Satellite and Skin Layer Effects on the Accuracy of Sea Surface Temperature Measurements from the GOES Satellites

Abstract The latest Geostationary Operational Environmental Satellites (GOES) have facilitated significant improvements in the ability to measure sea surface temperature (SST) from geostationary satellites. Nonetheless, difficulties associated with sensor calibration and oceanic near-surface temperature gradients affect the accuracy of the measurements and the estimation and interpretion of the diurnal cycle of the bulk SST. Overall, measurements of SST from the GOES imagers on the GOES-8–10 satellites are shown to have very small bias (<0.02 K) and rms differences of between 0.6 and 0.9 K relative to buoy observations. Separate consideration of individual measurement times, however, demonstrates systematic bias variations of over 0.6 K with measurement hour. These bias variations significantly affect both the amplitude and shape of estimates of the diurnal SST cycle. Modeled estimates of the temperature difference across the oceanic cool skin and diurnal thermocline show that bias variations up to 0.3 K ...

[1]  P. Webster,et al.  High-Resolution Satellite-Derived Dataset of the Surface Fluxes of Heat, Freshwater, and Momentum for the TOGA COARE IOP , 1999 .

[2]  R. Payne,et al.  Albedo of the Sea Surface , 1972 .

[3]  Michael P. Weinreb,et al.  Characteristics of E/W stripes in infrared images from the GOES-8 imager , 1996, Optics & Photonics.

[4]  Peter J. Webster,et al.  Clouds, Radiation, and the Diurnal Cycle of Sea Surface Temperature in the Tropical Western Pacific , 1996 .

[5]  永井 豊 海外文献紹介 Optical Engineering , 1998 .

[6]  C Smith,et al.  Operational calibration of Geostationary Operational Environmental Satellite-8 and-9 imagers and sounders. , 1997, Applied optics.

[7]  Michael P. Weinreb,et al.  Real-world calibration of GOES-8 and -9 sensors , 1996, Optics & Photonics.

[8]  Douglas A. May,et al.  Satellite-Derived Sea Surface Temperatures: Evaluation of GOES-8 and GOES-9 Multispectral Imager Retrieval Accuracy , 1998 .

[9]  R. Saunders,et al.  An improved method for detecting clear sky and cloudy radiances from AVHRR data , 1988 .

[10]  William J. Emery,et al.  Accuracy of in situ sea surface temperatures used to calibrate infrared satellite measurements , 2001 .

[11]  R. Reynolds,et al.  The NCEP/NCAR 40-Year Reanalysis Project , 1996, Renewable Energy.

[12]  Kristina B. Katsaros,et al.  The aqueous thermal boundary layer , 1980 .

[13]  William J. Emery,et al.  On the bulk‐skin temperature difference and its impact on satellite remote sensing of sea surface temperature , 1990 .

[14]  I. J. Barton,et al.  Satellite-derived sea surface temperatures: Current status , 1995 .

[15]  L. McMillin,et al.  Theory and validation of the multiple window sea surface temperature technique , 1984 .

[16]  P.,et al.  Advances in Satellite Sea Surface Temperature Measurement and Oceanographic Applications , 2004 .

[17]  Hartmut Grassl,et al.  Cloud detection and classification over oceans at night with NOAA-7 , 1985 .

[18]  Thomas M. Smith,et al.  Improved Global Sea Surface Temperature Analyses Using Optimum Interpolation , 1994 .

[19]  Peter Schlüssel,et al.  Evolution of cool skin and direct air-sea gas transfer coefficient during daytime , 1996 .

[20]  William L. Smith,et al.  Sea surface temperature: Observations from geostationary satellites , 1985 .

[21]  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 .

[22]  J. Curry,et al.  Determination of surface turbulent fluxes for the Tropical Ocean‐Global Atmosphere Coupled Ocean‐Atmosphere Response Experiment: Comparison of satellite retrievals and in situ measurements , 1996 .

[23]  Bruce D. McKenzie,et al.  Operational Processing of Satellite Sea Surface Temperature Retrievals at the Naval Oceanographic Office , 1998 .

[24]  Michael P. Weinreb,et al.  GOES-8 imager midnight effects and slope correction , 1996, Optics & Photonics.

[25]  R. Kauth,et al.  Estimation of Sea Surface Temperature from Space , 1970 .

[26]  L. Kantha,et al.  An improved mixed layer model for geophysical applications , 1994 .

[27]  I. J. Barton,et al.  Sea surface temperature measurements by the along-track scanning radiometer on the ERS 1 satellite: Early results , 1994 .

[28]  George A. Maul,et al.  Application of GOES visible‐infrared data to quantifying mesoscale ocean surface temperatures , 1981 .

[29]  Christopher J. Merchant,et al.  Toward the elimination of bias in satellite retrievals of sea surface temperature: 2. Comparison with in situ measurements , 1999 .

[30]  T. Phulpin,et al.  Atmospheric correction of infrared measurements of sea surface temperature using channels at 3.7, 11 and 12 Μm , 1980 .

[31]  John Turner,et al.  Implications of the oceanic thermal skin temperature deviation at high wind speed , 1999 .

[32]  W. Menzel,et al.  Introducing GOES-I: The First of a New Generation of Geostationary Operational Environmental Satellites , 1994 .

[33]  Raymond J. Komajda,et al.  An introduction to the GOES I-M imager and sounder instruments and the GVAR retransmission format , 1987 .

[34]  E. F. Bradley,et al.  Cool‐skin and warm‐layer effects on sea surface temperature , 1996 .

[35]  Peter Cornillon,et al.  Satellite-derived sea surface temperature fronts on the continental shelf off the northeast U.S. coast , 1999 .

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

[37]  William J. Emery,et al.  Correcting infrared satellite estimates of sea surface temperature for atmospheric water vapor attenuation , 1994, Proceedings of IGARSS '94 - 1994 IEEE International Geoscience and Remote Sensing Symposium.

[38]  Tong Zhu,et al.  Sea Surface Temperatures from the GOES-8 Geostationary Satellite , 1997 .

[39]  James P. Nelson,et al.  An Assessment of GOES-8 Imager Data Quality , 1998 .

[40]  W. Paul Menzel,et al.  Estimation of sea surface temperatures using GOES-8/9 radiance measurements , 1999 .

[41]  Murry L. Salby,et al.  Diurnal Variations of Cloud Cover and Their Relationship to Climatological Conditions , 1996 .

[42]  William J. Emery,et al.  The Behavior of the Bulk – Skin Sea Surface Temperature Difference under Varying Wind Speed and Heat Flux , 1996 .

[43]  Ian S. Robinson,et al.  Review Article. The sea surface thermal boundary layer and its relevance to the measurement of sea surface temperature by airborne and spaceborne radiometers , 1984 .

[44]  I. Mason,et al.  New aerosol robust sea surface temperature algorithms for the along‐track scanning radiometer , 1997 .