To better understand the impact of traffic congestion, diesel trucks, and highways on the SoMa and Tenderloin community, Brightline Defense is exploring the deployment of Aerosolized Back Carbon Devices (ABCDs) in addition to particulate matter sensors (Clarity Nodes) to better assess traffic related impacts on air quality. Students worked on a data review, seeking to identify network gaps, find new locations to place sensors to address these gaps, and conduct community outreach to get permission for sensor installation. Students reviewed available air quality data and co-location design concerns, as well as community needs, balancing recommendations with grant requirements and the technical limitations of siting sensors. The deliverable contains an explanation of the team’s methods, a list and map of potential locations, and a description of the team’s outreach work.

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