The trees are rotting from the inside. That's a complex issue and doesn't sound like it's from warming. Old live oaks can suffer a similar fate, and the issue is usually caused by stress on the tree impacting the tree's immune system.
Trees are really good at managing stress from heat, however stress from moisture much less so.