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- In recent decades, cellular automata (CA) have become popular for evaluating and forecasting urban transformation over time and space, especially in rapidly developing countries. These models enhance the understanding of urban dynamics and the complex interplay between land-use changes and urban sustainability.
www.researchgate.net/publication/350698911_Cellular_Automata_Modeling_for_Urban_and_Regional_Planning
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Feb 20, 2023 · Ke, Qi, and Zeng (Citation 2016) and Li et al. (Citation 2017) first used the results of cluster analysis to the urban expansion driving factors to divide the urban area into different spatial units, then constructed a cellular automata model for urban spatial evolution.
Dec 23, 2019 · Abstract. The study of land use change in urban and regional systems has been dramatically transformed in the last four decades by the emergence and application of cellular automata (CA) models. CA models simulate urban land use changes which evolve from the bottom-up.
- Yan Liu, Michael Batty, Siqin Wang, Jonathan Corcoran
- 2021
Apr 7, 2021 · In recent decades, cellular automata (CA) have become popular for evaluating and forecasting urban transformation over time and space, especially in rapidly developing countries. These models enhance the understanding of urban dynamics and the complex interplay...
- Anthony G. O. Yeh, Xia Li, Chang Xia
- 2021
Mar 1, 2023 · Cellular automata (CA) has become one of the most prevalent approaches for spatially explicit urban growth modeling. Previous studies have investigated how the key components of CA models are defined, structured, and coupled to represent the top-down and bottom-up processes of urban growth.
Apr 26, 2024 · Cellular automata (CA) models are effective tools for simulating future urban expansion. With the widespread use of high-resolution geospatial data for CA simulation, the computational intensity of CA models has increased.
In this paper, a cellular automaton is developed to model the spatial structure of urban land use over time. For realistic parameter values, the model produces fractal or bifractal land-use structures for the urbanized area and for each individual land-use type.
May 29, 2020 · Cellular automata (CA)-based models have been extensively used in urban sprawl modeling. Presently, most studies focused on the improvement of spatial representation in the modeling, with limited efforts for considering the temporal context of urban sprawl.
