Rose Bailey Lake is a reservoir located in Roane County, Tennessee. It appears on the Cave Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 767.30 feet (233.87 m) above sea level. The nearest populated place is Eblen Estates, approximately 0.3 miles to the SSW.