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Coupling a Neural Network-Based forward Model and a Bayesian Inversion Approach to Retrieve Wind Field from Spaceborne Polarimetric Radiometers

A simulation study to assess the potentiality of sea surface wind vector estimation based on the approximation of the forward model through Neural Networks and on the Bayesian theory of parameter estimation is presented. A polarimetric microwave radiometer has been considered and its observations ha...

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Detalles Bibliográficos
Autores principales: Pulvirenti, Luca, Pierdicca, Nazzareno, Marzano, Frank S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Molecular Diversity Preservation International (MDPI) 2008
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3790993/
https://www.ncbi.nlm.nih.gov/pubmed/27873962
http://dx.doi.org/10.3390/s8127850