Decisions regarding municipal water supply and additional reservoir construction in the Kentucky River basin dictate the need for increased knowledge of Kentucky Diver low-flow characteristics. Digital computer programs were developed ta route streamflow through reservoir and stream reach components of a stream system. Using these programs as submodels, with availatle observed data, and utilizing appropriate data-handlinq techniques, a digital model of the Upper Kentucky River basin was developed. This model was specifically used to simulate streamflow data which would be adequate to determine the characteristics at tock 10 on the Kentucky River near Winchester, low-flow Kentucky for thirty-one years of regulated conditions. Model inputs consisted of (1) operation criteria for an existing reservoir; reservoir and (2) observed streamflow data for twenty-one years of natural and ten years of:regulated These conditions. techniques are also suitable for studying alternative modeling streamflow requlation schemes and expanding networks of homogeneous streamflow data for regional analyses.