• 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