Why the atmospheric pressure changes with the changes of altitude?

Ans: The atmosphere for its weight applies force on the earth’s surface and the amount of force acting perpendicularly on per-unit surface area of the earth, is called atmospheric pressure.

As the altitude increase, the length of the air column decreases. So, the weight it applies to per-unit surface area i.e. pressure decreases with the increase of altitude from the surface.