Methods for studying and describing the flow of complex structure is demonstratåd. Approaches based on spectral methods, on the theory of dynamic systems and on the computational homology methods are considered. All methods were applied to analyze a multiscale convection in a horizontal fluid layer with the temperature dependence of thermal diffusivity. It is shown that full description of the flow of complex structure can be obtained from a combination of different methods and approaches of the flow study.