Machine learning applications on air temperature prediction in the urban canopy layer: A critical review of 2011–2022
Air temperature within the urban canopy layer is one of the most critical variables that impact
the environmental sustainability of cities. With advantages in computational speed, machine …
the environmental sustainability of cities. With advantages in computational speed, machine …
High resolution urban air quality modeling by coupling CFD and mesoscale models: A review
Abstract According to World Health Organization, 9 out of 10 people breathe polluted air and
the ambient air pollution accounts for nearly 4.2 million early deaths worldwide. There is an …
the ambient air pollution accounts for nearly 4.2 million early deaths worldwide. There is an …
CFD simulation of urban microclimate: Validation using high-resolution field measurements
Heat stress in urban areas can have detrimental effects on human health, comfort and
productivity. In order to mitigate heat stress, Computational Fluid Dynamics (CFD) …
productivity. In order to mitigate heat stress, Computational Fluid Dynamics (CFD) …
Estimation of daily maximum and minimum air temperatures in urban landscapes using MODIS time series satellite data
Urban air temperature is considered a significant variable for a variety of urban issues, and
analyzing the spatial patterns of air temperature is important for urban planning and …
analyzing the spatial patterns of air temperature is important for urban planning and …
[HTML][HTML] Estimating spatio-temporal air temperature in London (UK) using machine learning and earth observation satellite data
RS dos Santos - International Journal of Applied Earth Observation and …, 2020 - Elsevier
Urbanisation generates greater population densities and an increase in anthropogenic heat
generation. These factors elevate the urban–rural air temperature (T a) difference, thus …
generation. These factors elevate the urban–rural air temperature (T a) difference, thus …
[HTML][HTML] City-wide, high-resolution mapping of evapotranspiration to guide climate-resilient planning
The impacts of global change, including extreme heat and water scarcity, are threatening an
ever-growing urban world population. Evapotranspiration (ET) mitigates the urban heat …
ever-growing urban world population. Evapotranspiration (ET) mitigates the urban heat …
On the relation between urban climate and energy performance of buildings. A three-years experience in Rome, Italy
M Zinzi, E Carnielo, B Mattoni - Applied Energy, 2018 - Elsevier
Climatic conditions strongly affect the energy performance of buildings, and due to the
synergy between global climate change and the Urban Heat Island (UHI) effect, the climatic …
synergy between global climate change and the Urban Heat Island (UHI) effect, the climatic …
Effect of the urban land use dynamics on land surface temperature: A case study of kohat city in Pakistan for the period 1998–2018
Over the past few decades, the majority of the global population has resided in urban areas,
which is one of the environmental issues. The rush of people to cities has put a strain on …
which is one of the environmental issues. The rush of people to cities has put a strain on …
Satellite-based estimation of monthly mean hourly 1-km urban air temperature using a diurnal temperature cycle model
Cities worldwide face escalating climate change risks, underscoring the need for spatially
and temporally resolved urban air temperature (T a) data. While satellite-derived land …
and temporally resolved urban air temperature (T a) data. While satellite-derived land …
A multi-resolution air temperature model for France from MODIS and Landsat thermal data
Understanding and managing the health effects of ambient temperature (T a) in a warming,
urbanizing world requires spatially-and temporally-resolved T a at high resolutions. This is …
urbanizing world requires spatially-and temporally-resolved T a at high resolutions. This is …