Title :
Assimilative modeling of low latitude ionosphere
Author :
Xiaoqing Pi ; Chunming Wang ; Rosen, I.G.
Author_Institution :
Dept. of Math., Univ. of Southern California, Los Angeles, CA, USA
Abstract :
In this paper we present an observation system simulation experiment for modeling low-latitude ionosphere using a 3-dimensional (3-D) global assimilative ionospheric model (GAIM). The experiment is conducted to test the effectiveness of GAIM with a 4-D variational approach (4DVAR) in estimation of the ExB drift and thermospheric wind in the magnetic meridional planes simultaneously for all longitude or local time sectors. The operational Global Positioning System (GPS) satellites and the ground-based global CPS receiver network of the International CPS Service are used in the experiment as the data assimilation source. The optimization of the ionospheric state (electron density) modeling is performed through a nonlinear least-squares minimization process that adjusts the dynamical forces to reduce the difference between the modeled and observed slant total electron content in the entire modeled region. The present experiment for multiple force estimations reinforces our previous assessment made through single driver estimations conducted for the ExB drift only.
Keywords :
Global Positioning System; ionospheric electromagnetic wave propagation; 4-D variational approach; assimilative modeling; ground-based global CPS receiver network; local time sectors; longitude sectors; low latitude ionosphere; magnetic meridional planes; nonlinear least-squares minimization process; operational Global Positioning System; slant total electron content; thermospheric wind; Electrons; Geomagnetism; Global Positioning System; Ionosphere; Mathematical model; Plasmas; Predictive models; Propulsion; State estimation; Testing;
Conference_Titel :
Position Location and Navigation Symposium, 2004. PLANS 2004
Print_ISBN :
0-7803-8416-4
DOI :
10.1109/PLANS.2004.1309040