Geostatistical reservoir modeling
A revised edition that provides a full update on the most current methods, tools, and research in petroleum geostatistics.
Read More ↓Title Statements
- Full title :Geostatistical reservoir modeling / Michael J. Pyrcz, Clayton V. Deutsch.
Summary
A revised edition that provides a full update on the most current methods, tools, and research in petroleum geostatistics.
Read More ↓Edition Statements
- Publication Date:©2014
- Edition:Second edition
Publication Statements
- Publisher(s):Oxford University Press
- Place of Publication:New York
- Language:eng
- Publication Date:©2014
The Physical Object
- Description:1 online resource (449 pages) : : illustrations
Edition Identifiers
- ISBN:9780199358830, 0199358834
- oclc:ocn874149979
- LC Classification:TN870.53
- Dewey Decimal:553.2/82015195
Table of Contents
Cover -- CONTENTS -- PREFACE -- ACKNOWLEDGMENTS -- 1 Introduction -- 1.1 COMMENTS ON SECOND EDITION -- 1.2 PLAN FOR THE BOOK -- 1.3 KEY CONCEPTS -- 1.4 MOTIVATION FOR RESERVOIR MODELS -- 1.5 DATA FOR RESERVOIR MODELING -- 1.6 THE COMMON WORK FLOW -- 1.7 AN INTRODUCTORY EXAMPLE -- 1.8 WORK FLOW DIAGRAMS -- 2 Modeling Principles -- 2.1 PRELIMINARY GEOLOGICAL MODELING CONCEPTS -- 2.1.1 The Story -- 2.1.2 Geological Models -- 2.1.3 Geological Model Overview -- 2.1.4 Basin Formation and Filling -- 2.1.5 Reservoir Architecture -- 2.1.6 Example Stories and Reservoir Modeling Significance -- 2.1.7 Section Summary -- 2.2 PRELIMINARY STATISTICAL CONCEPTS -- 2.2.1 Geological Populations and Stationarity -- 2.2.2 Notation and Definitions -- 2.2.3 Bivariate Distributions -- 2.2.4 Q-Q Plots and Data Transformation -- 2.2.5 Data Transformation -- 2.2.6 Declustering and Debiasing -- 2.2.7 Histogram and Cross-Plot Smoothing -- 2.2.8 Monte Carlo Simulation -- 2.2.9 Parameter Uncertainty -- 2.2.10 Bayesian Statistics -- 2.2.11 Work Flow -- 2.2.12 Section Summary -- 2.3 QUANTIFYING SPATIAL CORRELATION -- 2.3.1 The Random Function Concept -- 2.3.2 Calculating Experimental Variograms -- 2.3.3 Interpret…
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