供暖变化对石家庄PM2.5中PAHs赋存特征及来源的影响研究

王逸飞, 杨雪晶, 郭雨, 王冉, 姚波, 崔建升

中国环境科学 ›› 2026, Vol. 46 ›› Issue (2) : 646-656.

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中国环境科学 ›› 2026, Vol. 46 ›› Issue (2) : 646-656.
大气污染与控制

供暖变化对石家庄PM2.5中PAHs赋存特征及来源的影响研究

  • 王逸飞, 杨雪晶, 郭雨, 王冉, 姚波, 崔建升
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Study on the impact of heating changes on the distribution characteristics and sources of PAHs in PM2.5 in Shijiazhuang

  • WANG Yi-fei, YANG Xue-jing, GUO Yu, WANG Ran, YAO Bo, CUI Jian-sheng
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摘要

研究供暖变化对PM2.5中多环芳烃(PAHs)赋存特征和来源的影响对于城市大气污染控制具有重要意义.在供暖期与非供暖期间,分别在石家庄市区布设3个点位采集42个PM2.5样品,使用气相色谱-质谱联用仪(GC-MS/MS)测定了16种PAHs的浓度,并基于此对PAHs的浓度变化、来源和健康风险进行分析.结果表明,供暖期间与非供暖期间PAHs的平均浓度分别为13.97ng/m3和10.63ng/m3,苯并[a]芘(BaP)为主要污染物.PAHs与温度、湿度O3呈显著负相关,与PM2.5、PM10、SO2、NO2和CO呈显著正相关,并且得出温度、PM2.5和O3是影响供暖期前后PAHs浓度的主要因素;特征比值法和PMF源解析(PMF)均表明供暖期间PAHs的主要来源为交通排放源和煤-生物质燃烧源,非供暖期为交通排放源和石油类污染(包括油挥发和液体燃料燃烧),交通排放源为PAHs的主要贡献源; TrajStat模型分析发现PAHs主要污染源来自于西北方向,京津冀及河南地区为主要污染地区,供暖期间PAHs扩散条件较差;健康风险评估结果表明石家庄市区PM2.5中PAHs对成人及儿童均无风险,但儿童终身癌症风险值是成人的2倍,需引起注意.

Abstract

Studying the impact of heating changes on the occurrence characteristics and sources of polycyclic aromatic hydrocarbons (PAHs) in PM2.5 is of great significance for urban air pollution control. In this study, 42 PM2.5 samples were collected at three sites in the urban area of Shijiazhuang during the heating and non-heating seasons. The concentrations of 16 PAHs were determined using gas chromatography-tandem mass spectrometry (GC-MS/MS). Based on these data, the concentration changes, sources, and health risks of PAHs were analyzed. The results showed that the average concentrations of PAHs during the heating and non-heating seasons were 13.97ng/m3 and 10.63ng/m3, respectively, with benzo[a]pyrene (BaP) being the primary pollutant. PAHs exhibited significant negative correlations with temperature, humidity, and O3, and significant positive correlations with PM2.5, PM10, SO2, NO2, and CO. It was concluded that temperature, PM2.5, and O3 were the primary factors influencing PAH concentrations before and after the heating season. Both the characteristic ratio method and positive matrix factorization (PMF) source apportionment indicated that transportation emissions and coal-biomass combustion sources were the primary sources of PAHs during the heating season, while transportation emissions and petroleum-related pollution (including oil evaporation and liquid fuel combustion) were the primary sources during the non-heating season. Transportation emissions were the main contributor to PAHs. The TrajStat model analysis revealed that the primary pollution sources of PAHs originate from the northwest, with the Beijing-Tianjin-Hebei region and Henan Province being the main pollution areas, and PAH dispersion conditions were poor during the heating season. The health risk assessment results indicate that the PAHs in PM2.5 in Shijiazhuang city do not pose a risk to adults or children, but the lifetime cancer risk value for children is twice that for adults, warranting attention.

关键词

多环芳烃(PAHs) / PM2.5 / PMF源解析 / 特征比值法 / 后向轨迹 / 健康风险评价

Key words

polycyclic aromatic hydrocarbons (PAHs) / PM2.5 / PMF source analysis / feature ratio method / backward trajectory / health risk assessment

引用本文

导出引用
王逸飞, 杨雪晶, 郭雨, 王冉, 姚波, 崔建升. 供暖变化对石家庄PM2.5中PAHs赋存特征及来源的影响研究[J]. 中国环境科学. 2026, 46(2): 646-656
WANG Yi-fei, YANG Xue-jing, GUO Yu, WANG Ran, YAO Bo, CUI Jian-sheng. Study on the impact of heating changes on the distribution characteristics and sources of PAHs in PM2.5 in Shijiazhuang[J]. China Environmental Science. 2026, 46(2): 646-656
中图分类号: X513   

参考文献

[1] 安敏,王丽杰,滕明月,等.京津冀地区PM2.5与CO2的协同控制效应及调控因素研究[J].环境科学与技术, 2024,47(7):63-73. An M, Wang L J, Teng M Y, et al. Synergistic control effects and regulatory factors of PM2.5 and CO2 in the Beijing-Tianjin-Hebei region [J]. Environmental Science & Technology, 2024,47(7):63-73.
[2] Xue W, Zhang J, Zhong C, et al. Spatiotemporal PM2.5 variations and its response to the industrial structure from 2000 to 2018 in the Beijing-Tianjin-Hebei region [J]. Journal of Cleaner Production, 2021,279:123742.
[3] 柴明辰,徐国杰,甄钟秀,等.中天山PM2.5中重金属和多环芳烃污染特征、来源及健康风险评价[J].干旱区地理, 2025,48(3):391-404. Chai M C, Xu G J, Zhen Z X, et al. Pollution characteristics, sources, and health risk assessment of heavy metals and PAHs in PM2.5 in the Middle Tianshan Mountains [J]. Arid Land Geography, 2025,48(3): 391-404.
[4] Luan T, Guo X, Guo L, et al. Quantifying the relationship between PM2.5 concentration, visibility and planetary boundary layer height for long-lasting haze and fog-haze mixed events in Beijing [J]. Atmospheric Chemistry and Physics, 2018,18(1):203-225.
[5] Gu Y, Xu H, Feng R, et al. Insight into personal exposure characteristics and health effects of PM2.5 and PM0.25-bound PAHs and their derivatives with different heating ways in the Fenwei Plain, China [J]. Environmental Pollution, 2023,338:122699.
[6] Wang J, Zhao B, Wang S, et al. Particulate matter pollution over China and the effects of control policies [J]. Science of The Total Environment, 2017,584-585:426-447.
[7] Zhou A, Cao H, Liu J, et al. Urban and suburban variations in emission sources and quality-adjusted life year loss of PM2.5-bound PAHs in Beijing, China [J]. Journal of Cleaner Production, 2022,359: 132093.
[8] Shen G, Wang W, Yang Y, et al. Emission factors and particulate matter size distribution of polycyclic aromatic hydrocarbons from residential coal combustions in rural Northern China [J]. Atmospheric Environment, 2010,44(39):5237-5243.
[9] Cui M, Chen Y, Tian C, et al. Chemical composition of PM2.5 from two tunnels with different vehicular fleet characteristics [J]. Science of The Total Environment, 2016,550:123-132.
[10] Keyte I J, Albinet A, Harrison R M. On-road traffic emissions of polycyclic aromatic hydrocarbons and their oxy- and nitro- derivative compounds measured in road tunnel environments [J]. Science of The Total Environment, 2016,566-567:1131-1142.
[11] Armstrong B, Hutchinson E, Unwin J, et al. Lung cancer risk after exposure to polycyclic aromatic hydrocarbons: a review and meta- analysis [J]. Environmental Health Perspectives, 2004,112(9):970- 978.
[12] Zhao C, Wang Y, Su Z, et al. Respiratory exposure to PM2.5 soluble extract disrupts mucosal barrier function and promotes the development of experimental asthma [J]. Science of The Total Environment, 2020,730:139145.
[13] Kumar A, Ambade B, Sankar T K, et al. Source identification and health risk assessment of atmospheric PM2.5-bound polycyclic aromatic hydrocarbons in Jamshedpur, India [J]. Sustainable Cities and Society, 2020,52:101801.
[14] Kim M S, Lee S, Park M, et al. Region-specific characterization and ecotoxicity assessment of PAH compounds in winter PM2.5 from three capital cities in Northeast Asia [J]. Journal of Hazardous Materials, 2025,494:138536.
[15] Kamal A, Cincinelli A, Martellini T, et al. A review of PAH exposure from the combustion of biomass fuel and their less surveyed effect on the blood parameters [J]. Environmental Science and Pollution Research, 2015,22(6):4076-4098.
[16] Fu B, Li S, Lan S, et al. Air pollution of PM2.5-bound PAHs in urban Chongqing, China from 2015 to 2022: Concentration, source tracking and health risk [J]. Urban Climate, 2025,61:102483.
[17] 孙港立,吴丽萍,徐勃,等.淄博市供暖前后PM2.5中多环芳烃及其衍生物污染特征、来源及健康风险[J].环境科学, 2024,45(5): 2558-2570. Sun G L, Wu L P, Xu B, et al. Pollution characteristics, sources, and health risks of polycyclic aromatic hydrocarbons and their derivatives in PM2.5 before and after heating in Zibo City [J]. Environmental Science, 2024,45(5):2558-2570.
[18] 张夏夏,袁自冰,郑君瑜,等.大气污染物监测数据不确定度评估方法体系建立及其对PMF源解析的影响分析[J].环境科学学报, 2019, 39(1):95-104. Zhang X X, Yuan, Z B, Zheng J Y, et al. Establishment of an uncertainty assessment methodology system for air pollutant monitoring data and its impact on PMF source apportionment [J]. Acta Scientiae Circumstantiae, 2019,39(1):95-104.
[19] 赵恒,王体健,江飞,等.利用后向轨迹模式研究TRACE-P期间香港大气污染物的来源[J].热带气象学报, 2009,(2):181-186. Zhao H., Wang T J, Jiang F, et al. Study on the sources of atmospheric pollutants in Hong Kong during TRACE-P period using backward trajectory model [J]. Journal of Tropical Meteorology, 2009,25(2): 181-186.
[20] 甄晓龙,刘刚,李久海,等.南京化工园区道路尘中邻苯二甲酸酯的时空变化和风险评估[J].环境化学, 2020,(2):531-541. Zhen X L, Liu G, Li J H, et al. D. Spatiotemporal variations and risk assessment of phthalate esters in road dust from a chemical industrial park in Nanjing [J]. Environmental Chemistry, 2020,39(2):531-541.
[21] Ghanavati N, Nazarpour A, WATTS M J. Status, source, ecological and health risk assessment of toxic metals and polycyclic aromatic hydrocarbons (PAHs) in street dust of Abadan, Iran [J]. CATENA, 2019,177:246-259.
[22] Martuzevicius D, Kliucininkas L, Prasauskas T, et al. Resuspension of particulate matter and PAHs from street dust [J]. Atmospheric Environment, 2011,45(2):310-317.
[23] Ghanavati N, Nazarpour A, Watts M J. Status, source, ecological and health risk assessment of toxic metals and polycyclic aromatic hydrocarbons (PAHs) in street dust of Abadan, Iran [J]. CATENA, 2019,177:246-259.
[24] Han J, Liang Y, Zhao B, et al. Polycyclic aromatic hydrocarbon (PAHs) geographical distribution in China and their source, risk assessment analysis [J]. Environmental Pollution, 2019,251:312-327.
[25] Gregoris E, Argiriadis E, Vecchiato M, et al.. Gas-particle distributions, sources and health effects of polycyclic aromatic hydrocarbons (PAHs), polychlorinated biphenyls (PCBs) and polychlorinated naphthalenes (PCNs) in Venice aerosols [J]. (1879- 1026(Electronic)).
[26] 贺博文,聂赛赛,李仪琳,等.承德市PM2.5中多环芳烃的季节分布特征、来源解析及健康风险评价[J].环境科学, 2022,43(5):2343- 2354. He B W, Nie S S, Li Y L, et al. Seasonal Distribution Characteristics, Source Apportionment, and Health Risk Assessment of Polycyclic Aromatic Hydrocarbons in PM2.5 in Chengde City [J]. Environmental Science, 2022,43(5):2343-2354.
[27] 顾爱军,刘佳澍,罗世鹏,等.常州市大气PM2.5中PAHs污染特征及来源解析[J].环境科学, 2017,38(8):3110-3119. Gu A J, Liu J S, Luo S P, et al. Pollution Characteristics and Source Apportionment of PAHs in Atmospheric PM2.5 in Changzhou City [J]. Environmental Science, 2017,38(8):3110-3119.
[28] Larsen R K, Baker J E. Source Apportionment of Polycyclic Aromatic Hydrocarbons in the Urban Atmosphere: A Comparison of Three Methods [J]. Environmental Science & Technology, 2003,37(9):1873- 1881.
[29] 陈刚,周潇雨,吴建会,等.成都市冬季PM2.5中多环芳烃的源解析与毒性源解析[J].中国环境科学, 2015,35(10):3150-3156. Chen G, Zhou X Y, Wu J H., et al. Source apportionment and toxicity apportionment of polycyclic aromatic hydrocarbons in PM2.5 during winter in Chengdu [J]. China Environmental Science, 2015,35(10): 3150-3156.
[30] Kong S, Li X, Li L, et al. Variation of polycyclic aromatic hydrocarbons in atmospheric PM2.5 during winter haze period around 2014 Chinese Spring Festival at Nanjing: Insights of source changes, air mass direction and firework particle injection [J]. Science of The Total Environment, 2015,520:59-72.
[31] 唐大镜,孙成瑶,陈凤格,等.石家庄市采暖期与非采暖期PM2.5中多环芳烃的来源解析及健康风险评价[J].气象学报, 2022,80(3): 410-420. Tang D J, Sun C Y, Chen F G, et al. Source apportionment and health risk assessment of polycyclic aromatic hydrocarbons in PM2.5 during heating and non-heating periods in Shijiazhuang [J]. Acta Meteorologica Sinica, 2022,80(3):410-420.
[32] 马可婧,孙丽娟.兰州市PM2.5中多环芳烃的污染特征和来源解析[J].环境科学, 2023,44(11):5997-6006. Ma K J, Sun L J. Pollution characteristics and source analysis of polycyclic aromatic hydrocarbons in PM2.5 in Lanzhou City [J]. Environmental Science, 2023,44(11):5997-6006.
[33] Sun Y, Chen J, Qin W, et al. Gas-PM2.5 partitioning, health risks, and sources of atmospheric PAHs in a northern China city: Impact of domestic heating [J]. Environmental Pollution, 2022,313:120156.
[34] 王浥铭,齐安安,王鹏程,等.沿海农村地区大气PM2.5中多环芳烃(PAHs)季节污染特征、气象条件影响及健康风险评估[J].环境科学学报, 2022,42(10):91-99. Wang Y M, Qi A A, Wang P C, et al. Seasonal pollution characteristics, influence of meteorological conditions, and health risk assessment of polycyclic aromatic hydrocarbons (PAHs) in atmospheric PM2.5 in a coastal rural area [J]. Acta Scientiae Circumstantiae, 2022,42(10):91-99.
[35] Bi S, Cao H, Zang B, et al. PM2.5-bound PAHs near a typical industrial park: Determining health risks associated with specific industrial sources [J]. Atmospheric Environment, 2023,302:119715.
[36] 原安妮,王琨,齐虹.哈尔滨市道路机动车尾气排放清单及特征分析研究[J].环境科学与管理, 2018,43(7):53-58. Yuan A N, Wang K, Qi H. Motor vehicle exhaust emission inventory and characteristic analysis in Harbin City [J]. Environmental Science and Management, 2018,43(7):53-58.
[37] Hong Y, Xu X, Liao D, et al. Air pollution increases human health risks of PM2.5-bound PAHs and nitro-PAHs in the Yangtze River Delta, China [J]. Science of The Total Environment, 2021,770: 145402.
[38] Agudelo D M, Teixeira E C. Seasonal changes, identification and source apportionment of PAH in PM1.0 [J]. Atmospheric Environment, 2014,96:186-200.
[39] 张艺璇,曹芳,郑涵,等.2017年秋季长春市PM2.5中多环芳烃的污染来源及健康风险评价[J].环境科学, 2020,41(2):564-573. Zhang Y X, Cao F, Zheng H, et al. Pollution sources and health risk assessment of polycyclic aromatic hydrocarbons in PM2.5 during autumn 2017 in Changchun [J]. Environmental Science, 2020, 41(2):564-573.
[40] Mancilla Y, Mendoza A, Fraser M P, et al. Organic composition and source apportionment of fine aerosol at Monterrey, Mexico, based on organic markers [J]. Atmospheric Chemistry and Physics, 2016, 16(2):953-970.
[41] Ravindra K, Sokhi R, Van Grieken R. Atmospheric polycyclic aromatic hydrocarbons: Source attribution, emission factors and regulation [J]. Atmospheric Environment, 2008,42(13):2895- 2921.
[42] Chen Y, Bian S, Gao K, et al. Studies on the meso-sized selectivity of a novel organic/inorganic hybrid mesoporous silica membrane [J]. Journal of Membrane Science, 2014,457:9-18.
[43] Cui H, Lu Y, Zhou Y, et al. Spatial variation and driving mechanism of polycyclic aromatic hydrocarbons (PAHs) emissions from vehicles in China [J/OL]. Journal of Cleaner Production, 2022,336:130210.
[44] Liu J, Man R, Ma S, et al. Atmospheric levels and health risk of polycyclic aromatic hydrocarbons (PAHs) bound to PM2.5in Guangzhou, China [J]. Marine Pollution Bulletin, 2015,100(1): 134-143.
[45] Zheng L, Ou J, Liu M, et al. Seasonal and spatial variations of PM10-bounded PAHs in a coal mining city, China: Distributions, sources, and health risks [J]. Ecotoxicology and Environmental Safety, 2019,169:470-478.
[46] Wang L, Dong S, Liu M, et al. Polycyclic aromatic hydrocarbons in atmospheric PM2.5 and PM10 in the semi-arid city of Xi’an, Northwest China: Seasonal variations, sources, health risks, and relationships with meteorological factors [J]. Atmospheric Research, 2019,229: 60-73.
[47] Masih J, Dyavarchetty S, Nair A, et al. Concentration and sources of fine particulate associated polycyclic aromatic hydrocarbons at two locations in the western coast of India [J]. Environmental Technology & Innovation, 2019,13:179-188.
[48] Aydin Y M, Kara M, Dumanoglu Y, et al. Source apportionment of polycyclic aromatic hydrocarbons (PAHs) and polychlorinated biphenyls (PCBs) in ambient air of an industrial region in Turkey [J]. Atmospheric Environment, 2014,97:271-285.
[49] Yang H H, Lee W J, Chen S J, et al. PAH emission from various industrial stacks [J]. Journal of Hazardous Materials, 1998,60(2): 159-174.
[50] Zhang L, Dong L, Ren L, et al. Concentration and source identification of polycyclic aromatic hydrocarbons and phthalic acid esters in the surface water of the Yangtze River Delta, China [J]. Journal of Environmental Sciences, 2012,24(2):335-342.
[51] Jiang Y, Hu X, Yvex U J, et al. Status, source and health risk assessment of polycyclic aromatic hydrocarbons in street dust of an industrial city, NW China [J]. Ecotoxicology and Environmental Safety, 2014,106:11-18.

基金

河北省重大科技支撑计划项目(242S3601Z);中央引导地方科技发展资金项目(236Z4801G);河北省高等学校科学技术研究项目青年拔尖人才项目(BJK2022042)

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