A stochastic reconstruction framework for analysis of water resource system vulnerability to climate-induced changes in river flow regime

Nazemi, Alireza; Wheater, Howard S.; Chun, Kwok P.; Elshorbagy, Amin

Abstract

Assessments of potential impacts of climate change on water resources systems are generally based on the use of downscaled climate scenarios to force hydrological and water resource systems models and hence quantify potential changes in system response. This approach, however, has several limitations. The uncertainties in current climate and hydrological models can be large, such analyses are rapidly outdated as new scenarios become available, and limited insight into system response is obtained. Here, we propose an alternative methodology in which system vulnerability is analyzed directly as a function of the potential variations in flow characteristics. We develop a stochastic reconstruction framework that generates a large ensemble of perturbed flow series at the local scale to represent a range of potential flow responses to climate change. From a theoretical perspective, the proposed reconstruction scheme can be considered as an extension of both the conventional resampling and the simple delta-methods. By the use of a two-parameter representation of regime change (i.e., the shift in the timing of the annual peak and the shift in the annual flow volume), system vulnerability can be visualized in a two-dimensional map. The methodology is applied to the current water resource system in southern Alberta, Canada, to explore the system's vulnerability to potential changes in the streamflow regime. Our study shows that the system is vulnerable to the expected decrease in annual flow volume, particularly when it is combined with an earlier annual peak. Under such conditions, adaptation will be required to return the system to the feasible operational mode. © 2013. American Geophysical Union. All Rights Reserved.

• Journal Article Type: Article
• Publication Date: Apr 29, 2013
• Deposit Date: Jun 17, 2022
• Publicly Available Date: Jun 17, 2022
• Journal: Water Resources Research
• Print ISSN: 0043-1397
• Electronic ISSN: 1944-7973
• Publisher: American Geophysical Union
• Peer Reviewed: Peer Reviewed
• Volume: 49
• Issue: 1
• Pages: 291-305
• DOI: https://doi.org/10.1029/2012WR012755
• Keywords: water resource system; climate-induced changes; river flow
• Public URL: https://uwe-repository.worktribe.com/output/9431622