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Extension of EU Emissions Trading Scheme to Other Sectors and Gases: Consequences for Uncertainty of Total Tradable Amount

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Abstract

Emissions trading in the European Union (EU), covering the least uncertain emission sources of greenhouse gas emission inventories (CO2 from combustion and selected industrial processes in large installations), began in 2005. During the first commitment period of the Kyoto Protocol (2008–2012), the emissions trading between Parties to the Protocol will cover all greenhouse gases (CO2, CH4, N2O, HFCs, PFCs, and SF6) and sectors (energy, industry, agriculture, waste, and selected land-use activities) included in the Protocol. In this paper, we estimate the uncertainties in different emissions trading schemes based on uncertainties in corresponding inventories. According to the results, uncertainty in emissions from the EU15 and the EU25 included in the first phase of the EU emissions trading scheme (2005–2007) is ±3% (at 95% confidence interval relative to the mean value). If the trading were extended to CH4 and N2O, in addition to CO2, but no new emissions sectors were included, the tradable amount of emissions would increase by only 2% and the uncertainty in the emissions would range from −4 to +8%. Finally, uncertainty in emissions included in emissions trading under the Kyoto Protocol was estimated to vary from −6 to +21%. Inclusion of removals from forest-related activities under the Kyoto Protocol did not notably affect uncertainty, as the volume of these removals is estimated to be small.

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References

  • Bartoszczuk, P., & Horabik, J. (2007). Tradable permit systems: Consiering uncertainty in emission estimates.

    Google Scholar 

  • Dufrêne, E., Davi, H., François, C., Le Maire, G., Le Dantec, V., & Granier, A. (2005). Modelling carbon and water cycles in a beech forest. Part I: Model description and uncertainty analysis on modelled NEE. Ecological Modelling, 185, 407–436.

    Article  Google Scholar 

  • EC (2004). Commission Decision of 29/01/2004 establishing guidelines for the monitoring and reporting of greenhouse gas emissions pursuant to Directive 2003/87/EC of the European Parliament and of the Council, C(2004) 130, European Commission, Brussels, Belgium.

    Google Scholar 

  • ECCP (2003). ECCP working group on forest sinks, Final Report, ‘conclusions and recommendations regarding forest related sinks & climate change mitigation.’ See http://europa.eu.int/comm/environment/climat/pdf/forest_sinks_final_report.pdf.

    Google Scholar 

  • EEA (2005). Climate change homepage. Emissions trading-national allocation plans,’ see http://europa.eu.int/comm/environment/climat/emission_plans.htm.

    Google Scholar 

  • EEA (2006). The European Community’s initial report under the Kyoto Protocol. Report to facilitate the calculation of the assigned amount of the European Community pursuant to Article 3, paragraphs 7 and 8 of the Kyoto Protocol Submission to the UNFCCC Secretariat, EEA, Copenhagen, Denmark.

    Google Scholar 

  • European Commission (2005). Emissions trading: Commission approves last allocation plan ending NAP marathon. Press release, IP/05/762, 20 June.

    Google Scholar 

  • Feldhusen, K., Hammarskjöld, G., Mjureke, D., Pettersson, S., Sandberg, A., Staaf, H., et al. (2004). Sweden’s national inventory report 2004. Report submitted under the United Nations framework convention on climate change, Swedish Environmental Protection Agency, Stockholm, Sweden.

    Google Scholar 

  • Gillenwater, M., Sussman, F., & Cohen, J. (2007). Practical applications of uncertainty analysis for National Greenhouse Gas Inventories.

    Google Scholar 

  • Godal, O., Ermoliev, Y., Klaassen, G., & Obersteiner, M. (2003). Carbon trading with imperfectly observable emissions. Environmental and Resource Economics, 25, 151–169.

    Article  Google Scholar 

  • Gugele, B., Huttunen, K., Ritter, M., & Gager, M. (2004). Annual European Community Greenhouse Gas Inventory 1990–2002 and Inventory Report 2004, Submission to the UNFCCC Secretariat, European Commission, DG Environment, European Environment Agency, Copenhagen, Denmark.

    Google Scholar 

  • Gupta, J., Ohlstroon, X., & Rotenberg, E. (2003). The role of scientific uncertainty in compliance with the Kyoto Protocol to the climate change convention. Environmental Science and Policy, 6, 475–486.

    Article  CAS  Google Scholar 

  • Heat, S., & Smith, J. (2000). An assessment of uncertainty in forest carbon budget projections. Environmental Science and Policy, 3, 73–82.

    Article  Google Scholar 

  • IPCC (2000). Good practice guidance and uncertainty management in national greenhouse gas inventories. J. Penman, D. Kruger, I. Galbally, T. Hiraishi, B. Nyenzi, S. Emmanuel, L. Buendia, R. Hoppaus, T. Martinsen, J. Meijer, K. Miwa, & K. Tanabe (Eds.), Intergovernmental Panel on Climate Change. Geneva, Switzerland.

    Google Scholar 

  • IPCC (2003). Good practice guidance for land use, land-use change and forestry. J. Penman, M. Gytarsky, T. Hiraishi, T. Krug, D. Kruger, R. Pipatti, L. Buendia, K. Miwa, T. Ngara, K. Tanabe, & F. Wagner (Eds.), Institute for Global Environmental Strategies (IGES), Kanagawa, Japan.

    Google Scholar 

  • McGettigan, M., & Duffy, P. (2003). Ireland, National Inventory Report. Greenhouse Gas Emissions 1990–2001. Report to the United Nations Framework Convention on Climate Change. Environmental Protection Agency, Johnstown Castle Estate, Wexford, Ireland.

    Google Scholar 

  • Monni, S., Peltoniemi, M., Palosuo, T., Lehtonen, Mäkipää, A., & Savolainen, I. (in press). Uncertainty of forest carbon stock changes — Implications for the total uncertainty of GHG Inventory of Finland. Climatic Change.

    Google Scholar 

  • Monni, S., Syri, S., & Savolainen, I. (2004). Uncertainties in the finnish greenhouse gas emission inventory. Environmental Science and Policy, 7, 78–98.

    Article  Google Scholar 

  • Nahorski, Z., Horabik, J., & Jonas, M. (2007). Compliance and emissions trading under the Kyoto Protocol: Rules for uncertain inventories.

    Google Scholar 

  • Nilsson, S., Shvidenko, A., Stolbovoi, V., Gluck, M., Jonas, M., & Obersteiner, M. (2000). Full carbon account for Russia. Interim Report IR-00-021, International Institute for Applied Systems Analysis (IIASA), Laxenburg, Austria.

    Google Scholar 

  • OECD (1997). Questions and answers on emissions trading among Annex I Parties. Information Paper, Organisation for Economic Co-operation and Development and International Energy Agency, Paris, France.

    Google Scholar 

  • Official Journal of the European Union (2003). Common Position (EC) No 28/2003 of 18 March 2003 adopted by the Council, acting in accordance with the procedure in Article 251 of the Treaty establishing the European Community, with a view to adopting a directive of the European Parliament and of the Council establishing a scheme for greenhouse gas emission allowance trading within the Community and amending Council Directive 96/61/EC,’ Official Journal of the European Union C 125 E/72-95.

    Google Scholar 

  • Ogle, S., Breidt, J., Eve, M., & Paustian, K. (2003). Uncertainty in estimating land use and management impacts on soil organic carbon storage for US agricultural lands between 1982 and 1997. Global Change Biology, 9, 1521–1542.

    Article  Google Scholar 

  • Paul, K., Polglase, P., & Richards, G. (2003a). Sensitivity analysis of predicted change in soil carbon following afforestation. Ecological Modelling, 164, 137–152.

    Article  CAS  Google Scholar 

  • Paul, K., Polglase, P., & Richards, G. (2003b). Predicted change in soil carbon following afforestation or reforestation, and analysis of controlling factors by linking a C Accounting Model (CAMFor) to Models of Forest Growth (3PG), Litter Decomposition (GENDEC) and Soil C Turnover (RothC). Forest Ecology and Management, 177, 485–501.

    Article  Google Scholar 

  • Peltoniemi, M., Palosuo, T., Monni, S., & Mäkipää, R. (2006). Factors affecting the uncertainty of sinks and stocks of carbon in finnish forests soils and vegetation. Forest Ecology and Management, 232, 75–85.

    Article  Google Scholar 

  • Rypdal, K., & Winiwarter, W. (2001). Uncertainties in greenhouse gas emission inventories — evaluation, comparability and implications. Environmental Science and Policy, 4, 107–116.

    Article  CAS  Google Scholar 

  • Salway, A., Murrells, T., Milne, R., & Ellis, S. (2002). UK greenhouse gas inventory 1990 to 2000, Annual report for submission under the Framework Convention on Climate Change, AEA Technology, Harwell, UK.

    Google Scholar 

  • Smith, J., & Heat, L. (2001). Identifying influences on model uncertainty: An application using a forest carbon budget model. Environmental Management, 27(2), 253–567.

    Article  CAS  Google Scholar 

  • Suutari, R., Amann, M., Cofala, J., Klimont, Z., Posch, M., & Schöpp, W. (2001). From economic activities to ecosystem protection in Europe. An uncertainty analysis of two scenarios of the RAINS Integrated Assessment Model,’ CIAM/CCE Report 1/2001, IIASA, Laxenburg, Austria.

    Google Scholar 

  • UNFCCC (2004). National Inventory Submissions 2004, Annex I. See, http://unfccc.int/national_reports/annex_i_ghg_inventories/national_inventories_submissions/items/3473.php.

    Google Scholar 

  • UNFCCC (2005). Modalities, rules and guidelines for emissions trading under Article 17 of the Kyoto Protocol. Decision 11/CMP.1, CCC/KP/CMP/2005/8/Add.2.

    Google Scholar 

  • Vandenbygaart, A., Gregorich, E., Angers, D., & Stoklas, U. (2004). Uncertainty analysis of soil organic carbon stock change in Canadian cropland from 1991 to 2001. Global Change Biology, 10, 983–994.

    Article  Google Scholar 

  • Verbeeck, H., Samson R., Verdonck, F., & Lemeur, R. (2006). Parameter sensitivity and uncertainty of the forest carbon flux model FORUG: A Monte Carlo analysis. Tree Physiology, 26, 807–817.

    CAS  Google Scholar 

  • Winiwarter, W., & Rypdal, K. (2001). Assessing the uncertainty associated with national greenhouse gas emission inventories: A case for Austria. Atmospheric Environment, 35, 5426–5440.

    Article  Google Scholar 

  • Winiwarter, W. (2007). National Greenhouse Gas Inventories: Understanding Uncertainties versus Potential for Improving Reliability.

    Google Scholar 

  • Zhang, X.-Q., & Xu, D. (2003). Potential carbon sequestration in China’s forests. Environmental Science and Policy, 6, 421–432.

    Article  CAS  Google Scholar 

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Correspondence to S. Monni .

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Monni, S., Syri, S., Pipatti, R., Savolainen, I. (2007). Extension of EU Emissions Trading Scheme to Other Sectors and Gases: Consequences for Uncertainty of Total Tradable Amount. In: Lieberman, D., Jonas, M., Nahorski, Z., Nilsson, S. (eds) Accounting for Climate Change. Springer, Dordrecht. https://doi.org/10.1007/978-1-4020-5930-8_9

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