Tin
It's not just how big the column of air is but also how it is spread. If it is cold I suspect more air is concentrated at lower altitudes so the sea level airfield stays the same (same weight of air) but the higer one shows a relatively lower pressure as some of 'its' air has slipped below it.
Hence my argument that artflyer's fields are warmer than they ought to be. Fohn effect?