A meteor falling out of the sky and killing people wouldn't cause any government to resign. But in any situation where the responsibility for preventing and mitigating damage ultimately lies with the government, it's pretty natural for the governement resign if it fails at this task. This way, "taking responsibility" actually has some meaning.