Kelkar Mohan, Perez Godofredo, Chopra Anil. Applied Geostatistics for Reservoir Characterization

SPE, 2002. — 264 p. — ISBN: 9781555630959.Geostatistics is an increasingly important tool for developing an integrated reservoir description. Though Applied Geostatistics for Reservoir Characterization is written to illustrate the importance of geostatistics in improving the reservoir characterization process, it does not require any prior knowledge of statistics or advanced mathematics.Principles of Statistics
Spatial Relationships: Estimation and Modeling
Conventional Estimation Techniques
Conditional Simulation Techniques
Grid-based Simulation Methods
Object-based Simulation Methods
Scaleup
Looking Ahead
Appendices:
Field Data
Derivations of Principles of Statistics
Derivations of Spatial Relationships
Derivations of Conventional Estimation Methods
Mathematical Details for Simulated Annealing
Mathematical Details for upscaling
Author Index
Subject Index