DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Semivolatile POA and parameterized total combustion SOA in CMAQv5.2: impacts on source strength and partitioning

Journal Article · · Atmospheric Chemistry and Physics (Online)

Abstract. Mounting evidence from field and laboratory observations coupled with atmospheric model analyses shows that primary combustion emissions of organic compounds dynamically partition between the vapor and particulate phases, especially as near-source emissions dilute and cool to ambient conditions. The most recent version of the Community Multiscale Air Quality model version 5.2 (CMAQv5.2) accounts for the semivolatile partitioning and gas-phase aging of these primary organic aerosol (POA) compounds consistent with experimentally derived parameterizations. We also include a new surrogate species, potential secondary organic aerosol from combustion emissions (pcSOA), which provides a representation of the secondary organic aerosol (SOA) from anthropogenic combustion sources that could be missing from current chemical transport model predictions. The reasons for this missing mass likely include the following: (1) unspeciated semivolatile and intermediate volatility organic compound (SVOC and IVOC, respectively) emissions missing from current inventories, (2) multigenerational aging of organic vapor products from known SOA precursors (e.g., toluene, alkanes), (3) underestimation of SOA yields due to vapor wall losses in smog chamber experiments, and (4) reversible organic compounds–water interactions and/or aqueous-phase processing of known organic vapor emissions. CMAQ predicts the spatially averaged contribution of pcSOA to OA surface concentrations in the continental United States to be 38.6 and 23.6 % in the 2011 winter and summer, respectively. Whereas many past modeling studies focused on a particular measurement campaign, season, location, or model configuration, we endeavor to evaluate the model and important uncertain parameters with a comprehensive set of United States-based model runs using multiple horizontal scales (4 and 12 km), gas-phase chemical mechanisms, and seasons and years. The model with representation of semivolatile POA improves predictions of hourly OA observations over the traditional nonvolatile model at sites during field campaigns in southern California (CalNex, May–June 2010), northern California (CARES, June 2010), the southeast US (SOAS, June 2013; SEARCH, January and July, 2011). Model improvements manifest better correlations (e.g., the correlation coefficient at Pasadena at night increases from 0.38 to 0.62) and reductions in underprediction during the photochemically active afternoon period (e.g., bias at Pasadena from −5.62 to −2.42 µg m−3). Daily averaged predictions of observations at routine-monitoring networks from simulations over the continental US (CONUS) in 2011 show modest improvement during winter, with mean biases reducing from 1.14 to 0.73 µg m−3, but less change in the summer when the decreases from POA evaporation were similar to the magnitude of added SOA mass. Because the model-performance improvement realized by including the relatively simple pcSOA approach is similar to that of more-complicated parameterizations of OA formation and aging, we recommend caution when applying these more-complicated approaches as they currently rely on numerous uncertain parameters. The pcSOA parameters optimized for performance at the southern and northern California sites lead to higher OA formation than is observed in the CONUS evaluation. This may be due to any of the following: variations in real pcSOA in different regions or time periods, too-high concentrations of other OA sources in the model that are important over the larger domain, or other model issues such as loss processes. This discrepancy is likely regionally and temporally dependent and driven by interferences from factors like varying emissions and chemical regimes.

Sponsoring Organization:
USDOE
Grant/Contract Number:
SC0007178; AC06-76RL01830
OSTI ID:
1459761
Journal Information:
Atmospheric Chemistry and Physics (Online), Journal Name: Atmospheric Chemistry and Physics (Online) Journal Issue: 18 Vol. 17; ISSN 1680-7324
Publisher:
Copernicus Publications, EGUCopyright Statement
Country of Publication:
Germany
Language:
English

References (130)

Volatility dependence of Henry's law constants of condensable organics: Application to estimate depositional loss of secondary organic aerosols: Solubility and removal of organic vapors journal July 2014
Adsorptive uptake of water by semisolid secondary organic aerosols: Water uptake of SOA journal April 2015
Evolution of brown carbon in wildfire plumes journal June 2015
New unbiased symmetric metrics for evaluation of air quality models journal January 2006
Emission ratios of anthropogenic volatile organic compounds in northern mid-latitude megacities: Observations versus emission inventories in Los Angeles and Paris: VOC EMISSION RATIOS IN MODERN MEGACITIES journal February 2013
Implications of low volatility SOA and gas-phase fragmentation reactions on SOA loadings and their spatial and temporal evolution in the atmosphere: LOW VOLATILITY SOA AND GAS FRAGMENTATION journal April 2013
Composition and hygroscopicity of the Los Angeles Aerosol: CalNex: LOS ANGELES AEROSOL: CALNEX journal April 2013
The 2010 California Research at the Nexus of Air Quality and Climate Change (CalNex) field study: CalNex 2010 FIELD PROJECT OVERVIEW journal June 2013
Organic aerosol composition and sources in Pasadena, California, during the 2010 CalNex campaign: AEROSOL COMPOSITION IN PASADENA journal August 2013
Detailed chemical characterization of unresolved complex mixtures in atmospheric organics: Insights into emission sources, atmospheric processing, and secondary organic aerosol formation: UCM COMPOSITION IN ATMOSPHERIC ORGANICS journal June 2013
Sources of organic aerosol investigated using organic compounds as tracers measured during CalNex in Bakersfield: SOURCES OF ORGANIC AEROSOL journal October 2013
Gas-particle partitioning of primary organic aerosol emissions: 3. Biomass burning: BIOMASS-BURNING PARTITIONING journal October 2013
Simulating secondary organic aerosol formation using the volatility basis-set approach in a chemical transport model journal October 2008
Atmospheric organic particulate matter: From smoke to secondary organic aerosol journal January 2009
Molecular characterization of organic aerosol using nanospray desorption/electrospray ionization mass spectrometry: CalNex 2010 field study journal April 2013
Gas-particle partitioning of primary organic aerosol emissions: (1) Gasoline vehicle exhaust journal October 2013
Evaluation of surface and upper air fine scale WRF meteorological modeling of the May and June 2010 CalNex period in California journal December 2013
Effects of chemical aging on global secondary organic aerosol using the volatility basis set approach journal December 2013
Gas- and particle-phase primary emissions from in-use, on-road gasoline and diesel vehicles journal May 2014
1.5-Dimensional volatility basis set approach for modeling organic aerosol in CAMx and CMAQ journal October 2014
Water uptake by organic aerosol and its influence on gas/particle partitioning of secondary organic aerosol in the United States journal March 2016
Modeling the Current and Future Roles of Particulate Organic Nitrates in the Southeastern United States journal November 2015
Intermediate Volatility Organic Compound Emissions from On-Road Gasoline Vehicles and Small Off-Road Gasoline Engines journal April 2016
Exploring Divergent Volatility Properties from Yield and Thermodenuder Measurements of Secondary Organic Aerosol from α-Pinene Ozonolysis journal May 2016
Quantification of Gas-Wall Partitioning in Teflon Environmental Chambers Using Rapid Bursts of Low-Volatility Oxidized Species Generated in Situ journal May 2016
Ambient Gas-Particle Partitioning of Tracers for Biogenic Oxidation journal September 2016
Chemical Characterization of Water-Soluble Organic Aerosol in Contrasting Rural and Urban Environments in the Southeastern United States journal December 2016
Effects of Dilution on Fine Particle Mass and Partitioning of Semivolatile Organics in Diesel Exhaust and Wood Smoke journal January 2006
Coupled Partitioning, Dilution, and Chemical Aging of Semivolatile Organics journal April 2006
Model Representation of Secondary Organic Aerosol in CMAQv4.7 journal November 2010
Characterization of Vapor Wall Loss in Laboratory Chambers journal July 2010
Modeling the Multiday Evolution and Aging of Secondary Organic Aerosol During MILAGRO 2006 journal April 2011
Photochemical Modeling of the Ozark Isoprene Volcano: MEGAN, BEIS, and Their Impacts on Air Quality Predictions journal May 2011
Simulating the Degree of Oxidation in Atmospheric Organic Particles journal November 2011
Modeling the Role of Alkanes, Polycyclic Aromatic Hydrocarbons, and Their Oligomers in Secondary Organic Aerosol Formation journal May 2012
Secondary Organic Aerosol Formation from Intermediate-Volatility Organic Compounds: Cyclic, Linear, and Branched Alkanes journal August 2012
Gas-Particle Partitioning of Primary Organic Aerosol Emissions: (2) Diesel Vehicles journal July 2013
Epoxide Pathways Improve Model Predictions of Isoprene Markers and Reveal Key Role of Acidity in Aerosol Formation journal September 2013
Intermediate-Volatility Organic Compounds: A Large Source of Secondary Organic Aerosol journal November 2014
O/C and OM/OC Ratios of Primary, Secondary, and Ambient Organic Aerosols with High-Resolution Time-of-Flight Aerosol Mass Spectrometry journal June 2008
Simulating the Formation of Semivolatile Primary and Secondary Organic Aerosol in a Regional Chemical Transport Model journal July 2009
Chemically-Resolved Volatility Measurements of Organic Aerosol from Different Sources journal July 2009
Organic Aerosols in the Earth’s Atmosphere journal October 2009
A Semiempirical Correlation between Enthalpy of Vaporization and Saturation Concentration for Organic Aerosol journal January 2010
Alkyl Nitrate Formation from the Reactions of C 8 –C 14 n -Alkanes with OH Radicals in the Presence of NO x : Measured Yields with Essential Corrections for Gas–Wall Partitioning journal April 2014
Single-particle mass spectrometry of tropospheric aerosol particles: TROPOSPHERIC AEROSOL PARTICLES journal September 2006
Ubiquity and dominance of oxygenated species in organic aerosols in anthropogenically-influenced Northern Hemisphere midlatitudes: UBIQUITY AND DOMINANCE OF OXYGENATED OA journal July 2007
Effects of gas particle partitioning and aging of primary emissions on urban and regional organic aerosol concentrations journal January 2008
Modeling global secondary organic aerosol formation and processing with the volatility basis set: Implications for anthropogenic secondary organic aerosol journal January 2010
A simplified description of the evolution of organic aerosol composition in the atmosphere: VAN KREVELEN DIAGRAM OF ORGANIC AEROSOL journal April 2010
Gasoline emissions dominate over diesel in formation of secondary organic aerosol mass: GASOLINE DOMINATES SOA FORMATION journal March 2012
The glyoxal budget and its contribution to organic aerosol for Los Angeles, California, during CalNex 2010: GLYOXAL BUDGET FOR LOS ANGELES journal October 2011
A volatility basis set model for summertime secondary organic aerosols over the eastern United States in 2006: A VOLATILITY BASIS SET MODEL FOR SOA journal March 2012
On the gas-particle partitioning of soluble organic aerosol in two urban atmospheres with contrasting emissions: 1. Bulk water-soluble organic carbon: WSOC PARTITIONING IN LA AND ATLANTA journal September 2012
On the gas-particle partitioning of soluble organic aerosol in two urban atmospheres with contrasting emissions: 2. Gas and particle phase formic acid: FORMIC ACID PARTITIONING IN LA AND ATLANTA journal October 2012
Secondary organic aerosol formation from fossil fuel sources contribute majority of summertime organic mass at Bakersfield: SOA AT BAKERSFIELD journal December 2012
Global distribution of particle phase state in atmospheric secondary organic aerosols journal April 2017
Quantifying the effect of organic aerosol aging and intermediate-volatility emissions on regional-scale aerosol pollution in China journal June 2016
Why do organic aerosols exist? Understanding aerosol lifetimes using the two-dimensional volatility basis set journal January 2013
Unspeciated organic emissions from combustion sources and their influence on the secondary organic aerosol budget in the United States journal July 2014
Influence of vapor wall loss in laboratory chambers on yields of secondary organic aerosol journal April 2014
Effects of anthropogenic emissions on aerosol formation from isoprene and monoterpenes in the southeastern United States journal December 2014
Gas-Wall Partitioning of Organic Compounds in a Teflon Film Chamber and Potential Effects on Reaction Product and Aerosol Yield Measurements journal August 2010
Determination of Volatility Distributions of Primary Organic Aerosol Emissions from Internal Combustion Engines Using Thermal Desorption Gas Chromatography Mass Spectrometry journal October 2012
Rethinking Organic Aerosols: Semivolatile Emissions and Photochemical Aging journal March 2007
Evolution of Organic Aerosols in the Atmosphere journal December 2009
Evidence for NOx Control over Nighttime SOA Formation journal September 2012
A global perspective on aerosol from low-volatility organic compounds journal January 2010
Evaluation of the volatility basis-set approach for the simulation of organic aerosol formation in the Mexico City metropolitan area journal January 2010
Modeling organic aerosols in a megacity: potential contribution of semi-volatile and intermediate volatility primary organic compounds to secondary organic aerosol formation journal January 2010
Effects of aging on organic aerosol from open biomass burning smoke in aircraft and laboratory studies journal January 2011
Determining the spatial and seasonal variability in OM/OC ratios across the US using multiple regression journal January 2011
A two-dimensional volatility basis set: 1. organic-aerosol mixing thermodynamics journal January 2011
The influence of semi-volatile and reactive primary emissions on the abundance and properties of global organic aerosol journal January 2011
Simulating the oxygen content of ambient organic aerosol with the 2D volatility basis set journal January 2011
Functionalization and fragmentation during ambient organic aerosol aging: application of the 2-D volatility basis set to field studies journal January 2012
A two-dimensional volatility basis set – Part 2: Diagnostics of organic-aerosol evolution journal January 2012
Overview of the 2010 Carbonaceous Aerosols and Radiative Effects Study (CARES) journal January 2012
Characterization of submicron particles influenced by mixed biogenic and anthropogenic emissions using high-resolution aerosol mass spectrometry: results from CARES journal January 2012
Modelling of organic aerosols over Europe (2002–2007) using a volatility basis set (VBS) framework: application of different assumptions regarding the formation of secondary organic aerosol journal January 2012
Multi-generation gas-phase oxidation, equilibrium partitioning, and the formation and evolution of secondary organic aerosol journal January 2012
Particle partitioning potential of organic compounds is highest in the Eastern US and driven by anthropogenic water journal January 2013
Enhanced SOA formation from mixed anthropogenic and biogenic emissions during the CARES campaign journal January 2013
Formation of organic aerosol in the Paris region during the MEGAPOLI summer campaign: evaluation of the volatility-basis-set approach within the CHIMERE model journal January 2013
Modeling regional aerosol and aerosol precursor variability over California and its sensitivity to emissions and long-range transport during the 2010 CalNex and CARES campaigns journal January 2014
The AeroCom evaluation and intercomparison of organic aerosol in global models journal January 2014
Emission factor ratios, SOA mass yields, and the impact of vehicular emissions on SOA formation journal January 2014
Emissions of organic carbon and methane from petroleum and dairy operations in California's San Joaquin Valley journal January 2014
Simulation of semi-explicit mechanisms of SOA formation from glyoxal in aerosol in a 3-D model journal January 2014
Chemistry of new particle growth in mixed urban and biogenic emissions – insights from CARES journal January 2014
Volatility basis-set approach simulation of organic aerosol formation in East Asia: implications for anthropogenic–biogenic interaction and controllable amounts journal January 2014
The effect of dry and wet deposition of condensable vapors on secondary organic aerosols concentrations over the continental US journal January 2015
Sources, seasonality, and trends of southeast US aerosol: an integrated analysis of surface, aircraft, and satellite observations with the GEOS-Chem chemical transport model journal January 2015
Characterization of a real-time tracer for isoprene epoxydiols-derived secondary organic aerosol (IEPOX-SOA) from aerosol mass spectrometer measurements journal January 2015
Elemental ratio measurements of organic compounds using aerosol mass spectrometry: characterization, improved calibration, and implications journal January 2015
Using the chemical equilibrium partitioning space to explore factors influencing the phase distribution of compounds involved in secondary organic aerosol formation journal January 2015
Vapor wall deposition in Teflon chambers journal January 2015
Influence of particle-phase state on the hygroscopic behavior of mixed organic–inorganic aerosols journal January 2015
Gas and aerosol carbon in California: comparison of measurements and model predictions in Pasadena and Bakersfield journal January 2015
Modeling the formation and aging of secondary organic aerosols in Los Angeles during CalNex 2010 journal January 2015
Connecting the solubility and CCN activation of complex organic aerosols: a theoretical study using solubility distributions journal January 2015
Secondary organic aerosol formation from the β-pinene+NO 3 system: effect of humidity and peroxy radical fate journal January 2015
Formation and aging of secondary organic aerosol from toluene: changes in chemical composition, volatility, and hygroscopicity journal January 2015
Examining the effects of anthropogenic emissions on isoprene-derived secondary organic aerosol formation during the 2013 Southern Oxidant and Aerosol Study (SOAS) at the Look Rock, Tennessee ground site journal January 2015
Organic photolysis reactions in tropospheric aerosols: effect on secondary organic aerosol formation and lifetime journal January 2015
A two-dimensional volatility basis set – Part 3: Prognostic modeling and NO x dependence journal January 2016
Simulating secondary organic aerosol in a regional air quality model using the statistical oxidation model – Part 1: Assessing the influence of constrained multi-generational ageing journal January 2016
SOA formation from the photooxidation of  α -pinene: systematic exploration of the simulation of chamber data journal January 2016
Simulating secondary organic aerosol in a regional air quality model using the statistical oxidation model – Part 2: Assessing the influence of vapor wall losses journal January 2016
Understanding sources of organic aerosol during CalNex-2010 using the CMAQ-VBS journal January 2016
Assessing the impact of anthropogenic pollution on isoprene-derived secondary organic aerosol formation in PM 2.5 collected from the Birmingham, Alabama, ground site during the 2013 Southern Oxidant and Aerosol Study journal January 2016
Simulating secondary organic aerosol from missing diesel-related intermediate-volatility organic compound emissions during the Clean Air for London (ClearfLo) campaign journal January 2016
Influence of seed aerosol surface area and oxidation rate on vapor wall deposition and SOA mass yields: a case study with α -pinene ozonolysis journal January 2016
Constraining uncertainties in particle-wall deposition correction during SOA formation in chamber experiments journal January 2017
On the implications of aerosol liquid water and phase separation for organic aerosol mass journal January 2017
Chemical transport model simulations of organic aerosol in southern California: model evaluation and gasoline and diesel source contributions journal January 2017
Global-scale combustion sources of organic aerosols: sensitivity to formation and removal mechanisms journal January 2017
Evaluating the impact of new observational constraints on P-S/IVOC emissions, multi-generation oxidation, and chamber wall losses on SOA modeling for Los Angeles, CA journal January 2017
SIMPOL.1: a simple group contribution method for predicting vapor pressures and enthalpies of vaporization of multifunctional organic compounds journal January 2008
Laboratory investigation of photochemical oxidation of organic aerosol from wood fires 1: measurement and simulation of organic aerosol evolution journal January 2009
High formation of secondary organic aerosol from the photo-oxidation of toluene journal January 2009
The formation, properties and impact of secondary organic aerosol: current and emerging issues journal January 2009
Evaluation of recently-proposed secondary organic aerosol models for a case study in Mexico City journal January 2009
Chemically-resolved aerosol volatility measurements from two megacity field studies journal January 2009
Evaluation of a regional air-quality model with bidirectional NH 3 exchange coupled to an agroecosystem model journal January 2013
Description and evaluation of the Community Multiscale Air Quality (CMAQ) modeling system version 5.1 journal January 2017
Modeling anthropogenically controlled secondary organic aerosols in a megacity: a simplified framework for global and climate models journal January 2011
ORACLE (v1.0): module to simulate the organic aerosol composition and evolution in the atmosphere journal January 2014
A database and tool for boundary conditions for regional air quality modeling: description and evaluation journal January 2014
A new chemistry option in WRF-Chem v. 3.4 for the simulation of direct and indirect aerosol effects using VBS: evaluation against IMPACT-EUCAARI data journal January 2015

Similar Records

Understanding sources of organic aerosol during CalNex-2010 using the CMAQ-VBS
Journal Article · Tue Mar 29 04:00:00 UTC 2016 · Atmospheric Chemistry and Physics (Online) · OSTI ID:1244297

Production of Secondary Organic Aerosol During Aging of Biomass Burning Smoke From Fresh Fuels and Its Relationship to VOC Precursors
Journal Article · Fri Mar 01 04:00:00 UTC 2019 · Journal of Geophysical Research: Atmospheres · OSTI ID:1610932

Effect of Hydrophilic Organic Seed Aerosols on Secondary Organic Aerosol Formation from Ozonolysis of α-Pinene
Journal Article · Tue Jul 26 04:00:00 UTC 2011 · Environmental Science and Technology · OSTI ID:1038649

Related Subjects