1. Impact of Gas/Particle Partitioning of Semivolatile Organic Compounds on Source Apportionment with Positive Matrix Factorization.
- Author
-
Xie, Mingjie, Hannigan, Michael P., and Barsanti, Kelley C.
- Subjects
- *
SEMIVOLATILE organic compounds , *GASES , *FACTORIZATION , *STATISTICAL bootstrapping , *CARBONACEOUS aerosols , *QUARTZ fibers , *GAS chromatography/Mass spectrometry (GC-MS) - Abstract
To quantify and minimize the influence of gas/particle (G/P) partitioning on receptor-based source apportionment using particle-phase semivolatile organic compound (SVOC) data, positive matrix factorization (PMF) coupled with a bootstrap technique was applied to three data sets mainly composed of "measured-total" (measured ? particle- + gas-phase), "particle-only" (measured particle-phase) and "predicted-total" J (measured particle-phase + predicted gas-phase) SVOC5 to apportion carbonaceous J aerosols. Particle-(PM25) and gas-phase SVOC5 were collected using quartz fiber filters followed by PUF/XAD-4/PUF adsorbents and measured using gas chromatography-mass spectrometry (GC-MS). Concentrations of gas-phase SVOC5 were also predicted " from their particle-phase concentrations using absorptive partitioning theory. Five factors were resolved for each data set, and the factor profiles were generally consistent across the three PMF solutions. Using a previous source apportionment study at the same receptor site, those five factors were linked to summertime biogenic emissions (odd n-alkane factor), unbumed fossil fuels (light SVOC factor), road dust and/or cooking (n-alkane factor), motor vehicle emissions (PAH factor), and lubricating oil combustion (sterane factor). The "measured-total" solution was least influenced by G/P partitioning and used as reference. Two out of the five factors (odd n-alkane and PAH factors) exhibited consistent contributions for "particle-only" vs "measured-total" and " "predicted-total" vs "measured-total" solutions. Factor contributions of light SVOC and n-alkane factors were more consistent for "predicted-total" vs "measured-total" than "particle-only" vs "measured-total" solutions. The remaining factor (sterane factor) underestimated the contribution by around 50% from both "particle-only" and "predicted-total" solutions. The results of this study confirm that when measured gas-phase SVOCs are not available, "predicted-total" SVOCs should be used to decrease the influence of G/P partitioning on receptorbased source apportionment. [ABSTRACT FROM AUTHOR]
- Published
- 2014
- Full Text
- View/download PDF