ORIGINAL: kevin1
Round Up may not be the best choice , those are broadleafs , not grass . Successive mowing should stress them to where they begin to die back . Alternatively , you could try a controlled burn followed by tilling . I'd pull those stumps too .
You may mislead someone with your statement about the Round-Up not being effective because ferns aren't grass. Round-Up kills just about everything.