Retrievals of sea surface temperature from infrared imagery: origin and form of systematic errors

We show that retrievals of sea surface temperature from satellite infrared imagery are prone to two forms of systematic error: prior error (familiar from the theory of atmospheric sounding) and error arising from nonlinearity. These errors have different complex geographical variations, related to the differing geographical distributions of the main geophysical variables that determine clear-sky brightness-temperatures over the oceans. We show that such errors arise as an intrinsic consequence of the form of the retrieval (rather than as a consequence of sub-optimally specified retrieval coefficients, as is often assumed) and that the pattern of observed errors can be simulated in detail using radiative-transfer modelling. The prior error has the linear form familiar from atmospheric sounding. A quadratic equation for nonlinearity error is derived, and it is verified that the nonlinearity error exhibits predominantly quadratic behaviour in this case. Copyright © 2006 Royal Meteorological Society.

[1]  J. Eyre On systematic and their climatological mean values , 1987 .

[2]  Christopher J. Merchant,et al.  Retrieval of Sea Surface Temperature from Space, Based on Modeling of Infrared Radiative Transfer: Capabilities and Limitations , 2004 .

[3]  C. Rodgers Characterization and Error Analysis of Profiles Retrieved From Remote Sounding Measurements , 1990 .

[4]  John Sapper,et al.  The development and operational application of nonlinear algorithms for the measurement of sea surface temperatures with the NOAA polar‐orbiting environmental satellites , 1998 .

[5]  A. Marsouin,et al.  Results of One Year of Preoperational Production of Sea Surface Temperatures from GOES-8 , 2002 .

[6]  Christopher J. Merchant,et al.  Probabilistic physically based cloud screening of satellite infrared imagery for operational sea surface temperature retrieval , 2005 .

[7]  I. Barton Improved techniques for the derivation of sea surface temperatures from ATSR data , 1998 .

[8]  Christopher J. Merchant,et al.  Toward the elimination of bias in satellite retrievals of sea surface temperature: 1. Theory, modeling and interalgorithm comparison , 1999 .

[9]  Peter J. Minnett,et al.  Satellite multichannel infrared measurements of sea surface temperature of the N.E. Atlantic Ocean using AVHRR/2 , 1984 .

[10]  Larry M. McMillin,et al.  Estimation of sea surface temperatures from two infrared window measurements with different absorption , 1975 .

[11]  J. R. Eyre,et al.  On systematic errors in satellite sounding products and their climatological mean values , 1987 .

[12]  A. M. Zavody,et al.  A radiative transfer model for sea surface temperature retrieval for the along‐track scanning radiometer , 1995 .

[13]  William G. Pichel,et al.  Comparative performance of AVHRR‐based multichannel sea surface temperatures , 1985 .