Simultaneous inversion of source parameters and attenuation factor using genetic algorithms

Bulletin of the Seismological Society of America

Volumn 95, Issue 4, 2005, Pages 1401-1411

  Jiménez, Abigail ^a   García, José Manuel ^a   Romacho, Maria Dolores ^a  

^a UNIVERSITY OF ALMERÍA   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

EARTHQUAKES; GENETIC ALGORITHMS; MATHEMATICAL MODELS; OPTIMIZATION; SEISMIC WAVES; SPECTRUM ANALYSIS;

ATTENUATION FACTOR; BOATWRIGHT SOURCE MODEL; SEISMIC MOMENTS; SEISMIC SPECTRUM; SOURCE PARAMETERS;

SEISMOLOGY;

DATA PROCESSING; EARTHQUAKE; SEISMIC ATTENUATION; SOURCE PARAMETERS;

EID: 24944496502     PISSN: 00371106     EISSN: None     Source Type: Journal    
DOI: 10.1785/0120040116     Document Type: Article

References (68)

1. L using seismograms recorded at 2.5 km. depth, J. Geophys. Res. 100, 24,015-24,036.
2. Abercrombie, R. E. (1997). Near surface attenuation and site effects from comparison of surface and deep borehole recordings, Bull. Seism. Soc. Am. 87, 731-744.
3. Aki, K., and P. G. Richards (1980). Quantitative Seismology, Theory and Methods, Freeman & Company, San Francisco, California.
4. Alguacil, G., J. M. Guirao, F. Gómez, F. Vidal, and F. de Miguel (1990). Red Sísmica de Andalucía (RSA): a digital PC-based seismic network. Cahiers du Centre Européen de Géodynamique et de Séismologie 1, 19-27.
5. Archuleta, R., E. Cranswick, C. Mueller, and P. Spudich (1982). Source parameters of the 1980 Mammoth Lakes, California, earthquake sequence, J. Geophys. Res. 87, 4595-4607.
6. Bartlett, G. (1995). Genie: A first GA, in Practical Handbook of Genetic Algorithms, L. Chambers (Editor), Van Nostrand Reinhold, New York.
7. Billings, S., B. Kenneth, and M. Sambridge (1994). Hypocentre location: genetic algorithms incorporating problem specific information, Geophys. J. Int. 118, 693-706.
8. Boatwright, J. (1978). Detailed spectral analysis of two small New York state earthquakes, Bull. Seism. Soc. Am. 68, 1117-1131.
9. Boschetti, F., M. C. Dentith, and R. D. List (1996). Inversion of seismic refraction data using genetic algorithms, Geophysics 61, 1715-1727.
10. Brune, J. N. (1970). Tectonic stress and the spectra of seismic shear waves from earthquakes, J. Geophys. Res. 75, 4997-5009.
11. Brune, J. N. (1971). Correction to Tectonic stress and the spectra of seismic shear waves from earthquakes by J. N. Brune, J. Geophys. Res. 76, 5002.
12. Davis, L. (Editor) (1991). Handbook of Genetic Algorithms, Van Nostrand Reinhold, New York.
13. De Jong, K. (1975). An analysis of the behavior of a class of genetic adaptive systems, Ph.D. Thesis, University of Michigan, Ann Arbor, Michigan.
14. Del Pezzo, E., J. Ibáñez, J. Morales, A. Akinci, and R. Maresca (1995). Measurements of intrinsic and scattering seismic attenuation in the crust, Bull. Seism. Soc. Am. 85, 1373-1380.
15. Del Pezzo, E., S. de Martino, F. de Miguel, J. M. Ibáñez, and S. Sorgente (1991). Characteristics of the seismic attenuation in two tectonically active zones of Southern Europe, Pageoph, 135, 91-106.
16. Eshelman, L. J., and J. D. Schaffer (1991). Preventing premature convergence in genetic algorithms by preventing incest, in Proceedings of Fourth International Conference on Genetic Algorithms, R. K. Belew and L. B. Booker (Editors), San Diego, California, July 1991, Morgan Kaufmann, 115-122.
17. Fehler, M., and W. S. Phillips (1991). Simultaneous inversion for Q and source parameters of microearthquakes accompanying hydraulic fracturing in granitic rock, Bull. Seism. Soc. Am. 81, 553-575.
18. Frankel, A., and H. Kanamori (1983). Determination of rupture duration and stress drop for earthquakes in southern California, Bull. Seism. Soc. Am. 73, 1527-1551.
19. Frankel, A., and L. Wennerberg (1989). Microearthquake spectra from the Anza, California, seismic network: site response and source scaling, Bull. Seism. Soc. Am. 79, 581-609.
20. L 3 earthquakes near Anza, southern California, J. Geophys. Res. 91, 12,633-12,650.
21. García, J. M., M. D. Romacho, and A. Jiménez (2004). Determination of near-surface attenuation, With κ parameter, to obtain the seismic moment, stress drop, source dimension and seismic energy for microearthquakes in the Granada Basin (southern Spain), Phys. Earth Planet. Interiors 141, 9-26.
22. García, J. M., F. Vidal, M. D. Romacho, J. M. Martín-Marfil, A. Posadas, and F. Luzón (1996). Seismic source parameters for microearthquakes of the Granada basin (southern Spain), Tectonophysics 261, 51-66.
23. Gibowicz, S. J., H. P. Harjes, and M. Shäfer (1990). Source parameters of seismic events at Heinrich Robert mine, Ruhr basin, Federal Republic of Germany: evidence for non double-couple events, Bull. Seism. Soc. Am. 80, 1157-1182.
24. Goldberg, D. E. (1989). Genetic algorithms, in Search, Optimization and Machine Learning, Addison-Wesley, Reading, Massachusetts.
25. Goldberg, D. E., and J. Richardson (1987). Genetic algorithms with sharing for multimodal function optimization, in Genetic Algorithms and their Applications (ICGA'87). J. J. Grefenstette (Editor), Lawrence Erlbaum Associates, Mahwah, New Jersey, 41-49.
26. Grefenstette, J. J. (1992). Genetic algorithms for changing environments, in Parallel Problem Solving from Nature, 2, R. Männer and B. Manderich (Editors), Elsevier, Amsterdam 137-144.
27. Hanks, Th. C., and M. Wyss (1972). The use of body-wave spectra in the determination of seismic-source parameters, Bull. Seism. Soc. Am. 62, 561-589.
28. max, Bull. Seism. Soc. Am. 77, 1883-1904.
29. Hermann, R. B. (1985). An extension of random vibration theory estimates of strong ground motion to large distances, Bull. Seism. Soc. Am. 75, 1447-1453.
30. Holland, J. (1975). Adaptation in Natural and Artificial Systems, Ph.D. Thesis, University of Michigan Press, Ann Arbor.
31. Hough, S. E., and D. S. Dreger (1995). Source parameters of the 23 April 1992 M 6.1 Joshua Tree, California, earthquake and its aftershocks: empirical Green's functions analysis of GEOS and Terrascope data, Bull. Seism. Soc. Am. 85, 1576-1590.
32. Hough, S. E., K. Jacob, R. Busby, and P. Friberg (1989). Ground motion from a magnitude 3.5 earthquake near Massena, New York: evidence for poor resolution of corner frequency for small events, Seism. Res. Lett. 60, 95-1000.
33. Ibáñez, J. M., F. de Miguel, G. Alguacil, J. Morales, F. Vidal, E. del Pezzo, and A. M. Posadas (1991). Coda Q analysis of the digital data in the Central Betics, Rev. Geofisica 47, 59-74.
34. Ibáñez, J. M., E. del Pezzo, G. Alguacil, F. de Miguel, J. Morales, S. de Martino, C. Sabbarese, and A. M. Posadas (1993). Geometrical spreading function for short-period S and coda waves recorded in southern Spain, Phys. Earth Planet. Interiors 80, 25-36.
35. Ichinose, G. A., K. D. Smith, and J. G. Anderson (1997). Source parameters of the 15 November 1995 Border Town, Nevada, earthquake sequence, Bull. Seism. Soc. Am. 87, 652-667.
36. Irikura, K. (1986). Prediction of strong acceleration motions using empirical Green's function, Proc. 7th Japan Earthquake Eng. Symp. 151-156.
37. Jin, A., C. A. Moya, and M. Ando (2000). Simultaneous determination of site responses and source parameters of small earthquakes along the Atotsugawa fault zone, central Japan, Bull. Seism. Soc. Am. 90, 1430-1445.
38. Knopoff, L. (1964). Q. Rev. Geophys. 2, 625-660.
39. Larrañaga, P., and M. Poza (1994). Structure learning of Bayesian network by genetic algorithms, in New Approaches in Classification and Data Analysis, E. Diday (Editor), Springer-Verlag, Heldelberg, 300-307.
40. Mahfoud, S. W. (1995). Niching methods for genetic algorithms, Ph.D. Thesis, University of Illinois.
41. Margaris, B. N., and P. M. Hatzidimitriou (2002). Source spectral scaling and stress release estimates using strong-motion records in Greece, Bull. Seism. Soc. Am. 92, 1040-1059.
42. MATLAB documentation: www.mathworks.com/ (last accessed May 2005).
43. Menke, W., and B. Dubendorff (1985). Discriminating intrinsic and apparent attenuation in layered rock, Geophys. Res. Lett. 12, 721-724.
44. Michalewicz, Z. (1992). Genetic Algorithms + Data Structures = Evolution Programs, Springer-Verlag, Berlin Heidelberg.
45. de Miguel, F., F. Vidal, G. Alguacil, and J. M. Guirao (1989). Spatial and energetic trends of the microearthquakes activity in the central Betics, Geodinamica Acta 3, 87-94.
46. Miyake, H., T. Iwata, and K. Irikura (1999). Strong ground motion simulation and source modeling of the Kagoshima-ken Hokuseibu earthquakes of March 26 (MJMA6.5) and May 13 (MTM6.3),1997, using empirical Green's function method, Zisin 2 (J. Seism. Soc. Jpn.) 51, 431-442 (in Japanese with English abstract).
47. Morales, J., F. Vidal, F. de Miguel, G. Alguacil, A. M. Posadas, J. M. Ibáñez, A. Guzman, and J. M. Guirao (1990). Basement structure of the Granada Basin, Betic Cordillera (southern Spain), Tectonophysics 177, 337-348.
48. Mori, J., and A. Frankel (1990). Source parameters for small events associated with the 1986 north Palm Springs, California, earthquakes determined using empirical Green's functions, Bull. Seism. Soc. Am. 80, 278-295.
49. O'Neill, M. E., and J. H. Healy (1973). Determination of source parameters of small earthquakes from P-wave rise time, Bull. Seism. Soc. Am. 63, 599-614.
50. Ordaz, M., and S. K. Singh (1992). Source spectra and spectral attenuation of seismic waves from Mexican earthquakes, and evidence of amplification in the hill zone of Mexico City, Bull, Seism. Soc. Am. 82, 24-43.
51. ORIGIN User's Manual (1997). Microcal Software, Inc., Origin Lab Corporation, Northampton, Massachusetts.
52. Prejean, S. G., and W. L. Ellsworth (2001). Observations of earthquake source parameters at 2 km depth in the Long Valley Caldera, Eastern California, Bull. Seism. Soc. Am. 91, 165-177.
53. Pujades, L. G., J. A. Canas, J. J. Egozcue, M. A. Puigvi, J. Gallart, X. Lana, J. Pons, and A. Casas (1990). Coda Q distribution in the Iberian Peninsula, Geophys. J. Int. 100, 285-301.
54. Reeves, C. (1993). Modern Heuristic Techniques for Combinatorial Problems, Blackwell Scientific Publications, Oxford, U.K.
55. Roumelioti, Z., A. Kiratzi, and D. Dreger (2004). The source process of the 2001 July 26 Skyros Island (Greece) earthquake, Geophys. J. Int. 156, 541-548.
56. Schaffer, J. D., R. Caruana, L. J. Eshelman, and R. Das (1989). A study of control parameters affecting online performance of genetic algorithms for function optimization, in Proceedings of the Third International Conference on Genetic Algorithms, 51-60.
57. Singh, S. K., R. J. Apsel, J. Fried, and J. N. Brune (1982). Spectral attenuation of SH waves along the Imperial fault, Bull. Seism. Soc. Am. 72, 2003-2016.
58. Sirag, D. J., and P. T. Weisser (1987). Toward a unified thermodynamic genetic operator, in Genetic Algorithms and Their Applications: Proceedings of the Second Interaational Conference on Genetic Algorithms and Their Applications, Lawrence Elbaum, Cambridge, Massactrusetts, 116-122.
59. Snoke, J. A. (1987). Stable determination of (Brune) stress drops, Bull. Seism. Soc. Am. 77, 530-538.
60. Sokolov, V. Y. (1998). Spectral parameters of the ground motions in Caucasian seismogenic zones, Bull. Seism. Soc. Am. 88, 1438-1444.
61. Stoffa, P. L., M. K. Sen, C. Valera, and R. K. Chunduru (1994). Geophysical applications of global optimization methods, Eur. Assoc. Explor. Geophys. 56, 134.
62. Syswerda, G. (1989). Uniform crossover in genetic algorithms, in Proceedings of the Third International Conference on Genetic Algorithms, Morgan Kauffman, 2-8.
63. Tiampo, K. F., J. B. Rundle, J. Fernández, and J. O. Langbein (2002). Spherical and ellipsoidal volcanic sources at Long Valley caldera, California, using a genetic algorithm inversion technique, J. Volcanol. Geothermal Res. 102, 189-206.
64. Winkler, K. W., and A. Nur (1982). Seismic attenuation: effects of pore fluids and frictional sliding, Geophysics 47, 1-15.
65. Yu, T. T. (1995). Crustal deformation due to a dipping fault in an elastic gravitational layer overlying a viscoelastic gravitational halfspace: models and applications, Ph.D. Thesis. University of Colorado, Boulder.
66. Yu, T. T., J. Fernández, and J. B. Rundle (1998). A genetic algorithm C code to invert the parameters of earthquake rupture fault, Computers Geosci. 24, 173-182.
67. Zappone, A., M. Fernández, V. García-Dueñas, and L. Burlini (2000). Laboratory measurements of seismic P-wave velocities on rocks from the Betic chain (southern Iberian Peninsula), Tectonophysics 317, 259-272.
68. Zelt, B. C., N. T. Dotzev, R. M. Ellis, and G. C. Rogers (1999). Coda Q in southwestern Columbia, Canada, Bull. Seism. Soc. Am. 89, 1083-1093.