Using neural networks to discriminate between genuine and spurious seismic events in mines

Pure and Applied Geophysics

Volumn 154, Issue 1, 1999, Pages 41-56

  Finnie, Gerard John ^a  

^a NONE

Author keywords

Discrimination; Neural networks; Seismic

Indexed keywords

ARTIFICIAL NEURAL NETWORK; MINING-INDUCED SEISMICITY; SEISMIC DISCRIMINATION;

EID: 0033043809     PISSN: 00334553     EISSN: None     Source Type: Journal    
DOI: 10.1007/s000240050220     Document Type: Article

References (15)

1. max of Large Earthquakes, J. Geophys. Res. 92, 1349-1355.
2. ANDREWS, D. J., Objective determination of source parameters and similarity of earthquakes of different sire. In Earthquake Source Mechanics (eds. Das, S., Boatwright, J., and Scholz, C. H.) (Am. Geophys. Union, Washington, D.C., 6, 1986) pp. 259-267.
3. DI BONA, M., and ROVELLI, A. (1988), Effects of the Bandwidth Limitations on Stress Drops Estimated from Integrals of the Ground Motion, Bull. Seismol. Soc. Am. 78, 1818-1825.
4. DOLWA, F., TAYLOR, S., and ANDERSON, R. (1990), Seismic Discrimination with Artificial Neural Networks: Preliminary Results with Regional Spectra Data, Bull. Seismol. Soc. Am. 80, 1346-1373.
5. GIBOWICZ, S. J., HARJES, H. P., and SCHÄLER, M. (1990), Source Parameters of Seismic Events at Heinrich Robert Mine, Ruhr Basin, Federal Republic of Germany: Evidence for Non-double-couple Events, Bull. Seismol. Soc. Am. 80, 88-109.
6. GIBOWICZ, S. J., and KIJKO, A., An Introduction to Mining Seismology (Academic Press, San Diago 1994).
7. GUTENBERG, B., and RICHTER, C. F. (1944), Frequency of Earthquakes in California, Bull. Seismol. Soc. Am. 34, 185-188.
8. HAYKIN, S., Neural Networks: A Comprehensive Foundation (Macmillan College Publishing Company, New York 1994).
9. MENDECKI, A. J., and NIEWIADOMSKI, J., Spectral analysis and seismic source parameters. In Seismic Monitoring in Mines (ed. Mendecki, A. J.) (Chapman & Hall, London 1997) pp. 144-158.
10. MENDECKI, A. J., and SCIOCATTI, M., Location of seismic events. In Seismic Monitoring in Mines (ed. Mendecki, A. J.) (Chapman & Hall, London 1997) pp. 87-107.
11. MENDECKI, A. J., and VAN ASWEGEN, G. (1997), Mine Layout, Geological Features and Seismic Hazard, Safety in Mines Research Advisory Committee Project Number GAP303 (ISS International, Welkom, South Africa).
12. MOUNTFORT, P., and MENDECKI, A. J., Seismic monitoring systems. In Seismic Monitoring in Mines (ed. Mendecki, A. J.) (Chapman & Hall, London 1997) pp. 21-40.
13. RUNDLE, J. B. (1989), Derivation of Complete Gutenberg-Richter Magnitude-frequency Relation Using the Principle of Scale Invariance, J. Geophys. Res. 94, 12337-12342.
14. STANKIEWICZ, T. (1989), Stochastic Model of Seismic Activity and its Application to Seismic Hazard Estimates in Mines, Ph.D. Thesis, Inst. Geophys., Pol. Acad. Sc., Warsaw (in Polish).
15. ZHIZHIN, M., GVISHIANI, A., BONNIN, J., MADARIAGA, R., MOHAMMADIOUN, B., and ROULAND, (1993), Syntactic pattern recognition scheme (SPARS) applied to seismological wareform analysis. In Proceedings of the workshop: Dynamical Systems and Artificial Intelligence Applied to Data Banks in Geophysics, 15-17 November, 1993 (eds. Bonnin, J., Ducarme, B., Dubois, J., and Gvishiani, A. D. 1993) (Joseph Beffort, Luxembourg 1995).