Especially since it probably wasn't the reason they surrendered. There are multiple papers on the subject. They didn't really grasp the difference between the atomic bombs and regular bombing, and the US were carpet bombing multiple other cities at the time. They probably surrendered because of the Soviet advance after failed talks with them, which definitely reduced their chances to zero.