Everybody is right to a point, Sparkie has touched on the number 1 reason most seasonal batteries fail, they freeze from not being used, leaving the charger on cures that by keeping the batteries active. 1 bad battery will suck the life out of the others, yes you must check the water level, water evaporates? I will have to replace the battery in my lawn tractor this year and it's only 10 years old. Climate, maint, usage all play a key part in the life of a lead acid battery. THE BEST THING I can tell you, if the battery is dry, or smells like rotten eggs. BE VERY carefull you are now working with a small bomb, the gasses are VERY explosive. If you have never seen a battery explode be thankfull, it may not kill you but if there is any acid left inside you may wish it did. I know I got way off subject and Sorry about that.
BF