According to the Geographic Names Information System, the river has also been known historically by the toponyms Cherry Tree Waters and Cherrytree Creek in the past.

Now at an elevation of approximately 2,200 feet above sea level, a unique setting is created by which class 3 whitewater rapids are usually created during spring runoff through a town of about 2,000 residents, viewable from some of the city's public streets.

This may be the only place in eastern North America where three categories of "twos" (population, elevation, and whitewater difficulty) are met or eclipsed.

(Western US example-the Sacramento River at Dunsmuir, California) Downstream of Richwood, the Cherry River is paralleled by a rail trail, the Cranberry Tri-Rivers Rail-Trail,[7] then flows northwest for about 10 more miles to its confluence with the Gauley in Curtin, a nearly abandoned lumber town two miles south of Craigsville.

Local leaders have proposed a dam be placed on the South Fork just above town, thus protecting it from future flooding and potentially creating more reliable flows for whitewater recreation.