ORIGINAL RESEARCH
Characteristics of Secondary Organic Aerosol Tracers in PM2.5 during O3 and Haze Pollution Days in A Relatively Clean City, Tai’an
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Han Lv 1
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School of Municipal and Environmental Engineering, Shandong Jianzhu University, Jinan 250101, China
 
 
Submission date: 2026-01-27
 
 
Final revision date: 2026-04-02
 
 
Acceptance date: 2026-04-21
 
 
Online publication date: 2026-08-03
 
 
Corresponding author
Chao Zhu   

School of Municipal and Environmental Engineering, Shandong Jianzhu University, Jinan 250101, China
 
 
 
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ABSTRACT
Secondary organic aerosol (SOA) contributes greatly to atmospheric environmental pollution, and SOA tracers provide direct insights into the chemical composition, source identification, and formation pathways of SOA. Observations of SOA tracers were performed in Tai’an, a relatively clean city located in the North China Plain. Seventeen SOA tracers in PM2.5, which originated from isoprene (SOAI), monoterpene (SOAM), β-caryophyllene (SOAC), and aromatic hydrocarbon (SOAA), were measured and investigated. Characteristics of SOA tracers in different seasons and during different pollution days were revealed. The concentrations of these four kinds of tracers in summer were 28.5±7.49 ng m-3, 41.4±11.2 ng m-3, 1.94±0.72 ng m-3, and 1.26±0.51 ng m-3, respectively, indicating strong oxidation processes under high biogenic emissions. In winter, SOAI and SOAM decreased significantly by more than 65%, but the SOAA concentration increased by a factor of 2.65. These opposing trends collectively resulted in the same secondary organic carbon concentration (0.60 μg m-3) in summer and winter. Compared with non-pollution days, SOA was found to be fresher during O3 pollution days in summer and haze days in winter, but the underlying mechanisms were different. Through the combined analysis of malic acid, levoglucosan, and SO42‒, the importance of biomass burning and secondary inorganic formation to SOA was revealed. This study provides insights into SOA characteristics in a mountain city under relatively clean conditions.
CONFLICT OF INTEREST
The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
REFERENCES (31)
1.
DING X., HE Q.F., SHEN R.Q., YU Q.Q., WANG X.M. Spatial distributions of secondary organic aerosols from isoprene, monoterpenes, beta-caryophyllene, and aromatics over China during summer. Journal of Geophysical Research-Atmospheres, 119 (20), 11877, 2014.
 
2.
GAO Y., MA M.C., YAN F.F., SU H., WANG S.X., LIAO H., ZHAO B., WANG X.M., SUN Y.L., HOPKINS J.R., CHEN Q., FU P.Q., LEWIS A.C., QIU Q.H., YAO X.H., GAO H.W. Impacts of biogenic emissions from urban landscapes on summer ozone an secondary organic aerosol formation in megacities. Science of the Total Environment, 814,152654, 2022.
 
3.
JANG M., CZOSCHKE N.M., LEE S., KAMENS R.M. Heterogeneous Atmosperic Aerosol Production by Acid-Catalyzed Particle-Phase Reactions. Science, 298 (5594), 814, 2002.
 
4.
SURRATT J.D., MURPHY S.M., KROLL J.H., NG N.L., HILDEBRANDT L., SOROOSHIAN A., SZMIGIELSKI R., VERMEYLEN R., MAENHAUT W., CLAEYS M., FLAGAN R.C., SEINFELD J.H. Chemical composition of secondary organic aerosol formed from the photooxidation of isoprene. The Journal of Physical Chemistry A, 110 (31), 9665, 2006.
 
5.
MU L., JIANG X., LI Y.Y., LI X.M., LI X.F., LIU T., LIU Z.Y., FENG C.Y. Distribution characteristics of secondary organic aerosol tracers in PM2.5 in Jinzhong. Atmospheric Environment, 307, 119849, 2023.
 
6.
LIU T., HU B., XU X., HONG Y., ZHANG Y., WU X., XU L., LI M., CHEN Y., CHEN X., CHEN J. Characteristics of PM2.5-bound secondary organic aerosol tracers in a coastal city in Southeastern China: Seasonal patterns and pollution identification. Atmospheric Environment, 237, 117710, 2020.
 
7.
LING Z.H., HUANG J.L., WU L.Q., THAM Y.J., FANG G.Z., WU B., MING L.L., WANG X.M., DING X. Compositions and Distributions of Secondary Organic Aerosols and Their Tracers over the Pearl River Estuary Region Influenced by Continental and Marine Air Masses. Advances in Atmospheric Sciences, 42 (4), 682, 2025.
 
8.
JAOUI M., KLEINDIENST T.E., LEWANDOWSKI M., OFFENBERG J.H., EDNEY E.O. Identification and Quantification of Aerosol Polar Oxygenated Compounds Bearing Carboxylic or Hydroxyl Groups. 2. Organic Tracer Compounds from Monoterpenes. Environmental Science & Technology, 39 (15), 5661, 2005.
 
9.
KLEINDIENST T.E., JAOUI M., LEWANDOWSKI M., OFFENBERG J.H., LEWIS C.W., BHAVE P.V., EDNEY E.O. Estimates of the contributions of biogenic and anthropogenic hydrocarbons to secondary organic aerosol at a southeastern US location. Atmospheric Environment, 41 (37), 8288, 2007.
 
10.
CHEN N.H., YOU J.Y., HUANG J., YANG Y.X., LIN H.R., QI X., CHEN X.X., YANG Y.S., HU B.Y. Secondary organic aerosols in PM2.5 on a coastal island in southeastern China: Impact of atmospheric process and biomass burning. Atmospheric Environment, 306, 119841, 2023.
 
11.
SHEN R.Q., DING X., HE Q.F., CONG Z.Y., YU Q.Q., WANG X.M. Seasonal variation of secondary organic aerosol tracers in Central Tibetan Plateau. Atmospheric Chemistry and Physics, 15 (15), 8781, 2015.
 
12.
HU D., BIAN Q., LI T.W.Y., LAU A.K.H., YU J.Z. Contributions of isoprene, monoterpenes, β-caryophyllene, and toluene to secondary organic aerosols in Hong Kong during the summer of 2006. Journal of Geophysical Research: Atmospheres, 113 (D22), 2008.
 
13.
REN H., HU W., WEI L.F., YUE S.Y., ZHAO J., LI L.J., WU L.B., ZHAO W.Y., REN L.J., KANG M.J., XIE Q.R., SU S.H., PAN X.L., WANG Z.F., SUN Y.L., KAWAMURA K., FU P.Q. Measurement report: Vertical distribution of biogenic and anthropogenic secondary organic aerosols in the urban boundary layer over Beijing during late summer. Atmospheric Chemistry and Physics, 21 (17), 12949, 2021.
 
14.
TANG J., LI Y., LI X., JING S.A., HUANG C., ZHU J., HU Q., WANG H., LU J., LOU S., RAO P., HUANG D. Intermediate volatile organic compound emissions from vehicles under real world conditions. Science of The Total Environment, 788, 147795, 2021.
 
15.
YI Y.N., LI R., ZHANG K., YANG X.D., LI Q., GENG C.M., CHEN H., YANG W., YU J.Z., LI L. Insights Into the Influence of Anthropogenic Emissions on the Formation of Secondary Organic Aerosols Based on Online Measurements. Journal of Geophysical Research-Atmospheres, 129 (18), e2024JD041479, 2024.
 
16.
GE Y.Z., CHEN C.Q., JIANG Y.P., YANG T.S., KANG H.Y., LI J.Z., ZHAO X.R., ZHANG Y.B., LI M.Y., HOU T.Y., CHEN J.M., YU S.C. Characteristics of Ozone Pollution in Tai'an and Topographic Effects of Mount Tai. Atmosphere, 13 (8), 1299, 2022.
 
17.
DUMDEI B.E., KENNY D.V., SHEPSON P.B., KLEINDIENST T.E., NERO C.M., CUPITT L.T., CLAXTON L.D. MS/MS analysis of the products of toluene photooxidation and measurement of their mutagenic activity. Environmental Science & Technology, 22 (12), 1493, 1988.
 
18.
RÖHRL A., LAMMEL G. Determination of malic acid and other C4 dicarboxylic acids in atmospheric aerosol samples. Chemosphere, 46 (8), 1195, 2002.
 
19.
FU P., KAWAMURA K., KANAYA Y., WANG Z. Contributions of biogenic volatile organic compounds to the formation of secondary organic aerosols over Mt Tai, Central East China. Atmospheric Environment, 44 (38), 4817, 2010.
 
20.
DING X., ZHANG Y.-Q., HE Q.-F., YU Q.-Q., WANG J.-Q., SHEN R.-Q., SONG W., WANG Y.-S., WANG X.-M. Significant Increase of Aromatics-Derived Secondary Organic Aerosol during Fall to Winter in China. Environmental Science & Technology, 51 (13), 7432, 2017.
 
21.
SHRIVASTAVA M., CAPPA C.D., FAN J., GOLDSTEIN A.H., GUENTHER A.B., JIMENEZ J.L., KUANG C., LASKIN A., MARTIN SCOT T., NG NGA 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., ZHANG Q. Recent advances in understanding secondary organic aerosol: Implications for global climate forcing. Reviews of Geophysics, 55 (2), 277, 2017.
 
22.
ZHANG S.W., TANG H., LI Q., LI L., GE C.J., LI L., FENG J.L. Secondary Organic Aerosols in PM2.5 in Bengbu, a Typical City in Central China: Concentration, Seasonal Variation and Sources. Atmosphere, 12 (7), 854, 2021.
 
23.
ZHU Y., YANG L., KAWAMURA K., CHEN J., ONO K., WANG X., XUE L., WANG W. Contributions and source identification of biogenic and anthropogenic hydrocarbons to secondary organic aerosols at Mt. Tai in 2014. Environmental Pollution, 220, 863, 2017.
 
24.
FENG J., LI M., ZHANG P., GONG S., ZHONG M., WU M., ZHENG M., CHEN C., WANG H., LOU S. Investigation of the sources and seasonal variations of secondary organic aerosols in PM2.5 in Shanghai with organic tracers. Atmospheric Environment, 79, 614, 2013.
 
25.
SURRATT J.D., CHAN A.W.H., EDDINGSAAS N.C., CHAN M.N., LOZA C.L., KWAN A.J., HERSEY S.P., FLAGAN R.C., WENNBERG P.O., SEINFELD J.H. Reactive intermediates revealed in secondary organic aerosol formation from isoprene. Proceedings of the National Academy of Sciences of the United States of America, 107 (15), 6640, 2010.
 
26.
MA Y., RUSSELL A.T., MARSTON G. Mechanisms for the formation of secondary organic aerosol components from the gas-phase ozonolysis of α-pinene. Physical Chemistry Chemical Physics, 10 (29), 4294, 2008.
 
27.
OFFENBERG J.H., LEWIS C.W., LEWANDOWSKI M., JAOUI M., KLEINDIENST T.E., EDNEY E.O. Contributions of toluene and alpha-pinene to SOA formed in an irradiated toluene/alpha-pinene/NO(x)/ air mixture: comparison of results using 14C content and SOA organic tracer methods. Environmental Science & Technology, 41 (11), 3972, 2007.
 
28.
LEWANDOWSKI M., PILETIC I.R., KLEINDIENST T.E., OFFENBERG J.H., BEAVER M.R., JAOUI M., DOCHERTY K.S., EDNEY E.O. Secondary organic aerosol characterisation at field sites across the United States during the spring-summer period. International Journal of Environmental Analytical Chemistry, 93 (10), 1084, 2013.
 
29.
REN Y., WANG G., TAO J., ZHANG Z., MENG F. Seasonal characteristics of biogenic secondary organic aerosols at Mt. Wuyi in Southeastern China: Influence of anthropogenic pollutants. Environmental Pollution, 252, 493, 2019.
 
30.
HONG Y., XU X., LIAO D., LIU T., JI X., XU K., LIAO C., WANG T., LIN C., CHEN J. Measurement report: Effects of anthropogenic emissions and environmental factors on the formation of biogenic secondary organic aerosol (BSOA) in a coastal city of southeastern China. Atmospheric Chemistry & Physics, 22 (11), 7827, 2022.
 
31.
WANG Y.C., MENG J.J., HUANG T.L., MA J.K., WANG Y.H., ZHANG X.T., GUO Q.C., YANG J.X., HOU Z.F. Contrasting molecular characteristics and formation mechanisms of biogenic and anthropogenic secondary organic aerosols at the summit and foot of Mt. Huang, East China. Science of the Total Environment, 895, 165116, 2023.
 
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