Post-processing of sequential indicator simulation realizations for modeling geologic bodies

Jorge Kazuo Yamamoto1, Paulo Milton Barbosa Landim2, Antônio Tadashi Kikuda1, Cláudio Benedito Baptista Leite3, Santiago Díaz de Freijo López1
1Department of Environmental and Sedimentary Geology, University of São Paulo, São Paulo, Brazil
2Department of Applied Geology UNESP, –Universidade Estadual Paulista, São Paulo, Brazil
3Federal University of Sao Paulo, São Paulo, Brazil

Tóm tắt

Từ khóa


Tài liệu tham khảo

Deutsch, C.V.: Cleaning categorical variable (lithofacies) realizations with maximum a-posteriori selection. Comput. Geosci. 24, 551–562 (1998)

Deutsch, C.V.: Geostatistical Reservoir Modeling, p 376. Oxford University Press, New York (2002)

Deutsch, C.V.: A sequential indicator simulation program for categorical variables with point and block data: BlockSIS. Comput. Geosci. 32, 1669–1681 (2006)

Journel, A.G.: Nonparametric estimation of spatial distributions. Math. Geol. 15, 445–468 (1983)

Kader, G.D., Perry, M.: Variability of categorical data. J. Stat. Educ. 15, 17 (2007) http: //www.amstat.org/publications/jse/v15n2/kader.html (accessed on March, 14, 2014)

Leuangthong, O., Khan, K.D., Deutsch, C.V.: Solved Problems in Geostatistics, p 208. John Wiley & Sons, Hoboken (2008)

Parasnis, D.S.: Principles of Applied Geophysics, 4th edn, p. 420. Chapman and Hall, London (1986)

Pyrcz, M.J., Deutsch, C.V.: Geostatistical Reservoir Modeling, 2nd edn, p. 433. Oxford University Press, New York (2014)

Soares, A.: Sequential indicator simulation with correction for local probabilities. Math. Geol. 30, 761–765 (1998)

Soares, A.: Geoestatística para as Ciências da terra e do Ambiente, p 214. IST Press, Lisboa (2006)

Telford, W.M., Geldart, L.P., Sheriff, R.E., Keys, D.A.: Applied Geophysics, p 860. Cambridge University Press, Cambridge (1976)

Yamamoto, J.K.: An alternative measure of the reliability of ordinary kriging estimates. Math. Geol. 32, 489–509 (2000)

Yamamoto, J.K., Landim, P.M.B.: Geoestatística: Conceitos e Aplicações, p 215. Oficina de Textos, São Paulo (2013)

Yamamoto, J.K., Mao, X.M., Koike, K., Crosta, A.P., Landim, P.M.B., Hu, H.Z., Wang, C.Y., Yao, L.Q.: Mapping an uncertainty zone between interpolated types of a categorical variable. Comput. Geosci. 40, 146–152 (2012)

Yamamoto, J.K., Koike, K., Kikuda, A.T., Campanha, G.A.C., Correia, A.E.: Post-processing for uncertainty reduction in computed 3D geological models. Tectonophysics 633, 232–245 (2014)