Statistics for spatio-temporal data / Noel Cressie, Christopher K. Wikle. Hoboken, New Jersey : John Wiley & Sons, c2011. 588 p. (Wiley series in Probability and Statistics)
From understanding environmental processes and climate trends to developing new technologies for mapping public-health data and the spread of invasive-species, there is a high demand for statistical analyses of data that take spatial, temporal, and spatio-temporal information into account. Statistics for Spatio-Temporal Data presents a systematic approach to key quantitative techniques that incorporate the latest advances in statistical computing as well as hierarchical, particularly Bayesian, statistical modeling, with an emphasis on dynamical spatio-temporal models.