What is a simple methodology to verify the satellite imagery and scientific validity of the imagery
If you are using the satellite image to identify difference cloud types, then the best way to compare the types of clouds on the satellite visa vis the station observations. For instance if you're looking at water clouds on the satellite then definitely the station observation should report low level clouds mostly stratiform (St,Sc)