Population density isn’t planar, eg, why cities are denser than towns: their centers are more than 2D.
You are suggesting it's measured over a cube volume?
It would have to be the displacement volume, to account for cities with only a few really tall buildings, and also somehow adjusted for buildings with high ceilings.