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Article  |  Open Access  |  4 Feb 2026

Molybdenum and fluorine co-doping induces lattice oxygen activation in Ni-Fe spinel oxides for enhanced oxygen evolution

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Energy Mater. 2026, 6, 600014.
10.20517/energymater.2025.189 |  © The Author(s) 2026.
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Abstract

The oxygen evolution reaction (OER) is a critical process in electrochemical water splitting, yet challenging in activation of lattice oxygen oxidation mechanism (LOM) for cost-effective transition metal oxides, in which strong metal-oxygen (M-O) bonds inherently inhibit lattice oxygen reactivity. Here, we design a molybdenum/fluorine (Mo/F) co-dopant in NiFe2O4 spinel to engineer the electronic structure via an LOM pathway. The incorporation of high-valence Mo and highly electronegative F collaboratively optimizes the electronic configuration of Ni/Fe sites, facilitating the formation of stable high-valent metal species and effectively weakening the M-O bonds. This synergy not only results in faster OER kinetics but also promotes oxygen vacancy formation, thereby enabling direct lattice oxygen involvement. Real-time 18O-labeled differential electrochemical mass spectrometry coordinates with in-situ electrochemical impedance spectroscopy conclusively verify the activation of the LOM. The Mo/F-NiFe2O4 catalyst exhibits outstanding OER performance, requiring low overpotentials of 247 and 311 mV to achieve current densities of 50 and 100 mA cm-2, respectively. Remarkably, it demonstrates exceptional durability in seawater electrolytes, operating steadily for over 300 h at a high current density of 100 mA cm-2. This work provides a general and effective doping strategy to activate the LOM in robust oxide catalysts, paving the way for efficient hydrogen production from both pure water and seawater resources.

Keywords

NiFe2O4; cation-anion co-dopants; electrocatalysis; oxygen evolution reaction; lattice oxygen mechanism

INTRODUCTION

Green hydrogen, widely recognized as a clean and sustainable energy carrier, plays a pivotal role in the global transformation of the energy landscape[1-3]. The primary environmentally friendly and energy-effective strategy for large-scale production of hydrogen is water electrolysis driven by renewable energy sources[4-7]. However, the overall efficiency of this process is substantially constrained by the sluggish kinetics of the anodic oxygen evolution reaction (OER)[8-10] since it involves a complex four-electron transfer process. The sluggish kinetics necessitate high overpotentials in electrolyzers, leading to significant energy loss, not conducive to achieving global target of carbon peak and carbon neutrality[11-13]. This reaction predominantly follows the adsorbate evolution mechanism (AEM), in which oxygen-containing intermediates are sequentially adsorbed and desorbed at the same active site on the catalyst surface[14,15]. This pathway establishes intrinsic linear scaling relationships among the adsorption energies of these intermediates, thereby imposing a fundamental thermodynamic overpotential limit on the OER[16,17]. To overcome this limitation, the lattice oxygen oxidation mechanism (LOM) has emerged as a promising alternative[18,19]. By enabling direct participation of lattice oxygen from the catalyst in molecular oxygen formation, LOM bypasses the scaling relations inherent in AEM and offers a viable route to significantly enhance intrinsic OER activity[20-22]. Therefore, developing earth-abundant, cost-effective catalysts capable of activating lattice oxygen is crucial for scalable water splitting technologies.

In recent years, spinel oxides, particularly iron-based spinel (e.g., FeCo2O4, NiFe2O4, etc.), have emerged as highly promising electrocatalysts for the OER due to their low cost, earth abundance, and excellent electrical conductivity[23-25]. However, their intrinsic stable electronic structures and strong metal-oxygen bonds typically constrain the OER to the conventional AEM pathway, which limits catalytic efficiency[26,27]. This fundamental limitation highlights the critical need for precise electronic structure modulation to weaken metal-oxygen bonding and facilitate lattice oxygen activation, thereby promoting the transition from AEM to the more favorable LOM[28,29]. Heteroatom doping is widely recognized as an effective approach to modulate the electronic structure and enhance catalytic activity[30-33]. Among various dopants, high-valence molybdenum (Mo) and highly electronegative fluorine (F) have drawn significant attention due to their unique electronic characteristics[34-37]. Specifically, high-valence Mo can partially substitute metal cations in AB2O4 spinel lattice, effectively altering the electronic distribution and creating electron-rich or electron-deficient domains of catalyst interface, thereby optimizing the intrinsic activity for water oxidation[38,39]. Concurrently, the strong electron-withdrawing nature of F tends to distort the M-O bonding network, which facilitates lattice oxygen activation and promotes the LOM pathway[40,41]. Furthermore, the large-scale application and commercialization of alkaline water electrolysis require catalysts with not only high intrinsic activity but also long-term stability under practical operating conditions. However, under high current density operation, catalytic performance is often limited by structural degradation. Therefore, the development of spinel-based catalysts featuring precisely engineered structures, enhanced catalytic efficiency, and exceptional durability is crucial for sustainable water splitting at industrially relevant current densities - yet significant challenges remain.

In this study, we introduced molybdenum and fluorine dopants into the nickel-iron-based spinel (Mo/F-NiFe2O4), aiming to enhance the oxygen evolution from a LOM pathway by cation-anion co-doping. Mo/F co-doping effectively elevates the valence band maximum of NiFe2O4, promoting activation of the LOM pathway during electrochemical OER. The Mo/F-NiFe2O4 catalyst shows excellent OER performance with low overpotentials of 247 and 311 mV to reach current densities of 50 and 100 mA cm-2, respectively. It also exhibits remarkable stability in seawater electrolytes, maintaining stable operation for over 300 h at 100 mA cm-2. Synchrotron radiation-based characterization and electron energy loss spectroscopy (EELS) confirmed the effective incorporation of Mo and F dopants, which promoted the formation of high-valence metal centers within the host lattice. X-ray photoelectron spectroscopy (XPS) and valence band measurements revealed that synergistic Mo/F co-doping shifted the maximum valence band (VBM) closer to the Fermi level. The upward VBM shift indicates a favorable electronic structure modification in the vicinity of the Fermi level, which is consistent with the observed changes in metal oxidation states from core-level spectroscopy and facilitates the activation of the LOM. Comprehensive electrochemical and physicochemical characterizations, supported by in situ electrochemical impedance spectroscopy (EIS) and 18O-labeled differential electrochemical mass spectrometry (DEMS), consistently demonstrated that Mo/F co-doping effectively modulates the AB2O4 lattice to enhance lattice oxygen reactivity, accelerate reaction kinetics, and improve charge transfer efficiency. This work thus presents a highly efficient, fundamentally advanced, and scalable catalyst for the alkaline OER.

EXPERIMENTAL

Synthesis of Mo/F-NiFe2O4

First, nickel foam (NF) was pretreated and cut into pieces with size of 3 cm × 5 cm. 1.5 mmol of nickel nitrate hexahydrate, 3 mmol of ferric nitrate nonahydrate, 0.15 mmol of ammonium molybdate, 8 mmol of urea, 4 mmol of ammonium fluoride, and 2 mmol of glucose were dissolved in 35 mL of deionized water and magnetically stirred at room temperature for 0.5 h to ensure complete dissolution and homogeneity. The resulting solution was transferred to a 50 mL Teflon-lined stainless-steel autoclave containing the prepared NF substrate and heated at 120 °C for 12 h. After natural cooling to room temperature, the obtained precursor was thoroughly washed with deionized water and ethanol to remove residual ions, followed by vacuum drying at 60 °C. Finally, the dried precursor was annealed in a tube furnace under an argon atmosphere at a heating rate of 2 °C min-1 to 350 °C and held at that temperature for 2 h, yielding the Mo/F-NiFe2O4 catalyst.

Comparative catalysts including Mo-NiFe2O4, F-NiFe2O4, and NiFe2O4 were synthesized via the same approach without introducing ammonium fluoride, ammonium molybdate, or both, respectively.

RESULTS AND DISCUSSION

Scanning electron microscopy (SEM) was applied to study the microstructural evolution of various NiFe2O4-based catalysts. As illustrated in Figure 1A, pristine NiFe2O4 displays a flower-like morphology consisting of two-dimensional nanosheets with smooth surfaces. Upon Mo doping [Figure 1B], the overall flower-like architecture is retained; however, the nanosheets exhibit increased surface wrinkling and are decorated with small particles, resulting in enhanced surface roughness. In the case of F-doped NiFe2O4 [Figure 1C], the nanosheet-assembled flower-like structures demonstrate a significantly rougher surface, with well-distributed nanoparticles evident across the framework. In contrast, the Mo/F-NiFe2O4 [Figure 1D] preserves the flower-like morphology while displaying smoother, thinner and cleaner nanosheets, indicating that synergistic Mo and F co-doping effectively regulates the anisotropic growth of crystal planes. Scanning transmission electron microscopy (STEM) and high-resolution transmission electron microscopy (HRTEM) were further employed to investigate the detailed microstructure at higher magnifications. As shown in Figure 1E and Supplementary Figure 1A-D, all NiFe2O4-based catalysts exhibit nanosheet-like morphologies, consistent with the SEM observations. In Figure 1F, Mo/F-NiFe2O4 displays lattice fringes with spacings of 0.19 and 0.25 nm, which are assigned to the (1 3 3) and (3 1 1) planes of NiFe2O4, respectively, confirming its high crystallinity. This finding is further corroborated by the selected-area electron diffraction (SAED) pattern in Figure 1G, where distinct diffraction spots can be indexed to the ($$\overline{2}$$ 2 $$\overline{2}$$), (1 3 $$\overline{1}$$), and (3 1 1) planes of NiFe2O4. In comparison, Supplementary Figure 2A-C displays the HRTEM images of the other three catalysts. The NiFe2O4 exhibits lattice spacings of 0.24 and 0.25 nm, corresponding to the ($$\overline{2}$$ 2 $$\overline{2}$$) and (1 3 $$\overline{1}$$) lattice planes, respectively; the Mo-NiFe2O4 sample shows lattice spacings of 0.21 and 0.24 nm, corresponding to the (4 0 0) and (2 2 2) planes; while the F-NiFe2O4 sample also reveals lattice spacings of 0.21 and 0.25 nm, indexed to the (4 0 0) and (2 2 2) planes of NiFe2O4. Supplementary Figure 3A-C presents the corresponding SAED patterns, all of which are in good agreement with the HRTEM observations, further confirming the spinel structure of NiFe2O4. Energy-loss spectroscopy (EELS) spectra [Figure 1H] show that both the Ni-L and Fe-L edges, arising from 2p → 3d electronic transitions, shift to higher energy losses upon Mo/F co-doping relative to the pristine spinel. This shift indicates an increase in the average oxidation states of Ni and Fe, as well as enhanced metal–oxygen covalency, driven by electron redistribution among Ni, Fe, Mo, and F species. Figure 1I presents the annular dark field (ADF)-STEM image and corresponding elemental mapping images of the Mo/F-NiFe2O4 catalyst, revealing a homogeneous distribution of Mo and F throughout the structure. Consistently, Supplementary Figure 4 further confirms the uniform incorporation of Mo and F dopants.

Molybdenum and fluorine co-doping induces lattice oxygen activation in Ni-Fe spinel oxides for enhanced oxygen evolution

Figure 1. Morphology and structure characterizations of NiFe2O4-based catalysts. SEM images of (A) NiFe2O4, (B) Mo-NiFe2O4, (C)F-NiFe2O4 and (D) Mo/F-NiFe2O4; (E) TEM image, (F) iFFT-filtered HRTEM image, and (G) SAED pattern of Mo/F-NiFe2O4; (H) Ni L-edge and Fe L-edge EELS spectra of NiFe2O4, Mo-NiFe2O4, F-NiFe2O4 and Mo/F-NiFe2O4; (I) ADF-STEM and corresponding EELS maps of Mo/F-NiFe2O4.

The phase structure and chemical composition of the NiFe2O4-based catalysts was further investigated at bulk aspects. The X-ray diffraction (XRD) pattern shown in Supplementary Figure 5A displays diffraction peaks at 30.3°, 35.6°, and 63.1°, assigned to the (220), (311), and (440) crystal planes of NiFe2O4 spinel (PDF No. 10-0325), respectively. In addition, weak diffraction peaks observed at 44.2°, 51.2°, and 76.4° correspond to the (111), (200), and (220) planes of metallic Ni (PDF No. 04-0850), which are attributed to the underlying NF substrate. Meanwhile, as shown in Figure 2A, Supplementary Figure 5, and Supplementary Table 1, the refined lattice parameter increased from 8.32163 Å (NiFe2O4) to 8.34101 Å for the Mo/F-NiFe2O4. This lattice expansion provides direct structural evidence for the successful incorporation of Mo and F into the spinel framework. To further verify the phase composition and surface chemical states, XPS measurements were performed. As shown in Supplementary Figure 6, the survey XPS spectrum confirms the presence of Ni, Fe, O, Mo, and F in the heteroatom-doped catalysts. As shown in Supplementary Table 2, relative to the undoped NiFe2O4 (23.29%), F-doping significantly increases the surface oxygen content (63.12%), while Mo-doping alone results in a considerably smaller change (29.45%). Importantly, the Mo/F co-doped catalyst attains an optimal, intermediate oxygen content (33.54%). This state of balance is of crucial importance as it adequately activates the lattice oxygen mechanism to boost activity while preventing excessive lattice oxygen that might undermine structural stability during operation[42]. High-resolution O 1s spectra of different catalysts are presented in Figure 2B, revealing three distinct peaks at 529.8, 531.2, and 532.3 eV, assigned to lattice oxygen (M-O), oxygen vacancies (OV), and adsorbed water species, respectively[43]. The specific atomic content of different oxygen species can be seen in Supplementary Table 3. Notably, the binding energy of the M-O peak gradually decreases with Mo and F doping. Specifically, the Mo/F-NiFe2O4 exhibits a 0.50 eV negative shift compared to pristine NiFe2O4, whereas the single-doped Mo-NiFe2O4 and F-NiFe2O4 samples display smaller shifts of 0.30 and 0.10 eV, respectively. As shown in Supplementary Figure 7, the Ni 2p spectrum exhibits characteristic peaks at 852.8, 855.2, 856.4, 861.1 and 863 eV, which are attributed to Ni0, Ni2+, Ni3+, and the satellite peak, respectively[44-46]. Likewise, Supplementary Figure 8 presents the Fe 2p spectrum with distinct peaks at 710.8, 713.2, and 717.3 eV, assigned to Fe2+, Fe3+, and their corresponding satellite feature[47-49], respectively. To confirm the successful incorporation of Mo and F dopants, Mo 3d and F 1s XPS spectra were acquired. As shown in Supplementary Figure 9, the Mo 3d spectra of both Mo-NiFe2O4 and Mo/F-NiFe2O4 exhibit well-resolved doublet peaks at 232.1 and 235.2 eV, which are assigned to Mo 3d5/2 and Mo 3d3/2, respectively, confirming the presence of Mo6+ species[50,51]. Similarly, the high-resolution F 1s spectra [Supplementary Figure 10] display a sharp peak at 684.0 eV, which is characteristic of M-F, thereby verifying the successful substitution of F into the crystal structure[52]. To investigate the impact of doping on the electronic band structure, XPS valence band spectra were analyzed [Figure 2C]. The energy difference between the VBM and the Fermi level is 1.25 eV for pristine NiFe2O4. In contrast, the VBM of Mo/F-NiFe2O4 shifts upward to 0.97 eV, whereas Mo-NiFe2O4 and F-NiFe2O4 exhibit smaller shifts of 1.18 and 1.21 eV, respectively. This upward shift in the VBM of the Mo/F co-doped sample suggests a reduced difficulty in excitation of valence electrons to the Fermi level, promoting more efficient charge transfer and accelerating reaction kinetics. As a result, Mo/F-NiFe2O4 demonstrates reduced charge-transfer resistance and improved intrinsic OER activity. X-ray absorption spectroscopy (XAS) based on synchrotron radiation was employed to study the local coordination environment and valence state variations of the catalysts. As shown in Figure 2D, the Mo/F-NiFe2O4 exhibits a higher Ni K-edge energy compared to both NiFe2O4 and Ni foil, indicating that the dual synergistic modulation by Mo and F promotes the formation of higher-valence Ni species in NiFe2O4. These high-valence Ni species are conducive to enhancing the intrinsic OER activity and facilitating the activation of the LOM[53,54]. The k3-weighted Fourier-transformed extended X-ray absorption fine structure (FT-EXAFS) spectra of Mo/F-NiFe2O4 and pristine NiFe2O4 [Figure 2E] reveal not only the characteristic Ni-O and Ni-Ni coordination shells but also additional Ni-Mo and Ni-F scattering paths, further confirming the successful incorporation of Mo and F into the lattice structure[54]. This structural modification suggests that under dual modulation of Mo and F, the Ni-O bond energy is reduced, facilitating bond cleavage. These observations are supported by wavelet transform (WT) analyses in Figure 2F and Supplementary Figure 11. Similarly, as shown in the Fe K-edge of Figure 2G, Mo/F-NiFe2O4 exhibits a higher oxidation state at the Fe K-edge compared to both NiFe2O4 and Fe foil, further indicating that the synergistic incorporation of Mo and F promotes the formation of higher-valence Fe species in NiFe2O4, which is conducive to activating the LOM[55]. The FT-EXAFS spectra [Figure 2H] of Mo/F-NiFe2O4 and pristine NiFe2O4 reveal additional Fe-M and Fe-F coordination shells beyond the typical Fe-O and Fe-Fe bonds, providing direct evidence for the successful doping of Mo and F into the structure. Furthermore, the dual modulation by Mo and F weakens the Fe-O bond strength, thereby facilitating its cleavage during catalytic processes[55]. These observations are consistent with the WT analyses presented in Figure 2I and Supplementary Figure 12.

Molybdenum and fluorine co-doping induces lattice oxygen activation in Ni-Fe spinel oxides for enhanced oxygen evolution

Figure 2. Physical properties of Mo/F-NiFe2O4. (A) XRD Rietveld refinement patterns; (B) High-resolution O 1s XPS spectrum; (C) XPS valence band spectrum; (D) XANES spectra of Ni K-edge; (E) Ni R-space EXAFS spectra; (F) WT analysis of Mo/F-NiFe2O4; (G) XANES spectra of Fe K-edge; (H) Fe R-space EXAFS spectra; (I) WT analysis of Mo/F-NiFe2O4.

The electrocatalytic OER performance of the synthesized NiFe2O4-based catalysts and commercial RuO2 was evaluated in 1.0 M KOH solution. As shown from the polarization curves in Figure 3A and Supplementary Figure 13, Mo/F-NiFe2O4 exhibits superior OER activity compared with all other catalysts synthesized under the same conditions and RuO2. Specifically, Mo/F-NiFe2O4 delivers current densities of 50 and 100 mA cm-2 at overpotentials of 245 and 311 mV, which are significantly lower than those of Mo-NiFe2O4, F-NiFe2O4, NiFe2O4, and commercial RuO2 [Figure 3B]. The Tafel slope was further employed to assess the electron transfer kinetics during the OER, in which Mo/F-NiFe2O4 exhibits the lowest Tafel slope (49.68 mV dec-1) among the tested catalysts, compared to Mo-NiFe2O4 (53.78 mV dec-1), F-NiFe2O4 (67.24 mV dec-1), and NiFe2O4 (71.15 mV dec-1), indicating more efficient OER kinetics under alkaline conditions [Figure 3C]. The properties at the catalytic interface were studied via evaluation of the electrochemical active surface area (ECSA) and normalized kinetic current (jKnorm) since the ECSA is linearly proportional to the double-layer capacitance (Cdl) at non-Faradic potential range. Cyclic voltammetry (CV) curves with a non-Faradic potential range of 0.5 V-0.6 V at varying scan rates [Supplementary Figure 14]. As illustrated in Figure 3D, Mo/F-NiFe2O4 exhibits a Cdl value of 2.11 mF cm-2, which is higher than that of NiFe2O4 (1.46 mF cm-2) and NF (1.14 mF cm-2), but much lower than those of Mo-NiFe2O4 (18.20 mF cm-2) and F-NiFe2O4 (5.45 mF cm-2). This indicates that Mo/F co-doping does not confer a substantial advantage in terms of ECSA. The higher Cdl values observed for Mo-NiFe2O4 and F-NiFe2O4 can be attributed to their comparatively rougher nanoparticle morphologies, as revealed by the SEM images in Figure 1. However, when the kinetic current density (j) is normalized by the Cdl value at a fixed potential of 1.48 V, Mo/F-NiFe2O4 displays the highest jKnorm value (24.31 mA mF-1), outperforming Mo-NiFe2O4 (1.75 mA mF-1), F-NiFe2O4 (5.12 mA mF-1), NiFe2O4 (15.54 mA mF-1) and NF (0.12 mA mF-1). This result clearly demonstrates that the superior intrinsic OER activity of Mo/F-NiFe2O4 stems from its optimally engineered electronic structure with appropriate ECSA. To elucidate the kinetic differences, EIS was employed to evaluate the charge transfer kinetics during the OER [Figure 3E]. As shown in Supplementary Figure 15, the equivalent circuit model was used to deconvolute the two distinct electrochemical processes occurring at the electrode/electrolyte interface. Among all synthesized catalysts, Mo/F-NiFe2O4 exhibits the lowest charge transfer resistance (Rct) of 3.1 Ω, which is lower than those of Mo-NiFe2O4 (3.6 Ω), F-NiFe2O4 (3.7 Ω), and pristine NiFe2O4 (3.8 Ω), indicating superior charge transfer efficiency and enhanced OER kinetics. In addition to activity, stability represents another critical parameter for assessing OER performance. The long-term durability of Mo/F-NiFe2O4 was evaluated through a chronopotentiometric test (V-t curve) at a high current density of 100 mA cm-2 [Figure 3F]. The catalyst exhibited stable OER performance over 130 h of continuous operation, underscoring its exceptional durability. Notably, the OER performance of Mo/F-NiFe2O4 outperforms that of most recently reported alkaline OER catalysts in the literature [Figure 3G and Supplementary Table 4].

Molybdenum and fluorine co-doping induces lattice oxygen activation in Ni-Fe spinel oxides for enhanced oxygen evolution

Figure 3. OER catalytic performance of Mo/F-NiFe2O4. (A) Polarization curves; (B) Histogram of overpotentials at current densities of 50.0 and 100.0 mA cm-2; (C) Tafel plots; (D) Dot-line plots of Cdl (blue), and jKnorm (red) at potential of 1.48 V; (E) Nyquist plots; (F) Time-dependent potential curves at a constant current density of 100 mA cm-2 for over 130 h; (G) A comprehensive comparison of with recently reported other catalysts.

To verify whether Mo/F-NiFe2O4 activates the LOM during the OER, DEMS measurements were performed in real-time on both Mo/F-NiFe2O4 and pristine NiFe2O4 [Figure 4A and B]. Using 99.99% H218O as the solvent in a 1 M KOH electrolyte, a distinct signal was detected at m/z = 34 (16O18O) for Mo/F-NiFe2O4 during OER, whereas the signal at m/z = 36 (18O2) was negligible. In contrast, pristine NiFe2O4 showed no detectable signal at m/z = 34 but exhibited a prominent peak at m/z = 36 (18O2), indicating exclusive involvement of labeled oxygen from the electrolyte. These results clearly demonstrate that the synergistic modulation of Mo and F promotes the activation of the LOM in NiFe2O4 spinel, thereby significantly enhancing its intrinsic catalytic activity. To observe the structural evolution after the stability test, Raman spectroscopy was conducted before and after OER stability test. As clearly shown in Figure 4C, the pre-reaction sample displayed distinct characteristic peaks at approximately 621 and 1,154 cm-1, which corresponded to NiFe2O4. In sharp contrast, the post-reaction catalyst presented a double peak around 551 and 678 cm-1. Previous research findings indicate that these peaks correspond to the characteristic peaks of NiFeOOH, which strongly suggests a certain degree of surface reconstruction at the interface during the reaction[26]. To further confirm the occurrence of surface reconstruction, XPS characterization was carried out on Mo/F-NiFe2O4 before and after the OER stability test. As depicted in Figure 4D and E, the relative content of oxygen vacancy species in the post-reconstruction sample increased from 50.07% to 61.21%, whereas the content of lattice oxygen species decreased from 26.01% to 6.77%. This firmly confirms the occurrence of surface reconstruction and further validates the LOM pathway. Furthermore, to gain deeper insight into the kinetic behavior of the catalytic process, in situ EIS was conducted [Figure 4F-I]. Analysis of the relaxation time and impedance magnitude reveals that Mo/F-NiFe2O4 exhibits the lowest Rct and the fastest reaction kinetics among all catalysts, outperforming Mo-NFe2O4, F-NiFe2O4 and pristine NiFe2O4. These findings confirm that the superior intrinsic activity and accelerated reaction kinetics of Mo/F-iFe2O4 are directly attributed to the activation of the LOM.

Molybdenum and fluorine co-doping induces lattice oxygen activation in Ni-Fe spinel oxides for enhanced oxygen evolution

Figure 4. Verification of the LOM pathway and interface changes of Mo/F-NiFe2O4. DEMS of (A) Mo/F-NiFe2O4 and (B) NiFe2O4; (C) Raman spectra ; (D) High-resolution XPS O 1s spectra; (E) Relative content of the different oxygen species of the Mo/F-NiFe2O4 before and after stability test; In-situ impedance testing diagram with corresponding relaxation time distribution diagram of (F) NiFe2O4, (G) Mo-NiFe2O4, (H) F-NiFe2O4 and (I) Mo/F-NiFe2O4.

A two-electrode configuration was employed to evaluate the potential of the electrocatalyst for overall water splitting, in which the synthesized catalyst served as anode and commercial Pt/C as cathode. In this configuration, water oxidation occurs at the anode, where OH- ions are converted into O2, while hydrogen evolution takes place at the cathode, producing H2. Electrochemical measurements were performed in both 1.0 M KOH and alkaline seawater electrolytes. As shown in Figure 5A, under 1.0 M KOH conditions, the polarization curves of the optimized Mo/F-NiFe2O4 and commercial RuO2 were performed for comparison. Specifically, the overall water-splitting voltages for Mo/F-NiFe2O4 were 1.54 and 1.59 V at current densities of 50 and 100 mA cm-2, respectively, lower than those of commercial RuO2 (1.60 and 1.66 V). Meanwhile, as illustrated in Figure 5B, in alkaline seawater, Mo/F-NiFe2O4 achieved a current density of 100 mA cm-2 at only 1.65 V, highlighting its superior intrinsic catalytic activity. Considering working stability is another key criterion for assessing catalytic performance, the stability test at both alkaline and alkaline seawater electrolytes was performed. As shown in Figure 5C, the chronoamperometric test in 1.0 M KOH revealed that Mo/F Mo/F-NiFe2O4 exhibited negligible voltage fluctuations over 300 h of continuous operation. Similarly, Figure 5D demonstrates that under alkaline seawater conditions, Mo/F-NiFe2O4 maintained exceptional stability for more than 300 h at a high current density of 100 mA cm-2, demonstrating excellent adaptability to complex environments and practical potential for industrial production. Additionally, to further evaluate the catalyst’s resistance to chlorine-related side reactions and OER-related Faraday efficiency (FE), iodination colorimetric reaction was performed. As shown in Supplementary Figure 16, Mo/F-NiFe2O4 exhibited negligible color change after exposure to the post-reaction electrolyte solution. In contrast, RuO2 turned pale yellow after the stability test. This indicates that Mo/F-NiFe2O4 possesses excellent performance in suppressing competing chlorine (ClO-) side reactions. The oxygen FE of Mo/F-NiFe2O4 was calculated using the displacement gas collection method [Supplementary Equation 2]. The pre-reaction FE [Supplementary Figure 17] was 96.6%, while the post-reaction efficiency was 93.1%, showing no significant decrease and demonstrating the outstanding OER stability of Mo/F-NiFe2O4.

Molybdenum and fluorine co-doping induces lattice oxygen activation in Ni-Fe spinel oxides for enhanced oxygen evolution

Figure 5. Overall water splitting performance of Mo/F-NiFe2O4. (A) Polarization curves in 1.0 M KOH; (B) Polarization curves in 1.0 M KOH + Seawater; (C) Illustration of chronopotentiometric stability test in 1.0 M KOH. (D) Illustration of chronopotentiometric stability test in 1.0 M KOH + Seawater.

CONCLUSIONS

In summary, Mo/F-NiFe2O4 was successfully constructed for the OER in alkaline media. Mo/F co-doping modulated the electronic structure, increased Ni/Fe oxidation states, and shifted the VBM upward, inducing electron redistribution and weakening metal-oxygen bonds, thereby facilitating M-O bond formation and cleavage during catalysis. Furthermore, Mo/F-NiFe2O4 catalyst effectively activated LOM, leading to accelerated reaction kinetics and enhanced intrinsic activity. Owing to these synergistic effects, the optimized Mo/F-NiFe2O4 catalyst delivered a low overpotential of 247 mV at 50 mA cm-2, and outstanding long-term stability over 130 h at 100 mA cm-2, surpassing both pristine NiFe2O4 and single-doped counterparts. Practical water-splitting in both alkaline and alkaline seawater demonstrated improved activity and stability. This work shows case insights into how dual anion-cation co-dopants in regulating lattice oxygen participation in the OER, offering valuable guidance for practical water electrolysis applications.

DECLARATIONS

Acknowledgments

The authors thank the Analytical and Testing Center of Qingdao Agricultural University for allowing the use of its facilities. We also thank Beijing SciStar Technology Co., Ltd. for XAFS measurements and analysis. Furthermore, Nicolosi, V. and Guo, X. acknowledge the Advanced Microscopy Laboratory (AML) at CRANN for access to their facilities.

Authors’ contributions

Made substantial contributions to design of the study and performed writing: Min, X.; Wang, L.; Wang, J.

Assist in processing and analyzing data: Min, X.; Wang, L.; Liu, H.; Liu, X.; Guo, X.; Nicolosi, V.

Collected literature: Wang, L.; Liu, H.; Guo, X.; Cheng, Y.

Assist in collecting literature and researching the background: Min, X.; Wang, L.; Liu, H.

Made substantial contributions to conception of the study and provided financial support: Min, X.; Wang, J.

Revised the logic and grammar of the article: Nicolosi, V.; Wang, J.

Availability of data and materials

The relevant data and materials for the results of this study can be obtained from the first author or corresponding author upon reasonable request.

Financial support and sponsorship

This work was financially supported by the Natural Science Foundation of Shandong Province (Nos. ZR2022QB028 and ZR2025MS141), the National Natural Science Foundation of China (No. 22202114), the Natural Science Foundation of Hubei Province of China (No. 2024AFB870), the PhD Research Fund Project of Wuhan Business University (No. 2023KB009), and the project Research and Development of Testing Standards for Prohibited Substances in Sports Horses (No. 2024TD021). V.N. and X.G. acknowledge support from the Research Ireland-funded AMBER Research Centre and the SFI Frontiers for the Future program (Grant Nos. 12/RC/2278_P2 and 20/FFP-A/8950, respectively). V.N. and X.G. also acknowledge the Advanced Microscopy Laboratory (AML) at CRANN for access to facilities and thank Clive Downing for assistance with microscope optimization.

Conflicts of interest

All authors declared that there are no conflicts of interest.

Ethical approval and consent to participate

Not applicable.

Consent for publication

Not applicable.

Copyright

© The Author(s) 2026.

Supplementary Materials

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Molybdenum and fluorine co-doping induces lattice oxygen activation in Ni-Fe spinel oxides for enhanced oxygen evolution

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