As mentioned elsewhere you should check that the alternator is indeed charging the battery but you should also be aware of the leading cause of battery failure which is sulfation. This is a process in lead acid batteries where crystals of sulphur forms on the cell plates insulating and rendering them useless. For equipment that is infrequently used, sulphation kills more batteries than anything else. To sometimes recover a sulfated battery you can use a special charger which applies pulses of AC current along with the DC charge current that breaks down the sulphur crystals which form in all lead acid batteries regardless of type. There are even tender chargers which can sometimes desulfate batteries if it isn't too bad saving them from the junk pile but it takes some time to pull it off.
For anything that is infrequently used or driven you should connect a tender charger to the battery to maintain charge or else remove and store the battery inside for longer periods of disuse. The sulphation problem is especially true for more modern cars etc. which use computer controlled engine management that more often than not impose a parasitic or trickle drain on the battery.
Better batteries like the more expensive AGM types (absorbed glass mat), all that I ever buy, while less prone to sulphation can still be ruined by sulphation from letting them sit unused with that small drain on them.
AGM types are also less prone to damage from shock, vibration and can even be mounted and on the side or even upside down. Just the thing for off road equipment. Before buying them however be aware that AGM batteries want a different charge profile than standard wet cell types so you may also want to buy a charger made for them too.
Of the AGMs out there, I prefer Odyssey over other brands like Optima. I think they build a better product and also pack more stored charge into less space.
If AC power isn't handly where you store your equipment, if it's outside, you can also get solar chargers which will help keep the battery up against small current drains.