Corning, Iowa - Lake Icaria is a popular fishing lake in southwest Iowa’s Adams County. It’s also has a popular campground. And a popular swimming beach, and is popular for boating and for deer hunting. In fact, Lake Icaria offers year-round outdoor recreation attracting visitors from Des Moines to Council Bluffs and all across the region.