Environmental Science & Technology · 2012 · 49 citations · 37 references
Public HealthEnvironmental SciencesAir PollutionAtmospheric ChemistryElemental AnalysisAir Pollutant SourcesAir PollutantsAir Pollution SourcesAir QualityAtmospheric CompositionParticulate MatterBlack CarbonBlack Carbon AerosolsElemental Speciation AnalysisParticulate Matter MeasurementParticulate Matter SourcesPm2.5Pollutant Source ApportionmentPositive Matrix Factorization
Particulate matter (PM) sources at two different sites in a rural town in New Zealand were investigated on an hourly time-scale. Streaker samplers were used to collect hourly, size-segregated PM(10-2.5) and PM(2.5) samples that were analyzed for elemental content using ion beam analysis techniques. Black carbon concentrations were determined using light reflection and PM(10) concentrations were recorded using colocated continuous PM monitors. PM(10) concentrations at both sites displayed a diurnal pattern, with hourly PM(10) concentration maxima in the evening (7 pm-midnight) and in the morning (7-9 am). One of the monitoring sites experienced consistently higher average PM(10) concentrations during every hour and analysis indicated that katabatic flows across the urban area contributed to the increased concentrations observed. Source apportionment using positive matrix factorization on the hourly data revealed four primary PM(10) sources for each site: biomass burning, motor vehicles, marine aerosol and crustal matter. Biomass burning was the most dominant source at both sites and was responsible for both the evening and morning PM(10) concentration peaks. The use of elemental speciation combined with PM(10) concentrations for source apportionment on an hourly time-scale has never been reported and provides unique and useful information on PM sources for air quality management.
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R: A Language and Environment for Statistical Computing
R Core Team · 2000 · 353K citations · Full text
Natural Sciences, Computer Science, Statistical Computing +10
Air Pollution-Related Illness: Effects of Particles
André E. Nel · Science · 2005 · 1.6K citations