Abstract:The source,characteristics and advantages of four global sea surface temperature(SST) data sets were discussed.By using empirical orthogonal functions(EOF),the temporal and spatial features represented by different data sets were analyzed.Finally,two SST data sets with smallest difference were merged to meet the needs of operational application.