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Multi-parameter regularization method for atmospheric remote sensing

Doicu, Adrian and Schreier, Franz and Hilgers, Siegfried and Hess, Michael (2005) Multi-parameter regularization method for atmospheric remote sensing. Computer Physics Communications, 165, pp. 1-9.

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Abstract

The iteratively regularized Gauss-Newton algorithm with simple bounds on the variables is extended to the multi-parameter case. The global regularization matrix is computed by using the L-curve method for a sequence of one-parameter regularization problems. Numerical results concerning the joint retrieval of O3 and NO2 profiles using the scattered light from the limb of the atmosphere are presented.

Document Type:Article
Additional Information: LIDO-Berichtsjahr=2005,
Title:Multi-parameter regularization method for atmospheric remote sensing
Authors:
AuthorsInstitution or Email of Authors
Doicu, AdrianUNSPECIFIED
Schreier, FranzUNSPECIFIED
Hilgers, SiegfriedUNSPECIFIED
Hess, MichaelUNSPECIFIED
Date:2005
Journal or Publication Title:Computer Physics Communications
Refereed publication:Yes
In ISI Web of Science:Yes
Volume:165
Page Range:pp. 1-9
Status:Published
Keywords:Inverse problems; Nonlinear least squares; Multi-parameter regularization; Atmospheric spectroscopy; Remote sensing
HGF - Research field:Aeronautics, Space and Transport (old)
HGF - Program:Space (old)
HGF - Program Themes:W EO - Erdbeobachtung
DLR - Research area:Space
DLR - Program:W EO - Erdbeobachtung
DLR - Research theme (Project):UNSPECIFIED
Location: Oberpfaffenhofen
Institutes and Institutions:Remote Sensing Technology Institute
Deposited By: Cornelia Roehl
Deposited On:25 Jan 2006
Last Modified:06 Jan 2010 22:39

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