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 …
Experiences and issues of using cellular automata for assisting urban and regional planning in China
Since the late 1990s, there are growing studies on the development of cellular automata
(CA) as a simulation tool for assisting urban and regional planning in China. Rapid urban …
(CA) as a simulation tool for assisting urban and regional planning in China. Rapid urban …
An agent-based learning-embedded model (ABM-learning) for urban land use planning: A case study of residential land growth simulation in Shenzhen, China
F Li, Z Li, H Chen, Z Chen, M Li - Land Use Policy, 2020 - Elsevier
A forward-looking urban land use plan is crucial to a city's sustainability, which requires a
deep understanding of human-environment interactions between different domains, and …
deep understanding of human-environment interactions between different domains, and …
[PDF][PDF] 一种基于地理探测器的城镇扩展影响机理分析法
徐秋蓉， 郑新奇 - 测绘学报, 2015 - sssampling.cn
城市化是全球范围内普遍存在的重要现象, 尤其发展中国家和地区正经历着快速城市化的过程.
快速城市化导致了城市地区的大规模扩张, 从而加重了土地资源的压力, 带来了一系列的环境和 …
快速城市化导致了城市地区的大规模扩张, 从而加重了土地资源的压力, 带来了一系列的环境和 …
From raster to vector cellular automata models: A new approach to simulate urban growth with the help of graph theory
P Barreira-González, M Gómez-Delgado… - … Environment and Urban …, 2015 - Elsevier
The majority of celullar automata (CA) based models developed to simulate land use
changes or urban growth employed a raster representation of the space which reduces …
changes or urban growth employed a raster representation of the space which reduces …
A partitioned and asynchronous cellular automata model for urban growth simulation
X Ke, L Qi, C Zeng - International Journal of Geographical …, 2016 - Taylor & Francis
Cellular automata (CA) models are used to analyze and simulate the global phenomenon of
urban growth. However, these models are characterized by ignoring spatially …
urban growth. However, these models are characterized by ignoring spatially …
HGAT-VCA: Integrating high-order graph attention network with vector cellular automata for urban growth simulation
Since urban growth results from frequent spatial interaction between urban units, adequate
representation of spatial interaction is important for urban growth modeling. Among urban …
representation of spatial interaction is important for urban growth modeling. Among urban …
Characterization of neighborhood sensitivity of an irregular cellular automata model of urban growth
The neighborhood definition, which determines the influence on a cell from its nearby cells
within a localized region, plays a critical role in the performance of a cellular automaton (CA) …
within a localized region, plays a critical role in the performance of a cellular automaton (CA) …
Simulating urban growth under planning policies through parcel-based cellular automata (ParCA) model
In recent decades, the cellular automata model, among the urban development prediction
models, has been applied considerably. Studies show that the output of conventional …
models, has been applied considerably. Studies show that the output of conventional …
Modelling and simulating 'informal urbanization': An integrated agent-based and cellular automata model of urban residential growth in Ghana
The global urban population is expected to grow by 2.5 billion over the next three decades,
and 90% of this growth will occur in African and Asian countries. Urban expansion in these …
and 90% of this growth will occur in African and Asian countries. Urban expansion in these …