Deep Creek is a stream located in Columbia County, Oregon. It appears on the Chapman USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 181.11 feet (55.20 m) above sea level. The nearest populated place is Scappoose, approximately 3.0 miles to the SSE.