Using observations from 315 U.S. air quality-monitoring sites recorded from 1999 to 2013, the NOAA researchers quantified the surge in particulate matter that occurred on the nation’s birthday. Specifically, they looked for particles that are two and one half microns in diameter (PM2.5).