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The distro isn't likely to be a factor here. Any (non-super-specialized) distro will be able to solve issues in about the same way.
I mean, any recommendation is going to just be people mentioning their preferred distro.
I don't know whether saltwater exposure is a concern. If so, that may impose some constraints on heat generation (if you have to have it and storage hardware in a waterproof case).
Yes, I think you're right that distro doesn't matter. As I've been reading through the responses, I realize that the two main issues are storage (don't want to use HDDs on a bounching boat, but SSDs are expensive per TB) and power (limited battery and variable voltage). As you say, corrosion may also been an issue that I hadn't considered. I'll probably have to check in with the sailing forums to see if people have trouble with their laptops corroding at sea. This server isn't likely to get splashed directly, but it will be exposed to a lot of humidity and variable temperatures.