Flux Density - Brightness Temperature Conversion

Start with the Rayleigh-Jeans law:
T=λ22kΩS
where T is the brightness temperature, λ the wavelength, k the Boltzmann constant, Ω the beam solid angle, and S the flux density, all in mks units.
Interferometric maps are measured in brightness units I of Jy/beam, where “beam” is a nominal area over which the brightness is defined.
We replace SΩ by SbeambeamΩ=IbeamΩ, where the second term is the conversion of “beam” to a solid angle in units of steradian.
For a "dirty map", the “beam” is the "dirty beam" which has a complicated structure that depends on the number and orientation of baselines as a function of time. Once the image is deconvolved, however, the "dirty beam" is replaced by a "clean beam", a Gaussian withpeak of unity and θmaj and θmin as the half-power beam widths along the major and minor axes, respectively.
The area of a Gaussian beam is defined by its 2-dimensional integral
Ω=π θmaj θmin4 ln2
Substituting Omega in the first equation and converting all constants to a pre-factor leads to:
T=0.32×1023λ2θmaj θmin I
Converting to units to cm, seconds of arc, and mJy/beam results in:
T=1.36λ2θmaj θmin I
or in frequencies ν in units of GHz, and I in mJy/beam:
T=1.222×103Iν2 θmaj θmin

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