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Geostatistical Reservoir Modeling

Michael J. Pyrcz & Clayton V. Deutsch

Oxford University Press

Release Date
2022-09-15

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 5/5

In Stock

3.0 $

Category
Petroleum Science

File Type
Book

Language
English

File Format
PDF

Year
2014

Edition
2

ISBN-10
0199731446

ISBN-13
9780199731442

Pages
449 pages

File Size
41.903 MB

Release Date
2022-09-15

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Book Summary

Published in 2002, the first edition of “Geostatistical Reservoir Modeling” brought the practice of petroleum geostatistics into a coherent framework, focusing on tools, techniques, examples, and guidance. Emphasizing the interaction between geophysicists, geologists, and engineers, professionals, academics, and both graduate and undergraduate students received it well.

In this revised second edition of “Geostatistical Reservoir Modeling”, Deutsch collaborates with co-author Michael Pyrcz to provide an expanded (in coverage and format), full color illustrated, more comprehensive treatment of the subject with a full update on the latest tools, methods, practice, and research in the field of petroleum Geostatistics.

Key geostatistical concepts such as integration of geologic data and concepts, scale considerations, and uncertainty models receive greater attention, and new comprehensive sections are provided on preliminary geological modeling concepts, data inventory, conceptual model, problem formulation, large scale modeling, multiple point-based simulation and event-based modeling. Enhanced schematics, workflows, and examples extensively illustrate geostatistical methods, providing discussions on their capabilities and aiding in method selection. For example, this expanded second edition includes extensive discussion on the process of moving from an inventory of data and concepts through conceptual model to problem formulation to solve practical reservoir problems.

We include a greater number of examples, featuring practical geostatistical studies that illustrate the entire process—from data analysis and cleaning to post-processing and ranking. Furthermore, we discuss new methods developed since the first edition, covering models for integrating diverse data sources, multiple point-based simulation, event-based simulation, spatial bootstrap, and techniques for summarizing geostatistical realizations.