It really only is a problem in the warm season when trying to quantify heat with its shading problems...at other times it's fine for its UHI environment.
PWS gages can suffer from undercatch in windy conditions and or when not properly exposed... Also I've seen gages that weren't secured properly so they swayed or vibrated in the wind causing readings too high.