{"id":"https://openalex.org/W2268448246","doi":"https://doi.org/10.1155/2016/6156513","title":"Neural Networks Technique for Filling Gaps in Satellite Measurements: Application to Ocean Color Observations","display_name":"Neural Networks Technique for Filling Gaps in Satellite Measurements: Application to Ocean Color Observations","publication_year":2015,"publication_date":"2015-12-27","ids":{"openalex":"https://openalex.org/W2268448246","doi":"https://doi.org/10.1155/2016/6156513","mag":"2268448246","pmid":"https://pubmed.ncbi.nlm.nih.gov/26819586"},"language":"en","primary_location":{"id":"doi:10.1155/2016/6156513","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2016/6156513","pdf_url":"http://downloads.hindawi.com/journals/cin/2016/6156513.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"http://downloads.hindawi.com/journals/cin/2016/6156513.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016699173","display_name":"Vladimir M. Krasnopolsky","orcid":"https://orcid.org/0000-0003-0848-4161"},"institutions":[{"id":"https://openalex.org/I4210093799","display_name":"NOAA National Centers for Environmental Prediction","ror":"https://ror.org/00ndyev54","country_code":"US","type":"government","lineage":["https://openalex.org/I1308126019","https://openalex.org/I1343035065","https://openalex.org/I1343035065","https://openalex.org/I4210093799","https://openalex.org/I4210095787"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Vladimir Krasnopolsky","raw_affiliation_strings":["NOAA Center for Weather and Climate Prediction, 5830 University Research Court, College Park, MD 20740, USA"],"raw_orcid":"https://orcid.org/0000-0003-0848-4161","affiliations":[{"raw_affiliation_string":"NOAA Center for Weather and Climate Prediction, 5830 University Research Court, College Park, MD 20740, USA","institution_ids":["https://openalex.org/I4210093799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014385360","display_name":"Sudhir Nadiga","orcid":"https://orcid.org/0000-0002-5876-0796"},"institutions":[{"id":"https://openalex.org/I4210093799","display_name":"NOAA National Centers for Environmental Prediction","ror":"https://ror.org/00ndyev54","country_code":"US","type":"government","lineage":["https://openalex.org/I1308126019","https://openalex.org/I1343035065","https://openalex.org/I1343035065","https://openalex.org/I4210093799","https://openalex.org/I4210095787"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sudhir Nadiga","raw_affiliation_strings":["NOAA Center for Weather and Climate Prediction, 5830 University Research Court, College Park, MD 20740, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NOAA Center for Weather and Climate Prediction, 5830 University Research Court, College Park, MD 20740, USA","institution_ids":["https://openalex.org/I4210093799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067153140","display_name":"Avichal Mehra","orcid":"https://orcid.org/0000-0002-0767-170X"},"institutions":[{"id":"https://openalex.org/I4210093799","display_name":"NOAA National Centers for Environmental Prediction","ror":"https://ror.org/00ndyev54","country_code":"US","type":"government","lineage":["https://openalex.org/I1308126019","https://openalex.org/I1343035065","https://openalex.org/I1343035065","https://openalex.org/I4210093799","https://openalex.org/I4210095787"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Avichal Mehra","raw_affiliation_strings":["NOAA Center for Weather and Climate Prediction, 5830 University Research Court, College Park, MD 20740, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NOAA Center for Weather and Climate Prediction, 5830 University Research Court, College Park, MD 20740, USA","institution_ids":["https://openalex.org/I4210093799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088272030","display_name":"E. J. Bayler","orcid":"https://orcid.org/0000-0002-9492-3310"},"institutions":[{"id":"https://openalex.org/I4210093799","display_name":"NOAA National Centers for Environmental Prediction","ror":"https://ror.org/00ndyev54","country_code":"US","type":"government","lineage":["https://openalex.org/I1308126019","https://openalex.org/I1343035065","https://openalex.org/I1343035065","https://openalex.org/I4210093799","https://openalex.org/I4210095787"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eric Bayler","raw_affiliation_strings":["NOAA Center for Weather and Climate Prediction, 5830 University Research Court, College Park, MD 20740, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NOAA Center for Weather and Climate Prediction, 5830 University Research Court, College Park, MD 20740, USA","institution_ids":["https://openalex.org/I4210093799"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075648770","display_name":"David Behringer","orcid":"https://orcid.org/0000-0002-8536-5433"},"institutions":[{"id":"https://openalex.org/I4210093799","display_name":"NOAA National Centers for Environmental Prediction","ror":"https://ror.org/00ndyev54","country_code":"US","type":"government","lineage":["https://openalex.org/I1308126019","https://openalex.org/I1343035065","https://openalex.org/I1343035065","https://openalex.org/I4210093799","https://openalex.org/I4210095787"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Behringer","raw_affiliation_strings":["NOAA Center for Weather and Climate Prediction, 5830 University Research Court, College Park, MD 20740, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NOAA Center for Weather and Climate Prediction, 5830 University Research Court, College Park, MD 20740, USA","institution_ids":["https://openalex.org/I4210093799"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5016699173"],"corresponding_institution_ids":["https://openalex.org/I4210093799"],"apc_list":{"value":2550,"currency":"USD","value_usd":2550},"apc_paid":{"value":2550,"currency":"USD","value_usd":2550},"fwci":2.4912,"has_fulltext":true,"cited_by_count":65,"citation_normalized_percentile":{"value":0.88047297,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"2016","issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10255","display_name":"Oceanographic and Atmospheric Processes","score":0.9861000180244446,"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":0.9861000180244446,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.972000002861023,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9616000056266785,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/satellite","display_name":"Satellite","score":0.6665406227111816},{"id":"https://openalex.org/keywords/ocean-color","display_name":"Ocean color","score":0.653330385684967},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5164804458618164},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4943695068359375},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4804120361804962},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4109492599964142},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33386558294296265},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2956855297088623},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.11668476462364197},{"id":"https://openalex.org/keywords/astronomy","display_name":"Astronomy","score":0.07401791214942932}],"concepts":[{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.6665406227111816},{"id":"https://openalex.org/C2776939893","wikidata":"https://www.wikidata.org/wiki/Q7076134","display_name":"Ocean color","level":3,"score":0.653330385684967},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5164804458618164},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4943695068359375},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4804120361804962},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4109492599964142},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33386558294296265},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2956855297088623},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11668476462364197},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.07401791214942932}],"mesh":[{"descriptor_ui":"D000077194","descriptor_name":"Chlorophyll A","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077194","descriptor_name":"Chlorophyll A","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077194","descriptor_name":"Chlorophyll A","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002734","descriptor_name":"Chlorophyll","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002734","descriptor_name":"Chlorophyll","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002734","descriptor_name":"Chlorophyll","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003116","descriptor_name":"Color","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003116","descriptor_name":"Color","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003116","descriptor_name":"Color","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003124","descriptor_name":"Colorimetry","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003124","descriptor_name":"Colorimetry","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003124","descriptor_name":"Colorimetry","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004784","descriptor_name":"Environmental Monitoring","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004784","descriptor_name":"Environmental Monitoring","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004784","descriptor_name":"Environmental Monitoring","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009792","descriptor_name":"Oceans and Seas","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009792","descriptor_name":"Oceans and Seas","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009792","descriptor_name":"Oceans and Seas","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016014","descriptor_name":"Linear Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016014","descriptor_name":"Linear Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016014","descriptor_name":"Linear Models","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D063809","descriptor_name":"Satellite Imagery","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D063809","descriptor_name":"Satellite Imagery","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D063809","descriptor_name":"Satellite Imagery","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.1155/2016/6156513","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2016/6156513","pdf_url":"http://downloads.hindawi.com/journals/cin/2016/6156513.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},{"id":"pmid:26819586","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26819586","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":"Computational intelligence and neuroscience","raw_type":null},{"id":"pmh:oai:doaj.org/article:aa6256603c6e416481baba9d0e91359f","is_oa":true,"landing_page_url":"https://doaj.org/article/aa6256603c6e416481baba9d0e91359f","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":"Computational Intelligence and Neuroscience, Vol 2016 (2016)","raw_type":"article"},{"id":"pmh:oai:noaa.stacks:noaa:15161","is_oa":true,"landing_page_url":"https://repository.library.noaa.gov/view/noaa/15161","pdf_url":null,"source":{"id":"https://openalex.org/S4377196172","display_name":"NOAA 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":"Computational Intelligence and Neuroscience, 9.","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:4706868","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4706868","pdf_url":null,"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":"Comput Intell Neurosci","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1155/2016/6156513","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2016/6156513","pdf_url":"http://downloads.hindawi.com/journals/cin/2016/6156513.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Life below water","score":0.8700000047683716,"id":"https://metadata.un.org/sdg/14"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320332181","display_name":"National Oceanic and Atmospheric Administration","ror":"https://ror.org/02z5nhe81"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2268448246.pdf","grobid_xml":"https://content.openalex.org/works/W2268448246.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W59495185","https://openalex.org/W600938750","https://openalex.org/W621480186","https://openalex.org/W1189626437","https://openalex.org/W1991356607","https://openalex.org/W2017900475","https://openalex.org/W2023257119","https://openalex.org/W2050186906","https://openalex.org/W2051396660","https://openalex.org/W2059587695","https://openalex.org/W2060172488","https://openalex.org/W2072443317","https://openalex.org/W2115055351","https://openalex.org/W2124776405","https://openalex.org/W2129664805","https://openalex.org/W2131070146","https://openalex.org/W2156459975","https://openalex.org/W2324658139","https://openalex.org/W2494434053","https://openalex.org/W3022446920","https://openalex.org/W4240324316"],"related_works":["https://openalex.org/W4322020399","https://openalex.org/W2104149816","https://openalex.org/W2013329914","https://openalex.org/W2392383081","https://openalex.org/W1999068814","https://openalex.org/W1618102658","https://openalex.org/W1972863812","https://openalex.org/W2064580253","https://openalex.org/W2113245153","https://openalex.org/W2003063419"],"abstract_inverted_index":{"A":[0],"neural":[1],"network":[2],"(NN)":[3],"technique":[4,163],"to":[5,123],"fill":[6],"gaps":[7,174],"in":[8,22,33,48,119,173,175],"satellite":[9,176],"data":[10,30,99,110,121],"is":[11,39,95,139,159],"introduced,":[12],"linking":[13],"satellite-derived":[14],"fields":[15,64,180],"of":[16,56,88,117,134,149],"interest":[17],"with":[18,52,136,143],"other":[19],"satellites":[20],"and":[21,46,80,84,104,106,122,141,167,181],"situ":[23],"physical":[24,54],"observations.":[25],"Satellite-derived":[26],"\"ocean":[27],"color\"":[28],"(OC)":[29],"are":[31,74],"used":[32],"this":[34],"study":[35],"because":[36],"OC":[37],"variability":[38],"primarily":[40],"driven":[41],"by":[42],"biological":[43],"processes":[44,55],"related":[45],"correlated":[47],"complex,":[49],"nonlinear":[50],"relationships":[51],"the":[53,57,115,120,150,155],"upper":[58],"ocean.":[59],"Specifically,":[60],"ocean":[61,82,177],"color":[62,178],"chlorophyll-a":[63],"from":[65],"NOAA's":[66],"operational":[67],"Visible":[68],"Imaging":[69],"Infrared":[70],"Radiometer":[71],"Suite":[72],"(VIIRS)":[73],"used,":[75],"as":[76,78],"well":[77],"NOAA":[79],"NASA":[81],"surface":[83],"upper-ocean":[85,89],"observations":[86],"employed--signatures":[87],"dynamics.":[90],"An":[91],"NN":[92,127,151,162],"transfer":[93],"function":[94],"trained,":[96],"using":[97],"global":[98],"for":[100,111,129,171],"two":[101],"years":[102],"(2012":[103],"2013),":[105],"tested":[107],"on":[108,154],"independent":[109],"2014.":[112],"To":[113],"reduce":[114],"impact":[116,148],"noise":[118],"calculate":[124],"a":[125,144],"stable":[126],"Jacobian":[128],"sensitivity":[130],"studies,":[131],"an":[132,165],"ensemble":[133],"NNs":[135],"different":[137],"weights":[138],"constructed":[140],"compared":[142],"single":[145],"NN.":[146],"The":[147,161],"training":[152],"period":[153],"NN's":[156],"generalization":[157],"ability":[158],"evaluated.":[160],"provides":[164],"accurate":[166],"computationally":[168],"cheap":[169],"method":[170],"filling":[172],"observation":[179],"time":[182],"series.":[183]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
