The 158th was selected as part of the spearhead of the invasion of Japan and slated to silence Japanese air warning stations south of Kyushu two days before the invasion. The planned invasion of Japan was never conducted; after Japan's surrender, the unit was sent on October 13, 1945, to Yokohama, Japan, as part of the United States Army of occupation.