Wackernagel Multivariate Geostatistics

An Introduction with Applications
2. Auflage 1998
ISBN: 978-3-662-03550-4
Verlag: Springer
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, 293 Seiten

Reihe: Earth and Environmental Science

Zielgruppe

Research

Autoren/Hrsg.

Wackernagel, Hans

Inhaltsverzeichnis

1 Introduction.- A From Statistics to Geostatistics.- 2 Mean, Variance, Covariance.- 3 Linear Regression and Simple Kriging.- 4 Kriging the Mean.- B Geostatistics.- 5 Regionalized Variable and Random Function.- 6 Variogram Cloud.- 7 Variogram and Covariance Function.- 8 Examples of Covariance Functions.- 9 Anisotropy.- 10 Extension and Dispersion Variance.- 11 Measures and Plots of Dispersion.- 12 Ordinary Kriging.- 13 Kriging Weights.- 14 Mapping with Kriging.- 15 Linear Model of Regionalization.- 16 Kriging Spatial Components.- 17 The Smoothness of Kriging.- C Multivariate Analysis.- 18 Principal Component Analysis.- 19 Canonical Analysis.- 20 Correspondence Analysis.- D Multivariate Geostatistics.- 21 Direct and Cross Covariances.- 22 Covariance Function Matrices.- 23 Intrinsic Multivariate Correlation.- 24 Heterotopic Cokriging.- 25 Isotopic Cokriging.- 26 Multivariate Nested Variogram.- 27 Coregionalization Analysis.- 28 Kriging a Complex Variable.- 29 Bilinear Coregionalization Model.- E Non-Stationary Geostatistics.- 30 External Drift.- 31 Universal Kriging.- 32 Translation Invariant Drift.- Matrix Algebra.- Linear Regression Theory.- Covariance and Variogram Models.- Additional Exercices.- Solutions to Exercises.- References and Software.