Applied GIS and Spatial Analysis
Describe, Explore, and Explain the Spatial Patterns of Geographic Data
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This comprehensive textbook provides an in-depth exploration of spatial analysis methods and their practical applications in geographic information systems. It bridges the gap between theoretical concepts and real-world implementation, making it an essential resource for students, researchers, and professionals working with spatial data.
The book covers a wide range of spatial analysis techniques, from fundamental concepts to advanced methods, with clear explanations, practical examples, and hands-on exercises using popular GIS software.
Key topics include: - Fundamentals of spatial analysis - Spatial data models and structures - Spatial statistics and geostatistics - Point pattern analysis - Spatial autocorrelation and regression - Network analysis and routing - Surface analysis and terrain modeling - Spatial interpolation techniques - Geographically weighted regression - Spatial decision support systems - Big data and spatial analysis - Case studies and practical applications - Emerging trends in spatial analysis