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Iteratively Regularized Gauss-Newton Method for Atmospheric Remote Sensing Applied to MIPAS and SCIAMACHY Limb Sounding Observations

Doicu, Adrian (2004) Iteratively Regularized Gauss-Newton Method for Atmospheric Remote Sensing Applied to MIPAS and SCIAMACHY Limb Sounding Observations. ENVISAT Symposium, Salzburg (Austria), September 2004.

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Abstract

In this paper we present a retrieval algorithm for atmospheric remote sensing. The algorithm combines the Tikhonov regularization and the iteratively Gauss--Newton method and is devoted to the solution of multi-parameter inverse problems with simple bounds on the variables. The basic features of the algorithm: the solution of the bound-constrained minimization problem, the selection of the optimal regularization parameter, the derivation of the global regularization matrix and the characterization of the solution (error analysis) are presented in detailed. Numerical simulations are performed for ozone retrieval from SCIAMACHY limb scatter measurements.

Item URL in elib:https://elib.dlr.de/8189/
Document Type:Conference or Workshop Item (Paper)
Additional Information: LIDO-Berichtsjahr=2004,
Title:Iteratively Regularized Gauss-Newton Method for Atmospheric Remote Sensing Applied to MIPAS and SCIAMACHY Limb Sounding Observations
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Doicu, AdrianUNSPECIFIEDUNSPECIFIED
Date:2004
Open Access:No
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Status:Published
Keywords:Inverse problems, Nonlinear least squares, Atmospheric spectroscopy, Remote sensing
Event Title:ENVISAT Symposium, Salzburg (Austria), September 2004
Organizer:ESA
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: Roehl, Cornelia
Deposited On:21 Feb 2006
Last Modified:06 Jan 2010 22:28

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