Kelsey Branch is a stream located in Lafayette County, Wisconsin. It appears on the New Diggings USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 706.92 feet (215.47 m) above sea level. The nearest populated place is Strawbridge, approximately 1.5 miles to the NW.