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Journal of Automation and Information Sciences

年間 12 号発行

ISSN 印刷: 1064-2315

ISSN オンライン: 2163-9337

SJR: 0.173 SNIP: 0.588 CiteScore™:: 2

Indexed in

Minimax Approach to Magnetic Storms Forecasting (Dst-index Forecasting)

巻 43, 発行 3, 2011, pp. 67-82
DOI: 10.1615/JAutomatInfScien.v43.i3.70
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要約

The solution of the problem of forecasting the main parameter of magnetic storms, the Dst-index, using autoregressive models and measurements of the solar wind parameters, is considered. On the basis of the brief analysis of the physical processes during magnetic storm, the main dynamic characteristics of the Dst-index are given. The possibility in principle of forecasting the Dst-index over the time longer than the transport delay of spread of the solar wind disturbance from the measurement point to the head of the magnetosphere is investigated in detail. The minimax approach to identification of the parameters of forecast models is proposed and justified. The use of this technique on the basis of real measurement data is illustrated.

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