Article ID Journal Published Year Pages File Type
6340633 Atmospheric Environment 2013 12 Pages PDF
Abstract

•We examine the effects in a 1-D VBS model of compound structure on organic aerosol (OA) formation.•SOA (secondary OA) levels for varying ΔHC and RH are considered for all combinations of structures.•We quantitate variability in SOA levels as affected by variability in the structure, ΔHC, and RH.•A 1-D VBS model cannot provide reliable results when organic PM is low, especially when RH is not low.

Many current models that aim to predict urban and regional levels of organic particulate matter (OPM) use either the 2 product (2p) framework for secondary organic aerosol (SOA) formation, or a static 1-D volatility basis set (1-D-VBS). These approaches assume that: 1) the compounds involved in OPM condensation/evaporation can be lumped simply by volatility with no specificity regarding carbon number nC, MW, or polar functionality; 2) water uptake does not occur; and 3) the compounds are non-ionizing. This work considers the consequences for uniphasic PM caused by the first two assumptions due to effects of the condensed-phase mean molecular weight MW¯ and activity coefficients (ζi), including when RH (relative humidity) > 0. Setting nC = 10 for all bins, multiple chemical structures were developed for each bin of a 1-D-VBS for un-aged SOA in the α-pinene/ozone system. For each bin, a group-contribution vapor pressure (pLo) prediction method was used to find multiple structures such that the groups-based log pLo for nC = 10 and variable numbers of aldehyde, ketone, hydroxyl, and carboxylic acid groups agrees, within ±0.5, with the bin volatility. The number of possible combinations with one structure taken from each bin was 17,640. The Raster-Roulette Organic Aerosol (RROA) model was used to calculate the equilibrium mass concentrations (μg m−3) of OPM (Mo) and co-condensed water (Mw) at 25 °C for each combination for ranges of RH and ΔHC (change in parent hydrocarbon concentration). UNIFAC was used to determine the needed values of ζi. Frequency distributions from RROA for Mo, Mw, and the O:C ratio were developed. For Mo levels typical of the ambient atmosphere, then for the 1-D-VBS and all bins constrained at nC = 10, significant RH-induced enhancement of OPM condensation was observed in the distributions. The spread of the distributions was found to increase rapidly as the level of OPM decreased. The within-bin spread of ±0.5 log units in the groups-based estimates of log pL,iowas found to cause significant spread in the distributions at lower Mo values. At the chosen nC (=10), the groups-based log pL,iovalues show a spread of ±2 log units in a plot of log pL,iovs. O:C. When seeking to advance to 2-D-grid predictive modeling of atmospheric OPM, use of an O:C vs. nC grid will therefore require reliable information (or at least empirical calibration) as to the distributions of the likely structures at each gridpoint.

Related Topics
Physical Sciences and Engineering Earth and Planetary Sciences Atmospheric Science
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