Recent advances in black box and white-box models for urban heat island prediction: Implications of fusing the two methods

I Adilkhanova, J Ngarambe, GY Yun - Renewable and Sustainable Energy …, 2022 - Elsevier
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 …

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 …

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 …

Impact of urban expansion on land surface temperature and carbon emissions using machine learning algorithms in Wuhan, China

M Zhang, AA Kafy, P Xiao, S Han, S Zou, M Saha… - Urban Climate, 2023 - Elsevier
The impact of the rapid expansion of urban land on the urban thermal environment and
carbon chain has attracted widespread attention. This paper uses artificial neural network …

Predicting the impacts of land use/land cover changes on seasonal urban thermal characteristics using machine learning algorithms

AA Kafy, M Saha, ZA Rahaman, MT Rahman… - Building and …, 2022 - Elsevier
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 …

Impact of vegetation cover loss on surface temperature and carbon emission in a fastest-growing city, Cumilla, Bangladesh

AA Kafy, A Al Rakib, MA Fattah, ZA Rahaman… - Building and …, 2022 - Elsevier
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 …

[HTML][HTML] Cellular Automata approach in dynamic modelling of land cover changes using RapidEye images in Dhaka, Bangladesh

AA Kafy, MNH Naim, G Subramanyam… - Environmental …, 2021 - Elsevier
Satellite images have been used extensively to identify the land use/land cover (LULC)
changes in Bangladesh. However, no study has been conducted to classify LULC changes …

Machine learning algorithm based prediction of land use land cover and land surface temperature changes to characterize the surface urban heat island phenomena …

P Mohammad, A Goswami, S Chauhan, S Nayak - Urban Climate, 2022 - Elsevier
Rapid urbanization over the world's dense urban centers cause an enormous change in the
land use land cover (LULC) over a metropolitan area, which adversely affects the land …

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 …

Modelling the impacts of land use/land cover changing pattern on urban thermal characteristics in Kuwait

AE AlDousari, AA Kafy, M Saha, MA Fattah… - Sustainable Cities and …, 2022 - Elsevier
Rapid urbanization owing to population growth and economic development has made
thermal environment-related studies increasingly prominent. This study aims to monitor and …