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Prioritizing environmental determinants of urban heat islands: A machine learning study for major cities in China
The exacerbated thermal environment in cities, with the urban heat island (UHI) effect as a
prominent example, has been the source of many adverse urban environmental issues …
prominent example, has been the source of many adverse urban environmental issues …
Assessing the effects of urban heat islands and air pollution on human quality of life
R Cichowicz, AD Bochenek - Anthropocene, 2024 - Elsevier
The world population is projected to peak before 2050, with a significant majority residing in
highly urbanized areas. As a result, urban areas are expected to undergo further …
highly urbanized areas. As a result, urban areas are expected to undergo further …
Assessing urban population exposure risk to extreme heat: Patterns, trends, and implications for climate resilience in China (2000–2020)
C Wang, Z Ren, Y Guo, P Zhang, S Hong, Z Ma… - Sustainable Cities and …, 2024 - Elsevier
Urban residents face serious thermal health risks from extreme heat owing to the cumulative
effects of urbanization and climate warming. However, the patterns of urban populations …
effects of urbanization and climate warming. However, the patterns of urban populations …
Mining and modeling the direct and indirect causalities among factors affecting the Urban Heat Island severity using structural machine learned Bayesian networks
Urbanization, population growth, and climate change have several impacts on the
environment including the extreme increase in temperature in urban areas, which is also …
environment including the extreme increase in temperature in urban areas, which is also …
Machine learning techniques to map the impact of urban heat island: investigating the city of Jeddah
A Addas - Land, 2023 - mdpi.com
Over the last decades, most agricultural land has been converted into residential colonies to
accommodate the rapid population expansion. Population growth and urbanization result in …
accommodate the rapid population expansion. Population growth and urbanization result in …
[HTML][HTML] Hazard susceptibility map** with machine and deep learning: a literature review
With the increase in climate-change-related hazardous events alongside population
concentration in urban centres, it is important to provide resilient cities with tools for …
concentration in urban centres, it is important to provide resilient cities with tools for …
[HTML][HTML] The Dynamics and Trends of International Research on Urban Carbon Risk
Q Yao, N An, H Ci - Sustainability, 2025 - mdpi.com
Research on Urban Carbon Risk (RUCR) is crucial for understanding the impact
mechanisms of carbon emissions on urban environments and health, particularly in rapidly …
mechanisms of carbon emissions on urban environments and health, particularly in rapidly …
Using classification algorithms to model nighttime Surface Urban Heat Island (SUHI), with an emphasis on the role of urban trees
D Jato-Espino, S Lierow… - Building and …, 2025 - Elsevier
Abstract The Urban Heat Island (UHI) effect represents the increased temperature in urban
areas compared to their surroundings. This is often addressed using Land Surface …
areas compared to their surroundings. This is often addressed using Land Surface …
The Impact of Land-Use Mix on Technological Innovation: Evidence from a Grid-Cell-Level Analysis of Shanghai, China
H Jiang, W ** the land surface temperature of urban agglomerations in the Yangtze River Economic …
X Liu, L Zheng, Y Wang - Journal of Environmental Management, 2025 - Elsevier
In the context of accelerating global warming, which profoundly affects ecosystems and
human societies, it is crucial to understand the complex mechanisms through which climate …
human societies, it is crucial to understand the complex mechanisms through which climate …