[HTML][HTML] Advancements in supervised machine learning for outdoor thermal comfort: A comprehensive systematic review of scales, applications, and data types

T Luo, M Chen - Energy and Buildings, 2024 - Elsevier
Abstract Supervised Machine Learning (SML) has a proven track record in addressing the
complexities of urban studies. To enhance the accuracy and efficiency of current urban …

Thermal stress and comfort assessment in urban areas using Copernicus Climate Change Service Era 5 reanalysis and collected microclimatic data

T Silva, A Lopes, J Vasconcelos… - International Journal of …, 2024 - Springer
In this initial study of a research project, this paper seeks to understand the thermal
conditions in the cities of Lisbon and Munich, specifically focusing on Urban Heat Island …

[HTML][HTML] Climate walking and linear mixed model statistics for the seasonal outdoor thermophysiological comfort assessment in Lisbon

T Silva, C Reis, D Braz, J Vasconcelos, A Lopes - Urban Climate, 2024 - Elsevier
To measure urban outdoor pedestrian thermophysiological comfort mobile roving missions
were conducted in all seasons of the year during the day and at night. Six routes were …

Urban morphology as a key parameter for mitigating urban heat?–A literature review

V Schmidt - IOP Conference Series: Earth and Environmental …, 2024 - iopscience.iop.org
More frequent and intense heat waves, especially in urban centers, represent a growing
challenge for urban designers and building planners. In the last five years, extensive …

Climate-resilient robotic facades: Architectural strategies to improve thermal comfort in outdoor urban environments using robotic assembly

J Fleckenstein, PL Molter, A Chokhachian… - Frontiers in Built …, 2022 - frontiersin.org
In the context of dense urban environments and climate change, pedestrians' thermal
experience plays an increasingly significant role in people's health and well-being. In this …

Lisbon Urban Climate: Statistical Analysis/Approach for Urban Heat Island Effect Based on a Pioneering Urban Meteorological Network.

D Vilão, IL Ramos - Atmosphere, 2024 - search.ebscohost.com
The urban heat island (UHI) effect is a widely recognized phenomenon consisting of heat
accumulation by dense urban construction and human activities, resulting in higher …

A micro-scale look into pedestrian thermophysiological comfort in an urban environment

T Silva, A Lopes, J Vasconcelos - Bulletin of Atmospheric Science and …, 2024 - Springer
Different spatial scales enable the analysis of thermophysiological conditions of pedestrians
in an urban environment. A higher resolution hotspot analysis was conceived using GIS …

Heat stress mitigation by exploring UTCI hotspots and enhancing thermal comfort through street trees

T Silva, M Matias, C Girotti, J Vasconcelos… - Theoretical and Applied …, 2025 - Springer
Heat stress mitigation actions must be carefully planned in order to achieve effective
outcomes. By integrating urban planning guidelines with urban climate knowledge …

Origins and Evolution of the Local Climate Zone Classification

ID Stewart - Local Climate Zone Application in Sustainable Urban …, 2024 - Springer
Systematic comparison of urban and rural air temperatures began over two centuries ago.
This work demonstrated that cities are warmer, on average, than their rural surroundings. A …

Microclimate analysis of Ganga riverfront in Patna: spatial form perspective

S Meena, BK Das - Journal of Asian Architecture and Building …, 2024 - Taylor & Francis
The investigation in this research scrutinizes the influence of spatial form factors on thermal
comfort along the Ganga riverfront trail during the spring season. Understanding how spatial …