Depends on how you measure, for example what about the stereographic projection of the plane into the sphere and then use the metric in R3? Distance from a poin

Depends on how you measure, for example what about the stereographic projection of the plane into the sphere and then use the metric in R3? Distance from a point in the plane to infinity is then the distance from where it maps to in the sphere to the north pole.