For batteries used under long storage conditions I recommend gel type batteries. I understsand what your saying about not having to worry about the maintenance on Pb/acid batteries. The gel batteries are a tad bit more expensive upfront but they last a lot longer then even deep cell (marine/RV) battery.
Our local Sams club carries them. You can also find better pricing on-line.