DocumentCode
48431
Title
Automatic Earthquake Signal Onset Picking Based on the Continuous Wavelet Transform
Author
Karamzadeh, Nasim ; Javan Doloei, Gholam ; Reza, Ali M.
Author_Institution
International Institute of Earthquake Engineering and Seismology, Seismology , Tehran, Iran
Volume
51
Issue
5
fYear
2013
fDate
May-13
Firstpage
2666
Lastpage
2674
Abstract
This paper presents a method for automatic earthquake signal phase picking based on the continuous wavelet transform (CWT) of the seismogram, namely, the wavelet phase picker (WPP). A characteristic function is defined using the envelope function of CWT coefficients of the vertical component seismogram. The performance of the WPP method is evaluated on a database consisting of more than 460 local seismograms, and the P-phases detected by the algorithm are compared with those reported in the database. This evaluation confirms the high accuracy of automatically detected picks for the majority of seismograms. In addition, the results obtained by the algorithm are compared with a well-known method of P-phase picking referred to as the autoregressive Akaike information criteria. This comparison demonstrates the reliability of the proposed method.
Keywords
Algorithm design and analysis; Continuous wavelet transforms; Discrete wavelet transforms; Earthquakes; Noise measurement; Automatic phase picking; P-phase detection; continuous wavelet transform (CWT); earthquake signal onset picking;
fLanguage
English
Journal_Title
Geoscience and Remote Sensing, IEEE Transactions on
Publisher
ieee
ISSN
0196-2892
Type
jour
DOI
10.1109/TGRS.2012.2213824
Filename
6316143
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