Towards a sustainable urban future: A comprehensive review of urban heat island research technologies and machine learning approaches

S Ghorbany, M Hu, S Yao, C Wang - Sustainability, 2024 - mdpi.com
The urban heat island (UHI) is a crucial factor in develo** sustainable cities and societies.
Appropriate data collection, analysis, and prediction are essential first steps in studying the …

Systematic review of the efficacy of data-driven urban building energy models during extreme heat in cities: Current trends and future outlook

N Mondal, P Anand, A Khan, C Deb, D Cheong… - Building …, 2024 - Springer
Energy demand fluctuations due to low probability high impact (LPHI) micro-climatic events
such as urban heat island effect (UHI) and heatwaves, pose significant challenges for urban …

Numerical study on the coupling effect of river attributes and riverside building forms on the urban microclimate: A case study in Nan**g, China

Y Zhou, Y Lu, X Zhou, J An, D Yan - Sustainable Cities and Society, 2024 - Elsevier
Urban rivers play an important role in mitigating urban heat islands. However, a coupling
analysis of river attributes and waterfront architectural forms is lacking. Most existing studies …

Critical evaluation of the spatiotemporal behavior of UHI, through correlation analyses based on multi-city heterogeneous dataset

M Singh, R Sharston, T Murtha - Sustainable Cities and Society, 2024 - Elsevier
This study utilizes year-round temperature data observed in 15 cities around the United
States (US) to investigate the relationships between UHI and urban design attributes, and …

Assessing the impact of heat mitigation measures on thermal performance and energy demand at the community level: A pathway toward designing net-zero energy …

KR Ullah, V Prodanovic, G Pignatta, A Deletic… - Building …, 2024 - Springer
In the context of escalating global energy demands, urban areas, specifically the building
sector, contribute to the largest energy consumption, with urban overheating exacerbating …

The influence of climate and human factors on a regional heat island in the Zhengzhou metropolitan area, China

X Qiao, Y Li, Y Wang, L Liu, S Zhao - Environmental Research, 2024 - Elsevier
The development of urbanization and the establishment of metropolitan areas causes the
urban heat island to cross the original single-city scale and form a regional heat island (RHI) …

Data-driven optimization reveals the impact of Urban Heat Island effect on the retrofit potential of building envelopes

R Li, C Huang, W **n, J Ye, X Zhang, R Qu… - Building and …, 2025 - Elsevier
The urban heat island (UHI) effect significantly impacts building energy consumption, but its
effect on energy retrofit potential remains unclear. Here, we propose a data-driven surrogate …

The Impact of Building and Green Space Combination on Urban Thermal Environment Based on Three-Dimensional Landscape Index

Y Wang, Y Ren, X Zheng, Z Wu - Sustainability, 2024 - mdpi.com
Urbanization transforms landscapes from natural ecosystems to configurations of impervious
surfaces and green spaces, leading to urban heat island effects that impact health and …

Synergistic Impacts of Built-Up Characteristics and Background Climate on Urban Vegetation Phenology: Evidence from Bei**g, China

X Fu, BJ He - Forests, 2024 - mdpi.com
Vegetation is an important strategy for mitigating heat island effects, owed to its shading and
evaporative cooling functions. However, urbanization has significantly affected regional …

Assessing the Impact of Heat Mitigation Measures on Thermal Performance and Energy Demand at the Community Level: A Pathway Toward Designing Net-zero …

G Pignatta, KR Ullah - 2024 - unsworks.unsw.edu.au
Assessing the Impact of Heat Mitigation Measures on Thermal Performance and Energy
Demand at the Community Level: A Pathway Towa Page 1 Assessing the Impact of Heat …