Neural Network Classification of the Cause–Effect Relationship between Substorm Activity and Structural Elements of Solar Wind Magnetic Clouds.

Autor: Barkhatov, N. A., Vorobjev, V. G., Revunov, S. E., Barkhatova, O. M., Revunova, E. A., Yagodkina, O. I.
Zdroj: Bulletin of the Russian Academy of Sciences: Physics; Mar2022, Vol. 86 Issue 3, p256-261, 6p
Abstrakt: Images are created of the causal relationship between substorm activity and the characteristics of such large-scale solar fluxes as magnetic clouds interacting with the Earth's magnetosphere. An artificial neural network of the Kohonen layer type is used to classify these images. The results from classification identify selected classes of substorms with perturbations in parameters of the solar wind and interplanetary magnetic field that are typical of structural elements of magnetic clouds. [ABSTRACT FROM AUTHOR]
Databáze: Complementary Index
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