Detection of short time transients from spectrograms using scan statistics

Bulletin of the Seismological Society of America

Volumn 100, Issue 5 A, 2010, Pages 1940-1951

  Taylor, Steven R ^a   Arrowsmith, Stephen J ^b   Anderson, Dale N ^b  

^a Rocky Mountain Geophysics   (United States)

^b LOS ALAMOS NATIONAL LABORATORY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ACOUSTIC DATA; ARRIVAL TIME; ATTENUATION PROPERTIES; BERNOULLI; BINOMIAL DISTRIBUTION; BITMAP IMAGES; CHEMICAL SURFACES; COUNTS-AS; DATA FUSION TECHNIQUE; FALSE DETECTIONS; FUNCTION OF TIME; GRAY SCALE; GRID SEARCH; HYPOTHESIS TESTS; MARGINAL DISTRIBUTION; MULTIPLE CHANNELS; NOISE FIELDS; P-VALUES; PROBABILITY MODELS; PROBABILITY OF DETECTION; SCAN STATISTICS; SIGNAL TRANSIENT; SINGLE-CHANNEL; SPECTROGRAMS; TIME FREQUENCY; TIME TRANSIENT; TIME WINDOWS; VERTICAL STRIPE;

DETECTORS; EXPLOSIONS; PROBABILITY DISTRIBUTIONS; SPECTROGRAPHS; TRANSIENTS;

SIGNAL DETECTION;

ARRIVAL TIME; DETECTION METHOD; PIXEL; PROBABILITY; SEISMIC WAVE; SIGNAL PROCESSING; STATISTICAL ANALYSIS;

EID: 77957724295     PISSN: 00371106     EISSN: None     Source Type: Journal    
DOI: 10.1785/0120100017     Document Type: Article

References (32)

1. Allen, R. (1982). Automatic phase pickers: Their present use and future projects, Bull. Seismol. Soc. Am. 72, S225-S442.
2. Anderson, D. N., and S. R. Taylor (2002). Application of regularized discrimination analysis to regional seismic event identification, Bull. Seismol. Soc. Am. 92, 2391-2399.
3. Anderson, D. N., D. K. Fagan, M. A. Tinker, G. D. Kraft, and K. D. Hutchenson (2007). A mathematical statistics formulation of the teleseismic explosion identification problem with multiple discriminants, Bull. Seismol. Soc. Am. 97, 1730-1741.
4. Arrowsmith, S., R. Whitaker, S. R. Taylor, R. Burlacu, B. Stump, M. Hedlin, G. Randall, C. Hayward, and D. ReVelle (2008). Regional monitoring of infrasound events using multiple arrays: Application to Utah and Washington State, Geophys. J. Int. 175, 291-300.
5. Arrowsmith, S. J. (2009). The use of seismo-acoustics for proliferation detection, Los Alamos National Laboratory, Los Alamos, New Mexico, LA-UR-09-07822.
6. Arrowsmith, S. J., M. D. Arrowsmith, M. A. H. Hedlin, and B. Stump (2006). Discrimination of delay-fired mine blasts in Wyoming using an automatic time-frequency discriminant, Bull. Seismol. Soc. Am. 96, 2368-2382.
7. Bailey, T. L., and M. Gribskov (1998). Combining evidence using p-values: Application to sequence homology searches, Bioinformatics 14, 48-54.
8. Blandford, R. R. (1974). An automatic event detector at the Tonto Forest seismic observatory, Geophys. 39, 633-643.
9. Brown, D. J., R. Whitaker, B. L. N. Kennett, and C. Tarlowski (2008). Automatic infrasonic detection using the Hough transform, J. Geophys. Res. 113, D17105, doi 10.1029/2008JD009822.
10. Douglas, A. (1998). Making the most of the recordings from short-period seismometer arrays, Bull. Seismol. Soc. Am. 88, 1155-1170.
11. Dziewonski, A., S. Bloch, and M. Landisman (1969). A technique for the analysis of transient seismic signals, Bull. Seismol. Soc. Am. 59, 427-444.
12. Fisk, M. D., S. R. Taylor, W. R. Walter, and G. E. Randall (2009). Seismic event discrimination using two-dimensional grids of regional spectral ratios: Applications to Novaya Zemlya and the Korean Peninsula, Proc. of the 31st Monitoring Research Review, Tucson, Arizona.
13. Friedman, J. (1989). Regularized discriminant analysis, J. Am. Stat. Assoc. 84, 65-175.
14. Gonzalez, R. C., and R. E. Woods (2002). Digital Image Processing, Pearson Prentice Hall, Upper Saddle River, New Jersey, 793 pp.
15. ®, Pearson Prentice Hall, Upper Saddle River, New Jersey, 609 pp.
16. Guerriero, M., P. Willett, and J. Glaz (2008). Target detection in sensor network using a Zamboni and scan statistics, IEEE International Conf. on Acoustics, Speech and Signal Processing, 2425-2428.
17. Guerriero, M., P. Willett, and J. Glaz (2009). Distributed target detection in sensor networks using scan statistics, IEEE Trans. on Signal Processing 57, 2629-2639.
18. Hedlin, M. A. H., J. B. Minster, and J. A. Orcutt (1989). The time-frequency characteristics of quarry blasts and calibration explosions recorded in Kazakhstan, USSR, Geophys. J. Int. 99, 109-121.
19. Hedlin, M. A. H., J. B. Minster, and J. A. Orcutt (1990). An automatic means to discriminate between earthquakes and quarry blasts, Bull. Seismol. Soc. Am. 80, 2143-2160.
20. Kay, S. M. (1998). Fundamentals of Statistical Signal Processing: Detection Theory, Prentice-Hall, Inc., Upper Saddle River, New Jersey, 560 pp.
21. Lees, J. M., E. I. Gordeev, and M. Ripepe (2004), Explosions and periodic tremor at Karymsky volcano, Kamchatka, Russia, Geophys. J. Int. 158, 1151-1167.
22. McLachlan, G. J. (1992). Discriminant Analysis and Statistical Pattern Recognition, Wiley, New York.
23. Naiman, D. Q., and C. E. Priebe (2001). Computing scan statistic p values using importance sampling, with applications to genetics and medical image analysis, J. Comp. and Graphical Stat. 10, 296-328.
24. Niu, R., and P. K. Varshney (2008). Performance analysis of distributed detection in a random sensor field, IEEE Trans. on Signal Processing 56, 339-349.
25. Oppenheim, A. V., and R. W. Schafer (1989). Discrete-Time Signal Processing, Prentice-Hall, Englewood Cliffs, New Jersey, 879 pp.
26. Otsu, N. (1979). A threshold selection method from gray-level histograms, IEEE Trans. on Systems, Man and Cybernetics 9, 62-66.
27. Rohatgi, V. K. (1976). An Introduction to Probability Theory and Mathematical Statistics, Wiley, New York, 684 pp.
28. Shumway, R. H., and D. S. Stoffer (2000). Time Series Analysis and Its Applications, Springer-Verlag, New York.
29. Taylor, S. R. (2009). Recommendations for fractional grid count MDAC 2D misfit functions, Rocky Mountain Geophysics, Los Alamos, New Mexico, RMG-2009-003.
30. Taylor, S. R., A. A. Velasco, H. E. Hartse, W. S. Phillips, W. R. Walter, and A. J. Rodgers (2002). Amplitude corrections for regional seismic discriminants, Pure. App. Geophys. 159, 623-650.
31. Wang, J., and T. L. Teng (1995). Artificial neural network-based seismic detector, Bull. Seismol. Soc. Am. 85, 308-319.
32. Withers, M., R. Aster, C. Young, J. Beiriger, M. Harris, S. Moore, and J. Trujillo (1998). A comparison of select trigger algorithms for automated global seismic phase and event detection, Bull. Seismol. Soc. Am. 88, 95-106.