They actually planned an invasion called Operation Downfall. It involved American troops invading from the south and Soviet troops from the north. Casualties for both parties and Japan (mainly) would have skyrocketed as in the 1940s, the attitude was die in battle over surrender. Both options nuclear war or this operation are bad but the operation would have been worse. A side effect is that all of Korea would be under Kimberly regime.