To run and test an SCM, I would like to have data for the profiles of temperature and specific humidity as well as the large scale winds and the advective tendencies of temperatures and humidity. I also need the surface pressure. To test the model , I would also like to have measurement of the precipitations, as well as the integrated water vapour, liquid water path and ice water path. 

For the moment I'm using data from dedicated ARM measurement campaigns (SGP site), which are very interesting but cover only quite short periods of time (of a few weeks each). Does anyone know other dataset suitable for forcing and testing an SCM (eventually over a longer period of time) ? 

Either I could also use re-analysis (not sure if they provide tendencies, and the temporal resolution is usually quite low) or model outputs.

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