  We introduce an algebraic multiscale method for two--dimensional problems.
The method uses the generalized multiscale finite element method based on the
quadrilateral nonconforming finite element spaces. Differently from the
one--dimensional algebraic multiscale method, we apply the dimension reduction
techniques to construct multiscale basis functions. Also moment functions are
considered to impose continuity between local basis functions. Some
representative numerical results are presented.
