Stochastic Modeling and Geostatistics
This book is dedicated in part to understanding qualitative and deterministic geologic models in terms of statistics. The book is precisely concerned with the fact that given the same set of data, different geologists will generate different results, all of which may be valid interpretations. It is the premise of the authors that understanding the interpretive variations is far more important than identifying any one particular model as truth.
- Genre: All Books, Statistics & Geostatistics
Cast & Characters
Introduction
Getting Started
Principles
Introduction
Public Domain Software and Bibliography
| 3-16 | An Overview of Stochastic Methods for Reservoir Characterization |
| 19-20 | Geostatistics and Reservoir Geology |
| 21-24 | Reflections on the Proliferation of Geostatistics in Petroleum Exploration and Production |
| 27-36 | Fundamentals of Semivariogram Estimation, Modeling, and Usage |
| 37-54 | The Sample Support Problem for Permeability Assessmet in Sandstone Reservoirs |
| 55-64 | Theory and Applications of Vertical Variability Measures from Markov Chain Analysis |
| 65-74 | A Review of Basic Upscaling Procedures: Advantages and Disadvantages |
| 77-90 | Modeling Heterogeneities in Fluvial Domains: A Review of the Influence on Production Profiles |
| 91-108 | A Prototype Procedure for Stochastic Modeling of Facies Tract Distribution in Shoreface Reservoirs |
| 109-120 | Numerical Facies Modeling Combining Deterministic and Stochastic Methods |
| 121-130 | Geostatistical Analysis of Oil Production and Potential Using Indicator Kriging |
| 131-142 | Integrating Well Test–Derived Effective Absolute Permeabilities in Geostatistical Reservoir Modeling |
| 143-158 | Constraining Geostatistical Reservoir Descriptions with 3-D Seismic Data to Reduce Uncertainty |
| 159-176 | Importance of a Geological Framework and Seismic Data Integration for Reservoir Modeling and Subsequent Fluid-Flow Predictions |
| 177-200 | Integration of Well and Seismic Data Using Geostatistics |
| 201-216 | 3-D Implementation of Geostatistical Analyses—The Amoco Case Study |
| 217-240 | Stochastic Structural Modeling of Troll West, with Special Emphasis on the Thin Oil Zone |
| 241-248 | Simulating Geological Uncertainty with Imprecise Data for Groundwater Flow and Advective Transport Modeling |
| 249-260 | Fractal Methods for Fracture Characterization |
| 261-272 | Description of Reservoir Properties Using Fractals |
| 273-286 | Geostatistical Modeling of Chalk Reservoir Properties in the Dan Field, Danish North Sea |
| 287-322 | Integrated Modeling for Optimum Management of a Giant Gas Condensate Reservoir, Jurassic Eolian Nugget Sandstone, Anschutz Ranch East Field, Utah Overthrust (U.S.A.) |
| 323-338 | Identification and 3-D Modeling of Petrophysical Rock Types |
| 339-346 | The Visualization of Spatial Uncertainty |
| 349-368 | Public Domain Geostatistics Programs: STATPAC, Geo-EAS, GEOPACK, Geostatistical Toolbox, and GSLIB |
