{"datasetrec":{"DasID":8167,"Acronym":null,"StandardTitle":"Sea surface temperature data (1870-2021) used for deep learning related to ENSO prediction","OrigTitle":null,"OrigTitleLangID":null,"OrigTitleLangCode":null,"OrigTitleLang":null,"OrigTitleLangNL":null,"VersionName":null,"ContactEmail":null,"VersionDate":null,"VersionDay":null,"VersionMonth":null,"VersionYear":null,"SizeReference":null,"EngAbstract":"Sea surface temperature data in the Pacific Ocean between 1870 and 2021 used for deep learning for ENSO prediction.","EngDescr":"There are 4645 samples in CMIP data: 1 to 2265 samples are 15 historical simulation data by CMIP6 in 151 years (151 × 15 = 2265 in total), 2266 to 4645 samples are 17 historical simulation data by CMIP5 in 140 years (140 × 17 = 2380 in total). And the Simple Ocean Assimilation data (SODA) spans 100 years, where the first 80 years of SODA data are used for retraining and the last 20 years of SODA data are used for validation. The input predictors are used in the ENSO index prediction experiment with a spatial resolution of 5° (latitude) × 5 ° (longitude), and spatial range of 0°-360°E, 55°S-60°N. The data dimension includes (year, month, latitude, longitude). Monthly ocean surface temperature anomaly (SSTA) of the NINO 3 and NINO 4 regions (5S-5N and 160E-90W) is also used for ENSO types prediction, with a time span from 1870 to 2021. ","OrigAbstract":null,"OrigDescr":null,"Comments":null,"ReleaseDate":null,"ReleaseDate0":null,"OrigDescrLang":null,"EmbargoDate":null,"OrigDescrLangNL":null,"OrigLangCode":null,"OrigLangCodeExtended":null,"OrigLangID":null,"DescrCompFlag":null,"DescrTransFlag":null,"Citation":"Hu, C.; China University of Geosciences (CUG); (2023): Sea surface temperature data (1870-2021) used for deep learning related to ENSO prediction.","AccessConstraints":null,"UDate":"2023-01-17","CDate":"2023-01-03","CurrencyDate":null,"RevisionDate":null,"DateLastModified":{"date":"2026-06-09 01:42:32.979540","timezone_type":1,"timezone":"+02:00"},"CheckedFlag":0,"PublicFlag":1,"VlizCoreFlag":1,"MarineFlag":null,"FreshFlag":0,"BrackishFlag":0,"TerrestrialFlag":0,"StatusID":1,"DasType":"Data","DasTypeID":1,"DasOrigin":null,"Progress":"Completed","AccessConstraint":"CC 0 (No Rights Reserved)","AccConstrEN":"CC 0 (No Rights Reserved)","AccConstrDisplay":"\"CC0\" To the extent possible under law, the person who associated CC0 with this dataset has waived all copyright and related or neighboring rights to this dataset.","License":"https://creativecommons.org/publicdomain/zero/1.0/","AccConstrDescription":"CC0 enables scientists, educators, artists and other creators and owners of copyright- or database-protected content to waive those interests in their works and thereby place them as completely as possible in the public domain, so that others may freely build upon, enhance and reuse the works for any purposes without restriction under copyright or database law.","Lineage":null,"AccConID":19},"dois":null,"spcols":null,"keywords":[{"ThesaurusTerm":"ENSO (El Niño-Southern Oscillation)","ThesTypID":0,"ThesType":null,"Code":null,"Description":null,"OrigThesTerm":"ENSO (El Niño-Southern Oscillation)","DutchTerm":null,"URI":null,"DasKeywordDescr":null},{"ThesaurusTerm":"Ocean surface temperature","ThesTypID":1,"ThesType":"ASFA Thesaurus List","Code":null,"Description":null,"OrigThesTerm":"Ocean surface temperature","DutchTerm":null,"URI":null,"DasKeywordDescr":null},{"ThesaurusTerm":"Pacific Ocean I.","ThesTypID":34,"ThesType":"ASFA Geoterms","Code":null,"Description":null,"OrigThesTerm":"Pacific Ocean I.","DutchTerm":null,"URI":null,"DasKeywordDescr":null},{"ThesaurusTerm":"Prediction","ThesTypID":1,"ThesType":"ASFA Thesaurus List","Code":null,"Description":null,"OrigThesTerm":"Prediction","DutchTerm":"Voorspelling","URI":null,"DasKeywordDescr":null}],"parents":null,"children":null,"othrel":null,"othrelrev":null,"ownerships":[{"OrderNr":1,"Surname":null,"Firstname":null,"Initials":null,"PerPublicFlag":null,"AdrID":null,"Email":null,"InsPublicFlag":1,"Acronym":"CUG","OrigNameLangCode":null,"OrigNameLangID":null,"FullOrigName":null,"InsOwnerCNT":1,"PersID":null,"InsID":15141,"FullInstitute":"China University of Geosciences","RoleID":61,"Role":"Data creator","OrigName":null,"StandardName":"China University of Geosciences","FullAcronym":"CUG","ORC":null,"ROR":null}],"taxterms":null,"frameworks":null,"otherterms":[{"OtherTerm":"ENSO (El Niño-Southern Oscillation)"}],"temporal":[{"DasDateID":5814,"StartYear":1870,"EndYear":2021,"StartDay":1,"EndDay":31,"StartDate":"1870-01-01","EndDate":"2021-12-31","DasDate":null,"Resolution":"Not relevant","ResolutionNL":"Niet relevant","Notes":null,"StartMonth0":1,"StartMonth":"January","StartMonthNL":"Januari","EndMonth0":12,"EndMonth":"December","EndMonthNL":"December","Progress":"Completed","ProgressNL":"Afgelopen"}],"geographical":[{"GeoTerm":null,"DasGeoID":13653,"DasGeoTerm":null,"DasID":8167,"GeotID":null,"X":null,"Y":null,"MaxX":null,"MaxY":null,"StationName":null,"Precision":null,"CoordSystID":null,"GeoDatumID":null,"OrigCoordMinX":null,"OrigCoordMinY":null,"OrigCoordMaxX":null,"OrigCoordMaxY":null,"OrderNr":null,"Projection":null,"GeoDatum":null,"GeoObjectID":null,"OrigGeoTerm":null,"DutchTerm":null}],"meastypes":[{"MethID":null,"DasMeasTypID":14530,"DasMeasType":"","Matrix":null,"MatrixNL":null,"Parameter":"Sea surface temperature","ParameterNL":"Temperatuur oppervlaktewater zee","Description":null,"Unit":"°C","Methodology":null,"Protocol":null,"QualityControl":null,"Precision":null,"Detectionlimit":null,"Instrument":null,"InstrumentUrl":null,"MethFull":"","ParaCategoryTitle":null,"ParaCatCode":null}],"dasthemes":[{"DasThemeID":8,"DasTheme":"Physical > Hydrography (e.g. T,S) - near surface only","DasTheme0":"Hydrography (e.g. T,S) - near surface only","DutchTerm":"Hydrografie (bv. 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