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Research Article

Source appointment of nitrogen in PM2.5 based on bulk δ15N signatures and a Bayesian isotope mixing model

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Article: 1299672 | Received 20 Jan 2017, Accepted 20 Feb 2017, Published online: 03 Apr 2017

References

  • Aggarwal, S. G., Kawamura, K., Umarji, G. S., Tachibana, E., Patil, R. S. and co-authors. 2013. Organic and inorganic markers and stable C-, N-isotopic compositions of tropical coastal aerosols from megacity Mumbai: sources of organic aerosols and atmospheric processing. Atmos. Chem. Phys. 13, 4667–4680.10.5194/acp-13-4667-2013
  • Ammann, M., Siegwolf, R., Pichlmayer, F., Suter, M., Saurer, M. and co-authors. 1999. Estimating the uptake of traffic-derived NO2 from 15N abundance in Norway spruce needles. Oecologia 118, 124–131.10.1007/s004420050710
  • Andreae, M. O. and Merlet, P. 2001. Emission of trace gases and aerosols from biomass burning. Glob. Biogeochem. Cy. 15, 955–966.10.1029/2000GB001382
  • Berkemeier, T., Ammann, M., Mentel, T. F., Pöschl, U. and Shiraiwa, M. 2016. Organic nitrate contribution to new particle formation and growth in secondary organic aerosols from α-pinene ozonolysis. Environ. Sci. Technol. 50, 6334–6342.
  • Bikkina, S., Kawamura, K. and Sarin, M. 2016. Stable carbon and nitrogen isotopic composition of fine mode aerosols (PM2.5) over the Bay of Bengal: impact of continental sources. Tellus B. 68, 31518.10.3402/tellusb.v68.31518
  • Carmichael, G. R., Ferm, M., Thongboonchoo, N., Woo, J. H., Chan, L. Y. and co-authors. 2003. Measurements of sulfur dioxide, ozone and ammonia concentrations in Asia, Africa, and South America using passive samplers. Atmos. Environ. 37, 1293–1308.10.1016/S1352-2310(02)01009-9
  • Crutzen, P. J. and Andreae, M. O. 1990. Biomass burning in the tropics: impact on atmospheric chemistry and biogeochemical cycles. Science. 250, 1669–1678.10.1126/science.250.4988.1669
  • Davis, P., Syme, J., Heikoop, J., Fessenden-Rahn, J., Perkins, G. and co-authors. 2015. Quantifying uncertainty in stable isotope mixing models. J. Geophys. Res.: Biogeosci. 120, 903–923.10.1002/2014JG002839
  • Divers, M. T., Elliott, E. M. and Bain, D. J. 2014. Quantification of nitrate sources to an urban stream using dual nitrate isotopes. Environ. Sci. Technol. 48, 10580–10587.10.1021/es404880j
  • Elliott, E. M., Kendall, C., Boyer, E. W., Burns, D. A., Lear, G. and co-authors. 2009. Dual nitrate isotopes in actively and passively collected dry deposition: utility for partitioning NOx sources contributing to landscape nitrogen deposition. J. Geophys. Res. Biogeosci. 114, G04020.
  • Elliott, E. M., Kendall, C., Wankel, S. D., Burns, D. A., Boyer, E. W. and co-authors. 2007. Nitrogen isotopes as indicators of NOx source contributions to atmospheric nitrate deposition across the Midwestern and Northeastern United States. Environ. Sci. Technol. 41, 7661–7667.
  • Evans, J. S. B. T., Handley, S. J., Perham, N., Over, D. E. and Thompson, V. A. 2000. Frequency versus probability formats in statistical word problems. Cognition. 77, 197–213.10.1016/S0010-0277(00)00098-6
  • Felix, J. D. and Elliott, E. M. 2014. The isotopic composition of passively collected nitrogen dioxide emissions: vehicle, soil and livestock source signatures. Atmos. Environ. 92, 359–366.10.1016/j.atmosenv.2014.04.005
  • Felix, J. D., Elliott, E. M., Gish, T., Maghirang, R., Cambal, L. and co-authors. 2014. Examining the transport of ammonia emissions across landscapes using nitrogen isotope ratios. Atmos. Environ. 95, 563–570.10.1016/j.atmosenv.2014.06.061
  • Felix, J. D., Elliott, E. M., Gish, T., McConnell, L. and Shaw, S. 2013. Characterizing the isotopic composition of atmospheric ammonia emission sources using passive samplers and a combined oxidation-bacterial denitrifier isotope ratio mass spectrometer method. Rapid. Commun. Mass. Sp. 27, 2239–2246.10.1002/rcm.6679
  • Felix, J. D., Elliott, E. M. and Shaw, S. L. 2012. The isotopic composition of coal-fired power plant NOx: the influence of emission controls and implications for global emission inventories. Environ. Sci. Technol. 46, 3528–3535.10.1021/es203355v
  • Freyer, H. D. 1978. Preliminary 15N studies on atmospheric nitrogenous trace gases. Pure Appl. Geophys. 116, 393–404.10.1007/BF01636894
  • Freyer, H. 1991. Seasonal variation of 15N/14N ratios in atmospheric nitrate species. Tellus B. 43, 30–44.10.3402/tellusb.v43i1.15244
  • Fukuzaki, N. and Hayasaka, H. 2009. Seasonal variations of nitrogen isotopic ratios of ammonium and nitrate in precipitations collected in the Yahiko-Kakuda Mountains Area in Niigata Prefecture, Japan. Water Air. Soil Pollut. 203, 391–397.10.1007/s11270-009-0026-8
  • Ge, X. L., Wexler, A. S. and Clegg, S. L. 2011. Atmospheric amines Part I. A review. Atmos. Environ. 45, 524–546.10.1016/j.atmosenv.2010.10.012
  • Guo, S., Hu, M., Zamora, M. L., Peng, J., Shang, D. and co-authors. 2014. Elucidating severe urban haze formation in China. Proc. Natl. Acad. Sci. USA. 111, 17373–17378.10.1073/pnas.1419604111
  • Hastings, M. G., Jarvis, J. C. and Steig, E. J. 2009. Anthropogenic impacts on nitrogen isotopes of ice-core nitrate. Science. 324, 1288.10.1126/science.1170510
  • Heaton, T. H. E. 1986. Isotopic studies of nitrogen pollution in the hydrosphere and atmosphere: a review. Chem. Geol. 59, 87–102.10.1016/0168-9622(86)90059-X
  • Heaton, T. H. E. 1987. 15N/14N ratio of nitrate and ammonium in rain of Pretoria, south Africa. Atmos. Environ. 21, 843–852.10.1016/0004-6981(87)90080-1
  • Heaton, T. H. E. 1990. 15N/14N ratios of NOx from vehicle engines and coal-fired power stations. Tellus. 42, 304–307.
  • Heaton, T. H. E., Spiro, B. and Robertson, S. M. C. 1997. Potential canopy influences on the isotopic composition of nitrogen and sulphur in atmospheric deposition. Oecologia. 109, 600–607.10.1007/s004420050122
  • Heaton, T. H. E., Wynn, P. and Tye, A. M. 2004. Low 15N/14N ratios for nitrate in snow in the High Arctic (79°N). Atmos. Environ. 38, 5611–5621.10.1016/j.atmosenv.2004.06.028
  • Hegde, P., Kawamura, K., Joshi, H. and Naja, M. 2015. 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, 5997–6001.
  • He, H., Wang, Y., Ma, Q., Ma, J., Chu, B. and co-authors., 2014. Mineral dust and NOx promote the conversion of SO2 to sulfate in heavy pollution days. Sci. Rep. 4, 4172–4176.
  • Hoering, T. 1957. The isotopic composition of ammonia and the nitrate ion in rain. Geochim. Cosmochim. Acta. 12, 97–102.10.1016/0016-7037(57)90021-2
  • Huang, R. J., Zhang, Y. L., Bozzetti, C., Ho, K. F., Cao, J. J. and co-authors. 2014. High secondary aerosol contribution to particulate pollution during haze events in China. Nature. 514, 218–222.
  • Jackson, A. L., Inger, R., Bearhop, S. and Parnell, A. 2009. Erroneous behaviour of MixSIR, a recently published Bayesian isotope mixing model: a discussion of Moore & Semmens (2008). Ecol. Lett. 12, E1–E5.10.1111/ele.2009.12.issue-3
  • Jia, G. and Chen, F. 2010. Monthly variations in nitrogen isotopes of ammonium and nitrate in wet deposition at Guangzhou, south China. Atmos. Environ. 44, 2309–2315.10.1016/j.atmosenv.2010.03.041
  • Jickells, T. D., Kelly, S. D., Baker, A. R., Biswas, K., Dennis, P. F. and co-authors. 2003. Isotopic evidence for a marine ammonia source. Geo. Res. Lett. 30, 359–376.
  • Kawashima, H. and Kurahashi, T. 2011. Inorganic ion and nitrogen isotopic compositions of atmospheric aerosols at Yurihonjo, Japan: implications for nitrogen sources. Atmos. Environ. 45, 6309–6316.10.1016/j.atmosenv.2011.08.057
  • Kendall, C., Elliott, E. M. and Wankel, S. D. 2007. Tracing anthropogenic inputs of nitrogen to ecosystems. In: Stable Isotopes in Ecology and Environmental Science (eds. R.M. Michener and K.E. Lajtha). Blackwell, Oxford, pp. 375–449.10.1002/9780470691854
  • Li, L., Lollar, B. S., Li, H., Wortmann, U. G. and Lacrampe-Couloume, G. 2012. Ammonium stability and nitrogen isotope fractionations for NH4+-NH3(aq)-NH3 (gas) systems at 20–70 °C and pH of 2–13: applications to habitability and nitrogen cycling in low-temperature hydrothermal systems. Geochim. Cosmochi. Acta. 84, 280–296.10.1016/j.gca.2012.01.040
  • Li, D. J. and Wang, X. M. 2008. Nitrogen isotopic signature of soil-released nitric oxide (NO) after fertilizer application. Atmos. Environ. 42, 4747–4754.10.1016/j.atmosenv.2008.01.042
  • Lobert, J. M., Scharffe, D. H., Hao, W. M. and Crutzen, P. J. 1990. Importance of biomass burning in the atmospheric budgets of nitrogen-containing gases. Nature. 346, 552–554.10.1038/346552a0
  • Michalski, G., Bhattacharya, S. and Girsch, G. 2014. NOx cycle and the tropospheric ozone isotope anomaly: an experimental investigation. Atm. Chem. Phys. 14, 4935–4953.10.5194/acp-14-4935-2014
  • Michalski, G., Meixner, T., Fenn, M., Hernandez, L., Sirulnik, A., Allen, E. and Thiemens, M. 2004. Tracing atmospheric nitrate deposition in a complex semiarid ecosystem using Δ17O. Environ. Sci. Technol. 38, 2175–2181.10.1021/es034980+
  • Monse, E. U., Spindel, W. and Stern, M. J. 1969. Analysis of isotope-effect calculations illustrated with exchange equilibria among oxynitrogen compounds, ACS Adv. Chem. Ser. 89, 148–184.
  • Moore, H. 1977. The isotopic composition of ammonia, nitrogen dioxide, and nitrate in the atmosphere. Atmos. Environ. 11, 1239–1243.10.1016/0004-6981(77)90102-0
  • Moore, J. W. and Semmens, B. X. 2008. Incorporating uncertainty and prior information into stable isotope mixing models. Ecol. Lett. 11, 470–480.10.1111/j.1461-0248.2008.01163.x
  • Parnell, A. C., Inger, R., Bearhop, S. and Jackson, A. L. 2010. Source partioning using stable isotopes: coping with too much variation. PLoS ONE. 5, e9672.10.1371/journal.pone.0009672
  • Parnell, A. C. and Jackson, A. 2008. SIAR: stable isotope analysis in R. Online at: http://cran.r-project.org/web/packages/siar/index.html (accessed 10 December 2012).
  • Pavuluri, C. M., Kawamura, K. and Fu, P. Q. 2015. Atmospheric chemistry of nitrogenous aerosols in northeastern Asia: biological sources and secondary formation. Atmos. Chem. Phys. 15, 9883–9896.10.5194/acp-15-9883-2015
  • Pavuluri, C. M., Kawamura, K., Tachibana, E. and Swaminathan, T. 2010. 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, 3597–3604.10.1016/j.atmosenv.2010.05.039
  • Pearson, J., Wells, D., Seller, K. J., Bennett, A., Soares, A. and co-authors. 2000. Traffic exposure increases natural 15N and heavy metal concentrations in mosses. New Phytol. 147, 317–326.10.1046/j.1469-8137.2000.00702.x
  • Savarino, J., Morin, S., Erbland, J., Grannec, F., Patey, M. D. and co-authors. 2013. Isotopic composition of atmospheric nitrate in a tropical marine boundary layer. Proc. Natl. Acad. Sci. USA. 110, 17668–17673.10.1073/pnas.1216639110
  • Smirnoff, A., Savard, M. M., Vet, R. and Simard, M. C. 2012. Nitrogen and triple oxygen isotopes in near-road air samples using chemical conversion and thermal decomposition. Rapid. Commun. Mass. SP. 26, 2791–2804.10.1002/rcm.6406
  • Sun, Y. L., Zhuang, G. S., Tang, A. H., Wang, Y. and An, Z. S. 2006. Chemical characteristics of PM2.5 and PM10 in haze-fog episodes in Beijing. Environ. Sci. Technol. 40, 3148–3155.10.1021/es051533g
  • Walters, W. W., Goodwin, S. R. and Michalski, G. 2015. Nitrogen stable isotope composition (15N) of vehicle emitted NOx. Environ. Sci. Technol. 49, 2278–2285.10.1021/es505580v
  • Walters, W. W. and Michalski, G. 2015. Theoretical calculation of nitrogen isotope equilibrium exchange fractionation factors for various NOy molecules. Geochim. Cosmochim. Acta 164, 284–297.10.1016/j.gca.2015.05.029
  • Wang, C., Wang, X. B., Liu, D. W., Wu, H. H., Lü, X. T. and co-authors. 2014. Aridity threshold in controlling ecosystem nitrogen cycling in arid and semi-arid grasslands. Nat. Commun. 5, 4799.10.1038/ncomms5799
  • Wei, L. F., Duan, J. C., Tan, J. H., Yongliang, M. A., Kebin, H. E. and co-authors. 2015. Gas-to-particle conversion of atmospheric ammonia and sampling artifacts of ammonium in spring of Beijing. Sci. China. Earth. Sci. 63, 186–187.
  • Widory, D. 2007. Nitrogen isotopes: tracers of origin and processes affecting PM10 in the atmosphere of Paris. Atmos. Environ. 41, 2382–2390.10.1016/j.atmosenv.2006.11.009
  • Yeatman, S. G., Spokes, L. J., Dennis, P. F. and Jickells, T. D. 2001a. Comparisons of aerosol nitrogen isotopic composition at two polluted coastal sites. Atmos. Environ. 35, 1307–1320.10.1016/S1352-2310(00)00408-8
  • Yeatman, S. G., Spokes, L. J. and Jickells, T. D. 2001b. Comparisons of coarse-mode aerosol nitrate and ammonium at two polluted coastal sites. Atmos. Environ. 35, 1321–1335.10.1016/S1352-2310(00)00452-0
  • Zhang, R. Y. 2010. Getting to the critical nucleus of aerosol formation. Science. 328, 1366–1367.10.1126/science.1189732
  • Zhang, R. J., Jing, J., Tao, J., Hsu, S.-C., Wang, G. and co-authors. 2013. Chemical characterization and source apportionment of PM2.5 in Beijing: seasonal perspective. Atmos. Chem. Phys. 13, 7053–7074.10.5194/acp-13-7053-2013
  • Zhang, L., Wang, T., Lv, M. Y. and Zhang, Q. 2015. On the severe haze in Beijing during January 2013: unraveling the effects of meteorological anomalies with WRF-Chem. Atmos. Environ. 104, 11–21.10.1016/j.atmosenv.2015.01.001