Yep, that'll work. Its a big'un too, a group 31. Probably pretty big overkill for your application would be my guess. You'd definitely have to make sure it would fit in your engine bay.
This would probably be more than enough:
SLI24MDC Duracell Ultra Battery - BCI Group 24M - Deep Cycle - Marine and Boat - Batteries Plus