This affluent little town is rich in nature as well. Located on the northern shore of Long Island, it's almost entirely surrounded by Oyster Bay Harbor and Beaver Lake. Outdoor lovers can also enjoy a nature preserve, arboretum and several parks nearby, as well as easy access to boats parked at the local marina.