1.      Introduction to spatial data

2.      Spatial data manipulation using R

3.      Introduction to geostatistics:

a.      Stochastic processes in space

b.      Variograms and co-variograms models

c.       Spatial prediction and kriging

4.      Introduction to Spatio-temporal geostatistics

a.      Stochastic processes in space and time

b.      Spatio-temporal variograms and co-variograms

c.       Spatio-temporal prediction and kriging

5.      Validation of spatio-temporal models

a.      Spatial cross-validation

b.      Temporal cross-validation

c.       Spatio-temporal cross-validation