Estimation of geomagnetic field disturbance using the wavelet transform

This paper discusses the main aspects of geomagnetic data processing using the wavelet transform. The wavelet transform is shown to be efficient for automatic extraction of unperturbed level of the horizontal component of the Earth’s magnetic field. As a result, it becomes possible to significantly...

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Veröffentlicht in:Pattern recognition and image analysis Jg. 26; H. 4; S. 773 - 781
Hauptverfasser: Mandrikova, O. V., Solovjev, I. S., Khomutov, S. Yu, Baishev, D. G., Geppener, V. V., Klionskiy, D. M.
Format: Journal Article
Sprache:Englisch
Veröffentlicht: Moscow Pleiades Publishing 01.10.2016
Springer Nature B.V
Schlagworte:
Analysis
Applied Problems
Automation
Computer Science
Data processing
Disturbances
Geomagnetic fields
Geomagnetism
Image Processing and Computer Vision
Magnetic fields
Magnetism
Mathematical analysis
Observatories
Pattern Recognition
Propagation
Smoothing
Storms
Studies
Wavelet transforms
geomagnetic activity index
geomagnetic data processing
Earth’s magnetic field
magnetic storm
wavelet transform
ISSN:1054-6618, 1555-6212
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Abstract This paper discusses the main aspects of geomagnetic data processing using the wavelet transform. The wavelet transform is shown to be efficient for automatic extraction of unperturbed level of the horizontal component of the Earth’s magnetic field. As a result, it becomes possible to significantly reduce the errors arising during automatic calculations of the local geomagnetic activity index (local K-index) in comparison with adaptive smoothing (KAsm is Adaptative Smoothing method) recommended by INTERMAGNET. It has been found that prior to magnetic storms, we can observe a weak rise of geomagnetic activity in different frequency bands connected with the development of an approaching storm.
AbstractList This paper discusses the main aspects of geomagnetic data processing using the wavelet transform. The wavelet transform is shown to be efficient for automatic extraction of unperturbed level of the horizontal component of the Earth’s magnetic field. As a result, it becomes possible to significantly reduce the errors arising during automatic calculations of the local geomagnetic activity index (local K-index) in comparison with adaptive smoothing (KAsm is Adaptative Smoothing method) recommended by INTERMAGNET. It has been found that prior to magnetic storms, we can observe a weak rise of geomagnetic activity in different frequency bands connected with the development of an approaching storm.
Author Mandrikova, O. V.
Khomutov, S. Yu
Geppener, V. V.
Baishev, D. G.
Klionskiy, D. M.
Solovjev, I. S.
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  surname: Mandrikova
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  givenname: I. S.
  surname: Solovjev
  fullname: Solovjev, I. S.
  organization: Institute of Cosmophysical Research and Radio Wave Propagation, Far Eastern Branch of the Russian Academy of Sciences, St. Petersburg Electrotechnical University “LETI,”
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  givenname: S. Yu
  surname: Khomutov
  fullname: Khomutov, S. Yu
  organization: Shafer Institute of Cosmophysical Research and Aeronomy, Siberian Branch of the Russian Academy of Sciences
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  givenname: D. G.
  surname: Baishev
  fullname: Baishev, D. G.
  organization: Shafer Institute of Cosmophysical Research and Aeronomy, Siberian Branch of the Russian Academy of Sciences
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  givenname: V. V.
  surname: Geppener
  fullname: Geppener, V. V.
  organization: St. Petersburg Electrotechnical University “LETI,”
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  givenname: D. M.
  surname: Klionskiy
  fullname: Klionskiy, D. M.
  email: klio2003@list.ru
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CitedBy_id crossref_primary_10_1051_e3sconf_20186202003
crossref_primary_10_1088_1757_899X_1067_1_012038
crossref_primary_10_1051_e3sconf_20186202002
crossref_primary_10_1109_JSEN_2019_2940298
crossref_primary_10_1051_e3sconf_20172001009
crossref_primary_10_1051_e3sconf_202019602023
Cites_doi 10.1029/2006JA011635
10.1016/j.dsp.2012.08.007
10.1134/S0016793213020102
10.1016/j.jastp.2008.05.007
10.1016/j.asr.2012.07.035
10.1137/1.9781611970104
10.3103/S1062873809030265
ContentType Journal Article
Copyright Pleiades Publishing, Ltd. 2016
Pattern Recognition and Image Analysis is a copyright of Springer, 2016.
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Keywords geomagnetic activity index
geomagnetic data processing
Earth’s magnetic field
magnetic storm
wavelet transform
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Springer Nature B.V
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Snippet This paper discusses the main aspects of geomagnetic data processing using the wavelet transform. The wavelet transform is shown to be efficient for automatic...
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SubjectTerms Analysis
Applied Problems
Automation
Computer Science
Data processing
Disturbances
Geomagnetic fields
Geomagnetism
Image Processing and Computer Vision
Magnetic fields
Magnetism
Mathematical analysis
Observatories
Pattern Recognition
Propagation
Smoothing
Storms
Studies
Wavelet transforms
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Title Estimation of geomagnetic field disturbance using the wavelet transform
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