Book 1998

Multivariate Geostatistics

An Introduction with Applications

Authors:

ISBN: 978-3-662-03552-8 (Print) 978-3-662-03550-4 (Online)

Table of contents (32 chapters)

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  1. Front Matter

    Pages i-xiv

  2. Introduction

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      Chapter

      Pages 1-4

      Introduction

  3. From Statistics to Geostatistics

    1. Front Matter

      Pages 5-5

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      Chapter

      Pages 7-12

      Mean, Variance, Covariance

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      Chapter

      Pages 13-24

      Linear Regression and Simple Kriging

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      Chapter

      Pages 25-31

      Kriging the Mean

  4. Geostatistics

    1. Front Matter

      Pages 33-35

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      Chapter

      Pages 37-42

      Regionalized Variable and Random Function

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      Chapter

      Pages 43-47

      Variogram Cloud

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      Chapter

      Pages 48-54

      Variogram and Covariance Function

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      Chapter

      Pages 55-59

      Examples of Covariance Functions

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      Chapter

      Pages 60-63

      Anisotropy

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      Chapter

      Pages 64-75

      Extension and Dispersion Variance

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      Chapter

      Pages 76-82

      Measures and Plots of Dispersion

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      Chapter

      Pages 83-92

      Ordinary Kriging

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      Chapter

      Pages 93-99

      Kriging Weights

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      Chapter

      Pages 100-104

      Mapping with Kriging

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      Chapter

      Pages 105-110

      Linear Model of Regionalization

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      Chapter

      Pages 111-116

      Kriging Spatial Components

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      Chapter

      Pages 117-123

      The Smoothness of Kriging

  5. Multivariate Analysis

    1. Front Matter

      Pages 125-125

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      Chapter

      Pages 127-135

      Principal Component Analysis

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      Chapter

      Pages 136-138

      Canonical Analysis

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      Chapter

      Pages 139-141

      Correspondence Analysis

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