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  1. www.nature.com › articles › s41598/024/71709-4Urban growth simulation and scenario projection for the arid ...

    Sep 10, 2024 · Arid regions tend to form compact urban patterns that have significant implications on urban growth and future urban patterns. Spatial simulation and projection using cellular automata (CA)-based ...

  2. pubmed.ncbi.nlm.nih.gov › 39256487Urban growth simulation and scenario projection for the arid ...

    Sep 10, 2024 · Arid regions tend to form compact urban patterns that have significant implications on urban growth and future urban patterns. Spatial simulation and projection using cellular automata (CA)-based models are important for achieving sustainable urban development in arid regions. In response to this need, we developed a new CA model (GSA-CA) using ...

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  4. link.springer.com › article › 10Urban growth scenario projection using heuristic cellular ...

    May 18, 2024 · Arid areas with low precipitation and sparse vegetation typically yield compact urban pattern, and drought directly impacts urban site selection, growth processes, and future scenarios. Spatial simulation and projection based on cellular automata (CA) models is important to achieve sustainable urban development in arid areas. We developed a new CA model using bat algorithm (BA) named bat ...

  5. journals.sagepub.com › doi › fullModelling urban change with cellular automata: Contemporary ...

    Dec 23, 2019 · Despite the fact that CA can be easily extended to incorporate 3D growth, most simulations have only dealt with two-dimensional space, with the exception of early ad hoc examples such as those developed by Batty and Longley (1994), Semboloni (2000), and Semboloni et al. (2004), who generated fractal growth in 3D when exploring the space-filling properties of urban regions but did not pursue ...

    • Yan Liu, Michael Batty, Siqin Wang, Jonathan Corcoran
    • 2021

  6. www.sciencedirect.com › science › articleSpatial constraints in cellular automata-based urban growth ...

    Jun 1, 2024 · To do so, we developed a CA-based urban growth model based on the established demand-allocation model structure (Meentemeyer et al., 2013; Verburg et al., 2002; Verburg, De Koning, Kok, Veldkamp, & Bouma, 1999; Verburg & Overmars, 2009). This structure is composed of two main modules.

  7. link.springer.com › chapter › 10Cellular Automata Modeling for Urban and Regional Planning

    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.

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  9. www.tandfonline.com › doi › fullFull article: Incorporation of spatial heterogeneity-weighted ...

    Apr 17, 2019 · Cellular automata (CA), also known as homogeneous structures (Wolfram Citation 2018), have been increasingly applied to object extraction, past land-use change/urban growth simulation, and future scenario projection through simple interactions among neighboring cells (Arun and Katiyar Citation 2013; Shafizadeh-Moghadam et al. Citation 2015; Zhang et al. Citation 2019).