DOI QR코드

DOI QR Code

Markov Envelope를 이용한 지진동의 위상차 확률분포와 전파지연시간의 추정

Inference of the Probability Distribution of Phase Difference and the Path Duration of Ground Motion from Markov Envelope

  • 최항 ((주)아이맥스트럭처) ;
  • 윤병익 ((주)아이맥스트럭처)
  • 투고 : 2022.07.19
  • 심사 : 2022.08.01
  • 발행 : 2022.09.01

초록

Markov envelope as a theoretical solution of the parabolic wave equation with Markov approximation for the von Kármán type random medium is studied and approximated with the convolution of two probability density functions (pdf) of normal and gamma distributions considering the previous studies on the applications of Radiative Transfer Theory (RTT) and the analysis results of earthquake records. Through the approximation with gamma pdf, the constant shape parameter of 2 was determined regardless of the source distance ro. This finding means that the scattering process has the property of an inhomogeneous single-scattering Poisson process, unlike the previous studies, which resulted in a homogeneous multiple-scattering Poisson process. Approximated Markov envelope can be treated as the normalized mean square (MS) envelope for ground acceleration because of the flat source Fourier spectrum. Based on such characteristics, the path duration is estimated from the approximated MS envelope and compared to the empirical formula derived by Boore and Thompson. The results clearly show that the path duration increases proportionately to ro1/2-ro2, and the peak value of the RMS envelope is attenuated by exp (-0.0033ro), excluding the geometrical attenuation. The attenuation slope for ro≤100 km is quite similar to that of effective attenuation for shallow crustal earthquakes, and it may be difficult to distinguish the contribution of intrinsic attenuation from effective attenuation. Slowly varying dispersive delay, also called the medium effect, represented by regular pdf, governs the path duration for the source distance shorter than 100 km. Moreover, the diffraction term, also called the distance effect because of scattering, fully controls the path duration beyond the source distance of 300 km and has a steep gradient compared to the medium effect. Source distance 100-300 km is a transition range of the path duration governing effect from random medium to distance. This means that the scattering may not be the prime cause of peak attenuation and envelope broadening for the source distance of less than 200 km. Furthermore, it is also shown that normal distribution is appropriate for the probability distribution of phase difference, as asserted in the previous studies.

키워드

과제정보

본 연구는 국토교통부 주거환경연구사업의 연구비 지원 (22RERPB099826-08)에 의해 수행되었습니다.

참고문헌

  1. Park S, Hong TK, Rah G. Seismic hazard assessment for the Korean peninsula. Bull. Seismol. Soc. Am. 2021;111(5):2696-2719. DOI:10.1785/0120200261.
  2. Campbell K. Near-source attenuation of peak hrizontal acceleration. Bull. Seismol. Soc. Am. 1981 Dec;71(6):2039-2070.
  3. Yenier E. Regionally-adjustable generic ground-motion prediction equation. Electronic Thesis and Dissertation Repository. 2684. Univ. Western Ontario. c2015.
  4. Si H, Midorikawa S. New attenuation relationships for peak ground acceleration and velocity considering effects of fault type and site condition. J. Struct. Constr. Eng. AIJ. 1999 Sep;523:63-70 (in Japanese with English abstract).
  5. Kanno T, Narita A, Midorikawa N, Fujiwara H, Fukushima Y. A new attenuation relation for strong ground motion in Japan based on recored data. Bul. Seismol. Soc. Am. 2006 Jun;96(3):879-897. https://doi.org/10.1785/0120050138
  6. Morozov IB. Geometrical attenuation, frequency dependence of Q, and the absorption band problem. Geophys. J. Int. 2008;175:239-252. https://doi.org/10.1111/j.1365-246X.2008.03888.x
  7. Si H, Midorikawa S, Kishida T. Developement of NGA-Sub ground motion model of 5%-damped pseudo-spectral acceleration based on database for subduction earthquakes in Japan. PEER 2020/06. Available from http://peer.berkeley.edu/sites/default/files/2020_06_si_final.pdf (last accessed March 2021).
  8. Miyazawa M, Kiuchi R, Koketsu K. Attenuation characteristics of high-frequency ground motions from local sources caused by great subduction zone earthquakes in northeast Japan. Seismol. Res. Lett. c2022. DOI:10.1785/0220210353.
  9. Ishimaru A. Wave propagation and scattering in random media Vol. 1 & 2. Academic Press; c1978.
  10. Sato H, Fehler MC, Maeda T. Seismic wave propagation and scattering in the heterogeneous earth: 2nd Ed. Springer; c2012.
  11. Boashash B. Estimating and interpreting the instantaneous frequency of a signal -Part 1: Fundamentals. Proc. IEEE. 1992 Apr;80(4):520-538. https://doi.org/10.1109/5.135376
  12. Choi H, Yoon BI. Relationship between phase properties, significant duration and PGA from the earthquake records of Mw 5.5-6.5. EESK J. Earthquake Eng. 2019;23(1):55-70 (in Korean with English abstract).
  13. Stockwell RG. A basis for efficient representation of the S-transform. Digital Signal Processing. 2007;17:371-393. https://doi.org/10.1016/j.dsp.2006.04.006
  14. Papoulis A. The Fourier integral and its applications. McGraw-Hill; c1962.
  15. Parzen E. Stochastic processes. SIAM; c1999.
  16. Hoshiba M. Simulation of multiple-scattered coda wave excitation based on the energy conservation law. Phys. Earth and Planetary Interiors. 1991;67:123-136. https://doi.org/10.1016/0031-9201(91)90066-Q
  17. Hoshiba M, Sato H, Fehler M. Numerical basis of the separation of scattering and intrinsic absorption from full seismogram envelope - a Monte Carlo Simulation of multiple isotropic scattering. Meteorology and Geophys. 1991 Jul;42(2):65-91. https://doi.org/10.2467/mripapers.42.65
  18. Zeng Y, Su F, Aki K. Scattering wave energy propagation in a random isotropic scattering medium 1. Theory. J. Geophys. Res. 1991 Jan:96(B1):607-619. https://doi.org/10.1029/90JB02012
  19. Yoshimoto K. Monte Carlo simulation of seismogram envelopes in scattering media. J. Geophy. Res. 2000 Mar:105(B3):6153-6161. https://doi.org/10.1029/1999JB900437
  20. Saragoni R, Hart GC. Simulation of artificial earthquakes. Earthquake Eng. Struct. Dyn. 1974;2:249-267. https://doi.org/10.1002/eqe.4290020305
  21. Zeng Y. Modeling of high-frequency seismic-wave scattering and propagation using Radiative Transfer Theory. Bull. Seismol. Soc. Am. 2017 Dec;107(6):2948-2962. https://doi.org/10.1785/0120160241
  22. Lambert HC, Rickett BJ. On the theory of pulse propagation and two-frequency field statistics in irregular interstella plasmas. Astrophys. J. 1999 May;517:299-317. https://doi.org/10.1086/307181
  23. Uscinski B. The elements of wave propagation in random media. McGraw-Hill; c1977.
  24. Sato H. Envelope broadening and scattering attenuation of a scalar wavelet in random media having power-law spectra. Geophys. J. Int. 2016;204:386-398. https://doi.org/10.1093/gji/ggv442
  25. Sato H. Power spectra of random heterogeneities in the solid earth. Solid Earth. 2019;10:275-292. https://doi.org/10.5194/se-10-275-2019
  26. Boore DM, Stewart JP, Seyhan E, Atkinson GM. NGA-West2 equations for predicting PGA, PGV, and 5% damped PSA for shallow crustal earthquakes. Earthquake Spectra. 2014 Aug;30(3):1057-1085. https://doi.org/10.1193/070113EQS184M
  27. Yamane T, Nagahashi S. A study on a generation of simulated earthquake ground motion considering phase difference characteristics -Part 2. J. Struct. Constr. Eng. AIJ. 2002;559:55-62 (in Japanese with English abstract). https://doi.org/10.3130/aijs.67.55_2
  28. Emoto K, Sato H. Statistical characteristics of scattered waves in three-dimensional random media: comparison of the finite difference simulation and statistical methods. Geophys. J. Int. 2018;215:585-599. https://doi.org/10.1093/gji/ggy298
  29. Bechhoefer J. Kramers-Kronig, Bode, and the meaning of zero. Am. J. Phys. 2011;79(10):1053-1059. https://doi.org/10.1119/1.3614039
  30. Petukhin AG, Gusev AA. The duration-distance relationship and average envelope shapes of small Kamchatka earthquakes. Pure Appl. Geophys. 2003;160:1717-1743. https://doi.org/10.1007/s00024-003-2373-5
  31. Choi H, Yoon BI. Extended slip-weakening model and inference of rupture velocity. EESK J. Earthquake Eng. 2020;24(5):219-232 (in Korean with English abstract).
  32. Boore DM, Thompson EM. Path duration for use in the Stochastic-Method Simulation of ground motions. Bull. Seismol. Soc. Am. 2014;104(5):2541-2552. https://doi.org/10.1785/0120140058
  33. Thrainsson H, Kiremidjian AS, Simulation of digital earthquake accelerograms using the inverse discrete Fourier transfrom. Earthquake Engng Struct. Dyn. 2002;31:2023-2048. https://doi.org/10.1002/eqe.198
  34. Boore DM. Phase derivatives and simulation of strong ground motions. Bull. Seismol. Soc. Am. 2003;93(3):1132-1143. https://doi.org/10.1785/0120020196
  35. Aki K, Richards PG. Quantitative seismology 2nd Ed. University Science Books; c2002.
  36. Ohnaka M. The physics of rock failure and earthquakes. Cambridge Univ. Press; c2013.
  37. Frankel A, Wennenberg L. Energy-flux model of seismic coda: Separation of scattering and intrinsic attenuation. Bull. Seismol. Soc. Am. 1987 Aug;77(4):1223-1251. https://doi.org/10.1785/BSSA0770041223
  38. Aki K, Chouet B. Origin of coda waves: Source, attenuation, and scattering effects. J. Geophys. Res. 1975 Aug;80(23):3322-3342. https://doi.org/10.1029/JB080i023p03322
  39. Aki K. Scattering and attenuation of shear waves in the lithosphere. J. Geophys. Res. 1980;85(B11):6496-6504. https://doi.org/10.1029/JB085iB11p06496
  40. Del Pezzo E, Bianco F, Marzorati S, Augliera P, D'Alema E, Massa M. Depth-dependent intrinsic and scattering seismic attenuation in north central Italy. Geophys. J. Int. 2011;186:373-381. https://doi.org/10.1111/j.1365-246X.2011.05053.x
  41. Chung RW, Sato H, Attenuation of high-frequency P and S waves in the crust of southeastern South Korea. Bull. Seismol. Soc. Am. 2001;91(6):1867-1874. https://doi.org/10.1785/0120000268
  42. Kim KD, Chung TW, Kyung JB. Attenuation of P and S waves in the crust of Chungchung provinces, central South Korea. Bull. Seismol. Soc. Am. 2004;94(3):1070-1078. https://doi.org/10.1785/0120030137
  43. Chung TW, Yoshimoto K, Yun S. The separation of intrinsic and scattering seismic attenuation in South Korea. Bull. Seismol. Soc. Am. 2010;100(6):3183-3193. https://doi.org/10.1785/0120100054
  44. Rachman AN, Chung TW, Yoshimoto K, Son B. Separation of intrinsic and scattering attenuation using single event source in South Korea. Bull. Seismol. Soc. Am. 2015;105(2A):858-872. https://doi.org/10.1785/0120140259
  45. Rachman AN, Chung TW. Depth-dependent crustal scattering attenuation revealed using single or few events in South Korea. Bull. Seismol. Soc. Am. 2016;106(4):1499-1508. https://doi.org/10.1785/0120150351