Unraveling nonlinear and spatial non-stationary effects of urban form on surface urban heat islands using explainable spatial machine learning

Y Ming, Y Liu, Y Li, Y Song - Computers, Environment and Urban Systems, 2024 - Elsevier
Under global warming, surface urban heat islands (SUHI) threaten human health and urban
ecosystems. However, scant research focused on exploring the complex associations …

Evaluating the relationship between Urban Heat Island and temporal change in land use, NDVI and NDBI: a case study of Bhopal city, India

P Singh, P Verma, AS Chaudhuri, VK Singh… - International Journal of …, 2024 - Springer
The present work evaluates the impact of land use changes in one of the important capital
cities of Central India to understand the relation between land use practices and …

Nonlinear effects of urban and industrial forms on surface urban heat island: Evidence from 162 Chinese prefecture-level cities

Y Ming, Y Liu, J Gu, J Wang, X Liu - Sustainable Cities and Society, 2023 - Elsevier
Urban and industrial forms were widely concerned as influential factors of surface urban
heat island (SUHI) at the macroscale. However, there is still a lack of systematic …

Industrial heat island mitigation in Angul-Talcher region of India: evaluation using modified WRF-single urban canopy model

VK Singh, M Mohan, S Bhati - Science of the Total Environment, 2023 - Elsevier
Linkages of urban and industrial cooling with sustainable development goals and climate
change perspectives are well acknowledged, mainly for develo** economies in tropical …

How does the ambient environment respond to the industrial heat island effects? An innovative and comprehensive methodological paradigm for quantifying the …

J Gao, Q Meng, L Zhang, D Hu - Giscience & Remote Sensing, 2022 - Taylor & Francis
Local landscape patterns in cities can substantially alter surrounding land surface
temperature (LST) and affect the surface urban heat island effect. Previous studies have …

Contrary to expectation: The surface urban heat island intensity is increasing in population shrinking region while decreasing in population growing region-A …

L Liu, W Zhang - PLoS One, 2024 - journals.plos.org
Exploring the complex relationship between population change and surface urban heat
island (SUHI) effect has important practical significance for the ecological transformation …

Numerical analysis of the impact of anthropogenic emissions on the urban environment of Singapore

VK Singh, MO Mughal, A Martilli, JA Acero… - Science of The Total …, 2022 - Elsevier
Increased urbanization and anthropogenic activities in tropical cities lead to the temperature
gradient between the urban and rural environments, causing the urban heat island (UHI) …

Simulating and mitigating extreme urban heat island effects in a factory area based on machine learning

S Liu, J Zhang, J Li, Y Li, J Zhang, X Wu - Building and Environment, 2021 - Elsevier
Urban heat islands (UHIs) have caused radical changes in urban climates. However, the
extreme UHI (E-UHI) formed in factory areas deserves more attention. To mitigate the E-UHI …

Cooling intensity of hybrid landscapes in a metropolitan area: relative contribution and marginal effect

J Huang, Y Wang - Sustainable Cities and Society, 2022 - Elsevier
Rapid urbanization has exacerbated the urban heat islands (UHIs) effect. In the wind and
thermal environment of integrated city-regions, UHIs and green infrastructure (GI) interact …

Integrating cellular automata and agent-based modeling for predicting urban growth: A case of Dehradun City

V Kumar, VK Singh, K Gupta, AK Jha - Journal of the Indian Society of …, 2021 - Springer
This paper proposes a framework for land-use land cover (LULC) simulation for urban
growth estimation. The framework couples Cellular Automata Markov (CAM) and agent …