Peats Creek is a stream located in Clay County, Kansas. It appears on the Linn SW USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,231.43 feet (375.34 m) above sea level. The nearest populated place is Morganville, approximately 3.2 miles to the SSE.

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