메뉴 건너뛰기




Volumn 117, Issue 10, 2012, Pages

Sequential Bayesian techniques applied to non-volcanic tremor

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN ANALYSIS; UNCERTAINTY ANALYSIS; VOLCANOLOGY; ARRIVAL TIME; PLATE BOUNDARY; PROBABILITY; SEISMIC MIGRATION; SEISMIC SOURCE; SMOOTHING; TRACKING;

EID: 84868622885     PISSN: 21699313     EISSN: 21699356     Source Type: Journal    
DOI: 10.1029/2012JB009420     Document Type: Article
Times cited : (6)

References (48)
  • 1
    • 27744480377 scopus 로고    scopus 로고
    • Real-time seismic signal enhancement utilizing a hybrid rao-blackwellized particle filter and hidden Markov model filter
    • DOI 10.1109/LGRS.2005.852711
    • Baziw, E. (2005), Real-time seismic signal enhancement utilizing a hybrid Rao-Blackwellized particle filter and hidden Markov model filter, IEEE Geosci. Remote Sens. Lett., 2(4), 418-422, doi:10.1109/LGRS. 2005.852711. (Pubitemid 41633534)
    • (2005) IEEE Geoscience and Remote Sensing Letters , vol.2 , Issue.4 , pp. 418-422
    • Baziw, E.1
  • 2
    • 57949085983 scopus 로고    scopus 로고
    • Curse-of-dimensionality revisited: Collapse of the particle filter in very large scale systems
    • Inst. of Math. Stat., Bethesda, Md., doi:10.1214/193940307000000518
    • Bengtsson, T., P. Bickel, and B. Li (2008), Curse-of-dimensionality revisited: Collapse of the particle filter in very large scale systems, in Probability and Statistics, IMS Collect., vol. 2, pp. 316-334, Inst. of Math. Stat., Bethesda, Md., doi:10.1214/193940307000000518.
    • (2008) Probability and Statistics, IMS Collect , vol.2 , pp. 316-334
    • Bengtsson, T.1    Bickel, P.2    Li, B.3
  • 3
    • 69149096399 scopus 로고    scopus 로고
    • Seismic tomography with the reversible jump algorithm
    • doi101111/ j1365-246X200904226x
    • Bodin, T., and M. Sambridge (2009), Seismic tomography with the reversible jump algorithm, Geophys. J. Int., 178(3), 1411-1436, doi:10.1111/ j.1365-246X.2009.04226.x.
    • (2009) Geophys. J. Int , vol.178 , Issue.3 , pp. 1411-1436
    • Bodin, T.1    Sambridge, M.2
  • 4
    • 77950691868 scopus 로고    scopus 로고
    • Smoothing algorithms for state-space models
    • doi101007/ s10463-009-0236-0242
    • Briers, M., A. Doucet, and S. R. Maskell (2010), Smoothing algorithms for state-space models, Ann. Inst. Stat. Math., 62(1), 61-89, doi:10.1007/ s10463-009-0236-2.
    • (2010) Ann. Inst. Stat. Math , vol.62 , Issue.1 , pp. 61-89
    • Briers, M.1    Doucet, A.2    Maskell, S.R.3
  • 5
    • 21644457738 scopus 로고    scopus 로고
    • Central limit theorem for sequential Monte Carlo methods and its application to Bayesian inference
    • DOI 10.1214/009053604000000698
    • Chopin, N. (2004), Central limit theorem for sequential Monte Carlo methods and its application to Bayesian inference, Ann. Stat., 32(6), 2385-2411, doi:10.1214/009053604000000698. (Pubitemid 40936677)
    • (2004) Annals of Statistics , vol.32 , Issue.6 , pp. 2385-2411
    • Chopin, N.1
  • 6
    • 0036504051 scopus 로고    scopus 로고
    • A survey of convergence results on particle filtering methods for practitioners
    • DOI 10.1109/78.984773, PII S1053587X02013284
    • Crisan, D., and A. Doucet (2002), A survey of convergence results on particle filtering methods for practitioners, IEEE Trans. Signal Process., 50(3), 736-746, doi:10.1109/78.984773. (Pubitemid 34295113)
    • (2002) IEEE Transactions on Signal Processing , vol.50 , Issue.3 , pp. 736-746
    • Crisan, D.1    Doucet, A.2
  • 7
    • 84879377202 scopus 로고    scopus 로고
    • Curse of dimensionality and particle filters
    • paper presented at Big Sky, Mont., doi:10.1109/AERO.2003.1235126
    • Daum, F., and J. Huang (2003), Curse of dimensionality and particle filters, paper presented at Aerospace Conference, Inst. of Electr. and Electron. Eng., Big Sky, Mont., doi:10.1109/AERO.2003.1235126.
    • (2003) Aerospace Conference, Inst. of Electr. and Electron. Eng
    • Daum, F.1    Huang, J.2
  • 8
    • 0001460136 scopus 로고    scopus 로고
    • On sequential Monte Carlo sampling methods for Bayesian filtering
    • doi101023/A1008935410038
    • Doucet, A., S. Godsill, and C. Andrieu (2000), On sequential Monte Carlo sampling methods for Bayesian filtering, Stat. Comput., 10(3), 197-208, doi:10.1023/A:1008935410038.
    • (2000) Stat. Comput , vol.10 , Issue.3 , pp. 197-208
    • Doucet, A.1    Godsill, S.2    Andrieu, C.3
  • 10
    • 84884550570 scopus 로고    scopus 로고
    • The ensemble Kalman filter: Theoretical formulation and practical implementation
    • doi101007/s10236-003-0036-0039
    • Evensen, G. (2003), The ensemble Kalman filter: Theoretical formulation and practical implementation, Ocean Dyn., 53(4), 343-367, doi:10.1007/s10236- 003-0036-9.
    • (2003) Ocean Dyn , vol.53 , Issue.4 , pp. 343-367
    • Evensen, G.1
  • 11
    • 77952840924 scopus 로고    scopus 로고
    • A sequential smoothing algorithm with linear computational cost
    • doi:10.1093/biomet/asq013
    • Fearnhead, P., D. Wyncoll, and J. Tawn (2010), A sequential smoothing algorithm with linear computational cost, Biometrika, 97(2), 447-464, doi:10.1093/biomet/asq013.
    • (2010) Biometrika , vol.97 , Issue.2 , pp. 447-464
    • Fearnhead, P.1    Wyncoll, D.2    Tawn, J.3
  • 12
    • 0344445520 scopus 로고    scopus 로고
    • Adapting the sample size in particle filters through KLD-sampling
    • doi101177/ 0278364903022012001
    • Fox, D. (2003), Adapting the sample size in particle filters through KLD-sampling, Int. J. Rob. Res., 22(12), 985-1003, doi:10.1177/ 0278364903022012001.
    • (2003) Int. J. Rob. Res , vol.22 , Issue.12 , pp. 985-1003
    • Fox, D.1
  • 13
    • 0031876978 scopus 로고    scopus 로고
    • Ocean acoustic inversion with estimation of a posteriori probability distributions
    • DOI 10.1121/1.423355
    • Gerstoft, P., and C. F. Mecklenbräuker (1998), Ocean acoustic inversion with estimation of a posteriori probability distributions, J. Acoust. Soc. Am., 104(2), 808-819, doi:10.1121/1.423355. (Pubitemid 28373166)
    • (1998) Journal of the Acoustical Society of America , vol.104 , Issue.2 , pp. 808-819
    • Gerstoft, P.1    Mecklenbrauke, C.F.2
  • 14
    • 72049090973 scopus 로고    scopus 로고
    • Tremor patches in Cascadia revealed by seismic array analysis
    • doi:10.1029/2009GL039080
    • Ghosh, A., J. E. Vidale, J. R. Sweet, K. C. Creager, and A. G. Wech (2009), Tremor patches in Cascadia revealed by seismic array analysis, Geophys. Res. Lett., 36, L17316, doi:10.1029/2009GL039080.
    • (2009) Geophys. Res. Lett , vol.36
    • Ghosh, A.1    Vidale, J.E.2    Sweet, J.R.3    Creager, K.C.4    Wech, A.G.5
  • 17
    • 84867509950 scopus 로고    scopus 로고
    • Tremor asperities in the transition zone control evolution of slow earthquakes
    • doi:10.1029/2012JB009249
    • Ghosh, A., J. E. Vidale, and K. C. Creager (2012), Tremor asperities in the transition zone control evolution of slow earthquakes, J. Geophys. Res., 117, B10301, doi:10.1029/2012JB009249.
    • (2012) J. Geophys. Res , vol.117
    • Ghosh, A.1    Vidale, J.E.2    Creager, K.C.3
  • 19
    • 0141714748 scopus 로고    scopus 로고
    • Maximum a posteriori sequence estimation using Monte Carlo particle filter
    • doi:10.1023/A:1017968404964
    • Godsill, S., A. Doucet, and M. West (2001), Maximum a posteriori sequence estimation using Monte Carlo particle filter, Ann. Inst. Stat. Math., 53, 82-96, doi:10.1023/A:1017968404964.
    • (2001) Ann. Inst. Stat. Math , vol.53 , pp. 82-96
    • Godsill, S.1    Doucet, A.2    West, M.3
  • 21
    • 0027580559 scopus 로고
    • Novel approach to nonlinear/non-Gaussian Bayesian state estimation
    • Gordon, N. J., D. J. Salmond, and A. F. M. Smith (1993), Novel approach to nonlinear/non-Gaussian Bayesian state estimation, IEE Proc. F Radar Signal Process., 140(2), 107-113.
    • (1993) IEE Proc. F Radar Signal Process , vol.140 , Issue.2 , pp. 107-113
    • Gordon, N.J.1    Salmond, D.J.2    Smith, A.F.M.3
  • 23
    • 30944469668 scopus 로고    scopus 로고
    • Uncertainty analysis in matched-field geoacoustic inversions
    • DOI 10.1121/1.2139075
    • Huang, C.-F., P. Gerstoft, and W. S. Hodgkiss (2006), Uncertainty analysis in matched-field geoacoustic inversions, J. Acoust. Soc. Am., 119(1), 197-207, doi:10.1121/1.2139075. (Pubitemid 43108929)
    • (2006) Journal of the Acoustical Society of America , vol.119 , Issue.1 , pp. 197-207
    • Huang, C.-F.1    Gerstoft, P.2    Hodgkiss, W.S.3
  • 24
    • 0030304310 scopus 로고    scopus 로고
    • Monte Carlo filter and smoother for non-Gaussian nonlinear state space models
    • Kitagawa, G. (1996), Monte Carlo filter and smoother for non-Gaussian nonlinear state space models, J. Comput. Graph. Stat., 5, 1-25.
    • (1996) J. Comput. Graph. Stat , vol.5 , pp. 1-25
    • Kitagawa, G.1
  • 25
    • 34250740944 scopus 로고    scopus 로고
    • Fast particle smoothing: If i had a million particles
    • DOI 10.1145/1143844.1143905, ACM International Conference Proceeding Series - Proceedings of the 23rd International Conference on Machine Learning, ICML 2006
    • Klaas, M., M. Briers, N. De Freitas, A. Doucet, S. Maskell, and D. Lang (2006), Fast particle smoothing: If I had a million particles, paper presented at International Conference on Machine Learning, Assoc. for Comput. Mach., Pittsburgh, Pa., doi:10.1145/1143844.1143905. (Pubitemid 46966880)
    • (2006) ACM International Conference Proceeding Series , vol.148 , pp. 481-488
    • Klaas, M.1    Briers, M.2    De Freitas, N.3    Doucet, A.4    Maskell, S.5    Lang, D.6
  • 26
    • 61449139136 scopus 로고    scopus 로고
    • A Bayesian approach to the real-time estimation of magnitude from the early P and S wave displacement peaks
    • doi:10.1029/2007JB005386
    • Lancieri, M., and A. Zollo (2008), A Bayesian approach to the real-time estimation of magnitude from the early P and S wave displacement peaks, J. Geophys. Res., 113, B12302, doi:10.1029/2007JB005386.
    • (2008) J. Geophys. Res , vol.113
    • Lancieri, M.1    Zollo, A.2
  • 27
    • 79959579286 scopus 로고    scopus 로고
    • Detecting aseismic strain transients from seismicity data
    • doi:10.1029/ 2010JB007537
    • Llenos, A. L., and J. J. McGuire (2011), Detecting aseismic strain transients from seismicity data, J. Geophys. Res., 116, B06305, doi:10.1029/ 2010JB007537.
    • (2011) J. Geophys. Res , vol.116
    • Llenos, A.L.1    McGuire, J.J.2
  • 28
    • 84857240386 scopus 로고    scopus 로고
    • Quest for consistency, symmetry, and simplicity- The legacy of Albert Tarantola
    • doi:101190/geo2010-W51-W61doi:101190/ge03281
    • Mosegaard, K. (2011), Quest for consistency, symmetry, and simplicity-The legacy of Albert Tarantola, Geophysics, 76(5), W51-W61, doi:10.1190/geo2010- 0328.1.
    • (2011) Geophysics , vol.76 , Issue.5
    • Mosegaard, K.1
  • 29
    • 0029481451 scopus 로고
    • Monte Carlo sampling of solutions to inverse problems
    • doi101029/94JB03097
    • Mosegaard, K., and A. Tarantola (1995), Monte Carlo sampling of solutions to inverse problems, J. Geophys. Res., 100(B7), 12,431-12,447, doi:10.1029/94JB03097.
    • (1995) J. Geophys. Res , vol.100 , Issue.B7 , pp. 12431-12447
    • Mosegaard, K.1    Tarantola, A.2
  • 30
    • 0036508437 scopus 로고    scopus 로고
    • Hidden Markov model for multidimensional wavefront tracking
    • DOI 10.1109/TGRS.2002.1000324, PII S0196289202032667
    • Nicoli, M., V. Rampa, and U. Spagnolini (2002), Hidden Markov model for multidimensional wavefront tracking, IEEE Trans. Geosci. Remote Sens., 40(3), 651-662, doi:10.1109/TGRS.2002.1000324. (Pubitemid 34692241)
    • (2002) IEEE Transactions on Geoscience and Remote Sensing , vol.40 , Issue.3 , pp. 651-662
    • Nicoli, M.1    Rampa, V.2    Spagnolini, U.3
  • 31
    • 0037205006 scopus 로고    scopus 로고
    • Nonvolcanic deep tremor associated with subduction in southwest Japan
    • DOI 10.1126/science.1070378
    • Obara, K. (2002), Nonvolcanic deep tremor associated with subduction in southwest Japan, Science, 296(5573), 1679-1681, doi:10.1126/ science.1070378. (Pubitemid 34579163)
    • (2002) Science , vol.296 , Issue.5573 , pp. 1679-1681
    • Obara, K.1
  • 32
    • 79960647955 scopus 로고    scopus 로고
    • Characteristics of and interactions between non-volcanic tremor and related slow earthquakes in the Nankai subduction zone, southwest Japan
    • doi:10.1016/j.jog.2011.002
    • Obara, K. (2011), Characteristics of and interactions between non-volcanic tremor and related slow earthquakes in the Nankai subduction zone, southwest Japan, J. Geodyn., 52(3-4), 229-248, doi:10.1016/j.jog.2011.002.
    • (2011) J. Geodyn , vol.52 , Issue.3-4 , pp. 229-248
    • Obara, K.1
  • 34
    • 33646370155 scopus 로고    scopus 로고
    • Reconciling a geophysical model to data using a Markov chain Monte Carlo algorithm: An application to the Sea-Korean Peninsula region
    • DOI 10.1029/2005JB003851
    • Pasyanos, M. E., G. A. Franz, and A. L. Ramirez (2006), Reconciling a geophysical model to data using a Markov chain Monte Carlo algorithm: An application to the Yellow Sea-Korean Peninsula region, J. Geophys. Res., 111, B03313, doi:10.1029/2005JB003851. (Pubitemid 43670751)
    • (2006) Journal of Geophysical Research B: Solid Earth , vol.111 , Issue.3
    • Pasyanos, M.E.1    Franz, G.A.2    Ramirez, A.L.3
  • 35
    • 77956255804 scopus 로고    scopus 로고
    • An integrated perspective of the continuum between earthquakes and slow-slip phenomena
    • doi:10.1038/ngeo940
    • Peng, Z., and J. Gomberg (2010), An integrated perspective of the continuum between earthquakes and slow-slip phenomena, Nat. Geosci., 3, 599-607, doi:10.1038/ngeo940.
    • (2010) Nat. Geosci , vol.3 , pp. 599-607
    • Peng, Z.1    Gomberg, J.2
  • 36
    • 1542427941 scopus 로고    scopus 로고
    • Filtering via simulation: Auxiliary particle filter
    • doi101080/ 01621459199910474153
    • Pitt, M., and N. Shephard (1999), Filtering via simulation: Auxiliary particle filter, J. Am. Stat. Assoc., 94, 590-599, doi:10.1080/ 01621459.1999.10474153.
    • (1999) J. Am. Stat. Assoc , vol.94 , pp. 590-599
    • Pitt, M.1    Shephard, N.2
  • 38
    • 0037600653 scopus 로고    scopus 로고
    • Episodic tremor and slip on the Cascadia subduction zone: The chatter of silent slip
    • DOI 10.1126/science.1084783
    • Rogers, G., and H. Dragert (2003), Episodic tremor and slip on the Cascadia subduction zone: The chatter of silent slip, Science, 300(5627), 1942-1943, doi:10.1126/science.1084783. (Pubitemid 36734599)
    • (2003) Science , vol.300 , Issue.5627 , pp. 1942-1943
    • Rogers, G.1    Dragert, H.2
  • 39
    • 0036765114 scopus 로고    scopus 로고
    • Monte Carlo methods in geophysical inverse problems
    • doi:10.1029/ 2000RG000089
    • Sambridge, M., and K. Mosegaard (2002), Monte Carlo methods in geophysical inverse problems, Rev. Geophys., 40(3), 1009, doi:10.1029/ 2000RG000089.
    • (2002) Rev. Geophys , vol.40 , Issue.3 , pp. 1009
    • Sambridge, M.1    Mosegaard, K.2
  • 40
    • 0031404456 scopus 로고    scopus 로고
    • Time dependent inversion of geodetic data
    • doi101029/ 97JB01795
    • Segall, P., and M. Matthews (1997), Time dependent inversion of geodetic data, J. Geophys. Res., 102(B12), 22,391-22,409, doi:10.1029/ 97JB01795.
    • (1997) J. Geophys. Res , vol.102 , Issue.B12 , pp. 22391-22409
    • Segall, P.1    Matthews, M.2
  • 41
    • 74949130817 scopus 로고    scopus 로고
    • Particle filtering in geophysical systems
    • doi:10.1175/2009MWR2835.1
    • van Leeuwen, P. J. (2009), Particle filtering in geophysical systems, Mon. Weather Rev., 137, 4089-4114, doi:10.1175/2009MWR2835.1.
    • (2009) Mon. Weather Rev , vol.137 , pp. 4089-4114
    • Van Leeuwen, P.J.1
  • 42
    • 84855449685 scopus 로고    scopus 로고
    • Slow slip: A new kind of earthquake
    • doi:10.1063/PT.3.1399
    • Vidale, J. E., and H. Houston (2012), Slow slip: A new kind of earthquake, Phys. Today, 65(1), 38-43, doi:10.1063/PT.3.1399.
    • (2012) Phys. Today , vol.65 , Issue.1 , pp. 38-43
    • Vidale, J.E.1    Houston, H.2
  • 43
    • 42549102218 scopus 로고    scopus 로고
    • Tracking refractivity from clutter using Kalman and particle filters
    • DOI 10.1109/TAP.2008.919205
    • Yardim, C., P. Gerstoft, and W. S. Hodgkiss (2008), Tracking refractivity from clutter using Kalman and particle filters, IEEE Trans. Antennas Propagat., 56(4), 1058-1070, doi:10.1109/TAP.2008.919205. (Pubitemid 351586158)
    • (2008) IEEE Transactions on Antennas and Propagation , vol.56 , Issue.4 , pp. 1058-1070
    • Yardim, C.1    Gerstoft, P.2    Hodgkiss, W.S.3
  • 44
    • 59949090653 scopus 로고    scopus 로고
    • Tracking of geoacoustic parameters using Kalman and particle filters
    • doi101121/13050280
    • Yardim, C., P. Gerstoft, and W. S. Hodgkiss (2009), Tracking of geoacoustic parameters using Kalman and particle filters, J. Acoust. Soc. Am., 125(2), 746-760, doi:10.1121/1.3050280.
    • (2009) J. Acoust. Soc. Am , vol.125 , Issue.2 , pp. 746-760
    • Yardim, C.1    Gerstoft, P.2    Hodgkiss, W.S.3
  • 45
    • 77955196621 scopus 로고    scopus 로고
    • Geoacoustic and source tracking using particle filtering: Experimental results
    • doi:10.1121/1.3438475
    • Yardim, C., P. Gerstoft, and W. S. Hodgkiss (2010), Geoacoustic and source tracking using particle filtering: Experimental results, J. Acoust. Soc. Am., 128(1), 75-87, doi:10.1121/1.3438475.
    • (2010) J. Acoust. Soc. Am , vol.128 , Issue.1 , pp. 75-87
    • Yardim, C.1    Gerstoft, P.2    Hodgkiss, W.S.3
  • 46
    • 79952992262 scopus 로고    scopus 로고
    • An overview of sequential Bayesian filtering in ocean acoustics
    • doi:10.1109/JOE.2010.2098810
    • Yardim, C., Z.-H. Michalopoulou, and P. Gerstoft (2011), An overview of sequential Bayesian filtering in ocean acoustics, IEEE J. Oceanic Eng., 36(1), 73-91, doi:10.1109/JOE.2010.2098810.
    • (2011) IEEE J. Oceanic Eng , vol.36 , Issue.1 , pp. 73-91
    • Yardim, C.1    Michalopoulou, Z.-H.2    Gerstoft, P.3
  • 47
    • 80054978624 scopus 로고    scopus 로고
    • Cascadia tremor spectra: Low corner frequencies and earthquake-like high frequency falloff
    • doi:10.1029/2011GC003759
    • Zhang, J., P. Gerstoft, P. M. Shearer, H. Yao, J. E. Vidale, H. Houston, and A. Ghosh (2011), Cascadia tremor spectra: Low corner frequencies and earthquake-like high frequency falloff, Geochem. Geophys. Geosyst., 12, Q10007, doi:10.1029/2011GC003759.
    • (2011) Geochem. Geophys. Geosyst , vol.12
    • Zhang, J.1    Gerstoft, P.2    Shearer, P.M.3    Yao, H.4    Vidale, J.E.5    Houston, H.6    Ghosh, A.7
  • 48
    • 0036839202 scopus 로고    scopus 로고
    • Bayesian estimation of 2-D P-velocity models from active seismic arrival time data: Imaging of the shallow structure of Mt Vesuvius (southern Italy)
    • DOI 10.1046/j.1365-246X.2002.01795.x
    • Zollo, A., L. D'auria, R. De Matteis, A. Herrero, J. Virieux, and P. Gasparini (2002), Bayesian estimation of 2-D P-velocity models from active seismic arrival time data: Imaging of the shallow structure of Mt Vesuvius (southern Italy), Geophys. J. Int., 151(2), 566-582, doi:10.1046/j.1365-246X. 2002.01795.x. (Pubitemid 35219069)
    • (2002) Geophysical Journal International , vol.151 , Issue.2 , pp. 566-582
    • Zollo, A.1    D'Auria, L.2    De Matteis, R.3    Herrero, A.4    Virieux, J.5    Gasparini, P.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.