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Volumn 196, Issue 1, 2013, Pages 600-611

Time-Varying autoregressive model for spectral analysis of microseismic experiments and long-period volcanic events

Author keywords

Computational seismology.; Downholemethods; Fourier analysis; Time series analysis; Volcano seismology

Indexed keywords

COMPUTATIONAL SEISMOLOGIES; DOWNHOLEMETHODS; HIGH SPECTRAL RESOLUTION; SHORT TIME FOURIER TRANSFORMS; TIME VARYING AUTOREGRESSIVE MODEL; TIME-FREQUENCY REPRESENTATIONS; TIME-FREQUENCY RESOLUTION; VOLCANO SEISMOLOGY;

EID: 84890883656     PISSN: 0956540X     EISSN: 1365246X     Source Type: Journal    
DOI: 10.1093/gji/ggt400     Document Type: Article
Times cited : (20)

References (60)
  • 1
    • 0001083828 scopus 로고
    • Source mechanism of volcanic tremors: fluid-driven crack model and their application to the 1963 Kilauea eruption
    • Aki, K., Fehler,M. & Das, S., 1977. Source mechanism of volcanic tremors: fluid-driven crack model and their application to the 1963 Kilauea eruption, J. Volc. Geotherm. Res., 2(3), 259-287.
    • (1977) J. Volc. Geotherm. Res. , vol.2 , Issue.3 , pp. 259-287
    • Aki, K.1    Fehler, M.2    Das, S.3
  • 2
    • 0036137779 scopus 로고    scopus 로고
    • Application ofKalman filtering techniques for microseismic event detection
    • Baziw, E. Weir-Jones, I., 2002. Application ofKalman filtering techniques for microseismic event detection, Pure appl. Geophys., 159, 449-471.
    • (2002) Pure appl. Geophys , vol.159 , pp. 449-471
    • Baziw, E.1    Weir-Jones, I.2
  • 4
    • 0018045996 scopus 로고
    • Choice of operator length for maximum entropy spectral analysis
    • Berryman, J.G., 1978. Choice of operator length for maximum entropy spectral analysis, Geophysics, 43, 1384-1391.
    • (1978) Geophysics , vol.43 , pp. 1384-1391
    • Berryman, J.G.1
  • 5
    • 0017699962 scopus 로고
    • Analysis of EEG signals with changing spectra using a short-word Kalman estimator
    • Bohlin, T., 1977. Analysis of EEG signals with changing spectra using a short-word Kalman estimator, Math. Biosci., 35, 221-259.
    • (1977) Math. Biosci , vol.35 , pp. 221-259
    • Bohlin, T.1
  • 6
    • 33750700609 scopus 로고    scopus 로고
    • The nature of noise wavefield and its applications for site effects studies: a literature review
    • Bonnefoy-Claudet, S., Cotton, F. & Bard, P.-Y., 2006. The nature of noise wavefield and its applications for site effects studies: a literature review, Earth-Sci. Rev., 79(3-4), 205-227.
    • (2006) Earth-Sci. Rev. , vol.79 , Issue.3-4 , pp. 205-227
    • Bonnefoy-Claudet, S.1    Cotton, F.2    Bard, P.-Y.3
  • 7
    • 0001098055 scopus 로고
    • The relationship between maximum entropy spectra and maximum likelihood spectra
    • Burg, J.P., 1972. The relationship between maximum entropy spectra and maximum likelihood spectra, Geophysics, 37, 375-376.
    • (1972) Geophysics , vol.37 , pp. 375-376
    • Burg, J.P.1
  • 8
    • 0000240978 scopus 로고
    • Dynamics of a fluid-driven crack in three dimensions by the finite difference method
    • Chouet, B., 1986. Dynamics of a fluid-driven crack in three dimensions by the finite difference method, J. geophys. Res., 91, 13967-13992.
    • (1986) J. geophys. Res , vol.91 , pp. 13967-13992
    • Chouet, B.1
  • 9
    • 0029728845 scopus 로고    scopus 로고
    • Long-period volcano seismicity: its source and use in eruption forecasting
    • Chouet, B.A., 1996. Long-period volcano seismicity: its source and use in eruption forecasting, Nature, 380, 309-316.
    • (1996) Nature , vol.380 , pp. 309-316
    • Chouet, B.A.1
  • 11
    • 0024705330 scopus 로고
    • Time-frequency distributions-a review
    • Cohen, L., 1989. Time-frequency distributions-a review, Proc. IEEE, 77(7), 941-941.
    • (1989) Proc. IEEE , vol.77 , Issue.7 , pp. 941-941
    • Cohen, L.1
  • 12
    • 0033132047 scopus 로고    scopus 로고
    • Spectral analysis for non-stationary signals from mechanical measurements: a parametric approach
    • Conforto, S. & D'Alessio, T., 1999. Spectral analysis for non-stationary signals from mechanical measurements: a parametric approach, Mech. Syst. Signal Process., 13, 395-411.
    • (1999) Mech. Syst. Signal Process , vol.13 , pp. 395-411
    • Conforto, S.1    D'Alessio, T.2
  • 13
    • 79960566921 scopus 로고    scopus 로고
    • Long-period, long-duration seismic events during hydraulic fracture stimulation of a shale gas reservoir
    • Das, I. & Zoback, M.D., 2011. Long-period, long-duration seismic events during hydraulic fracture stimulation of a shale gas reservoir, Leading Edge, 30, 778-786.
    • (2011) Leading Edge , vol.30 , pp. 778-786
    • Das, I.1    Zoback, M.D.2
  • 14
    • 84890883284 scopus 로고
    • CBMS-NSF Regional Conference Series in Applied Mathematics, Society for Industrial andApplied Mathematics
    • Daubechies, I., 1992. Ten Lectures on Wavelets, CBMS-NSF Regional Conference Series in Applied Mathematics, Society for Industrial andApplied Mathematics.
    • (1992) Ten Lectures on Wavelets
    • Daubechies, I.1
  • 15
    • 78751584911 scopus 로고    scopus 로고
    • Synchrosqueezed wavelet transforms: an empirical mode decomposition-like tool
    • Daubechies, I., Lu, J. & Wu, H.-T., 2011. Synchrosqueezed wavelet transforms: an empirical mode decomposition-like tool, Appl. Comput. Harmonic Anal., 30, 243-261.
    • (2011) Appl. Comput. Harmonic Anal , vol.30 , pp. 243-261
    • Daubechies, I.1    Lu, J.2    Wu, H.-T.3
  • 16
    • 0033357380 scopus 로고    scopus 로고
    • Analysis of acoustic signatures from moving vehicles using time-varying autoregressive models
    • Eom, K.B., 1999. Analysis of acoustic signatures from moving vehicles using time-varying autoregressive models, Multidimensional Syst. Signal Process., 10, 357-378.
    • (1999) Multidimensional Syst. Signal Process , vol.10 , pp. 357-378
    • Eom, K.B.1
  • 20
    • 33845277011 scopus 로고    scopus 로고
    • Resolution and uncertainty in spectral decomposition
    • Hall, M., 2006. Resolution and uncertainty in spectral decomposition, First Break, 24, 43-47.
    • (2006) First Break , vol.24 , pp. 43-47
    • Hall, M.1
  • 21
  • 22
    • 84878700932 scopus 로고    scopus 로고
    • Empirical mode decomposition for seismic time-frequency analysis
    • Han, J.van derBaan,M., 2013. Empirical mode decomposition for seismic time-frequency analysis, Geophysics, 78, O9-O19.
    • (2013) Geophysics , vol.78
    • Han, J.1    van der Baan, M.2
  • 23
    • 0017851927 scopus 로고
    • On the use of windows for harmonic analysis with the discrete Fourier transform
    • Harris, F.J., 1978. On the use of windows for harmonic analysis with the discrete Fourier transform, Proc. IEEE, 66, 51-83.
    • (1978) Proc. IEEE , vol.66 , pp. 51-83
    • Harris, F.J.1
  • 24
    • 51449106218 scopus 로고    scopus 로고
    • Time-varying autoregressive modeling of audio and speech signals
    • Tampere, Finland
    • Härmä, A., Juntunen, M. & Kaipio, J.P., 2000. Time-varying autoregressive modeling of audio and speech signals, in Proceedings of the EUSIPCO, Tampere, Finland, pp. 2037-2040.
    • (2000) Proceedings of the EUSIPCO , pp. 2037-2040
    • Härmä, A.1    Juntunen, M.2    Kaipio, J.P.3
  • 26
    • 0019559758 scopus 로고
    • Computer analysis of EEG signals with parametric models
    • Isaksson, A.,Wennberg, A. & Zetterberg, L.H., 1981. Computer analysis of EEG signals with parametric models, Proc. IEEE, 69, 451-461.
    • (1981) Proc. IEEE , vol.69 , pp. 451-461
    • Isaksson, A.1    Wennberg, A.2    Zetterberg, L.H.3
  • 27
    • 0012555153 scopus 로고
    • Autoregression order selection
    • Jones, R.H., 1976. Autoregression order selection, Geophysics, 41, 771-773.
    • (1976) Geophysics , vol.41 , pp. 771-773
    • Jones, R.H.1
  • 28
    • 0028255444 scopus 로고
    • Volcanic tremor: nonlinear excitation by fluid flow
    • Julian, B.R., 1994. Volcanic tremor: nonlinear excitation by fluid flow, J. geophys. Res., 99(B6), 11 859-11 877.
    • (1994) J. geophys. Res. , vol.99 , Issue.B6 , pp. 11859-11877
    • Julian, B.R.1
  • 29
    • 0031213551 scopus 로고    scopus 로고
    • Estimation of event-related synchronization changes by a new TVAR method
    • Kaipio, J.P. & Karjalainen, P.A., 1997. Estimation of event-related synchronization changes by a new TVAR method, IEEE Trans. Biomed. Eng., 44, 649-656.
    • (1997) IEEE Trans. Biomed. Eng , vol.44 , pp. 649-656
    • Kaipio, J.P.1    Karjalainen, P.A.2
  • 30
    • 0018321821 scopus 로고
    • Sources and remedies for spectral line splitting in autoregressive spectrum analysis
    • Kay, S. & Marple, L., 1979. Sources and remedies for spectral line splitting in autoregressive spectrum analysis, Proc, IEEE Int. Conf. Acoust. Speech Signal Process., 4, 151-154.
    • (1979) Proc, IEEE Int. Conf. Acoust. Speech Signal Process , vol.4 , pp. 151-154
    • Kay, S.1    Marple, L.2
  • 31
    • 0019636227 scopus 로고
    • Spectrum analysis-a modern perspective
    • Kay, S.M. & Marple, S.L. J., 1981. Spectrum analysis-a modern perspective, Proc. IEEE, 69, 1380-1419.
    • (1981) Proc. IEEE , vol.69 , pp. 1380-1419
    • Kay, S.M.1    Marple, S.L.J.2
  • 32
    • 34250756972 scopus 로고    scopus 로고
    • An expectation-maximization algorithm based Kalman smoother approach for event-related desynchronization (ERD) estimation from EEG
    • Khan, M.E. & Dutt, D.N., 2007. An expectation-maximization algorithm based Kalman smoother approach for event-related desynchronization (ERD) estimation from EEG, IEEE Trans. Biomed. Eng., 54, 1191-1198.
    • (2007) IEEE Trans. Biomed. Eng , vol.54 , pp. 1191-1198
    • Khan, M.E.1    Dutt, D.N.2
  • 33
    • 0034526171 scopus 로고    scopus 로고
    • Acoustic properties of a crack containing magmatic or hydrothermal fluids
    • Kumagai, H. & Chouet, B.A., 2000. Acoustic properties of a crack containing magmatic or hydrothermal fluids, J. geophys. Res., 105(B11), 25493-25512.
    • (2000) J. geophys. Res. , vol.105 , Issue.B11 , pp. 25493-25512
    • Kumagai, H.1    Chouet, B.A.2
  • 34
    • 4644274693 scopus 로고    scopus 로고
    • Explosions and periodic tremor at Karymsky volcano Kamchatka, Russia
    • Lees, J.M., Gordeev, E.I. & Ripepe, M., 2004. Explosions and periodic tremor at Karymsky volcano, Kamchatka, Russia, Geophys. J. Int., 158(3), 1151-1167.
    • (2004) Geophys. J. Int. , vol.158 , Issue.3 , pp. 1151-1167
    • Lees, J.M.1    Gordeev, E.I.2    Ripepe, M.3
  • 35
    • 42649140568 scopus 로고    scopus 로고
    • Automatic estimation of optimal autoregressive filters for the analysis of volcanic seismic activity
    • Lesage, P., 2008. Automatic estimation of optimal autoregressive filters for the analysis of volcanic seismic activity, Nat. Hazards Earth Syst. Sci., 8, 369-376.
    • (2008) Nat. Hazards Earth Syst. Sci , vol.8 , pp. 369-376
    • Lesage, P.1
  • 36
    • 0037198725 scopus 로고    scopus 로고
    • Applications of autoregressive models and time-frequency analysis to the study of volcanic tremor and long-period events
    • Lesage, P., Glangeaud, F. & Mars, J., 2002. Applications of autoregressive models and time-frequency analysis to the study of volcanic tremor and long-period events, J. Volc. Geotherm. Res., 114, 391-417.
    • (2002) J. Volc. Geotherm. Res , vol.114 , pp. 391-417
    • Lesage, P.1    Glangeaud, F.2    Mars, J.3
  • 37
    • 0033375316 scopus 로고    scopus 로고
    • Multi-component autoregressive techniques for the analysis of seismograms
    • Leonard, M. & Kennett, B.L. N., 1999. Multi-component autoregressive techniques for the analysis of seismograms, Phys. Earth planet. Inter., 113, 247-263.
    • (1999) Phys. Earth planet. Inter , vol.113 , pp. 247-263
    • Leonard, M.1    Kennett, B.L.N.2
  • 38
    • 0001629541 scopus 로고
    • Loss of spectral peaks in autoregressive spectral estimation
    • Lysne, D. & Tjostheim, D., 1987. Loss of spectral peaks in autoregressive spectral estimation, Biometrika, 74, 200-206.
    • (1987) Biometrika , vol.74 , pp. 200-206
    • Lysne, D.1    Tjostheim, D.2
  • 39
    • 0016495091 scopus 로고
    • Linear prediction: a tutorial review
    • Makhoul, J., 1975. Linear prediction: a tutorial review, Proc. IEEE, 63, 561-580.
    • (1975) Proc. IEEE , vol.63 , pp. 561-580
    • Makhoul, J.1
  • 40
    • 0020330413 scopus 로고
    • Frequency resolution of Fourier andmaximum entropy spectral estimates
    • Marple, S.L.J., 1982. Frequency resolution of Fourier andmaximum entropy spectral estimates, Geophysics, 47(9), 1303-1307.
    • (1982) Geophysics , vol.47 , Issue.9 , pp. 1303-1307
    • Marple, S.L.J.1
  • 42
    • 0032584974 scopus 로고    scopus 로고
    • Spectral analysis methods for neurological signals
    • Muthuswamy, J. & Thakor, N.V., 1998. Spectral analysis methods for neurological signals, J. Neurosci. Methods, 83, 1-14.
    • (1998) J. Neurosci. Methods , vol.83 , pp. 1-14
    • Muthuswamy, J.1    Thakor, N.V.2
  • 43
    • 58149460020 scopus 로고    scopus 로고
    • F-X adaptive seismic-trace interpolation
    • Naghizadeh, M. & Sacchi, M.D., 2009. F-X adaptive seismic-trace interpolation, Geophysics, 74, V9-V16.
    • (2009) Geophysics , vol.74
    • Naghizadeh, M.1    Sacchi, M.D.2
  • 44
    • 0032503174 scopus 로고    scopus 로고
    • The excitation and characteristic frequency of the long-period volcanic event: an approach based on an inhomogeneous autoregressive model of a linear system
    • Nakano, M., Kumagai, H., Kumazawa, M., Yamaoka, K. & Chouet, B.A., 1998. The excitation and characteristic frequency of the long-period volcanic event: an approach based on an inhomogeneous autoregressive model of a linear system, J. geophys. Res., 103(B5), 10031-10046.
    • (1998) J. geophys. Res. , vol.103 , Issue.B5 , pp. 10031-10046
    • Nakano, M.1    Kumagai, H.2    Kumazawa, M.3    Yamaoka, K.4    Chouet, B.A.5
  • 46
  • 49
    • 21644483999 scopus 로고
    • Maximum likelihood estimates of linear dynamic systems
    • Rauch, H.E., Striebel, C.T.,Tung, F., 1965. Maximum likelihood estimates of linear dynamic systems, AIAA J., 3, 1445-1450.
    • (1965) AIAA J , vol.3 , pp. 1445-1450
    • Rauch, H.E.1    Striebel, C.T.2    Tung, F.3
  • 50
    • 63049131379 scopus 로고    scopus 로고
    • The robustness of seismic attenuation measurements using fixed- and variable-window timefrequency transforms
    • Reine, C., van der Baan, M. & Clark, R., 2009. The robustness of seismic attenuation measurements using fixed- and variable-window timefrequency transforms, Geophysics, 74, WA123-WA135.
    • (2009) Geophysics , vol.74
    • Reine, C.1    van der Baan, M.2    Clark, R.3
  • 51
  • 52
    • 33745741282 scopus 로고    scopus 로고
    • A comparison of multivariate autoregressive estimators
    • Schlögl, A., 2006. A comparison of multivariate autoregressive estimators, Signal Process., 86, 2426-2429.
    • (2006) Signal Process , vol.86 , pp. 2426-2429
    • Schlögl, A.1
  • 54
    • 84995545533 scopus 로고    scopus 로고
    • Potential use of resonance frequencies in microseismic interpretation
    • Tary, J.B. & van der Baan, M., 2012. Potential use of resonance frequencies in microseismic interpretation, Leading Edge, 31, 1338-1346.
    • (2012) Leading Edge , vol.31 , pp. 1338-1346
    • Tary, J.B.1    van der Baan, M.2
  • 55
    • 0020189541 scopus 로고
    • Spectrum estimation and harmonic analysis
    • Thomson, D.J., 1982. Spectrum estimation and harmonic analysis, Proc. IEEE, 70(9), 1055-1096.
    • (1982) Proc. IEEE , vol.70 , Issue.9 , pp. 1055-1096
    • Thomson, D.J.1
  • 56
    • 0016473222 scopus 로고
    • Maximum entropy spectral analysis and autoregressive decomposition
    • Ulrych, T.J. & Bishop, T.N., 1975. Maximum entropy spectral analysis and autoregressive decomposition, Rev. Geophys. Space Phys., 13, 183-200.
    • (1975) Rev. Geophys. Space Phys , vol.13 , pp. 183-200
    • Ulrych, T.J.1    Bishop, T.N.2
  • 58
    • 84908144695 scopus 로고
    • The use of fast Fourier transform for the estimation of power spectra: a method based on time averaging over short, modified periodograms IEEE Trans
    • AU-15
    • Welch, P.D., 1967. The use of fast Fourier transform for the estimation of power spectra: a method based on time averaging over short, modified periodograms, IEEE Trans. Audio Electroacoust., AU-15, 70-73.
    • (1967) Audio Electroacoust. , pp. 70-73
    • Welch, P.D.1
  • 60
    • 34249819961 scopus 로고    scopus 로고
    • Multitaper time-frequency reassignment for nonstationary spectrum estimation and chirp enhancement IEEE Trans
    • Xiao, J. & Flandrin, P., 2007. Multitaper time-frequency reassignment for nonstationary spectrum estimation and chirp enhancement, IEEE Trans. Signal Process., 55(6), 2851-2860.
    • (2007) Signal Process , vol.55 , Issue.6 , pp. 2851-2860
    • Xiao, J.1    Flandrin, P.2


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