Mathematical algorithms for processing and analysis of near-infrared data from a satellite-borne Fourier transform spectrometer

作者：Kataev M Yu^*; Kataev S G; Maksyutov Sh; Andreev A G; Bazelyuk S A; Lukianov A K

来源：Russian Physics Journal, 2012, 55(3): 330-335.

DOI：10.1007/s11182-012-9816-3

• satellite signals
• non-parametric approaches
• solution of inverse problem

Mathematical algorithms for processing and analysis of near-infrared data from a satellite-borne Fourier transform spectrometer have been designed. The algorithms involve non-parametric approaches based on neural networks, random forest, and empirical orthogonal functions. The results obtained from processing of model data and real measurements performed by means of the GOSAT-borne Fourier transform spectrometer are presented.

• 出版日期2012-8