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JOURNALS // Vestnik KRAUNC. Fiziko-Matematicheskie Nauki // Archive

Vestnik KRAUNC. Fiz.-Mat. Nauki, 2019 Volume 29, Number 4, Pages 87–97 (Mi vkam373)

INFORMATION AND COMPUTATION TECHNOLOGIES

Method of noise detection in magnetic data

S. Yu. Papsheva, O. V. Mandrikova, S. Yu. Khomutov

Institute of Cosmophysical Research and Radio Wave Propagation FEB RAS, 684034, Paratunka, Mirnaya st., 7, Russia

Abstract: The method of detection of noise in magnetic data based on wavelet transformation and threshold functions is considered. Efficiency is shown by the results of analysis of fluxgate magnetometer FGE-DTU measurements at Observatory Paratunka, Kamchatka, IKIR FEB RAS. The noise from natural sources such as earthquakes in Kamchatka region and from artificial sources such as the vertical sounding of ionosphere by the ionosonde near Observatory is considered. Detailed time-frequency structure of noise in 2 Hz records of Z and D components is investigated. To automation the method for considered examples of noise the informative scale levels of wavelet-transformation are determined and parameters of threshold functions appreciated.

Keywords: noise in magnetic data, wavelet transform, data analysis.

UDC: 516

MSC: 86-05

DOI: 10.26117/2079-6641-2019-29-4-87-97



© Steklov Math. Inst. of RAS, 2024