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Recent advances in black box and white-box models for urban heat island prediction: Implications of fusing the two methods
The urban heat island (UHI) phenomenon is a serious concern for urban planners and
policymakers, requiring effective and efficient mitigation policies. To develop such policies …
policymakers, requiring effective and efficient mitigation policies. To develop such policies …
Machine learning in modelling the urban thermal field variance index and assessing the impacts of urban land expansion on seasonal thermal environment
M Zhang, S Tan, C Zhang, E Chen - Sustainable Cities and Society, 2024 - Elsevier
Land use practices in urban areas exert a profound influence on the urban thermal
environment and the pursuit of sustainable development. This paper aims to investigate and …
environment and the pursuit of sustainable development. This paper aims to investigate and …
Predicting the impacts of urban development on urban thermal environment using machine learning algorithms in Nan**g, China
M Zhang, S Tan, J Liang, C Zhang, E Chen - Journal of Environmental …, 2024 - Elsevier
The urban thermal environment undergoes significant influences from changes in land
use/land cover (LULC). This article uses CA-ANN and ANN algorithms to forecast LULC and …
use/land cover (LULC). This article uses CA-ANN and ANN algorithms to forecast LULC and …
Impact of urban expansion on land surface temperature and carbon emissions using machine learning algorithms in Wuhan, China
Assessing the impact of fractional vegetation cover on urban thermal environment: A case study of Hangzhou, China
M Zhang, S Tan, C Zhang, S Han, S Zou… - Sustainable Cities and …, 2023 - Elsevier
The large-scale urbanization has changed the surface characteristics of cities, seriously
affected the urban heat balance, and worsened the urban thermal environment. The …
affected the urban heat balance, and worsened the urban thermal environment. The …
Smart assessment and forecasting framework for healthy development index in urban cities
Q Li, L Liu, Z Guo, P Vijayakumar… - Cities, 2022 - Elsevier
With the sustainable development being a consensus in human society, assessment of
healthy development index in urban cities (HDI-UC) has been a hot concern in academia …
healthy development index in urban cities (HDI-UC) has been a hot concern in academia …
Predicting the impacts of land use/land cover changes on seasonal urban thermal characteristics using machine learning algorithms
Abstract Changes in land use/land cover (LULC) and land surface temperatures (LST)
contribute significantly to the formation and intensity of urban heat islands (UHI) effects. The …
contribute significantly to the formation and intensity of urban heat islands (UHI) effects. The …
Impact of vegetation cover loss on surface temperature and carbon emission in a fastest-growing city, Cumilla, Bangladesh
Human pressures, combined with changing hydrology and land resources, have a distinct
effect on the carbon chain and ecosystem resilience. The increase in urban areas …
effect on the carbon chain and ecosystem resilience. The increase in urban areas …