Algorithm for recognizing Pc3 geomagnetic pulsations in 1-s data from INTERMAGNET equatorial observatories |
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Authors: | N. R. Zelinskiy N. G. Kleimenova O. V. Kozyreva S. M. Agayan Sh. R. Bogoutdinov A. A. Soloviev |
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Affiliation: | 1. Geophysical Center of the Russian Academy of Sciences, ul. Molodezhnaya 3, Moscow, 119296, Russia 2. Schmidt Institute of Physics of the Earth, Russian Academy of Sciences, ul. Bol’shaya Gruzinskaya 10, Moscow, 123995, Russia
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Abstract: | The methods are suggested for analyzing the data of three-component geomagnetic observations in order to automatically recognize time anomalies-pulsations in the geomagnetic field. These methods include preliminary bandpass filtering of the data, calculating the eigenvalues of the covariance matrix of magnetic components in a moving time window, computing the generalized variance of the eigenvalues (generalization is understood as raising to a power that is distinct from the traditional power of 2), averaging the variance, and identifying the time intervals marked by the presence of pulsations by the criterion of the averaged variance of eigenvalues to exceed a certain threshold specified by the fuzzy-logic methods. |
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