Runge-Kutta type regularization method for inversion of spheroidal particle distribution from limited optical data
- The Runge-Kutta type regularization method was recently proposed as a potent tool for the iterative solution of nonlinear ill-posed problems. In this paper we analyze the applicability of this regularization method for solving inverse problems arising in atmospheric remote sensing, particularly for the retrieval of spheroidal particle distribution. Our numerical simulations reveal that the Runge-Kutta type regularization method is able to retrieve two-dimensional particle distributions using optical backscatter and extinction coefficient profiles, as well as depolarization information.
Author details: | Christine BöckmannORCiDGND, Lukas Osterloh |
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URN: | urn:nbn:de:kobv:517-opus4-441200 |
DOI: | https://doi.org/10.25932/publishup-44120 |
ISSN: | 1866-8372 |
Title of parent work (German): | Postprints der Universität Potsdam : Mathematisch-Naturwissenschaftliche Reihe |
Publication series (Volume number): | Zweitveröffentlichungen der Universität Potsdam : Mathematisch-Naturwissenschaftliche Reihe (907) |
Publication type: | Postprint |
Language: | English |
Date of first publication: | 2020/05/24 |
Publication year: | 2014 |
Publishing institution: | Universität Potsdam |
Release date: | 2020/05/24 |
Tag: | 47A52; 65R20; 65R32; 78A46; aerosol size distribution; integral equation; inverse ill-posed problem; inverse scattering; iterative regularization; laser remote sensing |
Issue: | 907 |
Number of pages: | 19 |
First page: | 150 |
Last Page: | 165 |
Source: | Inverse Problems in Science and Engineering 22 (2014) 1, 150-165 DOI:10.1080/17415977.2013.830615 |
Organizational units: | Mathematisch-Naturwissenschaftliche Fakultät |
DDC classification: | 0 Informatik, Informationswissenschaft, allgemeine Werke / 00 Informatik, Wissen, Systeme / 004 Datenverarbeitung; Informatik |
5 Naturwissenschaften und Mathematik / 53 Physik / 530 Physik | |
Peer review: | Referiert |
Publishing method: | Open Access |
License (German): | Keine öffentliche Lizenz: Unter Urheberrechtsschutz |
External remark: | Bibliographieeintrag der Originalveröffentlichung/Quelle |