Neural network solution for temperature profile retrieval from infrared spectra with high spectral resolution

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...

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Veröffentlicht in:	Atmospheric science letters 2004-01, Vol.5 (1), p.1-11
Hauptverfasser:	Gribanov, K.G., Zakharov, V.I.
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Atmospheric profile retrieval Atmospheric temperature Fourier transform spectrometers Fourier transforms Infrared spectra Infrared spectroscopy Inverse problem Neural network Neural networks Remote sensing Retrieval Software Spectra Spectral resolution Spectrometers Temperature profile Temperature profiles
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Beschreibung
Zusammenfassung:	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.
ISSN:	1530-261X 1530-261X
DOI:	10.1016/j.atmoscilet.2003.10.002