{"id":"https://openalex.org/W4214545388","doi":"https://doi.org/10.3390/rs14051162","title":"A Simple Statistical Intra-Seasonal Prediction Model for Sea Surface Variables Utilizing Satellite Remote Sensing","display_name":"A Simple Statistical Intra-Seasonal Prediction Model for Sea Surface Variables Utilizing Satellite Remote Sensing","publication_year":2022,"publication_date":"2022-02-26","ids":{"openalex":"https://openalex.org/W4214545388","doi":"https://doi.org/10.3390/rs14051162"},"language":"en","primary_location":{"id":"doi:10.3390/rs14051162","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14051162","pdf_url":"https://www.mdpi.com/2072-4292/14/5/1162/pdf?version=1646286821","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/2072-4292/14/5/1162/pdf?version=1646286821","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019117743","display_name":"Qi Shao","orcid":"https://orcid.org/0000-0002-8059-5010"},"institutions":[{"id":"https://openalex.org/I4210137793","display_name":"Tianjin Meteorological Bureau","ror":"https://ror.org/03xr30889","country_code":"CN","type":"government","lineage":["https://openalex.org/I141301092","https://openalex.org/I4210137793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Shao","raw_affiliation_strings":["School of Marine Science and Technology, Tianjin University, Tianjin 300072, China","Tianjin Key Laboratory for Oceanic Meteorology, Tianjin 300074, China"],"raw_orcid":"https://orcid.org/0000-0002-8059-5010","affiliations":[{"raw_affiliation_string":"School of Marine Science and Technology, Tianjin University, Tianjin 300072, China","institution_ids":[]},{"raw_affiliation_string":"Tianjin Key Laboratory for Oceanic Meteorology, Tianjin 300074, China","institution_ids":["https://openalex.org/I4210137793"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102752069","display_name":"Yanling Zhao","orcid":"https://orcid.org/0009-0002-7034-1743"},"institutions":[{"id":"https://openalex.org/I4210107698","display_name":"PLA 306 Hospital","ror":"https://ror.org/01k0q5v34","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210107698"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanling Zhao","raw_affiliation_strings":["The PLA 31010 Units, Beijing 100081, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The PLA 31010 Units, Beijing 100081, China","institution_ids":["https://openalex.org/I4210107698"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100735964","display_name":"Wei Li","orcid":"https://orcid.org/0000-0002-7479-6828"},"institutions":[{"id":"https://openalex.org/I4210137793","display_name":"Tianjin Meteorological Bureau","ror":"https://ror.org/03xr30889","country_code":"CN","type":"government","lineage":["https://openalex.org/I141301092","https://openalex.org/I4210137793"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wei Li","raw_affiliation_strings":["School of Marine Science and Technology, Tianjin University, Tianjin 300072, China","Tianjin Key Laboratory for Oceanic Meteorology, Tianjin 300074, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Marine Science and Technology, Tianjin University, Tianjin 300072, China","institution_ids":[]},{"raw_affiliation_string":"Tianjin Key Laboratory for Oceanic Meteorology, Tianjin 300074, China","institution_ids":["https://openalex.org/I4210137793"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010743586","display_name":"Guijun Han","orcid":"https://orcid.org/0000-0001-8442-7148"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Guijun Han","raw_affiliation_strings":["School of Marine Science and Technology, Tianjin University, Tianjin 300072, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Marine Science and Technology, Tianjin University, Tianjin 300072, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032419981","display_name":"Guangchao Hou","orcid":"https://orcid.org/0000-0002-9579-2607"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Guangchao Hou","raw_affiliation_strings":["School of Marine Science and Technology, Tianjin University, Tianjin 300072, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Marine Science and Technology, Tianjin University, Tianjin 300072, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084180340","display_name":"Chaoliang Li","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chaoliang Li","raw_affiliation_strings":["School of Marine Science and Technology, Tianjin University, Tianjin 300072, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Marine Science and Technology, Tianjin University, Tianjin 300072, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100406621","display_name":"Siyuan Liu","orcid":"https://orcid.org/0000-0002-1092-4456"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Siyuan Liu","raw_affiliation_strings":["School of Marine Science and Technology, Tianjin University, Tianjin 300072, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Marine Science and Technology, Tianjin University, Tianjin 300072, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102444753","display_name":"Yantian Gong","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yantian Gong","raw_affiliation_strings":["School of Marine Science and Technology, Tianjin University, Tianjin 300072, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Marine Science and Technology, Tianjin University, Tianjin 300072, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100608411","display_name":"Hanyu Liu","orcid":"https://orcid.org/0000-0003-2394-5421"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hanyu Liu","raw_affiliation_strings":["School of Marine Science and Technology, Tianjin University, Tianjin 300072, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Marine Science and Technology, Tianjin University, Tianjin 300072, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046972532","display_name":"Ping Qu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210137793","display_name":"Tianjin Meteorological Bureau","ror":"https://ror.org/03xr30889","country_code":"CN","type":"government","lineage":["https://openalex.org/I141301092","https://openalex.org/I4210137793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ping Qu","raw_affiliation_strings":["Tianjin Institute of Meteorological Sciences, Tianjin 300074, China","Tianjin Key Laboratory for Oceanic Meteorology, Tianjin 300074, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tianjin Institute of Meteorological Sciences, Tianjin 300074, China","institution_ids":["https://openalex.org/I4210137793"]},{"raw_affiliation_string":"Tianjin Key Laboratory for Oceanic Meteorology, Tianjin 300074, China","institution_ids":["https://openalex.org/I4210137793"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100735964"],"corresponding_institution_ids":["https://openalex.org/I4210137793"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.1126,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.74491186,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"14","issue":"5","first_page":"1162","last_page":"1162"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10255","display_name":"Oceanographic and Atmospheric Processes","score":0.9987999796867371,"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":0.9987999796867371,"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/T10029","display_name":"Climate variability and models","score":0.9921000003814697,"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"}},{"id":"https://openalex.org/T10032","display_name":"Marine and coastal ecosystems","score":0.9911999702453613,"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/empirical-orthogonal-functions","display_name":"Empirical orthogonal functions","score":0.7623246908187866},{"id":"https://openalex.org/keywords/sea-surface-temperature","display_name":"Sea surface temperature","score":0.5511394143104553},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.4755656123161316},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4626401960849762},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3824858069419861},{"id":"https://openalex.org/keywords/climatology","display_name":"Climatology","score":0.3767198622226715},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.3721553087234497},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.21310067176818848},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1249893307685852}],"concepts":[{"id":"https://openalex.org/C13724139","wikidata":"https://www.wikidata.org/wiki/Q3042818","display_name":"Empirical orthogonal functions","level":2,"score":0.7623246908187866},{"id":"https://openalex.org/C134097258","wikidata":"https://www.wikidata.org/wiki/Q1507383","display_name":"Sea surface temperature","level":2,"score":0.5511394143104553},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.4755656123161316},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4626401960849762},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3824858069419861},{"id":"https://openalex.org/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.3767198622226715},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.3721553087234497},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.21310067176818848},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1249893307685852},{"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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs14051162","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14051162","pdf_url":"https://www.mdpi.com/2072-4292/14/5/1162/pdf?version=1646286821","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:doaj.org/article:06c66e6dc1b545f1a63107a899e27247","is_oa":true,"landing_page_url":"https://doaj.org/article/06c66e6dc1b545f1a63107a899e27247","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":"Remote Sensing, Vol 14, Iss 5, p 1162 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/14/5/1162/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs14051162","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","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs14051162","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14051162","pdf_url":"https://www.mdpi.com/2072-4292/14/5/1162/pdf?version=1646286821","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":0.8199999928474426,"display_name":"Life below water"}],"awards":[{"id":"https://openalex.org/G8796544239","display_name":"\u57fa\u4e8e\u96c6\u5408\u5361\u5c14\u66fc\u6ee4\u6ce2\u4e0e\u591a\u91cd\u7f51\u683c\u5206\u6790\u6570\u636e\u540c\u5316\u65b9\u6cd5\u7684\u53c2\u6570\u4f30\u8ba1\u7814\u7a76","funder_award_id":"41876014","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"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/W4214545388.pdf","grobid_xml":"https://content.openalex.org/works/W4214545388.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W656065197","https://openalex.org/W1520376580","https://openalex.org/W1529802681","https://openalex.org/W1536914774","https://openalex.org/W1541689789","https://openalex.org/W1970288396","https://openalex.org/W1985772059","https://openalex.org/W2012731639","https://openalex.org/W2029088976","https://openalex.org/W2031032025","https://openalex.org/W2034438491","https://openalex.org/W2058325404","https://openalex.org/W2059740959","https://openalex.org/W2060421504","https://openalex.org/W2073602915","https://openalex.org/W2074788581","https://openalex.org/W2077183585","https://openalex.org/W2091196667","https://openalex.org/W2096175771","https://openalex.org/W2097004642","https://openalex.org/W2105238601","https://openalex.org/W2108326859","https://openalex.org/W2119998750","https://openalex.org/W2142917108","https://openalex.org/W2143032948","https://openalex.org/W2154013091","https://openalex.org/W2162548336","https://openalex.org/W2168650778","https://openalex.org/W2175808424","https://openalex.org/W2177689542","https://openalex.org/W2402183840","https://openalex.org/W2462302850","https://openalex.org/W2501467657","https://openalex.org/W2584200484","https://openalex.org/W2746781442","https://openalex.org/W2800885793","https://openalex.org/W2937363749","https://openalex.org/W2964858211","https://openalex.org/W2980840536","https://openalex.org/W3072469235","https://openalex.org/W6632642964"],"related_works":["https://openalex.org/W2059480819","https://openalex.org/W2766359911","https://openalex.org/W2328120423","https://openalex.org/W3130622650","https://openalex.org/W1801449558","https://openalex.org/W2113816418","https://openalex.org/W1968466896","https://openalex.org/W2130813847","https://openalex.org/W1991420611","https://openalex.org/W3081257409"],"abstract_inverted_index":{"In":[0],"this":[1,122,148,189,234,239],"paper,":[2],"a":[3,243],"novel":[4],"and":[5,54,60,84,87,141,180,201,221],"simple":[6,29,235],"statistical":[7],"prediction":[8,101,161,191],"model":[9,30,102,123,149,162,192,205,241],"for":[10,176],"sea":[11,51,93,226],"surface":[12,52,94,227],"multivariate":[13],"is":[14,169],"developed":[15],"based":[16,112],"on":[17,113],"extended":[18],"empirical":[19,38],"orthogonal":[20,39],"functions":[21],"(referred":[22,163],"to":[23,64,164],"as":[24,165],"the":[25,32,37,46,50,66,73,79,88,99,107,129,137,155,159,166,173,177,195,198,202,207,216,222,250],"MEEOF":[26,100,178],"model).":[27],"This":[28],"embeds":[31],"temporal":[33,85],"evolution":[34,56],"information":[35],"into":[36],"function":[40],"spatial":[41,47,83],"patterns,":[42],"which":[43],"effectively":[44],"captures":[45],"distribution":[48],"of":[49,68,98,132,218,249],"variables":[53,228],"their":[55],"process":[57],"over":[58,206],"time,":[59,75],"can":[61,229],"be":[62,230],"used":[63],"improve":[65],"accuracy":[67],"intra-seasonal":[69,247],"ocean":[70,219],"forecasts.":[71],"At":[72],"same":[74],"it":[76],"considers":[77],"both":[78],"correlation":[80],"between":[81,91,224],"different":[82,92,225],"points":[86],"dynamic":[89],"balance":[90],"variables.":[95],"The":[96],"performance":[97,153],"has":[103,124,242],"been":[104],"examined":[105],"in":[106,246],"South":[108],"China":[109],"Sea":[110],"(SCS)":[111],"remote":[114],"sensing":[115],"satellite":[116],"datasets.":[117],"Experimental":[118],"results":[119,186],"demonstrate":[120],"that":[121,188,215,238],"significant":[125],"forecasting":[126],"capability":[127],"within":[128],"forecast":[130,152,157,182,209],"window":[131],"15\u201390":[133],"days,":[134],"compared":[135],"with":[136],"traditional":[138],"persistence":[139,181,196],"forecasts":[140,179],"optimal":[142],"climatic":[143],"normal":[144],"(OCN)":[145],"results.":[146,183],"Furthermore,":[147],"exhibits":[150],"good":[151],"throughout":[154],"entire":[156,208],"window;":[158],"final":[160],"fusion":[167,190,240],"model)":[168],"established":[170],"by":[171,233],"obtaining":[172],"weighted":[174],"average":[175],"Numerical":[184],"experimental":[185],"show":[187],"consistently":[193],"outperforms":[194],"model,":[197,200,236],"OCN":[199],"linear":[203],"regression":[204],"window.":[210],"A":[211],"case":[212],"study":[213],"shows":[214],"propagation":[217],"waves":[220],"coordination":[223],"well":[231],"predicted":[232],"indicating":[237],"potential":[244],"advantage":[245],"predictions":[248],"ocean.":[251]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
