The invention discloses a catalyst for selective catalytic reduction denitration and a preparation method thereof, and the preparation method comprises the following steps: weighing titanium dioxide, adding stearic acid and lactic acid, and uniformly performing stirring and mixing; adding ammonia water, deionized water, glass fiber and broad-leaved tree pulp into the mixed material, adding hot oxalic acid solution of ammonium metavanadate, ammonium paratungstate and ethanolamine into the mixed material, performing mixing, adding acetic acid solution of cerium carbonate and manganese carbonate, performing stirring and mixing, adding calcium silicate and barium sulfate, and adding a carboxymethyl cellulose aqueous solution, ethylene oxide and deionized water; adjusting the pH value of the solution by adopting ammonia water, and shaping, drying and calcining the mixed material after vacuum treatment to obtain the catalyst. The catalyst is reasonable in component, simple in process and controllable in cost, and by adding cerium oxide and manganese dioxide into the vanadium-titanium-tungsten-based denitration catalyst, the SO2 conversion rate of the vanadium-based catalyst is reduced, the use temperature range of the vanadium-based catalyst is widened, and the denitration efficiency of the catalyst under the low-temperature effect is improved.