Format:
255 S.
ISBN:
9789073781771
Series Statement:
Education Tour Series
Content:
Contents: Chapter 1: Introduction to Geostatistics and Earth Modelling from Seismic Data Course Overview. Earth Modelling Workflow with Seismic Data. Introduction to Geostatistics. - Chapter 2: 3-D Geostatistical Interpolation & Filtering. Simple Kriging. Ordinary Kriging. Kriging with Locally Variable Mean. External Drift Kriging. Cokriging. - Chapter 3: Stochastic Simulation with Seismic Constraints. Sequential Gaussian Simulation Sequential Simulation with LVM or Collocated Cokriging. SGS with Non-linear Relationships. Simulation with Downscaling. FFT-Moving Average Simulation. Gradual Deformation. - Chapter 4: Facies Modelling from Seismic Data. Bayesian Classification. Sequential Indicator Simulation with Seismic ConstraintsTruncated Gaussian Simulation. Boolean Simulation Methods. Multi-Point Statistics Simulation. - Chapter 5: Stochastic Inversion. Geostatistical Inversion using SGSBayesian Stochastic Inversion. Exploiting Geostatistical Inversion Results. Joint Stochastic Inversion of Elastic and Petrophysical Properties. - Chapter 6: Statistical Rock Physics. Monte Carlo Simulation of Rock Physics Templates. Combining Rock Physics and Spatial Uncertainty. Uncertainty Propagation using Linearized Analysis. Rock Physics Inversion using MCS and Bayesian Methods. Pseudo-Well Generation. Direct Petrophysical Inversion. - Chapter 7: 4-D Earth Modelling. Initial Geomodel C Construction.Downscaling of Dynamic Properties. PEM-Based Calculation of Elastic Properties. Computation of 4-D Synthetics. 4-D Interpretation4-D Seismic History Matching.
Note:
MAB0014.001: M 09.0020
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