Assimilation for skin SST in the NASA GEOS atmospheric data assimilation system

Abstract

The present article describes the sea surface temperature (SST) developments implemented in the Goddard Earth Observing System, Version 5 (GEOS) Atmospheric Data Assimilation System (ADAS). These are enhancements that contribute to the development of an atmosphere–ocean coupled data assimilation system using GEOS. In the current quasi‐operational GEOS‐ADAS, the SST is a boundary condition prescribed based on the OSTIA product, therefore SST and skin SST ( T s ) are identical. This work modifies the GEOS‐ADAS T s by modelling and assimilating near sea surface sensitive satellite infrared (IR) observations. The atmosphere–ocean interface layer of the GEOS atmospheric general circulation model (AGCM) is updated to include near‐surface diurnal warming and cool‐skin effects. The GEOS analysis system is also updated to directly assimilate SST‐relevant Advanced Very High Resolution Radiometer (AVHRR) radiance observations. Data assimilation experiments designed to evaluate the T s modification in GEOS‐ADAS show improvements in the assimilation of radiance observations that extend beyond the thermal infrared bands of AVHRR. In particular, many channels of hyperspectral sensors, such as those of the Atmospheric Infrared Sounder (AIRS), and Infrared Atmospheric Sounding Interferometer (IASI) are also better assimilated. We also obtained improved fit to withheld insitu buoy measurement of near‐surface SST. Evaluation of forecast skill scores show neutral to marginal benefit from the modified T s .

Keywords

Affiliated Institutions

• Science Systems and Applications (United States) US
• Universities Space Research Association US
• Goddard Space Flight Center US

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