Chapter 8 Geostatistical data

Learning objectives:

• Learn about geostatitics:

  • striclky, weakly, intrinsic stationarity
    
  • Isotropy/anysotropy
    
  • Emperical variogram
    
  • Exponential and Matèrn covariance functions

• Stochastic Partial Differential Equation approach (SPDE)

• Practice modelling geostatistics data

  • Model (Binomial / Gaussian)
  • Mesh Delaunay triangulation
  • Displaying result!

library(INLA)
library(geoR)
library(ggplot2)