Possibilities of constructing an information-analytical system for identification of clouds and cloud ensembles aiming at analysis of weather conditions in the low and middle troposphere are considered. A combined approach is proposed, which includes numerical simulation of cloud ensembles and obtaining of standards for comparison with actual cloud distributions.