“…The calculated ΔD values of CuCe/TiO 2 -ZrO 2 are found in the following order: CuCe/TiO 2 -ZrO 2 -UI (0.346) < CuCe/TiO 2 -ZrO 2 -SI (0.466), that is to say, the former owns a lower degree of complexity. It is reported that surface roughness, AFM images and fractal dimensions are related to each other [60] . Therefore, the complexity of the catalyst was measured by AFM, and the corresponding results shown in Fig.…”