Radiative heat transfer in non-uniform media is considered.
A polynomial chaos approach is developed for this purpose.
The technique is shown to provide non-parametric copulas.
Copulas model the dependencies between gas spectra in distinct states.
The approach is shown to be reliable for radiative heat transfer calculations.