Spatial Statistics and Geostatistics (Sage Advances in Geographic Information Science and Technolo)

"Ideal for anyone who wishes to gain a practical understanding of spatial statistics and geostatistics. Difficult concepts are well explained and supported by excellent examples in R code, allowing readers to see how each of the methods is implemented in practice"

- Professor Tao Cheng, University College London



Focusing specifically on spatial statistics and including components for ArcGIS, R, SAS and WinBUGS, this book illustrates the use of basic spatial statistics and geostatistics, as well as the spatial filtering techniques used in all relevant programs and software. It explains and demonstrates techniques in:

• spatial sampling
• spatial autocorrelation
• local statistics
• spatial interpolation in two-dimensions
• advanced topics including Bayesian methods, Monte Carlo simulation, error and uncertainty.