Computational methods and GIS applications in social science

• Verfasst von: Wang, Fahui [VerfasserIn]
• Verfasst von: Liu, Lingbo [VerfasserIn]
• Titel: Computational methods and GIS applications in social science
• Verf.angabe: Fahui Wang and Lingbo Liu
• Ausgabe: Third edition
• Verlagsort: Boca Raton ; London ; New York
• Verlag: CRC Press, Taylor & Francis Group
• Jahr: 2024
• Umfang: 1 Online-Ressource (xxvi, 413 Seiten)
• Illustrationen: Illustrationen
• Fussnoten: Description based on publisher supplied metadata and other sources
• ISBN: 978-1-000-92330-8
• ISBN: 978-1-003-29230-2
• Datenträger: Online-Ressource
• Sprache: eng
• Bibliogr. Hinweis: Erscheint auch als : Druck-Ausgabe: Wang, Fahui, - 1967-: Computational methods and GIS applications in social science. - Third edition. - Boca Raton : CRC Press, 2024. - xxvi, 413 pages
• Sach-SW: Electronic books
• K10plus-PPN: 1851941851
• K10plus-PPN:
  Universitätsbibliothek
• Lokale URL UB: Zum Volltext

Abstract

Cover -- Half Title -- Title -- Copyright -- Contents -- Foreword -- Preface -- Authors -- Major GIS Datasets and Program Files -- Quick References for Spatial Analysis Tasks -- Part I GIS and Basic Spatial Analysis Tasks -- Chapter 1 Getting Started with ArcGIS: Data Management and Basic Spatial Analysis Tools -- 1.1 Spatial and Attribute Data Management in ArcGIS -- 1.1.1 Map Projections and Spatial Data Models -- 1.1.2 Attribute Data Management and Attribute Join -- 1.2 Spatial Analysis Tools in ArcGIS: Queries, Spatial Joins, and Map Overlays -- 1.3 Case Study 1: Mapping and Analyzing Population Density Pattern in Baton Rouge, Louisiana -- 1.3.1 Mapping the Population Density Pattern -- 1.3.2 Analyzing the Population Density Pattern across Concentric Rings -- 1.4 Summary -- Appendix 1: Identifying Contiguous Polygons by Spatial Analysis Tools -- Chapter 2 Measuring Distance and Travel Time and Analyzing Distance Decay Behavior -- 2.1 Measures of Distance and Travel Time -- 2.2 Case Study 2A: Estimating Drive and Transit Times in Baton Rouge, Louisiana -- 2.2.1 Estimating a Euclidean or Geodesic Distance Matrix -- 2.2.2 Estimating a Drive Time Matrix -- 2.2.3 Estimating a Transit Time Matrix -- 2.3 Estimating Distance Decay Functions -- 2.4 Case Study 2B: Analyzing Distance Decay Behavior for Hospitalization in Florida -- 2.4.1 Estimating Distance Decay Functions by the Spatial Interaction Model -- 2.4.2 Estimating Distance Decay Functions by the Complementary Cumulative Distribution Method -- 2.5 Summary -- Appendix 2A: The Valued Graph Approach to the Shortest-Route Problem -- Appendix 2B: Estimating Drive Time and Transit Time Matrices by Google Maps API -- Appendix 2C: Installing Geoprocessing Tools Based on R -- Chapter 3 Spatial Smoothing and Spatial Interpolation -- 3.1 Spatial Smoothing -- 3.1.1 Floating Catchment Area (FCA) Method.