Simulating reservoir lithologies by an actively conditioned Markov chain model

[1]  John F. Canny,et al.  A Computational Approach to Edge Detection , 1986, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[2]  Alejandro Sánchez,et al.  Reservoir characterization using intelligent seismic inversion , 2005 .

[3]  Marita Stien,et al.  Facies Modeling Using a Markov Mesh Model Specification , 2011 .

[4]  Gerard V. Middleton,et al.  Johannes Walther's Law of the Correlation of Facies , 1973 .

[5]  Dries Gisolf,et al.  Acoustic nonlinear full-waveform inversion on an outcrop-based detailed geological and petrophysical model (Book Cliffs, Utah) , 2014 .

[6]  David R. Taylor,et al.  Recognition of High-Frequency Sequences in the Kenilworth Member of the Blackhawk Formation, Book Cliffs, Utah , 1991 .

[7]  Michel Dekking,et al.  A Markov Chain Model for Subsurface Characterization: Theory and Applications , 2001 .

[8]  Dian-Qing Li,et al.  Simulation of geologic uncertainty using coupled Markov chain , 2016 .

[9]  S. Flint,et al.  Sequence stratigraphy of Cretaceous shallow marine sandstones, Book Cliffs, Utah: application to reservoir modelling , 1993 .

[10]  Xiaoguang Luo,et al.  GPS Stochastic Modelling: Signal Quality Measures and ARMA Processes , 2013 .

[11]  F. M. Dekking,et al.  Modelling Subsurface Heterogeneity by Coupled Markov Chains: Directional Dependency, Walther’s Law and Entropy , 2005 .

[12]  L. Y. Hu,et al.  Multiple‐point geostatistics for modeling subsurface heterogeneity: A comprehensive review , 2008 .

[13]  Dries Gisolf,et al.  Obtaining a high-resolution geological and petrophysical model from the results of reservoir-orientated elastic wave-equation-based seismic inversion , 2017, Petroleum Geoscience.

[14]  Steven F. Carle,et al.  CONDITIONAL SIMULATION OF HYDROFACIES ARCHITECTURE: A TRANSITION PROBABILITY/MARKOV APPROACH1 , 1998 .

[15]  Cesare Furlanello,et al.  A Comparison of MCC and CEN Error Measures in Multi-Class Prediction , 2010, PloS one.

[16]  Sebastien Strebelle,et al.  Conditional Simulation of Complex Geological Structures Using Multiple-Point Statistics , 2002 .

[17]  Weidong Li,et al.  Markov Chain Random Fields for Estimation of Categorical Variables , 2007 .

[18]  Steven F. Carle,et al.  Three‐dimensional hydrofacies modeling based on soil surveys and transition probability geostatistics , 1999 .

[19]  Henning Omre,et al.  Improved resolution in Bayesian lithology/fluid inversion from prestack seismic data and well observations: Part 1 — Methodology , 2010 .

[20]  Pejman Tahmasebi,et al.  Multiple-point geostatistical modeling based on the cross-correlation functions , 2012, Computational Geosciences.

[21]  N. Gracias,et al.  Vertical-to-Lateral Transitions Among Cretaceous Carbonate Facies—A Means to 3-D Framework Construction Via Markov Analysis , 2012 .

[22]  Carlo Gaetan,et al.  spMC: an R-package for 3D lithological reconstructions based on spatial Markov chains , 2016, Comput. Geosci..

[23]  G. Fogg,et al.  Transition probability-based indicator geostatistics , 1996 .

[24]  H. Haldorsen,et al.  Stochastic Modeling (includes associated papers 21255 and 21299 ) , 1990 .

[25]  Jef Caers,et al.  Multi-point geostatistics – an introductory overview , 2010 .

[26]  Carl-Fredrik Westin,et al.  Segmentation of Thalamic Nuclei from DTI Using Spectral Clustering , 2006, MICCAI.

[27]  P. M. Berg,et al.  Target Oriented Non-linear Inversion of Seismic Data , 2010 .

[28]  Allan S. Crowe,et al.  Capturing Geological Realism in Stochastic Simulations of Rock Systems with Markov Statistics and Simulated Annealing , 2000 .

[29]  H. Omre,et al.  Hierarchical Bayesian lithology/fluid prediction: A North Sea case study , 2012 .

[30]  G. Fogg,et al.  Modeling Spatial Variability with One and Multidimensional Continuous-Lag Markov Chains , 1997 .

[31]  B. Matthews.  Comparison of the predicted and observed secondary structure of T4 phage lysozyme. , 1975, Biochimica et biophysica acta.

[32]  D. Gisolf,et al.  Non-linear full-waveform inversion (FWI-res) of time-lapse seismic data on a higher-resolution geological and petrophysical model, Book Cliffs (Utah, USA) , 2015 .

[33]  P. M. Berg,et al.  Target-oriented Non-linear Inversion of Time-lapse Seismic Data , 2010 .