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Doicu, Adrian und Schreier, Franz und Hilgers, Siegfried und Hess, Michael (2005) Error analysis and minimum bound method for atmospheric remote sensing. Environmental Modelling & Software, 22 (6), Seiten 837-846. Elsevier. doi: 10.1016/j.envsoft.2005.08.006.
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Offizielle URL: http://dx.doi.org/10.1016/j.envsoft.2005.08.006
Kurzfassung
In this study, we present an error analysis for Tikhonov regularization in a semi-stochastic setting. The analysis is carried out in such a way that it can be applied to any kind of inverse problem in atmospheric remote sensing. A method for selecting the optimal regularization parameter relying on the minimization of an estimator of the bound of the error between the first iterate and the exact solution is also discussed. Numerical simulations are performed for NO2 retrieval from SCIAMACHY limb scatter measurements.
| elib-URL des Eintrags: | https://elib.dlr.de/47275/ | ||||||||||||||||||||
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| Dokumentart: | Zeitschriftenbeitrag | ||||||||||||||||||||
| Titel: | Error analysis and minimum bound method for atmospheric remote sensing | ||||||||||||||||||||
| Autoren: |
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| Datum: | 2 Februar 2005 | ||||||||||||||||||||
| Erschienen in: | Environmental Modelling & Software | ||||||||||||||||||||
| Open Access: | Ja | ||||||||||||||||||||
| Gold Open Access: | Nein | ||||||||||||||||||||
| In SCOPUS: | Nein | ||||||||||||||||||||
| In ISI Web of Science: | Nein | ||||||||||||||||||||
| Band: | 22 | ||||||||||||||||||||
| DOI: | 10.1016/j.envsoft.2005.08.006 | ||||||||||||||||||||
| Seitenbereich: | Seiten 837-846 | ||||||||||||||||||||
| Verlag: | Elsevier | ||||||||||||||||||||
| Status: | veröffentlicht | ||||||||||||||||||||
| Stichwörter: | Inverse problems, nonlinear least squares, regularization, atmospheric spectroscopy, remote sensing, error analysis | ||||||||||||||||||||
| 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): | W - Vorhaben Entwicklung von Atmosphärenprozessoren (alt) | ||||||||||||||||||||
| Standort: | Oberpfaffenhofen | ||||||||||||||||||||
| Institute & Einrichtungen: | Institut für Methodik der Fernerkundung > Atmosphärenprozessoren | ||||||||||||||||||||
| Hinterlegt von: | Schreier, Dr.rer.nat. Franz | ||||||||||||||||||||
| Hinterlegt am: | 06 Mär 2007 | ||||||||||||||||||||
| Letzte Änderung: | 31 Jul 2019 19:19 |
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