If they are aware of a dangerous situation (diseased trees), and don’t do something about it, they are definitely on the hook for property damage caused by that negligence.
It would boil down to their degree of plausible deniability, ‘state priviledge’, and the specifics of the law and precedent in their state of course.
Good luck