How do you handle drawing more flood cards than there are tiles on the board in Forbidden Island?
Yes. From the rule book page 8.

When the Flood Draw Pile Runs Out
If the Flood draw pile ever runs out, immediately shuffle the Flood discard pile and stack the cards face down to form a new Flood draw pile. If this happens in the middle of a turn, continue drawing Flood cards as necessary from the new pile.