Existing image data can help give a clearer picture of building energy efficiency
.svg)
.svg)
Dr Qunshan Zhao was interviewed for an article in the New Scientist, which explains how Artificial Intelligence (AI) can use existing Google Street View images and satellite imagery to estimate building energy efficiency in cities across the globe.
In the piece - AI can tell which buildings are energy efficient from the outside (subscription required) - Dr Zhao, UBDC's Lead on Urban Sensing & Analytics and Senior Lecturer in Urban Analytics at the University of Glasgow, comments:
"The benefit of using these images is you will be able to extend [the AI analysis] to a global level...You get Street View images in most countries".
He also notes that AI predictions could be improved with the use of higher-resolution thermal infrared imagery from new satellites and street scanning, which will be trialled this winter and next winter via a UBDC-funded scanning project.
Dr Zhao has co-authored a paper in Energy and Buildings journal on understanding building energy efficiency with administrative and emerging urban big data by deep learning in Glasgow, which is linked to in the article.
Files
Latest news
The slow demise of the sustainable city?
With commuting frequencies falling as hybrid working becomes the norm for many, are people still prepared to pay a premium for houses with better public transport services? If not, what does this say about the future shape of our cities? A recent paper by UBDC addresses this key question.
%201.svg){kind=icon}
How online real estate agencies are changing the housing market
A team of researchers have used Zoopla Property data from the UBDC data service to analyse how online real estate agencies are affecting the UK housing market. In this blog, Cigdem Gedikli (Swansea University, UK), Robert Hill (University of Graz) Oleksandr Talavera (University of Birmingham), Okan Yilmaz (Swansea University) outline the findings from their paper.
UBDC research to reduce climate change impacts on health and wellbeing in Brazil’s favelas
Research led by the UBDC is aiming to reduce climate change impacts on health and wellbeing in the country’s favela urban communities.
Jointly funded by
%20copy.png){kind=logo}
.png){kind=logo}
