Are the leaves completely brown? Or are they brown just on the edges or in spots? There are few disease problems that affect radishes, so I'd guess this is an environmental effect. Have you had hot, dry conditions recently that may have caused the leaves to turn brown and dry? Radishes do best in cool, moist conditions.