The Round Valley Reservoir is the deepest lake in New Jersey and has a capacity of 55 billion gallons. This park is also one of the few in New Jersey that offers wilderness camping. Access to these camp sites is by foot or boat only. Located near Lebanon, NJ. Address: 1220 Lebanon-Stanton Road Lebanon NJ USA 08833-3115 1 908 236-6355