Title
A Flexible Modeling of Global Plasma Profile Deduced from Wave Data
Abstract
As the plasma profile around the earth varies with local time, season and solar activity, it is important to have a means to determine it in a fine time resolution. In this paper we propose a method to determine the global plasma profile from the satellite observation data. We adopt a stochastic model to represent the distribution of plasma. In the model, the parameters are determined by ABIC(Akaike Bayesian Information Criterion) deduced from observed wave data. The validity of our method was evaluated using simulated data and it is found that the given distributions are successfully reconstructed by smoothing the observation data appropriately.
Year
DOI
Venue
2002
10.1007/3-540-45884-0_32
Progress in Discovery Science
Keywords
Field
DocType
flexible modeling,simulated data,observation data,observed wave data,plasma profile,fine time resolution,global plasma profile,local time,wave data,akaike bayesian information criterion,stochastic model,satellite observation data,seasonality,bayesian information criterion
Data mining,Bayesian information criterion,Akaike information criterion,Simulation,Computer science,Plasmasphere,Algorithm,Satellite observation,Smoothing,Local time,Stochastic modelling,Plasma
Conference
ISBN
Citations 
PageRank 
3-540-43338-4
0
0.34
References 
Authors
2
3
Name
Order
Citations
PageRank
Y Goto101.69
Yoshiya Kasahara223.46
Toru Sato314024.02