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GIS, Spatial Analysis, and Modeling » (1st Edition)

Book cover image of GIS, Spatial Analysis, and Modeling by David J Maguire

Authors: David J Maguire (Editor), Michael Batty (Editor), Michael F Goodchild
ISBN-13: 9781589481305, ISBN-10: 1589481305
Format: Paperback
Publisher: Ingram Publisher Services
Date Published: August 2006
Edition: 1st Edition

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Author Biography: David J Maguire

ESRI, Redlands, California.

Michael Batty is Bartlett Professor of Planning and Director of the Centre for Advanced Spatial Analysis (CASA) at University College London.

Michael F. Goodchild is Professor of Geography at the University of California, Santa Barbara, and Director, National Center for Geographic Information and Analysis. He was Editor of Geographical Analysis between 1987 and 1990 and has served as Chair of the GIS Specialty Group of the Association of American Geographers. Dr. Bradley O. Parks is GIS Coordinator for Great Lakes Research at the U.S. Environmental Protection Agency's Large Lakes Research Station, Grosse Ile, MI. Dr. Louuis T. Steyaert is a research physical scientist within the National Mapping Division of the U.S. Geological Survey.

Book Synopsis

A guide for geographic analysts, modelers, software engineers, and GIS professionals, this book discusses agent-based modeling, dynamic feedback and simulation modeling, as well as links between models and GIS software. This collection also presents a state-of-the-art understanding of applications based on environmental, atmospheric, hydrological, urban, social, health, and economic models.

Table of Contents

Preface
Authors
1GIS and Modeling Overview1
2Towards a GIS Platform for Spatial Analysis and Modeling19
3Approaches to Modeling in GIS: Spatial Representation and Temporal Dynamics41
Section 2Tools and Techniques: Introduction by David J. Maguire63
4Assessing the Uncertainty Resulting from Geoprocessing Operations67
5Spatial Statistical Modeling in a GIS Environment93
6Linking General-Purpose Dynamic Simulation Models with GIS113
7Dynamic, Geospatial Landscape Modeling and Simulation131
Section 3Socioeconomic Applications: Introduction by Michael Batty147
8Urban Growth Using Cellular Automata Models151
9A Data Model to Represent Plans and Regulations in Urban Simulation Models173
10Urban Land-Use Transportation Models203
11Retail and Service Location Planning221
12Simulating Spatially Explicit Networks for Dispersion of Infectious Diseases245
13The Use of GIS in Transport Modeling265
14The Integration of Case-Based Reasoning and GIS in a Planning Support System289
Section 4Environmental Applications - Introduction by Michael F. Goodchild315
15Hydrologic Modeling319
16Environmental Modeling with PCRaster333
17Transition Potential Modeling for Land Cover Change357
18Modeling the Interaction Between Humans and Animals in multiple-use Forests: A Case Study of Panthera tigris387
19Integration of Geographic Information Systems and Agent-Based Models of Land Use: Prospects and Challenges403
20Generating Prescribed Patterns in Landscape Models423
21GIS, Spatial Analysis, and Modeling: Current Status and Future Prospects445
Acronyms457
Index461

Subjects