Identification and picking of S phase using an artificial neural network

Bulletin of the Seismological Society of America

Volumn 87, Issue 5, 1997, Pages 1140-1149

  Wang, Jin ^a,b   Teng, Ta Liang ^b  

^a Center for Monitoring Research Arlington   (United States)

^b UNIVERSITY OF SOUTHERN CALIFORNIA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL NEURAL NETWORK; S PHASE;

EID: 0031403494     PISSN: 00371106     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (31)

1. Alexander, S. S., R. Hsu, and D. R. Baumgardt (1992). Identification of earthquakes and explosions, using pattern recognition techniques on frequency-slowness seismic images (abstract) EOS 73, 360.
2. Allen, R. V. (1978). Autoamtic earthquake recognition and timing from single trace, Bull. Seism. Soc. Am. 68, 1521-1532.
3. Allen, R. V. (1978). Autoamtic phase pickers: their present use and future prospects, Bull. Seism. Soc. Am. 72, S225-S242.
4. Bache, T. C., S. R. Bratt, J. Wang, R. M. Fung, C. Kobryn, and J. W. Given (1990). The intelligent monitoring system, Bull. Seism. Soc. Am. 80, 1833-1851.
5. Cichowicz, A. (1993). An automatic S-phase picker, Bull. Seism. Soc. Am. 83, 180-189.
6. Dai, H. and C. MacBeth (1995). Automatic picking of seismic arrivals in local earthquake data using an artificial neural network, Geophys. J. Int. 120, 758-774.
7. Dowla, F. U., S. R. Taylor, and R. W. Anderson (1990). Seismic discrimination with artificial neural networks: preliminary results with regional spectral data, Bull. Seism. Soc. Am. 80, 1346-1373.
8. Dysart, P. S. and J. J. Pulli (1990). Regional seismic event classification at the NORESS array: seismological measurments and the use of trained neural networks, Bull. Seism. Soc. Am. 80, 1910-1933
9. Flinn, E. A. (1965). Signal analysis using rectilinearity and direction of particle motion, Proc. IEEE 53, 1874-1876.
10. Goforth, T. and E. Herrin (1981). An automatic seismic signal detection algorithm based on the Walsh transform, Bull. Seism. Soc. Am. 71, 1351-1360.
11. Haykin, S. (1991). Adaptive Filter Theory. Prentice-Hall, Inc., Englewood Cliffs, New Jersey, 307-309.
12. Jurkevics, A. (1988). Polarization analysis of three-component array data, Bull. Seism. Soc. Am. 78, 1725-1743.
13. Katz, S. and K. Aki (1992). Experiments with a neural net based earthquake alarm (abstract), EOS 73, 366.
14. Kvaerna, T. (1994). Automatic processing of data from small-aperture arrays and seismograph networks in the context of seismic verification, Ph.D. Dissertation, University of Oslo, Norway.
15. n). short-time, long-time, and coda energy measurements, Bull. Seism. Soc. Am. 83, 488-503.
16. Matsumura, S. and K. Hamada (1976). Determination of P wave onset times by a digital computer, ZISIN 2 29, 383-394 (in Japanese).
17. McCormack, M. D., D. E. Zaucha, and D. W. Dushek (1993). First-break networks, Geophysics 58, 67-78.
18. Murat, M. E. and A. J. Rudman (1992). Automated 1st arrival picking - a neural network approach, Geophys. Prospect. 40, 587-604.
19. Rath, G. and A. Tarantola (1994). Neural networks and inversion of seismic data, J. Geophys. Res. 99, 6753-6768.
20. Sereno, T. J. and G. B. Patnaik (1993). Initial wave-type identification with version 3.0, Special Technical Report SAIC-93/1219.
21. Stewart, S. W. (1977). Real-time detection and location seismic events in central California, Bull. Seism. Soc. Am. 67, 433-452.
22. Tarvainen, M. (1991). Detecting local and regional seismic events using the data-adaptive method at the VAF seismograph station in Finland, Bull. Seism. Soc. Am. 81, 1373-1379.
23. Teng, T.-I. and M. Hsu (1986). A seismic telemetry system of large dynamic range, Bull. Seism. Soc. Am. 74, 1461-1471.
24. Tsvang, S. L., V. I. Pinsky, and E. S. Husebye (1993). Enhanced seismic source discrimination using NORESS recordings from Eurasian events, Geophys. J. Int. 112, 1-14.
25. Tung, A. T. Y., F. S. Wong, and W. Dong (1994). Prediction of the spatial distributon of the Modified Mercalli intensity using neural networks, Earthquake Eng. Struct. Dyn. 23, 49-62.
26. Wang, J. (1995). Application of artificial neural networks in real-time seismonology and surface-wave profiling of the lithosphere beneath the Mojave desert, ph.D. Dissertation, University of Southern California.
27. Wang, J. and T.-I. Teng (1992). Neural network-based seismic detector for seismic triggering and P-picking (abstract), EOS 73, 400.
28. Wang, J. and T.-I. Teng (1995). Artificial neural network-based seismic detector, Bull. Seism. Soc. Am. 85, 308-319.
29. Wang, L. X. (1992). A neural detector for seismic reflectivity sequences, IEEE Trans. Neural Networks 3, 338-340.
30. Wang, L. X. and J. Mendel (1992). Adaptive minimum prediction-error deconvolution and source wavelet estimation using Hopfield neural networks, Geophysics 57, 670-679.
31. Wessel, P. and W. H. F. Smith (1991). Free Software helps map and display data, EOS 72, 441, 445-446.