Kelly Gulch is a valley located in Boise County, Idaho. It appears on the Robie Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,801.46 feet (1,158.69 m) above sea level. The nearest populated place is Highlands, approximately 7.8 miles to the W.