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Global climate forcing of aerosols embodied in international trade

Abstract

International trade separates regions consuming goods and services from regions where goods and related aerosol pollution are produced. Yet the role of trade in aerosol climate forcing attributed to different regions has never been quantified. Here, we contrast the direct radiative forcing of aerosols related to regions’ consumption of goods and services against the forcing due to emissions produced in each region. Aerosols assessed include black carbon, primary organic aerosol, and secondary inorganic aerosols, including sulfate, nitrate and ammonium. We find that global aerosol radiative forcing due to emissions produced in East Asia is much stronger than the forcing related to goods and services ultimately consumed in that region because of its large net export of emissions-intensive goods. The opposite is true for net importers such as Western Europe and North America: global radiative forcing related to consumption is much greater than the forcing due to emissions produced in these regions. Overall, trade is associated with a shift of radiative forcing from net importing to net exporting regions. Compared to greenhouse gases such as carbon dioxide, the short atmospheric lifetimes of aerosols cause large localized differences between consumption- and production-related radiative forcing. International efforts to reduce emissions in the exporting countries will help alleviate trade-related climate and health impacts of aerosols while lowering global emissions.

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Figure 1: Net aerosol emissions embodied in trade.
Figure 2: Global differences between consumption- and production-based radiative forcing (RFc − RFp).
Figure 3: Global production- and consumption-based radiative forcing of SIOA + POA and BC for all regions except Rest of the World.

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References

  1. Myhre, G. et al. in Climate Change 2013: The Physical Science Basis (eds Stocker, T. F. et al.) Ch. 8 (IPCC, Cambridge Univ. Press, 2013).

    Google Scholar 

  2. Bond, T. C. et al. Bounding the role of black carbon in the climate system: a scientific assessment. J. Geophys. Res. 118, 5380–5552 (2013).

    Google Scholar 

  3. Hansen, J. et al. Efficacy of climate forcings. J. Geophys. Res. 110, D18104 (2005).

    Article  Google Scholar 

  4. Jacobson, M. Z. Strong radiative heating due to the mixing state of black carbon in atmospheric aerosols. Nature 409, 695–697 (2001).

    Article  Google Scholar 

  5. Ramanathan, V. & Carmichael, G. Global and regional climate changes due to black carbon. Nat. Geosci. 1, 221–227 (2008).

    Article  Google Scholar 

  6. Ruckstuhl, C. et al. Aerosol and cloud effects on solar brightening and the recent rapid warming. Geophys. Res. Lett. 35, L12708 (2008).

    Article  Google Scholar 

  7. Shindell, D. & Faluvegi, G. Climate response to regional radiative forcing during the twentieth century. Nat. Geosci. 2, 294–300 (2009).

    Article  Google Scholar 

  8. Bollasina, M. A., Ming, Y. & Ramaswamy, V. Anthropogenic aerosols and the weakening of the South Asian summer monsoon. Science 334, 502–505 (2011).

    Article  Google Scholar 

  9. Leibensperger, E. et al. Climatic effects of 1950–2050 changes in US anthropogenic aerosols–Part 2: climate response. Atmos. Chem. Phys. 12, 3349–3362 (2012).

    Article  Google Scholar 

  10. Wang, Y. et al. Assessing the effects of anthropogenic aerosols on Pacific storm track using a multiscale global climate model. Proc. Natl Acad. Sci. USA 111, 6894–6899 (2014).

    Article  Google Scholar 

  11. Fiore, A. M. et al. Global air quality and climate. Chem. Soc. Rev. 41, 6663–6683 (2012).

    Article  Google Scholar 

  12. Lau, K. M. & Kim, K. M. Observational relationships between aerosol and Asian monsoon rainfall, and circulation. Geophys. Res. Lett. 33, L21810 (2006).

    Article  Google Scholar 

  13. Lin, J.-T. et al. China’s international trade and air pollution in the United States. Proc. Natl Acad. Sci. USA 111, 1736–1741 (2014).

    Article  Google Scholar 

  14. Liu, Z. et al. Reduced carbon emission estimates from fossil fuel combustion and cement production in China. Nature 524, 335–338 (2015).

    Article  Google Scholar 

  15. Moran, D. D., Lenzen, M., Kanemoto, K. & Geschke, A. Does ecologically unequal exchange occur? Ecol. Econ. 89, 177–186 (2013).

    Article  Google Scholar 

  16. Blanco, G. et al. in Climate Change 2014: Mitigation of Climate Change (eds Edenhofer, O. et al.) Ch. 5 (IPCC, Cambridge Univ. Press, 2014).

    Google Scholar 

  17. Guan, D. et al. The socioeconomic drivers of China’s primary PM2. 5 emissions. Environ. Res. Lett. 9, 024010 (2014).

    Article  Google Scholar 

  18. Peters, G. P., Minx, J. C., Weber, C. L. & Edenhofer, O. Growth in emission transfers via international trade from 1990 to 2008. Proc. Natl Acad. Sci. USA 108, 8903–8908 (2011).

    Article  Google Scholar 

  19. Weber, C. L. & Matthews, H. S. Embodied environmental emissions in US international trade, 1997–2004. Environ. Sci. Technol. 41, 4875–4881 (2007).

    Article  Google Scholar 

  20. Kanemoto, K., Moran, D., Lenzen, M. & Geschke, A. International trade undermines national emission reduction targets: new evidence from air pollution. Glob. Environ. Change 24, 52–59 (2014).

    Article  Google Scholar 

  21. Zhao, H. Y. et al. Assessment of China’s virtual air pollution transport embodied in trade by using a consumption-based emission inventory. Atmos. Chem. Phys. 15, 5443–5456 (2015).

    Article  Google Scholar 

  22. Oita, A. et al. Subtantial nitrogen pollution embodied in international trade. Nat. Geosci. 9, 111–115 (2016).

    Article  Google Scholar 

  23. Takahashi, K. et al. Production-based emissions, consumption-based emissions and consumption-based health impacts of PM 2.5 carbonaceous aerosols in Asia. Atmos. Environ. 97, 406–415 (2014).

    Article  Google Scholar 

  24. Narayanan, G. B., Aguiar, A. & McDougall, R. Global Trade, Assistance, and Production: The GTAP 8 Data Base (Center for Global Trade Analysis, Purdue University, 2012).

    Google Scholar 

  25. Lim, S. S. et al. A comparative risk assessment of burden of disease and injury attributable to 67 risk factors and risk factor clusters in 21 regions, 1990–2010: a systematic analysis for the Global Burden of Disease Study 2010. Lancet 380, 2224–2260 (2012).

    Article  Google Scholar 

  26. Jiang, X. et al. Revealing the hidden health costs embodied in Chinese exports. Environ. Sci. Technol. 49, 4381–4388 (2015).

    Article  Google Scholar 

  27. Lu, Z., Zhang, Q. & Streets, D. G. Sulfur dioxide and primary carbonaceous aerosol emissions in China and India, 1996–2010. Atmos. Chem. Phys. 11, 9839–9864 (2011).

    Article  Google Scholar 

  28. Zhang, Q., He, K. B. & Huo, H. Cleaning China’s air. Nature 484, 161–162 (2012).

    Article  Google Scholar 

  29. China Enhanced Actions On Climate Change: China’s Intended Nationally Determined Contributions (Department of Climate Change, National Development & Reform Commission of China, 2015).

  30. India India’s Intended Nationally Determined Contribution: Working Towards Climate Justice (Government of India, 2015).

  31. Peters, G., Davis, S. & Andrew, R. A synthesis of carbon in international trade. Biogeosciences 9, 3247–3276 (2012).

    Article  Google Scholar 

Download references

Acknowledgements

This research is supported by the National Natural Science Foundation of China (NSFC; 41422502 and 41222036), the 973 program (2014CB441303 and 2014CB441301), and World Wide Fund for Nature (WWF; 10010002399). Z.Lu and D.S. acknowledge the support of the Modeling, Analysis and Predictability (MAP) programme of the National Aeronautics and Space Administration (NASA) under Proposal No. 08-MAP-0143. Z.Liu acknowledges the support of NSFC (41501605). D.G. acknowledges the support of NSFC (41328008), the National Key R&D Program of China (2016YFA0602604), the UK Economic and Social Research Council (ES/L016028/1), and the Natural Environment Research Council (NE/N00714X/1).

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Contributions

J.L., Q.Z. and Y.Huang conceived the research. D.T., D.P., H.Z., T.F., Z.L., D.S. and Q.Z. calculated the emissions. R.N., Y.Y. and J.L. conducted chemical transport model simulations. X.T., R.N., Y.Huang and J.L. conducted radiative transfer model simulations. J.L., S.D., Y.Huang and R.N. led the analysis and writing. All authors contributed to the writing.

Corresponding authors

Correspondence to Jintai Lin, Qiang Zhang or Yi Huang.

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The authors declare no competing financial interests.

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Lin, J., Tong, D., Davis, S. et al. Global climate forcing of aerosols embodied in international trade. Nature Geosci 9, 790–794 (2016). https://doi.org/10.1038/ngeo2798

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