A new approach to time-dependent inversion of geodetic data using a Monte Carlo mixture Kalman filter

Geophysical Journal International

Volumn 159, Issue 1, 2004, Pages 17-39

  Fukuda, Jun'ichi ^a   Higuchi, Tomoyuki ^b   Miyazaki, Shin'ichi ^a   Kato, Teruyuki ^a  

^a UNIVERSITY OF TOKYO   (Japan)

^b INSTITUTE OF STATISTICAL MATHEMATICS   (Japan)

Author keywords

Conditional dynamic linear model; Fault slip; Geodetic data; Monte Carlo mixture Kalman filter; Time dependent inversion; Transient crustal deformation

Indexed keywords

DATA INVERSION; DATA PROCESSING; GEODESY; KALMAN FILTER; MONTE CARLO ANALYSIS;

EID: 5144235518     PISSN: 0956540X     EISSN: None     Source Type: Journal    
DOI: 10.1111/j.1365-246X.2004.02383.x     Document Type: Article

References (23)

1. Akaike, H., 1974. A new look at the statistical model identification, IEEE Trans. Autom. Control, AC-19,,716-723.
2. Anderson, B.D.O. & Moore, J.B., 1979. Optimal Filtering, Prentice Hall, Englewood Cliffs, NJ.
3. Aoki, Y., Segall, R, Kato, T., Cervelli, P. & Shimada, S., 1999. Imaging magma transport during the 1997 seismic swarm off the Izu Peninsula, Japan, Science, 286, 927-930.
4. Bürgmann, R., Kogan, M.G., Levin, V.E., Scholtz, C.H., King, R.W. & Steblov, G.M., 2001. Rapid aseismic moment release following the 5 December, 1997 Kronotsky, Kamchatka earthquake, Geophys. Res. Lett., 28, 1331-1334.
5. Chen, R. & Liu, J.S., 2000. Mixture Kalman filters, J. R. Statist. Soc. B, 62, 493-508.
6. Dragert, H., Wang, K. & James, T.S., 2001. A silent slip event on the deeper Cascadia subduction interface, Science, 292, 1525-1528.
7. Heki, K., Miyazaki, S. & Tsuji, H., 1997. Silent fault slip following an interplate thrust earthquake at the Japan Trench, Nature, 386, 595-598.
8. Hirose, H., Hirahara, K., Kimata, F., Fujii, N. & Miyazaki, S., 1999. A slow thrust slip event following the two 1996 Hyuganada earthquake beneath the Bungo Channel, southwest Japan, Geophys. Res. Lett., 26, 3237-3240.
9. Ito, T., Yoshioka, S. & Miyazaki, S., 2000. Interplate coupling in northeast Japan deduced from inversion analysis of GPS data, Earth planet. Sci. Lett., 176, 117-130.
10. Kitagawa, G., 1996. Monte Carlo filter and smoother for non-Gaussian non-linear state space models, J. Comput. Graph. Statist., 5, 1-25.
11. Kitagawa, G. & Gersch, W., 1996. Smoothness Priors Analysis of Time Series, Springer, New York.
12. Langbein, J. & Johnson, H., 1997. Correlated errors in geodetic time series: implications for time-dependent deformation, J geophys. Res., 102, 591-603.
13. McGuire, J.J. & Segall P., 2003. Imaging of aseismic fault slip transients recorded by dense geodetic networks, Geophys. J. Int., 155, 778-788.
14. Miyazaki, S., McGuire, J.J. & Segall, P., 2003. A transient subduction zone slip episode in southwest Japan observed by the nationwide GPS array, J. geophys. Res., 108(B2), 2087, doi:10.1029/2001JB000456.
15. Okada, Y., 1992. Internal deformation due to shear and tensile faults in a half-space, Bull. seism. Soc. Am., 82, 1018-1040.
16. Ozawa, S., Murakami, M. & Tada, T., 2001. Time-dependent inversion study of the slow thrust event in the Nankai trough subduction zone, southwest Japan, J. geophys. Res., 106, 787-802.
17. Ozawa, S., Murakami, M., Kaidzu, M., Tada, T., Sagiya, T., Hatanaka, Y., Yarai, H. & Nishimura, T., 2002. Detection and monitoring of ongoing aseismic slip in the Tokai region, central Japan, Science, 298, 1009-1012.
18. Pacheco, J.F, Sykes, L.R. & Scholtz, C.H., 1993. Nature of seismic coupling along simple plate boundaries of the subduction type, J geophys. Res., 98, 14 133-14 159.
19. Segall, P. & Matthews, M., 1997. Time dependent inversion of geodetic data, J. geophys. Res., 102, 22 391-22 409.
20. Segall, P., Bürgmann, R. & Matthews, M., 2000. Time dependent triggered afterslip following the 1989 Loma Prieta earthquake, J. geophys. Res., 105, 5615-5634.
21. Wyatt, F., 1982. Displacement of surface monuments: horizontal motion, J. geophys. Res., 87, 979-989.
22. Wyatt, F., 1989. Displacement of surface monuments: vertical motion, J. geophys. Res., 94, 1655-1664.
23. Yagi, Y., 2002. Complementary relation of seismic and aseismic slip in Hyganada and Sanriku region, Japan, PhD Thesis, University of Tokyo, Tokyo.