McPherson Canyon is a valley located in Gilliam County, Oregon. It appears on the Lone Rock Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,040.68 feet (622.00 m) above sea level. The nearest populated place is Gooseberry, approximately 7.1 miles to the NNE.

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