Building attribute, Carbon Emissions, Climate, CSBE news
Pre-print: https://ssrn.com/abstract=5247212 The growing global population is increasing the demand for housing at the same time as the ecological limits requires much more resource-efficiency. Small multi-unit buildings are regularly proposed to increase material...
Building attribute, Building form, CSBE news, Machine learning, Urban sustainability
This study estimates building attributes—floor area and age—using image-based machine learning. Building age and floor area are key inputs to the studies of urban metabolism, material stocks and flows, and embodied greenhouse gases (GHGs) in the built environment....
