Summary: We use the Shannon scale basis function to construct a numerical method for solving two-dimensional heat conduction problems. The proposed method is introduced to describe the heat conduction equations, which leads to sparse matrices. The accuracy of the method is demonstrated by a test problem. The numerical result found is in good agreement with the exact solution.