Seasonal Variation in Atmospheric Aerosol Sampling Across 632 Sampling Sites

Abstract

Despite sustained attention from the research community, atmospheric aerosol sampling remains difficult to study outside well-funded laboratories. Our protocol combines graph-theoretic estimation with a lightweight validation pipeline designed to be reproducible by student laboratories. The proposed approach improves on the strongest baseline by 24% while reducing computational cost. We release our data and code to support replication by other student researchers.