I think it really comes down to a numbers game. They were estimating a million lives lost in an invasion of Japan. Intelligence indicated that they were teaching women and children to bury themselves under the sand with explosives and trigger them while allied troops invaded.
Also, the US wanted to win the Pacific war before the USSR got involved.
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