The GPS receiver at ARM1 -- at the CART site -- was nearly colocated with an AERI instrument which measures precipitable water from the bottom up (i.e., the surface). Thus, it is possible to compare the sounding, GPS and AERI data for that time. A graph showing it is below.

Note that the GPS is consistently drier than the AERI data. This relationship is constant at other sites as well.