Integrated Economic and Climate Modeling

This survey examines the history and current practice in integrated assessment models (IAMs) of the economics of climate change. It begins with a review of the emerging problem of climate change. The next section provides a brief sketch of the rise of IAMs in the 1970s and beyond. The subsequent section is an extended exposition of one IAM, the DICE/RICE family of models. The purpose of this description is to provide readers an example of how such a model is developed and what the major components are. The final section discusses major important open questions that continue to occupy IAM modelers. These involve issues such as the discount rate, uncertainty, the social cost of carbon, the potential for catastrophic climate change, algorithms, and fat-tailed distributions. These issues are ones that pose both deep intellectual challenges as well as important policy implications for climate change and climate-change policy.

[1]  A. Manne,et al.  U.S. Rejection of the Kyoto Protocol: The Impact on Compliance Costs and Co2 Emissions , 2001 .

[2]  Mort Webster,et al.  The Curious Role of “ Learning ” in Climate Policy : Should We Wait for More Data ? , 2000 .

[3]  H. Folmer,et al.  The International Yearbook of Environmental And Resource Economics 2006/2007: A Survey of Current Issues , 2006 .

[4]  David Cass,et al.  Optimum Growth in an Aggregative Model of Capital Accumulation , 1965 .

[5]  P. Bosch,et al.  Options for Mitigating Climate Change Results of Working Group III of the Fourth Assessment Report of the IPCC , 2011 .

[6]  P. Samuelson The Pure Theory of Public Expanditure , 1954 .

[7]  Tjalling C. Koopmans Appendix to 'On the Concept of Optimal Economic Growth' , 1963 .

[8]  Stephen C. Peck,et al.  Global warming uncertainties and the value of information: an analysis using CETA , 1993 .

[9]  Zong-ci Zhao,et al.  Climate change 2001, the scientific basis, chap. 8: model evaluation. Contribution of Working Group I to the Third Assessment Report of the Intergovernmental Panel on Climate Change IPCC , 2001 .

[10]  William D. Nordhaus,et al.  What is the value of scientific knowledge , 1997 .

[11]  William D. Nordhaus,et al.  The efficient use of energy resources , 1979 .

[12]  A. Manne ETA: A MODEL FOR ENERGY TECHNOLOGY ASSESSMENT , 1976 .

[13]  S. Barrett Self-enforcing international environmental agreements , 1994 .

[14]  D. Jorgenson The Rate and Direction of Inventive Activity. , 1963 .

[15]  Charles D. Kolstad,et al.  Learning and Stock Effects in Environmental Regulation: The Case of Greenhouse Gas Emissions , 1996 .

[16]  Chris Hope,et al.  The marginal impact of CO2 from PAGE2002: An integrated assessment model incorporating the IPCC's five reasons for concern , 2006 .

[17]  William D. Nordhaus,et al.  A Regional Dynamic General-Equilibrium Model of Alternative Climate-Change Strategies , 1996 .

[18]  Larry G. Epstein,et al.  Substitution, Risk Aversion, and the Temporal Behavior of Consumption and Asset Returns: A Theoretical Framework , 1989 .

[19]  Alexei G. Sankovski,et al.  Special report on emissions scenarios : a special report of Working group III of the Intergovernmental Panel on Climate Change , 2000 .

[20]  Louis E. Yelle THE LEARNING CURVE: HISTORICAL REVIEW AND COMPREHENSIVE SURVEY , 1979 .

[21]  Technical Systems The National Energy Modeling System , 1992 .

[22]  Ronald Lee,et al.  The Outlook for Population Growth , 2011, Science.

[23]  L. Clarke,et al.  Introduction to the EMF 22 special issue on climate change control scenarios , 2009 .

[24]  Reuben G. Gustavson,et al.  Resources for the Future, Annual Report , 1959 .

[25]  Valentina Bosetti,et al.  Climate Change Mitigation Strategies in Fast-Growing Countries: The Benefits of Early Action , 2009, SSRN Electronic Journal.

[26]  D. Pearce,et al.  Long term projections of carbon emissions , 2007 .

[27]  A. Manne,et al.  US rejection of the Kyoto Protocol: the impact on compliance costs and CO2 emissions , 2004 .

[28]  William D. Nordhaus,et al.  The Economics of Tail Events with an Application to Climate Change , 2011, Review of Environmental Economics and Policy.

[29]  A. Manne,et al.  Buying greenhouse insurance: The economics costs of carbon dioxide emission limits , 1992 .

[30]  W. Oakland Theory of public goods , 1987 .

[31]  Harold Hotelling The economics of exhaustible resources , 1991 .

[32]  William D. Nordhaus,et al.  Modeling Induced Innovation in Climate Change Policy , 2002 .

[33]  William D. Nordhaus,et al.  Alternative measures of output in global economic-environmental models: Purchasing power parity or market exchange rates? , 2007 .

[34]  Joeri Rogelj,et al.  Copenhagen Accord pledges are paltry , 2010, Nature.

[35]  Christos H. Papadimitriou,et al.  On the Complexity of the Parity Argument and Other Inefficient Proofs of Existence , 1994, J. Comput. Syst. Sci..

[36]  Alan S. Manne,et al.  Merge: An Integrated Assessment Model for Global Climate Change , 2005 .

[37]  M. G. Morgan,et al.  Integrated assessment of climate change. , 1993, Science.

[38]  N. Stern The Economics of Climate Change: Implications of Climate Change for Development , 2007 .

[39]  Great Britain. Foreign,et al.  United Nations Framework Convention on Climate Change , 2019, The ‘Earth Summit’ Agreements: A Guide and Assessment.

[40]  Alan S. Manne,et al.  Product-Mix Alternatives: Flood Control, Electric Power, and Irrigation , 1962 .

[41]  J. Weyant,et al.  Discounting and Intergenerational Equity , 1999 .

[42]  William D. Nordhaus,et al.  Toward a New Iron Age? Quantitative Modeling of Resource Exhaustion by Robert B. Gordon, et al (review) , 1987, Technology and Culture.

[43]  Tjalling C. Koopmans,et al.  On the concept of optimal economic growth , 1963 .

[44]  D. Pearce The Social Cost of Carbon and its Policy Implications , 2003 .

[45]  W. Nordhaus Economic Growth and Climate: The Carbon Dioxide Problem , 1976 .

[46]  W. Cline Economics of Global Warming, The , 1992 .

[47]  R. Tol The Economic Effects of Climate Change , 2009 .

[48]  Parkash Chander,et al.  A core-theoretic solution for the design of cooperative agreements on transfrontier pollution , 1995 .

[49]  Pushpam Kumar Agriculture (Chapter8) in IPCC, 2007: Climate change 2007: Mitigation of Climate Change. Contribution of Working Group III to the Fourth assessment Report of the Intergovernmental Panel on Climate Change , 2007 .

[50]  William D. Nordhaus,et al.  Economic aspects of global warming in a post-Copenhagen environment , 2010, Proceedings of the National Academy of Sciences.

[51]  Frank Ackerman,et al.  Fat tails, exponents, extreme uncertainty: Simulating catastrophe in DICE , 2010 .

[52]  A. S. Manne On the Formulation and Solution of Economic Equilibrium Models , 1985 .

[53]  Stephen C. Peck,et al.  Co2 Concentration Limits, the Costs and Benefits of Control, and the Potential for International Agreement , 1998 .

[54]  W. Nordhaus A Question of Balance: Weighing the Options on Global Warming Policies , 2008 .

[55]  R. Mehra Handbook of the Equity Risk Premium , 2008 .

[56]  J. Bruce,et al.  Climate change, 1995 : economic and social dimensions of climate change , 1997 .

[57]  M. Cropper Regulating activities with catastrophic environmental effects , 1976 .

[58]  Alexei G. Sankovski,et al.  Special report on emissions scenarios , 2000 .

[59]  R. Tol The Social Cost of Carbon: Trends, Outliers and Catastrophes , 2008 .

[60]  J. Hansen,et al.  Global temperature change , 2006, Proceedings of the National Academy of Sciences.

[61]  W. Nordhaus The "Stern Review" on the Economics of Climate Change , 2006 .

[62]  Alan S. Manne,et al.  Global CO2 Emission Reductions -the Impacts of Rising Energy Costs* , 1991 .

[63]  Environmental Policy Making in Economies with Prior Tax Distortions , 2002 .

[64]  T. Rutherford Extension of GAMS for complementarity problems arising in applied economic analysis , 1995 .

[65]  R. Leach The learning curve , 1992 .

[66]  K. Shine,et al.  Intergovernmental panel on climate change , 1996, Environmental science and pollution research international.

[67]  William D. Nordhaus,et al.  A Review of the Stern Review on the Economics of Climate Change , 2007 .

[68]  M. Weitzman,et al.  On Modeling and Interpreting the Economics of Catastrophic Climate Change , 2009, The Review of Economics and Statistics.

[69]  W. Nordhaus Managing the Global Commons: The Economics of Climate Change , 1994 .

[70]  Elizabeth Kopits,et al.  Estimating the Social Cost of Carbon for Use in U.S. Federal Rulemakings: A Summary and Interpretation , 2011 .

[71]  A. Manne Waiting for the breeder , 1974 .

[72]  J. Nash Equilibrium Points in N-Person Games. , 1950, Proceedings of the National Academy of Sciences of the United States of America.

[73]  Martijn Gough Climate change , 2009, Canadian Medical Association Journal.

[74]  G. Fry,et al.  Chapter 7 - The Cost of Decommissioning U.S. Reactors: Estimates and Experience , 1991 .

[75]  Parkash Chander,et al.  A core-theoretic solution for the design of cooperative agreements on transfrontier pollution , 1995 .

[76]  Vincent R. Gray Climate Change 2007: The Physical Science Basis Summary for Policymakers , 2007 .

[77]  Larry G. Epstein,et al.  Substitution, Risk Aversion, and the Temporal Behavior of Consumption and Asset Returns: An Empirical Analysis , 1991, Journal of Political Economy.

[78]  R. Nelson The Simple Economics of Basic Scientific Research , 1959, Journal of Political Economy.

[79]  Z. Griliches,et al.  Is aggregation necessarily bad , 1960 .

[80]  David Popp,et al.  Entice: Endogenous Technological Change in the Dice Model of Global Warming , 2003 .

[81]  William A. Pizer,et al.  The optimal choice of climate change policy in the presence of uncertainty , 1999 .

[82]  Richard S. J. Tol,et al.  Is the Uncertainty about Climate Change too Large for Expected Cost-Benefit Analysis? , 2003 .

[83]  G. R. Corey,et al.  Discounting for Time and Risk in Energy Policy. , 1984 .

[84]  Richard S. J. Tol,et al.  Precaution And A Dismal Theorem: Implications For Climate Policy And Climate Research , 2007 .

[85]  Technical COMMITTEE ON SCIENCE, ENGINEERING, AND PUBLIC POLICY , 2004 .

[86]  Frank Ackerman,et al.  Climate damages in the FUND model: A disaggregated analysis , 2012 .

[87]  W. Nordhaus Economic Policy in the Face of Severe Tail Events , 2012 .

[88]  D. L. Kelly,et al.  Integrated Assessment Models For Climate Change Control∗ , 1998 .

[89]  Scott Barrett,et al.  Environment and Statecraft: The Strategy of Environmental Treaty‐making , 2003 .

[90]  R. Lind,et al.  Intergenerational equity, discounting, and the role of cost-benefit analysis in evaluating global climate policy , 1995 .

[91]  J. Overpeck,et al.  Abrupt climate change: Inevitable surprises , 2002 .

[92]  Richard S.J. Tol,et al.  The marginal damage costs of carbon-dioxide emissions’ , 2005 .

[93]  Unfccc Kyoto Protocol to the United Nations Framework Convention on Climate Change , 1997 .

[94]  William D. Nordhaus,et al.  Warming the World: Economic Models of Global Warming , 2000 .

[95]  Alan S. Manne,et al.  The Kyoto Protocol: A Cost-Effective Strategy for Meeting Environmental Objectives? , 1999 .

[96]  W Ogana,et al.  Contribution of Working Group 1 to the Third Assessment Report of the Intergovernmental Panel on Climate Change , 2001 .

[97]  K. Arrow Economic Welfare and the Allocation of Resources for Invention , 1962 .

[98]  C. Carraro,et al.  Strategies for the international protection of the environment , 1993 .

[99]  Richard G. Newell,et al.  Modeling endogenous technological change for climate policy analysis , 2008 .

[100]  Marc Chesney,et al.  The impact of possible climate catastrophes on global warming policy , 2003 .

[101]  P. Romer Endogenous Technological Change , 1989, Journal of Political Economy.

[102]  L. Greene EHPnet: United Nations Framework Convention on Climate Change , 2000, Environmental Health Perspectives.

[103]  F. Ramsey,et al.  THE MATHEMATICAL THEORY OF SAVING , 1928 .