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Does weather, or energy prices, affect carbon prices?

Author

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  • Batten, Jonathan A.
  • Maddox, Grace E.
  • Young, Martin R.

Abstract

This study investigates the extent that key energy prices (coal, gas, oil and electricity) and weather explain carbon prices, a key feature of the European Union Emissions Trading Scheme (EU ETS), and whether this relationship changed since full auctioning came into effect in 2013. Energy prices were found to impact the carbon price in phase III of the EU ETS. However, modelling based solely on energy prices explained only 12% of carbon price variation. Weather variables did not affect the carbon price except for unanticipated temperature changes. These results indicate that it is not the level of temperature that impacts the carbon price, rather it is unanticipated changes in temperature that matter. Given that climate change is associated with increased variance in temperature, this result is consistent with climate change resulting in greater carbon price volatility and higher hedging costs.

Suggested Citation

  • Batten, Jonathan A. & Maddox, Grace E. & Young, Martin R., 2021. "Does weather, or energy prices, affect carbon prices?," Energy Economics, Elsevier, vol. 96(C).
    • Handle: RePEc:eee:eneeco:v:96:y:2021:i:c:s014098832030356x
    DOI: 10.1016/j.eneco.2020.105016
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    as
    1. Borak, Szymon & Härdle, Wolfgang Karl & Trück, Stefan & Weron, Rafał, 2006. "Convenience yields for CO2 emission allowance futures contracts," SFB 649 Discussion Papers 2006-076, Humboldt University Berlin, Collaborative Research Center 649: Economic Risk.
    2. Tang, Ling & Wang, Haohan & Li, Ling & Yang, Kaitong & Mi, Zhifu, 2020. "Quantitative models in emission trading system research: A literature review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 132(C).
    3. Koch, Nicolas & Bassen, Alexander, 2013. "Valuing the carbon exposure of European utilities. The role of fuel mix, permit allocation and replacement investments," Energy Economics, Elsevier, vol. 36(C), pages 431-443.
    4. Hintermann, Beat, 2010. "Allowance price drivers in the first phase of the EU ETS," Journal of Environmental Economics and Management, Elsevier, vol. 59(1), pages 43-56, January.
    5. Petrick, Sebastian & Wagner, Ulrich J., 2014. "The impact of carbon trading on industry: Evidence from German manufacturing firms," Kiel Working Papers 1912, Kiel Institute for the World Economy (IfW Kiel).
    6. repec:dau:papers:123456789/4222 is not listed on IDEAS
    7. Richard Green, 2008. "Carbon Tax or Carbon Permits: The Impact on Generators Risks," The Energy Journal, International Association for Energy Economics, vol. 0(Number 3), pages 67-90.
    8. Creti, Anna & Jouvet, Pierre-André & Mignon, Valérie, 2012. "Carbon price drivers: Phase I versus Phase II equilibrium?," Energy Economics, Elsevier, vol. 34(1), pages 327-334.
    9. Benz, Eva & Trück, Stefan, 2009. "Modeling the price dynamics of CO2 emission allowances," Energy Economics, Elsevier, vol. 31(1), pages 4-15, January.
    10. Chan, Hei Sing (Ron) & Li, Shanjun & Zhang, Fan, 2013. "Firm competitiveness and the European Union emissions trading scheme," Energy Policy, Elsevier, vol. 63(C), pages 1056-1064.
    11. Busch, Timo & Hoffmann, Volker H., 2007. "Emerging carbon constraints for corporate risk management," Ecological Economics, Elsevier, vol. 62(3-4), pages 518-528, May.
    12. Koch, Nicolas & Fuss, Sabine & Grosjean, Godefroy & Edenhofer, Ottmar, 2014. "Causes of the EU ETS price drop: Recession, CDM, renewable policies or a bit of everything?—New evidence," Energy Policy, Elsevier, vol. 73(C), pages 676-685.
    13. repec:dau:papers:123456789/4210 is not listed on IDEAS
    14. Zhang, Yue-Jun & Wei, Yi-Ming, 2010. "An overview of current research on EU ETS: Evidence from its operating mechanism and economic effect," Applied Energy, Elsevier, vol. 87(6), pages 1804-1814, June.
    15. Georg Zachmann & Anta Ndoye & Jan Abrell, 2011. "Assessing the impact of the EU ETS using firm level data," Working Papers 579, Bruegel.
    16. Aatola, Piia & Ollikainen, Markku & Toppinen, Anne, 2013. "Price determination in the EU ETS market: Theory and econometric analysis with market fundamentals," Energy Economics, Elsevier, vol. 36(C), pages 380-395.
    17. Daskalakis, George, 2013. "On the efficiency of the European carbon market: New evidence from Phase II," Energy Policy, Elsevier, vol. 54(C), pages 369-375.
    18. Heindl, Peter & Lutz, Benjamin, 2012. "Carbon management: Evidence from case studies of German firms under the EU ETS," ZEW Discussion Papers 12-079, ZEW - Leibniz Centre for European Economic Research.
    19. Steven Sorrell, 2003. "Carbon Trading in the Policy Mix," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 19(3), pages 420-437.
    20. Chevallier, Julien, 2009. "Carbon futures and macroeconomic risk factors: A view from the EU ETS," Energy Economics, Elsevier, vol. 31(4), pages 614-625, July.
    21. Blyth, William & Bunn, Derek & Kettunen, Janne & Wilson, Tom, 2009. "Policy interactions, risk and price formation in carbon markets," Energy Policy, Elsevier, vol. 37(12), pages 5192-5207, December.
    22. Alberola, Emilie & Chevallier, Julien & Cheze, Benoi^t, 2008. "Price drivers and structural breaks in European carbon prices 2005-2007," Energy Policy, Elsevier, vol. 36(2), pages 787-797, February.
    23. Don Bredin and John Parsons, 2016. "Why is Spot Carbon so Cheap and Future Carbon so Dear? The Term Structure of Carbon Prices," The Energy Journal, International Association for Energy Economics, vol. 0(Number 3).
    24. Stefan Trück & Rafał Weron, 2016. "Convenience Yields and Risk Premiums in the EU‐ETS—Evidence from the Kyoto Commitment Period," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 36(6), pages 587-611, June.
    25. Frank Convery, 2009. "Origins and Development of the EU ETS," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 43(3), pages 391-412, July.
    26. Reboredo, Juan C. & Ugando, Mikel, 2015. "Downside risks in EU carbon and fossil fuel markets," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 111(C), pages 17-35.
    27. Gao, Yuning & Li, Meng & Xue, Jinjun & Liu, Yu, 2020. "Evaluation of effectiveness of China's carbon emissions trading scheme in carbon mitigation," Energy Economics, Elsevier, vol. 90(C).
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