The ergodic hypothesis states that long-time averages of equilibrium observables along typical trajectories equal their ensemble averages on the accessible phase space with the same conserved quantities. It permits statistical mechanics to predict measured macroscopic quantities from equilibrium distributions rather than tracking a trajectory. In its microcanonical form the measure is on the constant-energy surface. It is an assumption about the relevant dynamics, not a consequence of particles being noninteracting; the calculations below use the equilibrium canonical ensemble at temperature .
Take the floor at , gas-particle mass , atoms and box side . The one-particle Hamiltonian is . With and horizontal area , the partition function is
This follows by independent Gaussian momentum integrals and the elementary height integral. Taking gives
For an arbitrarily tall box compared with the gravitational scale height, , the upper-wall correction is negligible and
The energy includes gravitational potential relative to the floor; the kinetic part alone is . Retaining the finite-height correction also gives the ordinary ideal-gas limit as .
The equipartition theorem assigns to each of the three quadratic momentum terms, giving kinetic energy . The gravitational term is linear in , so it must not be counted as a quadratic degree of freedom. In the tall-box limit its distribution is proportional to , with mean height and mean potential per atom. Equivalently the generalized equipartition identity follows by integration by parts on , where the boundary term vanishes. Three quadratic kinetic contributions plus one linear potential contribution give per atom. At finite , the integration-by-parts boundary term is precisely the correction in part (i).
The Boltzmann distribution factors between momentum and position. Normalizing the height factor gives
In the tall-box limit this becomes on , an exponential distribution with scale height .
The Maxwell-Boltzmann velocity distribution is unaffected by the position-dependent potential, since the canonical density factors. Its speed density is proportional to for . For , differentiating its logarithm gives , so
The density vanishes at zero and at infinity and has only this positive stationary point, so it is the maximum. It is the same at every height.

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