Actually batteries are different. For example, the recently arrived on the market lithium batteries (non rechargeable) are fantastic in digital cameras, but their shelf life at high temp is quite short (like in the car trunk).

Take a look at this site: http://support.radioshack.com/support_tutorials/batteries/batgd-c01.htm
IMHO, excellent guide.