Seismic noise study for accurate P-wave arrival detection via MODWT

被引:30
|
作者
Hafez, Ali G. [1 ,2 ]
Rabie, Mostafa [3 ]
Kohda, T. [4 ]
机构
[1] Kyushu Univ, LTLab Inc, Higashi Ku, Fukuoka 8128581, Japan
[2] Natl Res Inst Astron & Geophys, Helwan 11722, Egypt
[3] Menia Univ, Fac Engn, Dept Elect Engn, Al Minya, Egypt
[4] Kyushu Univ, Dept Informat, Nishi Ku, Fukuoka 8128581, Japan
关键词
Automatic picking; P-wave arrival; MODWT; Wavelets; Earthquakes; PHASE IDENTIFICATION; PICKING; TRANSFORM;
D O I
10.1016/j.cageo.2012.12.002
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The arrival timing of the onset of microseisms and weak events is difficult to be picked even manually. The proposed algorithm uses the maximal-overlap discrete wavelet transform (MODWT) to perform manual detection for such weak events. A seismic noise analysis was done to choose the best criteria for showing clear P-wave arrival. This algorithm is also used as an accurate automatic P-wave picking algorithm. The noise level at a seismic station does not affect the proposed picking algorithm because it adapts itself to the noise level in front of each earthquake. Local events recorded by the Egyptian National Seismic Network (ENSN) were used to test this proposed algorithm. The overall average error was found to be 0.02 s. (C) 2012 Elsevier Ltd. All rights reserved.
引用
收藏
页码:148 / 159
页数:12
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