The possibilities of using space sounding materials to assess the residual prospects of the Alexandria district with the colliery mineralization are considered. The data on its genesis and structural forms of control were used as a basis. The materials were processed by various methods, informative features were identified, and prognostic and prospecting models were formed, which made it possible to assess the prospects of the area.