Open AccessNeural network solution for temperature profile retrieval from infrared spectra with high spectral resolution
Author(s) -
Gribanov K.G.,
Zakharov V.I.
Publication year - 2004
Publication title -
atmospheric science letters
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.951
H-Index - 45
ISSN - 1530-261X
DOI - 10.1016/j.atmoscilet.2003.10.002
Subject(s) - remote sensing , artificial neural network , fourier transform , environmental science , spectral line , nadir , infrared , spectrometer , noise (video) , spectral resolution , resolution (logic) , meteorology , computer science , artificial intelligence , physics , optics , geology , astronomy , satellite , quantum mechanics , image (mathematics)
A method based on artificial neural network for atmospheric temperature profile retrieval from spectra measured by nadir viewing high resolution Fourier transform spectrometers is presented. Very fast retrieval of temperature profile is approached. Impact of instrument noise on the retrieval results is considered. Copyright © 2003 Royal Meteorological Society. Published by Elsevier Ltd. All rights reserved.