In 1942, after the start of World War II, Okumura was assigned to the carrier "Ryujo" fighter Corps. He fought in the Battle of the Eastern Solomons on 24 August 1942. He covered the squadron attacking the enemy fleet. He became missing during the fierce fighting, and was for a time thought to have been killed in action.