Rocky Branch is a stream located in Crittenden County, Kentucky. It appears on the Repton USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 400.71 feet (122.14 m) above sea level. The nearest populated place is Stone (historical), approximately 1.3 miles to the N.

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