Spatial Statistics and Computational Methods (Lecture Notes in Statistics Vol.173) (2003. 220 p.)

Also, these two areas are mutually reinforcing, because MCMC methods are often necessary for the practical implementation of spatial statistical inference, while new spatial stochastic models in turn motivate the development of improved MCMC algorithms.