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11 - Uncertainty of damage costs

Published online by Cambridge University Press:  05 July 2014

Ari Rabl ,
Joseph V. Spadaro  and
Mike Holland
Ari Rabl
Affiliation:
Ecole des Mines, Paris
Joseph V. Spadaro
Affiliation:
Basque Centre for Climate Change, Bilbao, Spain
Mike Holland
Affiliation:
Ecometrics Research and Consulting (EMRC)
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Summary

Summary

This chapter presents an analysis of the uncertainties of damage costs, all the more important because their uncertainties are large. Two methods for the analysis of uncertainties are presented. One is the customary Monte Carlo approach; it is general and powerful, but opaque because it produces only numbers. As an alternative we present an analytical approach that is suitable for multiplicative models, in particular the “uniform world model” (UWM) for damage costs; it has the advantage of being transparent and easy to modify if one wants to test different assumptions about the various sources of uncertainty. We show results, based on a literature review of the various sources of uncertainty in the steps of the damage cost calculation. We find that the uncertainty of damage costs can be characterized, with a sufficiently good approximation, by a lognormal probability distribution with multiplicative confidence intervals around the median estimate μg (a random variable has a lognormal distribution if the distribution of the logarithm of the variable is normal). The width of the confidence intervals is given by the geometric standard deviation σg, such that the 68% confidence interval ranges from μg/σg to μg σg. For the classical air pollutants (PM, NOx, SO2, VOC) we find that σg is approximately 3; for toxic metals we estimate that it is about 4 and for dioxins and greenhouse gases about 5. We also present a simple method for the uncertainty of the sum of damage costs due to different pollutants, for instance the damage cost of a kWh of electricity.

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How Much Is Clean Air Worth?
Calculating the Benefits of Pollution Control
 , pp. 440 - 496
Publisher: Cambridge University Press
Print publication year: 2014

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References

Abt 2000. The Particulate-Related Health Benefits of Reducing Power Plant Emissions. October 2000. Prepared for EPA by Abt Associates Inc., 4800 Montgomery Lane, Bethesda, MD 20814–5341.
Abt 2004. Power Plant Emissions: Particulate Matter-Related Health Damages and the Benefits of Alternative Emission Reduction Scenarios. Prepared for EPA by Abt Associates Inc. 4800 Montgomery Lane. Bethesda, MD 20814–5341.
Axelrad, D. A., Bellinger, D. C., Ryan, L. M. and Woodruff, T. J. 2007. Dose-response relationship of prenatal mercury exposure and IQ: an integrative analysis of epidemiologic data. Environ Health Perspect 115(4): 609–615.CrossRefGoogle ScholarPubMed
Barnosky, A. D., Hadly, E. A., Bascompte, J. et al. 2012. Approaching a state shift in Earth’s biosphere. Nature 486 (7 June 2012): 52–58.CrossRefGoogle ScholarPubMed
Barrett, K. 1992. Dispersion of nitrogen and sulfur across Europe from individual grid elements: marine and terrestrial deposition. EMEP/MSC-W Note 3/92. August 1992. Norwegian Meteorological Institute, P.O.Box 43, Blindern, N-0313 Oslo 3.
Belton, V. and Stewart, T. J. 2002. Multiple Criteria Decision Analysis: An integrated approach. Kluwer Academic Publishers, Dordrecht.CrossRefGoogle Scholar
Bennett, D. H., McKone, T. E., Evans, J. S. et al. 2002. Defining intake fraction. Environmental Science and Technology 36: 206 A–211 A.CrossRefGoogle ScholarPubMed
Brode, R. W. and Wang, J. 1992. User’s Guide for the Industrial Source Complex (ISC2) Dispersion Model. Vols. 1–3, EPA 450/4-92-008a, EPA 450/4-92-008b, and EPA 450/4-92-008c. US Environmental Protection Agency, Research Triangle Park, NC27711.Google Scholar
DGEC 2008. Synthèse publique de l’étude des coûts de référence de la production électrique (Public summary of the study of the reference costs of electricity production). Direction Générale de l’Energie et du Climat (DGEC), Ministère de l’Ecologie, du Développement Durable et de l’énergie, France. ()Google Scholar
EC 2000a. Recommended Interim Values for the Value of Preventing a Fatality in DG Environment Cost Benefit Analysis. Recommendations by DG Environment, based on a workshop for experts held in Brussels on November 13th 2000.
EC 2000b. Directive 2000/76/EC of the European Parliament and of the Council of 4 December 2000 on the incineration of waste.
EPA 1994. Estimating exposure to dioxin-like compounds Report EPA/600/6-88/005Ca, b and c. June 1994. United States Environmental Protection Agency. Washington, DC20460.Google Scholar
ExternE 1998. ExternE: Externalities of Energy. Vol.7: Methodology 1998 Update (EUR 19083); Vol.8: Global Warming (EUR 18836); Vol.9: Fuel Cycles for Emerging and End-Use Technologies, Transport and Waste (EUR 18887); Vol.10: National Implementation (EUR 18528). Published by European Commission, Directorate-General XII, Science Research and Development. Office for Official Publications of the European Communities, L-2920 Luxembourg.
ExternE 2000. External Costs of Energy Conversion – Improvement of the ExternE Methodology and Assessment of Energy-Related Transport Externalities. Final Report for Contract JOS3-CT97-0015, published as Environmental External Costs of Transport. Friedrich, R. & Bickel, P., editors. Springer Verlag Heidelberg 2001.Google Scholar
ExternE 2004. New results of ExternE, reported by Rabl, A., Spadaro, J., Bickel, P., et al. Externalities of Energy: Extension of accounting framework and Policy Applications. Final Report ExternE-Pol project, contract N° ENG1-CT2002-00609. EC DG Research. See also, .
ExternE 2005. ExternE: Externalities of Energy, Methodology 2005 Update. Edited by Bickel, P. and Friedrich, R.. Published by the European Commission, Directorate-General for Research, Sustainable Energy Systems. Luxembourg: Office for Official Publications of the European Communities. ISBN 92-79-00429-9.Google Scholar
ExternE 2008. With this reference we cite the methodology and results of the NEEDS (2004–2008) and CASES (2006–2008) phases of ExternE. For the damage costs per kg of pollutant and per kWh of electricity we cite the numbers of the data CD that is included in the book edited by Markandya, A., Bigano, A. and Porchia, R. in 2010: The Social Cost of Electricity: Scenarios and Policy Implications. Edward Elgar Publishing Ltd, Cheltenham, UK. They can also be downloaded from (although in the latter some numbers have changed since the data CD in the book).Google Scholar
Hansen, M. S. and Andersen, M. S. 2009. External costs of nutrients (N and P) – first estimates. Deliverable DII.2b.-1 of EXIOPOL project of the EC DG Research.
Hanson, P. J. and Lindberg, S. E. 1991. Dry deposition of reactive nitrogen compounds: a review of leaf, canopy and non-foliar measurements. Atmospheric Environment 25A: 1615–1634.CrossRefGoogle Scholar
Holland, M. R. and King, K. 1998. Economic evaluation of air quality targets for tropospheric ozone. Part C: Economic benefit assessment. Contract report for European Commission DG XI.
Ives, D. P., Kemp, R. V. and Thieme, M. 1993. The Statistical Value of Life and Safety Investment Research. Environmental Risk Assessment Unit, University of East Anglia, Norwich, Report n°13 February 1993.Google Scholar
L’hirondel, J. L., Alexander, A. A. and Addiscott, T. 2006. Dietary nitrate: where is the risk?Environ Health Perspect 114: 458–459.CrossRefGoogle ScholarPubMed
Leksell, L. and Rabl, A 2001. Air pollution and mortality: Quantification and valuation of years of life lost. Risk Analysis 21(5): 843–857.CrossRefGoogle ScholarPubMed
Limpert, E., Stahel, W. A. and Abbt, M. 2001. Lognormal distributions across the sciences: Keys and Clues. BioScience 51(5), 341–352.CrossRefGoogle Scholar
Lindhjem, H., Navrud, S., Braathen, N. A. and Biausque, V. 2011. Valuing mortality risk reductions from environmental, transport, and health policies: A global meta-analysis of stated preference studies. Risk Analysis 31 (9): 1381–1407.CrossRefGoogle ScholarPubMed
McKone, T. E. and Ryan, P. B. 1989. Human exposures to chemicals through food chains: an uncertainty analysis. Environmental Science and Technology 23: 1154–1163.CrossRefGoogle Scholar
Morgan, M. G. and Henrion, M. 1990. Uncertainty: A Guide to Dealing with Uncertainty in Quantitative Risk and Policy Analysis. Cambridge University Press. Cambridge, UK.CrossRefGoogle Scholar
Mrozek, J. R. and Taylor, L. O. 2002. What determines the value of life? A meta-analysis. Journal of Policy Analysis and Management 21, No. 2: 253–270.CrossRefGoogle Scholar
Nicholson, K. W. 1988. The dry deposition of small particles: a review of experimental measurements. Atmospheric Environment 22: 2653–2666.CrossRefGoogle Scholar
OECD 2012. Mortality Risk Valuation in Environment, Health and Transport Policies. OECD Publishing.
ORNL/RFF 1994. External Costs and Benefits of Fuel Cycles. Prepared by Oak Ridge National Laboratory and Resources for the Future. Edited by Lee, Russell, Oak Ridge National Laboratory, Oak Ridge, TN 37831.Google Scholar
Pope, C. A., Burnett, R. T., Thun, M. J. et al. 2002. Lung cancer, cardiopulmonary mortality, and long term exposure to fine particulate air pollution. J. Amer. Med. Assoc. 287(9): 1132–1141.CrossRefGoogle ScholarPubMed
Rabl, A. 2000. Criteria for limits on the emission of dust from cement kilns that burn waste as fuel. ARMINES/Ecole des Mines de Paris, Paris. March 2000. Available at .Google Scholar
Rabl, A. and van der Zwaan, B. 2009. Cost–benefit analysis of climate change dynamics: uncertainties and the value of information. Climatic Change 96, No. 3, October, 2009.CrossRefGoogle Scholar
Rabl, A., Spadaro, J. V. and van der Zwaan, B. 2005. Uncertainty of pollution damage cost estimates: to what extent does it matter?. Environmental Science & Technology 39(2): 399–408.CrossRefGoogle ScholarPubMed
Rabl, A., Zoughaib, A., von Blottnitz, H. et al. 2004. Tools for sustainability: Development and application of an integrated framework. Final Technical Report for project SusTools, contract N° EVG3-CT-2002–80010. EC DG Research. Available at Google Scholar
Reiss, R., Anderson, E. L., Cross, C. E. et al. 2007. Evidence for health impacts of sulfate and nitrate containing particles in ambient air. Inhalation Toxicology 19: 419–449.CrossRefGoogle ScholarPubMed
Rowe, R. D., Lang, C. M., Chestnut, L. G. et al. 1995. The New York Electricity Externality Study. Oceana Publications, Dobbs Ferry, New York.Google Scholar
Sehmel, G. 1980. Particle and gas dry depostion: a review. Atmospheric Environment 14: 983.CrossRefGoogle Scholar
Seinfeld, J. H. 1986. Atmospheric Chemistry and Physics of Air Pollution. John Wiley and Sons, Somerset, NJ.Google Scholar
Spadaro, J. V. and Rabl, A., 2004. Pathway analysis for population-total health impacts of toxic metal emissions. Risk Analysis 24(5): 1121–1141.CrossRefGoogle ScholarPubMed
Spadaro, J. V. and Rabl, A. 2008a. Estimating the uncertainty of damage costs of pollution: a simple transparent method and typical results. Environmental Impact Assessment Review 28 (2): 166–183.CrossRefGoogle Scholar
Spadaro, J. V. and Rabl, A. 2008b. Global health impacts and costs due to mercury emissions. Risk Analysis 28 (3): 603–613.CrossRefGoogle ScholarPubMed
Tol, R. S. J. 2005. The marginal damage costs of carbon dioxide emissions: an assessment of the uncertainties. Energy Policy 33, 16: 2064–2074.CrossRefGoogle Scholar
Tol, R. S. J. 2008. The Social Cost of Carbon: Trends, Outliers and Catastrophes. Economics 2: 2008–2025.Google Scholar
van Dop, H., Addis, R., Fraser, G. et al. 1998. ETEX, a European tracer experiment: observations, dispersion modelling and emergency response. Atmospheric Environment 32(24): 4089–4094.CrossRefGoogle Scholar
van Grinsven, H. J. M., Rabl, A., de Kok, T. M. and Grizzetti, B. 2010. Assessing social cost of cancers due to nitrate in drinking water in the EU for the case of colon cancer. Environmental Health 9: 58 (12 p).CrossRefGoogle Scholar
Weitzman, M. L. 2007. The role of uncertainty in economics of catastrophic climate change. Working paper, Harvard University.
WHO. 2003. Health aspects of air pollution with particulate matter, ozone and nitrogen dioxide, Report on a WHO Working Group, Bonn, Germany, 13–15 January 2003. World Health Organisation report EUR/03/5042688: Available at ; accessed November 2004.

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