Solved Problems in Geostatistics. (2011)

• Record Type: Book
• Further Information: Note: Oy Leuangthong, K. Daniel Khan, Clayton V. Deutsch.
• Authors: Leuangthong, Oy; Khan, K. Daniel; Deutsch, Clayton V
• Contents: Preface and Acknowledgments. 1. Introduction. 1.1 Plan of this Book. 1.2 The Premise of Geostatistics. 1.3 Nomenclature. 2. Getting Comfortable with Probabilities. 2.1 Parametric Probability Distributions. 2.2 Variance of Linear Combinations. 2.3 Standardization and Probability Intervals. 3. Obtaining Representative Distributions. 3.1 Basic Declustering. 3.2 Debiasing with Bivariate Glaussian Distribution. 3.3 Comparison of Declustering Methods. 4. Monte Carlo Simulation. 4.1 Impact of the Central Limit Theorem. 4.2 Bootstrap and Spatial Bootstrap. 4.3 Transfer of Uncertainty. 5. Variograms and Volume Variance. 5.1 Geometric Anisotropy. 5.2 Variogram Calculation. 5.3 Variogram Modeling and Volume Variance. 6. Kriging. 6.1 Stationary Kriging. 6.2 Nonstationary Kriging. 6.3 Screening Effect of Kriging. 7. Gaussian Simulation. 7.1 Bivariate Gaussian Distribution. 7.2 Conditioning by Kriging. 7.3 Gaussian Simulation. 8. Indicators. 8.1 Variogram of Objects. 8.2 Indicator Variograms and the Gaussian Distribution. 8.3 Indicator Simulation for Categorical Data. 9. Multiple Variables. 9.1 Linear Model of Coregionalization. 9.2 Gaussian Cosimulation. 9.3 Multiscale Cokriging. 10. Special Topics. 10.1 Decision Making in the Presence of Uncertainty. 10.2 Trend Model Construction. 10.3 Multiple Point Statistics. 11. Closing Remarks. Bibliography. Index.
• Edition: 1st
• Publisher Details: Wiley-Interscience
• Publication Date: 2011
• Extent: 1 online resource (208 pages)
• Languages: English
• ISBNs: 9781118210512
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.