title: A multi-site analysis of the association between black carbon concentrations and vehicular idling, traffic, background pollution, and meteorology during school dismissals.
abstract: A study was performed to assess the relationship between black carbon (BC), passing traffic, and vehicular idling outside New York City (NYC) schools during student dismissal. Monitoring was performed at three school sites in East Harlem, the Bronx, and Brooklyn for 1month per year over a two-year period from November 2006-October 2008. Monitoring at each site was conducted before and after the Asthma Free School Zone (AFSZ) asthma reduction education program was administered. Real-time equipment with a one-minute averaging interval was used to obtain the BC data, while volume counts of idling and passing school busses, trucks, and automobiles were collected each minute by study staff. These data were matched to ambient PM(2.5) and meteorology data obtained from the New York State Department of Environmental Conservation. A generalized additive model (GAM) model was run to examine the relationship between BC concentration and each variable while accounting for site-to-site differences. F-tests were employed to assess the significance of each of the predictor variables. The model results suggested that variability in ambient PM(2.5) concentration contributed 24% of the variability in transformed BC concentration, while variability in the number of idling busses and trucks on the street during dismissal contributed 20% of the variability in transformed BC concentration. The results of this study suggest that a combination of urban scale and local traffic control approaches in combination with cessation of school bus idling will produce improved local BC concentration outside schools.
authors.affiliation: U.S. Environmental Protection Agency National Center for Environmental Assessment, Research Triangle Park, NC 27711, USA. richmond-bryant.jennifer@epa.gov
authors.forename: J
authors.initials: J
authors.lastname: Richmond-Bryant
authors.forename: L
authors.initials: L
authors.lastname: Bukiewicz
authors.forename: R
authors.initials: R
authors.lastname: Kalin
authors.forename: C
authors.initials: C
authors.lastname: Galarraga
authors.forename: F
authors.initials: F
authors.lastname: Mirer
mesh_terms: D000393:Air Pollutants / Q000032:analysis* / Q000592:standards; D000397:Air Pollution / Q000706:statistics & numerical data*; D001272:Atmosphere / Q000737:chemistry; D001336:Automobiles / Q000706:statistics & numerical data*; D004784:Environmental Monitoring; D009518:New York; D052638:Particulate Matter / Q000032:analysis / Q000592:standards; D012574:Schools / Q000706:statistics & numerical data*; D053260:Soot / Q000032:analysis* / Q000592:standards; D001335:Vehicle Emissions / Q000032:analysis; D014887:Weather
chemical_list: D000393:Air Pollutants; D052638:Particulate Matter; D053260:Soot; D001335:Vehicle Emissions