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The battery should be in a box which protects it from spray.
The caps are on pretty tight, that should keep water out. They are not designed to be used underwater for any length of time, but spray should not bother it.
The Blue Optima type "sealed" battery works best.
After a dunking, I would rinse with fresh water and clean the terminals.