In this study we compare meteorological observations from a set of different measuring devices with each other in order to derive information about their quality and mutual consistency. We consider data from terrestrial measuring devices, satellite observations, space observations, weather balloons and weather models provided by weather agencies. The results in general show very good accordance and interchangeability between the various solutions.