The book contains a modern exposition of dimension analysis and similarity theory with numerous examples of varying degrees of complexity. The presented new approaches to the analysis of dimensions and the hypothesis of automodality of a new type are used to study a number of problems (in particular, turbulent currents in the surface layer of the atmosphere and the wall layer of turbulent flow with transverse shear, the dynamics of turbulent spots in a liquid with highly stable stratification, etc.).