Nelson Creek is a stream located in Newton County, Mississippi. It appears on the Post USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 412.50 feet (125.73 m) above sea level. The nearest populated place is Rock Creek, approximately 1.7 miles to the WSW.

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