Beyond optimality: Multistakeholder robustness tradeoffs for regional water portfolio planning under deep uncertainty

作者: Jonathan D. Herman , Harrison B. Zeff , Patrick M. Reed , Gregory W. Characklis

DOI: 10.1002/2014WR015338

关键词:

摘要: While optimality is a foundational mathematical concept in water resources planning and management, “optimal” solutions may be vulnerable to failure if deeply uncertain future conditions deviate from those assumed during optimization. These vulnerabilities produce severely asymmetric impacts across region, making it vital evaluate the robustness of management strategies as well their for regional stakeholders. In this study, we contribute multistakeholder many-objective robust decision (MORDM) framework that blends search uncertainty analysis tools discover key tradeoffs between supply alternatives deep uncertainties (e.g., population pressures, climate change, financial risks). The proposed demonstrated four interconnected utilities representing major stakeholders “Research Triangle” region North Carolina, U.S. over one million customers have ability collectively manage drought via transfer agreements shared infrastructure. We show portfolios compose optimal (i.e., Pareto-approximate solutions) under expected suffer significantly degraded performance with only modest changes hydrologic economic factors. then use Patient Rule Induction Method (PRIM) identify which factors drive individual collective cooperating utilities. Our identifies stakeholder dependencies associated cooperative planning, are critical understanding tensions versus goals. Cooperative demand was found factor controlling dominating other hydroclimatic through 2025 horizon. Results suggest reduction projected rate growth (from approximately 3% per year 2.4%) will substantially improve utilities' reduce potential tensions. MORDM offers insights into risks challenges posed by rising demands hydrological uncertainties, providing template regions now forced confront rapidly evolving scarcity risks.

参考文章(67)
Peter H. Gleick, Water management: Soft water paths Nature. ,vol. 418, pp. 373- 373 ,(2002) , 10.1038/418373A
Robert J. Lempert, Steven C. Bankes, Benjamin P. Bryant, Comparing Algorithms for Scenario Discovery RAND Corporation. ,(2008)
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
JEROME H. FRIEDMAN, NICHOLAS I. FISHER, Bump hunting in high-dimensional data Statistics and Computing. ,vol. 9, pp. 123- 143 ,(1999) , 10.1023/A:1008894516817
Herbert A. Simon, Theories of Decision-Making in Economics and Behavioural Science The American Economic Review. pp. 1- 28 ,(1966) , 10.1007/978-1-349-00210-8_1
Casey Brown, Yonas Ghile, Mikaela Laverty, Ke Li, Decision scaling: Linking bottom-up vulnerability analysis with climate projections in the water sector Water Resources Research. ,vol. 48, ,(2012) , 10.1029/2011WR011212
Daniel Hine, Jim W. Hall, Information gap analysis of flood model uncertainties and regional frequency analysis Water Resources Research. ,vol. 46, ,(2010) , 10.1029/2008WR007620
Christopher P. Weaver, Robert J. Lempert, Casey Brown, John A. Hall, David Revell, Daniel Sarewitz, Improving the contribution of climate model information to decision making: the value and demands of robust decision frameworks Wiley Interdisciplinary Reviews: Climate Change. ,vol. 4, pp. 39- 60 ,(2013) , 10.1002/WCC.202