1. Civil Engineering Department; Santa Clara University; Santa Clara California USA
2. Department of Civil and Environmental Engineering; University of Washington; Seattle Washington USA
3. Climate Impacts Group, Joint Institute for the Study of the Atmosphere and Ocean; University of Washington; Seattle Washington USA