Sagebrush Gulch is a valley located in Malheur County, Oregon. It appears on the Kane Spring Gulch USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,667.35 feet (813.01 m) above sea level. The nearest populated place is Paris (historical), approximately 10.1 miles to the NNE.

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