Facies Modeling Using a Markov Mesh Model Specification

Mathematical Geosciences

Volumn 43, Issue 6, 2011, Pages 611-624

  Stien, Marita ^a   Kolbjørnsen, Odd ^a  

^a NORWEGIAN COMPUTING CENTER   (Norway)

Author keywords

Generalized linear models; Sequential simulation; Unilateral scan

Indexed keywords

CURRENT MODELS; EFFICIENT ESTIMATION; GAUSSIAN RANDOM FIELDS; GENERALIZED LINEAR MODEL; GEOLOGICAL FACIES; KEY FACTORS; MEMORY EFFICIENT; MESH MODEL; MODEL PARAMETERS; MODEL SPECIFICATIONS; PIXEL-BASED METHODS; RESERVOIR MODELS; SEQUENTIAL SIMULATION; SPATIAL CONTINUITY; STATISTICAL MODELS; TEST EXAMPLES; THREE DIMENSIONS; TRAINING IMAGE; TWO-POINT; UNILATERAL SCAN;

COMPUTER GRAPHICS; GAUSSIAN DISTRIBUTION; PARAMETER ESTIMATION;

SPECIFICATIONS;

COMPUTER SIMULATION; GAUSSIAN METHOD; GEOSTATISTICS; IMAGE ANALYSIS; MARKOV CHAIN; NUMERICAL MODEL; PIXEL;

EID: 79961031118     PISSN: 18748961     EISSN: 18748953     Source Type: Journal    
DOI: 10.1007/s11004-011-9350-9     Document Type: Article

References (14)

1. Abend K, Harley T, Kanal L (1965) Classification of binary random patterns. IEEE Trans Inf Theory IT-11: 538-544.
2. Cressie N, Davidson J (1998) Image analysis with partially ordered Markov models. Comput Stat Data Anal 29(1): 1-26.
3. Daly C (2005) Higher order models using entropy, Markov random fields and sequential simulation, vol 1. Springer, Berlin, pp 215-224.
4. Damsleth E, Tjølsen C, Omre H, Haldorsen H (1992) A two-stage stochastic model applied to a north sea reservoir. SPE JPT 44(4): 402-408.
5. Guardiano, Srivastava (1993) Multivariate geostatistics: beyond bivariate moments, vol 1. Kluwer, Dordrecht, pp 133-144.
6. Kjønsberg H, Kolbjørnsen O (2008) Markov mesh simulations with data conditioning through indicator kriging, vol 1. Kluwer, Dordrecht, pp 257-266.
7. Liu Y (2006) Using the Snesim program for multiple-point statistical simulation. Comput Geosci 32: 1544-1563.
8. McCullagh P, Nelder J (1989) Generalized linear models, 2 edn. Chapman and Hall, London.
9. Remy N, Boucher A, Wu J (2009) Applied geostatistics with SGeMS: a user's guide. Cambridge University Press, Cambridge.
10. Skorstad A, Kolbjørnsen O, Fjellvoll B, Howell J (2005) Sensitivity of oil production to petrophysical heterogeneities. Springer, Dordrecht.
11. Soleng H, Syversveen A, Kolbjørnsen O (2006) Comparing facies realizations: Defining metrices on realization space. In: Proceedings of the 10th European Conference in Mathematics of Oil Recovery, p A014.
12. Strebelle S (2000) In: Multivariate Geostatistics: Beyond Bivariate Moments, vol 1.
13. Strebelle S (2002) Conditional simulation of complex geological structures using multiple-point statistics. Math Geol 34.
14. Tjelmeland H, Besag J (1998) Markov random fields with higher-order interactions. Scand J Stat 25: 415-433.