Appalachian History Series The Middle Fork Setting and Purpose Where the Middle Fork of the Kentucky River cuts through steep country in Perry and Leslie counties, the federal government built Buckhorn Lake Dam to tame dangerous floods and stabilize low flows. The site sits above the confluence where narrow ridges funnel runoff into quick crests.