Water Management Applications of Climate-Based Hydrologic Forecasts: Case Study of the Truckee-Carson River Basin

Water managers in the western United States and throughout the world are facing the increasing challenge of supplying a variety of water demands under the growing stresses of climate variability and of population and economic growth. Accurate streamflow forecasts are key to the water resources planning and decision-making process. There is growing evidence that variability in western streamflow is modulated by large-scale ocean-atmospheric features. Traditional forecasting techniques, however, do not systematically utilize large-scale climate information. In this study we present a framework for incorporating climate information into water resources decision-making and demonstrate the method on the semiarid Truckee-Carson Basin in Nevada where environmental, agricultural, and municipal demands compete for a limited supply of water. In this basin, water managers must plan carefully to meet the demands of timing and required flowrates. The framework presented in this paper consists of a streamflow forecast ...

[1]  Martyn P. Clark,et al.  Historical effects of El Nino and La Nina events on the seasonal evolution of the montane snowpack in the Columbia and Colorado River Basins , 2001 .

[2]  Roy W. Koch,et al.  Surface Climate and Streamflow Variability in the Western United States and Their Relationship to Large‐Scale Circulation Indices , 1991 .

[3]  John A. Dracup,et al.  ENSO and PDO Effects on Hydroclimatic Variations of the Upper Colorado River Basin , 2003 .

[4]  Dennis P. Lettenmaier,et al.  Columbia River Streamflow Forecasting Based on ENSO and PDO Climate Signals , 1999 .

[5]  Chester F. Ropelewski,et al.  North American Precipitation and Temperature Patterns Associated with the El Niño/Southern Oscillation (ENSO) , 1986 .

[6]  Ercan Kahya,et al.  U.S. streamflow patterns in relation to the El Niño/Southern Oscillation , 1993 .

[7]  W. Briggs Statistical Methods in the Atmospheric Sciences , 2007 .

[8]  Balaji Rajagopalan,et al.  Categorical Climate Forecasts through Regularization and Optimal Combination of Multiple GCM Ensembles , 2002 .

[9]  Richard A. Kerr,et al.  Models Win Big in Forecasting El Niño , 1998, Science.

[10]  Balaji Rajagopalan,et al.  Statistical Nonparametric Model for Natural Salt Estimation , 2005 .

[11]  Ercan Kahya,et al.  The relationships between U.S. streamflow and La Niña Events , 1994 .

[12]  Dennis P. Lettenmaier,et al.  Potential Effects of Long-Lead Hydrologic Predictability on Missouri River Main-Stem Reservoirs* , 2004 .

[13]  Dennis P. Lettenmaier,et al.  Economic Value of Long-Lead Streamflow Forecasts for Columbia River Hydropower , 2002 .

[14]  M. Clark,et al.  A multimodel ensemble forecast framework: Application to spring seasonal flows in the Gunnison River Basin , 2006 .

[15]  Michael D. Dettinger,et al.  Primary Modes and Predictability of Year-to-Year Snowpack Variations in the Western United States from Teleconnections with Pacific Ocean Climate , 2002 .

[16]  A. Gershunov ENSO Influence on Intraseasonal Extreme Rainfall and Temperature Frequencies in the Contiguous United States: Implications for Long-Range Predictability , 1998 .

[17]  J. Wallace,et al.  A Pacific Interdecadal Climate Oscillation with Impacts on Salmon Production , 1997 .

[18]  Robert H. Webb,et al.  El Nino/Southern Oscillation and streamflow in the western United States , 1993 .

[19]  Richard M. Shane,et al.  RIVERWARE: A GENERALIZED TOOL FOR COMPLEX RESERVOIR SYSTEM MODELING 1 , 2001 .

[20]  Upmanu Lall,et al.  Seasonal to interannual ensemble streamflow forecasts for Ceara, Brazil: Applications of a multivariate, semiparametric algorithm , 2003 .

[21]  Balaji Rajagopalan,et al.  A technique for incorporating large‐scale climate information in basin‐scale ensemble streamflow forecasts , 2005 .

[22]  Daniel R. Cayan,et al.  ENSO and Hydrologic Extremes in the Western United States , 1999 .

[23]  Daniel R. Cayan,et al.  Interannual Climate Variability and Snowpack in the Western United States , 1996 .

[24]  Min Zhong,et al.  El Niño, La Niña, and the Nonlinearity of Their Teleconnections , 1997 .

[25]  Michael D. Dettinger,et al.  North–South Precipitation Patterns in Western North America on Interannual-to-Decadal Timescales , 1998 .