Abstract: Hough functions are the eigensolutions of the linearized primitive equations over a sphere. It can be used for objective analysis of global data and numerical weather prediction, and as tools for the investigation of wave motions in the atmosphere. In this paper global observational data are analysed with Hough harmonic modes. It is found that components of gravity waves are important for analysis of both wind and height fields, especially in low latitude.