A non-hydrostatic model is proposed that takes into account water and air compressibility. The numerical algorithm for solution of the problem is based on the method of splitting into the physical processes and geometrical variables. The model can be used in studying and forecasting meso- and microclimate conditions with the account of anthropogenic effects.