Moss Lake also known as Whipple Lake is located northwest of Eagle Bay, New York. The outlet flows into North Branch Moose River. Fish species present in the lake are brook trout, lake trout, atlantic salmon, brown trout, yellow perch, and black bullhead. There is trail access located off Big Moose Lake Road.