出版日期:1999-5
ISBN:9780792385233
作者:Olea, Ricardo A.
页数:303页
作者简介
Geostatistics for Engineers and Earth Scientists
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
Geostatistics for engineers and earth scientists工程师和地球科学家用大地统计学下载