A SGeMS code for pattern simulation of continuous and categorical variables: FILTERSIM

Computers and Geosciences

Volumn 34, Issue 12, 2008, Pages 1863-1876

  Wu, Jianbing ^a   Boucher, Alexandre ^a   Zhang, Tuanfeng ^b  

^a STANFORD UNIVERSITY   (United States)

^b SCHLUMBERGER DOLL RESEARCH   (United States)

Author keywords

Filter; Multiple point statistics; Pattern classification; Similarity; Training image

Indexed keywords

CHLORINE COMPOUNDS; GEOLOGICAL SURVEYS; RHENIUM COMPOUNDS; WAVE FILTERS;

CATEGORICAL VARIABLES; CONTINUOUS VARIABLES; DISTANCE FUNCTIONS; FILTER; GEOLOGICAL STRUCTURES; GEOSTATISTICAL; MULTIPLE-POINT STATISTICS; PATTERN CLASSIFICATION; PATTERN SIMULATION; SEISMIC SURVEYS; SEQUENTIAL SIMULATION; SIMILARITY; SIMULATION GRIDS; SPATIAL PATTERNING; SURFACE DATA; TRAINING IMAGE; TRAINING IMAGES; TRAINING PATTERNS; WELL DATA;

DATA STRUCTURES;

ALGORITHM; COMPUTER SIMULATION; DATA PROCESSING; GEOLOGICAL STRUCTURE; GEOSTATISTICS; IMAGE ANALYSIS; SEISMIC SURVEY; SOFTWARE; SPATIAL ANALYSIS; VARIANCE ANALYSIS;

EID: 52049124779     PISSN: 00983004     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cageo.2007.08.008     Document Type: Article

References (19)

1. Arpat, G.B., 2004. Sequential simulation with patterns. Ph.D. Dissertation, Stanford University, Stanford, CA, 166pp.
2. Arpat G.B., and Caers J. Conditional simulation with patterns. Mathematical Geology 39 2 (2007) 177-203
3. Austern M.H. Generic Programming and the STL (1998), Addison Wesley, Boston, MA 548pp
4. Bonet J.S.D. Multiresolution sampling procedure for analysis and synthesis of texture images. Computer Graphics 31 (1997) 361-368 (Annual Conference Series)
5. Deutsch C.V., and Journel A.G. GSLIB: Geostatistical Software Library and User's Guide. second ed. (1998), Oxford University Press, New York, NY 369pp
6. Goovaerts P. Geostatistics for Natural Resources Evaluation (1997), Oxford University Press, New York, NY 483pp
7. Guardiano F., and Srivastava R.M. Multivariate geostatistics: beyond bivariate moments. In: Soares A. (Ed). Proceedings of the Fourth International Geostatistics Congress vol. 1 (1992), Kluwer Academic Publications, Dordrecht, Netherlands 133-144
8. Haldorsen H., and Chang D. Notes on stochastic shales: from outcrop to simulation model. In: Lake L., and Caroll H. (Eds). Reservoir Characterization (1986), Academic Press, Burlington, MA 445-485
9. Hartigan J.A. Clustering Algorithms (1975), Wiley, New York, NY 351pp
10. Jolliffe I.T. Principal Component Analysis (1986), Springer, New York, NY 271pp
11. Journel A.G. Geostatistics: roadblocks and challenges. In: Soares A. (Ed). Proceedings of the Fourth International Geostatistics Congress vol. 1 (1992), Kluwer Academic Publications, Dordrecht, Netherlands 133-144
12. Journel A.G. Combining knowledge from diverse sources: an alternative to traditional data independence hypotheses. Mathematical Geology 34 5 (2002) 573-596
13. Krause E.F. Taxicab Geometry: An Adventure in Non-Euclidean Geometry (1987), Dover Publications, New York, NY 88pp
14. S TL: the geostatistical template library in C ++. M.S. Thesis, Stanford University, Stanford, CA, 142pp.
15. Strebelle, S., 2000. Sequential simulation drawing structures from training images. Ph.D. Dissertation, Stanford University, Stanford, CA, 187pp.
16. Tran T. Improving variogram reproduction on dense simulation grids. Computers & Geosciences 20 7 (1994) 1161-1168
17. Wei, L., 2001. Texture synthesis by fixed neighborhood searching. Ph.D. Dissertation, Stanford University, Stanford, CA, 132pp.
18. Zhang, T., 2006. Filter-based training pattern classification for spatial pattern simulation. Ph.D. Dissertation, Stanford University, Stanford, CA, 137pp.
19. Zhang T., Switzer P., and Journel A.G. Filter-based classification of training image patterns for spatial simulation. Mathematical Geology 38 1 (2006) 63-80