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

摘要

BackgroundHeterogeneity in the response to PM2.5 is hypothesized to be related to differences in particle composition across monitoring sites which reflect differences in source types as well as climatic and topographic conditions impacting different geographic locations. Identifying spatial patterns in particle composition is a multivariate problem that requires novel methodologies.