Urban tree cover provides consistent mitigation of extreme heat in arid but not humid cities.

PC Ibsen, BR Crawford, L Corro, KJ Bagstad… - Sustainable Cities and …, 2024 - Elsevier
Urban land cover types influence the urban microclimates. However, recent work indicates
the magnitude of land cover's microclimate influence is affected by aridity. Moreover, this …

Advances in Methodology and Generation of All-Weather Land Surface Temperature Products From Polar-Orbiting and Geostationary Satellites: A comprehensive …

A Jia, S Liang, D Wang, K Mallick… - … and Remote Sensing …, 2024 - ieeexplore.ieee.org
Land surface temperature (LST) is crucial for understanding surface energy budgets,
hydrological cycling, and land–atmosphere interactions. However, cloud cover leads to …

Mining and modeling the direct and indirect causalities among factors affecting the Urban Heat Island severity using structural machine learned Bayesian networks

G Assaf, X Hu, RH Assaad - Urban Climate, 2023 - Elsevier
Urbanization, population growth, and climate change have several impacts on the
environment including the extreme increase in temperature in urban areas, which is also …

The application of a high-density street-level air temperature observation network (HiSAN): Spatial and temporal variations of thermal and wind condition in different …

YC Chen, KS Hou, YJ Liao, T Honjo, FY Cheng… - Sustainable Cities and …, 2024 - Elsevier
Different patterns of urban development will result in different characteristics of the urban
heat island effect (UHI). In order to explore the impacts of urban environment characteristics …

Machine-Learning-Assisted Characterization of Regional Heat Islands with a Spatial Extent Larger than the Urban Size

Y Du, Z Xie, L Zhang, N Wang, M Wang, J Hu - Remote Sensing, 2024 - mdpi.com
Surface urban heat islands (SUHIs) can extend beyond the urban boundaries and greatly
affect the thermal environment of continuous regions over an agglomeration. Traditional …

[HTML][HTML] Artificial intelligence for predicting urban heat island effect and optimising land use/land cover for mitigation: Prospects and recent advancements

OYA Mohamed, I Zahidi - Urban Climate, 2024 - Elsevier
Rocketing global urbanisation has caused an increase in the Urban Heat Island (UHI) effect,
resulting in various negative implications for the urban environment. Quantifying the Surface …

Simulation and prediction of daytime surface urban heat island intensity under multiple scenarios via fully connected neural network

J Li, Y Yan, R Stouffs - Sustainable Cities and Society, 2024 - Elsevier
The intensification of the Surface Urban Heat Island (SUHI), driven by urbanization, land use
and land cover (LULC) changes, and population growth, presents significant environmental …

[HTML][HTML] Exploring the relationship between air temperature and urban morphology factors using machine learning under local climate zones

C Fan, B Zou, J Li, M Wang, Y Liao, X Zhou - Case Studies in Thermal …, 2024 - Elsevier
Urban microclimate faces serious challenges due to increased urbanization and frequent
heatwave events. Many studies focused on investigating the holistic quantitative …

UAV databased temperature patterns analysis with carbon emission detection using deep neural network

SN Mohanty, BB Dash, G Shanmugasundar… - Remote Sensing in …, 2024 - Springer
Unmanned aerial vehicle (UAV) imaging methods have drawn a lot of interest lately from
academics and industry professionals as an affordable option for agro-environmental uses …

Climate Change and Food Security Management–based Urban Health Care Systems Using Artificial Intelligence Techniques

VK Koppula, M Birundadevi, K Ramprathap, PP… - Remote Sensing in …, 2024 - Springer
Global climate change, caused by human activity, has serious effects for Earth and its
inhabitants. One of the implications is already obvious over the world, and it is related to …