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Volumn 34, Issue 2, 2002, Pages 143-167

Modeling conditional distributions of facies from seismic using neural nets

Author keywords

Neural networks; Pattern recognition; Seismic inversion

Indexed keywords

ARTIFICIAL NEURAL NETWORK; FACIES ANALYSIS; SEISMIC DATA;

EID: 0013014453     PISSN: 08828121     EISSN: 15738868     Source Type: Journal    
DOI: 10.1023/A:1014460101588     Document Type: Article
Times cited : (29)

References (22)
  • 1
    • 0028573193 scopus 로고
    • Joint simulation of multiple variables with a Markov-type coregionalization model
    • Almeida, A., and Journel, A. G., 1993, Joint simulation of multiple variables with a Markov-type coregionalization model: Math Geol., v. 26 no. 5, p. 565-588.
    • (1993) Math Geol. , vol.26 , Issue.5 , pp. 565-588
    • Almeida, A.1    Journel, A.G.2
  • 3
    • 0029767506 scopus 로고    scopus 로고
    • Incorporating seismic attribute maps in 3D reservoir models
    • Society of Petroleum Engineers, Denver, Oct. 4-7, 1996, SPE no. 36499
    • Behrens, R., Macleod, M. K., and Tran, T. T., 1996, Incorporating seismic attribute maps in 3D reservoir models, in Proceedings to the SPE Annual Conference and Technical Exhibition: Society of Petroleum Engineers, Denver, Oct. 4-7, 1996, SPE no. 36499.
    • (1996) Proceedings to the SPE Annual Conference and Technical Exhibition
    • Behrens, R.1    Macleod, M.K.2    Tran, T.T.3
  • 4
    • 0000583248 scopus 로고
    • Probabilistic interpretation of feedforward classification network outputs, with relation to statistical pattern recognition
    • Fogelman, F., and Herault, J., eds.: Springer, New York
    • Bridle, J. S., 1990, Probabilistic interpretation of feedforward classification network outputs, with relation to statistical pattern recognition, In Fogelman, F., and Herault, J., eds., Neurocomputing: Algorithms, architectures and applications: Springer, New York, p. 227-236.
    • (1990) Neurocomputing: Algorithms, Architectures and Applications , pp. 227-236
    • Bridle, J.S.1
  • 5
    • 0035280205 scopus 로고    scopus 로고
    • Geostatistical integration of rock physics, seismic amplitudes and geological models in North-sea turbidite systems
    • Caers, J., Avseth, P., and Mukerji, T., 2001, Geostatistical integration of rock physics, seismic amplitudes and geological models in North-Sea turbidite systems: Lead. Edge, v. 20, no. 3, p. 308-312.
    • (2001) Lead. Edge , vol.20 , Issue.3 , pp. 308-312
    • Caers, J.1    Avseth, P.2    Mukerji, T.3
  • 6
    • 26844550648 scopus 로고    scopus 로고
    • Calibrating an automated seismic interpretation tools from human expert knowledge
    • Cambridge, March 27-29, 2001
    • Caers, J., and Haas, A., 2001, Calibrating an automated seismic interpretation tools from human expert knowledge, in Third IMA Conference on modeling permeable rocks, Cambridge, March 27-29, 2001.
    • (2001) Third IMA Conference on Modeling Permeable Rocks
    • Caers, J.1    Haas, A.2
  • 10
    • 0030655749 scopus 로고    scopus 로고
    • Reconciling data at seismic and well-log scales in 3D earth modeling
    • Society of Petroleum Engineers, SPE no. 38698
    • Doyen, Ph., Psaila, D. E., den Boer, L. D., and Jans, D., 1997, Reconciling data at seismic and well-log scales in 3D earth modeling, in SPE Annual Technical Conference and Exhibition: Society of Petroleum Engineers, p. 465-474, SPE no. 38698.
    • (1997) SPE Annual Technical Conference and Exhibition , pp. 465-474
    • Doyen, Ph.1    Psaila, D.E.2    Den Boer, L.D.3    Jans, D.4
  • 11
    • 26844447000 scopus 로고    scopus 로고
    • Stochastic reservoir charaterization conditioned on seismic data
    • Baafi, E., and Schofield, N., eds.: Kluwer Academic, Wollongong
    • Eide, A. L., Omre, H., and Ursin, B., 1996, Stochastic reservoir charaterization conditioned on seismic data, in Baafi, E., and Schofield, N., eds., International geostatistics congress: Kluwer Academic, Wollongong.
    • (1996) International Geostatistics Congress
    • Eide, A.L.1    Omre, H.2    Ursin, B.3
  • 12
    • 0029415603 scopus 로고
    • A statistical methodology for deriving reservoir properties from seismic data
    • Fournier, F., and Derain, J. F., 1995, A statistical methodology for deriving reservoir properties from seismic data: Geophysics, v. 60, no. 5, 1437-1450.
    • (1995) Geophysics , vol.60 , Issue.5 , pp. 1437-1450
    • Fournier, F.1    Derain, J.F.2
  • 13
    • 0000974394 scopus 로고    scopus 로고
    • Markov models for Cross-covariances
    • Journel, A. G., 1999, Markov models for Cross-covariances: Math. Geol., v. 31, no. 8, 955-964.
    • (1999) Math. Geol. , vol.31 , Issue.8 , pp. 955-964
    • Journel, A.G.1
  • 14
    • 0012517723 scopus 로고    scopus 로고
    • Generation of a reference petrophysical and seismic 3D data set: The Stanford V reservoir
    • Mao, S., and Journel, A. G., 1999, Generation of a reference petrophysical and seismic 3D data set: The Stanford V reservoir, in Stanford Center for Reservoir Forecasting Annual Meeting. Available at: http://ekofisk.stanford.edu/SCRF.html.
    • (1999) Stanford Center for Reservoir Forecasting Annual Meeting
    • Mao, S.1    Journel, A.G.2
  • 16
    • 0033332823 scopus 로고    scopus 로고
    • Principal component analysis applied to 3D seismic data for reservoir property estimation
    • Society of Petroleum Engineers, Houston, Oct. 3-6, 1999, SPE no. 36499
    • Pairazian, K., and Scheevel, J., 1999, Principal component analysis applied to 3D seismic data for reservoir property estimation, in Proceeding to the SPE Annual Meeting and Technical Exhibition: Society of Petroleum Engineers, Houston, Oct. 3-6, 1999, SPE no. 36499.
    • (1999) Proceeding to the SPE Annual Meeting and Technical Exhibition
    • Pairazian, K.1    Scheevel, J.2
  • 17
    • 0027046366 scopus 로고
    • Reservoir characterization with probability field simulation
    • Society of Petroleum Engineers, Washington, DC, SPE no. 24753
    • Srivastava, M., 1992, Reservoir characterization with probability field simulation, in Proceeding to the SPE Annual Meeting and Technical Exhibition: Society of Petroleum Engineers, Washington, DC, SPE no. 24753, p. 927-938.
    • (1992) Proceeding to the SPE Annual Meeting and Technical Exhibition , pp. 927-938
    • Srivastava, M.1
  • 19
    • 0028975490 scopus 로고
    • A critical comparison of neural networks and discriminant analysis in lithofacies, porosity and permeability predictions
    • Wong, P. M., Jian, F. X., and Taggart, I. J., 1995, A critical comparison of neural networks and discriminant analysis in lithofacies, porosity and permeability predictions: J. Petroleum Geol., v. 18, no. 2, 191-206.
    • (1995) J. Petroleum Geol. , vol.18 , Issue.2 , pp. 191-206
    • Wong, P.M.1    Jian, F.X.2    Taggart, I.J.3
  • 21
    • 26844496221 scopus 로고    scopus 로고
    • Porosity modeling in a W. Texas carbonate reservoir conditioned to seismic data
    • in press
    • Yao, T., in press, Porosity modeling in a W. Texas carbonate reservoir conditioned to seismic data: Solving the difference of scale and precision problem.
    • Solving the Difference of Scale and Precision Problem
    • Yao, T.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.