Abstract
Polycyclic aromatic hydrocarbons (PAHs) associated with atmospheric particles represent a significant risk to human health. This issue is even more relevant in environments where biomass combustion processes are considered as the major potential emission sources, such as the rural ecosystem. This study aimed to assess the levels of PM10-bound PAHs in several rural locations, their distribution along a year and how weather variables could influence them. Also, we focused on the emission sources and the comparison of the PAH mixtures to assess similitude among the sampling points. PM10-bound PAHs levels were monitored at three rural locations (north, center, and south) of Spain between April 2017 and February 2018. The study revealed that there were substantial differences regarding the levels of ΣPAHs, being higher in the central zone (IS; 65.4 mg/m3), then in the south (VA; 35.8 ng/m3) and finally in the north (NA; 20.9 ng/m3). IS and VA showed a similar distribution of emission sources, and temperature and wind speed seemed to influence negatively over the levels of PAHs likely. At both locations, PAH levels ran parallel throughout the year, with maximum levels during cold seasons and a greater presence of high molecular weight PAHs; however, the levels of PAHs and the most representative PAHs differed. On the other hand, NA was characterized for having another distribution of emission sources, which determined other representative PAHs, higher levels during spring, and a similar presence of high/medium/low molecular weight. Finally, the levels of ambient air PAHs represented an acceptable risk to people.
Similar content being viewed by others
References
Agudelo-Castañeda, D. M., Teixeira, E. C., Schneider, I. L., Lara, S. R., & Silva, L. F. O. (2017). Exposure to polycyclic aromatic hydrocarbons in atmospheric PM1.0 of urban environments: carcinogenic and mutagenic respiratory health risk by age groups. Environmental Pollution, 224, 158–170. https://doi.org/10.1016/j.envpol.2017.01.075
Arhami, M., Hosseini, V., Zare, S. M., Bigdeli, M., Lai, A., et al. (2017). Seasonal trends, chemical speciation and source apportionment of fine PM in Tehran. Atmospheric Environment, 153, 70–82. https://doi.org/10.1016/j.atmosenv.2016.12.046
Arruti, A., Fernández-Olmo, I., & Irabien, Á. (2012). Evaluation of the urban/rural particle-bound PAH and PCB levels in the northern Spain (Cantabria region). Environmental Monitoring Assessment, 184, 6513–6526. https://doi.org/10.1007/s10661-011-2437-4
Bari, Md. A., Baumbach, G., Kuch, B., & Scheffknech, G. (2010). Particle-phase concentrations of polycyclic aromatic hydrocarbons in ambient air of rural residential areas in southern Germany. Air Quality, Atmosphere & Health, 3, 103–116. https://doi.org/10.1007/s11869-009-0057-8
Callén, M. S., López, J. M., & Mastral, A. M. (2010). Seasonal variation of benzo(a)pyrene in the Spanish airborne PM10. Multivariate linear regression model applied to estimate BaP concentrations. Journal of Hazardous Material, 180, 648–655. https://doi.org/10.1016/j.jhazmat.2010.04.085
Cattaneo, A., Fermo, P., Urso, P., Perrone, M. G., Piazzalunga, A., et al. (2016). Particulate-bound polycyclic aromatic hydrocarbon sources and determinants in residential homes. Environmental Pollution, 218, 16–25. https://doi.org/10.1016/j.envpol.2016.08.033
Chamseddine, A., Alameddine, I., Hatzopoulou, M., & El-Fadel, M. (2019). Seasonal variation of air quality in hospitals with indoor–outdoor correlations. Building and Environment, 148, 689–700. https://doi.org/10.1016/j.buildenv.2018.11.034
Chen, Y., Li, X., Zhu, T., Han, Y., & Lv, D. (2017). PM2.5-bound PAHs in three indoor and one outdoor air in Beijing: Concentration, source and health risk assessment. Science of Total Environment, 586, 255–264. https://doi.org/10.1016/j.scitotenv.2017.01.214
Dat, N. D., & Chang, M. B. (2017). Review on characteristics of PAHs in atmosphere, anthropogenic sources and control technologies. Science of Total Environment, 609, 682–693. https://doi.org/10.1016/j.scitotenv.2017.07.204
Directive 2004/107/EC. (2004). Directive of the European Parliament and of the Council of 15 December 2004 relating to arsenic, cadmium, mercury, nickel and polycyclic aromatic hydrocarbons in ambient air.
EN 15549:2008.(2008). Air quality - Standard method for the measurement of the concentration of benzo[a]pyrene in ambient air.
EN ISO/IES 17025:2005. (2005) standard: General requirements for the competence of testing and calibration laboratories.
ENAC. (2000). Acreditación no 223/LE460: Instituto de Salud Carlos III. Centro Nacional de Sanidad Ambiental.
Galán Madruga, D., Fernández Patier, R., Sintes Puertas, M. A., Romero García, M. D., & Cristóbal López, A. (2018). Characterization and local emission sources for ammonia in an urban environment. Bulletin of Environment Contamination and Toxicology, 100, 593–599. https://doi.org/10.1007/s00128-018-2296-6
Galán-Madruga, D., & TerrobadosSantosÚbedaGarcía-Cambero, J. M. S. G. R. M. J. P. (2020). Indoor and outdoor PM10-bound PAHs in an urban environment. similarity of mixtures and source attribution. Bulletin of Environment Contamination and Toxicology, 105, 951–957. https://doi.org/10.1007/s00128-020-03047-w
Govender, P., & Sivakumar, V. (2020). Application of k-means and hierarchical clustering techniques for analysis of air pollution: a review (1980–2019). Atmospheric Pollution Research, 11, 40–56. https://doi.org/10.1016/j.apr.2019.09.009
Grinn-Gofroń, A., Strzelczak, A., & Wolski, T. (2011). The relationships between air pollutants, meteorological parameters and concentration of airborne fungal spores. Environmental Pollution, 159, 602–608. https://doi.org/10.1016/j.envpol.2010.10.002
Hamid, N., Syed, J. H., Junaid, M., Mahmood, A., Li, J., et al. (2018). Elucidating the urban levels, sources and health risks of polycyclic aromatic hydrocarbons (PAHs) in Pakistan: implications for changing energy demand. Science of Total Environment, 619–620, 165–175. https://doi.org/10.1016/j.scitotenv.2017.11.080
Hanedar, A., Alp, K., Kaynak, B., & Avşar, E. (2014). Toxicity evaluation and source apportionment of polycyclic aromatic hydrocarbons (PAHs) at three stations in Istanbil, Turkey. Science of Total Environment, 488–489, 437–446. https://doi.org/10.1016/j.scitotenv.2013.11.123
Hassine, S. B., Hammani, B., Ameur, W. B., El Megdiche, Y., Barhoumi, B., & Dris, M. R. (2014). Particulate polycyclic aromatic hydrocarbons (PAH) in the atmosphere of Bizerte city, Tunisia. Bulletin of Environmental Contamination and Toxicology, 93, 375–362. https://doi.org/10.1007/s00128-014-1303-9
Iwegbue, C. M. A., Iteku-Atata, E. O. C., Odali, E. W., Egobueze, F. E., Tesi, G. O., et al. (2019). Distribution, sources and health risks of polycyclic aromatic hydrocarbons (PAHs) in household dusts from rural, semi-urban and urban areas in the Niger Delta, Nigeria. Exposure and Health, 11, 209–225. https://doi.org/10.1007/s12403-018-0276-z
Jakovljević, I., Pehnec, G., Šišović, A., Vađić, V., Davila, S., & Godec, R. (2016). Concentrations of PAHs and other gaseous pollutants in the atmosphere of a rural area. Journal of Environmental Sciences and Health Part A, 51, 707–713. https://doi.org/10.1080/10934529.2016.1170431
Jakovljević, I., Pehnec, G., Vadjić, V., Šišović, A., Davila, S., & Bešlić, I. (2015). Carcinogenic activity of polycyclic aromatic hydrocarbons bounded on particle fraction. Environment Science Pollution Research, 22, 15931–15940. https://doi.org/10.1007/s11356-015-4777-z
Jang, E., Alam, M. S., & Harrison, R. M. (2013). Source apportionment of polycyclic aromatic hydrocarbons in urban air using positive matrix factorization and spatial distribution analysis. Atmospheric Environment, 79, 271–285. https://doi.org/10.1016/j.atmosenv.2013.06.056
Khalili, N. R., Scheff, P. A., & Holsen, T. M. (1995). PAH source fingerprints for coke ovens, diesel and gasoline engines, highway tunnels, and wood combustion emissions. Atmospheric Environment, 29, 533–542. https://doi.org/10.1016/1352-2310(94)00275-P
Ladji, R., Yassaa, N., Cecinato, A., & Meklati, B. Y. (2007). Seasonal variation of particulate organic compounds in atmospheric PM10 in the biggest municipal waste landfill of Algeria. Atmospheric Research. https://doi.org/10.1016/j.atmosres.2007.06.002
Larrea Valdivia, A. E., Reyes Larico, J. A., Salcedo Peña, J., & Wannaz, E. D. (2020). Health risk assessment of polycyclic aromatic hydrocarbons (PAHs) adsorbed in PM2.5 and PM10 in a region of Arequipa, Peru. Environment Science Pollutin Research, 27, 3065–3075. https://doi.org/10.1007/s11356-019-07185-5
Lin, Y. C., Li, Y. C., Shangdiar, S., Chou, F. C., & Sheu, Y. T. (2019). Assessment of PM2.5 and PAH content in PM2.5 emitted from mobile source gasoline-fueled vehicles in concomitant with the vehicle model and mileages. Chemosphere, 226, 502–508. https://doi.org/10.1016/j.chemosphere.2019.03.137
Liu, J., Wang, Y., Li, P. H., Shou, Y. P., Li, T., et al. (2017). Polycyclic aromatic hydrocarbons (PAHs) at high mountain site in north China: concentration, source and health risk assessment. Aerosol Air Quality Resear, 17, 2867–2877. https://doi.org/10.4209/aaqr.2017.08.0288
Madruga, D. G., Ubeda, R. M., Terroba, J. M., dos Santos, S. G., & García-Cambero, J. P. (2019). Particle-associated polycyclic aromatic hydrocarbons in a representative urban location (indoor-outdoor) from South Europe: assessment of potential sources and cancer risk to humans. Indoor Air, 29, 817–827. https://doi.org/10.1111/ina.12581
Mahfouz, M. M., Hassan, H. M., Elobaid, E. A., Yigiterhan, O., & Alfoldy, B. (2019). PAH concentrations and exposure assessment from house dust retained in air-conditioning filters collected from Greater Doha, Qatar. Environment Geochemistry and Health, 41, 2251–2263. https://doi.org/10.1007/s10653-019-00271-0
Masih, J., Masih, A., Kulshrestha, A., Singhvi, R., & Taneja, A. (2010). Characteristics of polycyclic aromatic hydrocarbons in indoor and outdoor atmosphere in the North central part of India. Journal of Hazardous Material, 177, 190–198. https://doi.org/10.1016/j.jhazmat.2009.12.017
IARC Monographs (2016) Outdoor Air Pollution. Vol 109 (Monograph No. Vol 109). International Agency for Research on Cancer. World Health Organization.
Nguyen, T. N. T., Jung, K. S., Son, J. M., Kwon, H. O., & Choi, S. D. (2018). Seasonal variation, phase distribution, and source identification of atmospheric polycyclic aromatic hydrocarbons at a semi-rural site in Ulsan, South Korea. Environmental Pollution, 236, 529–539. https://doi.org/10.1016/j.envpol.2018.01.080
Nielsen, I. E., Eriksson, A. C., Lindgren, R., Martinsson, J., Nyström, R., et al. (2017). Time-resolved analysis of particle emissions from residential biomass combustion – Emissions of refractory black carbon, PAHs and organic tracers. Atmospheric Environment, 165, 179–190. https://doi.org/10.1016/j.atmosenv.2017.06.033
Nisbet, I. C., & LaGoy, P. K. (1992). Toxic equivalency factors (TEFs) for polycyclic aromatic hydrocarbons (PAHs). Regulatory Toxicology and Pharmacology, 16, 290–300.
Olmedo, A. I. B., Pastor, R. M. P., & Alonso, S. G. (2012). An evaluation of uncertainty associated to analytical measurements of selected polycyclic aromatic compounds in ambient air. Talanta, 101(1), 428–434.
Ozaki, N., Kindaichi, T., & Ohashi, A. (2020). PAHs emission source analysis for air and water environments by isomer ratios—comparison by modified Cohen’s d. Science of the Total Environment, 715, 136831. https://doi.org/10.1016/j.scitotenv.2020.136831
Pacitto, A., Stabile, L., Viana, M., Scungio, M., Reche, C., et al. (2018). Particle-related exposure, dose and lung cancer risk of primary school children in two European countries. Science of Total Environment, 616–617, 720–729. https://doi.org/10.1016/j.scitotenv.2017.10.256
Pan, L., Wu, S., Li, H., Xu, J., Dong, W., et al. (2018). The short-term effects of indoor size-fractioned particulate matter and black carbon on cardiac autonomic function in COPD patients. Environment International, 112, 261–268. https://doi.org/10.1016/j.envint.2017.12.037
Pastor, R. P., Salvador, P., Alonso, S. G., Alastuey, A., dos Santos, S. G., et al. (2020). Characterization of organic aerosol at a rural site influenced by olive waste biomass burning. Chemosphere. https://doi.org/10.1016/j.chemosphere.2020.125896
Qi, H., Li, W., Zhu, N., Ma, M., Liu, L., Zhang, F., & Li, Y. (2014). Concentrations and sources of polycyclic aromatic hydrocarbons in indoor dust in China. Science of Total Environment, 491–492, 100–107. https://doi.org/10.1016/j.scitotenv.2014.01.119
Ravindra, K., Sokhi, R., & Van Grieken, R. (2008). Atmospheric polycyclic aromatic hydrocarbons: Source attribution, emission factors and regulation. Atmospheric Environment, 42, 2895–2921. https://doi.org/10.1016/j.atmosenv.2007.12.010
WHO Regional Office for Europe (2013) Review of Evidence on Health Aspects of Air Pollution e REVIHAAP Project. Technical Report. WHO Regional Office for Europe, Copenhagen. Available from: http://www.euro.who.int/__data/assets/pdf_file/0004/193108/REVIHAAP-Final-technical-report.pdf (acceded April 20, 2020).
Russo, A., Lind, P. G., Raischel, F., Trigo, R., & Mendes, M. (2015). Neural network forecast of daily pollution concentration using optimal meteorological data at synoptic and local scales. Atmospheric Pollution Research, 6, 540–549. https://doi.org/10.5094/APR.2015.060
Sánchez de la Campa, A. M., Salvador, P., Fernández-Camacho, R., Artiñano, B., Coz, E., et al. (2018). Characterization of biomass burning from olive grove areas: A major source of organic aerosol in PM10 of Southwest Europe. Atmospheric Research, 199, 1–13. https://doi.org/10.1016/j.atmosres.2017.07.032
Sarigiannis, D. Α, Karakitsios, S. P., Zikopoulos, D., Nikolaki, S., & Kermenidou, M. (2015). Lung cancer risk from PAHs emitted from biomass combustion. Environmental Research, 137, 147–156. https://doi.org/10.1016/j.envres.2014.12.009
Shahsavan, iS., & HoseiniDehghaniFararouei, M. M. M. (2017). Characterisation and potential source identification of polycyclic aromatic hydrocarbons in atmospheric particles (PM10) from urban and suburban residential areas in Shiraz. Iran. Chemosphere, 183, 557–564. https://doi.org/10.1016/j.chemosphere.2017.05.101
Singh, D. P., Gadi, R., Mandal, T. K., Saud, T., Saxena, M., et al. (2013). Emissions estimates of PAH from biomass fuels used in rural sector of Indo-Gangetic Plains of India. Atmospheric Environment, 68, 120–126. https://doi.org/10.1016/j.atmosenv.2012.11.042
Slezakova, K., Pires, J. C. M., Castro, D., Alvim-Ferraz, M. C. M., Delerue-Matos, C., et al. (2013). PAH air pollution at a Portuguese urban area: carcinogenic risks and sources identification. Environmental Science and Pollution Research, 20, 3932–3945. https://doi.org/10.1007/s11356-012-1300-7
Subba Rao, N., Sunitha, B., Adimalla, N., et al. (2020). Quality criteria for groundwater use from a rural part of Wanaparthy District, Telangana State, India, through ionic spatial distribution (ISD), entropy water quality index (EWQI) and principal component analysis (PCA). Environmental Geochemistry and Health, 42, 579–599. https://doi.org/10.1007/s10653-019-00393-5
Taghvaee, S., Sowlat, M. H., Hassanvand, M. S., Yunesian, M., Naddafi, K., et al. (2018). Source-specific lung cancer risk assessment of ambient PM2.5-bound polycyclic aromatic hydrocarbons (PAHs) in central Tehran. Environment International, 120, 321–332. https://doi.org/10.1016/j.envint.2018.08.003
Thiombane, M., Albanese, S., Di Bonito, M., et al. (2019). Source patterns and contamination level of polycyclic aromatic hydrocarbons (PAHs) in urban and rural areas of Southern Italian soils. Environment Geochemistry and Health, 41, 507–528. https://doi.org/10.1007/s10653-018-0147-3
Tongo, I., Ogbeide, O., & Ezemonye, L. (2017). Human health risk assessment of polycyclic aromatic hydrocarbons (PAHs) in smoked fish species from markets in Southern Nigeria. Toxicology Reports, 4, 55–61. https://doi.org/10.1016/j.toxrep.2016.12.006
Varea, M., Galindo, N., Gil-Moltó, J., Pastor, C., & Crespo, J. (2011). Particle-bound polycyclic aromatic hydrocarbons in an urban, industrial and rural area in the western Mediterranean. Journal of Environment Monitoring, 13, 2471. https://doi.org/10.1039/c1em10163c
Wang, F., Lin, T., LiJiMa, Y. T. C., et al. (2014). Sources of polycyclic aromatic hydrocarbons in PM2.5 over the East China Sea, a downwind domain of East Asian continental outflow. Atmospheric Environment, 92, 484–492. https://doi.org/10.1016/j.atmosenv.2014.05.003
Wang, Y., Zhang, Q., Zhang, Y., Zhao, H., Tan, F., et al. (2019). Source apportionment of polycyclic aromatic hydrocarbons (PAHs) in the air of Dalian, China: correlations with six criteria air pollutants and meteorological conditions. Chemosphere, 216, 516–523. https://doi.org/10.1016/j.chemosphere.2018.10.184
World Health Organization. Regional Office for Europe. (1987). Air quality guidelines for Europe. WHO Regional Office for Europe.
World Health Organization. Regional Office for Europe. (2000). Air quality guidelines for Europe. WHO Regional Office for Europe.
Yadav, I. C., Devi, N. L., Li, J., & Zhang, G. (2018). Polycyclic aromatic hydrocarbons in house dust and surface soil in major urban regions of Nepal: implication on source apportionment and toxicological effect. Science of Total Environment, 616–617, 223–235. https://doi.org/10.1016/j.scitotenv.2017.10.313
Yin, H., & Xu, L. (2018). Comparative study of PM10/PM2.5-bound PAHs in downtown Beijing, China: concentrations, sources, and health risks. Journal of Cleaner Production, 177, 674–683. https://doi.org/10.1016/j.jclepro.2017.12.263
Yuan, H., Li, T., Ding, X., Zhao, G., & Ye, S. (2014). Distribution, sources and potential toxicological significance of polycyclic aromatic hydrocarbons (PAHs) in surface soils of the Yellow River Delta, China. Marine Pollution Bulletin, 83, 258–264. https://doi.org/10.1016/j.marpolbul.2014.03.043
Zhang, K., Zhang, B., Li, S. M., Zhang, L. M., Staebler, R., & Zeng, E. Y. (2012). Diurnal and seasonal variability in size-dependent atmospheric deposition fluxes of polycyclic aromatic hydrocarbons in an urban center. Atmospheric Environment, 57, 41–48. https://doi.org/10.1016/j.atmosenv.2012.04.014
Zhang, W., Zhang, S., Wan, C., Yue, D., Ye, Y., & Wang, X. (2008). Source diagnostics of polycyclic aromatic hydrocarbons in urban road runoff, dust, rain and canopy throughfall. Environmental Pollution, 153, 594–601. https://doi.org/10.1016/j.envpol.2007.09.004
Zhu, M., Sun, J., Zhang, X., Guo, Z., & Deng, L. (2014). Study on the contamination of PAHs in the atmosphere of Chongqing city. Journal of Anhui Agricultural Sciences, 42, 12239–12243.
Acknowledgements
The authors would like to thank the General Direction of Quality and Environmental Sustainability (Junta de Castilla y León), General Direction of Environmental Quality and Climate Change (Gobierno del Principado de Asturias), General Direction of Environmental Quality and Climate Change (Junta de Andalucía) and Department of Atmospheric Pollution of the National Center for Environment Health for their collaboration and assistance in the samples collection.
Funding
This work was supported by the Health Institute Carlos III (AESI Project: SPY 1357/16), as well as the Ministry of Agriculture, Food and Environment (Project: SEG 109/15).
Author information
Authors and Affiliations
Contributions
David Galán conducted the validation process of the analytical method and performed the statistical analyses of the dataset. David Galán and Jesús Pablo García evaluated the results, wrote and discussed the manuscript. Regina Muñoz and June Mérida conducted the analytical experiments. Saúl García conducted a critical reading of the manuscript.
Corresponding author
Ethics declarations
Conflict of interest
The authors declare that there are no conflicts of interest.
Participation consent
All authors consent for participation in this research work.
Publication consent
All authors consent for publication of this research work.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Galán-Madruga, D., Ubeda, R.M., Terroba, J.M. et al. Influence of the products of biomass combustion processes on air quality and cancer risk assessment in rural environmental (Spain). Environ Geochem Health 44, 2595–2613 (2022). https://doi.org/10.1007/s10653-021-01052-4
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10653-021-01052-4