The simulation and prediction of spatio-temporal urban growth trends using cellular automata models: A review

MM Aburas, YM Ho, MF Ramli, ZH Ash'aari - International Journal of …, 2016 - Elsevier
In recent years, several types of simulation and prediction models have been used within a
GIS environment to determine a realistic future for urban growth patterns. These models …

Spatio-temporal simulation and prediction of land-use change using conventional and machine learning models: a review

MM Aburas, MSS Ahamad, NQ Omar - Environmental monitoring and …, 2019 - Springer
Spatio-temporal land-use change modeling, simulation, and prediction have become one of
the critical issues in the last three decades due to uncertainty, structure, flexibility, accuracy …

Analyzing urban spatial patterns and trend of urban growth using urban sprawl matrix: A study on Kolkata urban agglomeration, India

M Sahana, H Hong, H Sajjad - Science of the Total Environment, 2018 - Elsevier
This research paper analyzed urban spatial pattern and trend of urban growth in Kolkata
urban agglomeration, India using urban sprawl matrix during 1990–2000 & 2000–2015 …

[HTML][HTML] Comparison of multimodel simulations of land use and land cover change considering integrated constraints-A case study of the Fuxian Lake basin

Z Lin, S Peng - Ecological Indicators, 2022 - Elsevier
The simulation and future prediction of spatial and temporal land use and land cover change
(LUCC) have long been the focus (and challenge) of research on land use change and …

Monitoring and modeling the patterns and trends of urban growth using urban sprawl matrix and CA-Markov model: A case study of Karachi, Pakistan

MF Baqa, F Chen, L Lu, S Qureshi, A Tariq, S Wang… - Land, 2021 - mdpi.com
Understanding the spatial growth of cities is crucial for proactive planning and sustainable
urbanization. The largest and most densely inhabited megapolis of Pakistan, Karachi, has …

[HTML][HTML] An integrated simulation approach to the assessment of urban growth pattern and loss in urban green space in Kolkata, India: A GIS-based analysis

S Dinda, ND Chatterjee, S Ghosh - Ecological Indicators, 2021 - Elsevier
Urban green space (UGS) is although play a vital role in the mitigation of negative impacts of
urbanization, but it often abominably affected by the process of land-use land-cover (LULC) …

High-resolution global urban growth projection based on multiple applications of the SLEUTH urban growth model

Y Zhou, ACG Varquez, M Kanda - Scientific data, 2019 - nature.com
As urban population is forecast to exceed 60% of the world's population by 2050, urban
growth can be expected. However, research on spatial projections of urban growth at a …

Analyzing spatial patterns, driving forces and predicting future growth scenarios for supporting sustainable urban growth: Evidence from Tabriz metropolitan area, Iran

H Dadashpoor, P Azizi, M Moghadasi - Sustainable Cities and Society, 2019 - Elsevier
Urban expansion has caused major changes in land use and urban growth patterns in
metropolitan areas. While urban growth in these areas is a well-known phenomenon, the …

Monitoring the population change and urban growth of four major Pakistan cities through spatial analysis of open source data

RW Aslam, H Shu, A Yaseen - Annals of GIS, 2023 - Taylor & Francis
Cities are complex and dynamic entities in close proximity of people, implying multi temporal
observations to analyse and understand the urban context. At present, open-source data …

Simulation of urban expansion via integrating artificial neural network with Markov chain–cellular automata

T Xu, J Gao, G Coco - International Journal of Geographical …, 2019 - Taylor & Francis
Accurate simulations and predictions of urban expansion are critical to manage urbanization
and explicitly address the spatiotemporal trends and distributions of urban expansion …