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MILLER, DALE, BRUSH, VICUNA, KADIR, DOGRUL, AND CHUNG <br />coincident with the Little Ice Age cooling period. <br />Samples from sediments, tree rings, and tree stumps, <br />combined with isotope dating analysis have been used <br />to reconstruct these naturally occurring droughts <br />that lasted 50 to more than 100 years (Stine, 1994; <br />Herweijer et al., 2006; Cook et al., 2007). Indeed, two <br />epic drought periods, one lasting from approximately <br />900 -1100, and the second lasting from about 1200- <br />1350, contributed to the decline and disappearance of <br />the Anasazi people, a culture that relied on irrigated <br />agriculture to support its population. Drought is also <br />seen as a contributing factor in the failure of Euro- <br />pean colonies in South Carolina and North Carolina <br />in the 1500s. More recently, four droughts in the wes- <br />tern U.S. centered on AD 1710, 1770, 1850, and 1930 <br />have been associated with the Pacific Decadal Oscilla- <br />tion (PDO), and indicate drought recurrence intervals <br />of 60 -80 years (Benson et al., 2003) and a linkage to <br />large -scale climatic phenomena. <br />During the last 150 years, California has been in a <br />slightly above average wet regime, with an annual <br />average precipitation of 58 cm (23 inches), and at <br />least 11 significant drought periods (Ingram et al., <br />1996; Cook et al., 2004). At the same time, California <br />Central Valley agriculture has expanded over most of <br />the Valley floor, and includes a system of managed <br />irrigation and water conveyance that has assumed <br />climatically stationary conditions for conveyance sys- <br />tem development and planning. The 1929 -1934 <br />drought has traditionally been the benchmark event <br />used for designing storage capacity and yield of large <br />California reservoirs. The stationarity principle may <br />no longer be valid, as substantial anthropogenic <br />changes in Earth's climate are altering the means <br />and extremes of precipitation, evapotranspiration, <br />and rates of discharge to rivers (Milly et al., 2008). <br />Changes in the temperature regime in California <br />associated with projected future climate are expected <br />to result in reduced winter snowpack and increased <br />winter runoff (Miller et al., 1999; Hayhoe et al., 2004; <br />Maurer and Duffy, 2005). In addition, the population <br />of California's Central Valley has increased from less <br />than 3 million people in 1970 to more than 6 million <br />in 2002, and is projected to increase to 15 million peo- <br />ple by 2050 (U.S. Bureau of the Census 1982; Califor- <br />nia Department of Finance 2007). Since the 1970s, as <br />the urban area of the Central Valley has increased, <br />agricultural acreage has remained relatively constant <br />by expanding into previously uncultivated land. The <br />increase in population coupled with constant agricul- <br />tural acreage has resulted in steadily increasing <br />water demands. Approximately 35% of the water <br />demand in the Central Valley is currently met with <br />ground water (California Department of Water <br />Resources 2003), with pumping rates increasing <br />in years of reduced surface water availability. Flow <br />deficits associated with future climate scenarios, cou- <br />pled with present and future levels of water demand, <br />may inflict significant stress on Central Valley aqui- <br />fers. In light of these challenges, the California <br />Department of Water Resources (CDWR) and other <br />water agencies have begun to evaluate new <br />approaches for incorporating the changing climate <br />into water resources planning and management <br />(CDWR, 2006; Anderson et al., 2008). <br />The goals of this study are to quantify the impacts <br />of long -term hydrologic droughts — a first -order <br />approximation of an analogue for climate change <br />related snowpack reduction — on water storage, and <br />to illustrate the potential for surface and subsurface <br />storage to limit the adverse impacts of drought and <br />snowpack reduction on water supply and hydropower <br />generation. This includes how ground -water pumping <br />compensates for reductions in surface water inflow; <br />the extent to which the water table is reduced; and <br />how, when, and if this system recovers or reaches a <br />new equilibrium. In the next section, we provide <br />details on our approach for simulating persistent <br />droughts in the California Central Valley. This is <br />followed by the results and discussion section, then <br />our summary and conclusions. <br />APPROACH <br />This analysis of the impacts of sustained droughts <br />in the California Central Valley is based on a series <br />of specified reductions in net surface water inflows <br />observed during the 1923 -1972 period. The reductions <br />considered in the study represent a 30% (below aver- <br />age), 50% (dry), and 70% (critically dry) effective <br />reduction for periods ranging from 10 to 60 years, <br />and were applied to the CDWR's California Central <br />Valley Ground water- Surface Water Simulation Model <br />(C2VSIM). The methodology used here is part of a <br />series of analyses that allow for the decomposition <br />and response term by term, allowing for a reduction - <br />ist evaluation of the impacts of decreases in net sur- <br />face flow from reservoirs and Central Valley <br />precipitation. Previous studies of California's future <br />water supply were based on downscaled climate <br />model projections with hydrologic model simulations <br />and permutations of the 1922 -1993 unimpaired <br />streamflows (Miller et al., 2003) with an operating <br />criterion of maximizing statewide water supply net <br />benefits (e.g., Lund et al., 2003; Zhu et al., 2005; <br />Tanaka et al., 2006; Medellin - Azuara et al., 2008). <br />However, these studies are unable to pin down the <br />term -by -term isolated response to droughts, present <br />day or future. With that in mind, it was deemed <br />JAWRA 858 JOURNAL OF THE AMERICAN WATER RESOURCES ASSOCIATION <br />