Kelsey Creek is a stream located in Jefferson County, New York. It appears on the Watertown USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 367.45 feet (112.00 m) above sea level. The nearest populated place is Watertown, approximately 1.3 miles to the SE.