Ma Y. Quantitative Geosciences. Data Analytics, Geostatistics,...Modeling 2019

Textbook in PDF format

Preface.
Introduction and Overview.
Reservoir Characterization.
Essential Reservoir Geology and Multi-Scales of Petroleum Reservoir Heterogeneities.
Introduction to Petrophysical Reservoir Characterization.
Practical Seismic Reservoir Characterization.
Statistical and Data Analytical Reservoir Characterization.
Geostatistical Reservoir Characterization.
Integrated Facies and Lithofacies Analysis, Identification and Classification.
Geological and Reservoir Modeling.
Constructing a Reservoir-Model Framework.
Geostatistical Modeling Methods.
Facies and Lithofacies Modeling.
Porosity Modeling.
Permeability Modeling.
Fluid-Saturation Modeling.
Uncertainty Analysis and Volumetrics Evaluation.
Special and Advanced Topics.
Naturally Fractured Reservoir Characterization and Modeling.
Updating a Reservoir Model and Feedback Loop in Reservoir Modeling.
Ranking Reservoir Models.
Reservoir Model Upscaling, Simulation and Validation.
Common and Uncommon Pitfalls in Integrated Reservoir Characterization and Modeling.
Planning an Integrated Reservoir Characterization and Modeling Project.
Towards a Fully Integrated Reservoir Characterization, Modeling and Uncertainty Analysis for Petroleum Resource Management and Field Development