9cole Normale Sup\u00e9rieure","ror":"https://ror.org/03mxktp47","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I2746051580","https://openalex.org/I29607241","https://openalex.org/I4210096427","https://openalex.org/I4210129409"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Roy El Hourany","raw_affiliation_strings":["Institut de Biologie de l\u2019\u00c9cole Normale Sup\u00e9rieure (IBENS), \u00c9cole Normale Sup\u00e9rieure, CNRS, INSERM, PSL Universit\u00e9, 75005 Paris, France"],"affiliations":[{"raw_affiliation_string":"Institut de Biologie de l\u2019\u00c9cole Normale Sup\u00e9rieure (IBENS), \u00c9cole Normale Sup\u00e9rieure, CNRS, INSERM, PSL Universit\u00e9, 75005 Paris, France","institution_ids":["https://openalex.org/I4210129409","https://openalex.org/I1294671590","https://openalex.org/I29607241","https://openalex.org/I154526488","https://openalex.org/I2746051580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072167294","display_name":"Anastase Charantonis","orcid":"https://orcid.org/0000-0003-4953-2684"},"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/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210097372","display_name":"\u00c9cole Nationale Sup\u00e9rieure d\u2019Informatique pour l\u2019Industrie et l\u2019Entreprise","ror":"https://ror.org/00tx98v53","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210097372"]},{"id":"https://openalex.org/I4210154188","display_name":"Laboratoire d'Oc\u00e9anographie et du Climat : Exp\u00e9rimentations et Approches Num\u00e9riques","ror":"https://ror.org/05j3atf73","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I39804081","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210113730","https://openalex.org/I4210123595","https://openalex.org/I4210131494","https://openalex.org/I4210148025","https://openalex.org/I4210154188","https://openalex.org/I4210166444","https://openalex.org/I4405257220"]},{"id":"https://openalex.org/I4210166444","display_name":"Institut de Recherche pour le D\u00e9veloppement","ror":"https://ror.org/05q3vnk25","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210166444","https://openalex.org/I4405257220"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Anastase Alexandre Charantonis","raw_affiliation_strings":["Laboratoire d\u2019Oc\u00e9anographie et du Climat Exp\u00e9rimentations et Approches Num\u00e9riques (LOCEAN), Sorbonne Universit\u00e9, CNRS, IRD, MNHN, 75005 Paris, France","\u00c9cole Nationale Sup\u00e9rieure d\u2019Informatique pour l\u2019Industrie et l\u2019Entreprise (ENSIIE), 91000 \u00c9vry, France"],"affiliations":[{"raw_affiliation_string":"Laboratoire d\u2019Oc\u00e9anographie et du Climat Exp\u00e9rimentations et Approches Num\u00e9riques (LOCEAN), Sorbonne Universit\u00e9, CNRS, IRD, MNHN, 75005 Paris, France","institution_ids":["https://openalex.org/I39804081","https://openalex.org/I4210154188","https://openalex.org/I4210166444","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"\u00c9cole Nationale Sup\u00e9rieure d\u2019Informatique pour l\u2019Industrie et l\u2019Entreprise (ENSIIE), 91000 \u00c9vry, France","institution_ids":["https://openalex.org/I4210097372"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032942685","display_name":"Chris Bowler","orcid":"https://orcid.org/0000-0003-3835-6187"},"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/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I2746051580","display_name":"Universit\u00e9 Paris Sciences et Lettres","ror":"https://ror.org/013cjyk83","country_code":"FR","type":"education","lineage":["https://openalex.org/I2746051580"]},{"id":"https://openalex.org/I29607241","display_name":"\u00c9cole Normale Sup\u00e9rieure - PSL","ror":"https://ror.org/05a0dhs15","country_code":"FR","type":"other","lineage":["https://openalex.org/I2746051580","https://openalex.org/I29607241"]},{"id":"https://openalex.org/I4210129409","display_name":"Institut de Biologie de l'\u00c9cole Normale Sup\u00e9rieure","ror":"https://ror.org/03mxktp47","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I2746051580","https://openalex.org/I29607241","https://openalex.org/I4210096427","https://openalex.org/I4210129409"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Chris Bowler","raw_affiliation_strings":["Institut de Biologie de l\u2019\u00c9cole Normale Sup\u00e9rieure (IBENS), \u00c9cole Normale Sup\u00e9rieure, CNRS, INSERM, PSL Universit\u00e9, 75005 Paris, France"],"affiliations":[{"raw_affiliation_string":"Institut de Biologie de l\u2019\u00c9cole Normale Sup\u00e9rieure (IBENS), \u00c9cole Normale Sup\u00e9rieure, CNRS, INSERM, PSL Universit\u00e9, 75005 Paris, France","institution_ids":["https://openalex.org/I4210129409","https://openalex.org/I1294671590","https://openalex.org/I29607241","https://openalex.org/I154526488","https://openalex.org/I2746051580"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042022387","display_name":"Sylvie Thiria","orcid":"https://orcid.org/0000-0002-2016-4040"},"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/I195731000","display_name":"Universit\u00e9 de Versailles Saint-Quentin-en-Yvelines","ror":"https://ror.org/03mkjjy25","country_code":"FR","type":"education","lineage":["https://openalex.org/I195731000","https://openalex.org/I277688954"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210154188","display_name":"Laboratoire d'Oc\u00e9anographie et du Climat : Exp\u00e9rimentations et Approches Num\u00e9riques","ror":"https://ror.org/05j3atf73","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I39804081","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210113730","https://openalex.org/I4210123595","https://openalex.org/I4210131494","https://openalex.org/I4210148025","https://openalex.org/I4210154188","https://openalex.org/I4210166444","https://openalex.org/I4405257220"]},{"id":"https://openalex.org/I4210166444","display_name":"Institut de Recherche pour le D\u00e9veloppement","ror":"https://ror.org/05q3vnk25","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210166444","https://openalex.org/I4405257220"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Sylvie Thiria","raw_affiliation_strings":["Laboratoire d\u2019Oc\u00e9anographie et du Climat Exp\u00e9rimentations et Approches Num\u00e9riques (LOCEAN), Sorbonne Universit\u00e9, CNRS, IRD, MNHN, 75005 Paris, France","Observatoire de Versailles Saint-Quentin-en-Yvelins (OVSQ), Versailles Saint-Quentin-en-Yvelines University, 78280 Guyancourt, France"],"affiliations":[{"raw_affiliation_string":"Laboratoire d\u2019Oc\u00e9anographie et du Climat Exp\u00e9rimentations et Approches Num\u00e9riques (LOCEAN), Sorbonne Universit\u00e9, CNRS, IRD, MNHN, 75005 Paris, France","institution_ids":["https://openalex.org/I39804081","https://openalex.org/I4210154188","https://openalex.org/I4210166444","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"Observatoire de Versailles Saint-Quentin-en-Yvelins (OVSQ), Versailles Saint-Quentin-en-Yvelines University, 78280 Guyancourt, France","institution_ids":["https://openalex.org/I195731000"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5079322740"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I2746051580","https://openalex.org/I29607241","https://openalex.org/I4210129409"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2164,"currency":"EUR","value_usd":2333},"fwci":2.0958,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.85299282,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"13","issue":"8","first_page":"1445","last_page":"1445"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10032","display_name":"Marine and coastal ecosystems","score":0.9986000061035156,"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/T10032","display_name":"Marine and coastal ecosystems","score":0.9986000061035156,"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/T10765","display_name":"Marine Biology and Ecology Research","score":0.977400004863739,"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/T10230","display_name":"Marine and fisheries research","score":0.96670001745224,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/phytoplankton","display_name":"Phytoplankton","score":0.7366894483566284},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6372475624084473},{"id":"https://openalex.org/keywords/smoothing","display_name":"Smoothing","score":0.6107761263847351},{"id":"https://openalex.org/keywords/inversion","display_name":"Inversion (geology)","score":0.5307179689407349},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.5132725238800049},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.4990866184234619},{"id":"https://openalex.org/keywords/water-column","display_name":"Water column","score":0.46919959783554077},{"id":"https://openalex.org/keywords/tec","display_name":"TEC","score":0.41976478695869446},{"id":"https://openalex.org/keywords/ocean-color","display_name":"Ocean color","score":0.41325050592422485},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.38522106409072876},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.3402000069618225},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.32396864891052246},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.3009680509567261},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18866124749183655},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.09555062651634216},{"id":"https://openalex.org/keywords/geophysics","display_name":"Geophysics","score":0.09174776077270508}],"concepts":[{"id":"https://openalex.org/C2780892065","wikidata":"https://www.wikidata.org/wiki/Q184755","display_name":"Phytoplankton","level":3,"score":0.7366894483566284},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6372475624084473},{"id":"https://openalex.org/C3770464","wikidata":"https://www.wikidata.org/wiki/Q775963","display_name":"Smoothing","level":2,"score":0.6107761263847351},{"id":"https://openalex.org/C1893757","wikidata":"https://www.wikidata.org/wiki/Q3653001","display_name":"Inversion (geology)","level":3,"score":0.5307179689407349},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.5132725238800049},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.4990866184234619},{"id":"https://openalex.org/C122846477","wikidata":"https://www.wikidata.org/wiki/Q1395805","display_name":"Water column","level":2,"score":0.46919959783554077},{"id":"https://openalex.org/C176379880","wikidata":"https://www.wikidata.org/wiki/Q18031939","display_name":"TEC","level":3,"score":0.41976478695869446},{"id":"https://openalex.org/C2776939893","wikidata":"https://www.wikidata.org/wiki/Q7076134","display_name":"Ocean color","level":3,"score":0.41325050592422485},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.38522106409072876},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.3402000069618225},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.32396864891052246},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.3009680509567261},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18866124749183655},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.09555062651634216},{"id":"https://openalex.org/C8058405","wikidata":"https://www.wikidata.org/wiki/Q46255","display_name":"Geophysics","level":1,"score":0.09174776077270508},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C142796444","wikidata":"https://www.wikidata.org/wiki/Q181394","display_name":"Nutrient","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C109007969","wikidata":"https://www.wikidata.org/wiki/Q749565","display_name":"Structural basin","level":2,"score":0.0},{"id":"https://openalex.org/C116403925","wikidata":"https://www.wikidata.org/wiki/Q162219","display_name":"Ionosphere","level":2,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.3390/rs13081445","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13081445","pdf_url":"https://www.mdpi.com/2072-4292/13/8/1445/pdf","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:hal-03218439v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03218439","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, 2021, 13 (8), pp.1445. &#x27E8;10.3390/rs13081445&#x27E9;","raw_type":"Journal articles"},{"id":"pmh:oai:archimer.ifremer.fr:80980","is_oa":true,"landing_page_url":"https://archimer.ifremer.fr/doc/00698/80980/","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":"Remote Sensing (2072-4292) (MDPI AG), 2021-04 , Vol. 13 , N. 8 , P. 1445 (19p.)","raw_type":"text"},{"id":"pmh:oai:doaj.org/article:70412a3292a5469983202bd050a3d2d1","is_oa":true,"landing_page_url":"https://doaj.org/article/70412a3292a5469983202bd050a3d2d1","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 13, Iss 8, p 1445 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/13/8/1445/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs13081445","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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; Volume 13; Issue 8; Pages: 1445","raw_type":"Text"},{"id":"pmh:oai:oskar-bordeaux.fr:20.500.12278/31236","is_oa":false,"landing_page_url":"https://oskar-bordeaux.fr/handle/20.500.12278/31236","pdf_url":null,"source":{"id":"https://openalex.org/S4306402569","display_name":"Oskar-Bordeaux (Universite de Bordeaux)","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article de revue"}],"best_oa_location":{"id":"doi:10.3390/rs13081445","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs13081445","pdf_url":"https://www.mdpi.com/2072-4292/13/8/1445/pdf","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","score":0.7400000095367432,"display_name":"Life below water"}],"awards":[{"id":"https://openalex.org/G1676226577","display_name":null,"funder_award_id":"ANR-11-IDEX-0004-17-EURE-0006","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"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3154113961.pdf","grobid_xml":"https://content.openalex.org/works/W3154113961.grobid-xml"},"referenced_works_count":61,"referenced_works":["https://openalex.org/W117659776","https://openalex.org/W121971411","https://openalex.org/W1503832382","https://openalex.org/W1507924297","https://openalex.org/W1551921799","https://openalex.org/W1920010643","https://openalex.org/W1979058049","https://openalex.org/W1988040809","https://openalex.org/W2003146271","https://openalex.org/W2005466850","https://openalex.org/W2013849888","https://openalex.org/W2014012078","https://openalex.org/W2022748821","https://openalex.org/W2029222794","https://openalex.org/W2032123519","https://openalex.org/W2032636012","https://openalex.org/W2037471737","https://openalex.org/W2038651422","https://openalex.org/W2038720636","https://openalex.org/W2040366534","https://openalex.org/W2078184976","https://openalex.org/W2079305672","https://openalex.org/W2079810998","https://openalex.org/W2081090588","https://openalex.org/W2082978693","https://openalex.org/W2083520894","https://openalex.org/W2086305222","https://openalex.org/W2101270983","https://openalex.org/W2104772212","https://openalex.org/W2109050306","https://openalex.org/W2128207194","https://openalex.org/W2130927244","https://openalex.org/W2135092834","https://openalex.org/W2140585004","https://openalex.org/W2141515878","https://openalex.org/W2145190514","https://openalex.org/W2146707661","https://openalex.org/W2155923306","https://openalex.org/W2163330578","https://openalex.org/W2165407793","https://openalex.org/W2165571836","https://openalex.org/W2397066155","https://openalex.org/W2488406825","https://openalex.org/W2492646666","https://openalex.org/W2584321617","https://openalex.org/W2594738842","https://openalex.org/W2613510805","https://openalex.org/W2739166053","https://openalex.org/W2897980105","https://openalex.org/W2913323966","https://openalex.org/W2914377344","https://openalex.org/W2922146544","https://openalex.org/W2944100536","https://openalex.org/W2952982270","https://openalex.org/W2964836443","https://openalex.org/W2979754064","https://openalex.org/W3017427905","https://openalex.org/W3040588293","https://openalex.org/W3112813418","https://openalex.org/W6640122379","https://openalex.org/W6732406505"],"related_works":["https://openalex.org/W4320519862","https://openalex.org/W2352870767","https://openalex.org/W4320519888","https://openalex.org/W2373034664","https://openalex.org/W2389876445","https://openalex.org/W4320911913","https://openalex.org/W3049374486","https://openalex.org/W2971982457","https://openalex.org/W1608529797","https://openalex.org/W1992021183"],"abstract_inverted_index":{"Observing":[0],"the":[1,7,14,17,25,28,50,83,97,112,125,131,160,167],"vertical":[2,51,84,113,144,161],"dynamic":[3],"of":[4,16,27,53,115,146,163],"phytoplankton":[5,54,116,164],"in":[6,166],"water":[8],"column":[9],"is":[10,33],"essential":[11],"to":[12,48,95,110,158],"understand":[13],"evolution":[15],"ocean":[18],"primary":[19],"productivity":[20],"under":[21],"climate":[22],"change":[23],"and":[24,68,81,122,128,142],"efficiency":[26],"CO2":[29],"biological":[30],"pump.":[31],"This":[32],"usually":[34],"made":[35],"through":[36,75,86],"in-situ":[37],"measurements.":[38],"In":[39],"this":[40],"paper,":[41],"we":[42,90],"propose":[43],"a":[44,65,92],"machine":[45],"learning":[46],"methodology":[47,119],"infer":[49],"distribution":[52,162],"pigments":[55],"from":[56],"surface":[57],"satellite":[58,101],"observations,":[59],"allowing":[60],"their":[61],"global":[62,168],"estimation":[63],"with":[64,100],"high":[66],"spatial":[67],"temporal":[69],"resolution.":[70],"After":[71],"imputing":[72],"missing":[73],"values":[74],"iterative":[76],"completion":[77],"Self-Organizing":[78,93],"Maps,":[79],"smoothing":[80],"reducing":[82],"distributions":[85],"principal":[87],"component":[88],"analysis,":[89],"used":[91,109],"Map":[94],"cluster":[96],"reduced":[98],"profiles":[99,114,145],"observations.":[102],"These":[103],"referent":[104],"vector":[105],"clusters":[106],"were":[107],"then":[108],"invert":[111],"pigments.":[117],"The":[118,135],"was":[120],"trained":[121],"validated":[123],"on":[124,130,150],"MAREDAT":[126],"dataset":[127],"tested":[129],"Tara":[132],"Oceans":[133],"dataset.":[134],"different":[136],"regression":[137],"coefficients":[138],"R2":[139],"between":[140],"observed":[141],"estimated":[143],"pigment":[147],"concentration":[148],"are,":[149],"average,":[151],"greater":[152],"than":[153],"0.7.":[154],"We":[155],"could":[156],"expect":[157],"monitor":[159],"types":[165],"ocean.":[169]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":5}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2021-04-26T00:00:00"}
