Keep in mind you can't shoot hawks or owls anywhere in the U.S. Also, this is the time of year that all predators will become more active. Partly to put on weight for the winter, partly because the mammalian juveniles are dispersing, and partly because your chickens are easier to find and other food gets more scarce.
Protect, protect, protect.