The invention discloses a sheet material integrating filtering dust removal and catalytic denitration, and a manufacturing method thereof, wherein the sheet material comprises a base sheet capable offiltering flue gas, and a catalyst for denitration is attached to the base sheet. The manufacturing method comprises: 1, mixing polyphenylene sulfide (PPS) fiber and polytetrafluoroethylene (PTFE) fiber to prepare a base sheet; 2, preparing a viscous filtering material from part of the base sheet; 3, preparing nano-scale catalyst powder from the viscous filtering material, Mn, Ce, Zr, Ti, Fe, Cu and other elements; 4, preparing a manganese-based oxide emulsion from the prepared powder; and 5, immersing the base sheet into the manganese-based oxide emulsion to prepare the sheet material. According to the present invention, the sheet material is placed into the cloth bag dust removing device, such that the flue ash in the industrial flue gas can be filtered while the industrial flue gas is subjected to catalytic denitration treatment, the occupation problem is avoided, the investment is low, and the promotion application of the cloth bag dust removal is easily achieved.