Cellular automata models for the simulation of real-world urban processes: A review and analysis

I Santé, AM García, D Miranda, R Crecente - Landscape and urban …, 2010 - Elsevier
In recent years, cellular automata (CA) models for urban growth simulation have proliferated
because of their simplicity, flexibility and intuitiveness, and particularly because of their …

A size-adaptive strategy to characterize spatially heterogeneous neighborhood effects in cellular automata simulation of urban growth

B Zhang, S Hu, H Wang, H Zeng - Landscape and Urban Planning, 2023 - Elsevier
As an important component of the cellular automata (CA) model, the neighborhood defines
the geographical interaction domain (GID) of cells and their interaction mechanisms …

A cellular automata-based land-use model as an integrated spatial decision support system for urban planning in developing cities: The case of the Bogotá region

LA Guzman, F Escobar, J Peña, R Cardona - Land use policy, 2020 - Elsevier
Bogotá and the 17 neighboring municipalities make up one of the biggest metropolitan
areas in Latin America. However, despite strong functional interactions within the area, there …

Ecological risk assessment of ecosystem services in the Taihu Lake Basin of China from 1985 to 2020

X Xu, G Yang, Y Tan, Q Zhuang, H Li, R Wan… - Science of the Total …, 2016 - Elsevier
There are tremendous theoretical, methodological and policy challenges in evaluating the
impact of land-use change on the degradation of ecosystem services (ES) at the regional …

Monitoring land use changes and its future prospects using cellular automata simulation and artificial neural network for Ahmedabad city, India

SA Yatoo, P Sahu, MH Kalubarme, BB Kansara - GeoJournal, 2020 - Springer
The urban sprawl is one of the potential threat for sustainable development. The present
study has been carried out on Ahmedabad Municipal Corporation (AMC) area including …

Simulating urban land-use changes at a large scale by integrating dynamic land parcel subdivision and vector-based cellular automata

Y Yao, X Liu, X Li, P Liu, Y Hong… - International Journal of …, 2017 - Taylor & Francis
Cellular automata (CA) have been widely used to simulate complex urban development
processes. Previous studies indicated that vector-based cellular automata (VCA) could be …

Calibration of a fuzzy cellular automata model of urban dynamics in Saudi Arabia

K Al-Ahmadi, L See, A Heppenstall, J Hogg - Ecological complexity, 2009 - Elsevier
An urban cellular automata model has been designed, developed and tested for the city of
Riyadh in Saudi Arabia as a research project. The model uses fuzzy set theory to capture the …

Cellular automata for urban growth modelling: A review on factors defining transition rules

A Wahyudi, Y Liu - International Review for Spatial Planning and …, 2016 - jstage.jst.go.jp
Urban growth modelling has attracted considerable attention over the past two decades.
This article reviews the driving factors that have been identified and studied in cellular …

Monitoring land use changes and their future prospects using GIS and ANN-CA for Perak River Basin, Malaysia

MT Zeshan, MRU Mustafa, MF Baig - Water, 2021 - mdpi.com
Natural landscapes have changed significantly through anthropogenic activities, particularly
in areas that are severely impacted by climate change and population expansion, such as …

Modeling urban growth with GIS based cellular automata and least squares SVM rules: a case study in Qingpu–Songjiang area of Shanghai, China

Y Feng, Y Liu, M Batty - Stochastic environmental research and risk …, 2016 - Springer
A critical issue in urban cellular automata (CA) modeling concerns the identification of
transition rules that generate realistic urban land use patterns. Recent studies have …