I visited the site of the 2nd bomb in Nagasaki. After they determined that up to a million military personnel could be killed or wounded during an invasion of Japan, the sensible thing to do was to end the war quickly and the best way to do that is with the bomb. They had a good show on TNT (Manhattan) about the making of the first atomic weapons.