Analysis of the potential and limitations of microwave radiometry for the retrieval of sea surface temperature: Definition of MICROWAT, a new mission concept

[1] The sensitivity of passive microwave observations to the sea surface temperature (SST) is carefully analyzed, with the objective of designing an optimized satellite instrument, MICROwave Wind And Temperature (MICROWAT), dedicated to an “all-weather” estimation of the SST at high spatial resolution (15 km). Our study stresses the importance of low-frequency observations around 6 GHz for accurate SST retrieval. Compared to the 11 GHz channel, the 6 GHz channel provides more sensitivity to the low SSTs and offers lower instrument noise, thanks to possibly broader channel bandwidths. However, it requires much larger antenna size for a given spatial resolution. Two instrument concepts have been suggested, one using a classic real aperture antenna and the other using synthetic interferometric antennas. This first analysis shows that 2-D interferometric systems would be very complex and would not satisfy the user requirements in terms of SST accuracy. A 1-D interferometric system could be proposed, but its development requires additional investigation. A dedicated conical scanner onboard a microsatellite with a 6 m antenna and channels at 6.9 and 18.7 GHz (both with V and H polarizations) can provide an SST accuracy of 0.3 K with a 15 km spatial resolution, with today's technology.

[1]  Geoffrey E. Hinton,et al.  Learning internal representations by error propagation , 1986 .

[2]  M. Matricardi,et al.  An improved fast radiative transfer model for assimilation of satellite radiance observations , 1999 .

[3]  Marc Bouvet,et al.  Measure and exploitation of multisensor and multiwavelength synergy for remote sensing: 2. Application to the retrieval of atmospheric temperature and water vapor from MetOp , 2011 .

[4]  Deborah K. Smith,et al.  Passive Microwave Remote Sensing of the Ocean: An Overview , 2010 .

[5]  Lucrezia Ricciardulli,et al.  Uncertainties in sea surface temperature retrievals from space: Comparison of microwave and infrared observations from TRMM , 2004 .

[6]  Janet Sprintall,et al.  Validation of the Advanced Microwave Scanning Radiometer for the Earth Observing System (AMSR-E) sea surface temperature in the Southern Ocean , 2006 .

[7]  Quanhua Liu,et al.  An Improved Fast Microwave Water Emissivity Model , 2011, IEEE Transactions on Geoscience and Remote Sensing.

[8]  Jean-Noël Thépaut,et al.  An improved general fast radiative transfer model for the assimilation of radiance observations , 2004 .

[9]  Yann Kerr,et al.  Soil moisture retrieval from space: the Soil Moisture and Ocean Salinity (SMOS) mission , 2001, IEEE Trans. Geosci. Remote. Sens..

[10]  Thomas Meissner,et al.  Accuracy of Satellite Sea Surface Temperatures at 7 and 11 GHz , 2010, IEEE Transactions on Geoscience and Remote Sensing.

[11]  A. S. Milman,et al.  Sea surface temperatures from the scanning multichannel microwave radiometer on Nimbus 7 , 1985 .

[12]  Bertrand Chapron,et al.  Demonstration of ocean surface salinity microwave measurements from space using AMSR‐E data over the Amazon plume , 2009 .

[13]  R. Saunders,et al.  Three-Way Error Analysis between AATSR, AMSR-E, and In Situ Sea Surface Temperature Observations , 2008 .

[14]  Frank J. Wentz,et al.  Validation of Microwave Sea Surface Temperature Measurements for Climate Purposes , 2003 .

[15]  C. Rodgers,et al.  Retrieval of atmospheric temperature and composition from remote measurements of thermal radiation , 1976 .

[16]  Frank J. Wentz,et al.  Global Microwave Satellite Observations of Sea Surface Temperature for Numerical Weather Prediction and Climate Research , 2005 .

[17]  Smith,et al.  Satellite measurements of sea surface temperature through clouds , 2000, Science.

[18]  C. Prigent,et al.  New permittivity measurements of seawater , 1998 .

[19]  Hiroshi Kawamura,et al.  SST Availabilities of Satellite Infrared and Microwave Measurements , 2003 .

[20]  Alfred T. C. Chang,et al.  Atmospheric corrections to passive microwave observations of the ocean , 1980 .

[21]  William J. Emery,et al.  Error characterization of infrared and microwave satellite sea surface temperature products for merging and analysis , 2008 .

[22]  Peter J. Minnett,et al.  The Global Ocean Data Assimilation Experiment High-resolution Sea Surface Temperature Pilot Project , 2007 .

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

[24]  H. Woolf,et al.  Transmittance of atmospheric gases in the microwave region: a fast model. , 1988, Applied optics.

[25]  Using sea surface temperature measurements from microwave and infrared satellite measurements , 2004 .

[26]  Edward C. Monahan,et al.  Whitecaps and the passive remote sensing of the ocean surface , 1986 .

[27]  C. Donlon,et al.  Toward Improved Validation of Satellite Sea Surface Skin Temperature Measurements for Climate Research , 2002 .

[28]  T. Wilheit,et al.  An algorithm for retrieval of ocean surface and atmospheric parameters from the observations of the scanning multichannel microwave radiometer , 1980 .