Using Expert Judgments to Explore Robust Alternatives for Forest Management under Climate Change

作者: Timothy McDaniels , Tamsin Mills , Robin Gregory , Dan Ohlson

DOI: 10.1111/J.1539-6924.2012.01822.X

关键词:

摘要: We develop and apply a judgment-based approach to selecting robust alternatives, which are defined here as reasonably likely achieve objectives, over range of uncertainties. The intent is an that more practical in terms data analysis requirements than current approaches, informed by the literature experience with probability elicitation judgmental forecasting. context involves decisions about managing forest lands have been severely affected mountain pine beetles British Columbia, pest infestation climate-exacerbated. A management decision was developed basis for context, alternatives land actions, frame condition judgments. wide climate forecasts, taken represent 10-90% levels on cumulative distributions future climate, were An instrument developed, tested, revised serve eliciting probabilistic three-point regarding performance selected set relevant short long term. elicitations conducted workshop comprising 14 regional specialists. employed concept stochastic dominance help identify alternatives. used extensive sensitivity explore patterns judgments, also considered preferred each individual expert. results show two flexible policies judged perform better average dominance. suggest approaches making deserve greater attention testing.

参考文章(32)
M. Granger Morgan, Milind Kandlikar, James Risbey, Hadi Dowlatabadi, Why Conventional Tools for Policy Analysis Are Often Inadequate for Problems of Global Change Climatic Change. ,vol. 41, pp. 271- 281 ,(1999) , 10.1023/A:1005469411776
M. Granger Morgan, Louis F. Pitelka, Elena Shevliakova, Elicitation of Expert Judgments of Climate Change Impacts on Forest Ecosystems Climatic Change. ,vol. 49, pp. 279- 307 ,(2001) , 10.1023/A:1010651300697
Robert Lempert, Steven Popper, Steven Bankes, Shaping the Next One Hundred Years: New Methods for Quantitative Long-Term Policy Analysis RAND Corporation. ,(2003) , 10.7249/MR1626
Robert J. Lempert, Michael E. Schlesinger, Robust Strategies for Abating Climate Change Climatic Change. ,vol. 45, pp. 387- 401 ,(2000) , 10.1023/A:1005698407365
Nebojsa Nakicenovic, Robert J. Lempert, Daniel R Sarewitz, M. E Schlesinger, Characterizing Climate-Change Uncertainties for Decision-Makers Kluwer Academic Publishers. ,(2004)
Millett Granger Morgan, Max Henrion, Mitchell Small, Uncertainty: A Guide to Dealing with Uncertainty in Quantitative Risk and Policy Analysis ,(1990)
Andrew Speirs-Bridge, Fiona Fidler, Marissa McBride, Louisa Flander, Geoff Cumming, Mark Burgman, Reducing Overconfidence in the Interval Judgments of Experts Risk Analysis. ,vol. 30, pp. 512- 523 ,(2010) , 10.1111/J.1539-6924.2009.01337.X
Jack B. Soll, Joshua Klayman, Overconfidence in interval estimates. Journal of Experimental Psychology: Learning, Memory and Cognition. ,vol. 30, pp. 299- 314 ,(2004) , 10.1037/0278-7393.30.2.299
Robert Lempert, Nebojsa Nakicenovic, Daniel Sarewitz, Michael Schlesinger, Characterizing Climate-Change Uncertainties for Decision-Makers. An Editorial Essay Climatic Change. ,vol. 65, pp. 1- 9 ,(2004) , 10.1023/B:CLIM.0000037561.75281.B3