The chemical species and valence states of Co
3O
4, FeCo, Ru/Co
3O
4 and Ru/FeCo were characterized by XPS. The full-spectrum of Ru/FeCo confirms the presence of Ru, Fe, Co and O elements (Fig. S4 in Supporting information), which was consistent with STEM-EDX and SEM-EDX. In the high-resolution XPS spectrum of Co 2p (
Fig. 2a), Co 2p
3/2 and Co 2p
1/2 core levels appear at 777.0–785.0 eV and 792.5–801.0 eV, respectively [
29,
30], and the peaks of Ru/FeCo shift to high binding energy. According to the Gaussian fitting method, the two main peaks can be fitted into four peaks. Among them, the fitting peaks at 797.2 eV and 795.6 eV are attributed to Co
2+ and Co
3+ corresponding to the Co 2p
1/2. However, the other two fitting peaks at 781.5 eV and 780.2 eV are associated with the Co
2+ and Co
3+ of Co 2p
3/2 [
31]. The spin-orbital splitting 15.1 eV and 15.5 eV are characteristic of the existence of both Co
3+ and Co
2+, respectively [
32]. In addition, the Co
2+/Co
3+ ratio (
Fig. 2e) of Co
3O
4, FeCo, Ru/Co
3O
4 and Ru/FeCo is 0.859, 0.901, 1.255 and 1.313, respectively. It can be concluded that Fe
3+ mainly occupies the octahedral field of Co
3+, in accordance with the decreased proportion of Co
3+ [
23,
24], and the MSI of Ru/Co
3O
4 and Ru/FeCo leads to the formation of more defective Co
2+ sites. In the spectrum of the Fe 2p (
Fig. 2b), two distinct peaks are ascribed to Fe 2p
3/2 and Fe 2p
1/2, respectively. The peaks located at around 711.5 eV and 713.8 eV are associated with the Fe
2+ and Fe
3+ cations of 2p
3/2 whereas the peaks occurred at around 722.1 eV and 725.8 eV were the characteristic peaks of Fe
2+ and Fe
3+ cations of 2p
1/2 [
33,
34]. Additionally, the satellite peaks ascribed to Fe
2+ and Fe
3+ were also observed. Thus the valence of iron in Fe-doped cobalt oxide in this work should be the coexistence of divalent and trivalent. Meanwhile, Ru
0 were detected in both Ru/Co
3O
4 and Ru/FeCo (
Fig. 2c), the according peaks of Ru 3p were located at 461.9 eV and 484.2 eV [
35]. This positive shift of Ru 3p binding energy is consistent with the positive shift of Co 2p spectrum for Ru/FeCo indicating Fe-doping improves electron transfer between Ru NPs and supports, which helps Ru atoms keep in electron-poor state and is beneficial to the improvement of catalytic activity. The O 1s spectra of all catalysts are presented in
Fig. 2d, which is mainly de-convoluted into two peaks corresponding to different oxygen species on the catalysts. As previously reported, the peak at BE of 528.9–530.2 eV and 530.9–531.7 eV were characteristic of lattice oxygen (O
α,
i.e., O
2−) and defective oxygen (O
β,
i.e., O
−, or O
22−), respectively. Sometimes with a shoulder peak at 532.3–533.1 eV ascribed to hydroxyl species (OH) or adsorbed water species present as contaminants (O
γ) [
36-
38]. The defective oxygen species O
β/(O
α + O
β + O
γ) ratio (
Fig. 2f) was 0.308 in Co
3O
4 catalysts, whereas the Ru/FeCo catalysts presented the ratio with 0.436. The increase in defective oxygen, which indicated that the generation of more oxygen vacancies, can be attributed to the MSI.