TY - JOUR
T1 - Reliability, sensitivity, and uncertainty of reservoir performance under climate variability in basins with different hydrogeologic settings in Northwestern United States
AU - Mateus, Cristina
AU - Tullos, Desiree
N1 - Publisher Copyright:
© 2016 International Association for Hydro-Environment Engineering and Research.
PY - 2017/1/2
Y1 - 2017/1/2
N2 - This study investigated how reservoir performance varied across different hydrogeologic settings and under plausible future climate scenarios. Modelling was conducted for the Santiam River Basin, OR, USA, comparing the North Santiam Basin, with high permeability and extensive groundwater (GW) storage, and the South Santiam Basin, with low permeability, little GW storage, and rapid runoff response. The coupling of projections of future temperature and precipitation from global climate models, a surface water–GW hydrologic model, and a formal Bayesian uncertainty analysis produced synthetic hydrographs of reservoir inflows. Inflow hydrographs were summarized as median and extreme future flows for inputs to a reservoir operations model. The performance of reservoir operations was evaluated as the failure to meet flood management, spring and summer environmental flows, and hydropower generation objectives. Despite projected increases in winter flows and decreases in summer flows, results provided little evidence of a response in reservoir operation performance to a changing climate, with the exception of summer flow targets. Independent of climate impacts, historical prioritization of reservoir operations played an important role in the reliability of flood regulation, demonstrating the importance of reservoir operations relative to hydrologic responses to climate change in this basin. Results also highlight how hydrologic uncertainty is likely to complicate planning for climate change in basins with substantial GW interactions.
AB - This study investigated how reservoir performance varied across different hydrogeologic settings and under plausible future climate scenarios. Modelling was conducted for the Santiam River Basin, OR, USA, comparing the North Santiam Basin, with high permeability and extensive groundwater (GW) storage, and the South Santiam Basin, with low permeability, little GW storage, and rapid runoff response. The coupling of projections of future temperature and precipitation from global climate models, a surface water–GW hydrologic model, and a formal Bayesian uncertainty analysis produced synthetic hydrographs of reservoir inflows. Inflow hydrographs were summarized as median and extreme future flows for inputs to a reservoir operations model. The performance of reservoir operations was evaluated as the failure to meet flood management, spring and summer environmental flows, and hydropower generation objectives. Despite projected increases in winter flows and decreases in summer flows, results provided little evidence of a response in reservoir operation performance to a changing climate, with the exception of summer flow targets. Independent of climate impacts, historical prioritization of reservoir operations played an important role in the reliability of flood regulation, demonstrating the importance of reservoir operations relative to hydrologic responses to climate change in this basin. Results also highlight how hydrologic uncertainty is likely to complicate planning for climate change in basins with substantial GW interactions.
KW - Uncertainty
KW - climate change
KW - reliability
KW - reservoir operations
KW - rule curves
KW - sensitivity
UR - http://www.scopus.com/inward/record.url?scp=84994853802&partnerID=8YFLogxK
U2 - 10.1080/15715124.2016.1247361
DO - 10.1080/15715124.2016.1247361
M3 - Artículo
AN - SCOPUS:84994853802
SN - 1571-5124
VL - 15
SP - 21
EP - 37
JO - International Journal of River Basin Management
JF - International Journal of River Basin Management
IS - 1
ER -