Agreeing to disagree: uncertainty management in assessing climate change, impacts and responses by the IPCC

Dealing consistently with risk and uncertainty across the IPCC reports is a difficult challenge. Huge practical difficulties arise from the Panel’s scale and interdisciplinary context, the complexity of the climate change issue and its political context. The key question of this paper is if the observed differences in the handling of uncertainties by the three IPCC Working Groups can be clarified. To address this question, the paper reviews a few key issues on the foundations of uncertainty analysis, and summarizes the history of the treatment of uncertainty by the IPCC. One of the key findings is that there is reason to agree to disagree: the fundamental differences between the issues covered by the IPCC’s three interdisciplinary Working Groups, between the type of information available, and between the dominant paradigms of the practitioners, legitimately lead to different approaches. We argue that properly using the IPCC’s Guidance Notes for Lead Authors for addressing uncertainty, adding a pedigree analysis for key findings, and particularly communicating the diverse nature of uncertainty to the users of the assessment would increase the quality of the assessment. This approach would provide information about the nature of the uncertainties in addition to their magnitude and the confidence assessors have in their findings.

[1]  K. Popper The Propensity Interpretation of Probability , 1959 .

[2]  Martin R. Manning,et al.  The Difficulty of Communicating Uncertainty , 2003 .

[3]  Milind Kandlikar,et al.  Representing and communicating deep uncertainty in climate-change assessments , 2005 .

[4]  John B. Heywood,et al.  Future Light-Duty Vehicles: Predicting their Fuel Consumption and Carbon-Reduction Potential , 2001 .

[5]  W. Walker,et al.  Defining Uncertainty: A Conceptual Basis for Uncertainty Management in Model-Based Decision Support , 2003 .

[6]  Jeroen P. van der Sluijs,et al.  A Reflexive Approach to Dealing with Uncertainties in Environmental Health Risk Science and Policy. , 2005 .

[7]  S. Schneider What is 'dangerous' climate change? , 2001, Nature.

[8]  Arthur C. Petersen,et al.  Philosophy of climate science , 2000 .

[9]  B. D. Finetti La prévision : ses lois logiques, ses sources subjectives , 1937 .

[10]  Jerome R. Ravetz,et al.  Exploring the quality of evidence for complex and contested policy decisions , 2008 .

[11]  D. Ellsberg,et al.  Risk, ambiguity, and decision , 2001 .

[12]  R. Prinn,et al.  Uncertainty and Climate Change Assessments , 2001, Science.

[13]  Agency and the Assignment of Probabilities to Greenhouse Emissions Scenarios , 2004 .

[14]  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 .

[15]  Jesse H. Ausubel,et al.  Climate Impact Assessment , 1985 .

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

[17]  P. Kloprogge,et al.  A method for the analysis of assumptions in assessments , 2005 .

[18]  L. J. Savage,et al.  The Foundations of Statistics , 1955 .

[19]  Richard Von Mises,et al.  Probability, statistics and truth , 1939 .

[20]  O. Ravera Biological aspects of freshwater pollution : proceedings of the course held at the Joint Research Centre of the Commission of the European Communities. Ispra, Italy, 5-9 June 1978 , 1979 .

[21]  Milind Kandlikar,et al.  Expressions of likelihood and confidence in the IPCC uncertainty assessment process , 2007 .

[22]  J. Palutikof,et al.  Climate change 2007 : impacts, adaptation and vulnerability , 2001 .

[23]  Ross McKitrick,et al.  The M&M Critique of the MBH98 Northern Hemisphere Climate Index: Update and Implications , 2005 .

[24]  Anthony Patt,et al.  Using Specific Language to Describe Risk and Probability , 2003 .

[25]  Gerald R. North,et al.  Surface Temperature Reconstructions for the Last 1000 Years , 2006 .

[26]  B. Wynne Uncertainty and environmental learning: reconceiving science and policy in the preventive paradigm. , 1992 .

[27]  Bruce Tonn Imprecise probabilities and scenarios , 2005 .

[28]  Arthur C. Petersen,et al.  Towards guidance in assessing and communicating uncertainties , 2005 .

[29]  P. Walley Statistical Reasoning with Imprecise Probabilities , 1990 .

[30]  Elmar Kriegler,et al.  Utilizing belief functions for the estimation of future climate change , 2005, Int. J. Approx. Reason..

[31]  Nebojsa Nakicenovic,et al.  Identifying dangers in an uncertain climate , 2001, Nature.

[32]  Francis W. Zwiers,et al.  Guidance Note for Lead Authors of the IPCC Fifth Assessment Report on Consistent Treatment of Uncertainties , 2010 .

[33]  P. N. Edwards GLOBAL CLIMATE SCIENCE, UNCERTAINTY AND POLITICS: DATA-LADEN MODELS, MODEL-FILTERED DATA , 1999 .

[34]  P. Bosch,et al.  Climate change 2007 - mitigation of climate change , 2007 .

[35]  S. Funtowicz,et al.  Combining Quantitative and Qualitative Measures of Uncertainty in Model‐Based Environmental Assessment: The NUSAP System , 2005, Risk analysis : an official publication of the Society for Risk Analysis.

[36]  Martin Manning,et al.  A Concept Paper for the AR4 Cross Cutting Theme: Uncertainties and Risk , 2003 .

[37]  Jerome R. Ravetz,et al.  Uncertainty and Quality in Science for Policy , 1990 .

[38]  D. Easterling,et al.  IPCC Workshop on Describing scientific Uncertainties in climate change to support analysis of risk and of options, National University of Ireland, Maynooth, Co. Kildare, Ireland 11-13 May, 2004 , 2004 .

[39]  A. Patt,et al.  Communicating uncertainty: lessons learned and suggestions for climate change assessment , 2005 .

[40]  Stephen H. Schneider,et al.  Can we Estimate the Likelihood of Climatic Changes at 2100? , 2002 .

[41]  F. Knight The economic nature of the firm: From Risk, Uncertainty, and Profit , 2009 .

[42]  Vincent Nimier Information Evaluation : a formalisation of operational recommandations , 2004 .

[43]  Myles Allen,et al.  Uncertainty in the IPCC's Third Assessment Report , 2001, Science.

[44]  Corinne Le Quéré,et al.  Climate Change 2013: The Physical Science Basis , 2013 .

[45]  Jim Giles Scientific uncertainty: When doubt is a sure thing , 2002, Nature.

[46]  Ernst Worrell,et al.  Sectoral trends in global energy use and greenhouse gasemissions , 2006 .

[47]  M. Sebrechts Ignorance and Uncertainty: Emerging Paradigms , 1989 .

[48]  R. Reynolds,et al.  Bulletin of the American Meteorological Society , 1996 .

[49]  A. Pittock,et al.  Probabilities will help us plan for climate change , 2001, Nature.

[50]  Ross McKitrick,et al.  Corrections to the Mann et. al. (1998) Proxy Data Base and Northern Hemispheric Average Temperature Series , 2003 .

[51]  R. Swart,et al.  Climate Assessment: What's Next? , 2007, Science.

[52]  Minh Ha-Duong Scenarios, probability and possible futures , 2006 .