Harvey joined the service at Fort Riley. He was stationed on Bellows Field when Pearl Harbor was bombed. Following that he was in the Figi islands and Guadal Canal. He was stationed at March Field, Bolling Air Base, the Philippines, Japan and temporary duty in Korea.