Sumpter RV Park. Historic Sumpter, Oregon. Gateway to the Elkhorn Mountains . In the Summer, ride the Sumpter ATV Trails from your RV Space! You can ride your Horse on the trails too! In the Winter, enjoy over 350 miles of groomed snowmobile trails from your RV space! Remember: We're open a portion of the Winter too!