Levenberg-Marquardt Algorithm Applied to Cassini-CAPS Corotational Data

POSTER

Abstract

Plasma corotation flow around Saturn is analyzed using a non-linear, least squares fitting routine based on the Levenberg-Marquardt algorithm, tailored specifically for data from the Cassini Plasma Spectrometer (CAPS). The program assumes the plasma to consist of two species, a light group ($H^+$) and a water group ($W^+$) corotating at the same velocity. It is therefore designed to automatically model a one-dimensional Maxwell- Boltzmann distribution (one for each species) to a large data set and derive the corresponding densities, velocities, and temperatures using minimal computer resources for faster computation. Preliminary results derived by the algorithm are presented for six years of CAPS data, from all longitudes, between 3-10 Saturn radii ($R_S$) and $\pm$10$^{\circ}$ latitude.

Authors

  • Roberto Livi

    University of Texas, San Antonio

  • Jerry Goldstein

    Southwest Research Institute, San Antonio, Southwest Research Institute

  • Jim Burch

    Southwest Research Institute, San Antonio

  • Anna DeJong

    Southwest Research Institute, San Antonio

  • Frank Crary

    Southwest Research Institute, San Antonio

  • Dave Young

    Southwest Research Institute, San Antonio

  • Fran Bagenal

    University of Colorado, Boulder