h is the thickness of the column in the direction being analyzed.
I guess it could be confusing, but the reason h is defined as such, is that it is also considered the height (read "depth") of the member when referring to flexural members.
In all cases, it is always a measure of one of the cross-sectional dimensions, not a "length", per se.