
Intermediate and semi-volatility organic compounds (I/SVOCs) emission from Chinese vehicles: volatility distribution, influencing factors, and implication for SOA formation
Yajun Wu, Peiji Liu, Yajie Wang, Xiaoguo Wang, Jing Zhang, Yan Liu, Jinsheng Zhang, Lin Wu, Ting Wang, Hongjun Mao, Jianfei Peng
Front. Environ. Sci. Eng. ›› 2025, Vol. 19 ›› Issue (5) : 70.
Intermediate and semi-volatility organic compounds (I/SVOCs) emission from Chinese vehicles: volatility distribution, influencing factors, and implication for SOA formation
● I/SVOCs profile and volatility distributions from vehicles were established. | |
● Stricter emission standards reduced organic emissions but increased I/SVOC fraction. | |
● Speciation analysis enhanced SOA prediction accuracy compared to GC-MS. |
Intermediate and semi-volatility organic compounds (I/SVOCs) are crucial precursors for secondary organic aerosols (SOA). Vehicles are major sources of I/SVOCs, yet their emission profiles remain insufficiently characterized. We conducted dynamometer tests on eight in-use gasoline and diesel vehicles (DVs), employing non-targeted analysis with comprehensive two-dimensional gas chromatography coupled with high-resolution mass spectrometry (GC × GC-TOFMS) to investigate vehicular I/SVOC emissions at the molecular level. A total of 438 and 424 compounds were identified and (semi)-quantified in the gas and particle phases, respectively. DVs exhibited higher emission factors (376.7 ± 74.9 mg/(kg·fuel)) compared to gasoline vehicles (GVs) (114.4 ± 42.1 mg/(kg·fuel)) across both phases. Alkanes (29.7%–41.9%), single-ring aromatics (2.6%–29.8%), and cycloalkanes (1.0%–13.1%) were dominant I/SVOCs groups. Oxygenated I/SVOCs were more abundant in particulate phases (40.3%–56.8%) than in gas phases (14.4%–15.3%). Upgrading emission standards reduced organic emissions by 89.2% from China IV to China VI for DVs, particularly in the particle phase. Cold-start conditions resulted in higher I/SVOC emissions (528.4 mg/(kg·fuel)) than hot-starts (224.8 mg/(kg·fuel)) due to reduced combustion efficiency and suboptimal after-treatment performance at low temperatures. Our composition-based SOA estimation method improved SOA predictions by 1.5 and 1.2 times for diesel and GVs, respectively, compared to the traditional bin approach. These findings provide valuable insights into the molecular composition of vehicular I/SVOCs and their environmental impacts.
Vehicle emissions / Non-targeted analysis / I/SVOCs / Chemical fingerprinting / SOA formation potential
[1] |
Alam M S, Zeraati-Rezaei S, Liang Z, Stark C, Xu H, MacKenzie A R, Harrison R M. (2018). Mapping and quantifying isomer sets of hydrocarbons (≥C12 ) in diesel exhaust, lubricating oil and diesel fuel samples using GC×GC-ToF-MS. Atmospheric Measurement Techniques, 11(5): 3047–3058
CrossRef
Google scholar
|
[2] |
Alam M S, Zeraati-Rezaei S, Xu H, Harrison R M. (2019). Characterization of gas and particulate phase organic emissions (C9–C37) from a diesel engine and the effect of abatement devices. Environmental Science & Technology, 53(19): 11345–11352
CrossRef
Google scholar
|
[3] |
Algrim L B, Ziemann P J. (2016). Effect of the keto group on yields and composition of organic aerosol formed from OH radical-initiated reactions of ketones in the presence of NOx. Journal of Physical Chemistry A, 120(35): 6978–6989
CrossRef
Google scholar
|
[4] |
AlgrimL BZiemann P J (2019). Effect of the hydroxyl group on yields and composition of organic aerosol formed from OH radical-initiated reactions of alcohols in the presence of NOx. ACS Earth & Space Chemistry, 3(3): 413–423
|
[5] |
An Z, Li X, Shi Z, Williams B J, Harrison R M, Jiang J. (2021). Frontier review on comprehensive two-dimensional gas chromatography for measuring organic aerosol. Journal of Hazardous Materials Letters, 2: 100013
CrossRef
Google scholar
|
[6] |
An Z, Ren H, Xue M, Guan X, Jiang J. (2020). Comprehensive two-dimensional gas chromatography mass spectrometry with a solid-state thermal modulator for in-situ speciated measurement of organic aerosols. Journal of Chromatography. A, 1625: 461336
CrossRef
Google scholar
|
[7] |
Cao X, Yao Z, Shen X, Ye Y, Jiang X. (2016). On-road emission characteristics of VOCs from light-duty gasoline vehicles in Beijing, China. Atmospheric Environment, 124: 146–155
CrossRef
Google scholar
|
[8] |
Chacon-Madrid H J, Donahue N M. (2011). Fragmentation vs. functionalization: chemical aging and organic aerosol formation. Atmospheric Chemistry and Physics, 11(20): 10553–10563
CrossRef
Google scholar
|
[9] |
Chan A W H, Chan M N, Surratt J D, Chhabra P S, Loza C L, Crounse J D, Yee L D, Flagan R C, Wennberg P O, Seinfeld J H. (2010). Role of aldehyde chemistry and NOx concentrations in secondary organic aerosol formation. Atmospheric Chemistry and Physics, 10(15): 7169–7188
CrossRef
Google scholar
|
[10] |
Chan A W H, Kautzman K E, Chhabra P S, Surratt J D, Chan M N, Crounse J D, Kürten A, Wennberg P O, Flagan R C, Seinfeld J H. (2009). Secondary organic aerosol formation from photooxidation of naphthalene and alkylnaphthalenes: implications for oxidation of intermediate volatility organic compounds (IVOCs). Atmospheric Chemistry and Physics, 9(9): 3049–3060
CrossRef
Google scholar
|
[11] |
Dallüge J, Beens J, Brinkman U A T. (2003). Comprehensive two-dimensional gas chromatography: a powerful and versatile analytical tool. Journal of Chromatography. A, 1000(1−2): 69–108
CrossRef
Google scholar
|
[12] |
Donahue N M, Kroll J H, Pandis S N, Robinson A L. (2012). A two-dimensional volatility basis set – Part 2: Diagnostics of organic-aerosol evolution. Atmospheric Chemistry and Physics, 12(2): 615–634
CrossRef
Google scholar
|
[13] |
Drozd G T, Zhao Y, Saliba G, Frodin B, Maddox C, Oliver Chang M C, Maldonado H, Sardar S, Weber R J, Robinson A L.
CrossRef
Google scholar
|
[14] |
Drozd G T, Zhao Y, Saliba G, Frodin B, Maddox C, Weber R J, Chang M C O, Maldonado H, Sardar S, Robinson A L.
CrossRef
Google scholar
|
[15] |
Du Z, Hu M, Peng J, Zhang W, Zheng J, Gu F, Qin Y, Yang Y, Li M, Wu Y.
CrossRef
Google scholar
|
[16] |
Gentner D R, Jathar S H, Gordon T D, Bahreini R, Day D A, El Haddad I, Hayes P L, Pieber S M, Platt S M, De Gouw J.
CrossRef
Google scholar
|
[17] |
Harvey R M, Petrucci G A. (2015). Control of ozonolysis kinetics and aerosol yield by nuances in the molecular structure of volatile organic compounds. Atmospheric Environment, 122: 188–195
CrossRef
Google scholar
|
[18] |
Hatch L E, Luo W, Pankow J F, Yokelson R J, Stockwell C E, Barsanti K C. (2015). Identification and quantification of gaseous organic compounds emitted from biomass burning using two-dimensional gas chromatography–time-of-flight mass spectrometry. Atmospheric Chemistry and Physics, 15(4): 1865–1899
CrossRef
Google scholar
|
[19] |
He X, Zheng X, You Y, Zhang S, Zhao B, Wang X, Huang G, Chen T, Cao Y, He L.
CrossRef
Google scholar
|
[20] |
He X, Zheng X, Zhang S, Wang X, Chen T, Zhang X, Huang G, Cao Y, He L, Cao X.
CrossRef
Google scholar
|
[21] |
Huang C, Hu Q, Li Y, Tian J, Ma Y, Zhao Y, Feng J, An J, Qiao L, Wang H.
CrossRef
Google scholar
|
[22] |
Huang D D, Hu Q, He X, Huang R J, Ding X, Ma Y, Feng X, Jing S A, Li Y, Lu J.
CrossRef
Google scholar
|
[23] |
Huang L, Bohac S V, Chernyak S M, Batterman S A. (2015). Effects of fuels, engine load and exhaust after-treatment on diesel engine SVOC emissions and development of SVOC profiles for receptor modeling. Atmospheric Environment, 102: 228–238
CrossRef
Google scholar
|
[24] |
Huo Y, Guo Z, Li Q, Wu D, Ding X, Liu A, Huang D, Qiu G, Wu M, Zhao Z.
CrossRef
Google scholar
|
[25] |
Huo Y, Guo Z, Liu Y, Wu D, Ding X, Zhao Z, Wu M, Wang L, Feng Y, Chen Y.
CrossRef
Google scholar
|
[26] |
Jathar S H, Gordon T D, Hennigan C J, Pye H O, Pouliot G, Adams P J, Donahue N M, Robinson A L. (2014). Unspeciated organic emissions from combustion sources and their influence on the secondary organic aerosol budget in the United States. Proceedings of the National Academy of Sciences of the United States of America, 111(29): 10473–10478
CrossRef
Google scholar
|
[27] |
Laszakovits J R, Mackay A A. (2022). Data-based chemical class regions for van krevelen diagrams. Journal of the American Society for Mass Spectrometry, 33(1): 198–202
CrossRef
Google scholar
|
[28] |
Li L, Li J, Qin M, Xie X, Hu J, Zhang Y. (2024). Variations in summertime ozone in Nanjing between 2015 and 2020: roles of meteorology, radical chain length and ozone production efficiency. Frontiers of Environmental Science & Engineering, 18(11): 137
|
[29] |
Li L, Ping T, Nakao S, Cocker D R III. (2016). Impact of molecular structure on secondary organic aerosol formation from aromatic hydrocarbon photooxidation under low-NOx conditions. Atmospheric Chemistry and Physics, 16(17): 10793–10808
CrossRef
Google scholar
|
[30] |
Liu P, Wu Y, Li Z, Lv Z, Zhang J, Liu Y, Song A, Wang T, Wu L, Mao H.
CrossRef
Google scholar
|
[31] |
Liu T, Wang Z, Huang D D, Wang X, Chan C K. (2018). Significant production of secondary organic aerosol from emissions of heated cooking oils. Environmental Science & Technology Letters, 5(1): 32–37
CrossRef
Google scholar
|
[32] |
Loza C L, Craven J S, Yee L D, Coggon M M, Schwantes R H, Shiraiwa M, Zhang X, Schilling K A, Ng N L, Canagaratna M R.
CrossRef
Google scholar
|
[33] |
Lu Q, Zhao Y, Robinson A L. (2018). Comprehensive organic emission profiles for gasoline, diesel, and gas-turbine engines including intermediate and semi-volatile organic compound emissions. Atmospheric Chemistry and Physics, 18(23): 17637–17654
CrossRef
Google scholar
|
[34] |
Mader B T, Pankow J F. (2001). Gas/solid partitioning of semivolatile organic compounds (SOCs) to air filters. 3. An analysis of gas adsorption artifacts in measurements of atmospheric SOCs and organic carbon (OC) when using Teflon membrane filters and quartz fiber filters. Environmental Science & Technology, 35(17): 3422–3432
CrossRef
Google scholar
|
[35] |
Matsumoto K, Hayano T, Uematsu M. (2003). Positive artifact in the measurement of particulate carbonaceous substances using an ambient carbon particulate monitor. Atmospheric Environment, 37(33): 4713–4717
CrossRef
Google scholar
|
[36] |
Mcdonald B C, De Gouw J A, Gilman J B, Jathar S H, Akherati A, Cappa C D, Jimenez J L, Lee-Taylor J, Hayes P L, Mckeen S A.
CrossRef
Google scholar
|
[37] |
Peng J, Hu M, Du Z, Wang Y, Zheng J, Zhang W, Yang Y, Qin Y, Zheng R, Xiao Y.
CrossRef
Google scholar
|
[38] |
Peng J, Hu M, Shang D, Wu Z, Du Z, Tan T, Wang Y, Zhang F, Zhang R. (2021). Explosive secondary aerosol formation during severe haze in the North China Plain. Environmental Science & Technology, 55(4): 2189–2207
CrossRef
Google scholar
|
[39] |
Presto A A, Miracolo M A, Kroll J H, Worsnop D R, Robinson A L, Donahue N M. (2009). Intermediate-volatility organic compounds: a potential source of ambient oxidized organic aerosol. Environmental Science & Technology, 43(13): 4744–4749
CrossRef
Google scholar
|
[40] |
Qi L, Zhao J, Li Q, Su S, Lai Y, Deng F, Man H, Wang X, Shen X E, Lin Y.
CrossRef
Google scholar
|
[41] |
Qiao L, Gao L, Liu Y, Huang D, Li D, Zheng M. (2022). Recognition and health impacts of organic pollutants with significantly different proportions in the gas phase and size-fractionated particulate phase in ambient air. Environmental Science & Technology, 56(11): 7153–7162
CrossRef
Google scholar
|
[42] |
Robinson A L, Donahue N M, Shrivastava M K, Weitkamp E A, Sage A M, Grieshop A P, Lane T E, Pierce J R, Pandis S N. (2007). Rethinking organic aerosols: semivolatile emissions and photochemical aging. Science, 315(5816): 1259–1262
CrossRef
Google scholar
|
[43] |
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.
CrossRef
Google scholar
|
[44] |
Song K, Guo S, Gong Y, Lv D, Wan Z, Zhang Y, Fu Z, Hu K, Lu S. (2023a). Non-target scanning of organics from cooking emissions using comprehensive two-dimensional gas chromatography-mass spectrometer (GC×GC-MS). Applied Geochemistry, 151: 105601
CrossRef
Google scholar
|
[45] |
Song K, Guo S, Gong Y, Lv D, Zhang Y, Wan Z, Li T, Zhu W, Wang H, Yu Y.
CrossRef
Google scholar
|
[46] |
Song K, Tang R, Zhang J, Wan Z, Zhang Y, Hu K, Gong Y, Lv D, Lu S, Tan Y.
CrossRef
Google scholar
|
[47] |
Stewart G J, Acton W J F, Nelson B S, Vaughan A R, Hopkins J R, Arya R, Mondal A, Jangirh R, Ahlawat S, Yadav L.
CrossRef
Google scholar
|
[48] |
Tang R, Lu Q, Guo S, Wang H, Song K, Yu Y, Tan R, Liu K, Shen R, Chen S.
CrossRef
Google scholar
|
[49] |
Wagner T, Wyszyński M L. (1996). Aldehydes and ketones in engine exhaust emissions: a review. Proceedings of the Institution of Mechanical Engineers. Part D, Journal of Automobile Engineering, 210(2): 109–122
CrossRef
Google scholar
|
[50] |
Wu Y, Fan X, Liu Y, Zhang J, Wang H, Sun L, Fang T, Mao H, Hu J, Wu L.
CrossRef
Google scholar
|
[51] |
Wu Y, Liu Y, Liu P, Sun L, Song P, Peng J, Li R, Wei N, Wu L, Wang T.
CrossRef
Google scholar
|
[52] |
Zeng L, Wang F, Xiao S, Zeng X, Li X, Xie Q, Yu X, Huang C, Hu Q, You Y.
CrossRef
Google scholar
|
[53] |
Zhang J, Peng J, Song A, Du Z, Guo J, Liu Y, Yang Y, Wu L, Wang T, Song K.
CrossRef
Google scholar
|
[54] |
ZhangJ, Peng J, SongA, LvZ, TongH, DuZ, GuoJ, WuL, WangT, HallquistM, et al. (2023).Marked impacts of transient conditions on potential secondary organic aerosol production during rapid oxidation of gasoline exhausts. npj Climate and Atmospheric Science, 6(1): 59
|
[55] |
Zhang X, He X, Cao Y, Chen T, Zheng X, Zhang S, Wu Y. (2024b). Comprehensive characterization of speciated volatile organic compounds (VOCs), gas-phase and particle-phase intermediate- and semi-volatile volatility organic compounds (I/S-VOCs) from Chinese diesel trucks. Science of the Total Environment, 912: 168950
CrossRef
Google scholar
|
[56] |
Zhang Y, Wang X, Wen S, Herrmann H, Yang W, Huang X, Zhang Z, Huang Z, He Q, George C. (2016). On-road vehicle emissions of glyoxal and methylglyoxal from tunnel tests in urban Guangzhou, China. Atmospheric Environment, 127: 55–60
CrossRef
Google scholar
|
[57] |
Zhao B, Wang S, Hao J. (2024). Challenges and perspectives of air pollution control in China. Frontiers of Environmental Science & Engineering, 18(6): 68
CrossRef
Google scholar
|
[58] |
Zhao J, Lv Z, Qi L, Zhao B, Deng F, Chang X, Wang X, Luo Z, Zhang Z, Xu H.
CrossRef
Google scholar
|
[59] |
Zhao Y, Hennigan C J, May A A, Tkacik D S, De Gouw J A, Gilman J B, Kuster W C, Borbon A, Robinson A L. (2014). Intermediate-volatility organic compounds: a large source of secondary organic aerosol. Environmental Science & Technology, 48(23): 13743–13750
CrossRef
Google scholar
|
[60] |
Zhao Y, Lambe A T, Saleh R, Saliba G, Robinson A L. (2018). Secondary organic aerosol production from gasoline vehicle exhaust: effects of engine technology, cold start, and emission certification standard. Environmental Science & Technology, 52(3): 1253–1261
CrossRef
Google scholar
|
[61] |
Zhao Y, Nguyen N T, Presto A A, Hennigan C J, May A A, Robinson A L. (2015). Intermediate volatility organic compound emissions from on-road diesel vehicles: chemical composition, emission factors, and estimated secondary organic aerosol production. Environmental Science & Technology, 49(19): 11516–11526
CrossRef
Google scholar
|
[62] |
Zhao Y, Nguyen N T, Presto A A, Hennigan C J, May A A, Robinson A L. (2016). Intermediate volatility organic compound emissions from on-road gasoline vehicles and small off-road gasoline engines. Environmental Science & Technology, 50(8): 4554–4563
CrossRef
Google scholar
|
/
〈 |
|
〉 |