Battle Ground Lake State Park Visitors to Battle Ground Lake State Park can enjoy a wide variety of activities, including hiking biking, horseback riding, non-motorized boating, fishing and swimming. The park features an amphitheater, a baseball field, horseshoe pits and more. Address: . Battle Ground WA USA