There are other uninhabited islands nearby . They include Jarvis Island , 373 nmi to the northwest , Vostok Island , 385 nmi to the south-southeast , and Caroline ( Millennium ) Island , 460 nmi to the southeast . Other nearby islands ( all uninhabited ) include Jarvis Island , 373 n to the northwest , Vostok Island , 385 n to the south-southeast , and Caroline ( Millennium ) Island , 460 n to the southeast .