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Volumn 132, Issue 4, 2012, Pages 2239-2250

Trans-dimensional matched-field geoacoustic inversion with hierarchical error models and interacting Markov chains

Author keywords

[No Author keywords available]

Indexed keywords

ACCEPTANCE RATE; AUTO REGRESSIVE MODELS; AUTOMATED ALGORITHMS; AUTOREGRESSIVE ERROR MODEL; DATA ERRORS; ERROR MODEL; GEOACOUSTIC INVERSION; MEDITERRANEAN SEA; MODEL CHOICE; MODEL SPECIFICATIONS; PARAMETER UNCERTAINTY; PARAMETRIZATIONS; SEDIMENT LAYERS; UNCERTAINTY ESTIMATES; UNKNOWN PARAMETERS;

EID: 84867385349     PISSN: 00014966     EISSN: None     Source Type: Journal    
DOI: 10.1121/1.4746016     Document Type: Article
Times cited : (95)

References (44)
  • 1
    • 0026614496 scopus 로고
    • Nonlinear inversion for ocean-bottom properties
    • 10.1121/1.404394
    • M. D. Collins, W. A. Kuperman, and H. Schmidt, Nonlinear inversion for ocean-bottom properties., J. Acoust. Soc. Am. 93, 2770-2783 (1992). 10.1121/1.404394
    • (1992) J. Acoust. Soc. Am. , vol.93 , pp. 2770-2783
    • Collins, M.D.1    Kuperman, W.A.2    Schmidt, H.3
  • 2
    • 0027629369 scopus 로고
    • Estimation of ocean-bottom properties by matched-field inversion of acoustic field data
    • 10.1109/JOE.1993.236361
    • S. E. Dosso, M. L. Yeremy, J. M. Ozard, and N. R. Chapman, Estimation of ocean-bottom properties by matched-field inversion of acoustic field data., IEEE J. Ocean. Eng. 18, 232-239 (1993). 10.1109/JOE.1993.236361
    • (1993) IEEE J. Ocean. Eng. , vol.18 , pp. 232-239
    • Dosso, S.E.1    Yeremy, M.L.2    Ozard, J.M.3    Chapman, N.R.4
  • 3
    • 0028182062 scopus 로고
    • Inversion of seismoacoustic data using genetic algorithms and a posteriori probability distributions
    • 10.1121/1.408387
    • P. Gerstoft, Inversion of seismoacoustic data using genetic algorithms and a posteriori probability distributions., J. Acoust. Soc. Am. 95, 770-782 (1994). 10.1121/1.408387
    • (1994) J. Acoust. Soc. Am. , vol.95 , pp. 770-782
    • Gerstoft, P.1
  • 6
    • 0036148407 scopus 로고    scopus 로고
    • Quantifying uncertainty in geoacoustic inversion. I. A fast Gibbs sampler approach
    • 10.1121/1.1419086
    • S. E. Dosso, Quantifying uncertainty in geoacoustic inversion. I. A fast Gibbs sampler approach., J. Acoust. Soc. Am. 111, 129-142 (2002). 10.1121/1.1419086
    • (2002) J. Acoust. Soc. Am. , vol.111 , pp. 129-142
    • Dosso, S.E.1
  • 7
    • 6344247556 scopus 로고    scopus 로고
    • Bayesian model selection applied to self-noise geoacoustic inversion
    • 10.1121/1.1785671
    • D. J. Battle, P. Gerstoft, W. S. Hodgkiss, W. A. Kuperman, and P. L. Nielsen, Bayesian model selection applied to self-noise geoacoustic inversion., J. Acoust. Soc. Am. 116, 2043-2056 (2004). 10.1121/1.1785671
    • (2004) J. Acoust. Soc. Am. , vol.116 , pp. 2043-2056
    • Battle, D.J.1    Gerstoft, P.2    Hodgkiss, W.S.3    Kuperman, W.A.4    Nielsen, P.L.5
  • 8
    • 33745077991 scopus 로고    scopus 로고
    • Geoacoustic inversion of broadband data by matched beam processing
    • 10.1121/1.2195114
    • Y. Jiang, N. R. Chapman, and H. A. DeFerrari, Geoacoustic inversion of broadband data by matched beam processing., J. Acoust. Soc. Am. 119, 3707-3716 (2006). 10.1121/1.2195114
    • (2006) J. Acoust. Soc. Am. , vol.119 , pp. 3707-3716
    • Jiang, Y.1    Chapman, N.R.2    Deferrari, H.A.3
  • 9
    • 30844432657 scopus 로고    scopus 로고
    • Data error covariance in matched-field geoacoustic inversion
    • 10.1121/1.2139625
    • S. E. Dosso, P. L. Nielsen, and M. J. Wilmut, Data error covariance in matched-field geoacoustic inversion., J. Acoust. Soc. Am. 119, 208-219 (2006). 10.1121/1.2139625
    • (2006) J. Acoust. Soc. Am. , vol.119 , pp. 208-219
    • Dosso, S.E.1    Nielsen, P.L.2    Wilmut, M.J.3
  • 10
    • 33846694002 scopus 로고    scopus 로고
    • On the effect of error correlation on matched-field geoacoustic inversion
    • C.-F. Huang, P. Gerstoft, and W. S. Hodgkiss, On the effect of error correlation on matched-field geoacoustic inversion., J. Acoust. Soc. Am. 121, EL64-EL69 (2007).
    • (2007) J. Acoust. Soc. Am. , vol.121
    • Huang, C.-F.1    Gerstoft, P.2    Hodgkiss, W.S.3
  • 11
    • 79955063617 scopus 로고    scopus 로고
    • Bayesian matched-field geoacoustic inversion
    • 10.1088/0266-5611/27/5/055009
    • S. Dosso and J. Dettmer, Bayesian matched-field geoacoustic inversion., Inverse Probl. 27, 055009 (2011). 10.1088/0266-5611/27/5/055009
    • (2011) Inverse Probl. , vol.27 , pp. 055009
    • Dosso, S.1    Dettmer, J.2
  • 12
    • 77956889087 scopus 로고
    • Reversible jump Markov chain Monte Carlo computation and Bayesian model determination
    • 10.1093/biomet/82.4.711
    • P. J. Green, Reversible jump Markov chain Monte Carlo computation and Bayesian model determination., Biometrika 82, 711-732 (1995). 10.1093/biomet/82.4.711
    • (1995) Biometrika , vol.82 , pp. 711-732
    • Green, P.J.1
  • 14
    • 0036899002 scopus 로고    scopus 로고
    • Parsimonious Bayesian Markov chain Monte Carlo inversion in a non-linear geophysical problem
    • 10.1046/j.1365-246X.2002.01847.x
    • A. Malinverno, Parsimonious Bayesian Markov chain Monte Carlo inversion in a non-linear geophysical problem., Geophys. J. Int. 151, 675-688 (2002). 10.1046/j.1365-246X.2002.01847.x
    • (2002) Geophys. J. Int. , vol.151 , pp. 675-688
    • Malinverno, A.1
  • 15
    • 33750736671 scopus 로고    scopus 로고
    • Trans-dimensional inverse problems, model comparison and the evidence
    • 10.1111/j.1365-246X.2006.03155.x
    • M. Sambridge, K. Gallagher, A. Jackson, and P. Rickwood, Trans-dimensional inverse problems, model comparison and the evidence., Geophys. J. Int. 167, 528-542 (2006). 10.1111/j.1365-246X.2006.03155.x
    • (2006) Geophys. J. Int. , vol.167 , pp. 528-542
    • Sambridge, M.1    Gallagher, K.2    Jackson, A.3    Rickwood, P.4
  • 16
    • 69149096399 scopus 로고    scopus 로고
    • Seismic tomography with the reversible jump algorithm
    • 10.1111/j.1365-246X.2009.04226.x
    • T. Bodin and M. Sambridge, Seismic tomography with the reversible jump algorithm., Geophys. J. Int. 178, 1411-1436 (2009). 10.1111/j.1365-246X.2009. 04226.x
    • (2009) Geophys. J. Int. , vol.178 , pp. 1411-1436
    • Bodin, T.1    Sambridge, M.2
  • 17
    • 77953115976 scopus 로고    scopus 로고
    • Receiver function inversion by trans-dimensional Monte Carlo sampling
    • N. P. Agostinetti and A. Malinverno, Receiver function inversion by trans-dimensional Monte Carlo sampling., Geophys. J. Int. 181, 858-872 (2010).
    • (2010) Geophys. J. Int. , vol.181 , pp. 858-872
    • Agostinetti, N.P.1    Malinverno, A.2
  • 18
    • 84855424934 scopus 로고    scopus 로고
    • Transdimensional inversion of microtremor array dispersion data with hierarchical autoregressive error models
    • 10.1111/j.1365-246X.2011.05302.x
    • J. Dettmer, S. Molnar, G. A. M. W. Steininger, S. E. Dosso, and J. F. Cassidy, Transdimensional inversion of microtremor array dispersion data with hierarchical autoregressive error models., Geophys. J. Int. 188, 719-734 (2012). 10.1111/j.1365-246X.2011.05302.x
    • (2012) Geophys. J. Int. , vol.188 , pp. 719-734
    • Dettmer, J.1    Molnar, S.2    Steininger, G.A.M.W.3    Dosso, S.E.4    Cassidy, J.F.5
  • 19
    • 79952167220 scopus 로고    scopus 로고
    • Trans-dimensional geoacoustic inversion
    • 10.1121/1.3500674
    • J. Dettmer, S. E. Dosso, and C. W. Holland, Trans-dimensional geoacoustic inversion., J. Acoust. Soc. Am. 128, 3393-3405 (2010). 10.1121/1.3500674
    • (2010) J. Acoust. Soc. Am. , vol.128 , pp. 3393-3405
    • Dettmer, J.1    Dosso, S.E.2    Holland, C.W.3
  • 20
    • 79954519432 scopus 로고    scopus 로고
    • Sequential trans-dimensional Monte Carlo for range-dependent geoacoustic inversion
    • 10.1121/1.3557052
    • J. Dettmer, S. E. Dosso, and C. W. Holland, Sequential trans-dimensional Monte Carlo for range-dependent geoacoustic inversion., J. Acoust. Soc. Am. 129, 1794-1806 (2011). 10.1121/1.3557052
    • (2011) J. Acoust. Soc. Am. , vol.129 , pp. 1794-1806
    • Dettmer, J.1    Dosso, S.E.2    Holland, C.W.3
  • 21
    • 5744249209 scopus 로고
    • Equations of state calculations by fast computing machines
    • 10.1063/1.1699114
    • N. Metropolis, A. Rosenbluth, M. Rosenbluth, and A. T. A. E. Teller, Equations of state calculations by fast computing machines., J. Chem. Phys. 21, 1087-1092 (1953). 10.1063/1.1699114
    • (1953) J. Chem. Phys. , vol.21 , pp. 1087-1092
    • Metropolis, N.1    Rosenbluth, A.2    Rosenbluth, M.3    Teller, A.T.A.E.4
  • 22
    • 77956890234 scopus 로고
    • Monte Carlo sampling methods using Markov chains and their applications
    • 10.1093/biomet/57.1.97
    • W. K. Hastings, Monte Carlo sampling methods using Markov chains and their applications., Biometrika 57, 97-109 (1970). 10.1093/biomet/57.1.97
    • (1970) Biometrika , vol.57 , pp. 97-109
    • Hastings, W.K.1
  • 23
    • 0001309227 scopus 로고
    • Simulation procedures and likelihood inference for spatial point processes
    • C. Geyer and J. Moller, Simulation procedures and likelihood inference for spatial point processes., Scand. J. Stat. 21, 359-373 (1994).
    • (1994) Scand. J. Stat. , vol.21 , pp. 359-373
    • Geyer, C.1    Moller, J.2
  • 25
    • 0042908796 scopus 로고    scopus 로고
    • Delayed rejection in reversible jump Metropolis-Hastings
    • P. J. Green and A. Mira, Delayed rejection in reversible jump Metropolis-Hastings., Biometrika 88, 1035-1053 (2001).
    • (2001) Biometrika , vol.88 , pp. 1035-1053
    • Green, P.J.1    Mira, A.2
  • 26
    • 0141688093 scopus 로고    scopus 로고
    • Efficient construction of reversible jump Markov chain Monte Carlo proposal distributions
    • 10.1111/1467-9868.03711
    • S. P. Brooks and G. O. R. P. Giudici, Efficient construction of reversible jump Markov chain Monte Carlo proposal distributions., J. R. Stat. Soc. 65, 3-39 (2003). 10.1111/1467-9868.03711
    • (2003) J. R. Stat. Soc. , vol.65 , pp. 3-39
    • Brooks, S.P.1    Giudici, G.O.R.P.2
  • 27
    • 37549040235 scopus 로고    scopus 로고
    • Population-based reversible jump Markov chain Monte Carlo
    • 10.1093/biomet/asm069
    • A. Jasra, D. A. Stephens, and C. C. Holmes, Population-based reversible jump Markov chain Monte Carlo., Biometrika 94, 787-807 (2007). 10.1093/biomet/asm069
    • (2007) Biometrika , vol.94 , pp. 787-807
    • Jasra, A.1    Stephens, D.A.2    Holmes, C.C.3
  • 28
    • 35949020425 scopus 로고
    • Replica Monte Carlo simulation of spin-glasses
    • 10.1103/PhysRevLett.57.2607
    • R. H. Swendsen and J. S. Wang, Replica Monte Carlo simulation of spin-glasses., Phys. Rev. Lett. 57, 2607-2609 (1986). 10.1103/PhysRevLett.57. 2607
    • (1986) Phys. Rev. Lett. , vol.57 , pp. 2607-2609
    • Swendsen, R.H.1    Wang, J.S.2
  • 30
    • 34547863202 scopus 로고    scopus 로고
    • On population-based simulation for static inference
    • 10.1007/s11222-007-9028-9
    • A. Jasra, D. A. Stephens, and C. C. Holmes, On population-based simulation for static inference., Stat. Comp. 17, 263-279 (2007). 10.1007/s11222-007-9028-9
    • (2007) Stat. Comp. , vol.17 , pp. 263-279
    • Jasra, A.1    Stephens, D.A.2    Holmes, C.C.3
  • 31
    • 0033619197 scopus 로고    scopus 로고
    • Some adaptive Monte Carlo methods for Bayesian inference
    • 10.1002/(SICI)1097-0258(19990915/30)18:17/18<2507::AID-SIM272>3.0. CO;2-J
    • L. Tierney and A. Mira, Some adaptive Monte Carlo methods for Bayesian inference., Stat. Med. 18, 2507-2515 (1999). 10.1002/(SICI)1097-0258(19990915/ 30)18:17/18<2507::AID-SIM272>3.0.CO;2-J
    • (1999) Stat. Med. , vol.18 , pp. 2507-2515
    • Tierney, L.1    Mira, A.2
  • 32
    • 22144462474 scopus 로고    scopus 로고
    • Remote sensing of sediment density and velocity gradients in the transition layer
    • 10.1121/1.1925988
    • C. W. Holland, J. Dettmer, and S. E. Dosso, Remote sensing of sediment density and velocity gradients in the transition layer., J. Acoust. Soc. Am. 118, 163-177 (2005). 10.1121/1.1925988
    • (2005) J. Acoust. Soc. Am. , vol.118 , pp. 163-177
    • Holland, C.W.1    Dettmer, J.2    Dosso, S.E.3
  • 33
    • 0036150404 scopus 로고    scopus 로고
    • Quantifying uncertainty in geoacoustic inversion. II. Application to broadband, shallow-water data
    • 10.1121/1.1419087
    • S. E. Dosso and P. Nielsen, Quantifying uncertainty in geoacoustic inversion. II. Application to broadband, shallow-water data., J. Acoust. Soc. Am. 111, 143-159 (2002). 10.1121/1.1419087
    • (2002) J. Acoust. Soc. Am. , vol.111 , pp. 143-159
    • Dosso, S.E.1    Nielsen, P.2
  • 34
    • 0030540994 scopus 로고    scopus 로고
    • A normal mode model for acoustoelastic ocean environments
    • 10.1121/1.417226
    • E. K. Westwood, C. T. Tindle, and N. R. Chapman, A normal mode model for acoustoelastic ocean environments., J. Acoust. Soc. Am. 100, 3631-3645 (1996). 10.1121/1.417226
    • (1996) J. Acoust. Soc. Am. , vol.100 , pp. 3631-3645
    • Westwood, E.K.1    Tindle, C.T.2    Chapman, N.R.3
  • 36
    • 33750108215 scopus 로고    scopus 로고
    • Data uncertainty estimation in matched-field geoacoustic inversion
    • 10.1109/JOE.2006.875099
    • S. E. Dosso and M. J. Wilmut, Data uncertainty estimation in matched-field geoacoustic inversion., IEEE J. Ocean. Eng. 31, 470-479 (2006). 10.1109/JOE.2006.875099
    • (2006) IEEE J. Ocean. Eng. , vol.31 , pp. 470-479
    • Dosso, S.E.1    Wilmut, M.J.2
  • 37
    • 84918818472 scopus 로고    scopus 로고
    • Introduction to Markov chain Monte Carlo
    • Springer, New York
    • C. J. Geyer, Introduction to Markov chain Monte Carlo. in Handbook of Markov Chain Monte Carlo (Springer, New York, 2011), pp. 3-47.
    • (2011) Handbook of Markov Chain Monte Carlo , pp. 3-47
    • Geyer, C.J.1
  • 38
    • 0000273048 scopus 로고    scopus 로고
    • Annealed importance sampling
    • 10.1023/A:1008923215028
    • R. M. Neal, Annealed importance sampling., Stat. Comp. 11, 125-139 (2001). 10.1023/A:1008923215028
    • (2001) Stat. Comp. , vol.11 , pp. 125-139
    • Neal, R.M.1
  • 39
    • 33646684004 scopus 로고    scopus 로고
    • Sequential Monte Carlo samplers
    • 10.1111/j.1467-9868.2006.00553.x
    • P. D. Moral, A. Doucet, and A. Jasra, Sequential Monte Carlo samplers., J. R. Stat. Soc. 68, 411-436 (2006). 10.1111/j.1467-9868.2006.00553.x
    • (2006) J. R. Stat. Soc. , vol.68 , pp. 411-436
    • Moral, P.D.1    Doucet, A.2    Jasra, A.3
  • 40
    • 35748937372 scopus 로고    scopus 로고
    • Interacting sequential Monte Carlo samplers for trans-dimensional inference
    • 10.1016/j.csda.2007.09.009
    • A. Jasra, A. Doucet, D. A. Stephens, and C. C. Holmes, Interacting sequential Monte Carlo samplers for trans-dimensional inference., Comput. Stat. Data Anal. 52, 1765-1791 (2008). 10.1016/j.csda.2007.09.009
    • (2008) Comput. Stat. Data Anal. , vol.52 , pp. 1765-1791
    • Jasra, A.1    Doucet, A.2    Stephens, D.A.3    Holmes, C.C.4
  • 41
    • 0032970612 scopus 로고    scopus 로고
    • Geoacoustic inversion via local, global, and hybrid algorithms
    • 10.1121/1.424651
    • M. R. Fallat and S. E. Dosso, Geoacoustic inversion via local, global, and hybrid algorithms., J. Acoust. Soc. Am. 105, 3219-3230 (1999). 10.1121/1.424651
    • (1999) J. Acoust. Soc. Am. , vol.105 , pp. 3219-3230
    • Fallat, M.R.1    Dosso, S.E.2


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