Societies have collapsed for reasons other then resource scarcity. In fact I'd say more often they collapse for reasons other then resource scarcity.
I don't think the Mayans ran out of anything. Neither do I believe the Romans ran out of anything.
My guess? The professional political/priestly/mid-level manager class gaining self serving control and cannibalizing productive (and competitive) capacity is a very common cause of collapse.
We see it on a smaller scale in companies real time.