Simulating spatial dynamics: cellular automata theory
Landscape and Urban PlanningPublished 1 October 1994
Robert M. Itami
Citations195
SJR quartileQ1
SJR score2.93
SNIP2.50
Generate an AI Snapshot to get a quick, structured summary of this paper.
Study Snapshot
ObjectiveStudy objective
MethodsResearch methodology
PopulationPopulation studied
Sample sizeSample sizes
OutcomesStudy outcomes here
ResultsStudy results comes here
LimitationsResearch study limitations comes here
A concise AI-generated summary of the paper will appear here once you click Generate AI Snapshot.
TL;DR
Cellular automata theory shows potential for modeling landscape dynamics, so it is used to underpin a demonstration Geographic Information System (GIS) called SAGE, which is specified within the CA framework.
Abstract
A review of cellular automata (CA) theory is provided, with a discussion of its application in environmental modeling and simulation. CA theory shows potential for modeling landscape dynamics, so it is used to underpin a demonstration Geographic Information System (GIS) called SAGE. The grid-based GIS system is specified within the CA framework. The system is then demonstrated using an abstract simulation of vole population dynamics. A discussion of the implications of cellular automata theory on spatial analysis is provided, with directions for future research.
Keywords
Computer ScienceEnvironmental Science
Economic GeographyA Computer Movie Simulating Urban Growth in the Detroit Region
9,591 Citations1970Waldo Tobler
Physica D Nonlinear PhenomenaUniversality and complexity in cellular automata
1,915 Citations1984Stephen Wolfram
Evidence is presented that all one-dimensional cellular automata fall into four distinct universality classes, and one class is probably capable of universal computation, so that properties of its infinite time behaviour are undecidable.
NatureCellular automata as models of complexity
1,494 Citations1984Stephen Wolfram
Natural systems from snowflakes to mollusc shells show a great diversity of complex patterns that can be investigated through mathematical models termed ‘cellular automata’, which consist of many identical components, each simple.
American Mathematical MonthlyWinning Ways for Your Mathematical Plays.
1,460 Citations1986R. J. Connelly, Elwyn R. Berlekamp +2 more
Landscape EcologyNeutral models for the analysis of broad-scale landscape pattern
821 Citations1987Robert H. Gardner, Bruce T. Milne +2 more
Physica D Nonlinear PhenomenaSimulating physics with cellular automata
495 Citations1984Gérard Y. Vichniac
Cellular automata constitute exactly computable models for complex phenomena and large-scale correlations that result from very simple short-range interactions, with an emphasis on the conservation of information obeyed by reversible cellular automata.
Environment and Planning A Economy and SpaceCellular Worlds: A Framework for Modeling Micro—Macro Dynamics
460 Citations1985Helen Couclelis
A generalization of the cell-space principle is presented, based on discrete model theory, and then applied to a hypothetical but fairly complex problem of individual decision and large-scale urban change.
Applied Mathematics and ComputationCellular automata as a paradigm for ecological modeling
239 Citations1988Paulien Hogeweg
Some shortcomings of the cellular-automaton formalism are discussed and some extensions and generalizations which may remedy these shortcomings are mentioned.
Environment and Planning A Economy and SpaceUrban Growth and Form: Scaling, Fractal Geometry, and Diffusion-Limited Aggregation
234 Citations1989Michael Batty, Paul Longley +1 more
Environment and Planning A Economy and SpaceOf Mice and Men: What Rodent Populations Can Teach Us about Complex Spatial Dynamics
121 Citations1988Helen Couclelis
The issue of complexity as it pertains to a number of different contemporary scientific fields is discussed, and its implications for prediction are discussed, including some general reflexions about modeling in human geography.
Landscape and Urban PlanningThe utility of fractal geometry in landscape design
52 Citations1991Bruce T. Milne
The combination of computerized fractal designs and ecological simulation models may enhance both the ecological relevance and aesthetic value of the designed landscape.
European Journal of Operational ResearchThe theory of self-organization and modelling complex urban systems
44 Citations1988Guy Engelen
The EMUS (=Evolutionary Models of Urban Systems) models, developed using the concepts of the theory of Self-Organization, are believed to be capable of unravelling some of the complexity of the real world.
Life is universal!
26 Citations1974Robert T. Wainwright
This paper shows how to return the compliment of being programmed to play the game of Life by making Life forms that can imitate computers, and sees that many remarkable consequences follow from the existence of such constructions.
Physical Review LettersFractal distribution of galaxies modeled by a cellular-automaton-type stochastic process
22 Citations1987Tamás Vicsek, Alexander S. Szalay
Computer Physics CommunicationsCellular automata and modelling of complex physical systems
13 Citations1990Stan Gielen
Springer proceedings in physicsComplex Computing with Cellular Automata
9 Citations1989Jacqueline Signorini
There are two equally acceptable ways to describe the computational universe of cellular automata, depending on whether one chooses to emphasize homogeneity or multiplicity.
Environment and Planning A Economy and SpaceResearch Policy and Review 12. Evaluating a Heritage of Modelling Styles
8 Citations1986S M Macgill