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 …

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 …

Monitoring the effect of urban development on urban heat island based on remote sensing and geo-spatial approach in Kolkata and adjacent areas, India

B Halder, J Bandyopadhyay, P Banik - Sustainable Cities and Society, 2021 - Elsevier
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 …

Land use/land cover change and its impact on surface urban heat island and urban thermal comfort in a metropolitan city

MW Naikoo, ARMT Islam, J Mallick, A Rahman - Urban Climate, 2022 - Elsevier
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 …

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 …

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

MFU Moazzam, YH Doh, BG Lee - Building and Environment, 2022 - Elsevier
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 …

Impact of land cover changes on land surface temperature and human thermal comfort in Dhaka city of Bangladesh

HM Imran, A Hossain, AKMS Islam, A Rahman… - Earth Systems and …, 2021 - Springer
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 …

[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 …

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 …

[HTML][HTML] Land use land cover change modeling by integrating artificial neural network with cellular Automata-Markov chain model in Gidabo river basin, main …

R Girma, C Fürst, A Moges - Environmental Challenges, 2022 - Elsevier
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 …