Will future climate change increase the risk of violating minimum flow and maximum temperature thresholds below dams in the Pacific Northwest?

Henriette I. Jager, Anthony W. King, Sudershan Gangrade, Angelina Haines, Christopher DeRolph, Bibi S. Naz, Moetasim Ashfaq

Research output: Contribution to journalArticlepeer-review

9 Scopus citations

Abstract

Detecting and avoiding environmental thresholds that lead to catastrophic change in ecological communities is an important goal, and one that is especially challenging to address over broad geographic extents. Here, we conducted a regional-scale climate vulnerability assessment (RCVA) to quantify the risk of violating thermal and minimum-flow thresholds below reservoirs. Our analysis used hybrid (process-based and empirical) models of tailwater temperature and flow driven by 4-km downscaled CMIP5 climate projections. Downscaling employed a combination of process-based models, quantile mapping, and a non-linear ‘reservoir’ transform function. RCVA can be applied at regional scales without proprietary and data-intensive physical models of reservoir systems or ecological models of species that comprise tailwater communities. Using RCVA, we produced ensemble projections of risk and duration of extreme high-temperature or low-flow events below federal reservoirs in the Pacific Northwest (PNW), USA. Bayesian modeling of simulated results allowed us to evaluate differences between risk under a future and baseline scenario relative to model uncertainties and to quantify uncertainty in modeled risks. Based on assumptions that historical patterns of reservoir dynamics and operation will continue, and that regulatory thresholds will not change, the risk of thermal exceedance was projected to increase by an average of 0.27 and extend into late-spring and fall (average change in duration of 10.3 d). For flow, RCVA projected an increase of 0.07 in the average risk below-thresholds flows, with an average increase in duration of 4.6 d. Both results raise concerns that cold-water salmonids of the PNW will be at increased risk under a future climate scenario.

Original languageEnglish
Pages (from-to)69-84
Number of pages16
JournalClimate Risk Management
Volume21
DOIs
StatePublished - Jan 1 2018

Funding

Research was partially supported in part by the United States Department of Energy’s (DOE) Energy Efficiency and Renewable Energy Office, Wind and Water Power Technologies Program through Oak Ridge National Laboratory (ORNL), under the leadership of Dr. Brennan Smith. ORNL which is managed by UT-Battelle, LLC, for the DOE under contract DE-AC05-00OR22725. The US Government retains and the publisher, by accepting the article for publication, acknowledges that the US Government retains a non-exclusive, paid-up, irrevocable, world-wide license to publish or reproduce the published form of this manuscript, or allow others to do so, for US Government purposes. The Department of Energy will provide public access to these results of federally sponsored research in accordance with the DOE Public Access Plan ( http://energy.gov/downloads/doe-public-access-plan ). Dr. Shih-Chieh Kao ran the equilibrium temperature model implemented by TK. We appreciate the statistical advice of Dr. Nels Johnson (National Institute of Mathematical and Biological Sciences). We also thank three anonymous reviewers who provided excellent suggestions and questions that helped to improve this manuscript.

Keywords

  • Climate vulnerability assessment
  • Duration
  • Minimum flow
  • Seasonal risk assessment
  • Thermal criteria
  • Thresholds
  • Uncertainty
  • Water standards

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