Reduced carbon emission estimates from fossil fuel combustion and cement production in China

Abstract

Nearly three-quarters of the growth in global carbon emissions from the burning of fossil fuels and cement production between 2010 and 2012 occurred in China1,2. Yet estimates of Chinese emissions remain subject to large uncertainty; inventories of China’s total fossil fuel carbon emissions in 2008 differ by 0.3 gigatonnes of carbon, or 15 per cent1,3,4,5. The primary sources of this uncertainty are conflicting estimates of energy consumption and emission factors, the latter being uncertain because of very few actual measurements representative of the mix of Chinese fuels. Here we re-evaluate China’s carbon emissions using updated and harmonized energy consumption and clinker production data and two new and comprehensive sets of measured emission factors for Chinese coal. We find that total energy consumption in China was 10 per cent higher in 2000–2012 than the value reported by China’s national statistics6, that emission factors for Chinese coal are on average 40 per cent lower than the default values recommended by the Intergovernmental Panel on Climate Change7, and that emissions from China’s cement production are 45 per cent less than recent estimates1,4. Altogether, our revised estimate of China’s CO2 emissions from fossil fuel combustion and cement production is 2.49 gigatonnes of carbon (2 standard deviations = ±7.3 per cent) in 2013, which is 14 per cent lower than the emissions reported by other prominent inventories1,4,8. Over the full period 2000 to 2013, our revised estimates are 2.9 gigatonnes of carbon less than previous estimates of China’s cumulative carbon emissions1,4. Our findings suggest that overestimation of China’s emissions in 2000–2013 may be larger than China’s estimated total forest sink in 1990–2007 (2.66 gigatonnes of carbon)9 or China’s land carbon sink in 2000–2009 (2.6 gigatonnes of carbon)10.

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Figure 1: Total carbon content and production of coal mines.
Figure 2: Histograms of Chinese coal properties.
Figure 3: Comparison of emission factors in 2012.
Figure 4: Estimates of Chinese CO2 emissions 1990–2013.

References

  1. 1

    Boden, T. A., Marland, G. & Andres, R. J. Global, Regional, and National Fossil-Fuel CO2 Emissions (Oak Ridge National Laboratory, US Department of Energy, 2013)

  2. 2

    Liu, Z. et al. A low-carbon road map for China. Nature 500, 143–145 (2013)

  3. 3

    International Energy Agency. CO2 Emissions from Fuel Combustion (IEA, 2013)

  4. 4

    Olivier, J. G., Janssens-Maenhout, G. & Peters, J. A. Trends in Global CO2 Emissions: 2013 Report (PBL Netherlands Environmental Assessment Agency, 2013)

  5. 5

    Kurokawa, J. et al. Emissions of air pollutants and greenhouse gases over Asian regions during 2000–2008: Regional Emission inventory in ASia (REAS) version 2. Atmos. Chem. Phys. 13, 11019–11058 (2013)

  6. 6

    National Bureau of Statistics of China. Chinese Energy Statistics Yearbook (China Statistics Press, 2013)

  7. 7

    Intergovernmental Panel on Climate Change. 2006 IPCC Guidelines for National Greenhouse Gas Inventories (IPCC, 2006)

  8. 8

    National Development and Reform Commission. Second National Communication on Climate Change of the People’s Republic of China (Department of Climate Change, 2012)

  9. 9

    Pan, Y. et al. A large and persistent carbon sink in the world’s forests. Science 333, 988–993 (2011)

  10. 10

    Piao, S. et al. The carbon balance of terrestrial ecosystems in China. Nature 458, 1009–1013 (2009)

  11. 11

    Intergovernmental Panel on Climate Change. Revised 1996 IPCC Guidelines for National Greenhouse Gas Inventories (IPCC, 1997)

  12. 12

    Gregg, J. S., Andres, R. J. & Marland, G. China: emissions pattern of the world leader in CO2 emissions from fossil fuel consumption and cement production. Geophys. Res. Lett. 35, L08806 (2008)

  13. 13

    Andres, R. J., Boden, T. A. & Higdon, D. A new evaluation of the uncertainty associated with CDIAC estimates of fossil fuel carbon dioxide emission. Tellus B Chem. Phys. Meterol. 66, 23616 (2014)

  14. 14

    Fridley, D. Inventory of China's Energy-Related CO2 Emissions in 2008 (Lawrence Berkeley National Laboratory, 2011)

  15. 15

    Andres, R. J. et al. A synthesis of carbon dioxide emissions from fossil-fuel combustion. Biogeosciences 9, 1845–1871 (2012)

  16. 16

    Guan, D., Liu, Z., Geng, Y., Lindner, S. & Hubacek, K. The gigatonne gap in China’s carbon dioxide inventories. Nature Climate Change 2, 672–675 (2012)

  17. 17

    Sinton, J. E. & Fridley, D. G. A guide to China’s energy statistics. J. Energ. Lit. 8, 22–35 (2002)

  18. 18

    BP. BP Statistical Review of World Energy 2014 (BP, 2014)

  19. 19

    Zhao, Y., Nielsen, C. P. & McElroy, M. B. China’s CO2 emissions estimated from the bottom up: recent trends, spatial distributions, and quantification of uncertainties. Atmos. Environ. 59, 214–223 (2012)

  20. 20

    Reuter, M. et al. Decreasing emissions of NOx relative to CO2 in East Asia inferred from satellite observations. Nature Geosci. 7, 792–795 (2014)

  21. 21

    Lin, J.-T. & McElroy, M. Detection from space of a reduction in anthropogenic emissions of nitrogen oxides during the Chinese economic downturn. Atmos. Chem. Phys. 11, 8171–8188 (2011)

  22. 22

    National Bureau of Statistics. China Statistical Yearbook 1996–2014 (China Statistics Press, 2014)

  23. 23

    Hatch, J. R., Bullock, J. H. & Finkelman, R. B. Chemical Analyses Of Coal, Coal-Associated Rocks And Coal Combustion Products Collected For The National Coal Quality Inventory (USGS, 2006)

  24. 24

    Zhao, Y., Wang, S., Nielsen, C. P., Li, X. & Hao, J. Establishment of a database of emission factors for atmospheric pollutants from Chinese coal-fired power plants. Atmos. Environ. 44, 1515–1523 (2010)

  25. 25

    National Development and Reform Commission. Guidelines for China’s Provincial GHG Emission Inventories (NDRC, 2012)

  26. 26

    Peters, G., Weber, C. & Liu, J. Construction of Chinese Energy and Emissions Inventory (NTNU, 2006)

  27. 27

    China Cement Association. China Cement Almanac 2012–2013 (China Building Materials Press, 2014)

  28. 28

    Shen, L. et al. Factory-level measurements on CO2 emission factors of cement production in China. Renew. Sustain. Energy Rev. 34, 337–349 (2014)

  29. 29

    Liu, M. et al. Refined estimate of China’s CO2 emissions in spatiotemporal distributions. Atmos. Chem. Phys. 13, 10873–10882 (2013)

  30. 30

    Ke, J., McNeil, M., Price, L., Khanna, N. Z. & Zhou, N. Estimation of CO2 emissions from China’s cement production: methodologies and uncertainties. Energy Policy 57, 172–181 (2013)

  31. 31

    Le Quéré, C. et al. Global carbon budget 2014. Earth Syst. Sci. Data Discuss. 7, 521–610 (2014)

  32. 32

    Raupach, M. R. et al. Sharing a quota on cumulative carbon emissions. Nature Clim. Change 4, 873–879 (2014)

  33. 33

    Liu, Z. et al. Climate policy: Steps to China's carbon peak. Nature 255, 279–781 (2015)

  34. 34

    National Development and Reform Commission. The People’s Republic of China National Greenhouse Gas Inventory (China Environmental Science Press, 2007)

  35. 35

    The United Nations. Energy Statistics Database (United Nations Publications, 2010)

  36. 36

    Fridley, E. D. China Energy Databook—User Guide and Documentation, Version 7.0 (Lawrence Berkeley National Laboratory, 2008)

  37. 37

    Sinton, J. E. Accuracy and reliability of China’s energy statistics. China Econ. Rev. 12, 373–383 (2001)

  38. 38

    Marland, G. Emissions accounting: China’s uncertain CO2 emissions. Nature Clim. Change 2, 645–646 (2012)

  39. 39

    Liu, J. & Yang, H. China fights against statistical corruption. Science 325, 675 (2009)

  40. 40

    Holz, C. A. The quality of China’s GDP statistics. China Econ. Rev. 30, 309–338 (2014)

  41. 41

    Rawski, T. G. What is happening to China’s GDP statistics? China Econ. Rev. 12, 347–354 (2001)

  42. 42

    Tu, J. Industrial Organisation of the Chinese Coal Industry (Freeman Spogli Institute for International Studies, 2011)

  43. 43

    State Administration of Coal Mine Safety. China Coal Industry Yearbook (Coal Information Research Institute, 2013)

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Acknowledgements

This work was supported by the Strategic Priority Research Program “Climate Change: Carbon Budget and Relevant Issues” of the Chinese Academy of Sciences, and by China’s National Basic Research Program and National Natural Science Foundation of China (NSFC) funded projects (grants XDA05010109, 2014CB441301, XDA05010110, XDA05010103, XDA05010101, 41328008 and 41222036). Z.L. acknowledges Harvard University Giorgio Ruffolo fellowship and support from Italy’s Ministry for Environment, Land and Sea. D.G. acknowledges the Economic and Social Research Council funded project “Dynamics of Green Growth in European and Chinese Cities” (ES/L016028) and the Philip Leverhulme Prize. S.J.D. acknowledges support from the Institute of Applied Ecology, Chinese Academy of Sciences Fellowships for Young International Distinguished Scientists. P.C. and S.P. acknowledge support of the European Research Council Synergy grant ERC-2013-SyG 610028-IMBALANCE-P. R.J.A. and T.A.B. were sponsored by the US Department of Energy, Office of Science, Biological and Environmental Research under US Department of Energy contract DE-AC05-00OR22725. J. Lin acknowledges the NSFC (41422502 and 41175127). J. Liu acknowledges the International Science & Technology Cooperation Program of China (2012DFA91530), the NSFC (41161140353, 91425303), The Natural Science Foundation of Beijing, China (8151002), the National Program for Support of Top-notch Young Professionals, and Fundamental Research Funds for the Central Universities (TD-JC-2013-2). F.X. acknowledges the NSFC (41473076), China CDM Fund (2013051, 2013124) and Shenyang Science and Technology Planning (F14-232-6-01, F14-134-9-00). G.P.P. acknowledges funding from the Norwegian Research Council (235523). The authors are grateful to S. Piao, L. Cao and J. Yan for insightful comments.

Author information

Z.L. and D.G. designed the paper. Z.L. conceived the research. Z.L. provided the data from 4,243 coal mines. W.W. and J.B. provided the measurement data from 602 coal samples. S.J.D., J.B., Q.Z., R.J.A. and T.A.B. provided the reference data. Z.L., D.G., S.J.D., P.C., S.P., J.L., H.Z., C.H., Y.L. and Q.Z. performed the analysis. S.J.D., S.P., Z.L., H.Z. and K.F. drew the figures. All authors contributed to writing the paper.

Correspondence to Zhu Liu or Dabo Guan or Wei Wei or Kebin He.

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Extended data figures and tables

Extended Data Figure 1 Uncertainty distribution of Chinese CO2 emissions 1997–2012.

Monte Carlo simulations of the Chinese carbon emissions based on a blended activity data set where national and provincial data are assigned equal probabilities (n = 100,000). Chinese carbon emissions based on national energy activity data (EN) and provincial activity energy data (EP) in 2012 are shown on the right bar.

Extended Data Figure 2 Total fossil fuel energy consumption based upon national statistics, provincial statistics and calculations in this study.

Extended Data Figure 3 Location of 4,243 coal mines with annual production and 602 coal samples.

The coal samples and mines are consistent with spatial distribution.

Extended Data Figure 4 Emission estimates of China’s cement production by different sources.

Extended Data Figure 5 Growth rate of carbon emissions, based upon BP, EGDAR, IEA and calculations in this study, and industrial products.

Industrial products comprise the production of cement, iron, steel and power generation. The emission trends calculated in this study are consistent with the trends of industrial production.

Extended Data Table 1 Twenty-four emission inventories of fossil fuel combustion based on reported emission factors and fuel inventories in China.

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Liu, Z., Guan, D., Wei, W. et al. Reduced carbon emission estimates from fossil fuel combustion and cement production in China. Nature 524, 335–338 (2015). https://doi.org/10.1038/nature14677

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