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NCEI Improves Analysis of Sea Surface Temperatures

Updated Daily Optimum Interpolation Sea Surface Temperature Released

Photo of release of Argo float into the ocean off of ship by crew
Courtesy of Commonwealth Scientific and Industrial Research Organisation, Alicia Navidad

NCEI receives oceanographic data from all types of observing systems—from satellites in space, buoys moored to the seafloor, and drifting profiling floats. Each resource is valuable, and the data we house form one of the most significant archives on Earth. 

NCEI also utilizes the vast amounts of data we steward to create integrated products that support the broader scientific and societal application communities. NCEI has just released a new version of one of these important integrated products. 

The Daily Optimum Interpolation Sea Surface Temperature (DOISST) blends sea surface temperature (SST) data from ships, buoys, and profiling Argo floats with SSTs from satellites on a regular global grid to create maps of sea temperatures. A spatially complete SST map is produced on a daily basis to fill in gaps by statistical construction, a commonly used scientific method of interpreting data. 

Map of blended sea surface temperature map from DOISST, March 23, 2020
Blended sea surface temperature map from March 23, 2020, generated by version 2.1 of the Daily Optimum Interpolation Sea Surface Temperature (DOISST) data from NCEI. DOISST uses both in situ and satellite data to assess the world’s ocean. Courtesy of NOAA NCEI.

 

An Essential Climate Indicator

DOISST is a blend of in situ and satellite observations that date from September 1981. The analysis and associated map are routinely updated every day. SST is an essential climate indicator and has been widely used in climate monitoring, assessment, and research. 

There are several types of SST products. Some are based completely on satellite observations which provide better spatial coverage but may have systematic biases. Others are based on in situ observations from ships, drifting buoys, and moored buoys. DOISST utilizes both. DOISST is adjusted for the differences between the satellite and in situ observations to compensate for platform differences and sensor biases. 

Illustration of Polar-orbiting Operational Environmental Satellites
DOISST integrates data collected by the Advanced Very High Resolution Radiometer (AVHRR) instrument on board NOAA’s Polar-orbiting Operational Environmental Satellites (POES) with in situ observations. Courtesy of NOAA NESDIS.

 

The Role of Argo Floats

DOISST version 2.1 also includes observations from Argo floats. Argo is an international collaboration that collects high-quality temperature and salinity profiles for the upper 2,000 meters (some are deeper or shallower) of the ice-free global ocean. The data come from battery-powered autonomous floats that transmit their data to satellites when they periodically reach the surface. 

Argo observations play an important role in SST reconstruction, particularly in the data-sparse regions that are not sampled by ships and surface buoys, such as the equatorial oceans and the Southern Ocean. In DOISST version 2.1, the inclusion of Argo data increased the total coverage of in situ SSTs from about 65% to about 75% over the global ocean.

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