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Full Description
Spatial Autocorrelation: A Fundamental Property of Geospatial Phenomena offers a comprehensive exploration of one of the most critical concepts in spatial analysis. Beginning with foundational theories and clear definitions, this book thoroughly sets out the concepts and theory of spatial autocorrelation through detailed conceptualisation and practical examples. The detailed case studies illustrate the pervasive influence of spatial patterns in scientific inquiry, with an eye toward future research and innovative techniques. It provides practical methodologies for quantifying spatial autocorrelation, complete with step-by-step guidance and real-world applications.
Spatial Autocorrelation equips graduate students, researchers, and professionals with the knowledge and tools to confidently navigate and apply spatial analysis in their respective domains, making it a vital addition to a number of disciplines that utilise spatial analysis.
Contents
1. What Is Spatial Autocorrelation? A Conceptualization
2. Spatial Autocorrelation Is Everywhere
3. Quantifying Spatial Autocorrelation: An Intuitive Approach with Few Equations
4. Reflections on Spatial Autocorrelation Model Specifications for Beginners
5. Geographic Distributions: Univariate Spatial Autocorrelation
6. Areal Associations: Multivariate Spatial Autocorrelation
7. Spatial Autocorrelation and Spatial Interaction
8. Some Spatial Autocorrelation Final Frontiers: A Partial Future Research Agenda
9. Summary and Concluding Remarks
