1. Energy Efficient Cities Initiative, University of Cambridge Department of Engineering, Trumpington Street, Cambridge CB2 1PZ, United Kingdom
2. Department of Civil, Environmental or Geo-Engineering, University of Minnesota, Minneapolis, Minnesota 55455-0116, United States