 Deer Creek supported the last known population of the Maryland darter, the only endemic vertebrate in Maryland .The creek is commonly used for recreation in the summer months.The Deer Creek Bridge, Stewartstown Railroad carries the Stewartstown Railroad over Deer Creek in Hopewell Township and Shrewsbury Township, Pennsylvania.