Search results
However, current research on CA modeling of urban growth predominantly focuses on uncovering objective patterns of urban growth, often falling short in adequately representing the impact of urban planning and policy on urban growth (Zhang and Wang 2021; Yang et al., 2024). Many studies tend to focus exclusively on the influence of macro-level policies on the quantitative structure of land use ...
Dec 23, 2019 · Sakieh Y, Amiri BJ, Danekar A, Feghhi J, Dezhkam S (2015) Simulating urban expansion and scenario prediction using a cellular automata urban growth model, SLEUTH, through a case study of Karaj City, Iran. Journal of Housing and the Built Environment 30(4): 591–611.
- Yan Liu, Michael Batty, Siqin Wang, Jonathan Corcoran
- 2021
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
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.
Feb 20, 2023 · The urban spatial growth intensity can effectively improve the spatial distribution of urban growth and can increase the accuracy of the urban CA model. As for the neighbourhood effects, we observed that more urban cells in the neighbourhood, does not necessarily mean a greater the probability of the central cell evolving.
Sep 10, 2024 · We calibrated the GSA-CA model for the arid city of Urumqi in Northwest China from 2000 to 2010, and validated the model from 2010 to 2020, and then applied to project urban growth in 2040.
People also ask
Why is cellular automata a popular urban model?
Can cellular automata predict urban transformation over time and space?
How can cellular automata-based models improve urban development in arid regions?
Are cellular automata models effective?
Can cellular automata models predict urban densification?
Can cellular automata improve urban change dynamics?
Jul 20, 2022 · Therefore, authors use the following keywords: “urban growth models”, “urban densification’’, “infill developments”, and “urban expansion” combined with “Cellular Automata” for the systematic searches, based on their experience, as shown in . This has been extracted from the titles, abstracts, keywords, and extended subject terms of the 103 research articles.
