Skip to main content

Advertisement

Log in

Seasonal characteristics and sources of carbonaceous components and elements of PM10 (2010–2019) in Delhi, India

  • Published:
Journal of Atmospheric Chemistry Aims and scope Submit manuscript

Abstract

In this study we present the seasonal chemical characteristics and potential sources of PM10 at an urban location of Delhi, India during 2010˗2019. The concentrations of carbonaceous aerosols [organic carbon (OC), elemental carbon (EC), water soluble organic carbon (WSOC) and water insoluble organic carbon (WIOC)] and elements (Al, Fe, Ti, Cu, Zn, Mn, Pb, Cr, F, Cl, Br, P, S, K, As, Na, Mg, Ca, B, Ni, Mo, V, Sr, Zr and Rb) in PM10 were estimated to explore their possible sources. The annual average concentration (2010–2019) of PM10 was computed as 227 ± 97 µg m−3 with a range of 34˗734 µg m−3. The total carbonaceous aerosols in PM10 was accounted for 22.5% of PM10 mass concentration, whereas elements contribution to PM10 was estimated to be 17% of PM10. The statistical analysis of OC vs. EC and OC vs. WSOC of PM10 reveals their common sources (biomass burning and/or fossil fuel combustion) during all the seasons. Enrichment factors (EFs) of the elements and the relationship of Al with other crustal metals (Fe, Ca, Mg and Ti) of PM10 indicates the abundance of mineral dust over Delhi. Principal component analysis (PCA) extracted the five major sources [industrial emission (IE), biomass burning + fossil fuel combustion (BB + FFC), soil dust, vehicular emissions (VE) and sodium and magnesium salts (SMS)] of PM10 in Delhi, India. Back trajectory and cluster analysis of airmass parcel indicate that the pollutants approaching to Delhi are mainly from Pakistan, IGP region, Arabian Sea and Bay of Bengal.

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
Fig. 6
Fig. 7

Similar content being viewed by others

Data availability

The datasets developed during the current study are available from the corresponding author on reasonable request.

References

  • Amato, F., Alastuey, A., Karanasiou, A., Lucarelli, F., Nava, S., Calzolai, G., Severi, M., Becagli, S., Vorne, L.G., Colombi, C., Alves, C., Custódio, D., Nunes, T., Cerqueira, M., Pio, C., Eleftheriadis, K., Diapouli, E., Reche, C., Minguillón, M.C., Manousakas, M.I., Maggos, T., Vratolis, S., Harrison, R.M., Querol, X.: IRUSE-LIFE. Atmos. Chem Phys 16, 3289–3309 (2016)

    Google Scholar 

  • Banoo, R., Sharma, S.K., Gadi, R., Gupta, R., Mandal, T.K.: Seasonal variation of carbonaceous species of PM10 over urban sites of National Capital Region of India. Aerosol Sci Engin 4(2), 111–123 (2020)

    Google Scholar 

  • Begam, G.R., Vachaspati, C.V., AhammedYN, K.K.R., Reddy, R.R., Sharma, S.K., Saxena, M., Mandal, T.K.: Seasonal characteristics of water soluble inorganic ions and carbonaceous aerosols in total suspended particulate matter at a rural semi-arid site, Kadapa (India). Environ Sci Poll Res 24(2), 1719–1734 (2017)

    Google Scholar 

  • Begum, B.A., Hossain, A., Saroar, G., Biswas, S.K., Nasiruddin, M., Nahar, N., Chowdury, Z., Hopke, P.K.: Sources of carbonaceous materials in the airborne particulate matter of Dhaka. Asian J Atmos Environ 5(4), 237–246 (2011)

    Google Scholar 

  • Bond, T.C., Doherty, S.J., Fahey, D.W., Forster, P.M., Berntsen, T., DeAngelo, B.J., Flanner, M.G., Ghan, S., Kärcher, B., Koch, D., Kinne, S.: Bounding the role of black carbon in the climate system: A scientific assessment. J Geophy Res 118(11), 5380–5552 (2013)

    Google Scholar 

  • Cao, J.J., Chow, J.C., Lee, S.C., Li, Y., Chen, S.W., An, Z.S., Fung, K., Watson, J.G., Zhu, C.S., Liu, S.X.: Characterization and source apportionment of atmospheric organic and elemental carbon during fall and winter of 2003 in Xi’an, China. Atmos Chem Phys Discuss 5, 3561–3593 (2006)

  • Castro, L.M., Pio, C.A., Harrison, R.M., Smith, D.J.T.: Carbonaceous aerosol in urban and rural European atmospheres: estimation of secondary organic carbon concentrations. Atmos Environ 33, 2771–2781 (1999)

    Google Scholar 

  • Choi, J.K., Heo, J.B., Ban, S.J., Yi, S.M., Zoh, K.D., Source apportionment of PM2.5 at the coastal area in Korea. Sci Total Environ 447, 370–380 (2013)

  • Chow, J.C., Watson, J.G., Chen, L.W.A., Arnott, W.P., Moosmuller, H.: Equivalence of elemental carbon by thermal/optical reflectance and transmittance with different temperature protocols. Environ Sci Technol 38, 4414–4422 (2004)

    Google Scholar 

  • Draxler, R.R., Rolph, G.D.: HYSPLIT (HYbrid Single-particle Lagrangian Integrated Trajectory) Model. Access via NOAA ARL READY website. NOAA Air Resources Laboratory, Silver Spring (2003). http://www.arl.noaa.gov/ready/hysplit4.html

  • Gupta, A.K., Karar, K., Srivastava, A.: Chemical mass balance source apportionment of PM10 and TSP in residential and industrial sites of an urban region of Kolkata, India. J Hazardous Materials 142, 279–287 (2007)

    Google Scholar 

  • Gadi, R., Shivani, Sharma, S.K., Mandal, T.K.: Source apportionment and health risk assessment of organic constituents in fine ambient aerosols (PM2.5): a complete year study over National Capital Region of India Chemosphere 221,583–596 (2019)

  • Gupta, S., Gadi, R., Mandal, T.K., Sharma, S.K.: Seasonal variations and source profile of n-alkanes in particulate matter (PM10) at a heavy traffic site, Delhi. Environ Monit Assess 189, 43 (2017)

    Google Scholar 

  • Gupta, S., Gadi, R., Sharma, S.K., Mandal, T.K.: Characterization and source apportionment of organic compounds in PM10 using PCA and PMF at a traffic hotspot of Delhi. Sustain Cities Soc 39, 52–67 (2018)

    Google Scholar 

  • Hansen, J.M., Sato, R., Rued, L., Nazarenko, A., Lacis, G.A., Schmidt, G., Russell, I., Aleinov, M., Bauer, S., Bauer, N., Bell, B., Cairns, V., Canuto, M., Chandler, Y., Cheng, A., Del Genio, G., Faluvegi, E., Fleming, A., Friend, T., Hall, C., Jackman, M., Kelley, N.Y., Kiang, D., Koch, J., Lean, J., Lerner, K., Lo, S., Menon, R.L., Miller, P., Minnis, T., Novakov, V., Oinas, J.P., Perlwitz, J., Perlwitz, D., Rind, A., Romanou, D., Shindell, P., Stone, S., Sun, N., Tausnev, D., Thresher, B., Wielicki, T., Wong, M.Y., Zhang, X.: Efficacy of climate forcings. J Geophys Res 110, D18104 (2005)

    Google Scholar 

  • IPCC.: Climate Change 2013: The Physical Science Basis. Contribution of Working Group I to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change [Stocker, T.F., D. Qin, G.-K. Plattner, M. Tignor, S.K. Allen, J. Boschung, A. Nauels, Y. Xia, V. Bex and P.M. Midgley (eds.)]. Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, 1535 pp. (2013)

  • Jain, S., Sharma, S.K., Vijayan, N., Mandal, T.K.: Seasonal characteristics of aerosols (PM2.5 and PM10) and their source apportionment using PMF: A four year study over Delhi, India. Environ Poll 262, 114337 (2020a)

  • Jain, S., Sharma, S.K., Choudhary, N., Masiwal, R., Saxena, M., Sharma, A., Mandal, T.K., Gupta, A., Gupta, N.C., Sharma, C.: Chemical characteristics and source apportionment of PM2.5 using PCA/APCS, UNMIX, and PMF at an urban site of Delhi, India. Environ Sci Poll Res 24(17), 14637–14656 (2017)

  • Jain, S., Sharma, S.K., Srivastava, M.K., Chaterjee, A., Singh, R.K., Saxena, M., Mandal, T.K.: Source apportionment of PM10 using receptor models in Indo-Gangetic plain (IGP) of India. Archives Environ Contamin Toxicol 76, 114–128 (2019)

    Google Scholar 

  • Jain, S., Sharma, S.K., Vijayan, N., Mandal, T.K.: Seasonal characteristics of aerosols (PM2.5 and PM10) and their source apportionment using PMF: A four year study over Delhi. India Environ Poll 262, 114337 (2020b)

  • Jain, S., Sharma, S.K., Srivastava, M.K., Chatterjee, A., Vijayan, N., Tripathy, S.S., Kumari, K.M., Mandal, T.K., Sharma, C.: Chemical characterization, source apportionment and transport pathways of PM2.5 and PM10 over Indo Gangetic Plain of India. Urban Clim 36, 100805 (2021)

  • Kanakidou, M., Seinfeld, J.H., Pandis, S.N., Barnes, I., Dentener, F.J., Facchini, M.C., Dingenen, R.V., Ervens, B., Nenes, A.N.C.J.S.E., Nielsen, C.J., Swietlicki, E.: Organic aerosol and global climate modelling: a review. Atmos Chem Phy 5(4), 1053–1123 (2005)

    Google Scholar 

  • Kaushal, D., Kumar, A., Yadav, S., Tandon, A., Attri, A.K.: Wintertime carbonaceous aerosols over Dhauladhar region of North-Western Himalayas. Environ Sci Poll Res 25, 8044–8056 (2018)

    Google Scholar 

  • Khillare, P.S., Sarkar, S.: Airborne inhalable metals in residential areas of Delhi, India: distribution, source apportionment and health risks. Atmos Poll Res 3(1), 46–54 (2012)

    Google Scholar 

  • Kothai, P., Saradhi, I.V., Prathibha, P., Hopke, P.K., Pandit, G.G., Puranik, V.D.: Source apportionment of coarse and fine particulate matter at Navi Mumbai. India. Aerosol Air Qual Res 8(4), 423–436 (2008)

    Google Scholar 

  • Kulshrestha, A., Satsangi, P.G., Masih, J., Taneja, A.: Metal concentration of PM2.5 and PM10 particles and seasonal variations in urban and rural environment of Agra, India. Sci Total Environ 407(24), 6196–6204 (2009)

  • Kumar, A., Attri, A.K.: Biomass combustion a dominant source of carbonaceous aerosols in the ambient environment of western Himalayas. Aerosol Air Qual Res 16(3), 519–529 (2016)

    Google Scholar 

  • Kumar, A., Sarin, M.M.: Mineral aerosols from western India: temporal variability of course and fine atmospheric dust and elemental characteristics. Atmos Environ 43, 4005–4013 (2009)

    Google Scholar 

  • Lighty, J.S., Veranth, J.M., Sarofim, A.F.: Combustion aerosols: factors governing their size and composition implications to human health. J Air Waste Manag Assoc 50(9), 1565–1618 (2000)

    Google Scholar 

  • Lim, H.J., Turpin, B.J.: Origins of primary and secondary organic aerosol in Atlanta: Results of time-resolved measurements during the Atlanta supersite experiment. Environ Sci Technol 36, 4489–4496 (2002)

    Google Scholar 

  • Lim, Y.B., Tan, Y., Perri, M.J., Seitzinger, S.P., Turpin, B.J.: Aqueous chemistry and its role in secondary organic aerosol (SOA) formation. Atmos Chem Phys Discussions 10(6), (2010)

  • Mandal, P., Sarkar, R., Mandal, A., Saud, T.: Seasonal variation and sources of aerosol pollution in Delhi. India. Environ Chem Lett 12(4), 529–534 (2014)

    Google Scholar 

  • McLennan, S.: Relationship between the trace element composition of sedimentary rocks and upper continental crust. Geochem Geophys Geosyst 2, 1021 (2001). https://doi.org/10.1029/2000/GC000109

    Article  Google Scholar 

  • Morawska, L., Zhang, J.J.: Combustion sources of particles. Health Relevance and Source Signatures. Chemosphere 49, 1045–1058 (2002)

    Google Scholar 

  • Pant, P., Harrison, R.M.: Critical review of receptor modeling for particulate matter: a case study of India. Atmos Environ 49, 1–12 (2012)

    Google Scholar 

  • Perrino, C., Tiwari, S., Catrambone, M., Dalla Torre, S., Rantica, E., Canepari, S.: Chemical characterization of atmospheric PM in Delhi, India, during different periods of the year including Diwali festival. Atmospheric Pollut Res 2(4), 418–427 (2011)

  • Pope, C.A., Ezzati, M., Dockery, D.W.: Fine-particulate air pollution and life expectancy in the United States. N. Engl. J. Med. 360(4), 376–386 (2009a)

    Google Scholar 

  • Pope, C.A., Ezzati, M., Dockery, D.W.: Fine-particulate air pollution and life expectancy in the United States. N Engl J Med 360(4), 376–386 (2009b)

  • Rai, A., Mukherjee, S., Chatterjee, A., Choudhary, N., Kotnala, G., Mandal, T.K., Sharma, S.K.: Seasonal variation of OC, EC and WSOC of PM10 and their CWT analysis over the eastern Himalaya. Aerosol Sci Eng 4, 26–40 (2020a)

    Google Scholar 

  • Rai, P., Furger, M., El Haddad, I., Kumar, V., Wang, L., Singh, A., Dixit, K., Bhattu, D., Petit, J.E., Ganguly, D., Rastogi, N.: Real-time measurement and source apportionment of elements in Delhi's atmosphere. Sci Total Environ 742:140332 (2020b)

  • Ram, K., Sarin, M.M.: Day–night variability of EC, OC, WSOC and inorganic ions in urban environment of Indo-Gangetic Plain: Implications to secondary aerosol formation. Atmos Environ 45, 460–468 (2011)

    Google Scholar 

  • Ramana, M.V., Ramanathan, V., Feng, Y., Yoon, S.C., Kim, S.W., Carmichael, G.R., Schauer, J.J.: Warming influenced by the ratio of black carbon to sulphate and the black-carbon source. Nat Geosci 3, 542–545 (2010)

    Google Scholar 

  • Ramgolam, K., Favez, O., Cachier, H., Gaudichet, A., Marano, F., Martinon, L.: Size-partitioning of an urban aerosol to identify particle determinants involved in the pro-inflammatory response induced in airway epithelial cells. Particle and Fibre Toxicology 6(1), (2009).https://doi.org/10.1186/1743-8977-6-10

  • Rengarajan, R., Sarin, M.M., Sudheer, A.K.: Carbonaceous and inorganic species in atmospheric aerosols during wintertime over urban and high-altitude sites in North India. J Geophy Res 112, D21307 (2007)

    Google Scholar 

  • Robinson, A.L., Donahue, N.M., Shrivastava, M.K., Weitkamp, E.A., Sage, A.M., Grieshop, A.P., Pandis, S.N.: Rethinking organic aerosols: Semivolatile emissions and photochemical aging. Science 315(5816), 1259–1262 (2007)

    Google Scholar 

  • Salma, I., Chi, X.G., Maenhaut, W.: Elemental and organic carbon in urban canyon and background environments in Budapest, Hungary. Atmos Environ 38, 2517–2528 (2004)

    Google Scholar 

  • Sarin, M.M., Borole, D.V., Krishnaswami, S.: Geochemistry and geochronology of sediments from the Bay of Bengal and the equatorial Indian Ocean. Proc. Indian Academy of Science 88, 131–154 (1979)

    Google Scholar 

  • Sarkar, C., Chatterjee, A., Majumdar, D., Roy, A., Srivastava, A., Ghosh, S.K., Raha, S.: How the atmosphere over eastern Himalaya, India is polluted with carbonyl compounds? Temporal variability and identification of sources. Aerosol Air Qual Res 17, 2206–2223 (2017)

    Google Scholar 

  • Saxena, M., Sharma, A., Sen, A., Saxena, P., Saraswati, Mandal, T.K., Sharma, S.K.: Water soluble inorganic species of PM10 and PM2.5 at an urban site of Delhi, India: seasonal variability and sources. Atmos Res 184, 112–125 (2017)

  • Sharma, S.K., Mandal, T.K., Dey, A.K., Deb, N., Jain, S., Saxena, M., Pal, S., Choudhuri, A.K., Yadav, S.: Carbonaceous and inorganic species in PM10 during wintertime over Giridih, Jharkhand (India). J Atmos Chem 75, 219–233 (2018a)

    Google Scholar 

  • Sharma, S.K., Mandal, T.K., Jain, S., Saraswati, S.A., Saxena, M.: Source apportionment of PM2.5 in Delhi, India using PMF model. Environ Contam Toxicol 97, 286–293 (2016)

    Google Scholar 

  • Sharma, S.K., Mandal, T.K., Saxena, M., Sharma, A., Gautam, R.: Source apportionment of PM10 by using positive matrix factorization at an urban site of Delhi, India. Urban Climate 10, 656–670 (2014a)

    Google Scholar 

  • Sharma, S.K., Mandal, T.K., Sharma, C., Kuniyal, J.C., Joshi, R., Dhyani, P.P., Rohtash, Ghayas, H., Gupta, N.C., Sharma, P., Saxena, M., Sharma, A., Arya, B.C., Kumar, A.: Measurements of particulate (PM2.5), BC and trace gases over the Northwestern Himalayan region of India. Mapan 29(4), 243–253 (2014b)

  • Sharma, S.K., Mandal, T.K., Sharma, A., Saraswati, J.S.: Seasonal and annual trends of carbonaceous species of PM10 over a megacity Delhi, India during 2010–2017. J Atmos Chem 75, 305–318 (2018b)

    Google Scholar 

  • Sharma, S.K., Choudhary, N., Kotnala, G., Das, D., Mukherjee, S., Ghosh, A., Vijayan, N., Rai, A., Chatterjee, A., Mandal, T.K.: Wintertime carbonaceous species and trace metals in PM10 in Darjeeling: a high altitude town in the eastern Himalayas. Urban Climate 34(4), 100668 (2020b)

  • Sharma, S.K., Choudhary, N., Srivastava, P., Naja, M., Vijayan, N., Kotnala, G., Mandal, T.K.: Variation of carbonaceous species and trace elements in PM10 at a mountain site in the central Himalayan region of India. J Atmos Chem 77(3), 49–62 (2020b)

    Google Scholar 

  • Shivani, Gadi, R., Sharma, S.K., Mandal, T.K.: Seasonal variation, source apportionment and source attributed health risk of fine carbonaceous aerosols over National Capital Region, India. Chemosphere 237, 124500 (2019)

  • Shridhar, V., Khillare, P., Agarwal, T., Ray, S.: Metallic species in ambient particulate matter at rural and urban location of Delhi. J Hazard Mater 175, 600–607 (2010)

    Google Scholar 

  • Song, Y., Zhang, Y., Xie, S., Zeng, L., Zheng, M., Salmon, L.G., Shao, M., Slanina, S.: Source apportionment of PM2.5 in Beijing by positive matrix factorization. Atmos Environ 40 (1), 526–1537 (2006)

  • Srinivas, B., Sarin, M.M.: PM2.5, EC, and OC in an atmospheric outflow from the Indo-Gangetic Plain: temporal variability and aerosol organic carbon-to-organic mass conversion factor. Sci Total Environ 487, 196–205 (2014)

    Google Scholar 

  • Taylor, S.R., McLennan, S.M.: The geochemical evolution of the continental crust. Review of Geophysics 33(2), 241–265 (1995)

    Google Scholar 

  • Tiwari, S., Srivastava, A.K., Singh, A.K.: Heterogeneity in pre-monsoon aerosol characteristics over the Indo-Gangetic Basin. Atmos Environ 77, 738-47 (2013)

  • Urban, N.B., Slifstein, M., Thompson, J.L., Xu, X., Girgis, R.R., Raheja, S., Haney, M., Abi-Dargham, A.: Dopamine release in chronic cannabis users: a [11c] raclopride positron emission tomography study. Biol. Psychiat. 71(8), 677–683 (2012)

    Google Scholar 

  • Viana, M., Kuhlbusch, T.A.J., Querol, X., Alastuey, A., Harrison, R.M., Hopke, P.K., Winiwarter, W., Vallius, M.: Source apportionment of particulate matter in Europe: a review of methods and results. J Aerosol Sci 39, 827–849 (2008)

    Google Scholar 

  • Watson, J.G., Chow, J.C., Frazier, C.A.: X-ray fluorescence analysis of ambient air samples. In: Landsberger S, Creatchman M (Eds.) Elemental Analysis of Airborne Particles. Gordon and Breach Science, Amsterdam 1, 67–96 (1999)

  • WRP.: World Report of Population (2021). https://worldpopulationreview.com

  • Yin, J., Harrison, R.M., Chen, Q., Rutter, A., Schauer, J.J.: Source apportionment of fine particles at urban background and rural sites in the UK atmosphere. Atmos Environ 44(6), 841–851 (2010)

    Google Scholar 

Download references

Acknowledgements

The authors are thankful to the Director, CSIR-NPL, New Delhi and Head, Environmental Sciences and Biomedical Division (ES&BMD), CSIR-NPL, New Delhi for their encouragement and support to this study. Authors are thankfully acknowledge the National Oceanic and Atmospheric Administration (NOAA) Air Resources Laboratory for download the air mass trajectories (http://www.arl.noaa.gov/ready/hysplit4.html).

Funding

The authors are thankfully acknowledged the Council of Scientific and Industrial Research (CSIR), Government of India, New Delhi for financial support to this study (EMPOWER OLP-102132; PSC-0112).

Author information

Authors and Affiliations

Authors

Contributions

Conception and design of the study were planned by SKS; Data collection and analysis were performed by SKS, RB, TKM; the first draft was written by SKS. Data interpretation was carried out by SKS, TKM and RB. All the authors read and approved the final manuscript.

Corresponding author

Correspondence to Sudhir Kumar Sharma.

Ethics declarations

Conflict of interests

The authors declare that they have no conflict of interest.

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.

Supplementary file1 (DOCX 366 KB)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Sharma, S.K., Banoo, R. & Mandal, T.K. Seasonal characteristics and sources of carbonaceous components and elements of PM10 (2010–2019) in Delhi, India. J Atmos Chem 78, 251–270 (2021). https://doi.org/10.1007/s10874-021-09424-x

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10874-021-09424-x

Keywords

Navigation