Underground nuclear tests (nuculear if you're Robin Williams) were conducted 1200 ft underground typically

Nuculear

Besides that, the cannister was HUGE (in the film). If you have seen pictures of ICBM warheads, they are about as large - with the physics package only 1/3 of this.
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ZOMBIES! I hate ZOMBIES.