Richard L. Smith: Environmental statistics, 2001. Preprint. http://www.unc.edu/depts/statistics/postscript/rs/envnotes.pdf.
Chapter 1: All
Chapter 2: 2.1-2.4 (most of it)
Chapter 3: 3.1-3.3, 3.5 (this part will only be given if time)
Chapter 4: All
Chapter 8: 8.1-8.3, 8.5, 8.8
Richard L. Smith: Spatial-Temporal Models, Preprint. http://www.stat.unc.edu/faculty/rs/s321/spatemp.pdf.
Diggle, Moyeed and Tawn: Model-based Geostatistics, 1998. Paper.
Christensen: Monte Carlo maximum likelihood in model-based geostatistics, 2004. Paper.
Some relevant papers:
Storvik, Frigessi and Hirst: Stationary space-time Gaussian fields and their time autoregressive representation, 2002. http://www.uio.no/studier/emner/matnat/math/STK4150/v10/Storvik-etal-blur-2002.pdf.
Higdon: Space and space-time modeling using process convolutions, 2002. http://www.uio.no/studier/emner/matnat/math/STK4150/v10/Higdon-2002.pdf.