It introduces a unique method to solve the nonlinear primitive equations of atmosphere. The results may explain successfully the features and mechanisms of all the major large-scale processes in the extratropical troposphere and stratosphere, such as the planetary stationary waves and their low frequency variabilities, the time and zonal mean circulations, the stratospheric sudden warmings and warm pools .......