Sep, What's a square mile radius? We know these two facts: square mile is a unit for area. The area covered by equal distances along two axes in a three-dimensional space. Radius is a straight-line distance along one axis in a 3-dimensional space. A square mile radius would either be nonsense, or involving the forth spatial dimension, which to most humans is nonsense, as most humans can't perceive it.