Geostatistics for engineers and earth scientists工程师和地球科学家用大地统计学

书籍目录

List of Mathematical DefinitionsUst of TheoremsList of CorollariesList of LemmasPrefaceChapter 1: IntroductionChapter 2: Simple Kriging　Properties of Linear Combinations of Variates　Assumptions and Definitions　The Estimation Variance　Normal Equations　Minimum Mean Square Error　Algorithm　　EXERCISE 2. 1　Properties　　EXERCISE 2.2Chapter 3: Normalization　Comparing Two Distributions　  EXERCISE 3.1　Normal Score Transformation　Simple Kriging of Normal Scores　　EXERCISE 3.2Chapter 4: Ordinary Kriging　Assumptions　Important Relationships　The Estimator　The Estimation Variance　The Optimization Problem　Minimum Mean Square Error　Algorithm for Intrinsic Random Functions  Second Order Stationary Ordinary Kriging　  EXERCISE 4.1  Properties  Relating Simple and Ordinary Kriging  Search Neighborhood  Quasi-Stationary EstimatorChapter 5: The Semivariogram  The Semivariogram of the Random Function  The Experimental Semivariogram　  EXERCISE 5. 1  Anisotropy and Drift  Semivariogram Models  Additivity  Parameter Estimation by Trial and Error  Automatic Parameter Fitting　  EXERCISE 5.2  Support  Direct ApplicationsChapter 6: Universal Kriging  The Estimator  Assumptions  Unbiasedness  Estimation Variance  Optimization  Minimum Mean Square Error  Algorithm for Intrinsically Stationary Residuals   Second Order Stationary Universal Kriging  Practice　  EXERCISE 6.1Chapter 7: Crossvalidation  Alternative Evaluation Method　  EXERCISE 7.1  Diagnostic Statistics　  EXERCISE 7.2Chapter 8: Drift and Residuals  Assumptions  Unbiasedness  Estimation Variance  Optimal Estimator  Minimum Estimation Variance  Algorithmic Summary  Residuals　  EXERCISE 8.1　……Chapter 9: Stochastic SimulationChapter 10: RellabilityChapter 11: Cumulative Distribution EstimatorsChapter 12: Block KrigingChapter 13: Ordinary CokrigingChapter 14: Regionalized ClassificationReferencesAppendix A:West Lyons Field SamplingAppendix B:High Plains Aquifer SamplingAppendix C:UNCF SamplingAppendix D:Dakota Aquifer SamplingAuthor IndexSubject Index

作者简介

Geostatistics for Engineers and Earth Scientists

 Geostatistics for engineers and earth scientists工程师和地球科学家用大地统计学下载