Extended Data Table 1 Oceanic temperature & SST database

From: Partial-convolution-implemented generative adversarial network for global oceanic data assimilation

  1. The description of the SST or oceanic temperature datasets used in this study. OI in DA method denotes an Optimal Interpolation. Shades of gray in each platform-type of in situ and satellite-based data denotes that platform is used. MBT: Mechanical Bathythermograph, XBT: Expendable Bathythermograph, DBT: Digital BathyThermograph, CTD: Conductivity-Temperature-Depth data, STD: Salinity-Temperature-Depth data, XCTD: Expendable CTD, AVHRR: Advanced Very High Resolution Radiometer, HadISST: Hadley Centre Global Sea Ice and Sea Surface Temperature, TMI: Tropical Rainfall Measuring Mission (TRMM) Microwave Imager, AMSR: NASA Advanced Microwave Scanning Radiometer, GMI: Global Precipitation Measurement (GPM) Microwave Imager (GMI), OSTIA: Operational Sea Surface Temperature and Ice Analysis, SMAP: Soil Moisture Active Passive, ERS: European Remote Sensing, AVISO: Archiving, Validation and Interpretation of Satellite Oceanographic data, ICOADS: International Comprehensive Ocean-Atmosphere Data Set, CMEMS: Copernicus Marine Environment Monitoring Service, WOD: World Ocean Database, GTSPP: Global Temperature and Salinity Profile Programme, GDAC: Global Data Assembly Centre, ASBO: Arctic Synoptic Basin-wide Oceanography, CORA: Coriolis Ocean database for ReAnalysis, REMSS: Remote Sensing Systems.