Chemical characteristics of size-segregated particles from a brazilian coastal megacity

Authors

DOI:

https://doi.org/10.5327/Z2176-94782543

Keywords:

IC; ICP-MS; metals; MOUDI; PAHs; water-soluble ions.

Abstract

Particulate matter (PM) size distribution samples were collected using a Micro-Orifice Uniform Deposit Impactor (MOUDI) in Rio de Janeiro between July and September 2016 during the Olympic and Paralympic periods, when there was an increase in tourist flow, changes in the local economy, modifications in traffic and pollution emission patterns. The samples were analyzed for elemental composition using inductively coupled plasma mass spectrometry (ICP-MS), for organic and inorganic ions using ion chromatography, and for polycyclic aromatic hydrocarbons (PAHs) using gas chromatography-mass spectrometry (GC/MS). The data were processed, interpreted, and discussed through statistical analyses performed in R Language, including boxplots and Pearson correlation methodology. Results were categorized according to particle size: coarse, fine, ultrafine, and nano. Chloride dominated the coarse particulate matter (PMC; 18–3.2 μm), NO₂⁻ the fine fraction (PMF; 1.8–0.56 μm), and HCOO⁻ the ultrafine fraction (PMN; 320–56 nm). Ni, Pb, Sb, and V were enriched in PMN. Four- and five-ring PAHs were predominant across all particle size groups. The species present in the coarse fraction come from natural sources, while those in the fine fraction are of anthropogenic origin, mainly from the combustion of diesel and gasoline by vehicle engines.

Downloads

Download data is not yet available.

References

Albuquerque, T.T.A.; Andrade, M.F.; Ynoue, R.Y., 2012. Characterization of atmospheric aerosol in the city of São Paulo, Brazil: comparisons between polluted and unpolluted periods. Environmental Monitoring Assessment, v. 184, 969-984. https://doi.org/10.1007/s10661-011-2013-y.

Bellouin, N., 2026. Climatology of Tropospheric Aerosols, Encyclopedia of Atmospheric Sciences. 3rd edition. Academic Press, pp. 41-49. https://doi.org/10.1016/B978-0-323-96026-7.00010-2.

Beringui, K.; Quinajo, M.F.C.; Justo, E.P.S.; Ventura, L.M.B.; Gioda, A., 2021. Assessment of the concentration and inorganic composition of particulate matter collected in the state of Rio de Janeiro. Química Nova, v. 44, 6. https://doi.org/10.21577/0100-4042.20170717.

Buya, S.; Lim, A.; Saelim, R.; Musikasuwan, S.; Choosong, T.; Taneepanichskul, N., 2024. Impact of air pollution on cardiorespiratory morbidities in Southern Thailand. Clinical Epidemiology and Global Health, v. 25. https://doi.org/10.1016/j.cegh.2023.101501.

Casal, C.S.; Arbilla, G.; Correa, S.M., 2014. Alkyl polycyclic aromatic hydrocarbons emissions in diesel/biodiesel exhaust. Atmospheric Environment, v. 96, 107-116. https://doi.org/10.1016/j.atmosenv.2014.07.028.

Casela, C.; Kiles, F.; Urquhart, C.; Michaud, D.S.; Kirwa, K.; Corlin, L., 2023. Methylomic, proteomic, and metabolomic correlates of traffic-related air pollution in the context of cardiorespiratory health: a systematic review, pathway analysis, and network analysis. Toxics, v. 11, 12. https://doi.org/10.3390/toxics11121014.

Corrêa, S.M.; Arbilla, G.; Silva, C.M.; Da Martins, E.M.; Souza, S.L.Q., 2021. Determination of size-segregated polycyclic aromatic hydrocarbon and its nitro and alkyl analogs in emissions from diesel-biodiesel blends. Fuel, v. 283, 118912. https://doi.org/10.1016/j.fuel.2020.118912.

Cortés, S.; Leiva, C.; Ojeda, M.J.; Bustamante-Ara, N.; Wambaa, W.; Dominguez, A.; Salvo, C.P.; Peralta, C.R.; Arenas, B.R.; Mesa, D.V.; Ahumada-Padilla, E., 2022. Air pollution and cardiorespiratory changes in older adults living in a polluted area in central Chile, v. 16. https://doi.org/10.1177/11786302221107136.

Fu, Z.Q.; Wu, Y.M.; Zhao, S.; Bai, X.X.; Liu, S.H.; Zhao, H.Y.; Hao, Y.; Tian, H.Z., 2023. Emissions of multiple metals from vehicular brake linings wear in China, 1980-2020. Science of The Total Environment, v. 889. https://doi.org/10.1016/j.scitotenv.2023.164380.

Hantrakool, S.; Kumfu, S.; Chattipakorn, S.C.; Chattipakorn, N., 2022. Effects of particulate matter on inflammation and thrombosis: past evidence for future prevention. International Journal of Environmental Research and Public Health, v. 19, 14. https://doi.org/10.3390/ijerph19148771.

HÄRDLE, Wolfgang Karl; SIMAR, Léopold, 2015. Applied multivariate statistical analysis. 4. ed. Springer, Heidelberg.

Hopke, P.K.; Hidy, G., 2022. Changing emissions results in changed PM2.5 composition and health impacts. Atmosphere, v. 13, 2. https://doi.org/10.3390/atmos13020193.

Jairi, I.; Rekbi, A.; Bem-Othman, S.; Hammadi, S.; Canivet, L.; Zgaya-Biau, H., 2025. Enhancing particulate matter risk assessment with novel machine learning-driven toxicity threshold prediction. Engineering Applications of Artificial Intelligence, v.139. https://doi.org/10.1016/j.engappai.2024.109531.

Jakovljevic, I.; Strukil, Z.S.; Pehnec, G.; Horvat, T.; Sankovic, M.; Sumanovac, A.; Davila, S.; Racic, N.; Gajski, G., 2025. Ambient air pollution and carcinogenic activity at three different urban locations. Ecotoxicology and Environmental Safety, v. 289. https://doi.org/10.1016/j.ecoenv.2025.117704.

Justo, E.P.S.; Quijano, M.F.C.; Beringui, K.; Saint’Pierre, T.D.; Gioda, A., 2019. Assessment of Atmospheric PM10 Pollution Levels and Chemical Composition in Urban Areas near the 2016 Olympic Game Arenas. Journal of the Brazilian Chemical Society, v. 31, 5. https://doi.org/10.21577/0103-5053.20190270.

Konieczka, A.; Adamski, M.; Dabrowski, A.; Dabrowska, A.; Jankowski, T., 2022. Distributed air pollution measurement system. Przeglad Elektrotechniczny, v. 98, 127-130. https://doi.org/10.15199/48.2022.01.25.

Koo, J.; Sim, W.J.; Lim, W.; Lim, T.G., 2024. Activation of mixed lineage kinase 3 by fine particulate matter induces skin inflammation in human keratinocytes. Toxicology Letters, v. 402, 38-43. https://doi.org/10.1016/j.toxlet.2024.11.002.

Lee, S.‐H.; Gordon, H.; Yu, H.; Lehtipalo, K.; Haley, R.; Li, Y.; Zhang, R., 2019. New particle formation in the atmosphere: From molecular clusters to global climate. Journal of Geophysical Research: Atmospheres, v. 124 (13), 7098-7146. https://doi.org/10.1029/2018JD029356.

Lin, Y.; Gao, X.Y.; Qiu, X.H.; Liu, J.M.; Tseng, C.H.; Zhang, J.J.; Araujo, J.A.; Zhu, Y.F., 2021. Urinary carboxylic acid metabolites as possible novel biomarkers of exposures to alkylated polycyclic aromatic hydrocarbons. Environmental International, v. 147. https://doi.org/10.1016/j.envint.2020.106325.

Lohmann, R.; Vrana, B.; Muir, D.; Smedes, F.; Sobotka, J.; Zeng, E.Y.; Bao, L.J.; Allan, I.J.; Astrahan, P.; Bidleman, T.; Crowley, D.; Dykyi, E.; Estoppey, N.; Fillmann, G.; Jantunen, L.; Kaserzon, S.; Maruya, K.A.; McHugh, B.; Newman, B.; Prats, R.M.; Tsapakis, M.; Tysklind, M.; van Drooge B.L.; Wong, C.S., 2024. AQUA-GAPS/MONET-Derived Concentrations and Trends of PAHs and Polycyclic Musks across Global Waters. Environmental Science & Technology, v. 58, 13456-13466. https://doi.org/10.1021/acs.est.4c03099.

Orellano, P.; Reynoso, J.; Quaranta, N.; Bardach, A.; Ciapponi, A., 2020. Short-term exposure to particulate matter (PM10 and PM2.5), nitrogen dioxide (NO2), and ozone (O3) and all-cause and cause-specific mortality: Systematic review and meta-analysis. Environmental International, v. 142. https://doi.org/10.1016/j.envint.2020.105876.

Ottaviano, G.; Pendolino, A.L.; Marioni, G.; Crivellaro, M.A.; Scarpa, B.; Nardello, E.; Pavone, C.; Trimarchi, M.V.; Alexandre, E.; Genovois, C.; Moretto, A.; Marani, M.; Andrews, P.J.; Marchese-Ragona, R., 2022. The impact of air pollution and aeroallergens levels on upper airways acute diseases at urban scale. International Journal of Environmental Research, v. 16, 4. https://doi.org/10.1007/s41742-022-00420-x.

Patel, P.N.; Jiang, J.H., 2021. Cloud condensation nuclei characteristics at the Southern Great Plains site: role of particle size distribution and aerosol hygroscopicity. Environmental Research Communications, v. 3. https://doi.org/10.1088/2515-7620/ac0e0b.

Pies, C.; Hoffmann, B.; Petrowsky, J.; Yang, Y.; Ternes, T.A.; Hofmann, T., 2008. Characterization and source identification of polycyclic aromatic hydrocarbons (PAHs) in river bank soils. Chemosphere, v. 72, 1594-1601. https://doi.org/10.1016/j.chemosphere.2008.04.021.

R Core Team, 2020. R: a language and environment for statistical computing. Versão 4.0.0. Vienna, Austria: R Foundation for Statistical Computing (Accessed September 20, 2024) at:. www.r-project.org.

Ravindra, K.; Sokhi, R.; Vangrieken, R., 2008. Atmospheric polycyclic aromatic hydrocarbons: Source attribution, emission factors and regulation. Atmospheric Environment, v. 42, 2895-2921. https://doi.org/10.1016/j.atmosenv.2007.12.010.

Requia, W.J.; Vicedo-Cabrera, A.M.; Amini, H.; Da Silva, G.L.; Schwartz, J.D.; Koutrakis, P., 2023. Short-term air pollution exposure and hospital admissions for cardiorespiratory diseases in Brazil: A nationwide time-series study between 2008 and 2018. Environmental Research, v. 217. https://doi.org/10.1016/j.envres.2022.114794.

Rocha, L.D.S.; Correa, S.M., 2018. Determination of size-segregated elements in diesel-biodiesel blend exhaust emissions. Environmental Science and Pollution Research, v. 25, 18121-18129. https://doi.org/10.1007/s11356-018-1980-8.

Rodríguez-Cotto, R.I.; Ortiz-Martínez, M.G.; Rivera-Ramírez, E.; Mateus, V.L.; Amaral, B.S.; Jiménez-Vélez, B.D.; Gioda, A., 2014. Particle pollution in Rio de Janeiro, Brazil: Increase and decrease of pro-inflammatory cytokines IL-6 and IL-8 in human lung cells. Environmental Pollution, v. 194, 112-120. https://doi.org/10.1016/j.envpol.2014.07.010.

Rogula-Kozlowska, W.; Kozielska, B.; Klejnowski, K., 2013. Concentration, Origin and Health Hazard from Fine Particle-Bound PAH at Three Characteristic Sites in Southern Poland. Bulletin of Environmental Contamination and Toxicology, v. 91, 349-355. https://doi.org/10.1007/s00128-013-1060-1.

Sánchez-Ccoyllo, O.R.; Ynoue, R.Y.; Martins, L.D.; Astolfo, R.; Miranda, R.M.; Freitas, E.D.; Borges, A.S.; Fornaro, A.; Freitas, H.; Moreira, A.; Andrade, M.F., 2009. Vehicular particulate matter emissions in road tunnels in Sao Paulo, Brazil. Environmental Monitoring and Assessment, v. 149, 1-9. https://doi.org/10.1007/s10661-008-0198-5.

Silveira, R.S.; Correa, S.M.; Neto, N., 2022. Possible influence of shipping emissions on metals in size-segregated particulate matter in Guanabara Bay (Rio de Janeiro, Brazil). Environmental Monitoring and Assessment, v. 194, 828. https://doi.org/10.1007/s10661-022-10517-7.

Souza, C.V.; Corrêa, S.M., 2015. Polycyclic aromatic hydrocarbon emissions in diesel exhaust using gas chromatography-mass spectrometry with programmed temperature vaporization and large volume injection. Atmospheric Environment, v. 103, 222-230. https://doi.org/10.1016/j.atmosenv.2014.12.047.

Souza, C.V.; Corrêa, S.M., 2016. Polycyclic aromatic hydrocarbons in diesel emission, diesel fuel and lubricant oil. Fuel, v. 185, 925-931. https://doi.org/10.1016/j.fuel.2016.08.054.

Souza, S.L.Q.; Martins, E.M.; Correa, S.M.; Silva, J.L.; Castro, R.R.; Souza Assed, F., 2021. Determination of trace elements in the nanometer, ultrafine, fine, and coarse particulate matters in an area affected by light vehicular emissions in the city of Rio de Janeiro. Environmental Monitoring Assessment, v.193. https://doi.org/10.1007/s10661-021-08891-9.

Teixeira, J.; Delerue-Matos, C.; Morais, S.; Oliveira, M., 2024. Environmental contamination with polycyclic aromatic hydrocarbons and contribution from biomonitoring studies to the surveillance of global health. Environmental Science and Pollution Research, v. 31, 54339-54362. https://doi.org/10.1007/s11356-024-34727-3.

Verma, M.K.; Chauhan, L.K.S.; Sultana, S.; Kumar, S., 2014. The traffic linked urban ambient air superfine and ultrafine PM1 mass concentration, Contents of pro-oxidant chemicals, And their seasonal drifts in Lucknow, India. Atmospheric Pollution Research, v. 5 (4), 677-685. https://doi.org/10.5094/APR.2014.077.

Verma, P.; Stevanovic, S.; Zare, A.; Dwivedi, G.; Chu Vant, T.; Davidson, M.; Rainey, T.; Brown, R.J.; Ristovski, Z.D., 2019. An Overview of the Influence of Biodiesel, Alcohols, and Various Oxygenated Additives on the Particulate Matter Emissions from Diesel Engines. Energies (Basel), v. 12, 1987. https://doi.org/10.3390/en12101987.

Wang, P.; Zhu, S.Q.; Zhang, M.Y.; Shao, T.; Ying, Q.; Zhang, H.L., 2022. Atmospheric oxidation capacity and its contribution to secondary pollutants formation. Chinese Science Bulletin-Chinese, v. 67, 2069-2078. https://doi.org/10.1360/TB-2021-0761.

Wang, Q.; Liu, M.; Li, Y.; Liu, Y.; Li, S.; Ge, R., 2016a. Dry and wet deposition of polycyclic aromatic hydrocarbons and comparison with typical media in urban system of Shanghai, China. Atmospheric Environment, v. 144, 175-181. https://doi.org/10.1016/j.atmosenv.2016.08.079.

Wang, Q.; Liu, M.; Yu, Y.; Li, Y., 2016b. Characterization and source apportionment of PM2.5-bound polycyclic aromatic hydrocarbons from Shanghai city, China. Environmental Pollution, v. 218, 118-128. https://doi.org/10.1016/j.envpol.2016.08.037.

Wang, S.B.; Liu, G.J.; Yi, M.J.; Huang, X.M.; Zhang, H.; Hong, X.Y., 2022. The characteristics of particulate matter during an air pollution process revealed by joint observation of multiple equipments. Atmospheric Pollution Research, v.13, 8. https://doi.org/10.1016/j.apr.2022.101487.

Wang, Y.; Liu, H.; Lee, C.F.F., 2016c. Particulate matter emission characteristics of diesel engines with biodiesel or biodiesel blending: A review. Renewable and Sustainable Energy Reviews, v. 64, 569-581. https://doi.org/10.1016/j.rser.2016.06.062.

Zhang, J.; Cai, L.; Yuan, D.; Chen, M., 2004. Distribution and sources of polynuclear aromatic hydrocarbons in Mangrove surficial sediments of Deep Bay, China. Marine Pollution Bulletin, v. 49, 479-486. https://doi.org/10.1016/j.marpolbul.2004.02.030.

Zhang, J.; Lim, Y.H.; So, R.; Mortensen, L.H.; Napolitano, G.M.; Cole-Hunter, T.; Tuffier, S.; Bergmann, M.; Maric, M.; Shahri, S.M.T.; Brandt, J.; Ketzel, M.; Loft, S.; Andersen, Z.J., 2024. Long-Term Exposure to Air Pollution and Risk of Acute Lower Respiratory Infections in the Danish Nurse Cohort. Annals of the American Thoracic Society, v. 21, 1129-1138. https://doi.org/10.1513/AnnalsATS.202401-074OC.

Zhang, R.; Suh, I.; Zhao, J.; Zhang, D.; Fortner, E.C.; Tie, X.; Molina, L.T.; Molina, M.J., 2004. Atmospheric New Particle Formation Enhanced by Organic Acids. Science, v. 304, 1487-1490. https://doi.org/10.1126/science.1095139.

Downloads

Additional Files

Published

2026-01-05

How to Cite

Caceres, M. F., Santa-Helena, E., De Falco, A., Gonçalves, G., Pedreira, M. F. de S., Corrêa, S. M., & Gioda, A. (2026). Chemical characteristics of size-segregated particles from a brazilian coastal megacity. Revista Brasileira De Ciências Ambientais, 61, e2543. https://doi.org/10.5327/Z2176-94782543