The computational scheme of the step-by-step technique for radiative transfer problems taking into account multiple scattering and multiple reflection from the surface for various natural radiation sources is described. Some peculiarities of implementing this technique for calculations of thermal radiation scattering by aerosol formations in the atmosphere are considered. Simplifications and approximations enabling one to develop efficient computational algorithms in this case are suggested.