Application of simulated annealing inversion on high-frequency fundamental-mode Rayleigh wave dispersion curves

作者: Donghong Pei , John N. Louie , Satish K. Pullammanappallil

DOI: 10.1190/1.2752529

关键词:

摘要: The simulated annealing (SA) inversion technique has been successfully applied for solving various nonlinear geophysical problems. Following previous developments, we modified the SA inversion, yielding 1D shallow S-wave velocity profiles from high frequency fundamental-mode Rayleigh dispersion curves, and validated with blind tests. Unlike applications of SA, this study draws random numbers a standard Gaussian distribution. simultaneously perturb both velocities layer thickness models. temperature is gradually decreased following polynomial-time cooling schedule. Phase are calculated using reflectivity-transmission coefficient method. reliability model resulting our implementation evaluated by statistically calculating expected values parameters their covariance matrices. Blind tests on two field 12 synthetic data sets show that works well curves high-frequency waves. estimates fall within one deviation original models in 78% cases.

参考文章(38)
Hiroshi Okada, The Microtremor Survey Method ,(2003)
Barbara A. Luke, Carlos Calderón-Macías, Richard C. Stone, Melissa Huynh, Non-Uniqueness In Inversion Of Seismic Surface-Wave Data 16th EEGS Symposium on the Application of Geophysics to Engineering and Environmental Problems. pp. 1342- 1347 ,(2003) , 10.3997/2214-4609-PDB.190.SUR05
Giancarlo Dal Moro, Michele Pipan, Paolo Gabrielli, Rayleigh wave dispersion curve inversion via genetic algorithms and Marginal Posterior Probability Density estimation Journal of Applied Geophysics. ,vol. 61, pp. 39- 55 ,(2007) , 10.1016/J.JAPPGEO.2006.04.002
Stuart Geman, Donald Geman, Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. PAMI-6, pp. 721- 741 ,(1984) , 10.1109/TPAMI.1984.4767596
S. Kirkpatrick, C. D. Gelatt, M. P. Vecchi, Optimization by Simulated Annealing Science. ,vol. 220, pp. 671- 680 ,(1983) , 10.1126/SCIENCE.220.4598.671
James B Scott, Tiana Rasmussen, Barbara Luke, Wanda J Taylor, JL Wagoner, Shane B Smith, John N Louie, Shallow Shear Velocity and Seismic Microzonation of the Urban Las Vegas, Nevada, Basin Bulletin of the Seismological Society of America. ,vol. 96, pp. 1068- 1077 ,(2006) , 10.1785/0120050044
M. W. Asten, W.R. Stephenson, P. N. Davenport, SHEAR-WAVE VELOCITY PROFILE FOR HOLOCENE SEDIMENTS MEASURED FROM MICROTREMOR ARRAY STUDIES, SCPT, AND SEISMIC REFRACTION Journal of Environmental and Engineering Geophysics. ,vol. 10, pp. 235- 242 ,(2005) , 10.2113/JEEG10.3.235
Nicholas Metropolis, Arianna W. Rosenbluth, Marshall N. Rosenbluth, Augusta H. Teller, Edward Teller, Equation of State Calculations by Fast Computing Machines The Journal of Chemical Physics. ,vol. 21, pp. 1087- 1092 ,(1953) , 10.1063/1.1699114
MD Martı́nez, X Lana, J Olarte, J Badal, JA Canas, None, Inversion of Rayleigh wave phase and group velocities by simulated annealing Physics of the Earth and Planetary Interiors. ,vol. 122, pp. 3- 17 ,(2000) , 10.1016/S0031-9201(00)00183-7