Yes, this kind of situation mainly dependent on where you are living in. I believe with bitcoin debit-cards (even it has some higher fees compared to our bank cards) it is completely possible to face any situations with bitcoin.
If other fiat credit cards work in emergency, bitcoin credit card should also work in the same situation.