Skip to main content
Log in

Annual and Seasonal Variations of Trace Metals in Atmospheric Suspended Particulate Matter in Islamabad, Pakistan

  • Published:
Water, Air, and Soil Pollution Aims and scope Submit manuscript

Abstract

Total Suspended particulate matter (TSP) in urban atmosphere of Islamabad was collected using a high volume sampling technique for a period of one year. The nitric acid–perchloric acid extraction method was used and the metal contents were estimated by atomic absorption spectrophotometer. The highest mean concentration was found for Ca at 4.531 µg/m3, followed by Na (3.905 µg/m3), Fe (2.464 µg/m3), Zn (2.311 µg/m3), K (2.086 µg/m3), Mg (0.962 µg/m3), Cu (0.306 µg/m3), Sb (0.157 µg/m3), Pb (0.144 µg/m3) and Sr (0.101 µg/m3). On an average basis, the decreasing metal concentration trend was: Ca > Na > Fe > Zn > K > Mg > Cu > Sb > Pb > Sr > Mn > Co > Ni > Cr > Li > Cd ≈ Ag. The TSP levels varied from a minimum of 41.8 to a maximum of 977 µg/m3, with a mean value of 164 µg/m3, which was found to be higher than WHO primary and secondary standards. The correlation study revealed very strong correlations (r > 0.71) between Fe–Mn, Sb–Co, Na–K, Mn–Mg, Pb–Cd and Sb–Sr. Among the meteorological parameters, temperature, wind speed and pan evaporation were found to be positively correlated with TSP, Ca, Fe, K, Mg, Mn and Ag, whereas, they exhibited negative relationships with relative humidity. On the other hand, Pb, Sb, Zn, Co, Cd and Li revealed significant positive correlations with relative humidity and negative with temperature, wind speed and pan evaporation. The major sources of airborne trace metals identified with the help of principle component analysis and cluster analysis were industrial emissions, automobile exhaust, biomass burning, oil combustion, fugitive emissions, resuspended soil dust and earth crust. The TSP and selected metals were also studied for seasonal variations, which showed that Na, K, Zn, Cu, Pb, Sb, Sr, Co and Cd peaked during the winter and remained lowest during the summer, while Ca, Fe, Mg and Mn were recorded highest during the spring.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5

Similar content being viewed by others

References

  • ATSDR (2002). Regulations and guidelines applicable. Agency for Toxic Substances and Disease Registry. Retrieved from http://www.atsdr.cdc.gov/toxprofiles/tp11-c8.pdf.

  • Charlson, R. J., Schwartz, S. E., Hales, J. M., Cess, R. D., Coakley, J. A., Hansen, J. E., et al. (1992). Climate forcing by anthropogenic aerosols. Science, 255, 423–430.

    Article  CAS  Google Scholar 

  • Cohen, D. D. (1999). Seasonal and regional variations in ambient fine particle concentrations and sources in New South Wales, Australia – A seven year study. International Conference on Urban Climatology, 1–6.

  • Colombo, J. C., Landoni, P., & Bilos, C. (1999). Sources, distribution and variability of airborne particles and hydrocarbons in La Plata area, Argentina. Environmental Pollution, 104, 305–314.

    Article  CAS  Google Scholar 

  • Dickerson, R. R., Kondragunta, S., Stenchikov, G., Civerolo, K. L., Doddridge, B. G., & Holben, B. N. (1997). The impact of aerosols on solar ultraviolet radiation and photochemical smog. Science, 278, 1821–1832.

    Article  Google Scholar 

  • Dockery, D. W., Pope III, C. A., Xu, X., Spengler, J. D., Ware, J. H., Martha, E. F., et al. (1993). An association between air pollution and mortality in six US cities. New England Journal of Medicine, 329, 1753–1759.

    Article  CAS  Google Scholar 

  • EC (European Commission) (2000). DG environmental working group on arsenic, cadmium and nickel compounds, Ambient air pollution by As, Cd and Ni compounds. Position Paper (Final Version), October.

  • Fang, G. C., Chang, C. N., Wu, Y. S., Wang, V., Fu, P. P. C., Yang, D. G., et al. (2000). Study on particulate and metallic elements variation at day-time and night-time periods in urban atmosphere. Toxicological and Environmental Chemistry, 76(1–2), 83–94.

    CAS  Google Scholar 

  • Fang, G. C., Wu, Y. S., Haung, S. H., & Rau, J. Y. (2004). Dry deposition (downward, upward) concentration study of particulates and heavy metals during daytime, night time period at the traffic sampling site of Sha-Lu, Taiwan. Chemosphere, 56, 509–518.

    Article  CAS  Google Scholar 

  • Garcia, J. H., Li, W. W., Arimoto, R., Okrasinski, R., Greenlee, J., Walton, J., et al. (2004). Characterization and implication of potential fugitive dust sources in the Paso del Norte region. Science of the Total Environment, 325, 95–112.

    Article  CAS  Google Scholar 

  • Gonzalez, E. B., Garda, J. M. A., Velasco, E. S., & Mahia, P. L. (1997). Metals in airborne particulate matter in La Coruna (NW Spain). Science of the Total Environment, 196(2), 131–139.

    Article  Google Scholar 

  • Gotschi, T., Arx, M. E. H., Heinrich, J., Bono, R., Burney, P., Forsberg, B., et al. (2005). Elemental composition and reflectance of ambient fine particles at 21 European locations. Atmospheric Environment, 39, 5947–5958.

    Article  Google Scholar 

  • Hair Jr., J. F., Anderson, R. E., Tatham, R. L., & Back, W. C. (1998). Multivariate data analysis (p. 7305th ed.). Englewood Cliffs, NJ: Prentice-Hall.

    Google Scholar 

  • Hrsak, K., Sisovic, A., Skrbec, A., & Sega, K. (2001). Seasonal differences in the levels of suspended particulate matter and heavy metals in the vicinity of waste dump. Atmospheric Environment, 35, 3543–3546.

    Article  CAS  Google Scholar 

  • Jalkanen, L., & Manninen, P. (1996). Multivariate data analysis of aerosol collected on the Gulf of Finland. Environmetrics, 7, 27–38.

    Article  Google Scholar 

  • Jonsson, P., Bennet, C., Eliasson, I., & Lindgren, E. S. (2004). Suspended particulate matter and its relations to the urban climate in Dar es Salam, Tanzania. Atmospheric Environment, 38, 4175–4181.

    Article  CAS  Google Scholar 

  • Khan, F. K. (1991). Geography of Pakistan: Environment, people and economy. Karachi: Oxford University Press.

    Google Scholar 

  • Kim, K. H., Kim, D. S., & Lee, T. J. (1997). The Temporal variabilities in the concentrations of airborne Lead and its relationship to aerosol behaviour. Atmospheric Environment, 31(20), 3449–3458.

    Article  CAS  Google Scholar 

  • Kim, K. H., Lee, J. H., & Jang, M. S. (2002a). Metals in airborne particulate matter from the first and second industrial complex area of Taejon city, Korea. Environmental Pollution, 118, 41–51.

    Article  CAS  Google Scholar 

  • Kim, K. H., Lee, H. S., Youn, Y. H., Yun, S. T., Ro, C. U., & Oh, J. M. (2002b). Studies of spatial variabilities of airborne metals across four different land-use types. Water, Air and Soil Pollution, 138(104), 7–24.

    Article  CAS  Google Scholar 

  • Manoli, E., Vousta, D., & Samara, C. (2002). Chemical characterization and source identification/apportionment of fine and coarse air particles in Thessaloniki, Greece. Atmospheric Environment, 36, 949–961.

    Article  CAS  Google Scholar 

  • Method IO-2.1 (1999). Sampling of ambient air for total suspended particulate matter (SPM) and PM10 using high volume sampler. In Compendium of methods for the determination of inorganic compounds in ambient air, EPA/625/R-96/010a. US-Environmental protection agency, Cincinnati, OH.

  • Method IO-3.2 (1999). Determination of metals in ambient particulate matter using Atomic Absorption (AA) spectroscopy. In Compendium of methods for the determination of inorganic compounds in ambient air, EPA/625/R-96/010a. US-Environmental protection agency, Cincinnati, OH.

  • Mishra, V. K., Kim, K. H., Hong, S., & Lee, K. (2004). Aerosol composition and its sources at the King Sejong Station, Antarctic peninsula. Atmospheric Environment, 38, 4069–4084.

    Article  CAS  Google Scholar 

  • Moreno-Grau, S., Cascales-Pujalte, J. A., Martinez-Garcia, M. J., Angosto, J. M., Moreno, J., Garcia-Sanchez, A., et al. (2002). Relationships between levels of lead, cadmium, zinc, and copper in soil and settleable particulate matter in Cartagena (Spain). Water, Air and Soil Pollution, 137, 365–383.

    Article  CAS  Google Scholar 

  • NIOSH Method-7300 (1984). NIOSH manual of analytical methods. Cincinnati: National Institute of Occupational Safety and Health.

    Google Scholar 

  • Pakistan Bureau of Statistics (2004). Statistical year book. Islamabad: Government of Pakistan.

    Google Scholar 

  • Querol, X., Alastuey, A., Lopez-Solar, A., & Plana, F. (2000). Levels and chemistry of atmospheric particulates induced by a spill of heavy metal mining wastes in the Donana area, Southwest Spain. Atmospheric Environment, 34, 239–253.

    Article  CAS  Google Scholar 

  • Querol, X., Alastuey, A., Puicercus, J. A., Mantilla, E., Ruiz, C. R., Lopez-Soler, A., et al. (1998). Seasonal evolution of suspended particles around a large coal-fired power station – Chemical characterization. Atmospheric Environment, 32, 719–731.

    Article  CAS  Google Scholar 

  • Quiterio, S. L., Silva, C. R. S., Arbilla, G., & Escaleria, V. (2004). Metals in airborne particulate matter in industrial district of Santa Cruz, Rio de Janeiro, in an annual period. Atmospheric Environment, 38, 321–331.

    Article  CAS  Google Scholar 

  • Ragosta, M., Caggiano, R., D’Emilio, M., & Macchiato, M. (2002). Source origin and parameters influencing levels of heavy metals in TSP, in an industrial background area of Southern Italy. Atmospheric Environment, 36, 3071–3087.

    Article  CAS  Google Scholar 

  • Samet, J. M., Dominici, F., Curriero, F. C., Coursac, I., & Zeger, S. L. (2000). Fine particulate air pollution and mortality in 20 US cities, 1987–1994. New England Journal of Medicine, 343, 1742–1799.

    Article  CAS  Google Scholar 

  • Samura, A., Al-Agha, O., & Tuncel, S. G. (2003). Study of trace and metals in rural and urban aerosols of Uludag and Bursa (Turkey). Water, Air and Soil Pollution-Focus, 3, 109–126.

    CAS  Google Scholar 

  • Schwartz, J., Dockery, D. W., & Neas, L. M. (1996). Is daily mortality associated specifically with fine particles? Journal of Air and Waste Management Association, 46, 927–939.

    CAS  Google Scholar 

  • Senaratne, I., & Shooter, D. (2004). Elemental composition in source identification of brown haze in Auckland, New Zeland. Atmospheric Environment, 38, 3049–3059.

    Article  CAS  Google Scholar 

  • Shah, M. H., Shaheen, N., & Jaffar, M. (2006). Characterization, source identification and apportionment of selected metals in TSP in urban Islamabad, Pakistan. Environmental Monitoring and Assessment, 114(1–3), 573–787.

    Article  CAS  Google Scholar 

  • Shah, M. H., Shaheen, N., Jaffar, M., & Saqib, M. (2004). Distribution of lead in relation to size of airborne particulate matter in Islamabad, Pakistan. Journal of Environmental Management, 70(2), 95–100.

    Article  Google Scholar 

  • Shaheen, N., Shah, M. H., & Jaffar, M. (2005a). A study of airborne selected metals and particle size distribution in relation to climatic variables and their source identification. Water, Air and Soil Pollution, 164(1–4), 275–294.

    Article  CAS  Google Scholar 

  • Shaheen, N., Shah, M. H., Khalique, A., & Jaffar, M. (2005b). Metal levels in airborne particulate matter in urban Islamabad, Pakistan. Bulletin of Environmental Contamination and Toxicology, 75, 739–746.

    Article  CAS  Google Scholar 

  • Sharma, R., Pervez, Y., & Pervez, S. (2005). Seasonal evaluation and spatial, variability of suspended particulate matter in the vicinity of a large coal-fired power station in India – A case study. Environmental Monitoring and Assessment, 102, 1–13.

    Article  CAS  Google Scholar 

  • Smith, D. J. T., Harrision, R. M., Luhana, L., Casimiro, A. P., Castro, L. M., Tariq, M. N., et al. (1996). Concentrations of particulate airborne polycyclic aromatic hydrocarbons and metals collected in Lahore, Pakistan. Atmospheric Environment, 30, 4031–4040.

    Article  CAS  Google Scholar 

  • StatSoft, Inc. (1999). STATISTICA for windows. Tulsa, OK: Computer Program Manual.

    Google Scholar 

  • Vallius, M., Janssen, N. A. H., Heinrich, J., Hoek, G., Ruuskanen, J., Cyrys, J., et al. (2005). Sources and elemental composition of ambient PM2.5 in three European cities. Science of the Total Environment, 337, 147–162.

    Article  CAS  Google Scholar 

  • Veranth, J. M., Pardyjak, E. R., & Seshadri, G. (2003). Vehicle-generated fugitive dust transport: Analytic models and field study. Atmospheric Environment, 37, 2295–2303.

    Article  CAS  Google Scholar 

  • WHO. (2000). Guidelines for air quality. World Health Organization, Geneva. Retrieved from http://www.who.int/environmentalinformation/Air/Guidelines/aqguide7.pdf.

  • Yongming, H., Peixuan, D., Junji, C., & Postmentier, E. S. (2006). Multivariate analysis of heavy metal contamination in urban dusts of Xi’an, Central China. Science of the Total Environment, 355, 176–186.

    Article  Google Scholar 

Download references

Acknowledgements

The Research Fellowship awarded by Quaid-i-Azam University to carry out this project is thankfully acknowledged. We are also grateful to Chief, Public Health Department, National Institute of Health, Islamabad, for provision of SRM and inter-laboratory comparison of the data. Thanks are also due to Pakistan Agricultural Research Council (PARC) officials for providing the meteorological data.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Munir H. Shah.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Shah, M.H., Shaheen, N. Annual and Seasonal Variations of Trace Metals in Atmospheric Suspended Particulate Matter in Islamabad, Pakistan. Water Air Soil Pollut 190, 13–25 (2008). https://doi.org/10.1007/s11270-007-9575-x

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11270-007-9575-x

Keywords

Navigation