Fairview-Ferndale is a census-designated place, located in Coal Township, in Northumberland County, Pennsylvania, United States. The population was 2,411 at the 2000 census. Fairview-Ferndale is located at 40°46′59″N 76°34′22″W / 40.78306°N 76.57278°W.