My guess is it's not nuisance tripping. Water is probably getting somewhere it shouldn't and the GFCI is probably doing it's job. Have you traced the entire path of the circuit to ensure it's not damaged or susceptible to water infiltration?
Sorry for the basic reply, you may have checked these things. It just can't be a coincidence that it happens when it's damp outside.
