What is the proper method for storing compressed gas cylinders (like oxygen or acetylene) in a workshop?

1. Lying horizontally under workbenches to save floor space
2. Upright, secured with chains or straps to a rack or wall, with safety caps installed when not in use
3. In a tightly sealed, unventilated wooden closet to contain leaks
4. Near the welding area to keep them warm