1. Department of Civil and Environmental Engineering, The University of Waterloo, 200 University Avenue West, Waterloo, ON N2L 3G1, Canada.
2. Canada Research Chair in Pavement & Infrastructure Management and Associate Professor, Department of Civil and Environmental Engineering, The University of Waterloo, 200 University Avenue West, Waterloo, ON N2L 3G1, Canada.