It is somewhat variable. Rooms have a tiny chance to respawn if not recently harvested during the check. They have a large chance to respawn if very close to depleted.
"I have no data yet. It is a capital mistake to theorize before one has data. Insensibly one begins to twist facts to suit theories instead of theories to suit facts."
- Sir Arthur Conan Doyle, Sherlock Holmes