Maple Hill is a mountain in northeastern Sussex County, New Jersey. The summit rises to . The Appalachian Trail passes Maple Hill, but does not ascend to the summit. It is part of the New YorkâÂÂNew Jersey Highlands of the Appalachian Mountains.