Interfacing Geostatistics and GIS
Spatial Prediction and Risk Assessment
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This essential reference bridges the gap between geostatistics and geographic information systems (GIS), providing a comprehensive guide to spatial prediction and risk assessment. The book offers a practical approach to applying geostatistical methods within a GIS framework, making complex spatial statistical techniques accessible to researchers and practitioners.
Designed for both beginners and experienced users, it covers fundamental concepts, advanced techniques, and real-world applications, with a strong emphasis on practical implementation and interpretation of results.
Key topics include: - Fundamentals of geostatistics and spatial analysis - Variogram analysis and modeling - Kriging and other spatial prediction methods - Uncertainty and error assessment - Risk analysis and decision making - Integration with GIS software - Environmental and ecological applications - Case studies in various fields - Practical exercises and examples - Emerging trends in spatial statistics - Best practices for implementation