Articles | Volume 23, issue 1
https://doi.org/10.5194/acp-23-221-2023
© Author(s) 2023. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/acp-23-221-2023
© Author(s) 2023. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Impact of phase state and non-ideal mixing on equilibration timescales of secondary organic aerosol partitioning
Meredith Schervish
Department of Chemistry, University of California, Irvine, CA 92697, USA
Department of Chemistry, University of California, Irvine, CA 92697, USA
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Atmos. Chem. Phys., 24, 4809–4826, https://doi.org/10.5194/acp-24-4809-2024, https://doi.org/10.5194/acp-24-4809-2024, 2024
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Atmos. Chem. Phys., 24, 3445–3528, https://doi.org/10.5194/acp-24-3445-2024, https://doi.org/10.5194/acp-24-3445-2024, 2024
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Joschka Pfeifer, Naser G. A. Mahfouz, Benjamin C. Schulze, Serge Mathot, Dominik Stolzenburg, Rima Baalbaki, Zoé Brasseur, Lucia Caudillo, Lubna Dada, Manuel Granzin, Xu-Cheng He, Houssni Lamkaddam, Brandon Lopez, Vladimir Makhmutov, Ruby Marten, Bernhard Mentler, Tatjana Müller, Antti Onnela, Maxim Philippov, Ana A. Piedehierro, Birte Rörup, Meredith Schervish, Ping Tian, Nsikanabasi S. Umo, Dongyu S. Wang, Mingyi Wang, Stefan K. Weber, André Welti, Yusheng Wu, Marcel Zauner-Wieczorek, Antonio Amorim, Imad El Haddad, Markku Kulmala, Katrianne Lehtipalo, Tuukka Petäjä, António Tomé, Sander Mirme, Hanna E. Manninen, Neil M. Donahue, Richard C. Flagan, Andreas Kürten, Joachim Curtius, and Jasper Kirkby
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Haijie Tong, Fobang Liu, Alexander Filippi, Jake Wilson, Andrea M. Arangio, Yun Zhang, Siyao Yue, Steven Lelieveld, Fangxia Shen, Helmi-Marja K. Keskinen, Jing Li, Haoxuan Chen, Ting Zhang, Thorsten Hoffmann, Pingqing Fu, William H. Brune, Tuukka Petäjä, Markku Kulmala, Maosheng Yao, Thomas Berkemeier, Manabu Shiraiwa, and Ulrich Pöschl
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We measured radical yields of aqueous PM2.5 extracts and found lower yields at higher concentrations of PM2.5. Abundances of water-soluble transition metals and aromatics in PM2.5 were positively correlated with the relative fraction of •OH but negatively correlated with the relative fraction of C-centered radicals among detected radicals. Composition-dependent reactive species yields may explain differences in the reactivity and health effects of PM2.5 in clean versus polluted air.
Tommaso Galeazzo, Richard Valorso, Ying Li, Marie Camredon, Bernard Aumont, and Manabu Shiraiwa
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We simulate SOA viscosity with explicit modeling of gas-phase oxidation of isoprene and α-pinene. While the viscosity dependence on relative humidity and mass loadings is captured well by simulations, the model underestimates measured viscosity, indicating missing processes. Kinetic limitations and reduction in mass accommodation may cause an increase in viscosity. The developed model is powerful for investigation of the interplay among gas reactions, chemical composition and phase state.
Jake Wilson, Ulrich Pöschl, Manabu Shiraiwa, and Thomas Berkemeier
Atmos. Chem. Phys., 21, 6175–6198, https://doi.org/10.5194/acp-21-6175-2021, https://doi.org/10.5194/acp-21-6175-2021, 2021
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This work explores the gas–particle partitioning of PAHs on soot with a kinetic model. We show that the equilibration timescale depends on PAH molecular structure, temperature, and particle number concentration. We explore scenarios in which the particulate fraction is perturbed from equilibrium by chemical loss and discuss implications for chemical transport models that assume instantaneous equilibration at each model time step.
Manabu Shiraiwa and Ulrich Pöschl
Atmos. Chem. Phys., 21, 1565–1580, https://doi.org/10.5194/acp-21-1565-2021, https://doi.org/10.5194/acp-21-1565-2021, 2021
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Mass accommodation is a crucial process in secondary organic aerosol partitioning that depends on volatility, diffusivity, reactivity, and particle penetration depth of the chemical species involved. For efficient kinetic modeling, we introduce an effective mass accommodation coefficient that accounts for the above influencing factors, can be applied in the common Fuchs–Sutugin approximation, and helps to resolve inconsistencies and shortcomings of earlier experimental and model investigations.
Sabin Kasparoglu, Ying Li, Manabu Shiraiwa, and Markus D. Petters
Atmos. Chem. Phys., 21, 1127–1141, https://doi.org/10.5194/acp-21-1127-2021, https://doi.org/10.5194/acp-21-1127-2021, 2021
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Viscosity is important because it determines the lifetime, impact, and fate of particulate matter. We collected new data to rigorously test a framework that is used to constrain the phase state in global simulations. We find that the framework is accurate as long as appropriate compound specific inputs are available.
Cited articles
Chang, E. I. and Pankow, J. F.: Prediction of activity coefficients in liquid
aerosol particles containing organic compounds, dissolved inorganic salts,
and water – Part 2: Consideration of phase separation effects by an X-UNIFAC
model, Atmos. Environ., 40, 6422–6436,
https://doi.org/10.1016/j.atmosenv.2006.04.031, 2006. a
Cummings, B. E., Li, Y., DeCarlo, P. F., Shiraiwa, M., and Waring, M. S.:
Indoor aerosol water content and phase state in U.S. residences: impacts of
relative humidity, aerosol mass and composition, and mechanical system
operation, Environ. Sci.-Proc. Imp., 22, 2031–2057,
https://doi.org/10.1039/D0EM00122H, 2020. a
Donahue, N. M., Robinson, A. L., Stanier, C. O., and Pandis, S. N.: Coupled
Partitioning, Dilution, and Chemical Aging of Semivolatile Organics,
Environ. Sci. Technol., 40, 2635–2643, https://doi.org/10.1021/es052297c,
2006. a
Freedman, M. A.: Phase separation in organic aerosol, Chem. Soc. Rev., 46,
7694–7705, https://doi.org/10.1039/C6CS00783J, 2017. a
Freedman, M. A.: Liquid–Liquid Phase Separation in Supermicrometer and
Submicrometer Aerosol Particles, Accounts Chem. Res., 53,
1102–1110, https://doi.org/10.1021/acs.accounts.0c00093, 2020. a
Gkatzelis, G. I., Papanastasiou, D. K., Karydis, V. A., Hohaus, T., Liu, Y.,
Schmitt, S. H., Schlag, P., Fuchs, H., Novelli, A., Chen, Q., Cheng, X.,
Broch, S., Dong, H., Holland, F., Li, X., Liu, Y., Ma, X., Reimer, D.,
Rohrer, F., Shao, M., Tan, Z., Taraborrelli, D., Tillmann, R., Wang, H.,
Wang, Y., Wu, Y., Wu, Z., Zeng, L., Zheng, J., Hu, M., Lu, K., Hofzumahaus,
A., Zhang, Y., Wahner, A., and Kiendler-Scharr, A.: Uptake of Water-soluble
Gas-phase Oxidation Products Drives Organic Particulate Pollution in Beijing,
Geophys. Res. Lett., 48, e2020GL091351,
https://doi.org/10.1029/2020GL091351, 2021. a
Gorkowski, K., Donahue, N. M., and Sullivan, R. C.: Aerosol Optical Tweezers
Constrain the Morphology Evolution of Liquid-Liquid Phase-Separated
Atmospheric Particles, Chem, 6, 204–220,
https://doi.org/10.1016/j.chempr.2019.10.018, 2020. a
Habib, L. and Donahue, N.: Single particle measurements of mixing between
mimics for biomass burning and aged secondary organic aerosols, Environ.
Sci.-Atmos., 2, 727–737, https://doi.org/10.1039/D2EA00017B, 2022. a, b
He, Y., Akherati, A., Nah, T., Ng, N. L., Garofalo, L. A., Farmer, D. K.,
Shiraiwa, M., Zaveri, R. A., Cappa, C. D., Pierce, J. R., and Jathar, S. H.:
Particle Size Distribution Dynamics Can Help Constrain the Phase State of
Secondary Organic Aerosol, Environ. Sci. Technol., 55,
1466–1476, https://doi.org/10.1021/acs.est.0c05796, 2021. a
Huang, Y., Mahrt, F., Xu, S., Shiraiwa, M., Zuend, A., and Bertram, A. K.:
Coexistence of three liquid phases in individual atmospheric aerosol
particles, P. Natl. Acad. Sci., 118,
e2102512118, https://doi.org/10.1073/pnas.2102512118, 2021. a, b
Hyttinen, N., Heshmatnezhad, R., Elm, J., Kurtén, T., and Prisle, N. L.: Technical note: Estimating aqueous solubilities and activity coefficients of mono- and α,ω-dicarboxylic acids using COSMOtherm, Atmos. Chem. Phys., 20, 13131–13143, https://doi.org/10.5194/acp-20-13131-2020, 2020. a
Jimenez, J. L., Canagaratna, M. R., Donahue, N. M., Prevot, A. S. H., Zhang,
Q., Kroll, J. H., DeCarlo, P. F., Allan, J. D., Coe, H., Ng, N. L., Aiken,
A. C., Docherty, K. S., Ulbrich, I. M., Grieshop, A. P., Robinson, A. L.,
Duplissy, J., Smith, J. D., Wilson, K. R., Lanz, V. A., Hueglin, C., Sun,
Y. L., Tian, J., Laaksonen, A., Raatikainen, T., Rautiainen, J., Vaattovaara,
P., Ehn, M., Kulmala, M., Tomlinson, J. M., Collins, D. R., Cubison, M. J., Dunlea, J., Huffman, J. A., Onasch, T. B., Alfarra, M. R.,
Williams, P. I., Bower, K., Kondo, Y., Schneider, J., Drewnick, F., Borrmann,
S., Weimer, S., Demerjian, K., Salcedo, D., Cottrell, L., Griffin, R.,
Takami, A., Miyoshi, T., Hatakeyama, S., Shimono, A., Sun, J. Y., Zhang,
Y. M., Dzepina, K., Kimmel, J. R., Sueper, D., Jayne, J. T., Herndon, S. C.,
Trimborn, A. M., Williams, L. R., Wood, E. C., Middlebrook, A. M., Kolb,
C. E., Baltensperger, U., and Worsnop, D. R.: Evolution of Organic Aerosols
in the Atmosphere, Science, 326, 1525–1529, https://doi.org/10.1126/science.1180353,
2009. a
Julin, J., Winkler, P. M., Donahue, N. M., Wagner, P. E., and Riipinen, I.:
Near-Unity Mass Accommodation Coefficient of Organic Molecules of Varying
Structure, Environ. Sci. Technol., 48, 12083–12089,
https://doi.org/10.1021/es501816h, 2014. a
Lam, H. K., Shum, S. M., Davies, J. F., Song, M., Zuend, A., and Chan, M. N.: Effects of inorganic salts on the heterogeneous OH oxidation of organic compounds: insights from methylglutaric acid–ammonium sulfate, Atmos. Chem. Phys., 19, 9581–9593, https://doi.org/10.5194/acp-19-9581-2019, 2019. a
Lei, Z., Olson, N. E., Zhang, Y., Chen, Y., Lambe, A. T., Zhang, J., White,
N. J., Atkin, J. M., Banaszak Holl, M. M., Zhang, Z., Gold, A., Surratt,
J. D., and Ault, A. P.: Morphology and Viscosity Changes after Reactive
Uptake of Isoprene Epoxydiols in Submicrometer Phase Separated Particles with
Secondary Organic Aerosol Formed from Different Volatile Organic Compounds,
ACS Earth Space Chem., 6, 871–882,
https://doi.org/10.1021/acsearthspacechem.1c00156, 2022. a
Li, Y. and Shiraiwa, M.: Timescales of secondary organic aerosols to reach equilibrium at various temperatures and relative humidities, Atmos. Chem. Phys., 19, 5959–5971, https://doi.org/10.5194/acp-19-5959-2019, 2019. a, b, c
Li, Y., Carlton, A. G., and Shiraiwa, M.: Diurnal and Seasonal Variations in
the Phase State of Secondary Organic Aerosol Material over the Contiguous US
Simulated in CMAQ, ACS Earth Space Chem., 5, 1971–1982,
https://doi.org/10.1021/acsearthspacechem.1c00094, 2021. a
Liu, X., Day, D. A., Krechmer, J. E., Ziemann, P. J., and Jimenez, J. L.:
Determining Activity Coefficients of SOA from Isothermal Evaporation in a
Laboratory Chamber, Environ. Sci. Tech. Let., 8, 212–217,
https://doi.org/10.1021/acs.estlett.0c00888, 2020. a
Maclean, A. M., Smith, N. R., Li, Y., Huang, Y., Hettiyadura, A. P. S.,
Crescenzo, G. V., Shiraiwa, M., Laskin, A., Nizkorodov, S. A., and Bertram,
A. K.: Humidity-Dependent Viscosity of Secondary Organic Aerosol from
Ozonolysis of β-Caryophyllene: Measurements, Predictions, and Implications,
ACS Earth Space Chem., 5, 305–318,
https://doi.org/10.1021/acsearthspacechem.0c00296, 2021. a
Mai, H., Shiraiwa, M., Flagan, R. C., and Seinfeld, J. H.: Under What
Conditions Can Equilibrium Gas–Particle Partitioning Be Expected to Hold in
the Atmosphere?, Environ. Sci. Technol., 49, 11485–11491,
https://doi.org/10.1021/acs.est.5b02587, 2015. a, b, c
Mu, Q., Shiraiwa, M., Octaviani, M., Ma, N., Ding, A., Su, H., Lammel, G.,
Pöschl, U., and Cheng, Y.: Temperature effect on phase state and reactivity
controls atmospheric multiphase chemistry and transport of PAHs, Sci.
Adv., 4, eaap7314, https://doi.org/10.1126/sciadv.aap7314, 2018. a
Oak, Y. J., Park, R. J., Jo, D. S., Hodzic, A., Jimenez, J. L., Campuzano-Jost,
P., Nault, B. A., Kim, H., Kim, H., Ha, E. S., Song, C.-K., Yi, S.-M.,
Diskin, G. S., Weinheimer, A. J., Blake, D. R., Wisthaler, A., Shim, M., and
Shin, Y.: Evaluation of Secondary Organic Aerosol (SOA) Simulations for
Seoul, Korea, J. Adv. Model. Earth Sy., 14,
e2021MS002760, https://doi.org/10.1029/2021MS002760,
2022. a
Olson, N. E., Lei, Z., Craig, R. L., Zhang, Y., Chen, Y., Lambe, A. T., Zhang,
Z., Gold, A., Surratt, J. D., and Ault, A. P.: Reactive Uptake of Isoprene
Epoxydiols Increases the Viscosity of the Core of Phase-Separated Aerosol
Particles, ACS Earth Space Chem., 3, 1402–1414,
https://doi.org/10.1021/acsearthspacechem.9b00138, 2019. a
O'Meara, S., Topping, D. O., and McFiggans, G.: The rate of equilibration of viscous aerosol particles, Atmos. Chem. Phys., 16, 5299–5313, https://doi.org/10.5194/acp-16-5299-2016, 2016. a
Perraud, V., Bruns, E. A., Ezell, M. J., Johnson, S. N., Yu, Y., Alexander,
M. L., Zelenyuk, A., Imre, D., Chang, W. L., Dabdub, D., Pankow, J. F., and
Finlayson-Pitts, B. J.: Nonequilibrium atmospheric secondary organic aerosol
formation and growth, P. Natl. Acad. Sci. USA, 109,
2836–2841, https://doi.org/10.1073/pnas.1119909109, 2012. a
Pöhlker, C., Wiedemann, K. T., Sinha, B., Shiraiwa, M., Gunthe, S. S., Smith,
M., Su, H., Artaxo, P., Chen, Q., Cheng, Y., Elbert, W., Gilles, M. K.,
Kilcoyne, A. L. D., Moffet, R. C., Weigand, M., Martin, S. T., Pöschl, U.,
and Andreae, M. O.: Biogenic potassium salt particles as seeds for secondary
organic aerosol in the Amazon, Science, 337, 1075–1078,
https://doi.org/10.1126/science.1223264, 2012. a
Rasool, Q. Z., Shrivastava, M., Octaviani, M., Zhao, B., Gaudet, B., and Liu,
Y.: Modeling Volatility-Based Aerosol Phase State Predictions in the Amazon
Rainforest, ACS Earth Space Chem., 5, 2910–2924,
https://doi.org/10.1021/acsearthspacechem.1c00255, 2021. a
Reid, J. P., Bertram, A. K., Topping, D. O., Laskin, A., Martin, S. T.,
Petters, M. D., Pope, F. D., and Rovelli, G.: The viscosity of
atmospherically relevant organic particles, Nat. Commun., 9, 956,
https://doi.org/10.1038/s41467-018-03027-z, 2018. a
Renbaum-Wolff, L., Grayson, J. W., Bateman, A. P., Kuwata, M., Sellier, M.,
Murray, B. J., Shilling, J. E., Martin, S. T., and Bertram, A. K.: Viscosity
of α-pinene secondary organic material and implications for particle growth
and reactivity, P. Natl. Acad. Sci. USA, 110, 8014–8019, https://doi.org/10.1073/pnas.1219548110, 2013. a
Riemer, N., Ault, A. P., West, M., Craig, R. L., and Curtis, J. H.: Aerosol
Mixing State: Measurements, Modeling, and Impacts, Rev. Geophys., 57,
187–249, https://doi.org/10.1029/2018RG000615, 2019. a
Riipinen, I., Pierce, J. R., Yli-Juuti, T., Nieminen, T., Häkkinen, S., Ehn, M., Junninen, H., Lehtipalo, K., Petäjä, T., Slowik, J., Chang, R., Shantz, N. C., Abbatt, J., Leaitch, W. R., Kerminen, V.-M., Worsnop, D. R., Pandis, S. N., Donahue, N. M., and Kulmala, M.: Organic condensation: a vital link connecting aerosol formation to cloud condensation nuclei (CCN) concentrations, Atmos. Chem. Phys., 11, 3865–3878, https://doi.org/10.5194/acp-11-3865-2011, 2011. a
Robinson, E. S., Saleh, R., and Donahue, N. M.: Organic Aerosol Mixing Observed
by Single-Particle Mass Spectrometry, J. Phys. Chem. A,
117, 13935–13945, https://doi.org/10.1021/jp405789t, 2013. a
Saleh, R., Donahue, N., and Robinson, A.: Time Scales for Gas-Particle
Partitioning Equilibration of Secondary Organic Aerosol Formed from
Alpha-Pinene Ozonolysis, Environ. Sci. Technol., 47, 5588–5594,
https://doi.org/10.1021/es400078d, 2013. a
Schmedding, R., Rasool, Q. Z., Zhang, Y., Pye, H. O. T., Zhang, H., Chen, Y., Surratt, J. D., Lopez-Hilfiker, F. D., Thornton, J. A., Goldstein, A. H., and Vizuete, W.: Predicting secondary organic aerosol phase state and viscosity and its effect on multiphase chemistry in a regional-scale air quality model, Atmos. Chem. Phys., 20, 8201–8225, https://doi.org/10.5194/acp-20-8201-2020, 2020. a
Shiraiwa, M. and Seinfeld, J. H.: Equilibration timescale of atmospheric
secondary organic aerosol partitioning, Geophys. Res. Lett., 39, L24801,
https://doi.org/10.1029/2012GL054008, 2012. a
Shiraiwa, M., Ammann, M., Koop, T., and Pöschl, U.: Gas uptake and chemical
aging of semisolid organic aerosol particles, P. Natl.
Acad. Sci. USA, 108, 11003–11008, https://doi.org/10.1073/pnas.1103045108,
2011. a, b
Shiraiwa, M., Pfrang, C., Koop, T., and Pöschl, U.: Kinetic multi-layer model of gas-particle interactions in aerosols and clouds (KM-GAP): linking condensation, evaporation and chemical reactions of organics, oxidants and water, Atmos. Chem. Phys., 12, 2777–2794, https://doi.org/10.5194/acp-12-2777-2012, 2012. a
Shiraiwa, M., Yee, L. D., Schilling, K. A., Loza, C. L., Craven, J. S., Zuend,
A., Ziemann, P. J., and Seinfeld, J. H.: Size distribution dynamics reveal
particle-phase chemistry in organic aerosol formation, P.
Natl. Acad. Sci. USA, 110, 11746–11750,
https://doi.org/10.1073/pnas.1307501110, 2013a. a
Shiraiwa, M., Berkemeier, T., Schilling-Fahnestock, K. A., Seinfeld, J. H., and Pöschl, U.: Molecular corridors and kinetic regimes in the multiphase chemical evolution of secondary organic aerosol, Atmos. Chem. Phys., 14, 8323–8341, https://doi.org/10.5194/acp-14-8323-2014, 2014. a
Shiraiwa, M., Li, Y., Tsimpidi, A. P., Karydis, V. A., Berkemeier, T., Pandis,
S. N., Lelieveld, J., Koop, T., and Pöschl, U.: Global distribution of
particle phase state in atmospheric secondary organic aerosols, Nat.
Commun., 8, 15002, https://doi.org/10.1038/ncomms15002, 2017. a
Shrivastava, M., Cappa, C. D., Fan, J., Goldstein, A. H., Guenther, A. B.,
Jimenez, J. L., Kuang, C., Laskin, A., Martin, S. T., Ng, N. L., Petaja, T.,
Pierce, J. R., Rasch, P. J., Roldin, P., Seinfeld, J. H., Shilling, J.,
Smith, J. N., Thornton, J. A., Volkamer, R., Wang, J., Worsnop, D. R.,
Zaveri, R. A., Zelenyuk, A., and Zhang, Q.: Recent advances in understanding
secondary organic aerosol: Implications for global climate forcing, Rev. Geophys., 55, 509–559, https://doi.org/10.1002/2016RG000540,
2017a. a
Shrivastava, M., Lou, S., Zelenyuk, A., Easter, R. C., Corley, R. A., Thrall,
B. D., Rasch, P. J., Fast, J. D., Simonich, S. L. M., Shen, H., and Tao, S.:
Global long-range transport and lung cancer risk from polycyclic aromatic
hydrocarbons shielded by coatings of organic aerosol, P.
Natl. Acad. Sci. USA, 114, 1246–1251, https://doi.org/10.1073/pnas.1618475114,
2017b. a
Shrivastava, M., Rasool, Q. Z., Zhao, B., Octaviani, M., Zaveri,
R. A., Zelenyuk, A., Gaudet, B., Liu, Y., Shilling, J. E.,
Schneider, J., Schulz, C., Zöger, M., Martin, S. T., Ye, J.,
Guenther, A., Souza, R. F., Wendisch, M., and Pöschl, U.: Tight
Coupling of Surface and In-Plant Biochemistry and Convection Governs Key Fine
Particulate Components over the Amazon Rainforest, ACS Earth Space
Chem., 6, 380–390, https://doi.org/10.1021/acsearthspacechem.1c00356, 2022. a
Song, M., Marcolli, C., Krieger, U. K., Zuend, A., and Peter, T.: Liquid-liquid
phase separation in aerosol particles: Dependence on O : C, organic
functionalities, and compositional complexity, Geophys. Res. Lett.,
39, L19801, https://doi.org/10.1029/2012GL052807, 2012. a
Song, M., Liu, P., Martin, S. T., and Bertram, A. K.: Liquid–liquid phase separation in particles containing secondary organic material free of inorganic salts, Atmos. Chem. Phys., 17, 11261–11271, https://doi.org/10.5194/acp-17-11261-2017, 2017. a
Tikkanen, O.-P., Buchholz, A., Ylisirniö, A., Schobesberger, S., Virtanen, A., and Yli-Juuti, T.: Comparing secondary organic aerosol (SOA) volatility distributions derived from isothermal SOA particle evaporation data and FIGAERO–CIMS measurements, Atmos. Chem. Phys., 20, 10441–10458, https://doi.org/10.5194/acp-20-10441-2020, 2020. a
Vaden, T. D., Imre, D., Beránek, J., Shrivastava, M., and Zelenyuk, A.:
Evaporation kinetics and phase of laboratory and ambient secondary organic
aerosol, P. Natl. Acad. Sci. USA, 108, 2190–2195, https://doi.org/10.1073/pnas.1013391108, 2011. a
Virtanen, A., Joutsensaari, J., Koop, T., Kannosto, J., Yli-Pirilä, P.,
Leskinen, J., Mäkelä, J. M., Holopainen, J. K., Pöschl, U., Kulmala, M.,
Worsnop, D. R., and Laaksonen, A.: An amorphous solid state of biogenic
secondary organic aerosol particles, Nature, 467, 824–827,
https://doi.org/10.1038/nature09455,
2010. a
von Domaros, M., Lakey, P. S. J., Shiraiwa, M., and Tobias, D. J.: Multiscale
Modeling of Human Skin Oil-Induced Indoor Air Chemistry:
Combining Kinetic Models and Molecular Dynamics, J.
Phys. Chem. B, 124, 3836–3843, https://doi.org/10.1021/acs.jpcb.0c02818, 2020. a
Ye, Q., Robinson, E. S., Ding, X., Ye, P., Sullivan, R. C., and Donahue, N. M.:
Mixing of secondary organic aerosols versus relative humidity, P. Natl. Acad. Sci. USA, 113, 12649–12654,
https://doi.org/10.1073/pnas.1604536113, 2016. a, b
Ye, Q., Upshur, M. A., Robinson, E. S., Geiger, F. M., Sullivan, R. C.,
Thomson, R. J., and Donahue, N. M.: Following Particle-Particle Mixing in
Atmospheric Secondary Organic Aerosols by Using Isotopically Labeled
Terpenes, Chem, 4, 318–333,
https://doi.org/10.1016/j.chempr.2017.12.008, 2018. a, b, c, d, e, f
Ylisirniö, A., Buchholz, A., Mohr, C., Li, Z., Barreira, L., Lambe, A., Faiola, C., Kari, E., Yli-Juuti, T., Nizkorodov, S. A., Worsnop, D. R., Virtanen, A., and Schobesberger, S.: Composition and volatility of secondary organic aerosol (SOA) formed from oxidation of real tree emissions compared to simplified volatile organic compound (VOC) systems , Atmos. Chem. Phys., 20, 5629–5644, https://doi.org/10.5194/acp-20-5629-2020, 2020. a
You, Y., Smith, M. L., Song, M., Martin, S. T., and Bertram, A. K.:
Liquid–liquid phase separation in atmospherically relevant particles
consisting of organic species and inorganic salts, Int. Rev.
Phys. Chem., 33, 43–77, https://doi.org/10.1080/0144235X.2014.890786, 2014. a
Zaveri, R. A., Shilling, J. E., Zelenyuk, A., Zawadowicz, M. A., Suski, K.,
China, S., Bell, D. M., Veghte, D., and Laskin, A.: Particle-Phase Diffusion
Modulates Partitioning of Semivolatile Organic Compounds to Aged Secondary
Organic Aerosol, Environ. Sci. Technol., 54, 2595–2605,
https://doi.org/10.1021/acs.est.9b05514, 2020. a
Zaveri, R. A., Wang, J., Fan, J., Zhang, Y., Shilling, J. E., Zelenyuk, A.,
Mei, F., Newsom, R., Pekour, M., Tomlinson, J., Comstock, J. M., Shrivastava,
M., Fortner, E., Machado, L. A. T., Artaxo, P., and Martin, S. T.: Rapid
growth of anthropogenic organic nanoparticles greatly alters cloud life cycle
in the Amazon rainforest, Sci. Adv., 8, eabj0329,
https://doi.org/10.1126/sciadv.abj0329, 2022. a
Zhang, Y., Chen, Y., Lambe, A. T., Olson, N. E., Lei, Z., Craig, R. L., Zhang,
Z., Gold, A., Onasch, T. B., Jayne, J. T., Worsnop, D. R., Gaston, C. J.,
Thornton, J. A., Vizuete, W., Ault, A. P., and Surratt, J. D.: Effect of the
Aerosol-Phase State on Secondary Organic Aerosol Formation from the Reactive
Uptake of Isoprene-Derived Epoxydiols (IEPOX), Environ. Sci.
Tech. Let., 5, 167–174, https://doi.org/10.1021/acs.estlett.8b00044, 2018. a, b
Zhou, S., Shiraiwa, M., McWhinney, R. D., Pöschl, U., and Abbatt, J. P. D.:
Kinetic limitations in gas-particle reactions arising from slow diffusion in
secondary organic aerosol, Faraday Discuss., 165, 391–406,
https://doi.org/10.1039/C3FD00030C, 2013. a
Zobrist, B., Marcolli, C., Pedernera, D. A., and Koop, T.: Do atmospheric aerosols form glasses?, Atmos. Chem. Phys., 8, 5221–5244, https://doi.org/10.5194/acp-8-5221-2008, 2008. a
Zuend, A. and Seinfeld, J. H.: Modeling the gas-particle partitioning of secondary organic aerosol: the importance of liquid-liquid phase separation, Atmos. Chem. Phys., 12, 3857–3882, https://doi.org/10.5194/acp-12-3857-2012, 2012. a
Zuend, A., Marcolli, C., Luo, B. P., and Peter, T.: A thermodynamic model of mixed organic-inorganic aerosols to predict activity coefficients, Atmos. Chem. Phys., 8, 4559–4593, https://doi.org/10.5194/acp-8-4559-2008, 2008.
a
Zuend, A., Marcolli, C., Booth, A. M., Lienhard, D. M., Soonsin, V., Krieger, U. K., Topping, D. O., McFiggans, G., Peter, T., and Seinfeld, J. H.: New and extended parameterization of the thermodynamic model AIOMFAC: calculation of activity coefficients for organic-inorganic mixtures containing carboxyl, hydroxyl, carbonyl, ether, ester, alkenyl, alkyl, and aromatic functional groups, Atmos. Chem. Phys., 11, 9155–9206, https://doi.org/10.5194/acp-11-9155-2011, 2011. a, b
Short summary
Secondary organic aerosols (SOAs) can exhibit complex non-ideal behavior and adopt an amorphous semisolid state. We simulate condensation of semi-volatile compounds into a phase-separated particle to investigate the effect of non-ideality and particle phase state on the equilibration timescale of SOA partitioning. Our results provide useful insights into the interpretation of experimental observations and the description and treatment of SOA in aerosol models.
Secondary organic aerosols (SOAs) can exhibit complex non-ideal behavior and adopt an amorphous...
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