All smart city components are interconnected, taking a systems approach, our team looks at the links between the transportation system and other smart city components (e.g., energy systems). For example, our current research uses a high-resolution rainfall dataset to help us better understand how increased frequency of heavy rainfall events could impact traffic flow. The primary goal of our research is to improve quality-of-life for people by looking at emerging trends in transportation.