Hiking in New England in the fall is wonderful because of the beautiful weather. Aside from the hundreds of access sites to the Appalachian Trail, New England is also home to the region's only national park, Acadia National Park in Maine. It's a great area to spend a week since there are more than 150 miles of trails to explore.