While designing sustainable and resilient urban built environment is increasingly promoted around the world, significant data gaps have made research on pressing sustainability issues challenging to carry out. Pavements are known strong economic environmental impacts; however, most cities lack a spatial catalog of their surfaces due cost-prohibitive time-consuming nature collection. Recent adva...