Always difficult to find the source of rain water leaks. It is likely to be in a different location from where you actually see it. The usual source, though is one if the deck fittings such as a stanchion base or cleat where the sealant has failed.
Start by trying to trace the flow of water back. You can sprinkle talcum powder in the places you think it is coming in as water will leave a trace,