The surface element composition and oxidation state of heteropolymer catalysts plays an important role in catalyzing the oxidation of MAL to MAA [
28]. In order to investigate the effect of controllable oxidation state of DBD activation-treated catalysts on the intrinsic nature of the catalytic activity, surface elemental compositions and valence changes of Pre-Catal, MF-Catal and DBD activation-treated catalysts in Ar atmosphere were analyzed by XPS. The spectrums and surface analysis results of V 2P
3/2, N 1s, O 1s and Mo 3d are recorded in
Figs. 2a and
b, Fig. S4 and Table S1 (Supporting information). From
Fig. 2a and Table S1, it can be seen that the peaks appearing near 516.6 eV and 517.6 eV belong to V
4+ and V
5+, respectively [
29]. The V
4+ and V
5+ molar ratios of MF-Catal and DBD(Ar/x)-MF-Catal catalysts increased in the roasting and post-roasting DBD activation treatments, and the DBD(Ar/x)-MF-Catal catalysts showed an increasing trend in the V
4+/V
5+ ratio with the increase of the DBD treatment time in Ar atmosphere, which indicated that the roasting and DBD activation contributed to the transformation of V
5+ oxides to V
4+ oxides in Pre-Catal catalyst. This is attributed to the self-reduction caused by the decomposition of organic matter and amino groups in the heat-treated heteropolymer compounds and DBD inelastic electron collisional activation treatments, which resulted in the formation of more VO
2+ species in the secondary structure and interactions with the Keggin unit. The analysis of O 1s in
Fig. 2b and Table S1 was obtained with spectra around 530.6, 531.7, and 532.8 eV for the three combined oxygen components of the HPAV heteropolymer compounds, corresponding to the surface terminal oxygens, bridging oxygens, and central oxygens (O
t, O
b and O
i), respectively [
30]. The analytical effect of silica-oxygen is ignored here because they are similar species for comparison, whereas yet the silica remains in its pristine steady state during the roasting and activation treatments of DBD. The EPR tests of SiO
2 and DBD(Ar/10)-MF-SiO
2 in
Fig. 2c gained this perspective. After the activation treatments of roasting and DBD, the fine peaks of oxygens changed significantly, the molar ratio of O
t/(O
b+O
i) decreasing, and it significantly decreases with the increase of the activation time of the DBD treatment in argon, suggesting that the activation treatments of roasting and DBD altered the amount of O
t present on the surface. Combined with the accurate analysis of the fine spectra of V 2P
3/2, N 1s (Fig. S4a in Supporting information), O 1s and Mo 3d (Fig. S4b in Supporting information) obtained, this is attributed to the easier cleavage of the V-O
t bonds in HPAV, this conclusion is also demonstrated in subsequent DFT calculations. It increases V-O
t fracture during roasting and DBD activation treatments, fragmenting into more lattice oxygen that spills over to form oxygen vacancies. Based on the detailed analyses of the V, N, O, and Mo elements on the surface of all catalysts, it is obvious that the peaks of each element are shifted towards higher binding energies. This indicates a change in the chemical environment of the surface elements, which is attributed to the activation of roasting and DBD contributed to the reduction and migration from the primary to the secondary structure of vanadium oxides in HPAV. During these activation processes, the V-O
t bond of the HPAV is broken and the V-O
t ligand (dotted oxygen) is oxidized to an O
2 molecule and escapes into the air, causing the reduction of V
5+ and the formation of VO
2+ and oxygen vacancies (VO
X → VO
2+ + O), which increases the concentration of VO
2+ and oxygen vacancies (
Fig. 1b). When analyzed in conjunction with the performance graphs of the activity tests, this may contribute to improving the catalytic activity of the oxidation reaction and is the main catalytically active site. These phenomena are in good agreement with the classical variants reported earlier [
31].