Russian Journal of Earth Sciences, pages 1-22

Regression Derivatives and Their Application in the Study of Magnetic Storms

Publication typeJournal Article
Publication date2024-02-16
scimago Q3
SJR0.244
CiteScore1.9
Impact factor0.7
ISSN16811178, 16811208, 16811194
General Earth and Planetary Sciences
Abstract

Discrete Mathematical Analysis (DMA) is a data analysis method that uses fuzzy mathematics and fuzzy logic. DMA involves the active participation of the researcher in the study of records, offering technologies and algorithms for analyzing records through the properties of interest to the researcher. In the present work, such properties are related to regression derivatives, and the results obtained are applied to magnetic records. The possibilities of the method in the morphological analysis of geomagnetic storms are demonstrated on the example of three strongest storms that have occurred since the beginning of the current 25th solar cycle.

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