Impact of sewer overflow on public health: A comprehensive scientometric analysis and systematic review

AO Sojobi, T Zayed - Environmental research, 2022 - Elsevier
Sewer overflow (SO), which has attracted global attention, poses serious threat to public
health and ecosystem. SO impacts public health via consumption of contaminated drinking …

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 …

[HTML][HTML] Analysis of the heterogeneity of urban expansion landscape patterns and driving factors based on a combined Multi-Order Adjacency Index and Geodetector …

J Liu, Q Xu, J Yi, X Huang - Ecological Indicators, 2022 - Elsevier
Under conditions of rapid urbanization, quantitative measurement of the expansion
characteristics of urban landscapes and evaluation of their spatial and temporal …

A novel spatio-temporal cellular automata model coupling partitioning with CNN-LSTM to urban land change simulation

Y Zhou, C Huang, T Wu, M Zhang - Ecological Modelling, 2023 - Elsevier
Land use change (LUC) has gained attention as a core topic of global ecological
environment change research. The cellular automata (CA) model affects the global layout …

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 …

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 …

Identifying the drivers of land expansion and evaluating multi-scenario simulation of land use: A case study of Mashan County, China

S Chen, S Yao - Ecological Informatics, 2023 - Elsevier
To reduce land conflicts and improve the coordination of human activities and land use, it is
crucial to conduct thorough research on sustainable land management and optimization. In …

[HTML][HTML] An extended patch-based cellular automaton to simulate horizontal and vertical urban growth under the shared socioeconomic pathways

Y Chen - Computers, Environment and Urban Systems, 2022 - Elsevier
Most contemporary urban cellular automata (CA) models primarily focus on the simulation of
urban land expansion, and cannot effectively simulate vertical urban growth. This study …

Modeling urban growth using spatially heterogeneous cellular automata models: Comparison of spatial lag, spatial error and GWR

C Gao, Y Feng, X Tong, Z Lei, S Chen, S Zhai - … , Environment and Urban …, 2020 - Elsevier
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 …

Exploring the advantages of the maximum entropy model in calibrating cellular automata for urban growth simulation: a comparative study of four methods

B Zhang, H Wang - GIScience & Remote Sensing, 2022 - Taylor & Francis
As a powerful predictive technique based on machine learning, the maximum entropy
(MaxEnt) model has been widely used in geographic modeling. However, its performance in …