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Please take a look at the UPP package here. This package describes in detail how to post process model outputs and calculates brightness temperature. UPP is not specifically developed for MPAS, but many methods used in UPP to obtain diagnostic variables can be applied to process MPAS data.
Sorry I don't really know what variables are require for calculating brightness temperature. What I suggest is that you can find the information in UPP package.
If you really want brightness temperature output using a RTM, you need:
latCell
lonCell
pressure
temperature
ivgtyp
isltyp
coszr
tslb
smois
snowh
xland
lai
u10
v10
vegfra
xice
skintemp
scalars
Apologize for the delayed response.
I would assume that the variables are the same for each RTM no matter if you use RTTOV or CRTM (or any other models I am not aware of...)
CRTM can be downloaded here: Index of /jcsda/CRTM/REL-2.3.0
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