What happens to charging in a natural disaster? Exactly the same thing that happens to gas cars. Gas pumps require electricity. If the electricity is out, neither gas nor electric cars get their fuel.
What's fun is when a natural disaster takes out gas supply. Then you get to drive along smugly. (Here's my LEAF at the gas station after they ran out of gas in my area. This is usually a very busy gas station.)