They are made of gas, right? So, there won't be a solid-gas or liquid-gas boundary that defines where the atmosphere starts. So, if there isn't a boundary, we can't define part of it to be an atmosphere, or can we?
Is that boundary a gas-gas boundary of two different densities? Then, the atmosphere is (somehow?) defined as the region above this boundary?