Integrating the Maxwell-Boltzmann velocity distribution over directions gives
In the canonical ensemble, a one-particle velocity state has kinetic energy and hence probability density proportional to , where . The three Cartesian Gaussian integrals normalize the density to the Maxwell-Boltzmann velocity distribution
Integrating over a spherical shell of radius and area gives the Maxwell speed distribution
Since
its unique positive maximum is the Most probable speed in the Maxwell distribution
The Doppler relation is the affine change of variables
Transforming the one-dimensional Maxwell-Boltzmann velocity distribution therefore gives the normalized thermal Doppler broadening profile
Thus
The measured Gaussian line width satisfies , so the temperature follows from
The component of the Maxwell-Boltzmann velocity distribution is a centered normal random variable, so . Therefore
Write for a comoving coordinate, for the peculiar velocity, for the Hubble parameter, and for the density contrast. For a homogeneous self-gravitating fluid, the linearized continuity equation, Euler equations for an inviscid fluid, and cosmological Poisson equation are
Here is the physical adiabatic sound speed, gradients refer to comoving coordinates, and the homogeneous background force has already been subtracted. Differentiating the first equation and eliminating and gives
A Fourier mode with comoving wavenumber therefore obeys
The Jeans wavenumber occurs where the coefficient in parentheses vanishes. Since a comoving wavelength is , the result is
Below this comoving Jeans length, pressure restores a displaced fluid element: there are acoustic waves rather than growing Jeans instability. In a static background they oscillate; expansion changes their amplitude and frequency, and dissipation can damp them. Pressure support alone does not erase them. In the pre-recombination photon-baryon fluid, Silk damping supplies a separate erasure mechanism.
For collisionless matter, replace the sound speed by a characteristic velocity dispersion. For an isotropic Maxwell-Boltzmann velocity distribution, defining , the static collisionless marginal-stability calculation gives
The coefficient depends on the distribution and the convention for velocity dispersion. Small-scale suppression is now collisionless free streaming and phase mixing, rather than collisional acoustic waves. An instantaneous collisionless Jeans length must be distinguished from the accumulated comoving distance traveled since decoupling.
For the requested thermal histories, an Einstein-de Sitter universe describes the matter-era limit: it cannot literally also have a radiation-dominated epoch. Interpret the question as a spatially flat universe with negligible cosmological constant, passing from radiation domination, , to matter domination, . For the usual schematic dynamical Jeans scale use in the estimate, so
Near the particle horizon a relativistic perturbation calculation replaces the Newtonian derivation; the scaling estimate still identifies the relevant sound-crossing or streaming scale.
Before cosmological recombination, adiabatic initial conditions keep the entropy per baryon fixed in the tightly coupled photon-baryon fluid. With , its photon-baryon sound speed is
For example, this follows from and . In the radiation-dominated limit , ; in the strongly baryon-loaded matter-era limit , . Thus the baryon Jeans length across recombination has the asymptotic history
The transition to the plateau is smooth: retaining gives in matter domination. If baryon loading is still small, this intermediate segment instead rises as until loading becomes important.
At photon decoupling, radiation ceases to provide pressure support to the baryons, so the sound speed drops from the coupled-fluid value to that of a nonrelativistic ideal gas, , with . The drop in comoving Jeans length at fixed density is the same ratio of sound speeds, typically several orders of magnitude. Subsequently an isentropic process gives , so and . Residual energy exchange through Compton scattering can initially keep , producing a short approximately flat gas segment before the decreasing segment. The idealized sketch assumes immediate adiabatic cooling:
log(comoving baryon Jeans scale)
  ^
  |                   __________________
  |                 /                   |
  |               /                     |  loss of photon pressure
  |             /                       |
  |           /                         +---\
  |         /                                \
  +-------------------|-----------------|----------> log(time)
                    t_eq              t_rec
        slope 1/2          slope ~0        slope -1/3
For the cold-dark-matter kinetic Jeans scale, take the stated toy history to mean that collisions maintain a particle temperature equal to the photon temperature until kinetic decoupling. This is an assumption about thermal coupling; a negligible collision rate after decoupling makes the subsequent treatment collisionless. Assume the ordering . While relativistic, the characteristic particle speed is constant; while nonrelativistic but thermally coupled, ; after kinetic decoupling, particle momentum redshifts as and . Combining these with the background dynamical density gives
There is no sudden change at cosmological recombination: cold dark matter has already decoupled. Its small initial velocity dispersion makes its suppression scale much smaller than the pre-recombination baryon scale.
log(comoving CDM dynamical Jeans scale)
  ^
  |                        _______________
  |                    ___/               \
  |                ___/                    \       no jump
  |              /                          \      at t_rec
  |            /                             \
  +-----------|------------|--------------|----|------> log(time)
            t_NR         t_dec          t_eq t_rec
   slope 1/2    slope 1/4       slope 0       slope -1/3
The density convention matters. If one instead defines a species' self-gravitating collisionless Jeans length using only its own nonrelativistic density , its thermally coupled segment is constant and its decoupled segment decreases as even during radiation domination. The constant radiation-era segment in the second sketch is the usual instantaneous background dynamical streaming estimate, not an exact single-species self-gravity threshold. A complete multicomponent calculation uses the separate perturbation equations and their combined cosmological Poisson equation.
If nonrelativistic emitters of mass have rest-frame angular frequency , then the one-dimensional Maxwell-Boltzmann velocity distribution produces a Gaussian line with standard deviation
Measuring the line width therefore determines the gas temperature when nonthermal broadening is negligible or separately modeled.