Modeling urban land-use changes using a landscape-driven patch-based cellular automaton (LP-CA)
J Lin, X Li, Y Wen, P He - Cities, 2023 - Elsevier
Cellular automaton (CA) is a widely-used tool for modeling land-use changes that can
enhance our understanding of past and future urban development. Previous studies have …
enhance our understanding of past and future urban development. Previous studies have …
Modeling urban land-use dynamics in a fast developing city using the modified logistic cellular automaton with a patch-based simulation strategy
Cellular automata (CA) have been used to understand the complexity and dynamics of
cities. The logistic cellular automaton (Logistic-CA) is a popular urban CA model for …
cities. The logistic cellular automaton (Logistic-CA) is a popular urban CA model for …
Capturing the varying effects of driving forces over time for the simulation of urban growth by using survival analysis and cellular automata
Cellular automata (CA) have been widely used for simulating realistic urban growth. With the
increasing availability of multitemporal land-use data, there remains challenges in how to …
increasing availability of multitemporal land-use data, there remains challenges in how to …
Modeling urban growth using spatially heterogeneous cellular automata models: Comparison of spatial lag, spatial error and GWR
Many methods can be used to construct geographical cellular automata (CA) models of
urban land use, but most do not adequately capture spatial heterogeneity in urban …
urban land use, but most do not adequately capture spatial heterogeneity in urban …
Patch-based cellular automata model of urban growth simulation: Integrating feedback between quantitative composition and spatial configuration
Urban land use change modeling can enhance our understanding of processes and
patterns of urban growth that emerge from human-environment interactions. Cellular …
patterns of urban growth that emerge from human-environment interactions. Cellular …
Simulating urban land-use changes at a large scale by integrating dynamic land parcel subdivision and vector-based cellular automata
Cellular automata (CA) have been widely used to simulate complex urban development
processes. Previous studies indicated that vector-based cellular automata (VCA) could be …
processes. Previous studies indicated that vector-based cellular automata (VCA) could be …
Incorporation of spatial heterogeneity-weighted neighborhood into cellular automata for dynamic urban growth simulation
Cellular automata (CA) are bottom-up models that have been widely applied to simulate
urban growth and project future urban scenarios. Conventional CA models commonly use a …
urban growth and project future urban scenarios. Conventional CA models commonly use a …
[HTML][HTML] Incorporation of extended neighborhood mechanisms and its impact on urban land-use cellular automata simulations
Urban cellular automata (CA) models are broadly used in quantitative analyses and
predictions of urban land-use dynamics. However, most urban CA developed with …
predictions of urban land-use dynamics. However, most urban CA developed with …
Simulating urban expansion using cellular automata model with spatiotemporally explicit representation of urban demand
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 …
explicit urban growth modeling. Previous studies have investigated how the key components …
A review of assessment methods for cellular automata models of land-use change and urban growth
Cellular automata (CA) models are in growing use for land-use change simulation and
future scenario prediction. It is necessary to conduct model assessment that reports the …
future scenario prediction. It is necessary to conduct model assessment that reports the …