A spatiotemporal model of land use change based on ant colony optimization, Markov chain and cellular automata

2012 ◽  
Vol 233 ◽  
pp. 11-19 ◽  
Author(s):  
Xin Yang ◽  
Xin-Qi Zheng ◽  
Li-Na Lv
Keyword(s):  
Land Use ◽  
Markov Chain ◽  
Cellular Automata ◽  
Land Use Change ◽  
Ant Colony Optimization ◽  
Ant Colony ◽  
Spatiotemporal Model

scholarly journals Simulation of land use change and effect on potential deforestation using Markov Chain - Cellular Automata

2017 ◽  
Author(s):  
Mujiono ◽  
T. L. Indra ◽  
D. Harmantyo ◽  
I. P. Rukmana ◽  
Z. Nadia
Keyword(s):  
Land Use ◽  
Markov Chain ◽  
Cellular Automata ◽  
Land Use Change

scholarly journals Improving land-use change modeling by integrating ANN with Cellular Automata-Markov Chain model

Heliyon ◽  
2020 ◽  
Vol 6 (9) ◽  
pp. e05092
Author(s):  
Anne Gharaibeh ◽  
Abdulrazzaq Shaamala ◽  
Rasha Obeidat ◽  
Salman Al-Kofahi
Keyword(s):  
Land Use ◽  
Markov Chain ◽  
Cellular Automata ◽  
Land Use Change ◽  
Markov Chain Model ◽  
Chain Model ◽  
Land Use Change Modeling

scholarly journals Examining the sensitivity of spatial scale in cellular automata Markov chain simulation of land use change

2019 ◽  
Vol 33 (5) ◽  
pp. 1040-1061 ◽  
Author(s):  
Hao Wu ◽  
Zhen Li ◽  
Keith C. Clarke ◽  
Wenzhong Shi ◽  
Linchuan Fang ◽  
...  
Keyword(s):  
Land Use ◽  
Markov Chain ◽  
Cellular Automata ◽  
Land Use Change ◽  
Spatial Scale

A GIS-Based Irregular Cellular Automata Model of Land-Use Change

2007 ◽  
Vol 34 (4) ◽  
pp. 708-724 ◽  
Author(s):  
Daniel Stevens ◽  
Suzana Dragićević
Keyword(s):  
Land Use ◽  
Cellular Automata ◽  
Land Use Change ◽  
Spatial Data ◽  
Cellular Automata Model ◽  
Population Growth Rates ◽  
Asynchronous Development ◽  
Canadian City ◽  
Ca Model ◽  
Developing Area

This study proposes an alternative cellular automata (CA) model, which relaxes the traditional CA regular square grid and synchronous growth, and is designed for representations of land-use change in rural-urban fringe settings. The model uses high-resolution spatial data in the form of irregularly sized and shaped land parcels, and incorporates synchronous and asynchronous development in order to model more realistically land-use change at the land parcel scale. The model allows urban planners and other stakeholders to evaluate how different subdivision designs will influence development under varying population growth rates and buyer preferences. A model prototype has been developed in a common desktop GIS and applied to a rapidly developing area of a midsized Canadian city.

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