Explanation of Demonstration: We will demonstrate how our layered framework of sensors, models, land-use information and citizens can be used to understand community-scale differences in pollution levels. The demonstrations, in the form of videos, will illustrate, how local policies on fireworks can dramatically affect pollution levels and how such a framework can act as an early warning for smoke from a nearby wildfire.

Abstract: Until now, the "cyber" component of automobiles has consisted of control algorithms and associated software for vehicular subsystems designed to achieve one or more performance, efficiency, reliability, comfort, or safety (PERCS) goals, primarily based on short-­term intrinsic vehicle sensor data. However, there exist many extrinsic factors that can affect the degree to which these goals can be achieved.