Based on data of long-term observations at eight aerological stations, the peculiarities in inter-level correlation of the temperature, humidity and wind in the atmospheric boundary layer over the territory of Western Siberia are described. The problem of small parametric description of vertical structure of the fields of these meteorological parameters using the principal eigenvectors of their correlation matrices is under study.