Unsupervised seismic reservoir characterization using wavelet transform and self organizing maps of a deep-water field, Campos Basin, Offshore Brazil

SEG Technical Program Expanded Abstracts

Volumn 22, Issue 1, 2003, Pages 1458-1461

  De Matos, Marcílio Castro ^a,b   Osório, Paulo Léo Manassi ^a   Johann, Paulo Roberto Schroeder ^c  

^a PONTIFICAL CATHOLIC UNIVERSITY OF RIO DE JANEIRO   (Brazil)

^b MILITARY INSTITUTE OF ENGINEERING   (Brazil)

^c PETROBRAS   (Brazil)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 84955147561     PISSN: 10523812     EISSN: 19494645     Source Type: Conference Proceeding    
DOI: 10.1190/1.1817566     Document Type: Conference Paper

References (8)

1. Hoekstra, E.V., 1996, Multiscale Analysis of Seismic Data by the Wavelet Transform: Msc. Thesis, Delft University of Technology.
2. Johann, P., 1997, Inversion sismo-stratigraphique et simulations stochastiques: reservoir turbiditique, offshore du brésil. Intégration géologique, géophysique et géostatistique en 3-D, Ph. D. Thesis, Université de Paris VI.
3. Johann, P., Castro, D. D., and Barroso, A. S., 2001, Reservoir Geophysics: Seismic pattern recognition applied to ultra-deepwater oilfield in Campos Basin, Offshore Brazil: SPE International, Argentina.
4. Kohonen, T., 2001, Self-organizing maps: Springer-Verlag New York, Incorporated, 3RD.
5. Mallat S., Hwang W.L., 1992, Singularity detection and processing with wavelets, IEEE Transactions on Information Theory, vol. 32, no. 2.
6. Morice, M., Keskes, N., JeanJean, F., 1996, Manual and automatic seismic facies on SISMAGE worstation: Un example of image analysis technique applied to the exploration of Perdana-Nakhoda turbidic fan complex (Pliocene offshore Brunei), IMA3G research project, Elf aquitaine production. 1996 SEG Meeting abstracts.
7. Taner, M. T., Walls, J. and Taylor, G., 2001, Seismic attributes, their use in petrophysical classification: EAGE 63rd Conference & Technical Exhibition - Amsterdam, The Netherlands, June, 11-15.
8. Vesanto, J., Alhoniemi, E., 2000, Clustering of the Self-Organizing Map: IEEE Transactions on Neural Networks, Volume 11, Number 3, pp. 586-600.