There is great interest in how the growth of artificial intelligence and machine learning may
affect global GHG emissions. However, such emissions impacts remain uncertain, owing in …

Climate change is one of the greatest challenges facing humanity, and we, as machine
learning (ML) experts, may wonder how we can help. Here we describe how ML can be a …

Assessment of the social science literature and regional case studies reveals how social
norms, culture, and individual choices, interact with infrastructure and other structural …

Great claims have been made about the benefits of dematerialization in a digital service
economy. However, digitalization has historically increased environmental impacts at local …

Urban transport provides access to multiple services, structures and impedes daily life of
residents, and translates into wellbeing considerations, sustainability impacts, and GHG …

Citizen science (CS), that is, the involvement of citizens in data collection or analysis for
research projects, is becoming more widespread. This is due to the increasing digitalization …

Smart cities play a vital role in the growth of a nation. In recent years, several countries have
made huge investments in developing smart cities to offer sustainable living. However, there …

Sustainable development and digital transformation profoundly re-shape industrial societies
but have been studied largely independently. In light of pressing global environmental and …

The last decade witnessed a rapid rise in shared mobility in China. However, there is lack of
understanding how the shared mobility market developed, how shared mobility reshapes …

Urban street space is increasingly contested. However, it is unclear what a fair street space
allocation would look like. We develop a framework of ten ethical principles and three …