Nonparametric approaches retrieving of the CO2 total content from data of satellite monitori

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Authors: Kataev M. Yu., Kataev S. G., Andreev A. G., Bazelyuk S. A., Lukyanov A. K.

Annotation: In article is given the comparing of nonparametric approaches for solving problem of retrieving of CO2 total content on measurement data by the GOSAT satellite device. The results of test calculations of reflected from surface solar radiation in near IR spectral region are presented.

Keywords: reflected from surface solar radiation, satellite spectrometer, neural-network, random forests, empirica1 orthogonal function