They should be OK but mind passivation (they wont be able to deliver the highest current initially).
I also went with the same idea as Boris74. I have switched to rechargeables that get cycled regularly, and I keep enough of them for a bad situation. Every 3 years or so I will recycle a small number and replace with newer cells to ensure my stock is in good condition. Additionally, I keep things like a solar charging kit around for really bad situations - that makes the "rechargeable only" pill easier to swallow.