Skip to main content

Advertisement

Log in

Stable carbon and nitrogen isotopic characteristics of PM2.5 and PM10 in Delhi, India

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

Abstract

This study presents the chemical composition (carbonaceous and nitrogenous components) of aerosols (PM2.5 and PM10) along with stable isotopic composition (δ13C and δ15N) collected during winter and the summer months of 2015–16 to explore the possible sources of aerosols in megacity Delhi, India. The mean concentrations (mean ± standard deviation at 1σ) of PM2.5 and PM10 were 223 ± 69 µg m−3 and 328 ± 65 µg m−3, respectively during winter season whereas the mean concentrations of PM2.5 and PM10 were 147 ± 22 µg m−3 and 236 ± 61 µg m−3, respectively during summer season. The mean value of δ13C (range: − 26.4 to − 23.4‰) and δ15N (range: 3.3 to 14.4‰) of PM2.5 were − 25.3 ± 0.5‰ and 8.9 ± 2.1‰, respectively during winter season whereas the mean value of δ13C (range: − 26.7 to − 25.3‰) and δ15N (range: 2.8 to 11.5‰) of PM2.5 were − 26.1 ± 0.4‰ and 6.4 ± 2.5‰, respectively during the summer season. Comparison of stable C and N isotopic fingerprints of major identical sources suggested that major portion of PM2.5 and PM10 at Delhi were mainly from fossil fuel combustion (FFC), biomass burning (BB) (C-3 and C-4 type vegitation), secondary aerosols (SAs) and road dust (SD). The correlation analysis of δ13C with other C (OC, TC, OC/EC and OC/WSOC) components and δ15N with other N components (TN, NH4+ and NO3) are also support the source identification of isotopic signatures.

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

(Source: Google maps)

Fig. 2
Fig. 3

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

  • Agnihotri, R., Karapurkar, S.G., Sarma, V.V.S.S., Yadav, K., Kumar, M.D., Sharma, C., Prasad, M.V.S.N.: Stable isotopic chemical characteristics of bulk aerosol during winter and summer season at a station in western coast of India (Goa). Aerosol. Air. Qual. Res. (2015). https://doi.org/10.4209/aaqr.2014.07.0127

  • Agnihotri, R., Mandal, T.K., Karapurkar, S.G., Naja, M., et al.: Stable carbon and nitrogen isotopic composition of bulk aerosols over India and northern Indian Ocean. Atmos. Environ. 45, 2828–2835 (2011)

    Google Scholar 

  • Bikkina, S., Kawamura, K., Sarin, M.: Stable carbon and nitrogen isotopic composition of fine mode aerosols (PM2.5) over the Bay of Bengal: impact of continental sources. Tellus. B. 68, (2016)

  • Bosch, C., Andersson, A., Kirrillova, E.N., Budhavant, K., Tiwari, S., Praveen, P.S., Russell, L.M., Beres, N.D., Ramanathan, V., Gustafsson, O.: Source-diagnostic dual isotope composition and optical properties of water soluble organic carbon and elemental carbon in the South Asian outflow intercepted over Indian ocean. J. Geophys. Res. Atmos. D-022127, 11743–11759 (2014)

    Google Scholar 

  • Cachier, H., Buat-Menard, P., Fontugne, M., Chesselet, R.: Long-range transport of continentally-derived particulate carbon in the marine atmosphere: evidence from stable isotope studies. Tellus. B. 38(3–4), 161–177 (1986)

    Google Scholar 

  • Chen, Y., Du, W., Chen, J., Hong, Y., Zhao, J., Xu, L., Xiao, H.: Chemical composition,structural properties, and source apportionment of organic macro molecules in atmospheric PM10 in a coastal city of Southeast China. Environ. Sci. Pollut. Res. 24, 5877–5887 (2017)

    Google Scholar 

  • 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 

  • Court, J.D., Goldsack, J.R., Ferrari, L.M., Polach, H.A.: The use of carbon isotopes in identifying urban air particulate sources. Clean. Air. 6–11 (1981)

  • Delhi Statistical Handbook. Registered vehicles in Delhi. Directorate of Economics and Statistics, Govt of National Capital Delhi. (2016). https://www.des.delhigovt.nic.in

  • Dockery, D.W., Pope, C.A.: Acute respiratory effects of particulate air pollution. Annu. Rev. Public Health 15, 107–132 (1994)

    Google Scholar 

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

    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)

    Google Scholar 

  • Gomez, Y.M., Satamaria, J.M., Elustondo, D., Hernandez, C.M.A., Widory, D.: Carbon and nitrogen isotopes unravels sources of aerosol contamination at Caribbean rural and urban coastal sites. Sci. Tot. Environ. 642, 723–732 (2018)

    Google Scholar 

  • Gorka, M., Zwolinska, E., Malkiewicz, M., Lewicka-Szczebak, D., Jedrysek, M.O.: Carbon and nitrogen isotope analyses coupled with palynological data of PM10 in Wroclaw city (SW Poland)-assessment of anthropogenic impact. Isot. Environ. Health Stud. 48, 327–344 (2012)

    Google Scholar 

  • Guo, Z., Jiang, W., Chen, S., Sun, D., Shi, L., Zeng, G., Rui, M.: Stable isotopic compo-sitions of elemental carbon in PM1.1 in north suburb of Nanjing Region, China. Atmos. Res. 168, 105–111 (2016)

    Google Scholar 

  • Hegde, P., Kawamura, K., Joshi, H., Naja, M.: Organic and inorganic components of aerosols over the central Himalayas: winter and summer variations in stable carbon and nitrogen isotopic composition. Environ. Sci. Pollut. Res. 23(7), 6102–6118 (2016)

    Google Scholar 

  • 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. Pollut. Res. 24, 14637–14656 (2017)

    Google Scholar 

  • Jain, S., Sharma, S.K., Vijayan, N., Mandal, T.K.: Investigating the seasonal variability in source contribution to PM2.5 and PM10 using different receptor models during 2013–2016 in Delhi, India. Environ. Sci. Pollut. Res. 28(4), 4660–4675 (2021)

    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 (2020)

    Google Scholar 

  • Kawamura, K., Kobayashi, M., Tsubonuma, N., Mochida, M., Watanabe, T., Lee, M.: Organic and inorganic compositions of marine aerosols from East Asia: seasonal variations of water-soluble dicarboxylic acids, major ions, total carbon and nitrogen, and stable C and N isotopic composition. In: Hill, R.J., et al. (Eds.), Geochemical Investigations in earth and space science: A Tribute to Isaac R. Kaplan. Geochem Soc publ no. 9: 243–265 (2004)

  • Kelly, S.D., Stein, C., Jickells, T.D.: Carbon and nitrogen isotopic analysis of atmospheric organic matter. Atmos Environ 39, 6007–6011 (2005)

    Google Scholar 

  • Kim, B.M., Park, J.S., Kim, S.W., Kim, H., Jeon, H., Cho, C., Kim, J.H., Hong, S., Rupakheti, M., Panday, A.K., Park, R.J., Hong, J., Yoon, S.C.: Source apportionment of PM10 mass and particulate carbon in the Kathmandu Valley. Nepal. Atmos. Environ. 123, 190–199 (2015)

    Google Scholar 

  • Kirillova, E.N., Andersson, A., Sheesley, R.J., Kruså, M., Praveen, P.S., Budhavant, K., Safai, P.D., Rao, P.S.P., Gustafsson, Ö: 13 C-and 14 C‐based study of sources and atmospheric processing of water‐soluble organic carbon (WSOC) in South Asian aerosols. J. Geophys. Res. Atmos. 118(2):614–626 (2013)

  • Lopez-Veneroni, D.: The stable carbon isotope composition of PM2.5 and PM10 in Mexico City Metropolitan Area air. Atmos. Environ. 43, 4491–4502 (2009)

    Google Scholar 

  • Mandal, P., Saud, T., Sarkar, R., Mandal, A., Sharma, S.K., Mandal, T.K. and Bassin, J.K.: High seasonal variation of atmospheric C and particulate concentration in Delhi, India. Environ. Chem. Lett. 12, 225–230 (2014)

  • Mari, M., Sanchez-Soberon, F., Audi-Miro, C., van Drooge, B.L., Soler, A., Grimalt, J.O., Schuhmacher, M.: Source apportionment of inorganic and organic PM in theambient air around a cement plant: assessment of complementary tools. Aerosol. Air. Qual. Res. 16, 3230–3242 (2016)

    Google Scholar 

  • Martinelli, L.A., Camargo, P.B., Lara, L.B.L.S., Victoria, R.L., Artaxo, P.: Stable carbon and nitrogen isotope composition of bulk aerosol particles in a C4 plant landscape of southeast Brazil. Atmos Environ 36, 2427–2432 (2002)

    Google Scholar 

  • Miyazaki, Y., Fu, P.Q., Kawamura, K., Mizoguchi, Y., Yamanoi, K.: Seasonal variations of stable carbon isotopic composition and biogenic tracer compounds of water-soluble organic aerosols in a deciduous forest. Atmos. Chem. Phys. 12, 1367–1376 (2012)

    Google Scholar 

  • Miyazaki, Y., Kawamura, K., Jung, J., Furutani, H., Uematsu, M.: Latitudinal distributions of organic nitrogen and organic carbon in marine aerosols over the western North Pacific. Atmos. Chem. Phys. 11(7), 3037–3049 (2011)

    Google Scholar 

  • Mkoma, S.L., Kawamura, K., Tachibana, E., Fu, P.: Stable carbon and nitrogen isotopic compositions of tropical atmospheric aerosols: sources and contribution from burning of C3 and C4 plants to organic aerosols. Tellus. B. 66 (2014)

  • Moore, H.: The isotopic composition of ammonia, nitrogen dioxide and nitrate in the atmosphere. Atmos. Environ. 11, 1239–1243 (1977)

    Google Scholar 

  • Naru, D., Harmelin-Vivien, M., Gomoiu, M.T., Onciu, T.M.: Influence of the Danube River inputs on C and N stable isotope ratios of the Romanian coastal waters and sediment (black sea). Mar. Pollut. Bull. 54, 1385–1394 (2007)

    Google Scholar 

  • Paatero, P.: Least squares formulation of robust non-negative factor analysis. Chemometr. Intell. Lab. Syst. 37(1), 23–35 (1997)

    Google Scholar 

  • Paatero, P., Tapper, U.: Positive matrix factorization: A non-negative factor model with optimal utilization of error estimates of data values. Environmetrics 5(2), 111–126 (1994)

    Google Scholar 

  • Pavuluri, C.M., Kawamura, K., Fu, P.Q.: Atmospheric chemistry of nitrogenous aerosols in northeastern Asia: biological sources and secondary formation. Atmos. Chem. Phys. 15(17), 9883–9896 (2015)

    Google Scholar 

  • Pavuluri, C.M., Kawamura, K., Swaminathan, T., Tachibana, E.: Stable carbon isotopic compositions of total carbon, dicarboxylic acids and glyoxylic acid in the tropical Indian aerosols: Implications for sources and photochemical processing of organic aerosols. J. Geophys. Res. Atmos. 116, D18 (2011)

    Google Scholar 

  • Pavuluri, C.M., Kawamura, K., Tachibana, E., Swaminathan, T.: Elevated nitrogen isotope ratios of tropical Indian aerosols from Chennai: implication for the origins of aerosol nitrogen in South and Southeast Asia. Atmos. Environ. 44, 3597–3604 (2010)

    Google Scholar 

  • Peng, T.R., Liang, W.J., Liu, T.S., Lin, Y.W., Zhan, W.J.: Assessing the authenticityof commercial deep-sea drinking water by chemical and isotopic approaches. Isot. Environ. Health Stud. 51, 322–331 (2015)

    Google Scholar 

  • Pope, I.I.I.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 (2009)

    Google Scholar 

  • Ram, K., Sarin, M.M.: Spatio-temporal variability in atmospheric abundances of EC, OC and WSOC over northern India. J. Aerosol. Sci. 41, 88–98 (2010)

    Google Scholar 

  • Ram, K., Sarin, M.M.: Spatio-temporal variability in atmospheric abundances of EC, OC and WSOC over northern India. J. Aerosol. Sci. 41, 88–98 (2010)

    Google Scholar 

  • 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 

  • Reisen, F., Meyer, C.P., Keywood, M.D.: Impact of biomass burning sources on sea-sonal aerosol air quality. Atmos. Environ. 67, 437–447 (2013)

    Google Scholar 

  • Russell, K.M., Galloway, J.N., Macko, S.A., Moody, J.L., Scudlark, J.R.: Sources of nitrogen in wet deposition to the Chesapeake Bay region. Atmos. Environ. 32, 2453–2465 (1998)

    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 

  • Seinfeld, J.H., Pandis, S.N.: Atmospheric chemistry and physics: from air pollution to climate change. Wiley, New York (1998)

    Google Scholar 

  • Seinfeld, J.H., Pandis, S.N.: Atmospheric chemistry and physics: from air pollution to climate change. Wiley, New York (1998)

    Google Scholar 

  • Sen, A., Karapurkar, S.G., Saxena, M., Shenoy, D.M., Chaterjee, A., Choudhuri, A.K., Das, T., Khan, A.H., Kuniyal, J.C., Pal, S., Singh, D.P., Sharma, S.K., Kotnala, R.K., Mandal, T.K.: Stable isotopic composition (C & N) of PM10 over Indo-Gangetic Plains (IGP), adjoining regions and Indo-Himalayan Range during a winter, 2014 campaign. Environ. Sci. Poll. Res. 25(26), 26279–26296 (2018)

    Google Scholar 

  • Sharma, S.K., Agarwal, P., Mandal, T.K., Karapurkar, S.G., Shenoy, D.M., Peshin, S.K., Gupta, A., Saxena, M., Jain, S., Sharma, A., Saraswati: Study on ambient air quality of megacity Delhi, India during Odd-Even strategy. Mapan. J. Metro. Soc. India 32(2), 155–165 (2017)

    Google Scholar 

  • 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. (2021). https://doi.org/10.1007/s10874-021-09424-x

    Article  Google Scholar 

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

  • Sharma, S.K., Mandal, T.K., Saxena, M., Rashmi, Rohtash, Sharma, A., Saud, A.: Variation of OC, EC, WSIC and trace metals of PM10 in Delhi. J. Atmos. Solar. Terrest. Phys. 113, 10–22 (2014a)

    Google Scholar 

  • Sharma, S.K., Mandal, T.K., Saxena, M., Rashmi, Rohtash, 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 (2014b)

    Google Scholar 

  • Sharma, S.K., Singh, A.K., Saud, T., Mandal, T.K., Saxena, M., Singh, S., Ghosh, S., Raha, S.: Study on water soluble ionic composition of PM10 and trace gases over Bay of Bengal during W_ICARB campaign. Meteol. Atmos. Physics 118, 37–51 (2012)

    Google Scholar 

  • Sharma, S.K., Mandal, T.K., Shenoy, D.M., Bardhan, P., Srivastava, M.K., Chatterjee, A., Saxena, M., Saraswati, Singh, B.P., Ghosh, S.K.: Variation of stable carbon and nitrogen isotopes composition of PM10 over Indo Gangetic Plain of India. Bull. Environ. Contamin. Toxicol. 95(5), 661–669 (2015)

    Google Scholar 

  • Sharma, S.K., Mandal, T.K., Sharma, A., Jain, S., Saraswati.: Carbonaceous species of PM2.5 in megacity Delhi, India during 2012-2016. Bull. Environ. Contamin. Toxicol. 100, 695–701 (2018)

  • Shivani, Gadi, R., Sharma, S.K., Mandal, T.K., Kumar, R., Sharma, M., Kumar, S., Kumar, S.: Levels and sources of organic compounds in fine ambient aerosols over National Capital Region of India. Environ. Sci. Pollut. Res. 25, 31071–31090 (2018)

    Google Scholar 

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

    Google Scholar 

  • Squizzato, S., Cazzaro, M., Innocente, E., Visin, F., Hopke, P.K., Rampazzo, G.: Urban air quality in a mid-size city-PM2.5 composition, sources and identification of im-pact areas: from local to long range contributions. Atmos. Res. 186, 51–62 (2017)

    Google Scholar 

  • Turekian, V.C., Macko, S., Ballentine, Donna, S., Robert, J., Garstang, M.: Causes of bulk carbon and nitrogen isotopic fractionations in the products of vegetation burns: laboratory studies. Chem. Geol. 152, 181–192 (1998)

    Google Scholar 

  • Ulbrich, I.M., Canagaratna, M.R., Zhang, Q., Worsnop, D.R., Jimenez, J.L.: Interpretation of organic components from Positive Matrix Factorization of aerosol mass spectrometric data. Atmos. Chem. Phys. 9(9), 2891–2918 (2009)

    Google Scholar 

  • Waked, A., Favez, O., Alleman, L.Y., Piot, C., Petit, J.E., Delaunay, T., Verlinden, E., Golly, B., Besombes, J.L., Jaffrezo, J.L., Leoz-Garziandia, E.: Source apportionment of PM10 in a north-western Europe regional urban background site (Lens, France) using positive matrix factorization and including pri-mary biogenic emissions. Atmos. Chem. Phys. 14, 3325–3346 (2014)

    Google Scholar 

  • Wang, G., Xie, M., Hu, S., Gao, S., Tachibana, E., Kawamura, K.: Dicarboxylicacids, metals and isotopic compositions of C and N in atmospheric aerosols from in-land China: implications for dust and coal burning emission and secondary aerosolformation. Atmos. Chem. Phys. 10, 6087–6096 (2010)

    Google Scholar 

  • WHO: WHO Air Quality Guidelines for Particulate Matter, Ozone, Nitrogen Dioxideand Sulfur Dioxide—Global Update 2005 [WWW Document]. WHO (2005). http://www.who.int/phe/health_topics/outdoorair/outdoorair_aqg/en/, Accessed date: 26 September 2021

  • Widory, D.: Combustibles, fuels and their combustion products: a view through carbon isotopes. Combust. Theor. Model. 10(5), 831–841 (2006)

    Google Scholar 

  • Widory, D.: Nitrogen isotopes: tracers of origin and processes affecting PM10 in the atmosphere of Paris. Atmos. Environ. 41, 2382–2390 (2007)

    Google Scholar 

  • Widory, D., Roy, S., Moullec, Y., Le Goupil, G., Cocherie, A., Guerrot, C.: The origin of atmospheric particles in Paris: a view through carbon and lead isotopes. Atmos. Environ. 38, 953–961 (2004)

    Google Scholar 

  • Yeatman, S.G., Spokes, L.J., Dennis, P.F., Jickells, T.D.: Comparisons of aerosol nitrogen isotopic composition at two polluted coastal sites. Atmos. Environ. 35, 1307–1320 (2001)

    Google Scholar 

Download references

Acknowledgements

The authors (SKS, TKM) are thankful to the Director, CSIR-NPL, New Delhi and Head, Environmental Sciences and Biomedical Metrology Division, CSIR-NPL, New Delhi for their encouragement and support for this study. Authors are also thankful to NOAA Air Resources Laboratory and Website (http://www.arl.noaa.gov/ready/hysplit4.html) for trajectory datasets.

Funding

Council of Scientific and Industrial Research (CSIR), New Delhi are thankfully acknowledged for providing partial financial support for this study (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; DS, SGK, TKM; the first draft was written by SKS. Data interpretation was carried out by SKS, DS, SGK, TKM. All the authors read and approved the final manuscript.

Corresponding author

Correspondence to Sudhir Kumar Sharma.

Ethics declarations

Competing interests

The authors declare that they have no conflict of interest.

Ethical approval

Not applicable.

Consent to participate

Not applicable.

Consent to publish

Not applicable.

Additional information

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Sharma, S.K., Karapurkar, S.G., Shenoy, D.M. et al. Stable carbon and nitrogen isotopic characteristics of PM2.5 and PM10 in Delhi, India. J Atmos Chem 79, 67–79 (2022). https://doi.org/10.1007/s10874-022-09429-0

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10874-022-09429-0

Keywords

Navigation