Some Contributions of Integrated Assessment Models of Global Climate Change

This article reviews the use of integrated assessment models (IAMs) in climate policy and research at the global scale. Two different types of IAMs are discussed. First, there are models that focus on climate change mitigation options and climate change impacts in some detail without necessarily valuing or aggregating all possible impacts into a single measure of projected climate damages. Here they are called detailed process (DP) IAMs. A second class of IAMs are much more highly aggregated and focus on calculating carbon emissions trajectories and carbon prices that maximize global welfare. Here these models are referred to as aggregate benefit–cost analysis (BCA) IAMs. Early IAMs of both types were introduced about 30 years ago and by now have been applied to many important policy and research design issues. Continual advancements in physical and economic system understanding, modeling techniques, and computational power should continue to open up many additional opportunities for using these models to provide relevant information to decision makers. While the models can be improved in many areas, much of the uncertainty that exists reflects a lack of complete scientific understanding of the systems involved rather than limitations of one or another approach to model construction and use.

[1]  Howard Raiffa,et al.  Decision analysis: introductory lectures on choices under uncertainty. 1968. , 1969, M.D.Computing.

[2]  Peter A. Morris,et al.  Combining Expert Judgments: A Bayesian Approach , 1977 .

[3]  Talbot Page,et al.  Discounting and intergenerational equity , 1977 .

[4]  Peter A. Morris,et al.  An Axiomatic Approach to Expert Resolution , 1983 .

[5]  R. L. Winkler,et al.  Combining Economic Forecasts , 1986 .

[6]  W. Washington,et al.  An Introduction to Three-Dimensional Climate Modeling , 1986 .

[7]  George E. P. Box,et al.  Empirical Model‐Building and Response Surfaces , 1988 .

[8]  Pierre Morel An Introduction to Three‐Dimensional Climate Modeling , 1988 .

[9]  Ronald A. Howard,et al.  Readings on the Principles and Applications of Decision Analysis , 1989 .

[10]  Jan Rotmans,et al.  Image: An Integrated Model to Assess the Greenhouse Effect , 1990 .

[11]  W. Nordhaus To Slow or Not to Slow: The Economics of the Greenhouse Effect , 1991 .

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

[13]  Chris Hope,et al.  Buying Greenhouse Insurance , 1993 .

[14]  Marshall A. Wise,et al.  ADVANCED ENERGY TECHNOLOGIES AND CLIMATE CHANGE: AN ANALYSIS USING THE GLOBAL CHANGE ASSESSMENT MODEL (GCAM) , 1994 .

[15]  R. Perman The economics of the greenhouse effect , 1994 .

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

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

[18]  M. G. Morgan,et al.  Subjective judgments by climate experts. , 1995, Environmental science & technology.

[19]  M. Grubb,et al.  Influence of socioeconomic inertia and uncertainty on optimal CO2-emission abatement , 1997, Nature.

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

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

[22]  A. Sokolova,et al.  Global economic effects of changes in crops , pasture , and forests due to changing climate , carbon dioxide , and ozone , 2006 .

[23]  The Social Cost of Carbon: Trends, Outliers and Catastrophes , 2007 .

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

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

[26]  J. Weyant A Critique of the Stern Review's Mitigation Cost Analyses and Integrated Assessment , 2008, Review of Environmental Economics and Policy.

[27]  L. Joyce Climate change assessments , 2008 .

[28]  Wolfgang Lucht,et al.  Tipping elements in the Earth's climate system , 2008, Proceedings of the National Academy of Sciences.

[29]  Sergey Paltsev,et al.  Biomass Energy and Competition for Land , 2008, GTAP Working Paper.

[30]  Thomas W. Hertel,et al.  Economic Analysis of Land Use in Global Climate Change Policy , 2009 .

[31]  M. Kremer,et al.  Incentives to Learn , 2004, The Review of Economics and Statistics.

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

[33]  L. Clarke,et al.  International climate policy architectures: Overview of the EMF 22 International Scenarios , 2009 .

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

[35]  Technical Support Document: Social Cost of Carbon for Regulatory Impact Analysis Under Executive Order 12866 , 2010 .

[36]  R. Tol,et al.  The Economic Impact of Climate Change , 2010 .

[37]  Céline Guivarch,et al.  Climate policies as a hedge against the uncertainty on future oil supply , 2010 .

[38]  John F. B. Mitchell,et al.  The next generation of scenarios for climate change research and assessment , 2010, Nature.

[39]  Gary W. Yohe,et al.  Characterizing changes in drought risk for the United States from climate change , 2010 .

[40]  Chris Hope,et al.  The Social Cost of Co2 from the Page09 Model , 2011 .

[41]  Jing Liu,et al.  The role of irrigation in determining the global land use impacts of biofuels , 2011, GTAP Working Paper.

[42]  T. Wigley,et al.  Emulating coupled atmosphere-ocean and carbon cycle models with a simpler model, MAGICC6 - Part 1: Model description and calibration , 2011 .

[43]  L. K. Gohar,et al.  How well do integrated assessment models simulate climate change? , 2011 .

[44]  Martin Scherer,et al.  Response of corn markets to climate volatility under alternative energy futures. , 2012, Nature climate change.

[45]  Jeffery R. Scott,et al.  Valuing climate impacts in integrated assessment models: the MIT IGSM , 2013, Climatic Change.

[46]  Dale W. Jorgenson,et al.  Handbook of Computable General Equilibrium Modeling , 2012 .

[47]  Sergey Paltsev,et al.  Using land to mitigate climate change: hitting the target, recognizing the trade-offs. , 2012, Environmental science & technology.

[48]  Politically Feasible Emissions Targets to Attain 460 ppm CO2 Concentrations , 2012, Review of Environmental Economics and Policy.

[49]  C. Hope,et al.  The social cost of carbon in U.S. regulatory impact analyses: an introduction and critique , 2012, Journal of Environmental Studies and Sciences.

[50]  Elmar Kriegler,et al.  The role of Asia in mitigating climate change: Results from the Asia modeling exercise , 2012 .

[51]  M. Keen,et al.  Fiscal Policy to Mitigate Climate Change: A Guide for Policymakers , 2012 .

[52]  Robert J. Nicholls,et al.  The effects of adaptation and mitigation on coastal flood impacts during the 21st century. An application of the DIVA and IMAGE models , 2013, Climatic Change.

[53]  Andrei P. Sokolov,et al.  Long-Term climate change commitment and reversibility: An EMIC intercomparison , 2013 .

[54]  N. Stern The Structure of Economic Modeling of the Potential Impacts of Climate Change: Grafting Gross Underestimation of Risk onto Already Narrow Science Models , 2013 .

[55]  Peter Vallentyne,et al.  Well-Being and Fair Distribution: Beyond Cost-Benefit Analysis , 2013 .

[56]  K. Arrow,et al.  Determining Benefits and Costs for Future Generations , 2013, Science.

[57]  Valerie J. Karplus,et al.  Synergy between Pollution and Carbon Emissions Control: Comparing China and the U.S. , 2013 .

[58]  Elmar Kriegler,et al.  Getting from here to there – energy technology transformation pathways in the EMF27 scenarios , 2014, Climatic Change.

[59]  M. Greenstone,et al.  Developing a Social Cost of Carbon for US Regulatory Analysis: A Methodology and Interpretation , 2013, Review of Environmental Economics and Policy.

[60]  Michael Obersteiner,et al.  Global food markets, trade and the cost of climate change adaptation , 2013, Food Security.

[61]  Nebojsa Nakicenovic,et al.  Pathways to achieve universal household access to modern energy by 2030 , 2013 .

[62]  R. Pindyck Climate Change Policy: What Do the Models Tell Us? , 2013 .

[63]  Page Kyle,et al.  Trade-offs of different land and bioenergy policies on the path to achieving climate targets , 2014, Climatic Change.

[64]  Hans Joachim Schellnhuber,et al.  The elephant, the blind, and the intersectoral intercomparison of climate impacts , 2013, Proceedings of the National Academy of Sciences.

[65]  Martin L. Weitzman,et al.  Tail-Hedge Discounting and the Social Cost of Carbon , 2013 .

[66]  K. Calvin,et al.  Bioenergy in energy transformation and climate management , 2014, Climatic Change.

[67]  G. Luderer,et al.  Is atmospheric carbon dioxide removal a game changer for climate change mitigation? , 2013, Climatic Change.

[68]  M. Obersteiner,et al.  Biomass use, production, feed efficiencies, and greenhouse gas emissions from global livestock systems , 2013, Proceedings of the National Academy of Sciences.

[69]  Keywan Riahi,et al.  WHAT DOES THE 2 C TARGET IMPLY FOR A GLOBAL CLIMATE AGREEMENT IN 2020? THE LIMITS STUDY ON DURBAN PLATFORM SCENARIOS , 2013 .

[70]  Keywan Riahi,et al.  A new scenario framework for climate change research: the concept of shared socioeconomic pathways , 2013, Climatic Change.

[71]  R. Tol,et al.  The uncertainty about the social cost of carbon: A decomposition analysis using fund , 2013, Climatic Change.

[72]  W. Hazeleger,et al.  Implications of alternative assumptions regarding future air pollution control in scenarios similar to the Representative Concentration Pathways , 2013 .

[73]  Book review on The Geopolitics of Energy , 2013 .

[74]  D. P. Vuuren,et al.  Quantifying biodiversity impacts of climate change and bioenergy: the role of integrated global scenarios , 2015, Regional Environmental Change.

[75]  John Weyant,et al.  Integrated assessment of climate change: state of the literature , 2014, Journal of Benefit-Cost Analysis.

[76]  Thomas W. Hertel,et al.  Global Food Security in 2050: The Role of Agricultural Productivity and Climate Change , 2014 .

[77]  P. Warr,et al.  World Food Prices and Poverty in Indonesia , 2014 .

[78]  K. Strzepek,et al.  State of the literature on the economic impacts of climate change in the United States , 2014, Journal of Benefit-Cost Analysis.

[79]  Chunlian Jin,et al.  Investigating the nexus of climate, energy, water, and land at decision-relevant scales: the Platform for Regional Integrated Modeling and Analysis (PRIMA) , 2015, Climatic Change.

[80]  Sergey Paltsev,et al.  The future of global water stress: An integrated assessment , 2014 .

[81]  Systems analysis of strategic decisions for planning secure food, energy, water provision based on stochastic GLOBIOM , 2014 .

[82]  Global Climate Impacts: A Cross-Sector, Multi-Model Assessment Special Feature (Free Online) , 2014 .

[83]  M. Toman The need for multiple types of information to inform climate change assessment , 2014, Journal of Benefit-Cost Analysis.

[84]  L. Clarke,et al.  Assessing Transformation Pathways , 2014 .

[85]  W. Nordhaus Estimates of the Social Cost of Carbon: Concepts and Results from the DICE-2013R Model and Alternative Approaches , 2014, Journal of the Association of Environmental and Resource Economists.

[86]  Keywan Riahi,et al.  A new scenario framework for climate change research: the concept of shared climate policy assumptions , 2014, Climatic Change.

[87]  C. Heald,et al.  Threat to future global food security from climate change and ozone air pollution , 2014 .

[88]  A. Faaij,et al.  Competing uses of biomass for energy and chemicals: implications for long‐term global CO2 mitigation potential , 2015 .

[89]  Jia Li,et al.  Improving the practice of economic analysis of climate change adaptation , 2014, Journal of Benefit-Cost Analysis.

[90]  John M. Reilly,et al.  Modeling U.S. water resources under climate change , 2014 .

[91]  John P. Weyant,et al.  The role of technology for achieving climate policy objectives: overview of the EMF 27 study on global technology and climate policy strategies , 2014, Climatic Change.

[92]  Robert J. Lempert,et al.  Embedding (some) benefit-cost concepts into decision support processes with deep uncertainty , 2014, Journal of Benefit-Cost Analysis.

[93]  D. Vuuren,et al.  Integrated Assessment of Global Environmental Change with IMAGE 3.0 : Model description and policy applications , 2014 .

[94]  C. Weaver,et al.  Challenges in applying the paradigm of welfare economics to climate change , 2014, Journal of Benefit-Cost Analysis.

[95]  Charlie Wilson,et al.  Diagnostic indicators for integrated assessment models of climate policy , 2015 .

[96]  Delavane Diaz Estimating Global Damages from Sea Level Rise with the Coastal Impact and Adaptation Model (CIAM) , 2015 .

[97]  D. Vuuren,et al.  Mid- and long-term climate projections for fragmented and delayed-action scenarios , 2015 .

[98]  Changsheng Li,et al.  Quantifying the link between crop production and mined groundwater irrigation in China. , 2015, The Science of the total environment.

[99]  M. Ha-Duong,et al.  Climate change 2014 - Mitigation of climate change , 2015 .

[100]  Kenichi Wada,et al.  Technological Forecasting & Social Change Locked into Copenhagen pledges — Implications of short-term emission targets for the cost and feasibility of long-term climate goals , 2014 .

[101]  William D. Nordhaus Expert Opinion on Climatic Change , 2016 .

[102]  Douglas H. Wrenn,et al.  Invisible water, visible impact: groundwater use and Indian agriculture under climate change , 2016 .

[103]  M. Grubb Integrated Assessment of Climate Change: An Overview and Comparison of Approaches and Results , 2016 .

[104]  J. Eom,et al.  The Shared Socioeconomic Pathways and their energy, land use, and greenhouse gas emissions implications: An overview , 2017 .

[105]  Gilbert E. Metcalf,et al.  Integrated Assessment Models and the Social Cost of Carbon: A Review and Assessment of U.S. Experience , 2017, Review of Environmental Economics and Policy.

[106]  R. Pindyck The Use and Misuse of Models for Climate Policy , 2015, Review of Environmental Economics and Policy.

[107]  The Economic impact of Climate Change , 2018 .

[108]  V. Weisskopf THE INTERNATIONAL INSTITUTE FOR APPLIED SYSTEMS ANALYSIS , 2022 .