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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 …
Monitoring the effect of urban development on urban heat island based on remote sensing and geo-spatial approach in Kolkata and adjacent areas, India
Climate change and the rapid urbanization process can trigger the current urban heat island
effect. An urban heat island is categorized by temperature variation between urban and rural …
effect. An urban heat island is categorized by temperature variation between urban and rural …
Land use/land cover change and its impact on surface urban heat island and urban thermal comfort in a metropolitan city
The increasing urban heat island intensity (UHII) is a matter of concern for the sustainable
urban planning and maintaining urban thermal comfort in the metropolitan cities of …
urban planning and maintaining urban thermal comfort in the metropolitan cities of …
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 …
Impact of urbanization on land surface temperature and surface urban heat Island using optical remote sensing data: A case study of Jeju Island, Republic of Korea
Urbanization changes the existing form of land use and cover (LULC) which can influence
the land surface temperature (LST). Therefore, it is important to present the causes of urban …
the land surface temperature (LST). Therefore, it is important to present the causes of urban …
Impact of land cover changes on land surface temperature and human thermal comfort in Dhaka city of Bangladesh
Urbanization leads to the construction of various urban infrastructures in the city area for
residency, transportation, industry, and other purposes, which causes major land use …
residency, transportation, industry, and other purposes, which causes major land use …
[HTML][HTML] Surface urban heat island intensity in five major cities of Bangladesh: Patterns, drivers and trends
A Dewan, G Kiselev, D Botje, GI Mahmud… - Sustainable Cities and …, 2021 - Elsevier
There is currently a lack of knowledge regarding the spatiotemporal variation of day and
night surface urban heat island intensity (SUHII) in the major cities of Bangladesh. These …
night surface urban heat island intensity (SUHII) in the major cities of Bangladesh. These …
Analysing land use/land cover changes and its dynamics using remote sensing and GIS in Gubalafito district, Northeastern Ethiopia
G Abebe, D Getachew, A Ewunetu - SN Applied Sciences, 2022 - Springer
Map** and quantifying the status of Land use/Land cover (LULC) changes and drivers of
change are important for identifying vulnerable areas for change and designing sustainable …
change are important for identifying vulnerable areas for change and designing sustainable …
[HTML][HTML] Land use land cover change modeling by integrating artificial neural network with cellular Automata-Markov chain model in Gidabo river basin, main …
Modeling land use land cover (LULC) change is crucial to understand its spatiotemporal
trends to protect the land resources sustainably. The appraisal of this study was to model …
trends to protect the land resources sustainably. The appraisal of this study was to model …