Cellular Automata Based Model of Urban Spatial Growth

被引:32
|
作者
Maithani, Sandeep [1 ]
机构
[1] Indian Inst Remote Sensing, Human Settlement Anal Div, Dehra Dun 248001, Uttrakhand, India
关键词
Spatial urban growth; Cellular Automata; Multi-criteria evaluation; GIS; Kappa coefficient; SAN-FRANCISCO; GIS; INTEGRATION; SIMULATION; EVOLUTION; CITIES;
D O I
10.1007/s12524-010-0053-3
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In the study reported in this paper an attempt has been made to develop a Cellular Automata (CA) model for simulating future urban growth of an Indian city. In the model remote sensing data and GIS were used to provide the empirical data about urban growth while Markov chain process was used to predict the amount of land required for future urban use based on the empirical data. Multi-criteria evaluation (MCE) technique was used to reveal the relationships between future urban growth potential and site attributes of a site. Finally using the CA model, land for future urban development was spatially allocated based on the urban suitability image provided by MCE, neighbourhood information of a site and the amount of land predicted by Markov chain process. The model results were evaluated using Kappa Coefficient and future urban growth was simulated using the calibrated model.
引用
收藏
页码:604 / 610
页数:7
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