We've had something close to a drought this summer -- unseasonally long periods without rain. You can see the young trees on the streets and trees in the middle of large parks suffer from it - wilted leaves and leaves dropping earlier than usual. BUT, large old trees seem to be thriving - full canopies, lush, firm leaves.
I've been suspecting the big street trees do so well because they benefit from the dilapidated state of our water delivery infra. It's nice to read of a study that confirms my amateur observations and musings.