Abstract
Ammonia (NH3) is a key precursor of fine particulate matter (PM2.5) in the air; however, its emission sources at different heights remain poorly understood in the Pearl River Delta (PRD) region of China. In this study, we simultaneously collected PM2.5 samples at three atmospheric heights (ground, 118 m, and 488 m) based on the atmospheric observatories of Canton Tower, the tallest structure in the PRD region. Our results showed that the average NH4+ concentrations were 2.7 ± 1.4, 3.0 ± 1.8, and 2.6 ± 1.7 µg/m3 at the ground site, 118 m, and 488 m during the sampling campaign, with no significant difference (p > 0.05) among the three heights. However, the stable nitrogen isotope composition values in NH4+ (δ15N-NH4+) displayed a significant correlation with height (p < 0.05). We further calculated the initial δ15N-NH3 values and performed source apportionments using the Bayesian Isotope Mixture Model. The results indicated that the mean contributions of agriculture, waste, vehicle, biomass burning, NH3 slip, and coal combustion were 9.9% ± 4.4%, 8.3% ± 5.5%, 29% ± 8.0%, 16% ± 2.2%, 25% ± 6.0%, and 12% ± 3.4%, respectively, at the ground site during the sampling campaign. By contrast, the contributions of sources at 488 m remained relatively stable due to the limited influence of local activities. Overall, our study highlights the dominant role of combustion sources in NH3 emissions in the PRD region, with their contribution being highly dependent on atmospheric height.
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References
Berner A H, David Felix J (2020). Investigating ammonia emissions in a coastal urban airshed using stable isotope techniques. Science of the Total Environment, 707: 134952
Bhattarai N, Wang S, Xu Q, Dong Z, Chang X, Jiang Y, Zheng H (2020). Sources of gaseous NH3 in urban Beijing from parallel sampling of NH3 and NH4+, their nitrogen isotope measurement and modeling. Science of the Total Environment, 747: 141361
Bokhoven C, Theeuwen H J (1966). Determination of the abundance of carbon and nitrogen isotopes in Dutch coals and natural gas. Nature, 211(5052): 927–929
Chang Y, Cheng K, Kuang Y, Hu Q, Gao Y, Huang R J, Huang C, Walters W W, Lehmann M F (2022). Isotopic variability of ammonia (δ15N-NH3) slipped from heavy-duty vehicles under real-world conditions. Environmental Science & Technology Letters, 9(9): 726–732
Chang Y, Zhang Y L, Kawichai S, Wang Q, Van Damme M, Clarisse L, Prapamontol T, Lehmann M F (2021). Convergent evidence for the pervasive but limited contribution of biomass burning to atmospheric ammonia in peninsular Southeast Asia. Atmospheric Chemistry and Physics, 21(9): 7187–7198
Chen Z, Pei C, Liu J, Zhang X, Ding P, Dang L, Zong Z, Jiang F, Wu L, Sun X, Zhou S, Zhang Y, Zhang Z, Zheng J, Tian C, Li J, Zhang G (2022). Non-agricultural source dominates the ammonium aerosol in the largest city of South China based on the vertical δ15N measurements. Science of the Total Environment, 848: 157750
David Felix J, Elliott E M, Gish T J, Mcconnell L L, Shaw S L (2013). Characterizing the isotopic composition of atmospheric ammonia emission sources using passive samplers and a combined oxidation-bacterial denitrifier approach. Rapid Communications in Mass Spectrometry, 27(20): 2239–2246
EEA (2023). European Union Emission Inventory Report 1990–2022—Under the UNECE Convention on Long-range Transboundary Air Pollution (Air Convention). Copenhagen, Denmark: EEA
Farren N J, Davison J, Rose R A, Wagner R L, Carslaw D C (2020). Underestimated ammonia emissions from road vehicles. Environmental Science & Technology, 54(24): 15689–15697
Felix J D, Berner A, Wetherbee G A, Murphy S F, Heindel R C (2023). Nitrogen isotopes indicate vehicle emissions and biomass burning dominate ambient ammonia across Colorado’s Front Range urban corridor. Environmental Pollution, 316: 120537
Feng S, Xu W, Cheng M, Ma Y, Wu L, Kang J, Wang K, Tang A, Collett J L Jr, Fang Y, et al. (2022). Overlooked nonagricultural and wintertime agricultural NH3 emissions in Quzhou County, North China Plain: evidence from 15N-stable isotopes. Environmental Science & Technology Letters, 9(2): 127–133
Feng X, Chen Y, Du H, Feng Y, Mu Y, Chen J (2023). Biomass burning is a non-negligible source for ammonium during winter haze episodes in rural North China: evidence from high time resolution 15N-stable isotope. Journal of Geophysical Research: Atmospheres, 128(3): e2022JD038012
Feryer H D (1978). Seasonal trends of NH4+ and NO3− nitrogen isotope composition in rain collected at Jiilich, Germany. Tellus, 30(1): 83–92
Gu B, Zhang L, Dingenen R V, Vieno M, Grinsven H J V, Zhang X, Zhang S, Chen Y, Wang S, Ren C, et al. (2021). Abating ammonia is more cost-effective than nitrogen oxides for mitigating PM2.5 air pollution. Science, 374(6568): 758–762
Heaton T H E (1987). 15N/14N ratios of nitrate and ammonium in rain at Pretoria, South Africa. Atmospheric Environment, 21(4): 843–852
Huang Z, Zhong Z, Sha Q, Xu Y, Zhang Z, Wu L, Wang Y, Zhang L, Cui X, Tang M, et al. (2021). An updated model-ready emission inventory for Guangdong Province by incorporating big data and mapping onto multiple chemical mechanisms. Science of the Total Environment, 769: 144535
Jiang F, Liu J, Cheng Z, Ding P, Xu Y, Zong Z, Zhu S, Zhou S, Yan C, Zhang Z, et al. (2022). Dual-carbon isotope constraints on source apportionment of black carbon in the megacity Guangzhou of the Pearl River Delta region, China for 2018 autumn season. Environmental Pollution, 294: 118638
Jiang F, Liu J, Cheng Z, Ding P, Zhu S, Yuan X, Chen W, Zhang Z, Zong Z, Tian C, et al. (2023). Quantitative evaluation for the sources and aging processes of organic aerosols in urban Guangzhou: insights from a comprehensive method of dualcarbon isotopes and macro tracers. Science of the Total Environment, 888: 164182
Kawashima H, Ono S (2019). Nitrogen isotope fractionation from ammonia gas to ammonium in particulate ammonium chloride. Environmental Science & Technology, 53(18): 10629–10635
Kawashima H, Yoshida O, Suto N (2023). Long-term source apportionment of ammonium in PM2.5 at a suburban and a rural site using stable nitrogen isotopes. Environmental Science & Technology, 57(3): 1268–1277
Li B, Chen L, Shen W, Jin J, Wang T, Wang P, Yang Y, Liao H (2021). Improved gridded ammonia emission inventory in China. Atmospheric Chemistry and Physics, 21(20): 15883–15900
Li L, Lollar B S, Li H, Wortmann U G, Lacrampe-Couloume G (2012). Ammonium stability and nitrogen isotope fractionations for NH4+-NH3(aq)-NH3(gas) systems at 20–70 °C and pH of 2–13: applications to habitability and nitrogen cycling in low-temperature hydrothermal systems. Geochimica et Cosmochimica Acta, 84: 280–296
Li M, Liu H, Geng G, Hong C, Liu F, Song Y, Tong D, Zheng B, Cui H, Man H, et al. (2017a). Anthropogenic emission inventories in China: a review. National Science Review, 4(6): 834–866
Li Y, Liu J, George C, Herrmann H, Gu M, Yang M, Wang Y, Mellouki A, Pan Y, Felix J D, et al. (2023). Apportioning atmospheric ammonia sources across spatial and seasonal scales by their isotopic fingerprint. Environmental Science & Technology, 57(43): 16424–16434
Li Y, Thompson T M, Van Damme M, Chen X, Benedict K B, Shao Y, Day D, Boris A, Sullivan A P, Ham J, et al. (2017b). Temporal and spatial variability of ammonia in urban and agricultural regions of northern Colorado, United States. Atmospheric Chemistry and Physics, 17(10): 6197–6213
Liu D, Fang Y, Tu Y, Pan Y (2014). Chemical method for nitrogen isotopic analysis of ammonium at natural abundance. Analytical Chemistry, 86(8): 3787–3792
Liu J, Ding P, Zong Z, Li J, Tian C, Chen W, Chang M, Salazar G, Shen C, Cheng Z, et al. (2018). Evidence of rural and suburban sources of urban haze formation in China: a case study from the Pearl River Delta region. Journal of Geophysical Research. Atmospheres, 123(9): 4712–4726
Nirmalkar J, Jung J, Han S, Dong Z, Xu Z, Fu P, Pavulari C M (2023). Chemistry of PM2.5 in haze events in two East Asian cities during winter–spring 2019. Atmospheric Environment, 293: 119457
Pan Y, Gu M, Song L, Tian S, Wu D, Walters W W, Yu X, Lü X, Ni X, Wang Y, et al. (2020). Systematic low bias of passive samplers in characterizing nitrogen isotopic composition of atmospheric ammonia. Atmospheric Research, 243: 105018
Pan Y, Tian S, Liu D, Fang Y, Zhu X, Zhang Q, Zheng B, Michalski G, Wang Y (2016). Fossil fuel combustion-related emissions dominate atmospheric ammonia sources during severe haze episodes: evidence from 15N-stable isotope in size-resolved aerosol ammonium. Environmental Science & Technology, 50(15): 8049–8056
Parnell A C, Inger R, Bearhop S, Jackson A L (2010). Source partitioning using stable isotopes: coping with too much variation. PLoS One, 5(3): e9672
Sahoo P, Sahu S K, Mangaraj P, Mishra A, Beig G, Gunthe S S (2024). Reporting of gridded ammonia emission and assessment of hotspots across India: a comprehensive study of 24 anthropogenic sources. Journal of Hazardous Materials, 479: 135557
Shao S, Zhang Y, Chang Y, Cao F, Lin Y, Mozaffar A, Hong Y (2020). Online characterization of a large but overlooked human excreta source of ammonia in China’s urban atmosphere. Atmospheric Environment, 230: 117459
Smirnoff A, Savard M M, Vet R, Simard M C (2012). Nitrogen and triple oxygen isotopes in near - road air samples using chemical conversion and thermal decomposition. Rapid Communications in Mass Spectrometry, 26(23): 2791–2804
Song L, Walters W W, Pan Y, Li Z, Gu M, Duan Y, Lü X, Fang Y (2021). 15N natural abundance of vehicular exhaust ammonia, quantified by active sampling techniques. Atmospheric Environment, 255: 118430
U.S.EPA (2023). EPA’s 2020 National Emissions Inventory and Trends Report. Washington, DC: U.S.EPA
Urey H C (1947). The thermodynamic properties of isotopic substances. Journal of the Chemical Society (Resumed), 1947(5): 562–581
Van Damme M, Clarisse L, Whitburn S, Hadji-Lazaro J, Hurtmans D, Clerbaux C, Coheur P F (2018). Industrial and agricultural ammonia point sources exposed. Nature, 564(7734): 99–103
Vo T, Christiansen A E (2024). Impact of recent agricultural ammonia increases on fine particulate matter burden over the Midwestern United States. ACS Earth & Space Chemistry, 8(11): 2209–2217
Walters W W, Chai J, Hastings M G (2019). Theoretical phase resolved ammonia–ammonium nitrogen equilibrium isotope exchange fractionations: applications for tracking atmospheric ammonia gas-to-particle conversion. ACS Earth & Space Chemistry, 3(1): 79–89
Walters W W, Karod M, Willcocks E, Baek B H, Blum D E, Hastings M G (2022). Quantifying the importance of vehicle ammonia emissions in an urban area of northeastern USA utilizing nitrogen isotopes. Atmospheric Chemistry and Physics, 22(20): 13431–13448
Walters W W, Song L, Chai J, Fang Y, Colombi N, Hastings M G (2020). Characterizing the spatiotemporal nitrogen stable isotopic composition of ammonia in vehicle plumes. Atmospheric Chemistry and Physics Discussion, 20(19): 11551–11567
Wang W, Gao Y, Shao L, Fan C, Li X, Li Y, Liu M, Zhou X (2023a). Chemical compositions and possible transportation of PM2.5 during two haze periods in a coastal city of the North China Plain. Geological Journal, 58(12): 4417–4427
Wang Y, Liu J, Jiang F, Chen Z, Wu L, Zhou S, Pei C, Kuang Y, Cao F, Zhang Y, et al. (2023b). Vertical measurements of stable nitrogen and oxygen isotope composition of fine particulate nitrate aerosol in Guangzhou city: source apportionment and oxidation pathway. Science of the Total Environment, 865: 161239
Weagle C L, Snider G, Li C, Van Donkelaar A, Philip S, Bissonnette P, Burke J, Jackson J, Latimer R, Stone E, et al. (2018). Global sources of fine particulate matter: interpretation of PM2.5 chemical composition observed by SPARTAN using a global chemical transport model. Environmental Science & Technology, 52(20): 11670–11681
Wei Y, Tian X, Huang J, Wang Z, Huang B, Liu J, Gao J, Liang D, Yu H, Feng Y, et al. (2023). New insights into the formation of ammonium nitrate from a physical and chemical level perspective. Frontiers of Environmental Science & Engineering, 17(11): 137
Wu L, Ren H, Wang P, Chen J, Fang Y, Hu W, Ren L, Deng J, Song Y, Li J, et al. (2019). Aerosol ammonium in the urban boundary layer in Beijing: insights from nitrogen isotope ratios and simulations in summer 2015. Environmental Science & Technology Letters, 6(7): 389–395
Wu L, Wang P, Zhang Q, Ren H, Shi Z, Hu W, Chen J, Xie Q, Li L, Yue S, et al. (2024). Dominant contribution of combustion-related ammonium during haze pollution in Beijing. Science Bulletin, 69(7): 978–987
Xiao H W, Wu J F, Luo L, Liu C, Xie Y J, Xiao H (2020). Enhanced biomass burning as a source of aerosol ammonium over cities in central China in autumn. Environmental Pollution, 266: 115278
Xu W, Zhao Y, Wen Z, Chang Y, Pan Y, Sun Y, Ma X, Sha Z, Li Z, Kang J J S B, et al. (2022). Increasing importance of ammonia emission abatement in PM2.5 pollution control. Science Bulletin, 67(17): 1745–1749
Yue D, Zhong L, Zhang T, Shen J, Zhou Y, Zeng L, Dong H, Ye S (2015). Pollution properties of water-soluble secondary inorganic ions in atmospheric PM2.5 in the Pearl River Delta Region. Aerosol and Air Quality Research, 15(5): 1737–1747
Zhang Y, Benedict K B, Tang A, Sun Y, Fang Y, Liu X (2020). Persistent nonagricultural and periodic agricultural emissions dominate sources of ammonia in urban Beijing: evidence from 15N stable isotope in vertical profiles. Environmental Science & Technology, 54(1): 102–109
Zhang Y, Ma X, Tang A, Fang Y, Misselbrook T, Liu X (2023). Source apportionment of atmospheric ammonia at 16 sites in China using a Bayesian isotope mixing model based on δ15N-NHx signatures. Environmental Science & Technology, 57(16): 6599–6608
Zhang Y, Tang A, Wang D, Wang Q, Benedict K, Zhang L, Liu D, Li Y, Collett J L Jr, Sun Y, et al. (2018). The vertical variability of ammonia in urban Beijing, China. Atmospheric Chemistry and Physics, 18(22): 16385–16398
Zheng M, Wang Y, Yuan L, Chen N, Kong S (2022). Ambient observations indicating an increasing effectiveness of ammonia control in wintertime PM2.5 reduction in Central China. Science of the Total Environment, 824: 153708
Acknowledgements
This study was supported by the National Natural Science Foundation of China (No. 42230602), the National Key Research and Development Program of China (No. 2022YFC3700602), and the Guang Dong Basic and Applied Basic Research Foundation (China) (No. 2024B1515040026).
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• The NH4+ concentrations showed no significant differences at different altitudes.
• The δ15N-NH4+ values decreased with increasing altitude in urban areas.
• Combustion source was the largest emitter for NH3 in the PRD region.
• The contributions of different sources to NH3 vary with height.
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He, M., Liu, J., Pei, C. et al. Combustion-related activities dominate atmospheric ammonia in the Pearl River Delta region, China. Front. Environ. Sci. Eng. 19, 77 (2025). https://doi.org/10.1007/s11783-025-1997-4
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DOI: https://doi.org/10.1007/s11783-025-1997-4