Doicu, Adrian und Schreier, Franz und Hess, Michael (2004) Iterative regularization methods for atmospheric remote sensing. Journal of Quantitative Spectroscopy & Radiative Transfer, 83 (1), Seiten 47-61.
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Kurzfassung
In this paper we present different inversion algorithms for nonlinear ill-posed problems arising in atmosphere remote sensing. The proposed methods are Landweber's method (LwM), the iteratively regularized Gauss-Newton method, and the conventional and regularizing Levenberg-Marquardt method. In addition, some accelerated LwMs and a technique for smoothing the Levenberg-Marquardt solution are proposed. The numerical performance of the methods is studied by means of simulations. Results are presented for an inverse problem in atmospheric remote sensing, i.e., temperature sounding with an airborne uplooking high-resolution far-infrared spectrometer.
elib-URL des Eintrags: | https://elib.dlr.de/8042/ | ||||||||||||||||
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Dokumentart: | Zeitschriftenbeitrag | ||||||||||||||||
Zusätzliche Informationen: | LIDO-Berichtsjahr=2003, | ||||||||||||||||
Titel: | Iterative regularization methods for atmospheric remote sensing | ||||||||||||||||
Autoren: |
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Datum: | 2004 | ||||||||||||||||
Erschienen in: | Journal of Quantitative Spectroscopy & Radiative Transfer | ||||||||||||||||
Referierte Publikation: | Ja | ||||||||||||||||
Open Access: | Nein | ||||||||||||||||
Gold Open Access: | Nein | ||||||||||||||||
In SCOPUS: | Nein | ||||||||||||||||
In ISI Web of Science: | Ja | ||||||||||||||||
Band: | 83 | ||||||||||||||||
Seitenbereich: | Seiten 47-61 | ||||||||||||||||
Status: | veröffentlicht | ||||||||||||||||
Stichwörter: | Inverse problems; Nonlinear least squares; Regularization; Atmospheric spectroscopy; Remote sensing | ||||||||||||||||
HGF - Forschungsbereich: | Verkehr und Weltraum (alt) | ||||||||||||||||
HGF - Programm: | Weltraum (alt) | ||||||||||||||||
HGF - Programmthema: | W EO - Erdbeobachtung | ||||||||||||||||
DLR - Schwerpunkt: | Weltraum | ||||||||||||||||
DLR - Forschungsgebiet: | W EO - Erdbeobachtung | ||||||||||||||||
DLR - Teilgebiet (Projekt, Vorhaben): | NICHT SPEZIFIZIERT | ||||||||||||||||
Standort: | Oberpfaffenhofen | ||||||||||||||||
Institute & Einrichtungen: | Institut für Methodik der Fernerkundung | ||||||||||||||||
Hinterlegt von: | DLR-Beauftragter, elib | ||||||||||||||||
Hinterlegt am: | 25 Jan 2006 | ||||||||||||||||
Letzte Änderung: | 06 Jan 2010 22:16 |
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