Determination of permeability transforms from geophysical logs using statistical pattern recognition: The Mardie greensand

Exploration Geophysics

Volumn 28, Issue 2, 1997, Pages 181-184

  Zhang, Yujin ^a   Loilback, Patrick A ^a   Salisch, Henry A ^a   Schulz Rojahn, Jorg ^b  

^a UNIVERSITY OF NEW SOUTH WALES   (Australia)

^b West Australian Petroleum Pty Ltd   (Australia)

Author keywords

Complex formation; Electrofacies; Geophysical logs; Permeability transform; Statistical pattern recognition

Indexed keywords

EID: 85009371874     PISSN: 08123985     EISSN: 18347533     Source Type: Journal    
DOI: 10.1071/EG997181     Document Type: Article

References (7)

1. Bonnet, A. and Dahan, C., 1983, Oil well interpretation using expert systems and pattern recognition techniques: 8th International Joint Conference on Artificial Intelligence, Proceedings: American Association on Artificial Intelligence, Palo Alto, 185-189.
2. Derek, H., Johns, R. and Pasternack, E., 1990, Comparative study of back propagation neural network and statistical pattern recognition techniques in identifying sandstone lithofacies: Conference on Artificial Intelligence in Petroleum Exploration and Production, Proceedings: Texas A&M University, College Station, 41-49.
3. Devijver, PA. and Kittler, J., 1982, Pattern recognition: A statistical approach: Prentice-Hall International, Englewood Cliffs, N.J.
4. Johnson, W.W., 1994, Permeability determination from well logs and core data: Presented at the Permian Basin Oil and Gas Recovery Conference, Society of Petroleum Engineers.
5. Pickett, G.R., 1973, Pattern recognition as a means of formation evaluation: The Log Analyst 14, no. 4, 3-11.
6. Zhang Y.J., 1992, Selection of log analysis models using pattern recognition techniques: Petroleum Exploration and Development, Supplement, 102-106.
7. Zhang, Y.J., Lollback, P.A. and Salisch, H.A., 1996, Transforms to relate porosity and permeability in the Mardie Greensand - a case study in the Carnarvon Basin, Western Australia: Proceedings of The Second Well Logging Symposium of Japan, Paper O.