Abstract
Purpose
Much attention has been paid to anthropogenic activities in the metropolitan zone and associated with their organic pollutants i.e. polycyclic aromatic hydrocarbons (PAHs) discharge. This work aims to explore the impact factors, sources, and cancer risks of soil PAHs from the northern Taihu Basin, China, providing worthwhile information for soil remediation and health risk management.
Materials and methods
In this study, soil samples were collected from 43 residential areas in the northern Taihu Basin of the Yangtze River Delta. Determination of 16 PAHs performed by gas chromatography-mass spectrometry. The primary sources of PAHs were discriminated by a positive matrix decomposition (PMF) model and the contributions were quantitatively evaluated. The health risk of PAHs was assessed by the increased lifetime cancer risk (ILCR) model.
Results and discussion
Results showed that the PAH concentration ranged from 87.15 − 947.02 ng g−1, and the compounds were mainly composed of 4–6-ring monomers, accounting for 84.11%. The soil erosion-derived input of PAHs from land to water was determined to be 15.27 kg yr−1. Source identification of PAHs by the PMF model revealed a 50.96% contribution of vehicle emission, 34.07% of coke and coal combustion, and 14.97% of the petroleum-derived source. The correlation analysis indicated that the distance from the nearest trunk road was the key factor influencing PAHs value in soils, followed by coal/coke consumption and the age of the residential area. The changes in TOC and TN contents greatly affected the adsorption of PAHs. The ILCR value was in a range of (1.09–34.00) × 10−6.
Conclusions
The highest concentrations of PAHs in soils were found in the oldest urban district. PAHs in sediments are caused by soil erosion attributing approximately 10% of the total sediments in the northern Taihu Basin. Vehicle emissions were the dominant sources. The total ILCR value ranged from 10–6 to 10–4, reflecting that potential risks would occur occasionally for residents exposed to soil PAHs, with higher cancer risk for adults, and food ingestion was the dominant exposure pathway.
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References
Ambade B, Kumar A, Kumar A, Sahu LK (2022) Temporal variability of atmospheric particulate-bound polycyclic aromatic hydrocarbons (PAHs) over central east India: sources and carcinogenic risk assessment. Air Qual Atmos Health 15:115–130. https://doi.org/10.1007/s11869-021-01089-5
Ambade B, Sahu KA, LK, (2021) Characterization and health risk assessment of particulate bound polycyclic aromatic hydrocarbons (PAHs) in indoor and outdoor atmosphere of Central East India. Environ Sci Pollut Res 28:56269–56280. https://doi.org/10.1007/s11356-021-14606-x
Ambade B, Sethi SS, Chintalacheruvu MR (2023) Distribution, risk assessment, and source apportionment of polycyclic aromatic hydrocarbons (PAHs) using positive matrix factorization (PMF) in urban soils of East India. Environ Geochem Health 45:491–505. https://doi.org/10.1007/s10653-022-01223-x
Balcioğlu EB, Çevik FE, Aksu A (2021) Source Determination and Seasonal Distribution of Polycyclic Aromatic Hydrocarbons (PAHs) in Urban Soil of the Megacity Istanbul. Polycycl Aromat Comp 41(3):626–634. https://doi.org/10.1080/10406638.2019.1610465
Brown AS, Brown RJC (2012) Correlations in polycyclic aromatic hydrocarbon (PAH) concentrations in UK ambient air and implications for source apportionment. J Environ Monit 14:2072–2082. https://doi.org/10.1039/c2em10963h
Chakravarty P, Chowdhury D, Chowdhury D (2023) Anthracene removal potential of green synthesized titanium dioxide nanoparticles (TiO2-NPs) and Alcaligenes faecalis HP8 from contaminated soil. Chemosphere 321:138102. https://doi.org/10.1016/j.chemosphere.2023.138102
Chakravarty P, Chowdhury D, Deka H (2022) Ecological risk assessment of priority PAHs pollutants in crude oil contaminated soil and its impacts on soil biological properties. J Hazard Mater 437(5):129325. https://doi.org/10.1016/j.jhazmat.2022.129325
Chen P, Liang J (2021) Polycyclic aromatic hydrocarbons in green space soils in Shanghai: source, distribution, and risk assessment. J Soils Sediments 21:967–977. https://doi.org/10.1007/s11368-020-02838-2
Chen Y, Wang YH, Yu KK, Zhao ZH, Lang XL (2022) Occurrence characteristics and source appointment of polycyclic aromatic hydrocarbons and n-alkanes over the past 100 years in southwest China. Sci Total Environ 808:151905. https://doi.org/10.1016/j.scitotenv.2021.151905
China's Ministry of Ecology and Environment (2018) Soil environment quality risk control standard for soil contamination of development land (GB36600–2018). http://www.doc88.com/p-6813844042537.html
Ekanem AN, Osabor VN, Ekpo BO (2019) Polycyclic aromatic hydrocarbons (PAHs) contamination of soils and water around automobile repair workshops in Eket metropolis, Akwa Ibom State. Nigeria SN Appl Sci 1:447. https://doi.org/10.1007/s42452-019-0397-4
Gu YG, Lin Q, Gao P (2016) Metals in exposed-lawn soils from 18 urban parks and its human health implications in southern China’s largest City, Guangzhou. J Clean Prod 115:122–129. https://doi.org/10.1016/j.jclepro.2015.12.031
Hadibarata T, Syafiuddin A, Ghfar AA (2019) Abundance and distribution of polycyclic aromatic hydrocarbons (PAHs) in sediments of the Mahakam River. Mar Pollut Bull 149:110650. https://doi.org/10.1016/j.marpolbul.2019.110650
Han L, Bai JH, Gao ZQ, Wang W, Wang DW, Cui BS, Liu XH (2019) Polycyclic aromatic hydrocarbons (PAHs) in surface soils from reclaimed and ditch wetlands along a 100-year chronosequence of reclamation in a Chinese estuary: Occurrence, sources, and risk assessment. Agr Ecosyst Environ 286:106648. https://doi.org/10.1016/j.agee.2019.106648
Jiang YF, Yves UJ, Sun H, Hu XF, Zhan HY, Wu YQ (2016) Distribution, compositional pattern and sources of polycyclic aromatic hydrocarbons in urban soils of an industrial city, Lanzhou, China. Ecotox Environ Safe 126:154–162. https://doi.org/10.1016/j.ecoenv.2015.12.037
Jia JP, Bi CJ, Guo X, Wang XP, Zhou XX, Chen ZL (2017) Characteristics, identification, and potential risk of polycyclic aromatic hydrocarbons in road dusts and agricultural soils from industrial sites in Shanghai, China. Environ Sci Pollut Res 24:605–615. https://doi.org/10.1007/s11356-016-7818-3
Kinnell PIA (2016) Comparison between the USLE, the USLE-M and replicate plots to model rainfall erosion on bare fallow areas. Catena 145:39–46. https://doi.org/10.1016/j.catena.2016.05.017
Kurwadkar S, Sethi SS, Mishra P, Ambade B (2022) Unregulated discharge of wastewater in the Mahanadi River Basin: Risk evaluation due to occurrence of polycyclic aromatic hydrocarbon in surface water and sediments. Mar Pollut Bull 179:113686. https://doi.org/10.1016/j.marpolbul.2022.113686
Li B, Ma LX, Sun SJ, Thapa S, Lu L, Wang K, Qi H (2020a) Polycyclic aromatic hydrocarbons and their nitro-derivatives in urban road dust across China: Spatial variation, source apportionment, and health risk. Sci Total Environ 747:141194. https://doi.org/10.1016/j.scitotenv.2020.141194
Li CC, Huo SL, Yu ZQ, Xi BD, Yeager KM, He ZS, Ma CZ, Zhang JT, Wu FC (2017) National investigation of semi-volatile organic compounds (PAHs, OCPs, and PCBs) in lake sediments of China: Occurrence, spatial variation and risk assessment. Sci Total Environ 579:325–336. https://doi.org/10.1016/j.scitotenv.2016.11.097
Li JF, Dong H, Zhang DH, Han B, Zhu CJ, Liu SP, Liu XM, Ma QY, Li XG (2015) Sources and ecological risk assessment of PAHs in surface sediments from Bohai Sea and northern part of the Yellow Sea, China. Mar Pollut Bull 96:485–490. https://doi.org/10.1016/j.marpolbul.2015.05.002
Li Q, Wu J, Zhou J, Sakiev K, Hofmann D (2020b) Occurrence of polycyclic aromatic hydrocarbon (PAH) in soils around two typical lakes in the western Tian Shan Mountains (Kyrgyzstan, Central Asia): Local burden or global distillation? Ecol Indic 108:105749. https://doi.org/10.1016/j.ecolind.2019.105749
Liu Y, Yan CQ, Ding X, Wang X, Fu QY, Zhao QB, Zhang YH, Duan YS, Qiu XH, Zheng M (2017) Sources and spatial distribution of particulate polycyclic aromatic hydrocarbons in Shanghai, China. Sci Total Environ 584–585:307–317. https://doi.org/10.1016/j.scitotenv.2016.12.134
Lv M, Luan XC, Liao CY, Wang DQ, Liu DY, Zhang G, Jiang GB, Chen LX (2020) Human impacts on polycyclic aromatic hydrocarbon distribution in Chinese intertidal zones. Nat Sustain 3:878–884. https://doi.org/10.1038/s41893-020-0565-y
Maliszewska-Kordybach B (1996) Polycyclic aromatic hydrocarbons in agricultural soils in Poland: preliminary proposals for criteria to evaluate the level of soil contamination. Appl Geochem 11:121–127. https://doi.org/10.1016/0883-2927(95)00076-3
Ma XH, Wan HB, Zhao ZL, Li Y, Li SD, Huang CC, Huang T, Zhang ZG, Yang H (2021) Source analysis and influencing factors of historical changes in PAHs in the sediment core of Fuxian Lake, China. Environ Pollut 288:117935. https://doi.org/10.1016/j.envpol.2021.117935
Peng C, Wang ME, Chen WP, Chang AC (2015) Mass balance-based regression modeling of PAHs accumulation in urban soils, role of urban development. Environ Pollut 197:21–27. https://doi.org/10.1016/j.envpol.2014.11.025
Qi HX, Chen XL, Du YE, Niu XJ, Guo F, Li WX (2019) Cancer risk assessment of soils contaminated by polycyclic aromatic hydrocarbons in Shanxi, China. Ecotox Environ Safe 182:109381. https://doi.org/10.1016/j.ecoenv.2019.109381
Qu CK, Albanese S, Chen W, Lima A, Doherty AL, Piccolo A, Arienzo M, Qi SH, Vivo BD (2016) The status of organochlorine pesticide contamination in the soils of the Campanian Plain, southern Italy, and correlations with soil properties and cancer risk. Environ Pollut 216:500–511. https://doi.org/10.1016/j.envpol.2016.05.089
Qu YJ, Gong YW, Ma J, Wei HY, Liu QY, Liu LL, Wu HW, Yang SH, Chen YX (2020) Potential sources, influencing factors, and health risks of polycyclic aromatic hydrocarbons (PAHs) in the surface soil of urban parks in Beijing, China. Environ Pollut 260:114016. https://doi.org/10.1016/j.envpol.2020.114016
Rajeshkumar S, Liu Y, Zhang X, Ravikumar B, Bai G, Li X (2018) Studies on seasonal pollution of heavy metals in water, sediment, fish and oyster from the Meiliang Bay of Taihu Lake in China. Chemosphere 191:626–638. https://doi.org/10.1016/j.chemosphere.2017.10.078
Saeedi M, Li LY, Salmanzadeh M (2012) Heavy metals and polycyclic aromatic hydrocarbons: pollution and ecological risk assessment in street dust of Tehran. J Hazard Mater 227–228:9–17. https://doi.org/10.1016/j.jhazmat.2012.04.047
Sansom G, Fawkes LS, Thompson CM, Losa LM, McDonald TJ, Chiu WA (2022) Cancer risk associated with soil distribution of polycyclic aromatic hydrocarbons within three environmental justice neighborhoods in Houston, Texas. Environ Geochem Health 45:333–342. https://doi.org/10.1007/s10653-022-01245-5
Shukla S, Khan R, Bhattacharya P, Devanesan S, AISalhi MS (2022) Concentration, source apportionment and potential carcinogenic risks of polycyclic aromatic hydrocarbons (PAHs) in roadside soils. Chemosphere 292:133413. https://doi.org/10.1016/j.chemosphere.2021.133413
Sun JT, Pan LL, Tang DCW, Zhan Y, Zhu LZ, Li XD (2018) Organic contamination and remediation in the agricultural soils of China: A critical review. Sci Total Environ 615:724–740. https://doi.org/10.1016/j.scitotenv.2017.09.271
Sun T, Wang YH, Tian JM, Kong XG (2021a) Characteristics of PAHs in soils under different land-use types and their associated health risks in the northern Taihu Basin, China. J Soils Sediments 22:134–145. https://doi.org/10.1007/s11368-021-03050-6
Sun T, Wang YH, Chen Y, Kong XG, Ye C (2021b) Sedimentary record and risk assessment of polycyclic aromatic hydrocarbons in the northern Taihu Basin. Geochem J 55(4):251–263. https://doi.org/10.2343/geochemj.2.0635
Sun YC, Shen LC, Yuan DX (2014) Rules and controlling factors of vertical migration of polycyclic aromatic hydrocarbons in the overlying soil in Karst Terranes. Acta Pedologica Sinica 51(4):795–805. https://doi.org/10.11766/trxb201305250260
Wang CH, Zhou SL, Song J, Wu SH (2018) Human health risks of polycyclic aromatic hydrocarbons in the urban soils of Nanjing, China. Sci Total Environ 612:750–757. https://doi.org/10.1016/j.scitotenv.2017.08.269
Wang CL, Zou XQ, Gao JH, Zhao YF, Yu WW, Li YL (2016) Qiaochu Song Pollution status of polycyclic aromatic hydrocarbons in surface sediments from the Yangtze River Estuary and its adjacent coastal zone. Chemosphere 162:80–90. https://doi.org/10.1016/j.chemosphere.2016.07.075
Wang FE, Wang FX, Yang HR, Yu J, Ni R (2023) Ecological risk assessment based on soil adsorption capacity for heavy metals in Taihu basin, China. Environ Pollut 316(1):120608. https://doi.org/10.1016/j.envpol.2022.120608
Wang GM, Li Y, Wang JX, Jia ZY, Zhou YJ, Zhou SL, Xie XF (2020) A modified receptor model for historical source apportionment of polycyclic aromatic hydrocarbons in sediment. Sci Total Environ 702:134931. https://doi.org/10.1016/j.scitotenv.2019.134931
Wang YG, Guo YQ, Zhao YX, Wang LC, Chen Y, Yang L (2022) Spatiotemporal heterogeneities and driving factors of water quality and trophic state of a typical urban shallow lake (Taihu, China). Environ Sci Pollut Res 29:53831–53843. https://doi.org/10.1007/s11356-022-18519-1
Wuxi City Bureau of Statistics. 1988–2020 Statistical yearbook of Wuxi City, China. http://tj.wuxi.gov.cn/
Wu SH, Zhou SL, Bao HJ, Chen DX, Wang CH, Li BJ, Tong GJ, Yuan YJ, Xu BG (2019) Improving risk management by using the spatial interaction relationship of heavy metals and PAHs in urban soil. J Hazard Mater 364:108–116. https://doi.org/10.1016/j.jhazmat.2018.09.094
Xu ZY, Wang CH, Li HX, Xu SD, Du J, Chen YJ, Ma C, Tang JH (2021) Concentration, distribution, source apportionment, and risk assessment of surrounding soil PAHs in industrial and rural areas: A comparative study. Ecol Indic 125:107513. https://doi.org/10.1016/j.ecolind.2021.107513
Yang XX, Dong R, Sun WW, Li XM, Huang B, Chen R, Lin C, Pan XJ (2015) Polycyclic aromatic hydrocarbons associated with total suspended particles and surface soils in Kunming, China: distribution, possible sources, and cancer risks. Environ Sci Pollut Res 22:6696–6712. https://doi.org/10.1007/s11356-014-3858-8
Yang J, Sun P, Zhang X, Wei XY, Huang YP, Du WN, Qadeer A, Liu M, Huang Y (2021) Source apportionment of PAHs in roadside agricultural soils of a megacity using positive matrix factorization receptor model and compound-specific carbon isotope analysis. J Hazard Mater 403:123592. https://doi.org/10.1016/j.jhazmat.2020.123592
Yuan F, Wei YD, Chen W (2014) Economic transition, industrial location and corporate networks: Remaking the Sunan Model in Wuxi City, China. Habitat Int 42:58–68. https://doi.org/10.1016/j.habitatint.2013.10.008
Zhang Y, Peng C, Guo ZH, Xiao XY, Xiao RY (2019) Polycyclic aromatic hydrocarbons in urban soils of China: Distribution, influencing factors, health risk and regression prediction. Environ Pollut 254:112930. https://doi.org/10.1016/j.envpol.2019.07.098
Zhang H, Wang JF, Bao HY, Li J, Wu FY (2020) Polycyclic Aromatic Hydrocarbons in Urban Soils of Zhengzhou City, China: Occurrence, Source and Human Health Evaluation. Bull Environ Contam Toxicol 105:446–452. https://doi.org/10.1007/s00128-020-02982-y
Zheng H, Xing XL, Hu TP, Zhang Y, Zhang Y, Zhang JQ, Zhu GH, Li Y, Qi SH (2018) Biomass burning contributed most to the human cancer risk exposed to the soil-bound PAHs from Chengdu Economic Region, Western China. Ecotox Environ Safe 159:63–70. https://doi.org/10.1016/j.ecoenv.2018.04.065
Zheng H, Yang D, Hu TP, Li Y, Zhu GH, Xing XL, Qi SH (2017) Source apportionment of polycyclic aromatic carbons (PAHs) in sediment core from Honghu lake, central China: comparison study of three receptor models. Environ Sci Pollut Res 24:25899–25911. https://doi.org/10.1007/s11356-017-0185-x
Zheng SS, Wang PF, Wang C, Hou J (2015) Sediment resuspension under action of wind in Taihu Lake. China Int J Sediment Res 30(1):48–62. https://doi.org/10.1016/S1001-6279(15)60005-1
Zhu Y, Tao S, Sun JT, Wang XL, Li XD, Tang DCW, Shen GF, Huang HJ, Cai CY, Liu WX (2019) Multimedia modeling of the PAH concentration and distribution in the Yangtze River Delta and human health risk assessment. Sci Total Environ 647:962–972. https://doi.org/10.1016/j.scitotenv.2018.08.075
Zeng HA, Wu JL (2010) Quantifing the relationship between soil erosion and material fluxes from the fudong watershed to Lake Taihu. Resour Environ Yangtze Basin 19(6):707–713
Zeng HA, Wu JL, Lin L (2008) Using 137Cs Tracer Technique to investigate soil erosion distribution and total erosion amount in Taihu lake catchment. Mar Geol Quatern Geol 28:79–85. https://doi.org/10.16562/j.cnki.0256-1492.2008.02.014
Zhong JC, Yu JH, Wa JJ, Liu DH, Chen CC, Fan CX (2020) The co-regulation of nitrate and temperature on denitrification at the sediment-water interface in the algae-dominated ecosystem of Lake Taihu, China. J Soil Sediment 20:2277–2288. https://doi.org/10.1007/s11368-019-02558-2
Funding
This work was supported by the National Key Research and Development Program of China (No. 2021YFC3201500), the National Natural Science Foundation of China (No. 41673107), and the Major Project of Jiangsu Provincial Department of Education (No. 20KJA170001).
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Sun, T., Zhao, Z., Zhang, Y. et al. Urbanization affects the composition, source, and risk of soil PAHs in lakeside residential area of the Yangtze River Delta, China. J Soils Sediments 23, 3958–3973 (2023). https://doi.org/10.1007/s11368-023-03601-z
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DOI: https://doi.org/10.1007/s11368-023-03601-z