TY - JOUR A1 - Böckmann, Christine A1 - Osterloh, Lukas T1 - Runge-Kutta type regularization method for inversion of spheroidal particle distribution from limited optical data JF - Inverse problems in science and engineering N2 - 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. KW - inverse ill-posed problem KW - iterative regularization KW - integral equation KW - laser remote sensing KW - inverse scattering KW - aerosol size distribution KW - 65R32 KW - 47A52 KW - 65R20 KW - 78A46 Y1 - 2014 U6 - https://doi.org/10.1080/17415977.2013.830615 SN - 1741-5977 SN - 1741-5985 VL - 22 IS - 1 SP - 150 EP - 165 PB - Routledge, Taylor & Francis Group CY - Abingdon ER -