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Dec 23, 2019 · 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
May 1, 2023 · Cellular automata (CA) is an important model to simulate land-use change, and the cellular unit can influence the organizational structure, scale selection, and evolutionary ability of CA through its size and shape. Therefore, determining a reasonable cellular unit is essential for land-use change modeling using CA models.
Apr 28, 2022 · The urban expansion simulation was based on cellular automata. 2.2. Data and Criteria. The data collected and used in this study included data graphs of driving factors such as GDP, subway, digital elevation model (EDM), elevation, highway, river, slope, population, soil, school, and hospital, from 2005, 2010, 2015, and 2018.
Apr 7, 2021 · Abstract. 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.
- Anthony G. O. Yeh, Xia Li, Chang Xia
- 2021
Nov 29, 2020 · CA models are widely applied to the simulation of cell-based urban land use changes (Feng et al. 2011). When coupled with multinomial logistic regression, the CA models can simulate urban land use changes by reflecting various change drivers and statuses with regard to the neighboring cells (Mustafa et al. 2018). We developed a CA model and ...
- Ilkwon Kim, Hyuksoo Kwon
- 2021
Jul 5, 2021 · A common approach to simulate and predict urban growth is cellular automata (CA) modelling (Liu Citation 2008). This modelling approach enables researchers to predict where land use and land cover changes are likely to occur and how such changes might be distinct in different locations or under different conditions.
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Can cellular automata models predict land use change in urban and regional systems?
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Can cellular automata model urban growth?
Nov 5, 2019 · Here, we review 347 CA articles published during 1999–2018 identified by a Scholar Google search using ‘cellular automata’, ‘land’ and ‘urban’ as keywords. Our review demonstrates that, during the past two decades, 89% of the publications include model assessment related to dataset, procedure and result using more than ten different methods.
