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Environmental problems - Chemical approaches
RESEARCH ARTICLE (Open Access)

Characterisation and source apportionment of chemical components in fine particulate matter from atmosphere in two districts of Lanzhou City

Qin Cui https://orcid.org/0009-0007-9328-5541 A * , Jianyun Sun A * , Yufang Fan B and Yongjun Li C
+ Author Affiliations
- Author Affiliations

A Gansu Provincial Center for Disease Control and Prevention, 335 Duanjiatan Road, Lanzhou, 730020, PR China.

B Public Health Department, Gansu Provincial Center for Disease Control and Prevention, Lanzhou, PR China.

C Laboratory of Chemistry, Gansu Provincial Center for Disease Control and Prevention, Lanzhou, PR China.

* Correspondence to: haoqin3344@163.com, wxf0616@163.com

Handling Editor: Noel Aquilina

Environmental Chemistry 21, EN24057 https://doi.org/10.1071/EN24057
Submitted: 28 July 2024  Accepted: 27 October 2024  Published: 13 December 2024

© 2024 The Author(s) (or their employer(s)). Published by CSIRO Publishing. This is an open access article distributed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (CC BY-NC-ND)

Abstract

Environmental context

Exploring the characterisation and sources of the chemical composition of fine particulate matter in the atmosphere is critical to human health. The main sources of PM2.5 in Lanzhou City are dust, secondary pollution, industry, biomass burning, traffic and coal combustion. In Chengguan District, dust sources are the most significant contributors, whereas secondary pollution sources are dominant in Xigu District. This provides directions and ideas for future local ecological environment management, especially air pollution.

Rationale

The characterisation and sources of the chemical composition of fine particulate matter in the atmosphere are of critical importance to the environment and human health. As the capital of Gansu Province with a population of more than 4 million people, and being one of important industrial cities in western China, it is of importance to study the characterisation and sources of atmospheric fine particulate matter chemical constituents in Lanzhou City.

Methodology

In this study, monitoring was carried out from January 2018 to June 2022 in Chengguan and Xigu Districts, and a total of 702 valid samples were collected. Measurements included PM2.5 mass concentrations, water-soluble ions, metals, metalloids and polycyclic aromatic hydrocarbons (PAHs) in both districts.

Results

The results showed that PM2.5 mass concentrations in both districts exhibited a decreasing trend throughout the study period, with seasonal variations characterised as high in winter and spring, and low in summer and autumn. The concentration of water-soluble ions follows the order of SO42− > NO3 > NH4+ > Cl, with a seasonal distribution pattern of winter > autumn > spring > summer (P < 0.05). The concentrations of metals and metalloids were higher in Xigu District than in Chengguan District, following a seasonal pattern of spring > winter > autumn > summer (P < 0.05). PAHs concentrations were significantly higher in Chengguan District than in Xigu District (P < 0.05), with a seasonal pattern of being high in winter and low in summer (P < 0.05).

Discussion

The main sources of PM2.5 in Lanzhou City comes from dust, secondary pollution, industry, biomass burning, traffic and coal combustion. Dust sources were the most significant contributors in Chengguan District (37.6%), whereas secondary pollution sources were predominant in Xigu District (40.9%). This provides the latest research evidence exploring feasible pollution reduction pathways for Lanzhou to achieve cleaner skies. The results provide valuable insights and a scientific basis for the prevention and control of atmospheric PM2.5 pollution in Lanzhou City.

Keywords: chemical composition characteristics, fine particulate matter, Lanzhou City, metals and metalloids, polycyclic aromatic hydrocarbons, positive matrix factorisation, source apportionment, water-soluble ions.

References

Bowe B, Xie Y, Yan Y, Al-Aly Z (2019) Burden of cause – specific mortality associated with PM2.5 air pollution in the United States. JAMA Network Open 2(11), e1915834.
| Crossref | Google Scholar | PubMed |

Canterbury A, Echouffo-Tcheugui JB, Shpilsky D, Aiyer A, Reis SE, Erqou S (2020) Association between cumulative social risk, particulate matter environmental pollutant exposure, and cardiovascular disease risk. BMC Cardiovascular Disorders 20, 76.
| Crossref | Google Scholar | PubMed |

Cao N, Huang XM, Zhu Y, Liu H (2019) 西安冬季重污染过程PM2.5理化特征及来源解析 [Physicochemical characteristics and source analysis of PM2.5 during winter heavy pollution in Xi’an]. 中国环境科学 [China Environmental Science] 39(1), 32-39 [In Chinese].
| Crossref | Google Scholar |

Chen WC (2018) 杭州地区大气颗粒物污染特征与来源解析 [Pollution characteristics and source apportionment of ambient particulate matter in Hangzhou, Yangtze River Delta of China]. PhD dissertation, Zhejiang University, Hangzhou, PR China.

Cheng Y, Liu X, Xia Z, Li Y, Sun J (2021) 2015—2018年兰州市两区大气PM2.5中10种金属和类金属元素浓度变化 [Concentration changes of ten metal and metalloid elements in atmospheric PM2.5 in two districts of Lanzhou City from 2015 to 2018.]. 卫生研究 [Journal of Hygiene Research] 50(1), 79-85 [In Chinese].
| Crossref | Google Scholar | PubMed |

Chinese Research Academy of Environmental Sciences (2012) GB 3095-2012. 中国环境空气质量标准 [‘Ambient Air Quality Standard.’] (中国环境科学出版社 [China Environmental Science Press]: Beijing, PR China) Available at https://www.mee.gov.cn/ywgz/fgbz/bz/bzwb/dqhjbh/dqhjzlbz/201203/W020120410330232398521.pdf

Cui Y, Ji D, Chen H, Gao M, Maenhaut W, He J, Wang Y (2019) Characteristics and sources of hourly trace elements in airborne fine particles in urban Beijing, China. Journal of Geophysical Research: Atmospheres 124(21), 11595-11613.
| Crossref | Google Scholar |

Department of Ecology and Environment of Gansu Province (2018) 2018年甘肃省生态环境状况公报 [Gansu Province Ecological Environment Bulletin 2018]. (甘肃省生态环境厅 [Department of Ecology and Environment of Gansu Province]: Lanzhou City, PR China) Available at https://sthj.gansu.gov.cn/sthj/c114873/201906/d080c44dce6343f6b00f7c5890c70438.shtml

Department of Ecology and Environment of Gansu Province (2019) 2019年甘肃省生态环境状况公报 [Gansu Province Ecological Environment Bulletin 2019]. (甘肃省生态环境厅 [Department of Ecology and Environment of Gansu Province]: Lanzhou City, PR China) Available at https://sthj.gansu.gov.cn/sthj/c114873/202006/401887274c6446b9b7c9c9aa6be7507f.shtml

Department of Ecology and Environment of Gansu Province (2020) 2020年甘肃省生态环境状况公报 [Gansu Province Ecological Environment Bulletin 2020]. (甘肃省生态环境厅 [Department of Ecology and Environment of Gansu Province]: Lanzhou City, PR China) Available at https://sthj.gansu.gov.cn/sthj/c114873/202106/1782239.shtml

Department of Ecology and Environment of Gansu Province (2021) 2021年甘肃省生态环境状况公报 [Gansu Province Ecological Environment Bulletin 2021]. (甘肃省生态环境厅 [Department of Ecology and Environment of Gansu Province]: Lanzhou City, PR China) Available at https://sthj.gansu.gov.cn/sthj/c114873/202206/2060986.shtml

Department of Ecology and Environment of Gansu Province (2022) 2022年甘肃省生态环境状况公报 [Gansu Province Ecological Environment Bulletin 2022]. (甘肃省生态环境厅 [Department of Ecology and Environment of Gansu Province]: Lanzhou City, PR China) Available at https://sthj.gansu.gov.cn/sthj/c114873/202306/169872567.shtml

Dong Z, Jiang N, Wang J, Li LP, Guo MM, Zhang RQ (2020) 郑州市大气PM2.5中多环芳烃的污染特征及健康风险评价 [Pollution characterisation and health risk assessment of PM2.5-bound PAHs in ambient air in Zhengzhou.]. 郑州大学学报(理学版) [Journal of Zhengzhou University (Natural Science Edition)] 52(2), 108-113 [In Chinese].
| Crossref | Google Scholar |

Feng YP, Wang S, Xu JY, Liu D, Yao B, Wang Y, Cui J (2020) 承德市细颗粒物水溶性无机离子特征及解析 [Characteristics and source apportionment of water-soluble inorganic ions in atmospheric fine particles in Chengde.]. 环境化学 [Environmental Chemistry] 39(12), 3353-3361 [In Chinese].
| Google Scholar |

Gao XD, Li HJ (2020) 兰州市大气污染治理成效的初步分析 [Preliminary analysis of the effect of air pollution control in Lanzhou City.]. 农业灾害研究 [Journal of Agricultural Catastropholgy] 10(4), 69-70 [In Chinese].
| Crossref | Google Scholar |

Groma V, Alföldy B, Börcsök E, Czömpöly O, Füri P, Kéri AH, et al. (2022) Sources and health effects of fine and ultrafine aerosol particles in an urban environment. Atmospheric Pollution Research 13(2), 101302.
| Crossref | Google Scholar |

He M, Wang N, Long X, Zhang C, Ma C, Zhong Q, et al. (2019) Antimony speciation in the environment: recent advances in understanding the biogeochemical processes and ecological effects. Journal of Environmental Sciences 75, 14-39.
| Crossref | Google Scholar | PubMed |

Hodas N, Turpin BJ, Lunden MM, Baxter LK, Özkaynak H, Burke J, et al. (2013) Refined ambient PM2.5 exposure surrogates and the risk of myocardial infarction. Journal of Exposure Science & Environmental Epidemiology 23(6), 573-580.
| Crossref | Google Scholar | PubMed |

Jiang HM, Li ZQ, Zhang X, Wang FT, Zhou X, Wang FL, Zhang YF, Zheng CY, Song MY, Chen TT (2021) 兰州市冬夏季大气PM2.5化学组分特征及来源分析 [Chemical components characteristics and source analysis of PM2.5 over Lanzhou City in winter and summer.]. 环境科学学报 [Journal of Environmental Science] 41, 1690-1702 [In Chinese].
| Crossref | Google Scholar |

Jiang P, Yang J, Huang C, Liu H (2018) The contribution of socioeconomic factors to PM2.5 pollution in urban China. Environmental Pollution 233, 977-985.
| Crossref | Google Scholar | PubMed |

Jiang QJ, Li YY, Hu XX, Lu B, Tao S, Wang R (2013) 太原市多环芳烃(PAHs)排放清单与分布特征分析 [Estimation of annual emission and distribution characteristics of polycyclic aromatic hydrocarbons (PAHs) in Taiyuan.]. 中国环境科学 [China Environmental Science] 33(1), 14-20 [In Chinese].
| Crossref | Google Scholar |

Künzli N, Jerrett M, Garcia-Esteban R, Basagaña X, Beckermann B, Gilliland F, Medina M, Peters J, Hodis HN, Mack WJ (2010) Ambient air pollution and the progression of atherosclerosis in adults. PLoS ONE 5(2), e9096.
| Crossref | Google Scholar | PubMed |

Lepeule J, Laden F, Dockery D, Schwartz J (2012) Chronic exposure to fine particles and mortality: an extended follow-up of the Harvard Six Cities study from 1974 to 2009. Environmental Health Perspectives 120(7), 965-970.
| Crossref | Google Scholar | PubMed |

Li DY, Qi XB, Wu J, Huang SF, Wang M, Sha CY, Shen C (2021) 大型石化企业邻近区域大气沉降中多环芳烃赋存特征及源解析 [Distribution characteristics and source apportionment of polycyclic aromatic hydrocarbons in atmospheric deposition in areas adjacent to a large petrochemical enterprise.]. 环境科学 [Environmental Science] 42(1), 106-113 [In Chinese].
| Crossref | Google Scholar | PubMed |

Li SW, Chang M, Li H, Cui XY, Ma LQ (2020) Chemical compositions and source apportionment of PM2.5 during clear and hazy days: seasonal changes and impacts of Youth Olympic Games. Chemosphere 256, 127163.
| Crossref | Google Scholar |

Li YH, Rao ZG, Tan JH, Duan JC, Ma YL, He KB (2016) 兰州大气细颗粒物中多环芳烃污染特征及来源分析 [Pollution characteristics and sources analysis of polycyclic aromatic hydrocarbons in atmospheric fine particulate matter in Lanzhou City.]. 环境科学 [Environmental Science] 37(7), 2428-2435 [In Chinese].
| Crossref | Google Scholar | PubMed |

Li Z, Wen Q, Zhang R (2017) Sources, health effects and control strategies of indoor fine particulate matter (PM2.5): a review. Science of The Total Environment 586, 610-622.
| Crossref | Google Scholar | PubMed |

Liang CS, Duan FK, He KB, Ma YL (2016) Review on recent progress in observations, source identifications and countermeasures of PM2.5. Environment International 86, 150-170.
| Crossref | Google Scholar | PubMed |

Lin Y, Yang X, Li Y, Yao S (2020) The effect of forest on PM2.5 concentrations: a spatial panel approach. Forest Policy and Economics 118, 102261.
| Crossref | Google Scholar |

Lu F, Xu D, Cheng Y, Dong S, Guo C, Jiang X, Zheng X (2015) Systematic review and meta-analysis of the adverse health effects of ambient PM2.5 and PM10 pollution in the Chinese population. Environmental Research 136, 196-204.
| Crossref | Google Scholar | PubMed |

Ma KJ, Sun LJ (2023) 兰州市PM2.5中多环芳烃的污染特征和来源解析 [Characterisation and source apportionment of polycyclic aromatic hydrocarbons in PM2.5 in Lanzhou.]. 环境科学 [Environmental Science] 44(11), 5997-6006 [In Chinese].
| Crossref | Google Scholar | PubMed |

Meng Z, Lei P, Zhang T, Ding Y, Chang F (2020) 2016—2018年西安市两城区PM2.5中金属和类金属元素污染特征及来源 [Pollution characteristics and source analysis of metal and metalloid elements in PM2.5 in two districts of Xi’an City from 2016 to 2018.]. 卫生研究 [Journal of Hygiene Research] 49(3), 416-421 [In Chinese].
| Crossref | Google Scholar | PubMed |

Ministry of Ecology and Environment (2011) 中华人民共和国国家环境保护标准 [National Environmental Protection Standards of the People’s Republic of China] HJ 618-2011. 代替GB 6921-86 [Replaces: GB 6921-86] 环境空气 PM10和PM2.5的测定 重量法 Determination of Ambient air PM10 and PM2.5 of gravimetric method. (中国环境科学出版社 [China Environmental Science Press]: Beijing, PR China) Available at https://www.mee.gov.cn/ywgz/fgbz/bz/bzwb/jcffbz/201109/W020120130460791166784.pdf

Ministry of Ecology and Environment (2013a) 中华人民共和国国家环境保护标准 [National Environmental Protection Standards of the People’s Republic of China] HJ 657-2013. 空气和废气 颗粒物中铅等金属元素的测定 电感耦合等离子体质谱法 Ambient air and stationary source emission – determination of metals in ambient particulate matter – inductively coupled plasma/mass spectrometry (ICP-MS). (中国环境科学出版社 [China Environmental Science Press]: Beijing, PR China) Available at https://www.mee.gov.cn/ywgz/fgbz/bz/bzwb/jcffbz/201308/W020130820360019796077.pdf

Ministry of Ecology and Environment (2013b) 中华人民共和国国家环境保护标准 [National Environmental Protection Standards of the People’s Republic of China] HJ 647-2013. 环境空气和废气 气相和颗粒物中多环芳烃的测定 高效液相色谱法 Ambient air and stationary source emission – determination of gas and particle-phase polycyclic aromatic hydrocarbons – high performance liquid chromatography. (中国环境科学出版社 [China Environmental Science Press]: Beijing, PR China) Available at https://www.mee.gov.cn/ywgz/fgbz/bz/bzwb/jcffbz/201306/W020130608556228038217.pdf

Ministry of Ecology and Environment (2016a) 中华人民共和国国家环境保护标准 [National Environmental Protection Standards of the People’s Republic of China] HJ 799-2016. 环境空气 颗粒物中水溶性阴离子 (F, Cl, Br, NO2, NO3, PO43–, SO32–, SO42–) 的测定 离子色谱法 Ambient air – determination of the water soluble anions (F, Cl, Br, NO2–, NO3–, PO43–, O32–, SO42–) from atmospheric particles – ion chromatography. (中国环境科学出版社 [China Environmental Science Press]: Beijing, PR China) Available at https://www.mee.gov.cn/ywgz/fgbz/bz/bzwb/jcffbz/201605/W020160519531058998154.pdf

Ministry of Ecology and Environment (2016b) 中华人民共和国国家环境保护标准 [National Environmental Protection Standards of the People’s Republic of China] HJ 800-2016. 环境空气 颗粒物中水溶性阳离子(Li+, Na+, NH4+, K+, Ca2+, Mg2+)的测定 离子色谱法 Ambient air – determination of water soluble cations (Li+, Na+, NH4+, K+, Ca2+, Mg2+) from atmospheric particles – ion chromatography. (中国环境科学出版社 [China Environmental Science Press]: Beijing, PR China) Available at https://www.mee.gov.cn/ywgz/fgbz/bz/bzwb/jcffbz/201605/W020160519529912052417.pdf

Peng J, Dong FQ, Huo TT, Li HL, Li DK (2020) 中国北方典型中小盆地城市大气颗粒物污染特征及趋势对比 [Pollution characteristics and trend comparison of atmospheric particles in the typical small–medium basin cities of northern China.]. 岩石矿物学杂志 [Journal of Petrology and Mineralogy] 39(1), 105-112 [In Chinese].
| Crossref | Google Scholar |

Saide PE, Carmichael GR, Spak SN, Gallardo L, Osses AE, Mena-Carrasco MA, Pagowski M (2011) Forecasting urban PM10 and PM2.5 pollution episodes in very stable nocturnal conditions and complex terrain using WRF–Chem CO tracer model. Atmospheric Environment 45(16), 2769-2780.
| Crossref | Google Scholar |

Shi J, Zhao C, Wang Z, Pang X, Zhong Y, Han X, Ning P (2021) Chemical composition and source apportionment of PM2.5 in a border city in southwest China. Atmosphere 13(1), 7.
| Crossref | Google Scholar |

Wang L, Dong S, Liu M, Tao W, Xiao B, Zhang S, et al. (2019) 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. Atmospheric Research 229, 60-73.
| Crossref | Google Scholar |

Wang LL, Liu XJ, Li D, Sun YQ (2022) 黄河流域PM2.5时空特征及驱动因素 [Spatial–temporal characteristics and drivers of PM2.5 in the Yellow River Basin.]. 兰州大学学报(自然科学版) [Journal of Lanzhou University (Natural Sciences)] 58(4), 427-442 [In Chinese].
| Crossref | Google Scholar |

Wang X, Nie Y, Chen H, Wang B, Huang T, Xia DS (2016) 兰州城区大气 PM2.5污染特征及来源解析 [Pollution characteristics and source apportionment of PM2.5, in Lanzhou City.]. 环境科学 [Environmental Science] 37(5), 1619-1628 [In Chinese].
| Crossref | Google Scholar | PubMed |

Wei QZ, Wang YH, Li S, Luo B, Jia Q, Jia L, Zhao H, Yuan XR, Niu JP (2017) 基于PCA-MLR模型的兰州市大气PM2.5污染来源解析 [The source apportionment of PM2.5 based on PCA-MLR model in Lanzhou City.]. 环境卫生学杂志 [Journal of Environmental Hygiene] 7(4), 267-273 [In Chinese].
| Crossref | Google Scholar |

Xu A, Mao Y, Su Y, Shi M, Li X, Chen Z, Qi S (2021) Characterization, sources and risk assessment of PM2.5-bound polycyclic aromatic hydrocarbons (PAHs) in Huanggang City, central China. Atmospheric Environment 252, 118296.
| Crossref | Google Scholar |

Yang YP, Chen Q, Meng XH, Sun J, Wang LN, Tao HJ, Yang LL (2022) 兰州市夏季挥发性有机物污染特征及来源解析 [Summer pollution characteristics and sources of volatile organic compounds in Lanzhou.]. 环境科学 [Environmental Science] 43(12), 5442-5452 [In Chinese].
| Crossref | Google Scholar |

Zhang L (2021) 2021年春季兰州市典型沙尘天气空气质量特征研究 [Study on air quality characteristics of typical dust weather in Lanzhou in spring of 2021.]. 区域治理 [Regional Governance] 24, 35-45 [In Chinese].
| Crossref | Google Scholar |

Zhang GZ, Li DD, Yue YL, Liu PF (2021) 兰州西固区PM2.5和烷醇类分布特征及其与气象因素相关性分析 [The distribution characteristics of PM2.5, alkanol and their correlation with meteorological factors in Xigu District of Lanzhou.]. 兰州理工大学学报 [Journal of Lanzhou University of Technology] 47(02), 65-71 [In Chinese].
| Crossref | Google Scholar |

Zhang S, Han L, Zhou W, Li WF (2016) 城市规模对大气污染物NO2和PM2.5浓度的影响 [Impact of urban population on concentrations of nitrogen dioxide (NO2) and fine particles (PM2.5) in China.]. 生态学报 [Chinese Ecological Journal] 36(16), 5049-5057 [In Chinese with title, author list, keywords and abstract in Chinese and English].
| Crossref | Google Scholar |

Zhang W, Liu B, Zhang Y, Li Y, Sun X, Gu Y, et al. (2020) A refined source apportionment study of atmospheric PM2.5 during winter heating period in Shijiazhuang, China, using a receptor model coupled with a source-oriented model. Atmospheric Environment 222, 117157.
| Crossref | Google Scholar |

Zhang Y, Liu LW, Ning GC, Wang SG, Shang KZ, Zhao WJ (2015) 兰州市大气污染物的分布特征及其对人体健康的影响 [Distribution characteristics of atmospheric pollutants and their effects on human health in Lanzhou City.]. 卫生研究 [Journal of Hygiene Research] 44(5), 723-729 [In Chinese].
| Crossref | Google Scholar | PubMed |

Zheng M, Zhang YJ, Yan CQ, Zhu X, Schauer JJ, Zhang Y (2014) 中国PM2.5来源解析方法综述 [Review of PM2.5 source apportionment methods in China.]. 北京大学学报(自然科学版) [Journal of Natural Sciences of Peking University] 50(6), 1141-1154 [In Chinese].
| Crossref | Google Scholar |

Zhou JX (2021) 南昌市PM2.5的组分特征及来源解析 [Characteristics and sources of PM2.5 component in Nanchang]. PhD dissertation, Nanchang University, Nanchang, PR China. [In Chinese] 10.27232/d.cnki.gnchu.2021.002874