That's the linear distance from your eyes to the horizon. Assuming you're walking, the actual distance would be more like R*inverse cosine of (R/(R+h)) - working in radians of course.
But seeing as the surface is probably not a perfectly smooth arc, the first formula is probably a decent approximation.