Newton Reservoir is no longer a water supply, but a beautiful pond and fishing area, in Athol, MA.. Fishermen will find a variety of fish including yellow perch, bluegill, sunfish and rainbow trout here. Whether you’re spinning, fly fishing or baitcasting your chances of getting a bite here are good.