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You will likely have more trouble with a conventional car. An electric car doesn't use oxygen, as there is no combustion. You should be more concerned about water coming into the car I think, or if it's really deep, if it starts floating away.
Besides, check your insurance policy, I think most insurances don't cover while driving in signal 8 or black rain storm? Maybe it's OK, but check it.