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Spatial Autocorrelation: A Fundamental Property of Geospatial Phenomena

Autor Daniel Griffith, Bin Li
en Limba Engleză Paperback – 14 aug 2025
Spatial Autocorrelation: A Fundamental Property of Geospatial Phenomena offers a state-of-the-art exploration of one of the most pivotal spatial analysis concepts. Beginning with foundational theories and clear definitions, it sets out the concepts and basic theory of spatial autocorrelation through elaborated conceptualizations and practical examples. In-depth case studies reveal the pervasive influence of spatial patterns in scientific inquiry while anticipating emerging research and innovative techniques. It offers practical methods for quantifying spatial autocorrelation, complete with step-by-step instructions and real-world examples.

Spatial Autocorrelation equips graduate students, researchers, and professionals with the knowledge and tools to confidently comprehend, navigate, and apply spatial analysis in their respective domains, making it an ideal companion for technical reference books, and a vital addition to the libraries of any discipline utilizing spatial analysis.

  • Explores a fundamental geospatial concept via a blend of multidisciplinary topics
  • Provides an educational focus in a conceptually friendly manner
  • Offers a progressive, iterative layout, spanning basic to advanced concepts
  • Emphasizes novel as well as benchmark empirical and simulation examples
  • Covers spatial autocorrelation in various disciplines, being nascent in some of them
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Specificații

ISBN-13: 9780443417436
ISBN-10: 0443417431
Pagini: 338
Dimensiuni: 152 x 229 mm
Greutate: 0.61 kg
Editura: ELSEVIER SCIENCE

Cuprins

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