Application of Cellular automata and Markov-chain model in geospatial environmental modeling-A review

P Ghosh, A Mukhopadhyay, A Chanda… - Remote Sensing …, 2017 - Elsevier
Abstract Cellular Automata (CA) & Markov-Chain modeling are concepts that are utilized in
numerous branches of science. Powerful as they are independently, these two theoretical …

A review of assessment methods for cellular automata models of land-use change and urban growth

X Tong, Y Feng - International Journal of Geographical Information …, 2020 - Taylor & Francis
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 …

Educational building retrofit under climate change and urban heat island effect

G Akkose, CM Akgul, IG Dino - Journal of Building Engineering, 2021 - Elsevier
Climate change (CC) and urban heat island (UHI) are important environmental forces that
have serious consequences for the existing buildings, such as increased resource …

Assessing spatial dynamics of urban growth using an integrated land use model. Application in Santiago Metropolitan Area, 2010–2045

OL Puertas, C Henríquez, FJ Meza - Land use policy, 2014 - Elsevier
Scenario analysis of urban dynamics from spatial land use models can support urban,
planning and policy. An integrated modeling approach, linking assessment of urban spatial …

A review of driving factors, scenarios, and topics in urban land change models

Y Kim, G Newman, B Güneralp - Land, 2020 - mdpi.com
Due to the increase in future uncertainty caused by rapid environmental, societal, and
technological change, exploring multiple scenarios has become increasingly important in …

Firefly algorithm-based cellular automata for reproducing urban growth and predicting future scenarios

Q Li, Y Feng, X Tong, Y Zhou, P Wu, H Xie, Y Jin… - Sustainable Cities and …, 2022 - Elsevier
Optimization of cellular automata (CA) using swarm intelligence is an effective approach to
establish optimal models for urban growth modeling. This study builds a new CA model (CA …

A new type of dual-scale neighborhood based on vectorization for cellular automata models

B Zhang, H Wang - GIScience & Remote Sensing, 2021 - Taylor & Francis
Although the neighborhood of the cellular automata (CA) model has been studied in detail,
there is a contradiction in the selection of the neighborhood size that has not been revealed …

An improved assessment method for urban growth simulations across models, regions, and time

C Gao, Y Feng, M Xi, R Wang, P Li… - International Journal of …, 2023 - Taylor & Francis
For urban growth modeling, assessment metrics derived from cell-by-cell comparisons are
mainly related to the size of the study area and the urban growth rate. Non-urban areas …

Comparison of metaheuristic cellular automata models: A case study of dynamic land use simulation in the Yangtze River Delta

Y Feng, Y Liu, X Tong - Computers, Environment and Urban Systems, 2018 - Elsevier
Cellular automata (CA) is a bottom-up modeling framework that has increasingly been
applied to simulate land use change by capturing its dynamics. Metaheuristics such as …

Modeling multi-type urban landscape dynamics along the horizontal and vertical dimensions

J He, P Liu, X Li - Landscape and Urban Planning, 2023 - Elsevier
Fine-scale urban simulation obtained through vector-based cellular automata (VCA) can
provide more authentic parcel-level maps to aid urban planning. However, two aspects of …