PDF
(6104KB)
Abstract
Amine-containing particles play a critical role in atmospheric chemistry, new particle formation, and haze episodes, but their mixing states and atmospheric processes remain poorly understood, resulting in significant uncertainties in accurately assessing their global budget by models. Here we investigated the seasonal differences in the mixing states and evolution processes of particulate amines in Liaocheng, a heavily polluted city in the North China Plain (NCP), during winter and summer. The dominant amine markers were diethylamine (DEA), trimethylamine (TMA), and triethylamine (TEA) particles, with DEA particles constituting over 70% of total amines. Winter amine-containing particles exhibited higher abundances (winter: 23.0% vs. summer: 17.5%) and elevated biomass–burning indicators (e.g., 45CHO2−, 59C2H3O2−, 73C3H5O2−, and 115K2Cl+), along with broader size distributions (0.6–0.9 μm), attributed to anthropogenic sources and particle aging. Conversely, summer amine particles showed fresher signatures (unimodal 0.42 μm peak) with dominant carbonaceous fragments and weaker secondary inorganic signals, reflecting less aging. The gas-to-particle partitioning of amines was significantly influenced by temperature, particle acidity (Rra), and acid-base reactions, with lower temperatures and higher acidity promoting the amine uptake. DEA particles presented stronger associations with sulfate (r2 = 0.87) and nitrate (r2 = 0.69) compared to TMA particles. Winter haze events significantly enhanced particulate amines, driven by elevated humidity, lower temperatures, and enhanced Rra, with random forest and multiple linear regression analyses identifying temperature, Rra, and O3 (≥ 15%) as dominant controls. Photochemical processes and sulfate interactions also played critical roles in amine transformations. These findings highlight the complex interplay of environmental and chemical factors governing amine behavior in atmospheric particles, providing essential insights for urban air quality management and climate modeling in the NCP.
Graphical abstract
Keywords
Amine-containing particles
/
Diethylamine (DEA) particles
/
Mixing states
/
Gas-to-particle partitioning
/
Seasonal characteristics
Highlight
| ● Higher winter amines are due to lower temperatures ( T ) and higher relative humidity. |
| ● T , acidity, and acid-base reactions affected gas-to-particle partitioning of amines. |
| ● Haze events with higher acidity and relative humidity favor amine particle formation. |
Cite this article
Download citation ▾
Xiaoting Zhang, Jingjing Meng, Xuan Liu, Kaiyue Yang, Qizong Wang, Chen Chen, Xiaodi Liu, Zhanfang Hou.
Diverse mixing states and atmospheric processes of urban amine-containing particles in the North China Plain.
ENG. Environ., 2026, 20(2): 24 DOI:10.1007/s11783-026-2124-x
| [1] |
Angelino S , Suess D T , Prather K A . (2001). Formation of aerosol particles from reactions of secondary and tertiary alkylamines: characterization by aerosol time-of-flight mass spectrometry. Environmental Science & Technology, 35(15): 3130–3138
|
| [2] |
Arquero K D , Xu J , Gerber R B , Finlayson-Pitts B J . (2017). Particle formation and growth from oxalic acid, methanesulfonic acid, trimethylamine and water: a combined experimental and theoretical study. Physical Chemistry Chemical Physics, 19(41): 28286–28301
|
| [3] |
Bi X H , Sheng G Y , Peng P A , Chen Y J , Fu J M . (2005). Size distribution of n-alkanes and polycyclic aromatic hydrocarbons (PAHs) in urban and rural atmospheres of Guangzhou, China. Atmospheric Environment, 39(3): 477–487
|
| [4] |
Breiman L . (2001). Random forests. Machine Learning, 45(1): 5–32
|
| [5] |
Cadle S H , Mulawa P A . (1980). Low-molecular-weight aliphatic amines in exhaust from catalyst-equipped cars. Environmental Science & Technology, 14(6): 718–723
|
| [6] |
Cai R L , Yin R J , Li X , Xie H B , Yang D S , Kerminen V M , Smith J N , Ma Y , Hao J M , Chen J W . et al. (2023). Significant contributions of trimethylamine to sulfuric acid nucleation in polluted environments. npj Climate and Atmospheric Science, 6(1): 75
|
| [7] |
Chen Y , Tian M , Huang R J , Shi G M , Wang H B , Peng C , Cao J J , Wang Q Y , Zhang S M , Guo D M . et al. (2019). Characterization of urban amine-containing particles in southwestern China: seasonal variation, source, and processing. Atmospheric Chemistry and Physics, 19(5): 3245–3255
|
| [8] |
Cheng C L , Chan C K , Lee B P , Gen M S , Li M , Yang S X , Hao F , Wu C , Cheng P , Wu D . et al. (2021). Single particle diversity and mixing state of carbonaceous aerosols in Guangzhou, China. Science of the Total Environment, 754: 142182
|
| [9] |
Cheng C L , Huang Z Z , Chan C K , Chu Y X , Li M , Zhang T , Ou Y B , Chen D H , Cheng P , Li L . et al. (2018). Characteristics and mixing state of amine-containing particles at a rural site in the Pearl River Delta, China. Atmospheric Chemistry and Physics, 18(12): 9147–9159
|
| [10] |
Cheng C L , Li M , Chan C K , Tong H J , Chen C H , Chen D H , Wu D , Li L , Wu C , Cheng P . et al. (2017). Mixing state of oxalic acid containing particles in the rural area of Pearl River Delta, China: implications for the formation mechanism of oxalic acid. Atmospheric Chemistry and Physics, 17(15): 9519–9533
|
| [11] |
de Abrantes R , Vicente de Assunção J , Pesquero C R , Bruns R E , Nóbrega R P . (2009). Emission of polycyclic aromatic hydrocarbons from gasohol and ethanol vehicles. Atmospheric Environment, 43(3): 648–654
|
| [12] |
De Haan D O , Hawkins L N , Welsh H G , Pednekar R , Casar J R , Pennington E A , de Loera A , Jimenez N G , Symons M A , Zauscher M . et al. (2017). Brown carbon production in ammonium- or amine-containing aerosol particles by reactive uptake of methylglyoxal and photolytic cloud cycling. Environmental Science & Technology, 51(13): 7458–7466
|
| [13] |
Denkenberger K A , Moffet R C , Holecek J C , Rebotier T P , Prather K A . (2007). Real-time, single-particle measurements of oligomers in aged ambient aerosol particles. Environmental Science & Technology, 41(15): 5439–5446
|
| [14] |
Facchini M C , Decesari S , Rinaldi M , Carbone C , Finessi E , Mircea M , Fuzzi S , Moretti F , Tagliavini E , Ceburnis D . et al. (2008). Important source of marine secondary organic aerosol from biogenic amines. Environmental Science & Technology, 42(24): 9116–9121
|
| [15] |
Feng X X , Wang C C , Feng Y L , Cai J J , Zhang Y S , Qi X , Li Q , Li J , Chen Y J . (2022). Outbreaks of ethyl-amines during haze episodes in North China plain: a potential source of amines from ethanol gasoline vehicle emission. Environmental Science & Technology Letters, 9(4): 306–311
|
| [16] |
Gao J , Wei Y T , Shi G L , Yu H F , Zhang Z C , Song S J , Wang W , Liang D N , Feng Y C . (2020). Roles of RH, aerosol pH and sources in concentrations of secondary inorganic aerosols, during different pollution periods. Atmospheric Environment, 241: 117770
|
| [17] |
Gao Y , Guo X W , Kou W B , Guo X J , Zhang S Q , Gao H W , Chen D L . (2025). Advancing high-resolution modeling to unravel the interplay between extreme weather events and air pollution under global warming. Frontiers of Environmental Science & Engineering, 19(7): 100
|
| [18] |
Ge X L , Wexler A S , Clegg S L . (2011a). Atmospheric amines – Part I. A review. Atmospheric Environment, 45(3): 524–546
|
| [19] |
Ge X L , Wexler A S , Clegg S L . (2011b). Atmospheric amines – Part II. Thermodynamic properties and gas/particle partitioning. Atmospheric Environment, 45(3): 561–577
|
| [20] |
Hu X D , Guo Z Y , Sun W , Lian X F , Fu Y Z , Meng H , Zhu Y J , Zhang G H , Wang X F , Xue L K . et al. (2022). Atmospheric processing of particulate imidazole compounds driven by photochemistry. Environmental Science & Technology Letters, 9(4): 265–271
|
| [21] |
Huang S , Song Q C , Hu W W , Yuan B , Liu J W , Jiang B , Li W , Wu C H , Jiang F , Chen W . et al. (2022). Chemical composition and sources of amines in PM2.5 in an urban site of PRD, China. Environmental Research, 212: 113261
|
| [22] |
Huang X J , Liu Z , Ge Y Z , Li Q , Wang X F , Fu H B , Zhu J , Zhou B , Wang L , George C . et al. (2023). Aerosol high water contents favor sulfate and secondary organic aerosol formation from fossil fuel combustion emissions. npj Climate and Atmospheric Science, 6(1): 173
|
| [23] |
Huang Y , Li L , Li J , Wang X , Chen H , Chen J , Yang X , Gross D S , Wang H , Qiao L . et al. (2013). A case study of the highly time-resolved evolution of aerosol chemical and optical properties in urban Shanghai, China. Atmospheric Chemistry and Physics, 13(8): 3931–3944
|
| [24] |
Huang Y L , Chen H , Wang L , Yang X , Chen J M . (2012). Single particle analysis of amines in ambient aerosol in Shanghai. Environmental Chemistry, 9(3): 202–210
|
| [25] |
Kanawade V P , Jokinen T . (2025). Atmospheric amines are a crucial yet missing link in Earth’s climate via airborne aerosol production. Communications Earth & Environment, 6(1): 98
|
| [26] |
Kawamura K , Bikkina S . (2016). A review of dicarboxylic acids and related compounds in atmospheric aerosols: molecular distributions, sources and transformation. Atmospheric Research, 170: 140–160
|
| [27] |
Lavi A , Bluvshtein N , Segre E , Segev L , Flores M , Rudich Y . (2013). Thermochemical, cloud condensation nucleation ability, and optical properties of alkyl aminium sulfate aerosols. The Journal of Physical Chemistry C, 117(43): 22412–22421
|
| [28] |
Leung D M , Shi H R , Zhao B , Wang J , Ding E M , Gu Y , Zheng H T , Chen G , Liou K N , Wang S X . et al. (2020). Wintertime particulate matter decrease buffered by unfavorable chemical processes despite emissions reductions in China. Geophysical Research Letters, 47(14): e2020GL087721
|
| [29] |
Li Q H , Zhang H S , Jin X P , Cai X H , Song Y . (2022). Mechanism of haze pollution in summer and its difference with winter in the North China Plain. Science of the Total Environment, 806: 150625
|
| [30] |
Li Y Y , Chen M , Wang Y C , Huang T L , Wang G H , Li Z , Li J J , Meng J J , Hou Z F . (2023). Seasonal characteristics and provenance of organic aerosols in the urban atmosphere of Liaocheng in the North China Plain: significant effect of biomass burning. Particuology, 75: 185–198
|
| [31] |
Li Z , Zhou R W , Wang Y Q , Wang G H , Chen M , Li Y Y , Wang Y C , Yi Y N , Hou Z F , Guo Q C . et al. (2021). Characteristics and sources of amine-containing particles in the urban atmosphere of Liaocheng, a seriously polluted city in North China during the COVID-19 outbreak. Environmental Pollution, 289: 117887
|
| [32] |
Lian X F , Zhang G H , Lin Q H , Liu F X , Peng L , Yang Y X , Fu Y Z , Jiang F , Bi X H , Chen D H . et al. (2020). Seasonal variation of amine-containing particles in urban Guangzhou, China. Atmospheric Environment, 222: 117102
|
| [33] |
Liu F X , Bi X H , Zhang G H , Lian X F , Fu Y Z , Yang Y X , Lin Q H , Jiang F , Wang X M , Peng P A . et al. (2018). Gas-to-particle partitioning of atmospheric amines observed at a mountain site in southern China. Atmospheric Environment, 195: 1–11
|
| [34] |
Liu F X , Bi X H , Zhang G H , Peng L , Lian X F , Lu H Y , Fu Y Z , Wang X M , Peng P A , Sheng G Y . (2017). Concentration, size distribution and dry deposition of amines in atmospheric particles of urban Guangzhou, China. Atmospheric Environment, 171: 279–288
|
| [35] |
Liu T , Xu Y , Sun Q B , Xiao H W , Zhu R G , Li C X , Li Z Y , Zhang K Q , Sun C X , Xiao H Y . (2023). Characteristics, origins, and atmospheric processes of amines in fine aerosol particles in winter in China. Journal of Geophysical Research: Atmospheres, 128(14): e2023JD038974
|
| [36] |
Ma F F , Xie H B , Li M X , Wang S N , Zhang R Y , Chen J W . (2021). Autoxidation mechanism for atmospheric oxidation of tertiary amines: implications for secondary organic aerosol formation. Chemosphere, 273: 129207
|
| [37] |
Ma J K , Meng J J , Wang Y H , Liu X , Zhang X T , Yang K Y , Liu Q , Hou Z F . (2024). Mixing state and evolutionary mechanism of oxalic acid homologs in Liaocheng, East China: insights from seasonal and hourly observations. Particuology, 95: 223–234
|
| [38] |
Mao L Y , Yang S X , Cheng X Y , Liu S L , Chen D Y , Zhou Z , Li M , Pei C L , Cheng C L . (2024). One-year observation of the mixing states of oxygenated organics-containing single particles in Guangzhou, China. Frontiers of Environmental Science & Engineering, 18(5): 64
|
| [39] |
Meng J J , Li Z , Zhou R W , Chen M , Li Y Y , Yi Y N , Ding Z J , Li H J , Yan L , Hou Z F . et al. (2021). Enhanced photochemical formation of secondary organic aerosols during the COVID-19 lockdown in Northern China. Science of the Total Environment, 758: 143709
|
| [40] |
Meng J J , Wang Y C , Li Y Y , Huang T L , Wang Z F , Wang Y Q , Chen M , Hou Z F , Zhou H H , Lu K D . et al. (2023). Measurement Report: investigation on the sources and formation processes of dicarboxylic acids and related species in urban aerosols before and during the COVID-19 lockdown in Jinan, East China. Atmospheric Chemistry and Physics, 23(22): 14481–14503
|
| [41] |
Murphy S M , Sorooshian A , Kroll J H , Ng N L , Chhabra P , Tong C , Surratt J D , Knipping E , Flagan R C , Seinfeld J H . (2007). Secondary aerosol formation from atmospheric reactions of aliphatic amines. Atmospheric Chemistry and Physics, 7(9): 2313–2337
|
| [42] |
Pitts J N Jr , Grosjean D , Van Cauwenberghe K , Schmid J P , Fitz D R . (1978). Photooxidation of aliphatic amines under simulated atmospheric conditions: formation of nitrosamines, nitramines, amides, and photochemical oxidant. Environmental Science & Technology, 12(8): 946–953
|
| [43] |
Pratt K A , Murphy S M , Subramanian R , Demott P J , Kok G L , Campos T , Rogers D C , Prenni A J , Heymsfield A J , Seinfeld J H . et al. (2011). Flight-based chemical characterization of biomass burning aerosols within two prescribed burn smoke plumes. Atmospheric Chemistry and Physics, 11(24): 12549–12565
|
| [44] |
Price D J , Kacarab M , Cocker D R , Purvis-Roberts K , Silva P J . (2016). Effects of temperature on the formation of secondary organic aerosol from amine precursors. Aerosol Science and Technology, 50(11): 1216–1226
|
| [45] |
Qin X Y , Pratt K A , Shields L G , Toner S M , Prather K A . (2012). Seasonal comparisons of single-particle chemical mixing state in Riverside, CA. Atmospheric Environment, 59: 587–596
|
| [46] |
Qiu C , Zhang R Y . (2013). Multiphase chemistry of atmospheric amines. Physical Chemistry Chemical Physics, 15(16): 5738–5752
|
| [47] |
Qiu J T , Shen X L , Chen J Y , Li G Y , An T C . (2024). A possible unaccounted source of nitrogen-containing compound formation in aerosols: amines reacting with secondary ozonides. Atmospheric Chemistry and Physics, 24(1): 155–166
|
| [48] |
Rappert S , Müller R . (2005). Odor compounds in waste gas emissions from agricultural operations and food industries. Waste Management, 25(9): 887–907
|
| [49] |
Rehbein P J G , Jeong C H , McGuire M L , Yao X H , Corbin J C , Evans G J . (2011). Cloud and fog processing enhanced gas-to-particle partitioning of trimethylamine. Environmental Science & Technology, 45(10): 4346–4352
|
| [50] |
Shen X L , Chen J Y , Li G Y , An T C . (2023). A new advance in the pollution profile, transformation process, and contribution to aerosol formation and aging of atmospheric amines. Environmental Science: Atmospheres, 3(3): 444–473
|
| [51] |
Shi Q J , Gao L , Li W J , Wang J X , Shi Z , Li Y X , Chen J Y , Ji Y M , An T C . (2024). Oligomerization mechanism of methylglyoxal regulated by the methyl groups in reduced nitrogen species: implications for brown carbon formation. Environmental Science & Technology, 58(3): 1563–1576
|
| [52] |
Song Q , Huang L Y , Zhang Y N , Li Z Q , Wang S X , Zhao B , Yin D J , Ma M C , Li S Y , Liu B . et al. (2025). Driving factors of PM2.5 pollution rebound in North China plain in early 2023. Environmental Science & Technology, 12(3): 305–312
|
| [53] |
Tang X C , Price D , Praske E , Lee S A , Shattuck M A , Purvis-Roberts K , Silva P J , Asa-Awuku A , Cocker D R . (2013). NO3 radical, OH radical and O3-initiated secondary aerosol formation from aliphatic amines. Atmospheric Environment, 72: 105–112
|
| [54] |
Tao Y , Ye X N , Jiang S Q , Yang X , Chen J M , Xie Y Y , Wang R Y . (2016). Effects of amines on particle growth observed in new particle formation events. Journal of Geophysical Research: Atmospheres, 121(1): 324–335
|
| [55] |
Tong D , Chen J Y , Qin D D , Ji Y M , Li G Y , An T C . (2020). Mechanism of atmospheric organic amines reacted with ozone and implications for the formation of secondary organic aerosols. Science of the Total Environment, 737: 139830
|
| [56] |
Vandenboer T C , Petroff A , Markovic M Z , Murphy J G . (2011). Size distribution of alkyl amines in continental particulate matter and their online detection in the gas and particle phase. Atmospheric Chemistry and Physics, 11(9): 4319–4332
|
| [57] |
Wang J Y , Wang G H , Gao J , Wang H , Ren Y Q , Li J J , Zhou B H , Wu C , Zhang L , Wang S L . et al. (2017). Concentrations and stable carbon isotope compositions of oxalic acid and related SOA in Beijing before, during, and after the 2014 APEC. Atmospheric Chemistry and Physics, 17(2): 981–992
|
| [58] |
Wang Y H , Hou Z F , Ma J K , Zhang X T , Liu X , Wang Q Z , Chen C , Yang K Y , Meng J J . (2025). Seasonal variations and health risk evaluation of trace elements in atmospheric PM2.5 in Liaocheng, the North China plain. Atmosphere, 16(1): 72
|
| [59] |
Xie F , Su Y , Tian Y L , Shi Y J , Zhou X J , Wang P , Yu R H , Wang W , He J , Xin J Y . et al. (2023). The shifting of secondary inorganic aerosol formation mechanisms during haze aggravation: the decisive role of aerosol liquid water. Atmospheric Chemistry and Physics, 23(4): 2365–2378
|
| [60] |
Yang Y Y , Sun M G , Wu G R , Qi Y X , Zhu W Q , Zhao Y H , Zhu Y J , Li W S , Zhang Y J , Wang N N . et al. (2024). Characteristics of aerosol aminiums over a coastal city in North China: insights from the divergent impacts of marine and terrestrial influences. Science of the Total Environment, 918: 170672
|
| [61] |
Yao L , Wang M Y , Wang X K , Liu Y J , Chen H F , Zheng J , Nie W , Ding A J , Geng F H , Wang D F . et al. (2016). Detection of atmospheric gaseous amines and amides by a high-resolution time-of-flight chemical ionization mass spectrometer with protonated ethanol reagent ions. Atmospheric Chemistry and Physics, 16(22): 14527–14543
|
| [62] |
Yin S , Ge M F , Wang W G , Liu Z , Wang D X . (2011). Uptake of gas-phase alkylamines by sulfuric acid. Chinese Science Bulletin, 56(12): 1241–1245
|
| [63] |
Youn J S , Crosbie E , Maudlin L C , Wang Z , Sorooshian A . (2015). Dimethylamine as a major alkyl amine species in particles and cloud water: observations in semi-arid and coastal regions. Atmospheric Environment, 122: 250–258
|
| [64] |
Yun L J , Cheng C L , Yang S X , Wang Z H , Li M , Zhong Q E , Mao L Y , Liu S L , Cheng X Y , Chen D Y . et al. (2024). Mixing states and secondary formation processes of organic nitrogen-containing single particles in Guangzhou, China. Journal of Environmental Sciences, 138: 62–73
|
| [65] |
Zhang G H , Bi X H , Chan L Y , Li L , Wang X M , Feng J L , Sheng G Y , Fu J M , Li M , Zhou Z . (2012). Enhanced trimethylamine-containing particles during fog events detected by single particle aerosol mass spectrometry in urban Guangzhou, China. Atmospheric Environment, 55: 121–126
|
| [66] |
Zhang G H , Bi X H , Chan L Y , Wang X M , Sheng G Y , Fu J M . (2013). Size-segregated chemical characteristics of aerosol during haze in an urban area of the Pearl River Delta region, China. Urban Climate, 4: 74–84
|
| [67] |
Zhang G H , Lian X F , Fu Y Z , Lin Q H , Li L , Song W , Wang Z Y , Tang M J , Chen D H , Bi X H . et al. (2020). High secondary formation of nitrogen-containing organics (NOCs) and its possible link to oxidized organics and ammonium. Atmospheric Chemistry and Physics, 20(3): 1469–1481
|
| [68] |
Zhang W N , Zhong J , Shi Q J , Gao L , Ji Y M , Li G Y , An T C , Francisco J S . (2021). Mechanism for rapid conversion of amines to ammonium salts at the air–particle interface. Journal of the American Chemical Society, 143(2): 1171–1178
|
| [69] |
Zhang Y , Pei C L , Zhang J W , Cheng C L , Lian X F , Chen M B , Huang B , Fu Z , Zhou Z , Li M . (2023). Detection of polycyclic aromatic hydrocarbons using a high performance-single particle aerosol mass spectrometer. Journal of Environmental Sciences, 124: 806–822
|
| [70] |
Zhong Q E , Cheng C L , Li M , Yang S X , Wang Z H , Yun L J , Liu S L , Mao L Y , Fu Z , Zhou Z . (2022). Insights into the different mixing states and formation processes of amine-containing single particles in Guangzhou, China. Science of the Total Environment, 846: 157440
|
| [71] |
Zhong Q E , Cheng C L , Wang Z H , Li L , Li M , Ge D F , Wang L , Li Y Y , Nie W , Chi X G . et al. (2021). Diverse mixing states of amine-containing single particles in Nanjing, China. Atmospheric Chemistry and Physics, 21(23): 17953–17967
|
| [72] |
Zhou S Q , Li H W , Yang T J , Chen Y , Deng C R , Gao Y H , Chen C P , Xu J . (2019). Characteristics and sources of aerosol aminiums over the eastern coast of China: insights from the integrated observations in a coastal city, adjacent island and surrounding marginal seas. Atmospheric Chemistry and Physics, 19(16): 10447–10467
|
RIGHTS & PERMISSIONS
Higher Education Press 2026