1. Transportation Solutions and Technology Applications Division, Leidos, Inc, Reston, VA, USA
2. Environment, Planning and Economics Division, Virginia Transportation Research Council, Virginia Department of Transportation, University of Virginia, Charlottesville, VA, USA