Wake Island was published by Doubleday Doran in 1942. It is no longer in print, but copies may be available through IndieBound.
The contents of Wake Island also appear in The Collected Poems of Muriel Rukeyser, edited by Janet Kaufman and Anne Herzog, published by the University of Pittsburgh Press in 2006.