In September 1940, Schobert was given command of the Eleventh Army. The army was assigned to Army Group South for Operation Barbarossa, the invasion of the Soviet Union. During combat operations in the southern Soviet Union, Schobert was killed when their Fieseler Storch observation aircraft crashed in a Soviet minefield.