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Study on the Functional Improvement of Economic Damage Assessment for the Integrated Assessment Model

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  • Changxin Liu

    (Institutes of Science and Development, Chinese Academy of Sciences, Beijing 100190, China)

  • Hailing Zhang

    (State Key Joint Laboratory of Environment Simulation and Pollution Control (SKLESPC), and School of Environment, Tsinghua University, Beijing 100084, China)

  • Zheng Wang

    (Institutes of Science and Development, Chinese Academy of Sciences, Beijing 100190, China)

Abstract

The economic damage function of the integrated assessment model (IAM) is used to quantify the economic loss caused by climate change, and it is quite important for coupling the economic system and natural system in a model. However, there are many shortcomings of the damage function in the current IAM. The most important shortcoming is that the only climatic factor in the damage function is the global annual mean temperature rise, which would result in the estimation deviating from reality. We improved the damage function by introducing extreme climate change events. Additionally, the improved damage function is applicable to the regional characteristics by using regional climate change data. The extreme climate event information is extracted with the categories of the disasters. The damage function is set up by using the Ordinary Least Square (OLS) method based on the climate data and economic loss data. The results show that the improved IAM damage function can better reflect the actual climate change economic loss in China, making it more reasonable. This paper provides an important method and technical solution for the realization of an effective connection between the disaster damage function of the integrated assessment model and the climate elements of the Earth system model.

Suggested Citation

  • Changxin Liu & Hailing Zhang & Zheng Wang, 2019. "Study on the Functional Improvement of Economic Damage Assessment for the Integrated Assessment Model," Sustainability, MDPI, vol. 11(5), pages 1-18, February.
  • Handle: RePEc:gam:jsusta:v:11:y:2019:i:5:p:1280-:d:209876
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    References listed on IDEAS

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    1. Anthoff, David & Rose, Steven & Tol, Richard S. J. & Waldhoff, Stephanie, 2011. "Regional and sectoral estimates of the social cost of carbon: An application of FUND," Economics Discussion Papers 2011-18, Kiel Institute for the World Economy (IfW Kiel).
    2. S Fankhauser, 1995. "Protection versus Retreat: The Economic Costs of Sea-Level Rise," Environment and Planning A, , vol. 27(2), pages 299-319, February.
    3. Nordhaus, William D, 1991. "To Slow or Not to Slow: The Economics of the Greenhouse Effect," Economic Journal, Royal Economic Society, vol. 101(407), pages 920-937, July.
    4. Nordhaus, William D & Yang, Zili, 1996. "A Regional Dynamic General-Equilibrium Model of Alternative Climate-Change Strategies," American Economic Review, American Economic Association, vol. 86(4), pages 741-765, September.
    5. Wouter Botzen, W.J. & van den Bergh, Jeroen C.J.M., 2012. "How sensitive is Nordhaus to Weitzman? Climate policy in DICE with an alternative damage function," Economics Letters, Elsevier, vol. 117(1), pages 372-374.
    6. Richard L. Revesz & Peter H. Howard & Kenneth Arrow & Lawrence H. Goulder & Robert E. Kopp & Michael A. Livermore & Michael Oppenheimer & Thomas Sterner, 2014. "Global warming: Improve economic models of climate change," Nature, Nature, vol. 508(7495), pages 173-175, April.
    7. Stephen C Peck & Thomas J. Teisberg, 1992. "CETA: A Model for Carbon Emissions Trajectory Assessment," The Energy Journal, International Association for Energy Economics, vol. 0(Number 1), pages 55-78.
    8. Richard S.J. Tol, 2011. "The Social Cost of Carbon," Annual Review of Resource Economics, Annual Reviews, vol. 3(1), pages 419-443, October.
    9. Maddison, David, 2003. "The amenity value of the climate: the household production function approach," Resource and Energy Economics, Elsevier, vol. 25(2), pages 155-175, May.
    10. Richard S.J. Tol, 2006. "Multi-Gas Emission Reduction for Climate Change Policy: An Application of Fund," The Energy Journal, International Association for Energy Economics, vol. 0(Special I), pages 235-250.
    11. Richard Tol, 2002. "Estimates of the Damage Costs of Climate Change. Part 1: Benchmark Estimates," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 21(1), pages 47-73, January.
    12. Richard Tol, 2002. "Estimates of the Damage Costs of Climate Change, Part II. Dynamic Estimates," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 21(2), pages 135-160, February.
    13. Marshall Burke & W. Matthew Davis & Noah S. Diffenbaugh, 2018. "Large potential reduction in economic damages under UN mitigation targets," Nature, Nature, vol. 557(7706), pages 549-553, May.
    14. Richard Tol, 2012. "On the Uncertainty About the Total Economic Impact of Climate Change," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 53(1), pages 97-116, September.
    15. Hope, Chris & Anderson, John & Wenman, Paul, 1993. "Policy analysis of the greenhouse effect : An application of the PAGE model," Energy Policy, Elsevier, vol. 21(3), pages 327-338, March.
    16. Ackerman, Frank & Munitz, Charles, 2012. "Climate damages in the FUND model: A disaggregated analysis," Ecological Economics, Elsevier, vol. 77(C), pages 219-224.
    17. William D. Nordhaus, 1992. "The 'DICE' Model: Background and Structure of a Dynamic Integrated Climate-Economy Model of the Economics of Global Warming," Cowles Foundation Discussion Papers 1009, Cowles Foundation for Research in Economics, Yale University.
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    Cited by:

    1. Zhang, Hailing & Liu, Changxin & Wang, Can, 2021. "Extreme climate events and economic impacts in China: A CGE analysis with a new damage function in IAM," Technological Forecasting and Social Change, Elsevier, vol. 169(C).

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