Willow Mill Park. Willow Mill Park is an 18-acre municipal park was home to a legendary amusement park prior to being purchased by Silver Spring Township. The park is bordered by the Conodoguinet Creek and provides a wonderful opportunity for boating, fishing, hiking, birding, and enjoying the outdoors.