دانلود کتاب An Introduction to Applied Geostatistics

In this book, the authors demonstrate how simple statistical methods can be used to analyze Earth science data. In clear language, they explain how various forms of the estimation method called 'kriging' can be employed for specific problems. A case study of a simulated deposit is the focus for the book. This model helps the student develop an understanding of how statistical tools work, serving as a tutorial to guide readers through their first independent geostatistical study. Content: Front Matter • Table of Contents 1. Introduction 2. Univariate Description 3. Bivariate Description 4. Spatial Description 5. The Exhaustive Data Set 6. The Sample Data Set 7. The Sample Data Set: Spatial Continuity 8. Estimation 9. Random Function Models 10. Global Estimation 11. Point Estimation 12. Ordinary Kriging 13. Block Kriging 14. Search Strategy 15. Cross Validation 16. Modeling the Sample Variogram 17. Cokriging 18. Estimating a Distribution 19. Change of Support 20. Assessing Uncertainty 21. Final Thoughts • Bibliography Appendices Index