Modeling urban dynamics through GIS-based cellular automata

Computers, Environment and Urban Systems

Volumn 23, Issue 3, 1999, Pages 205-233

  Batty, M ^a   Xie, Yichun ^b   Sun, Zhanli ^c  

^a UNIVERSITY COLLEGE LONDON   (United Kingdom)

^b EASTERN MICHIGAN UNIVERSITY   (United States)

^c INSTITUTE OF GEOLOGY AND GEOPHYSICS   (China)

Author keywords

Cellular automata; GIS; Growth probabilities; Population density; Spatial evolution; Urban dynamics

Indexed keywords

AUTOMATA THEORY; COMPUTER SIMULATION; COMPUTER SOFTWARE; PROBABILITY;

CELLULAR AUTOMATA (CA); DYNAMIC URBAN EVOLUTIONARY MODELING (DUEM);

GEOGRAPHIC INFORMATION SYSTEMS;

URBAN SYSTEM;

EID: 0033400235     PISSN: 01989715     EISSN: None     Source Type: Trade Journal    
DOI: 10.1016/S0198-9715(99)00015-0     Document Type: Article

References (32)

1. Allen P.M. Cities and regions as self-organizing systems: models of complexity. 1998;Gordon and Breach, New York.
2. Batty M. Modelling cities as dynamic systems. Nature. 231:1971;425-428.
3. Batty M. Urban modelling: algorithms, calibrations, predictions. 1976;Cambridge University Press, Cambridge, UK.
4. Batty M. Cities as fractals: simulating growth and form. Crilly T., Earnshaw R.A., Jones H. Fractals and chaos. 1991;41-69 Springer-Verlag, New York.
5. Batty M., Longley P.A. Fractal cities: a geometry of form and function. 1994;Academic Press, San Diego, CA.
6. Batty M., Xie Y. From cells to cities. Environment and Planning B. 21:1994;31-48.
7. Batty M., Xie Y. Urban analysis in a GIS environment: population density modeling using ARC/INFO. Fotheringham A.S., Rogerson P.A. Spatial analysis and GIS. 1994;189-219 Taylor and Francis, London.
8. Batty M., Xie Y. Possible urban automata. Environment and Planning B. 24:1997;175-192.
9. Burrough, P. A. (1988). Dynamic modeling and geocomputation. In P. A. Longley, S. M. Brookes, R. McDonnell, & B. MacMillan, Geocomputation: a primer (pp. 165-191). Chichester, UK: Wiley.
10. Chapin F.S., Weiss S.F. A probabilistic model for residential growth. Transportation Research. 2:1968;375-390.
11. Clarke K.C., Hoppen S., Gaydos L.J. A self-modifying cellular automaton model of historical urbanization in the San Francisco Bay area. Environment and Planning B. 24:1997;247-261.
12. Clarke K.C., Gaydos L.J. Loose-coupling of a cellular automaton model and GIS: long-term growth prediction for the San Francisco and Washington/Baltimore. International Journal of Geographical Information Science. 12:1998;699-714.
13. Couclelis H. From cellular automata models to urban models: new principles for model development and implementation. Environment and Planning B. 24:1997;165-174.
14. Densham P.J. Visual interactive locational analysis. Longley P., Batty M. Spatial analysis: modelling in a GIS environment. 1996;185-205 GeoInformation International, Cambridge, UK.
15. Forrester J.W. Urban dynamics. 1969;MIT Press, Cambridge, MA.
16. Hagerstrand, T. A. (1953, 1967). Innovation diffusion as a spatial process. Chicago, IL: University of Chicago Press.
17. Itami R.M. Simulating spatial dynamics: cellular automata theory. Landscape and Urban Policy. 30:1994;27-47.
18. Makse H.A., Havlin S., Stanley G. Modeling urban growth patterns. Nature. 377:1995;608-612.
19. Makse H.A., Andrade J.S. Jr., Batty M., Havlin S., Stanley H.E. Modeling urban growth patterns with correlated percolation. Physical Review E. 58(6):1998;7054-7062.
20. Meaille R., Waled L. Using geographical information systems and satellite imagery within a numerical simulation of regional urban growth. International Journal of Geographical Information Systems. 4:1990;445-456.
21. Mikula B., Mathian H., Pumain D., Sanders L. Integrating dynamic spatial models with GIS. Longley P., Batty M. Spatial analysis: modelling in a GIS environment. 1996;283-295 GeoInformation International, Cambridge, UK.
22. Rinaldi, E. (1998) AUGH!: generalized urban automata with help!, Users Guide 1.8 Version, DAEST, Collana Statema No. 2, Instituto Universitario Di Archittetura Venezia, Venice, Italy.
23. Tamayo P., Hartman H. Cellular automata, reaction-diffusion systems, and the origin of life. Langton C.G. Artificial life. 1989;105-124 Addison-Wesley, Reading, MA.
24. Tobler W.R. A computer movie simulating population growth in the Detroit region. Economic Geography. 42:1970;234-240.
25. Toffoli T., Margolus N. Cellular automata machines: a new environment for modeling. 1987;MIT Press, Cambridge, MA.
26. Wagner D.F. Cellular automata and geographic information systems. Environment and Planning B. 24:1997;219-234.
27. Wegener M. Operational urban models: state of the art. Journal of the American Planning Association. 60(1):1994;17-29.
28. White R.W., Engelen G. Cellular automata and fractal urban form: a cellular modelling approach to the evolution of urban land use patterns. Environment and Planning A. 25:1993;1175-1193.
29. Wu F. SimLand: a prototype to simulate land conversion through the integrated GIS and CA with AHP-derived transition rules. International Journal of Geographical Information Science. 12:1998;63-82.
30. Xie, Y. (1994). Analytical models and algorithms for cellular urban dynamics. PhD dissertation, State University of New York at Buffalo, Buffalo, NY.
31. Xie Y. A generalized model for cellular urban dynamics. Geographical Analysis. 28:1996;350-373.
32. Yeh, A. G., & Li, X. (1998). Modelling sustainable urban forms using extended cellular automata and GIS. In T. K. Poiker, & N. Chrisman, Proceedings of the 8th international symposium on spatial data handling. International Geographic Union, 11-15 July, Vancouver, Canada, pp. 453-464.