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<br />1 <br /> <br />simulate the hydrologic processes important for river forecasting, including soil moisture, snowfall, and <br />snowmelt. <br /> <br />The NWSRFS is comprised of two linked models: a soil-moisture accounting model that <br /> <br /> <br />calculates gains and losses of water in the soil through various processes (e.g. evaporation, transpiration, <br /> <br />infiltration); and a snow accumulation and ablation model that calculates the accumulation of snow and the <br /> <br /> <br />contribution of snowmelt to soil moisture and runoff. The soil-moisture accounting model is a modified <br /> <br /> <br />version of the Sacramento Model described in Burnash et al. (1973). The Sacramento Model is widely used <br /> <br /> <br />and generally accepted as one of the most reliable in varied climatic conditions on several continents, <br /> <br /> <br />including both arid and humid regions (Nemec and Schaake, 1982). The model distributes soil moisture into <br /> <br /> <br />an upper and lower zone. Movement between zones is controlled by a physically based percolation <br /> <br />equation whose parameters are controlled by the free water in the upper zone and the soil-moisture <br /> <br /> <br />deficiency in the lower zone. The snowmelt model uses air temperature as the sole index to energy <br /> <br />exchange at the snow-air interface and is described in detail in Anderson (1976). The inputs to the model <br /> <br /> <br />are areal temperature and precipitation data; the output is streamflow (runoff) on a 6-hourly basis. <br /> <br />The NWSRFS models the Upper Colorado River Basin as a series of approximately 50 small <br /> <br /> <br />sub-basins that are linked together. For forecasting purposes, all of the sub-basins are modeled <br /> <br />simultaneously. For calibration purposes, however, each of these sub-basins is modeled separately. In this <br /> <br />study, we modeled three sub-basins which were selected based upon: (1) the existence of an adequate <br /> <br />historical streamflow record (at least 35 years), (2) a relatively high volume of streamflow, (3) streamflow <br /> <br />records classified as "good" or better by the U.S. Geological Survey (USGS), and (4) the presence of only <br /> <br />limited withdrawals and upstream regulation. These three basins are the White River at Meeker, the East <br /> <br />River at Almont, and the Animas River at Durango. In addition, the NWS has developed a composite model <br /> <br /> <br />(referred to here as the ''Two-elevation model") that divides the entire Upper Colorado River Basin into two <br /> <br />elevation zones and uses a limited number of data stations to predict inflow into Lake Powell. Given the <br /> <br />12 <br />