Neural approach to inverting complex system: Application to ocean salinity profile estimation from surface parameters

[1]  S. Thiria,et al.  Retrieving aerosol characteristics and sea-surface chlorophyll from satellite ocean color multi-spectral sensors using a neural-variational method , 2013 .

[2]  P. L. Traon,et al.  High Resolution 3-D temperature and salinity fields derived from in situ and satellite observations , 2012 .

[3]  S. Bates,et al.  Mean and variability of the Tropical Atlantic Ocean in the CCSM4 , 2012 .

[4]  Lin Zhang,et al.  A geostrophic empirical mode based on altimetric sea surface height , 2012, Science China Earth Sciences.

[5]  Chih-Ming Hsu,et al.  A hybrid procedure for stock price prediction by integrating self-organizing map and genetic programming , 2011, Expert Syst. Appl..

[6]  I. Pujol,et al.  In Situ Validation of Jason-1 and Jason-2 Altimetry Missions in the Tropical Atlantic Ocean , 2011 .

[7]  F. Chauvin,et al.  Tropical response to the Atlantic Equatorial mode: AGCM multimodel approach , 2010 .

[8]  S. Arnault,et al.  Isothermal, mixed, and barrier layers in the subtropical and tropical Atlantic Ocean during the ARAMIS experiment , 2010 .

[9]  P. Ruti,et al.  A Gill–Matsuno‐type mechanism explains the tropical Atlantic influence on African and Indian monsoon rainfall , 2009 .

[10]  Sujit Basu,et al.  Derivation of Salinity Profiles in the Indian Ocean from Satellite Surface Observations , 2007, IEEE Geoscience and Remote Sensing Letters.

[11]  Albert Tarantola,et al.  Inverse problem theory - and methods for model parameter estimation , 2004 .

[12]  Fouad Badran,et al.  Automatic neural classification of ocean colour reflectance spectra at the top of the atmosphere with introduction of expert knowledge , 2003 .

[13]  Isabelle Guyon,et al.  An Introduction to Variable and Feature Selection , 2003, J. Mach. Learn. Res..

[14]  R. Snieder Inverse Problems in Geophysics , 2001 .

[15]  Christophe Maes,et al.  Using satellite-derived sea level and temperature profiles for determining the salinity variability. A new approach , 2000 .

[16]  V. I. Starostenko,et al.  A FORTRAN-77 program for solving systems of linear equations by the method of minimal discrimination of unknown quantities: a procedure of stable inversion of geophysical data , 1996 .

[17]  Teuvo Kohonen,et al.  Self-organization and associative memory: 3rd edition , 1989 .

[18]  Arnold L. Gordon,et al.  Interocean Exchange of Thermocline Water , 1986 .

[19]  S. Thiria,et al.  Weather regimes over Senegal during the summer monsoon season using self-organizing maps and hierarchical ascendant classification. Part I: synoptic time scale , 2011 .

[20]  W. Thacker Estimating Salinity between 25° and 45°S in the Atlantic Ocean Using Local Regression , 2008 .

[21]  A. Dessier,et al.  The sea surface salinity in the tropical Atlantic between 10°S and 30°N—seasonal and interannual variations (1977 1989) , 1994 .

[22]  Teuvo Kohonen,et al.  Self-Organization and Associative Memory , 1988 .