During the Nazi invasion of Poland the Czech and Slovak Legion fought alongside the Poles against the Germans. Buršík took part in defense of Tarnopol (today Tarnopil, Ukraine). The Soviet Union invaded Poland on 17 September in fulfillment of Stalin's agreement with Hitler (Molotov–Ribbentrop Pact). Buršík and his unit were captured and imprisoned by the Soviets.