Geostatistical Spatial Modeling of Reservoir
- Recap of classic statistical concepts including PDF, CDF, Multivariate Probability Functions
- Why geostatistics differs from statistics
- Practice of experimental variogram calculation
- Analytical models for varigram fitting and its relation with covariances
- Ordinary Kriging
- Non stationary methods for kriging
- Indicator Kriging
- How geostatistics describes uncertainty
- Object-based and Pixel-based models for geostatistical modeling
- Cokriging and External-drift Kriging for Including Seismic trends in modeling of reservoir petrophysics
- Stochastic Simulation Approaches; Conditional vs Unconditional Simulation
- Sequential Gaussian Simulation
- Indicator Simulation for spatial modeling of lithofacies
- Truncated-Gaussian Simulation
- Zonation and quality check of petrophysical modelling process