4.3 Article

Reliability, Sensitivity, and Vulnerability of Reservoir Operations under Climate Change

出版社

ASCE-AMER SOC CIVIL ENGINEERS
DOI: 10.1061/(ASCE)WR.1943-5452.0000742

关键词

Uncertainty; Variability; Reliability; Sensitivity; Global climate models; Reservoir operations; Rule curves; Variable rule curves

资金

  1. National Science Foundation [0846360]
  2. National Science Foundation through Tera Grid resources by Purdue University [TG-ECS100006]
  3. Universidad San Francisco de Quito (USFQ)
  4. Secretaria de Educacion Superior, Ciencia, Tecnologia e Innovacion (SENESCYT) [20110435]

向作者/读者索取更多资源

Climate change may critically impair the performance of reservoirs in meeting operational objectives, but reservoirs may also aid in adapting to climate change. To understand how the reliabilities, sensitivities, and vulnerabilities of reservoir operations vary across hydrogeologic settings, a bottom-up approach was applied to investigate the reliability of two water resources systems in the future. To represent the uncertainty associated with future streamflow, global climate model projections were integrated with a formal Bayesian uncertainty analysis and groundwater-surface water hydrologic modeling. Finally, the effectiveness of variable rule curves for mitigating the effects of climate change was evaluated. Increasing air temperature appeared to reduce the reliability of meeting summer environmental flow targets in the future by 42 and 12% for the groundwater basin and surface water basin, respectively, but had negligible impacts on reservoir refilling and flood regulation. Variable rule curves mitigated the impact of climate change on summer flow target reliability without compromising flood risk reduction. Differences in subbasin sensitivity to changing climate were evident across the two hydrogeologic settings, and uncertainty associated with modeling groundwater resources and decision thresholds were identified, with implications for reliability assessments in other basins. (C) 2016 American Society of Civil Engineers.

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