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Modeling climate change feedbacks and adaptation responses: recent approaches and shortcomings

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Abstract

This paper offers a critical review of modeling practice in the field of integrated assessment of climate change and ways forward. Past efforts in integrated assessment have concentrated on developing baseline trajectories of emissions and mitigation scenario analyses. A key missing component in Integrated Assessment Models (IAMs) is the representation of climate impacts and adaptation responses. In this paper, we identify key biases that are introduced when climate impacts and adaptation responses are omitted from the analysis and review the state of modeling studies that attempt to capture these feedbacks. A common problem in these IAM studies is the lack of connection with empirical studies. We therefore also review the state of the empirical work on climate impacts and identify ways that this connection could be improved.

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Notes

  1. See Agrawala et al. (2011) for a comparison of the two studies.

  2. Agriculture, sea-level rise, other market sectors, health, non-market amenity impacts, human settlements and ecosystems, extreme events and catastrophes.

  3. See Agrawala et al. (2011) for a comparison of how damages were represented in the two models.

  4. E.g., the ADAGE model (Ross 2007), which divides the U.S. economy into 9 regions, runs only to 2050. IGEM (Jorgenson and Wilcoxen 1993; Jorgenson et al. 2004) runs out to 2100 but models the U.S. as a single region with sectoral detail.

  5. Agriculture, forestry, water resources, energy consumption, sea level rise, ecosystems, human health (morbidity and mortality from diarrheal disease, vector-borne diseases, heat stress), and tropical cyclones.

References

  • Adams DM, Alig RJ, Callaway JM, McCarl BA, Winnett SM (1996) The forest and agricultural sector optimization model (FASOM): Model structure and policy applications, USDA Forest Service Pacific Northwest Research Station Research Paper No. PNW-RP-495

  • Agrawala S, Bosello F, Carraro C, de Bruin K, De Cian E, Dellink R, Lanzi E (2011) Plan or react?: analysis of adaptation costs and benefits using integrated assessment models. Climate Chang Econ 2(3):175–208

    Article  Google Scholar 

  • Agrawala S, Fankhauser S (2008) Economic aspects of adaptation to climate change. OECD, Paris

    Google Scholar 

  • Anthoff D and Tol RSJ (2008) The climate framework for uncertainty, negotiation and distribution (FUND): technical description, version 3.3, Technical Report

  • Anthoff D, Rose S, Tol RSJ and Waldhoff S (2011) Regional and Sectoral Estimates of the Social Cost of Carbon: An Application of FUND, ESRI Working Paper No. 375

  • Aroonruengsawat A, Auffhammer M (2011) Impacts of climate change on residential electricity consumption: evidence from billing data. In: Libecap G, Steckel RH (eds) The economics of climate change: adaptations past and present. University of Chicago Press, Chicago

    Google Scholar 

  • Atwood JD, McCarl BA, Chen CC, Eddleman BR, Srinivasan R, Nayda WI (2000) Assessing regional impacts of change: linking economic and environmental models. Agric Syst 63:147–159

    Article  Google Scholar 

  • Barreca A (2012) Climate Change, Humidity, and Mortality in the United States. J Environ Econ Manag 63(1):19–34

    Google Scholar 

  • Berrittella M, Bigano A, Roson R, Tol RSJ (2006) A general equilibrium analysis of climate change impacts on tourism. Tour Manag 27(5):913–924

    Article  Google Scholar 

  • Bigano A, Hamilton JM, Tol RSJ (2007) The impact of climate change on domestic and international tourism: a simulation study. Integr Assess J 7:25–29

    Google Scholar 

  • Bigano A, Bosello F, Roson R, Tol R (2008) Economy-wide impacts of climate change: a joint analysis for sea level rise and tourism. Mitig Adapt Strateg Glob Chang 13:765–791

    Article  Google Scholar 

  • Block P, Strzepek K, Rosegrant M, Diao X (2008) Impacts of considering climate variability on investment decisions in Ethiopia. Agric Econ 39(2):171–181

    Article  Google Scholar 

  • Bosello F, Carraro C, De Cian E (2011) Adaptation can help mitigation: an integrated approach to post-2012 climate policy. Climate change and sustainable development series, paper no. 2011.069. Fondazione Eni Enrico Mattei, Venice

    Google Scholar 

  • Bosello F, Carraro C, De Cian E (2010a) An analysis of adaptation as a response to climate change. In: Lomborg B (ed) Smart solutions to climate change. Cambridge University Press, Cambridge

    Google Scholar 

  • Bosello F, Carraro C and De Cian E (2010b) Climate Policy and the Optimal Balance between Mitigation, Adaptation and Unavoided Damage. Clim Chang Econ 1(2):71–92

  • Bosello F, De Cian E and Roson R (2007a) Climate Change, Energy Demand and Market Power in a General Equilibrium Model of the World Economy, FEEM working paper No. 71.2007

  • Bosello F, Roson R, Tol RSJ (2006) Economy wide estimates of the implications of climate change: human health. Ecol Econ 58:579–591

    Article  Google Scholar 

  • Bosello F, Roson R, Tol RSJ (2007b) Economy wide estimates of the implications of climate change: sea-level rise. Environ Resour Econ 37:549–571

    Article  Google Scholar 

  • Bosello F, Zhang J (2006) Gli effetti del cambiamento climatico in agricoltura. Questione Agraria 1–2006:97–124

    Google Scholar 

  • Butt TA, McCarl BA, Kergna AO (2006) Policies for reducing agricultural sector vulnerability to climate change in Mali. Climat Pol 5:583–598

    Google Scholar 

  • Capros P, Georgakopoulos T, Van Regemorter D, Proost S, Schmidt TFN, Conrad K (1997) European Union: the GEM-E3 general equilibrium model. Econ Fin Model 4:51–160

    Google Scholar 

  • Ciscar JC, Iglesias A, Feyen L, Szabó L, Van Regemorter D, Amelunge B, Nicholls R, Watkiss P, Christensen OB, Dankers R, Garrote L, Goodess CM, Hunt A, Moreno A, Richards J, Soria A (2011) Physical and economic consequences of climate change in Europe. Proc Natl Acad Sci 108:2678–2683

    Article  Google Scholar 

  • Darwin R, Tsigas M, Lewabdrowski J, Raneses A (1995) World agriculture and climate change. Agricultural economic report No. 703. US Department of Agriculture, Economic Research Service, Washington, DC

    Google Scholar 

  • Darwin RF (1999) A FARMer’s view of the ricardian approach to measuring effects of climatic change on agriculture. Clim Chang 41(3–4):371–411

    Article  Google Scholar 

  • Darwin RF, Tol RSJ (2001) Estimates of the economic effects of sea level rise. Environ Resour Econ 19:113–129

    Article  Google Scholar 

  • De Bruin KC, Dellink RB, Tol RSJ (2009) AD-DICE: an implementation of adaptation in the DICE model. Clim Chang 95:63–81

    Article  Google Scholar 

  • De Cian E, Lanzi E and Roson R (2012) Seasonal temperature variations and energy demand. A panel cointegration analysis for climate change impact assessment, Clim Chang 114(1):39–57

    Google Scholar 

  • Deke O, Hooss KG, Kasten C, Klepper G, Springer K (2001) Economic impact of climate change: simulations with a regionalized climate-economy model. Kiel Institute of World Economics, Kiel, 1065

    Google Scholar 

  • Dell M, Jones BF and Olken BA (2008) Climate Shocks and Economic Growth: Evidence from the Last Half Century, NBER Working Paper No. 14132

  • Dell M, Jones BF, Olken BA (2009) Temperature and income: reconciling new cross sectional and panel estimates. Am Econ Rev Pap Proc 99:198–204

    Article  Google Scholar 

  • Deschenes O, Greenstone M, Guryan J (2009) Climate change and birth weight. Am Econ Rev Pap Proc 99:211–217

    Article  Google Scholar 

  • Deschenes O, Moretti E (2009) Extreme weather events, mortality and migration. Rev Econ Stat 91:659–681

    Article  Google Scholar 

  • Deschenes O and Greenstone M (2011) Climate Change, Mortality, and Adaptation: Evidence from Annual Fluctuations in Weather in the U.S. Am Econ J Appl Econ 3(4):152–185

    Google Scholar 

  • Eboli F, Parrado R, Roson R (2010) Climate-change feedback on economic growth: explorations with a dynamic general equilibrium model. Environ Dev Econ 15(5):515–533

    Article  Google Scholar 

  • Graff Zivin J and Neidell M (2010) Temperature and the Allocation of Time: Implications for Climate Change, NBER Working Paper No. w15717

  • Hope C (2006) The marginal impact of CO2 from PAGE2002: an integrated assessment model incorporating the IPCC’s five reasons for concern. Integr Assess 6:19–56

    Google Scholar 

  • Hsiang SM (2010) Temperatures and cyclones strongly associated with economic production in the Caribbean and Central America. Proc Natl Acad Sci 107:15367–15372

    Article  Google Scholar 

  • Hsiang SM, Meng KC, Cane MA (2011) Civil conflicts are associated with the global climate. Nature 476:438–441

    Article  Google Scholar 

  • Jones BF, Olken BA (2010) Climate shocks and exports. Am Econ Rev Pap Proc 100:454–459

    Article  Google Scholar 

  • Jorgenson DW, Wilcoxen PJ (1993) Reducing US carbon emissions: an econometric general equilibrium assessment. Resour Energy Econ 15:7–26

    Article  Google Scholar 

  • Jorgenson DW, Goettle RJ, Hurd BH, Smith JB, Chestnut LG, Mills DM (2004) U.S. market consequences of global climate change. Pew Center on Global Climate Change, Washington, DC

    Google Scholar 

  • Klepper G, Peterson S and Springer K (2003) DART97: A Description of the Multi-regional, Multi-sectoral Trade Model for the Analysis of Climate Policies, Kiel Institute for the World Economy Working Paper No. 1149

  • Lau MI, Pahlke A, Rutherford TF (2002) Modelling economic adjustment: a primer in dynamic general equilibrium analysis. J Econ Dyn Control 26:577–609

    Article  Google Scholar 

  • Link PM, Tol RSJ (2004) Possible economic impacts of a shutdown of the thermohaline circulation: an application of FUND. Port Econ J 3:99–114

    Article  Google Scholar 

  • Lise W, Tol RSJ (2002) The impact of climate on tourism demand. Clim Chang 55:429–449

    Article  Google Scholar 

  • Lobell DB, Schlenker W, Costa-Roberts J (2011) Climate trends and global crop production since 1980. Science 333:616–620

    Article  Google Scholar 

  • Mansur E, Mendelsohn R, Morrison W (2008) Climate change adaptation: a study of fuel choice and consumption in the US energy sector. J Environ Econ Manag 55:175–193

    Google Scholar 

  • Massetti E and Mendelsohn R (2011) Estimating Ricardian Models With Panel Data, NBER Working Paper No. 17101

  • McCarl BA, Chang CC, Atwood JD, Nayda WI (1998) Documentation of ASM: the U.S. Agricultural sector model (technical paper). Texas A&M University, Department of Agricultural Economics, TX

    Google Scholar 

  • McCarl BA, Adams DM, Alig RJ, Burton D, Chen CC (2000) Effects of global climate change on the US forest sector: response functions derived from a dynamic resource and market simulator. Clim Res 15:195–205

    Article  Google Scholar 

  • Mendelsohn R, Nordhaus W, Shaw D (1994) The impact of global warming on agriculture: a ricardian analysis. Am Econ Rev 84:753–771

    Google Scholar 

  • Murphy A and Strobl E (2010) The impact of hurricanes on housing prices: evidence from U.S. coastal cities, Federal Reserve Bank of Dallas Working Paper No. 1009

  • Narita D, Tol RSJ, Anthoff D (2010) Economic costs of extratropical storms under climate change: an application of FUND. J Environ Plan Manag 53(3):371–384

    Article  Google Scholar 

  • Nelson GC, Rosegrant MW, Palazzo A, Gray I, Ingersoll C, Robertson R, Tokgoz S, Zhu T, Sulser TB, Ringler C, Msangi S, You L (2010) Food security, farming, and climate change to 2050: Scenarios, results, policy options. International Food Policy Research Institute Research Monograph, Washington, DC

    Google Scholar 

  • Nordhaus WD (1994) Managing the Global Commons: The Economics of Climate Change. MIT Press, Cambridge, MA

  • Nordhaus WD (2009). A Question of Balance: Economic Modeling of Global Warming. Yale University Press, New Haven, CT

  • Nordhaus WD (2010) Economic aspects of global warming in a post-Copenhagen environment. Proc Natl Acad Sci 107:11721–11726

    Article  Google Scholar 

  • Nordhaus WD, Yang Z (1996) A regional dynamic general-equilibrium model of alternative climate-change strategies. Am Econ Rev 86:741–765

    Google Scholar 

  • Nordhaus WD, Boyer J (2000) Warming the world: economic models of global warming. MIT Press, Cambridge

    Google Scholar 

  • Plambeck EL, Hope C, Anderson J (2007) The Page95 model: integrating the science and economics of global warming. Energy Econ 19:77–101

    Article  Google Scholar 

  • Rosegrant MW, Ringler C, Msangi S, Sulser TB, Zhu T, Cline SA (2008) International model for policy analysis of agricultural commodities and trade (IMPACT), technical paper. International Food Policy Research Institute, Washington, DC

    Google Scholar 

  • Roson R (2003) Modelling the economic impact of climate change, EEE programme working papers series. International Centre for Theoretical Physics “Abdus Salam”, Trieste, Italy

    Google Scholar 

  • Ross MT (2007) Documentation of the Applied Dynamic Analysis of the Global Economy (ADAGE) Model, Research Triangle Institute Working Paper 07–02

  • Schlenker W, Hanemann WM, Fisher AC (2006) The impact of global warming on U.S. Agriculture: an econometric analysis of optimal growing conditions. Rev Econ Stat 88:113–125

    Google Scholar 

  • Schlenker W, Roberts M (2008) Nonlinear effects of weather on corn yields. Rev Agric Econ 28:391–398

    Article  Google Scholar 

  • Sohngen B, Mendelsohn R, Sedjo R (2001) A global model of climate change impacts on timber markets. J Agric Resour Econ 26(2):326–343

    Google Scholar 

  • Strobl E (2008) The Economic Growth Impact of Hurricanes: Evidence from US Coastal Counties, IZA Discussion Paper No. 3619

  • Strobl E (2009) The Macroeconomic Impact Of Natural Disasters In Developing Countries: Evidence From Hurricane Strikes in the Central American And Caribbean Region, Proceedings of the 2009 German Development Economics Conference, No. 35

  • Strobl E, Walsh F (2008) The Re-building effect of hurricanes: evidence from employment in the US construction industry. AccessEcon Econ Bull 29:3059–3066

    Google Scholar 

  • Sue Wing I, Fisher-Vanden K (2012) Confronting the Challenge of Integrated Assessment of Climate Adaptation: A Conceptual Framework. Climatic Change doi:10.1007/s10584-012-0651-x

  • Tol RSJ (1995) The damage costs of climate change toward more comprehensive calculations. Environ Resour Econ 5:353–374

    Article  Google Scholar 

  • Tol RSJ, Van der Burg T, Jansen HMA, Verbruggen H (1995) The climate fund – some notions on the socio-economic impacts of greenhouse gas emissions and emission reduction in an international context. Institute for Environmental Studies, Vrije Universiteit, Amsterdam

    Google Scholar 

  • Tol RSJ (2007) The double trade-Off between adaptation and mitigation for sea level rise: an application of FUND. Mitig Adapt Strateg Glob Chang 12:741–753

    Article  Google Scholar 

  • Tol RSJ (2008) Climate, development and malaria: an application of FUND. Clim Chang 88:21–34

    Article  Google Scholar 

  • Turner MA, Rosenthal JS, Chen J and Hao C (2010) Adaptation to climate change: Evidence from 18th and 19th century Iceland, Am Econ Rev 102(3):250–55

  • UNFCCC (2007) Climate change: impacts, vulnerabilities, and adaptation in developing countries. UNFCCC, Bonn

    Google Scholar 

  • World Bank (2010) The costs to developing countries of adapting to climate change, the global report of the economics of adaptation to climate change study. World Bank, Washington, DC

    Google Scholar 

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Correspondence to Karen Fisher-Vanden.

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This article is part of a Special Issue on “Improving the Assessment and Valuation of Climate Change Impacts for Policy and Regulatory Analysis” edited by Alex L. Marten, Kate C. Shouse, and Robert E. Kopp.

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Fisher-Vanden, K., Sue Wing, I., Lanzi, E. et al. Modeling climate change feedbacks and adaptation responses: recent approaches and shortcomings. Climatic Change 117, 481–495 (2013). https://doi.org/10.1007/s10584-012-0644-9

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