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Fernández-Avilés, Gema

Spatial and Spatio-Temporal Geostatistical Modeling and Kriging

Fernández-Avilés, Gema - Spatial and Spatio-Temporal Geostatistical Modeling and Kriging, ebook

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ISBN: 9781118762424
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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

Keywords:

Spatial Geostatistics, Environmental modelling, Environmental planning, Spatio-temporal Geostatistics,  , Kriging in space and space-time, Univariate and Multivariate Geostatistics, Spatio-temporal covariances, Positive-Definite functions, Functional geostatistics, Regionalized variables

, Environmental Science
Author(s)
 
 
Publisher
John Wiley and Sons, Inc.
Publication year
2012
Language
en
Edition
1
Series
Wiley Series in Probability and Statistics
Page amount
400 pages
Category
Natural Sciences
Format
Ebook
eISBN (ePUB)
9781118762424
Printed ISBN
9781118413180

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