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portada Spatial Analysis Methods and Practice: Describe - Explore - Explain Through GIS (in English)
Type
Physical Book
Author
Publisher
Year
2020
Language
English
Pages
532
Format
Paperback
Dimensions
24.3 x 17.5 x 2.5 cm
Weight
1.00 kg.
ISBN13
9781108712934
Edition No.
1
Categories

Spatial Analysis Methods and Practice: Describe - Explore - Explain Through GIS (in English)

George Grekousis (Author) · Cambridge University Press · Paperback

Spatial Analysis Methods and Practice: Describe - Explore - Explain Through GIS (in English) - Grekousis, George

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Synopsis "Spatial Analysis Methods and Practice: Describe - Explore - Explain Through GIS (in English)"

This is an introductory textbook on spatial analysis and spatial statistics through GIS. Each chapter presents methods and metrics, explains how to interpret results, and provides worked examples. Topics include: describing and mapping data through exploratory spatial data analysis; analyzing geographic distributions and point patterns; spatial autocorrelation; spatial clustering; geographically weighted regression and OLS regression; and spatial econometrics. The worked examples link theory to practice through a single real-world case study, with software and illustrated guidance. Exercises are solved twice: first through ArcGIS, and then GeoDa. Through a simple methodological framework the book describes the dataset, explores spatial relations and associations, and builds models. Results are critically interpreted, and the advantages and pitfalls of using various spatial analysis methods are discussed. This is a valuable resource for graduate students and researchers analyzing geospatial data through a spatial analysis lens, including those using GIS in the environmental sciences, geography, and social sciences.

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