In order to obtain high absorption in aluminum substrate, two kinds of high absorbers were designed based on guided mode resonance grating structure.The finite difference time domain method was used to calculate the properties of these two structures.One absorber was achieved by a single layer grating structure which has two high absorption peaks at 531nm and 682nm.