Spatial and Spatio-Temporal Geostatistical Modeling and Kriging
| Autor: | José M. Montero, Gema Fernández-Avilés, Jorge Mateu |
|---|---|
| EAN: | 9781118762424 |
| eBook Format: | ePUB |
| Sprache: | Englisch |
| Produktart: | eBook |
| Veröffentlichungsdatum: | 19.08.2015 |
| Kategorie: | |
| Schlagworte: | <p>Spatial Geostatistics Kriging in space and space-time Environmental modelling Environmental planning Positive-Definite functions Spatio-temporal Geostatistics Spatio-temporal covariances Univariate and Multivariate Geostatistics |
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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.
This book includes:
- Methods for selecting valid covariance functions from the empirical counterparts that overcome the existing limitations of the traditional methods.
- The most innovative developments in the different steps of the kriging process.
- An up-to-date account of strategies for dealing with data evolving in space and time.
- An accompanying website featuring R code and examples
José-María Montero and Gema Fernández-Avilés, Department of Statistics, University of Castilla-La Mancha, Spain
Jorge Mateu, Department of Mathematics, University Jaume I of Castellon, Spain