Validation of the QSCAT NRCS on the Advanced Neural Network NSCAT GMF and estimation of Neural Network QSCAT GMF
Résumé
Neural networks are relevant statistical methods that we used to determine the GMFs of NSCAT and QSCAT scatterometer. They are well-suited for non-linear regression but they also can give more information than just the mean of a conditional distribution of data. We have also determined a function which estimates the conditional variance
of QSCAT measurements following the previous works on NSCAT measurements
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