From Physics to Environmental Policy: Exploring Boltzmann Distribution for Carbon Trading Permit Allocation

Main Article Content

Ji-Won Park

Abstract

Combating climate change and reducing atmospheric CO2 emissions are imperative. While carbon trade, including taxes and trading systems, has been proposed, the allocation of initial permits is challenging. This study addresses this issue, exploring the application of the Boltzmann distribution for carbon emission permit allocation in carbon trading. The Boltzmann distribution method uniquely considers each country's environmental and economic contexts, assigning more responsibility to nations with larger populations and higher emissions, and providing incentives to lower-emission countries. This promotes fairness in global climate change efforts and influences national environmental policies. High-emission countries like China receive a high number of permits, encouraging stronger environmental policies, whereas countries with lower emissions, such as Italy, benefit from additional permits as compared to conventional distribution models, bolstering their existing environmental conservation. This paper applies the Boltzmann distribution to eight countries, considering population, economic size, and CO2 emissions. It effectively balances permits between egalitarianism (population-based) and sovereignty (emission-based) principles, suitable for international carbon trading. This flexible approach provides a practical framework for international emissions rights allocation along with potential applications in broader contexts. Implementation of the Boltzmann distribution in real-world policy faces challenges due to the dynamic nature of international politics and economics. This research offers insights into the process of integrating this method into existing environmental policy frameworks, demonstrating its potential as a tool for enhancing global environmental sustainability. Future research should explore its application in the complex international political and economic environment, furthering its role in global climate policy.

Article Details

How to Cite
Park, J.-W. (2024). From Physics to Environmental Policy: Exploring Boltzmann Distribution for Carbon Trading Permit Allocation. Nakhara : Journal of Environmental Design and Planning, 23(1), Article 405. https://doi.org/10.54028/NJ202423405
Section
Research Articles

References

Baumol, W. J., & Oates, W. E. (1971). The use of standards and prices for protection of the environment. The Swedish Journal of Economics, 73, 42–54. https://doi.org/10.2307/3439132

Berk, M. M., & den Elzen, M. G. (2001). Options for differentiation of future commitments in climate policy: How to realise timely participation to meet stringent climate goals? Climate policy, 1(4), 465–480. https://doi.org/10.1016/S1469-3062(01)00037-7

Cao, J., Ho, M. S., Ma, R., & Teng, F. (2021). When carbon emission trading meets a regulated industry: Evidence from the electricity sector of China. Journal of Public Economics, 200, Article 104470. https://doi.org/10.1016/j.jpubeco.2021.104470

Chen, B., Yuan, K., & Wen, X. (2024). The legal governance of the carbon market: challenges and application of private law in China. Carbon Management, 15(1), Article 2288591. https://doi.org/10.1080/17583004.2023.2288591

Chichilnisky, G., Heal, G. M., & Starrett, D. (1993). International emission permits: equity and efficiency. Columbia University, Columbia PaineWebber working paper series in Money, Economics, and Finance PW-94-03.

Chiu, Y. H., Lin, J. C., Su, W. N., & Liu, J. K. (2015). An efficiency evaluation of the EU’s allocation of carbon emission allowances. Energy Sources, Part B: Economics, Planning, and Policy, 10(2), 192–200. https://doi.org/10.1080/15567249.2010.527900

Choi, S., Munkhsaikhan, Z., & Oh, J. (2022). The impact of official development assistance on carbon emissions in developing countries: Implications for Mongolia. Nakhara: Journal of Environmental Design and Planning, 21(3), 221–221. https://doi.org/10.54028/NJ202221221

Coase, R. H. (1960). The problem of social cost. Journal of Law and Economics, 3, 1–44. https://www.jstor.org/stable/724810

Coase, R. H. (1960). The problem of social cost. In C. Gopalakrishnan (Ed.), Classic papers in natural resource economics (pp. 87–137). Palgrave Macmillan. https://doi.org/10.1057/9780230523210_6

Cointe, B., & Guillemot, H. (2023). A history of the 1.5° C target. Wiley Interdisciplinary Reviews: Climate Change, 14(3), Article e824. https://doi.org/10.1002/wcc.824

Cramton, P., & Kerr, S. (2002). Tradeable carbon permit auctions: How and why to auction not grandfather. Energy policy, 30(4), 333–345. https://doi.org/10.1016/S0301-4215(01)00100-8

Crocker, T., & Co. (1966). The structuring of atmospheric pollution control systems. The economics of air pollution. The economics of air pollution. New York, WW Norton, 61–86.

Dales, J. H. (1968). Pollution, property & prices: An essay in policy-making and economics. University of Toronto Press.

Filar, J. A., & Gaertner, P. S. (1997). A regional allocation of world CO2 emission reductions. Mathematics and Computers in Simulation, 43(3–6), 269–275. https://doi.org/10.1016/S0378-4754(97)00009-8

Gamero, P. A., & Oh, J. (2021). Environmental Kuznets curve revisited, with reference to the Middle East and North Africa (mena). Nakhara: Journal of Environmental Design and Planning, 20, 1–12. https://doi.org/10.54028/NJ202120110

Gomes, E. G., & Lins, M. P. E. (2008). Modelling undesirable outputs with zero sum gains data envelopment analysis models. Journal of the Operational Research Society, 59(5), 616–623. https://doi.org/10.1057/palgrave.jors.2602384

Hansen, J., Sato, M., Ruedy, R., Lo, K., Lea, D. W., & Medina-Elizade, M. (2006). Global temperature change. Proceedings of the national academy of sciences, 103(39), 14288–14293. https://doi.org/10.1073/pnas.0606291103

Hossain, A., Masum, A. A., Saadi, S., Benkraiem, R., & Das, N. (2023). Firm‐level climate change risk and CEO equity incentives. British Journal of Management, 34(3), 1387–1419. https://doi.org/10.1111/1467-8551.12652

House, K. (2008). Will desperate climates call for desperate geoengineering measures? Physics Today, 61(8), 26–28. https://doi.org/10.1063/1.2970206

Korppoo, A. (2022). Russian discourses on benefits and threats from international climate diplomacy. Climatic Change, 170(3–4), 25. https://doi.org/10.1007/s10584-021-03299-3

Lai, Y. B. (2007). The optimal distribution of pollution rights in the presence of political distortions. Environmental Resource Economics, 36(3), 367–388. https://doi.org/10.1007/s10640-006-9020-4

Lee, H., Romeo, J., & The core writing team (Eds.) (2023). Climate change 2023: Synthesis report, summary for policymakers. Intergovernmental Panel on Climate Change. https://www.ipcc.ch/report/ar6/syr/downloads/report/IPCC_AR6_SYR_SPM.pdf

Li, B., Du, Y., & Chen, G. (2023). The effects of carbon trading on resident income: a theoretical and empirical study on the pilot carbon market in China. Environmental Science and Pollution Research, 30(59), 123843–123861. https://doi.org/10.1007/s11356-023-30903-z

Liao, Z., Zhu, X., & Shi, J. (2015). Case study on initial allocation of Shanghai carbon emission trading based on Shapley value. Journal of Cleaner Production, 103, 338–344. https://doi.org/10.1016/j.jclepro.2014.06.045

Milliman, S. R., & Prince, R. (1989). Firm incentives to promote technological change in pollution control. Journal of Environmental economics and Management, 17(3), 247–265. https://doi.org/10.1016/0095-0696(89)90019-3

Montgomery, W. D. (1972). Markets in licenses and efficient pollution control programs. Journal of Economic Theory and Econometrics, 5(3), 395–418. https://doi.org/10.1016/0022-0531(72)90049-X

Oke, A. E., Oyediran, A. O., Koriko, G., & Tang, L. M. (2024). Carbon trading practices adoption for sustainable construction: A study of the barriers in a developing country. Sustainable Development, 32(1), 1120–1136. https://doi.org/10.1002/sd.2719

Pachauri, R. K., Meyer, L., & The core writing team (Eds.) (2014). Climate change 2014: Synthetic report. Intergovernmental Panel on Climate Change. https://www.ipcc.ch/site/assets/uploads/2018/02/SYR_AR5_FINAL_full.pdf

Pan, X., Teng, F., & Wang, G. (2014). Sharing emission space at an equitable basis: allocation scheme based on the equal cumulative emission per capita principle. Applied Energy, 113, 1810–1818. https://doi.org/10.1016/j.apenergy.2013.07.021

Parhamfar, M., Sadeghkhani, I., & Adeli, A. M. (2024). Towards the net zero carbon future: A review of blockchain‐enabled peer‐to‐peer carbon trading. Energy Science & Engineering, 12(3), 1242–1264. https://doi.org/10.1002/ese3.1697

Park, J. W. (2020). Reducing the global emissions of carbon fairly. Cornell University.

Park, J. W., Kim, C. U., & Isard, W. (2012). Permit allocation in emissions trading using the Boltzmann distribution. Physica A: Statistical Mechanics and its Applications, 391(20), 4883–4890. https://doi.org/10.1016/j.physa.2012.05.052

Park, J. W., & Kim, C. U. (2021). Getting to a feasible income equality. PloS one, 16(3), Article e0249204. https://doi.org/10.1371/journal.pone.0249204

Park, J. W., Kim, J. U., Ghim, C.-M., & Kim, C. U. (2022). The Boltzmann fair division for distributive justice. Scientific Reports, 12(1), Article 16179. https://doi.org/10.1038/s41598-022-19792-3

Pigou, A. C. (2013). The economics of welfare. Palgrave Macmillan.

Randalls, S. (2010). History of the 2 C climate target. Wiley Interdisciplinary Reviews: Climate Change, 1(4), 598–605. https://doi.org/10.1002/wcc.62

Ringius, L., Torvanger, A., & Underdal, A. (2002). Burden sharing and fairness principles in international climate policy. International Environmental Agreements, 2(1), 1–22. https://doi.org/10.1023/A:1015041613785

Rose, A., & Stevens, B. (1993). The efficiency and equity of marketable permits for CO2 emissions. Resource Energy economics, 15(1), 117–146. https://doi.org/10.1016/0928-7655(93)90021-L

Rose, A., Stevens, B., Edmonds, J., & Wise, M. (1998). International equity and differentiation in global warming policy. Environmental Resource Economics, 12(1), 25–51. https://doi.org/10.1023/A:1008262407777

Schiermeier, Q. (2012). The Kyoto Protocol: Hot air. Nature, 491(7426), 656. https://www.nature.com/articles/491656a

Solomon, S., Plattner, G.-K., Knutti, R., & Friedlingstein, P. (2009). Irreversible climate change due to carbon dioxide emissions. Proceedings of the national academy of sciences, 106(6), 1704–1709. https://doi.org/10.1073/pnas.0812721106

Soltau, F. (2009). Fairness in international climate change law and policy. Cambridge University Press.

Sorrell, S., & Skea, J. (1999). Pollution for sale: Emissions trading and joint implementation. Edward Elgar.

Springer, U. (2003). The market for tradable GHG permits under the Kyoto Protocol: A survey of model studies. Energy Economics, 25(5), 527–551. https://doi.org/10.1016/S0140-9883(02)00103-2

Stern, N. (2007). The economics of climate change: The Stern review. Cambridge University Press.

Sun, J., Wu, J., Liang, L., Zhong, R. Y., & Huang, G. Q. (2014). Allocation of emission permits using DEA: Centralised and individual points of view. International Journal of Production Research, 52(2), 419–435. https://doi.org/10.1080/00207543.2013.829592

Tan, W., Xu, W., Yu, G., Jiang, C., Xiong, F., Lei, L., & Yan, Z. (2017). Initial allocation of carbon emission permits in power systems. Journal of Modern Power Systems Clean Energy, 5(2), 239–247. https://doi.org/10.1007/s40565-016-0194-7

Tang, Y. E., Fan, R., Cai, A. Z., Wang, L. Y., Lin, R. M., Meng, X. Z., Chen, L., & Guo, R. (2023). Rethinking personal carbon trading (PCT) mechanism: A comprehensive review. Journal of Environmental Management, 344, Article 118478. https://doi.org/10.1016/j.jenvman.2023.118478

Tietenberg, T. H. (2006). Emissions trading: principles and practice. Resources for the Future.

Victor, D. G. (2001). The collapse of the Kyoto Protocol and the struggle to slow global warming. Princeton University Press.

Xu, X., Huo, H., Liu, J., Shan, Y., Li, Y., Zheng, H., Guan, D., & Ouyang, Z. (2018). Patterns of CO2 emissions in 18 central Chinese cities from 2000 to 2014. Journal of Cleaner Production, 172, 529–540. https://doi.org/10.1016/j.jclepro.2017.10.136

Yakovenko, V. M., & Rosser Jr, J. B. (2009). Colloquium: Statistical mechanics of money, wealth, and income. Reviews of modern physics, 81(4), Article 1703.

Yu, S., Wei, Y. M., & Wang, K. (2014). Provincial allocation of carbon emission reduction targets in China: An approach based on improved fuzzy cluster and Shapley value decomposition. Energy policy, 66, 630–644. https://doi.org/10.1016/j.enpol.2013.11.025

Zhang, Y. J., Wang, A.-D., & Da, Y.-B. (2014). Regional allocation of carbon emission quotas in China: Evidence from the Shapley value method. Energy Policy, 74, 454–464. https://doi.org/10.1016/j.enpol.2014.08.006

Zhou, P., Sun, Z. R., & Zhou, D. Q. (2014). Optimal path for controlling CO2 emissions in China: A perspective of efficiency analysis. Energy Economics, 45, 99–110. https://doi.org/10.1016/j.eneco.2014.06.019

Zhou, P., & Wang, M. (2016). Carbon dioxide emissions allocation: A review. Ecological Economics, 125, 47–59. https://doi.org/10.1016/j.ecolecon.2016.03.001

Zhou, P., Zhang, L., Zhou, D. Q., & Xia, W. J. (2013). Modeling economic performance of interprovincial CO2 emission reduction quota trading in China. Applied Energy, 112, 1518–1528. https://doi.org/10.1016/j.apenergy.2013.04.013