TY - JOUR
T1 - Digital Processing and Automatic Picking of Seismic Signals
AU - Jiménez, César
AU - Saavedra, J. Miguel
N1 - Publisher Copyright:
© 2021 World Scientific Publishing Company.
PY - 2021/6
Y1 - 2021/6
N2 - In this research, we have implemented a numerical algorithm to identify the seismic wave parameters: P phase, S phase, amplitude, period and seismic signal duration. We have used the Matlab programming language and the digital signal processing toolbox to conduct the automatic picking of seismic signal parameters. As a mathematical tool, we have used the discrete Fourier transform to study the frequency components of the signal and the Hilbert transform to obtain the envelope signal. The Butterworth filter was used to bandpass the seismic signal, in case of a noisy signal. We have implemented a graphical user interface in Matlab to pick the seismic signals (with options of automatic picking and manual picking). In this way, the routine of picking a great set of seismic signals is easier. The results of the automatic algorithm agree very well with that of a human operator for a Signal/Noise ratio greater than 50, according to the sensitivity test, with an accuracy of around ±0.05s.
AB - In this research, we have implemented a numerical algorithm to identify the seismic wave parameters: P phase, S phase, amplitude, period and seismic signal duration. We have used the Matlab programming language and the digital signal processing toolbox to conduct the automatic picking of seismic signal parameters. As a mathematical tool, we have used the discrete Fourier transform to study the frequency components of the signal and the Hilbert transform to obtain the envelope signal. The Butterworth filter was used to bandpass the seismic signal, in case of a noisy signal. We have implemented a graphical user interface in Matlab to pick the seismic signals (with options of automatic picking and manual picking). In this way, the routine of picking a great set of seismic signals is easier. The results of the automatic algorithm agree very well with that of a human operator for a Signal/Noise ratio greater than 50, according to the sensitivity test, with an accuracy of around ±0.05s.
KW - Seismology
KW - automatic picking
KW - digital signal processing
UR - http://www.scopus.com/inward/record.url?scp=85097901702&partnerID=8YFLogxK
U2 - 10.1142/S1793431121500135
DO - 10.1142/S1793431121500135
M3 - Artículo
AN - SCOPUS:85097901702
SN - 1793-4311
VL - 15
JO - Journal of Earthquake and Tsunami
JF - Journal of Earthquake and Tsunami
IS - 3
M1 - 2150013
ER -