Control of the spatial dynamics of the polar cap and auroral oval based on data from the Greenland network of magnetic stations

Details Control of the spatial dynamics of the polar cap and auroral oval based on data from the Greenland network of magnetic stations Control of the spatial dynamics of the polar cap and auroral oval based on data from the Greenland network of magnetic stations

Apr 2007

adsabs.harvard.edu/cgi-bin/nph-data_query?bibcode=2007ge%26ae..47..216b&link_type=abstract

Geomagnetism and Aeronomy, Volume 47, Issue 2, pp.216-220

Computer Science

Learning

Auroral Phenomena In Magnetosphere

Scientific paper

The technique for determining the spatial location of the polar cap, auroral oval, and subauroral zone of the high-latitude space, based on the geomagnetic data from the Greenland chain of magnetic stations, is proposed. The belonging of a specific station to one of the zones is determined based on the results of operation of a self-learning classification artificial neural network of a Kohonen-layer type. The amplitude-frequency spectra and the matrices of wavelet coefficients for analyzing data from the magnetic observation network are the input calculation parameters.

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