My guess would be that you got some dirty water in a connector somewhere that is creating a conduction path... I'd pull everything out and give it a good inspection. If there are any places where water might have leaked, I'd see if I can safetly take it apart, wash stuff with clean water, let it dry, then reassemble/reseal...
The GFI trips when the current on the hot lead and neutral are not the same - that means that some current is finding an alternate path to ground...
RM