Basic Linear Geostatistics

linear Geostatistics Covers Basic Geostatistics From The Underlying Statistical Assumptions, The Variogram Calculation And Modelling Through To Kriging. The Underlying Philosophy Is To Give The Students An Indepth Understanding Of The Relevant Theory And How To Put It Into Practice. This Means Going Into The Theory In More Detail Than Most Books Do, And Also Linking It With Applications. It Is Assumed That Readers, Students And Professionals Alike, Are Familiar With Basic Probability And Statistics, And Matrix Algebra Needed For Solving Linear Systems. Some Reminders On These Are Given In An Appendix At The End Of The Book. A Set Of Exercises Is Integrated Into The Text. Based on a postgraduate course that has been successfully taught for over 15 years, the underlying philosophy here is to give students an in-depth understanding of the relevant theory and how to put it into practice. This involves going into the theory in more detail than most books do, and also discussing its applications. It is assumed that readers, students and professionals alike are familiar with basic probability and statistics, as well as the matrix algebra needed for solving linear systems; however, some reminders on these are given in an appendix. Exercises are integrated throughout, and the appendix contains a review of the material. Front Matter....Pages i-xi Introduction....Pages 1-13 Regionalized Variables....Pages 15-24 The Variogram....Pages 25-46 Experimental Variograms....Pages 47-58 Structural Analysis....Pages 59-71 Dispersion as a Function of Block Size....Pages 73-82 The Theory of Kriging....Pages 83-102 Practical Aspects of Kriging....Pages 103-116 Case Study using Kriging....Pages 117-126 Estimating the Total Reserves....Pages 127-139 Back Matter....Pages 141-154