Remote Sensing of Sea Surface Salinity From CAROLS L-Band Radiometer in the Gulf of Biscay

A renewal of interest for the radiometric L-band Sea Surface Salinity (SSS) remote sensing appeared in the 1990s and led to the Soil Moisture and Ocean Salinity (SMOS) satellite launched in November 2009 and to the Aquarius mission (launched in June 2011). However, due to low signal to noise ratio, retrieving SSS from L-band radiometry is very challenging. In order to validate and improve L-band radiative transfer model and salinity retrieval method used in SMOS data processing, the Cooperative Airborne Radiometer for Ocean and Land Studies (CAROLS) was developed. We analyze here a coastal flight (20 May 2009), in the Gulf of Biscay, characterized by strong SSS gradients (28 to 35 pss-78). Extensive in-situ measurements were gathered along the plane track. Brightness temperature (Tb) integrated over 800 ms correlates well with simulated Tb (correlation coefficients between 0.80 and 0.96; standard deviations of the difference of 0.2 K). Over the whole flight, the standard deviation of the difference between CAROLS and in-situ SSS is about 0.3 pss-78 more accurate than SSS fields derived from coastal numerical model or objective analysis. In the northern part of the flight, CAROLS and in-situ SSS agree. In the southern part, the best agreement is found when using only V-polarization measured at 30° incidence angle or when using a multiparameter retrieval assuming large error on Tb (suggesting the presence of biases on H-polarization). When compared to high-resolution model SSS, the CAROLS SSS underlines the high SSS temporal variability in river plume and on continental shelf border, and the importance of using realistic river run-offs for modeling coastal SSS.

[1]  Stephen C. Riser,et al.  Salinity in Argo: A Modern View of a Changing Ocean , 2008 .

[2]  Mehrez Zribi,et al.  Analysis of RFI Identification and Mitigation in CAROLS Radiometer Data Using a Hardware Spectrum Analyser , 2010, 2010 11th Specialist Meeting on Microwave Radiometry and Remote Sensing of the Environment.

[3]  Nathaniel L. Bindoff,et al.  Changes in the global hydrological‐cycle inferred from ocean salinity , 2010 .

[4]  Jean-Claude Sibuet,et al.  Carte bathymétrique de l'Atlantique nord-est et du golfe de Gascogne: implications cinématiques [MAP] , 2004 .

[5]  A. Piola,et al.  Patos Lagoon Outflow Within the Rio de la Plata Plume Using an Airborne Salinity Mapper , 2008 .

[6]  Simon Yueh,et al.  Passive and Active L-Band Microwave Observations and Modeling of Ocean Surface Winds , 2010, IEEE Transactions on Geoscience and Remote Sensing.

[7]  Gary S. E. Lagerloef,et al.  Sea Surface Salinity: The Next Remote Sensing Challenge , 1995 .

[8]  Eric DeWeaver,et al.  Evaporation Change and Global Warming: The Role of Net Radiation and Relative Humidity , 2008 .

[9]  Jacqueline Boutin,et al.  Resolving the global surface salinity field and variations by blending satellite and in situ observations , 2010 .

[10]  Jacqueline Boutin,et al.  Freshwater from the Bay of Biscay shelves in 2009 , 2013 .

[11]  Martti Hallikainen,et al.  First 2-D Interferometric Radiometer Imaging of the Earth From an Aircraft , 2007, IEEE Geoscience and Remote Sensing Letters.

[12]  Sidharth Misra,et al.  L-Band RFI as Experienced During Airborne Campaigns in Preparation for SMOS , 2010, IEEE Transactions on Geoscience and Remote Sensing.

[13]  Jacqueline Boutin,et al.  Overview of the SMOS Sea Surface Salinity Prototype Processor , 2008, IEEE Transactions on Geoscience and Remote Sensing.

[14]  Hans J. Liebe,et al.  Propagation Modeling of Moist Air and Suspended Water/Ice Particles at Frequencies Below 1000 GHz , 1993 .

[15]  Adriano Camps,et al.  Determination of the Sea Surface Salinity Error Budget in the Soil Moisture and Ocean Salinity Mission , 2010, IEEE Transactions on Geoscience and Remote Sensing.

[16]  Yann Kerr,et al.  SMOS: The Challenging Sea Surface Salinity Measurement From Space , 2010, Proceedings of the IEEE.

[17]  E. Daganzo,et al.  Characterisation of SMOS RF Interferences in the 1400-1427 MHz Band as detected during the Commissioning Phase , 2010 .

[18]  Carolina Gabarró,et al.  Toward an Optimal SMOS Ocean Salinity Inversion Algorithm , 2009, IEEE Geoscience and Remote Sensing Letters.

[19]  Bertrand Chapron,et al.  Earth-Viewing L-Band Radiometer Sensing of Sea Surface Scattered Celestial Sky Radiation—Part I: General Characteristics , 2008, IEEE Transactions on Geoscience and Remote Sensing.

[20]  D. Vine,et al.  Remote Sensing of Ocean Salinity: Results from the Delaware Coastal Current Experiment , 1998 .

[21]  Bruce M. Kendall,et al.  Measurement of ocean temperature and salinity via microwave radiometry , 1978 .

[22]  Calvin T. Swift,et al.  Considerations for Microwave Remote Sensing of Ocean-Surface Salinity , 1983, IEEE Transactions on Geoscience and Remote Sensing.

[23]  Niels Skou,et al.  A novel L‐band polarimetric radiometer featuring subharmonic sampling , 2003 .

[24]  Robert M. Lerner,et al.  Analysis of 1.4 GHz Radiometric measurements from Skylab , 1977 .

[25]  Yann Kerr,et al.  The SMOS Mission: New Tool for Monitoring Key Elements ofthe Global Water Cycle , 2010, Proceedings of the IEEE.

[26]  M. A. Goodberlet,et al.  Airborne Salinity Mapper Makes Debut in Coastal Zone , 1998 .

[27]  G. Thomann Experimental Results of the Remote Sensing of Sea-Surface Salinity at 21-cm Wavelength , 1976, IEEE Transactions on Geoscience Electronics.

[28]  David M. Le Vine,et al.  Aquarius and Remote Sensing of Sea Surface Salinity from Space , 2010, Proceedings of the IEEE.

[29]  N. P. Fofonoff,et al.  Algorithms for Computation of Fundamental Properties of Seawater. Endorsed by Unesco/SCOR/ICES/IAPSO Joint Panel on Oceanographic Tables and Standards and SCOR Working Group 51. Unesco Technical Papers in Marine Science, No. 44. , 1983 .

[30]  Jacqueline Boutin,et al.  SMOS first data analysis for sea surface salinity determination , 2013 .

[31]  Bertrand Chapron,et al.  Earth-Viewing L-Band Radiometer Sensing of Sea Surface Scattered Celestial Sky Radiation—Part II: Application to SMOS , 2008, IEEE Transactions on Geoscience and Remote Sensing.

[32]  Mark A. Goodberlet,et al.  Optimizing Performance of a Microwave Salinity Mapper: STARRS L-Band Radiometer Enhancements* , 2008 .

[33]  Raymond W. Schmitt,et al.  Salinity and the global water cycle , 2008 .

[34]  Yann Kerr,et al.  CAROLS: A New Airborne L-Band Radiometer for Ocean Surface and Land Observations , 2011, Sensors.

[35]  Adriano Camps,et al.  Sea surface salinity retrievals from HUT-2D L-band radiometric measurements , 2010 .

[36]  Jacqueline Boutin,et al.  Issues concerning the sea emissivity modeling at L band for retrieving surface salinity , 2003 .

[37]  M. Zribi,et al.  Radio frequency interferences investigation using the airborne L-band full polarimetric radiometer CAROLS , 2010, 2010 11th Specialist Meeting on Microwave Radiometry and Remote Sensing of the Environment.

[38]  David G. Long,et al.  Land-Contamination Compensation for QuikSCAT Near-Coastal Wind Retrieval , 2009, IEEE Transactions on Geoscience and Remote Sensing.

[39]  Pascal Lazure,et al.  3D modelling of seasonal evolution of Loire and Gironde plumes on Biscay Bay continental shelf , 1998 .

[40]  C. Swift,et al.  An improved model for the dielectric constant of sea water at microwave frequencies , 1977, IEEE Journal of Oceanic Engineering.