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Volumn 175, Issue 3, 2008, Pages 1055-1066

Continuous earthquake detection and classification using discrete hidden markov models

Author keywords

Neural networks, fuzzy logic; Probability distributions; Seismic monitoring and test ban treaty verification; Time series analysis

Indexed keywords

ALGORITHM; ARTIFICIAL NEURAL NETWORK; DATA SET; DETECTION METHOD; EARTHQUAKE; FUZZY MATHEMATICS; MARKOV CHAIN; NUMERICAL MODEL; PATTERN RECOGNITION; PROBABILITY; SEISMIC DATA; SIGNAL PROCESSING; TIME SERIES ANALYSIS;

EID: 57049115625     PISSN: 0956540X     EISSN: 1365246X     Source Type: Journal    
DOI: 10.1111/j.1365-246X.2008.03921.x     Document Type: Article
Times cited : (61)

References (30)
  • 1
    • 84862142315 scopus 로고    scopus 로고
    • Signal classification by wavelet-based Hidden Markov Models: Application to seismic signals of volcanic origin
    • in eds Mader, H., Connor, C. & Coles, S., Geological Society of London
    • Alasonati, P., Wassermann, J. & Ohrnberger, M., 2006. Signal classification by wavelet-based Hidden Markov Models: Application to seismic signals of volcanic origin, in Statistics in Volcanology, eds Mader, H., Connor, C. & Coles, S., Geological Society of London.
    • (2006) Statistics in Volcanology
    • Alasonati, P.1    Wassermann, J.2    Ohrnberger, M.3
  • 2
    • 0000992111 scopus 로고
    • Automatic phase pickers: Their present use and future prospects
    • Allen, R., 1982. Automatic phase pickers: Their present use and future prospects, Bull. seism. Soc. Am., 72 (6B), 225-242.
    • (1982) Bull. Seism. Soc. Am. , vol.72 , Issue.6 B , pp. 225-242
    • Allen, R.1
  • 3
    • 0000670299 scopus 로고
    • An automatic phase picker for local and teleseismic events
    • Baer, M. & Kradolfer, U., 1987. An automatic phase picker for local and teleseismic events, Bull. seism. Soc. Am., 77, 1437-1445.
    • (1987) Bull. Seism. Soc. Am. , vol.77 , pp. 1437-1445
    • Baer, M.1    Kradolfer, U.2
  • 4
    • 33745038942 scopus 로고    scopus 로고
    • A neural-tree-based system for automatic location of earthquakes in northeastern italy
    • Gentili, S. & Bragato, P., 2006. A neural-tree-based system for automatic location of earthquakes in northeastern italy, J. Seismol., 10, 73-89.
    • (2006) J. Seismol. , vol.10 , pp. 73-89
    • Gentili, S.1    Bragato, P.2
  • 5
    • 0033384347 scopus 로고    scopus 로고
    • Introduction to the verification regime of the Comprehensive Nuclear-Test-Ban Treaty
    • Hoffmann, W., Kebeasy, R. & Firbas, P., 1999. Introduction to the verification regime of the Comprehensive Nuclear-Test-Ban Treaty, Phys. Earth planet. Inter., 113, 5-9.
    • (1999) Earth Planet. Inter. , vol.113 , pp. 5-9
    • Hoffmann, W.1    Kebeasy, R.2    Firbas, P.3
  • 6
    • 52749095567 scopus 로고    scopus 로고
    • Detection and identification of seismic signals recorded at Krakatau volcano (Indonesia) using artificial neural networks
    • doi: 10.1016/j.jvolgeores.2008.04.015
    • Ibs-von Seht, M., 2008. Detection and identification of seismic signals recorded at Krakatau volcano (Indonesia) using artificial neural networks, J. Volc. Geother. Res., doi: 10.1016/j.jvolgeores.2008.04.015
    • (2008) J. Volc. Geother. Res.
    • Ibs-von Seht, M.1
  • 8
    • 0025626580 scopus 로고
    • Pattern recognition for earthquake detection
    • Joswig, M., 1990. Pattern recognition for earthquake detection, Bull. seism. Soc. Am., 80(1), 170-186.
    • (1990) Bull. Seism. Soc. Am. , vol.80 , Issue.1 , pp. 170-186
    • Joswig, M.1
  • 9
    • 0028386051 scopus 로고
    • Knowledge-based seismogram processing by mental images
    • Joswig, M., 1994. Knowledge-based seismogram processing by mental images, IEEE Trans. Syst., Man, Cypernet., 24(3), 429-439.
    • (1994) IEEE Trans. Syst., Man, Cypernet. , vol.24 , Issue.3 , pp. 429-439
    • Joswig, M.1
  • 11
    • 0022018101 scopus 로고
    • A probabilistic distance measure for hidden markov models
    • Juang, B.-H. & Rabiner, L.R., 1985. A probabilistic distance measure for hidden markov models, AT&T Syst.Tech. J., 64, 391-408.
    • (1985) AT&T Syst.Tech. J. , vol.64 , pp. 391-408
    • Juang, B.-H.1    Rabiner, L.R.2
  • 13
    • 0015755579 scopus 로고
    • A new approach of feature selection based on the karhunen-loeve expansion
    • Kittler, J. & Young, P., 1973. A new approach of feature selection based on the karhunen-loeve expansion, Pattern Recognit., 5, 335-352.
    • (1973) Pattern Recognit. , vol.5 , pp. 335-352
    • Kittler, J.1    Young, P.2
  • 14
    • 0344984308 scopus 로고    scopus 로고
    • Seismic monitoring at stromboli volcano (italy): A case study for data reduction and parameter extraction
    • Langer, H. & Falsaperla, S., 2003. Seismic monitoring at stromboli volcano (italy): A case study for data reduction and parameter extraction, J. Volc. Geother. Res., 128, 233-245.
    • (2003) J. Volc. Geother. Res. , vol.128 , pp. 233-245
    • Langer, H.1    Falsaperla, S.2
  • 15
    • 33646374480 scopus 로고    scopus 로고
    • Automatic classification and a-posteriori analysis of seismic event identification at soufrière hills volcano, montserrat
    • Langer, H., Falsaperla, S., Powell, T. & Thompson, G., 2006. Automatic classification and a-posteriori analysis of seismic event identification at soufrière hills volcano, montserrat, J. Volc. Geother. Res., 153, 1-10.
    • (2006) J. Volc. Geother. Res. , vol.153 , pp. 1-10
    • Langer, H.1    Falsaperla, S.2    Powell, T.3    Thompson, G.4
  • 16
    • 0034451754 scopus 로고    scopus 로고
    • Comparison of manual and autoatic onset time picking
    • Leonard, M., 2000. Comparison of manual and autoatic onset time picking, Bull. seism. Soc. Am., 90(6), 1384-1390.
    • (2000) Bull. Seism. Soc. Am. , vol.90 , Issue.6 , pp. 1384-1390
    • Leonard, M.1
  • 17
    • 0002762339 scopus 로고    scopus 로고
    • Volcanic seismicity
    • in Academic Press, San Diego
    • McNutt, S.R., 2000. Volcanic seismicity, in Encyclopedia of Volcanoes, pp. 1015-1033, Academic Press, San Diego.
    • (2000) Encyclopedia of Volcanoes , pp. 1015-1033
    • McNutt, S.R.1
  • 18
    • 0019280090 scopus 로고
    • Performance tradeoffs in dynamic time warping algorithms for isolated word recognition
    • Myers, C., Rabiner, L.R. & Rosenberg, A.E., 1980. Performance tradeoffs in dynamic time warping algorithms for isolated word recognition, IEEE Trans. Acoust., Speech, Signal Process., ASSP-28(6), 623-635.
    • (1980) IEEE Trans. Acoust., Speech, Signal Process. , vol.ASSP-28 , Issue.6 , pp. 623-635
    • Myers, C.1    Rabiner, L.R.2    Rosenberg, A.E.3
  • 19
    • 0012412331 scopus 로고    scopus 로고
    • Continous automatic classification of seismic signals of volcanic origin at Mt. Merapi, Java, Indonesia
    • PhD thesis, Institut für Geowissenschaften, Universität Postdam
    • Ohrnberger, M., 2001. Continous automatic classification of seismic signals of volcanic origin at Mt. Merapi, Java, Indonesia, PhD thesis, Institut für Geowissenschaften, Universität Postdam.
    • (2001)
    • Ohrnberger, M.1
  • 20
    • 0024610919 scopus 로고
    • A tutorial on hidden markov models and selected applications in speech recognition
    • Rabiner, L.R., 1989. A tutorial on hidden markov models and selected applications in speech recognition, Proc. IEEE, 77(2), 257-286.
    • (1989) Proc. IEEE , vol.77 , Issue.2 , pp. 257-286
    • Rabiner, L.R.1
  • 22
    • 0033393307 scopus 로고    scopus 로고
    • Robust automatic p-phase picking: An on-line implementation in the analysis of broadband seismogram recordings
    • Sleeman, R. & van Eck, T., 1999. Robust automatic p-phase picking: an on-line implementation in the analysis of broadband seismogram recordings, Phys. Earth planet. Inter., 113(1), 265-275.
    • (1999) Phys. Earth Planet. Inter. , vol.113 , Issue.1 , pp. 265-275
    • Sleeman, R.1    van Eck, T.2
  • 23
    • 57049121597 scopus 로고    scopus 로고
    • Statistisches-Bundesamt Verkehr; verkehrsunfälle, Tech. Rep. 2080700057004, Statistisches Bundesamt, Wiesbaden, Fachserie 8 Reihe 7
    • Statistisches-Bundesamt, 2006. Verkehr; verkehrsunfälle, Tech. Rep. 2080700057004, Statistisches Bundesamt, Wiesbaden, Fachserie 8 Reihe 7.
    • (2006)
  • 24
    • 0018478773 scopus 로고
    • Complex seismic trace analysis
    • Taner, M.T., Koehler, F. & Sheriff, R.E., 1979. Complex seismic trace analysis, Geophysics, 44(6), 1041-1063.
    • (1979) Geophysics , vol.44 , Issue.6 , pp. 1041-1063
    • Taner, M.T.1    Koehler, F.2    Sheriff, R.E.3
  • 25
    • 57049136480 scopus 로고
    • Identification of seismic sources: Earthquake or underground explosion. in multidimensional discrimination techniques: Theory and application in: Identification of seismic sources-earthquake or underground explosion
    • in eds Husebye, E.S. & Mykkeltveit, S., D. Reidel Publishing Company, Boston, Massachusetts
    • Tjostheim, D., 1981. Identification of seismic sources: Earthquake or underground explosion. in multidimensional discrimination techniques: theory and application in: Identification of seismic sources-earthquake or underground explosion, in Proceedings of the NATO Advanced Study Institute held at Voksenasen, Oslo, Norway, September 8-18, 1980, eds Husebye, E.S. & Mykkeltveit, S., D. Reidel Publishing Company, Boston, Massachusetts.
    • (1981) Proceedings of the NATO Advanced Study Institute Held at Voksenasen, Oslo, Norway, September 8-18, 1980
    • Tjostheim, D.1
  • 28
    • 57049120412 scopus 로고    scopus 로고
    • The usability of hidden markov modelling in seismic detection and automatic warning level estimation of volcanic activity
    • Wassermann, J., Beyreuther, M., Ohrnberger, M. & Carniel, R., 2007. The usability of hidden markov modelling in seismic detection and automatic warning level estimation of volcanic activity, Seismol. Res. Lett., 78, p. 249.
    • (2007) Seismol. Res. Lett. , vol.78 , pp. 249
    • Wassermann, J.1    Beyreuther, M.2    Ohrnberger, M.3    Carniel, R.4
  • 29
    • 0031714909 scopus 로고    scopus 로고
    • A comparison of selected trigger algorithms for automated global seismic phase and event detection
    • Withers, M., Aster, R., Young, C., Beiriger, J., Harris, M., Moore, S. & Trujillo, J., 1998. A comparison of selected trigger algorithms for automated global seismic phase and event detection, Bull. seism. Soc. Am., 88, 95-106.
    • (1998) Bull. Seism. Soc. Am. , vol.88 , pp. 95-106
    • Withers, M.1    Aster, R.2    Young, C.3    Beiriger, J.4    Harris, M.5    Moore, S.6    Trujillo, J.7
  • 30
    • 0003822743 scopus 로고    scopus 로고
    • Tech. rep. Cambridge University Engineering Department, HTK Version 3.4
    • Young, S. et al., 2006. The htk book, Tech. rep., Cambridge University Engineering Department, HTK Version 3.4.
    • (2006) The Htk Book
    • Young, S.1


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