Abstract: In view of extracting prediction information from long-term evolution of climate fields, a model equations of describing variables:surfacet emperature, precipitation and 500 hPa height was formulated with emphasis on nonadiabatic heating and precipitation from moisture movement.Furthermore, a self -memorial model to forecast the regional climate, which differs from the nested modeling eneraluse.Preliminary computations indicate that the model demonstrater at herhigher skill of predictions, it shows perspective of realizable approach to forecast short-term regional climate.