Intercomparison of historical sea surface temperature datasets

Sayaka Yasunaka, Kimio Hanawa

Research output: Contribution to journalArticlepeer-review

34 Citations (Scopus)


Seven historical sea surface temperature (SST) datasets are compared with each other: the Hadley Center sea ice and SST dataset (HadISST), version 1; the centennial in situ observation-based estimate of SSTs (COBE); the extended reconstruction of global SST (ERSST), version 3; the optimal smoothing analysis by the Lamont-Doherty Earth Observatory (LDEO); the monthly summaries of the International Comprehensive Ocean-Atmosphere Data Set Release 2.1 (ICOADS); the second Hadley Center SST (HadSST); and SSTs by the authors at Tohoku University (TOHOKU). Differences in 30-year climatologies and standard deviations of anomalies from the climatologies exist, especially in observation-sparse areas and periods. Correlation among the datasets mainly depends on the number of observational data. Global means from all datasets are consistent with each other except for those from ICOADS. Signals of the El Niño/Southern Oscillation (ENSO) correlate highly with each other after 1880, although the durations and intensities of each event are different. Temporal variations of the Pacific Decadal Oscillation (PDO) correspond well after 1950, become gradually worse backward in time and are scattered before 1880. These differences are ascribed to the use of different interpolation methods for missing grids, treatments of satellite-derived data, instrumental bias correction methods and other factors.

Original languageEnglish
Pages (from-to)1056-1073
Number of pages18
JournalInternational Journal of Climatology
Issue number7
Publication statusPublished - 2011 Jun 15


  • Dataset
  • Intercomparison
  • Sea surface temperature

ASJC Scopus subject areas

  • Atmospheric Science


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