Flavio Soares Silva^1*, Ricardo Henrique Moreton Godoi², Romà T auler³, Paulo Afonso de André⁴, Paulo Hilário Nascimento Saldiva⁴, Rene van Grieken⁵, Mary Rosa Rodrigues de Marchi⁶

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¹ Physic and Chemistry Institute, Federal University of Itajubá (UNIFEI), Itajubá, Brazil.
² Environmental Engineering Department, Federal University of Paraná (UFPR), Curitiba, Brazil.
³ Institute for Environmental Assessment and Water Research (IDAEA-CSIC), Barcelona, Spain.
⁴ Department of Pathology, Faculty of Medicine, University of Sao Paulo (USP), Sao Paulo, Brazil.
⁵ Department of Chemistry, University of Antwerp, Antwerp, Belgium.
⁶ Analytical Chemistry Department, Institute of Chemistry, Univ Estadual Paulista (Unesp), Araraquara, Brazil.
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Abstract: Particulate matter with an aerodynamic diameter below 2.5 μm (PM2.5), present in polluted air, has been associated with a large spectrum of health impairments, mainly because of its deep deposition into the lungs. Araraquara City (Southeast Brazil) is surrounded by sugar-cane plantations, which are burned to facilitate the harvesting; this process causes environmental pollution due to the large amounts of soot that are released into the atmosphere. In this work, the elemental composition of PM2.5 was studied in two scenarios, namely in sugar-cane harvesting (HV) and in non-harvesting (NHV) seasons. The sampling strategy included one campaign in each season. PM2.5 was collected using a dichotomous sampler (10 L·min-1, 24 h) with PTFE filters. Information concerning the bulk elemental concentration was provided by energy-dispersive X-ray fluorescence. Enrichment factor analysis indicated that S, Cl, K, Cr, Ni, Cu, Zn, As, Cd and Pb were highly enriched relative to their crustal ratios (to Al). Principal component analysis was used to get some insight about the sources of the elements. Principal component 1 (PC1) explained 30.5% of data variance. The elements that had high loading (>0.7) were: S, Cr, As, and Pb; these are associated with combustion of fossil fuels. In principal component 2 (PC2), Cl, Cu, Zn, and Cd showed high loadings; these elements are associated with biomass burning. The Ni concentration found is three times larger than the threshold of risk for lung cancer, as recommended by the World Health Organization.

Keywords: Sugar-Cane Burning, PM2.5, Individual Particle Analysis, EDXRF, Cluster Analysis, Principal Components Analysis

Cite this paper: Silva, F. , Godoi, R. , auler, R. , André, P. , Saldiva, P. , Grieken, R. and Marchi, M. (2015) Elemental Composition of PM_2.5 in Araraquara City (Southeast Brazil) during Seasons with and without Sugar Cane Burning. Journal of Environmental Protection, 6, 426-434. doi: 10.4236/jep.2015.65041.

References

[1]   INPE (2015) Monitoring of Cane Sugar.
http://www.dsr.inpe.br/laf/canasat/dados/SP_2013-14.xls

[2]   Zamperlini, G.C.M., Santiago-Silva, M. and Vilegas, W. (2000) Solid-Phase Extraction of Sugar-Cane Soot Extract for Analysis by Gas Chromatography with Flame Ionisation and Mass Spectrometric Detection. Journal of Chromatography A, 889, 281-286.
http://dx.doi.org/10.1016/S0021-9673(00)00291-0

[3]   Andrade, S.J., Cristale, J., Silva, F.S., Zocolo, G.J. and Marchi, M.R.R. (2010) Contribution of Sugar-Cane Harvesting Season to Atmospheric Contamination by Polycyclic Aromatic Hydrocarbons (PAHs) in Araraquara City, Southeast Brazil. Atmospheric Environment, 44, 2913-2919.
http://dx.doi.org/10.1016/j.atmosenv.2010.04.026

[4]   Silva, F.S., Cristale, J., Andre, P.A., Saldiva, P.H.N. and Marchi, M.R.R. (2010) PM2.5 and PM10: The Influence of Sugar-Cane Burning on Potential Cancer Risk. Atmospheric Environment, 44, 5133-5138.
http://dx.doi.org/10.1016/j.atmosenv.2010.09.001

[5]   Zheng, N., Liu, J., Wang, Q. and Liang, Z. (2010) Heavy Metals Exposure of Children from Stairway and Sidewalk Dust in the Smelting District, Northeast of China. Atmospheric Environment, 44, 3239-3245.
http://dx.doi.org/10.1016/j.atmosenv.2010.06.002

[6]   Brito, J.M., Belotti, L., Toledo, A.C., Antonangelo, L., Silva, F.S., Alvim, D.S., Andre, P.A., Saldiva, P.H.N. and Rivero, D.H.R.F. (2010) Acute Cardiovascular and Inflammatory Toxicity Induced by Inhalation of Diesel and Biodiesel Exhaust Particles. Toxicological Sciences, 116, 67-78.
http://dx.doi.org/10.1093/toxsci/kfq107

[7]   Fahmy, B., Ding, L., You, D., Lomnicki, S., Dellinger, B. and Cormier, S.A. (2010) In Vitro and in Vivo Assessment of Pulmonary Risk Associated with Exposure to Combustion Generated Fine Particles. Environmental Toxicology and Pharmacology, 29, 173-182.
http://dx.doi.org/10.1016/j.etap.2009.12.007

[8]   Valavanidis, A., Fiotakis, K. and Vlachogianni, T. (2008) Airborne Particulate Matter and Human Health: Toxicological Assessment and Importance of Size and Composition of Particles for Oxidative Damage and Carcinogenic Mechanisms. Journal of Environmental Science and Health, Part C, 26, 339-362.
http://dx.doi.org/10.1080/10590500802494538

[9]   Mihucz, V.G., Szigeti, T., Dunster, C., Giannoni, M., Kluizenaar, Y., Cattaneo, A., Mandin, C., Bartzis, J.G., Lucarelli, F., Kelly, F.J. and Záray, G. (2015) An Integrated Approach for the Chemical Characterization and Oxidative Potential Assessment of Indoor PM2.5. Microchemical Journal, 119, 22-29.
http://dx.doi.org/10.1016/j.microc.2014.10.006

[10]   Kovacevik, B., Wagner, A., Boman, J., Laursen, J. and Pettersson, J.B.C. (2011) Elemental Composition of Fine Particulate Matter (PM2.5) in Skopje, FYR of Macedonia. X-Ray Spectrometry, 40, 280-288.
http://dx.doi.org/10.1002/xrs.1337

[11]   Godoi, R.H.M., Godoi, A.F.L., Worobiec, A., Andrade, S.J., de Hoog, J., Santiago-Silva, M.R. and Van Grieken, R. (2004) Characterisation of Sugar Cane Combustion Particles in Araraquara Region, Southeast Brazil. Microchimica Acta, 145, 53-56.
http://dx.doi.org/10.1007/s00604-003-0126-x

[12]   Quiterio, S.L., Silva, C.R.S., Arbilla, G. and Escaleira, V. (2004) Metals in Airborne Particulate Matter in the Industrial District of Santa Cruz, Rio de Janeiro, in an Annual Period. Atmospheric Environment, 38, 321-331.
http://dx.doi.org/10.1016/j.atmosenv.2003.09.017

[13]   Pereira, P.A.P., Lopes, W.A., Carvalho, L.S., Rocha, G.O., Bahia, N.C., Loyola, J., Quiterio, S.L., Escaleira, V., Arbilla, G. and Andrade, J.B. (2007) Atmospheric Concentrations and Dry Deposition Fluxes of Particulate Trace Metals in Salvador, Bahia, Brazil. Atmospheric Environment, 41, 7837-7850.
http://dx.doi.org/10.1016/j.atmosenv.2007.06.013

[14]   Bowen, J.E. (1969) Absorption of Copper, Zinc, and Manganese by Sugarcane Leaf Tissue. Plant Physiology, 44, 255-261.
http://dx.doi.org/10.1104/pp.44.2.255

[15]   Vasconcellos, P.C., Balasubramanian, R., Bruns, R.E., Sanchez-Ccoyllo, O., Andrade, M.F. and Flues, M. (2007) Water-Soluble Ions and Trace Metals in Airborne Particles over Urban Areas of the State of Sao Paulo, Brazil: Influences of Local Sources and Long Range Transport. Water, Air, & Soil Pollution, 186, 63-73.
http://dx.doi.org/10.1007/s11270-007-9465-2

[16]   Artaxo, P., Fernandes, E.T., Martins, J.V., Yamasoe, M.A., Hobbs, P.V., Maenhaut, W., Longo, K.M. and Castanho, A. (1998) Large-Scale Aerosol Source Apportionment in Amazonia. Journal of Geophysical Research, 103, 31837-31847.
http://dx.doi.org/10.1029/98JD02346

[17]   Yamasoe, M.A., Artaxo, P., Miguel, A.H. and Allen, A.G. (2000) Chemical Composition of Aerosol Particles from Direct Emissions of Vegetation Fires in the Amazon Basin: Water-Soluble Species and Trace Elements. Atmospheric Environment, 34, 1641-1653.
http://dx.doi.org/10.1016/S1352-2310(99)00329-5

[18]   Yatkin, S. and Bayram, A. (2007) Elemental Composition and Sources of Particulate Matter in the Ambient Air of a Metropolitan City. Atmospheric Research, 85, 126-139.
http://dx.doi.org/10.1016/j.atmosres.2006.12.002

[19]   Brokamp, C., Rao, M.B., Fan, Z. and Ryan, P.H. (2015) Does the Elemental Composition of Indoor and Outdoor PM2.5 Accurately Represent the Elemental Composition of Personal PM2.5? Atmospheric Environment, 101, 226-234.
http://dx.doi.org/10.1016/j.atmosenv.2014.11.022

[20]   Vallius, M., Janssen, N.A.H., Heinrich, J., Hoek, G., Ruuskanen, J., Cyrys, J., Van Grieken, R., Hartog, J.J., Kreyling, W.G. and Pekkanen, J. (2005) Sources and Elemental Composition of Ambient PM2.5 in Three European Cities. Science of the Total Environment, 337, 147-162.
http://dx.doi.org/10.1016/j.scitotenv.2004.06.018

[21]   (2009) Statistica 7.0. StatSoft Inc., Tulsa, USA.

[22]   Stevens, J.P. (2002) Applied Multivariate Statistics for the Social Sciences. 4th Edition, Lawrence Erlbaum, Mahwah.

[23]   Hoornaert, S., Godoi, R.H.M. and Van Grieken, R. (2004) Elemental and Single Particle Aerosol Characterisation at a Background Station in Kazakhstan. Journal of Atmospheric Chemistry, 48, 301-315.
http://dx.doi.org/10.1023/B:JOCH.0000044432.74476.b0

[24]   Maenhaut, W., Cornille, P., Pacyna, J.M. and Vitols, V. (1989) Trace Element Composition and Origin of the Atmospheric Aerosol in the Norwegian Arctic. Atmospheric Environment, 23, 2551-2569.
http://dx.doi.org/10.1016/0004-6981(89)90266-7

[25]   Van Malderen, H., Van Grieken, R., Bufetov, N.V. and Koutzenogii, K.P. (1996) Chemical Characterization of Individual Aerosol Particles above Lake Baikal, Siberia. Environmental Science & Technology, 30, 312-321.
http://dx.doi.org/10.1021/es950402k

[26]   Duce, R., Hoffman, G., Ray, B., Fletcher, I., Wallace, G., Fasching, J., Piotrowicz, S., Walsh, P., Hoffman, E., Miller, J. and Heffter, J. (1976) Trace Metals in the Marine Atmosphere: Sources and Fluxes. Lexington Books, Lexington.

[27]   Avigo Jr., D., Godoi, A.F.L., Janissek, P.R., Makarovska, Y., Krata, A., Potgieter-Vermaak, S., Alfoldy, B., Van Grieken, R. and Godoi, R.H.M. (2008) Particulate Matter Analysis at Elementary Schools in Curitiba, Brazil. Analytical and Bioanalytical Chemistry, 391, 1459-1468.
http://dx.doi.org/10.1007/s00216-008-2031-y

[28]   Monteiro, L.P.C. and Mainier, F.B. (2008) Queima de pneus inservíveis em fornos de clínquer. Engevista, 10, 52-58.

[29]   CETESB (2009) Report on Air Quality in the State of Sao Paulo, Brazil.
http://www.cetesb.sp.gov.br/ar/qualidade-do-ar/31-publicacoes-e-relatorios

[30]   Van Den Wall Bake, J.D., Junginger, M., Faaij, A., Poot, T. and Walter, A. (2009) Explaining the Experience Curve: Cost Reductions of Brazilian Ethanol from Sugarcane. Biomass and Bioenergy, 33, 644-658.
http://dx.doi.org/10.1016/j.biombioe.2008.10.006

[31]   Monitoring of Foci (2010).
http://sigma.cptec.inpe.br/queimadas/queimamensaltotal1.html?id=mm#