Abstract
In this work, we report metals concentrations in 80 PM10 samples collected at four sites in the Mexico City Metropolitan Area (MCMA): Tlalnepantla (NE), Xalostoc (NE), Merced (C), and Pedregal (S), during the dry/cold season (October to January) for the 2004–2014 period. Mean PM10 mass concentration (66.1 µg m−3) significantly exceeds the annual mean air quality guidelines recommended by the World Health Organization. The statistical analysis of concentration data and meteorological parameters allows us to recognize the importance of wind intensity speed (Wsp) and wind direction conditions in the enrichment of PM concentrations. The proximity and magnitude of the emitting source is also relevant for PM concentration. Such conditions favored that higher metal concentration was recognized at the north of the studied area. By means principal component analysis (PCA) was difficult to identify the groups of metals associated with specific sources (anthropogenic and geogenic) given the high complexity of the study area and the long period of time evaluated. Metal concentration trend shows an important positive trend for Pt, V and Cr, while PM10, Ni, Cu, Ag and Sb show a trend of moderate increase. In contrast, Pb and Co registered a strong percentage reduction, while Hg, Mn, As and Cd show a slight reduction, probably resulting from the implementation of regulatory measures and influenced by urban changes associated at the north of the studied area. The results of this research provide information that should be considered for evaluating the impact of anthropogenic sources and applying regulatory measures to control emissions.
Similar content being viewed by others
References
Albuquerque, M., Coutinho, M., Rodrigues, J., Ginja, J., & Borrego, C. (2017). Long-term monitoring of trace metals in PM10 and total gaseous mercury in the atmosphere of Porto. Portugal. Atmospheric Pollution Research, 8(3), 535–544.
Aldabe, J., Elustondo, D., Santamaría, C., Lasheras, E., Pandolfi, M., Alastuey, A., et al. (2011). Chemical characterization and source apportionment of PM2.5 and PM10 at rural, urban and traffic sites in Navarra (North of Spain). Atmospheric Research, 102(1), 191–205.
Arruti, A., Fernández-Olmo, I., & Irabien, A. (2011). Impact of the global economic crisis on metal levels in particulate matter (PM) at an urban area in the Cantabria Region (Northern Spain). Environmental Polluttion, 159(5), 1129–1135.
Bocca, B., Caimi, S., Smichowski, P., Gomez, D., & Caroli, S. (2006). Monitoring Pt and Rh in urban aerosols from Buenos Aires, Argentina. The Science of the Total Environment, 358, 255–264.
Chen, S. J., Lo, C. T., Fang, G. C., & Huang, C. S. (2012). Particulate-bound mercury (Hg [p]) size distributions in central Taiwan. Environment Forensics, 13(2), 98–104.
Chen, Y., Schleicher, N., Chen, Y., Chai, F., & Norra, S. (2014). The influence of governmental mitigation measures on contamination characteristics of PM2. 5 in Beijing. The Science of the Total Environment, 490, 647–658.
Cusack, M., Alastuey, A., Pérez, N., Pey, J., & Querol, X. (2012). Trends of particulate matter (PM 2.5) and chemical composition at a regional background site in the Western Mediterranean over the last nine years (2002–2010). Atmospheric Chemistry and Physics, 12(18), 8341–8357.
Das, R., Khezri, B., Srivastava, B., Datta, S., Sikdar, P. K., Webster, R. D., & Wang, X. (2015). Trace element composition of PM25 and PM10 from Kolkata–a heavily polluted Indian metropolis. Atmospheric Pollution Research, 6(5), 742–750.
DDF (Departamento del Distrito Federal). 1990. Programa Integral contra la Contaminación Atmosférica. (PICCA). Un compromiso común. Zona Metropolitana. México, D.F. Available at: www.aire.cdmx.gob.mx/descargas/publicaciones/flippingbook/picca/#p=1. Accessed May 2019.
Garza-Galindo, R., Morton-Bermea, O., Hernández-Álvarez, E., Ordoñez-Godínez, S. L., Amador-Muñoz, O., Beramendi-Orosco, L. E., et al. (2019). Spatial and temporal distribution of metals in PM 2.5 during 2013: assessment of wind patterns to the impacts of geogenic and anthropogenic sources. Environmental Monitoring and Assessessment, 191(3), 165.
Garza-Galindo, R., Morton-Bermea, O., Hernández-Álvarez, E., Ordoñez-Godínez, S.L., Amador-Muñoz, O., Beramendi-Orosco, L., Retama-Hernández, A,, Miranda, J., Rosas-Pérez, I. (2018). Platinum concentration in PM2.5 in the Mexico City Metropolitan Area: relationship to meteorological conditions. Human and Ecological Risk Assessment: An International Journal, 1–11.
Gomez, B., Palacios, M. A., Gomez, M., Sanchez, J. L., Morrison, G., Rauch, S., et al. (2002). Levels and risk assessment for humans and ecosystems of platinum-group elements in the airborne particles and road dust of some European cities. The Science of the Total Environment, 299(1–3), 1–19.
Gupta, I., Salunkhe, A., & Kumar, R. (2010). Modelling 10-year trends of PM10 and related toxic heavy metal concentrations in four cities in India. The Journal of Hazardous Materials, 179(1–3), 1084–1095.
Guzmán-Morales, J., Morton-Bermea, O., Hernández-Álvarez, E., Rodríguez-Salazar, M. T., García-Arreola, M. E., & Tapia-Cruz, V. (2011). Assessment of atmospheric metal pollution in the urban area of Mexico City, using Ficus benjamina as biomonitor. Bulletin of Environmental Contamination and Toxicology, 86(5), 495–500.
Kanitsar, K., Koellensperger, G., Hann, S., Limbeck, A., Puxbaum, H., & Stingeder, G. (2003). Determination of Pt, Pd and Rh by inductively coupled plasma sector field mass spectrometry (ICP-SFMS) in size-classified urban aerosol samples. The Journal of Analytical Atomic Spectrometry, 18, 239–246.
Kulshrestha, A., Gursumeeran Satsangi, P., Masih, J., Taneja, A. (2009). Metal concentration of PM2.5 and PM10 particles and seasonal variations in urban and rural environment of Agra, India. Science of The Total Environment 407(24), 6196–6204.
Moreno, T., Querol, X., Alastuey, A., Viana, M., Salvador, P., De la Campa, A. S., et al. (2006). Variations in atmospheric PM trace metal content in Spanish towns: 410 illustrating the chemical complexity of the inorganic urban aerosol cocktail. Atmospheric Environment, 40(35), 6791–6803.
Morera-Gómez, Y., Elustondo, D., Lasheras, E., Alonso-Hernández, C. M., & Santamaría, J. M. (2018). Chemical characterization of PM10 samples collected simultaneously at a rural and an urban site in the Caribbean coast: Local and long-range source apportionment. Atmospheric Environment, 192, 182–192.
Morton, O., Puchelt, H., Hernández, E., & Lounejeva, E. (2001). Traffic-related platinum group elements (PGE) in soils from Mexico City. Journal of Geochemical Exploration, 72(3), 223–227.
Morton-Bermea, O., Amador-Muñoz, O., Martínez-Trejo, L., Hernández-Álvarez, E., Beramendi-Orosco, L., & García-Arreola, M. E. (2014). Platinum in PM 2.5 of the metropolitan area of Mexico City. Environmental Geochemistry and Health, 36(5), 987–994.
Morton-Bermea, O., Beramendi-Orosco, L., Martínez-Reyes, Á., Hernández-Álvarez, E., & González-Hernández, G. (2016). Increase in platinum group elements in Mexico City as revealed from growth rings of Taxodium mucronatum ten. Environental Geochemistry and Health, 38(1), 195–202.
Morton-Bermea, O., Garza-Galindo, R., Hernández-Álvarez, E., Amador-Muñoz, O., Garcia-Arreola, M. E., Ordoñez-Godínez, S. L., et al. (2018a). Recognition of the importance of geogenic sources in the content of metals in PM 2.5 collected in the Mexico City Metropolitan Area. Environmental monitoring and assessment, 190(2), 83.
Morton-Bermea, O., Garza-Galindo, R., Hernández-Álvarez, E., Ordoñez-Godínez, S. L., Amador-Muñoz, O., Beramendi-Orosco, L., et al. (2018b). Atmospheric PM 25 Mercury in the Metropolitan Area of Mexico City. Bulletin of Environmental Contamination and Toxicology, 100(4), 588–592.
Morton-Bermea, O., Hernández-Álvarez, E., Gaso, I., & Segovia, N. (2002). Heavy metal concentrations in surface soils from Mexico City. Bulletin of Environmental Contamimation and Toxicology, 68(3), 383–388.
Morton-Bermea, O., Hernández-Álvarez, E., González-Hernández, G., Romero, F., Lozano, R., & Beramendi-Orosco, L. E. (2009). Assessment of heavy metal pollution in urban topsoils from the metropolitan area of Mexico City. Journal of Geochemical Exploration, 101(3), 218–224.
Morton-Bermea, O., Hernández-Álvarez, E., Ordóñez-Godínez, S., Beramendi-Orosco, L. E., Vega-Rodríguez, J., & Amador-Muñoz, O. (2015). Increase of the environmental Pt concentration in the metropolitan area of Mexico City associated to the use of automobile catalytic converters. Platinum metals in the environment (pp. 257–264). Berlin, Heidelberg: Springer.
OECD (Organisation for Economic Co-operation and Development). 2013. OECD Environmental Performance Reviews: Mexico 2013, OECD Publishing. Available at: https://www.oecd.org/env/oecd-environmental-performance-reviews-mexico-2013-9789264180109-en.htm Accessed May 2019.
Pantic, I., Tamayo-Ortiz, M., Rosa-Parra, A., Bautista-Arredondo, L., Wright, R. O., Peterson, K. E., et al. (2018). Children’s Blood Lead Concentrations from 1988 to 2015 in Mexico City: The Contribution of Lead in Air and Traditional Lead-Glazed Ceramics. International Journal of Environmental Research and Public Health, 15, 2153.
Pyta, H., Rosik-Dulewska, C., & Czaplicka, M. (2009). Speciation of ambient mercury in the Upper Silesia Region, Poland. Water, Air, & Soil Pollution, 197(1–4), 233–240.
Querol, X., Alastuey, A., Pandolfi, M., Reche, C., Perez, N., Minguillón, M. C., et al. (2014). 2001–2012 trends on air quality in Spain. The Science of the Total Environment, 490, 957–969.
Rauch, S., Hemondm, H. F., Peucker-Ehrenbrink, B., Ek, K. H., & Morrison, G. M. (2005). Platinum group element concentrations and osmium isotopic composition in urban airborne particles from Boston. Massachusetts. Environmental Science and Technology, 39(24), 9464–9470.
Rauch, S., Lum, M., Morrisonm, G., & M. . (2001). Heterogeneity of platinum group metals in airborne particles. Environmental Science and Technology, 35(3), 595–599.
Rauch, S., Peucker-Ehrenbrink, B., Molina, L. T., Molina, M. J., Ramos, R., & Hemond, H. F. (2006). Platinum group elements in airborne particles in Mexico City. Environtal Science and Technology, 40(24), 7554–7560.
Rodríguez-Salazar, M. T., Morton-Bermea, O., Hernández-Alvarez, E., Lozano, R., & Tapia-Cruz, V. (2011). The study of metal contamination in urban topsoils of Mexico City using GIS. Environmental Earth Sciences, 62(5), 899–905.
Romieu, I., Lacasanam, M., & McConnell, R. (1997). Lead exposure in Latin America and the Caribbean. Lead Research Group of the Pan-American Health Organization. Environmental health perspectives, 105(4), 398–405.
Rovira, J., Sierram, J., Nadal, M., Schuhmacher, M., & Domingo, J. L. (2018). Main components of PM 10 in an area influenced by a cement plant in Catalonia, Spain: Seasonal and daily variations. Environmental Research, 165, 201–209.
Schierl, R. (2000). Environmental monitoring of platinum in air and urine. Microchemical Journal, 67(1–3), 245–248.
Styszko, K., Szramowiat, K., Kistler, M., Kasper-Giebl, A., Samek, L., Furman, L., et al. (2015). Mercury in atmospheric aerosols: a preliminary case study for the city of Krakow. Poland. Comptes rendus Chimie, 18(10), 1183–1191.
Thomas, V. M., Socolow, R. H., Fanelli, J. J., & Spiro, T. G. (1999). Effects of reducing lead in gasoline: an analysis of the international experience. Environmental Science & Technology, 33(22), 3942–3948.
Tsai, Y. I., Kuo, S. C., & Lin, Y. H. (2003). Temporal characteristics of inhalable mercury and arsenic aerosols in the urban atmosphere in southern Taiwan. Atmospheric Environment, 37(24), 3401–3411.
World Health Organization (2006). WHO Air quality guidelines for particulate matter, ozone, nitrogen dioxide and sulfur dioxide: global update 2005: summary of risk assessment (No. WHO/SDE/PHE/OEH/06.02). World Health Organization.
Zereini, F., Alsenz, H., Wiseman, C. L., Püttmann, W., Reimer, E., Schleyer, R., et al. (2012). Platinum group elements (Pt, Pd, Rh) in airborne particulate matter in rural vs. urban areas of Germany: concentrations and spatial patterns of distribution. The Science of the Total Environment, 416, 261–268.
Zhai, Y., Liu, X., Chen, H., Xu, B., Zhu, L., Li, C., & Zeng, G. (2014). Source identification and potential ecological risk assessment of heavy metals in PM2. 5 from Changsha. The Science of the Total Environment, 493, 109–115.
Zhang, H., Wang, S., Hao, J., Wang, X., Wang, S., Chai, F., & Li, M. (2016). Air pollution and control action in Beijing. Journal of Cleaner Production, 112, 1519–1527.
Zhang, R., Jing, J., Tao, J., Hsu, S. C., Wang, G., Cao, J., et al. (2013). Chemical characterization and source apportionment of PM25 in Beijing: seasonal perspective. Atmospheric Chemistry and Physics, 13(14), 7053–7707.
Acknowledgements
We thank the Dirección General de Asuntos del Personal Académico, Universidad Nacional Autónoma de México for the financial support provided (Project IN103717). We acknowledge also the Secretaría de Medio Ambiente del Gobierno de la Ciudad de México for providing the study samples. The authors would like to thank Dr. Isidro Montes-Ávila for his valuable collaboration in the interpretation of geochemical data.
Author information
Authors and Affiliations
Corresponding author
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Morton-Bermea, O., Hernández-Alvarez, E., Almorín-Ávila, M.A. et al. Historical trends of metals concentration in PM10 collected in the Mexico City metropolitan area between 2004 and 2014. Environ Geochem Health 43, 2781–2798 (2021). https://doi.org/10.1007/s10653-021-00838-w
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10653-021-00838-w