Main Title |
Spatial and spatio-temporal geostatistical modeling and kriging / |
Author |
Montero, José María.
|
Other Authors |
|
Publisher |
Wiley, |
Year Published |
2015 |
OCLC Number |
907621921 |
ISBN |
9781118413180; 1118413180 |
Subjects |
Geology--Statistical methods ;
Kriging ;
Geostatistik ;
Räumliche Statistik ;
Modellierung
|
Holdings |
Library |
Call Number |
Additional Info |
Location |
Last Modified |
Checkout Status |
EJAM |
QE33.2.S82M66 2015 |
|
Region 3 Library/Philadelphia, PA |
10/19/2015 |
DISPERSAL |
ELBM |
QE33.2.S82M66 2015 |
|
AWBERC Library/Cincinnati,OH |
02/01/2021 |
|
Collation |
xxii, 357 pages, 16 unnumbered pages of plates : illustrations (some color), maps (some color) ; 24 cm. |
Notes |
Includes bibliographical references and index. |
Contents Notes |
From classical statistics to geostatistics -- Geostatistics: preliminaries -- Structural analysis -- Spatial prediction and kriging -- Geostatistics and spatio-temporal random functions -- Spatio-temporal structural analysis (I): empirical semivariogram and covariogram estimation and model fitting -- Spatio-temporal structural analysis (II): theoretical covariance models -- Spatio-temporal prediction and kriging -- An introduction to functional geostatisties - Appendices. A. Spectral representations -- B. Probabilistic aspects of Uij = Z(si) - Z(sj) - C. Basic theory on restricted maximum likelihood -- D. Most relevant proofs. "Statistical Methods for Spatial and Spatio-Temporal Data Analysis provides a complete range of spatio-temporal covariance functions and discusses ways of constructing them. This book is a unified approach to modeling spatial and spatio-temporal data together with significant developments in statistical methodology with applications in R."--Publisher's description. |