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
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.
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.
Preface | ||
Authors | ||
1 | GIS and Modeling Overview | 1 |
2 | Towards a GIS Platform for Spatial Analysis and Modeling | 19 |
3 | Approaches to Modeling in GIS: Spatial Representation and Temporal Dynamics | 41 |
Section 2 | Tools and Techniques: Introduction by David J. Maguire | 63 |
4 | Assessing the Uncertainty Resulting from Geoprocessing Operations | 67 |
5 | Spatial Statistical Modeling in a GIS Environment | 93 |
6 | Linking General-Purpose Dynamic Simulation Models with GIS | 113 |
7 | Dynamic, Geospatial Landscape Modeling and Simulation | 131 |
Section 3 | Socioeconomic Applications: Introduction by Michael Batty | 147 |
8 | Urban Growth Using Cellular Automata Models | 151 |
9 | A Data Model to Represent Plans and Regulations in Urban Simulation Models | 173 |
10 | Urban Land-Use Transportation Models | 203 |
11 | Retail and Service Location Planning | 221 |
12 | Simulating Spatially Explicit Networks for Dispersion of Infectious Diseases | 245 |
13 | The Use of GIS in Transport Modeling | 265 |
14 | The Integration of Case-Based Reasoning and GIS in a Planning Support System | 289 |
Section 4 | Environmental Applications - Introduction by Michael F. Goodchild | 315 |
15 | Hydrologic Modeling | 319 |
16 | Environmental Modeling with PCRaster | 333 |
17 | Transition Potential Modeling for Land Cover Change | 357 |
18 | Modeling the Interaction Between Humans and Animals in multiple-use Forests: A Case Study of Panthera tigris | 387 |
19 | Integration of Geographic Information Systems and Agent-Based Models of Land Use: Prospects and Challenges | 403 |
20 | Generating Prescribed Patterns in Landscape Models | 423 |
21 | GIS, Spatial Analysis, and Modeling: Current Status and Future Prospects | 445 |
Acronyms | 457 | |
Index | 461 |