A framework to spatially cluster air pollution monitoring sites in US based on the PM2.5 composition

The framework presented here provides a novel tool which can be used to identify and further classify sites based on their PM2.5 composition. The solution presented is fairly robust and yielded groupings that were meaningful in the context of air-pollution research.