Automatic wave group identification on deep seismic refraction data using SMF clustering

IEEE Geoscience and Remote Sensing Letters

Volumn 5, Issue 4, 2008, Pages 687-690

  De Melo, Frederico Xavier ^a,b   Borges, Geovany Araújo ^a   Soares, José Eduardo Pereira ^a  

^a UNIVERSITY OF BRASILIA   (Brazil)

^b WESTERNGECO   (United States)

Author keywords

Deep refraction; Fuzzy clustering; Phase identification; Split and merge

Indexed keywords

AUTOMATION; ELECTRONIC DATA INTERCHANGE; FLOW OF SOLIDS; MERGERS AND ACQUISITIONS; REFRACTION; SEISMOLOGY;

AUTOMATIC IDENTIFICATIONS; CLUSTERING TECHNIQUES; CONSTANT VELOCITIES; DEEP REFRACTION; EXTRACT LINES; PHASE IDENTIFICATION; SEISMIC REFRACTION DATUMS; SEISMIC REFRACTIONS; SPLIT AND MERGE; SYNTHETIC AND REAL DATUMS; WAVE GROUPS;

FUZZY CLUSTERING;

EID: 55649084610     PISSN: 1545598X     EISSN: None     Source Type: Journal    
DOI: 10.1109/LGRS.2008.2002643     Document Type: Article

References (16)

1. V. Cervený and I. Molotkov, Ray Methods in Seismology, vol. 1. Prague, Czech Republic: Univ. Karlova Press, 1977.
2. P. Giese, Explosion Seismology in Central Europe, Berlin, Germany: Springer-Verlag, 1976, ch. General Remarks on Travel Time Data and Principles of Correlation.
3. S. Stein and M. Wysession, An Introduction to Seismology, Earthquakes, and Earth Structure, vol. 1. Oxford, U.K.: Blackwell, 2003.
4. V. Nguyen, A. Martinelli, N. Tomatis, and R. Siegwart, "A comparison of line extraction algorithms using 2D laser rangefinder for indoor mobile robotics," in Proc. Conf. IROS, 2005, pp. 1929-1934.
5. R. O. Duda, P. E. Hart, and D. G. Stork, Pattern Classification, 2nd ed. New York: Wiley, 2000.
6. A. Siadat, A. Kaske, S. Klausmann, M. Dufaut, and R. Husson, "An optimized segmentation method for a 2D laser-scanner applied to mobile robot navigation," in Proc. 3rd IFAC Symp. Intell. Compon. Instrum. Control Appl., 1997, vol. 1, pp. 153-158.
7. G. A. Borges and M.-J. Aldon, "Line extraction in 2D range images for mobile robotics," J. Intell. Robot. Syst., vol. 40, no. 3, pp. 267-297, Jul. 2004.
8. Q. Ji and R. M. Haralick, "Breakpoint detection using covariance propagation," IEEE Trans. Pattern Anal. Mach. Intell., vol. 20, no. 8, pp. 845-851, Aug. 1998.
9. S. Theodoridis and K. Koutroumbas, Pattern Recognition, 2nd ed, vol. 1. San Diego, CA: Elsevier, 2003.
10. R. Dave and R. Krishnapuram, "Robust clustering methods: A unified view," IEEE Trans. Fuzzy Syst., vol. 5, no. 2, pp. 270-293, May 1997.
11. G. A. Borges and M. Aldon, "A split-and-merge segmentation algorithm for line extraction in 2-D range images," in Proc. 15th Int. Conf. Pattern Recog., 2000, pp. 441-444.
12. P. Giese, Explosion Seismology in Central Europe. Berlin, Germany: Springer-Verlag, 1976, ch. Problems and Tasks of Data Generalization.
13. J. E. Soares, J. Berrocal, R. A. Fuck, W. D. Mooney, and D. B. R. Ventura, "Seismic characteristics of central Brazil crust and upper mantle: A deep seismic refraction study," J. Geophys. Res. (Solid Earth), vol. 111, no. B12, pp. 1029-1060, Dec. 2006.
14. F. X. de Melo and G. A. Borges, "P-wave onset time determination based on background noise autoregressive model tracking with Kalman filtering," in Proc. Int. Assoc. Seismology Phys. Earth's Interior Gen. Assem., Santiago, Chile, Oct. 2005, p. 1.
15. F. X. de Melo, G. A. Borges, and J. E. P. Soares, "Detecç ão automática das primeiras fases: Aplicação em refração sísmica profunda," in Proc. II Simpósio Brasileiro de Geofísica, S. B. Geotísica, Ed, Natal, Brazil, Sep. 2006, pp. 1-6.
16. N. Christensen and W. Mooney, "Seismic velocity structure and composition of the continental crust: A global view," J. Geophys. Res., vol. 100, no. B6, pp. 9761-9788, Jun. 1995.