Presents statistical research issues on spatio-temporal data modeling that promotes advances in research & an understanding between the mechanistic & the statistical modeling communities. This book offers a variety of statistical methods, including likelihood-based, nonparametric smoothing, Fourier, wavelet, & Markov chain Monte Carlo.