Abstract
Bi4Ti3O12−x nanosheet photocatalysts with abundant oxygen vacancies are fabricated by a facile solid-state chemical reduction method for the first time. This method is simple in operation, has short reaction time, and can be conducted at mild temperatures (300~400 °C). The electron paramagnetic resonance, thermogravimetric analysis, X-ray photoelectron spectrometer, and positron annihilation lifetime spectra results indicate that oxygen vacancies are produced in Bi4Ti3O12−x, and they can be adjusted by tuning the reduction reaction conditions. Control experiments show that the reduction time and temperature have great influences on the photocatalytic activities of Bi4Ti3O12−x. The optimal Bi4Ti3O12−x is the sample undergoing the reduction treatment at 350 °C for 60 min and it affords a hydrogen evolution rate of 129 μmol·g−1·h−1 under visible-light irradiation, which is about 3.4 times that of the pristine Bi4Ti3O12. The Bi4Ti3O12−x photocatalysts have good reusability and storage stability and can be used to decompose formaldehyde and formic acid for hydrogen production. The surface oxygen vacancies states result in the broadening of the valence band and the narrowing of the band gap. Such energy level structure variation helps promote the separation of photo-generated electron-hole pairs thus leading to enhancement in the visible-light photocatalytic hydrogen evolution. Meanwhile, the narrowing of the band gap leads to a broader visible light absorption of Bi4Ti3O12−x.
Keywords: Bi4Ti3O12 nanosheets, photocatalytic hydrogen evolution, solid-state chemical reduction, oxygen vacancy
1. Introduction
The development of green energy has become one of the most prominent research fields. Among many energy sources, hydrogen gas has been considered one of the prime candidates for solving the emerging worldwide energy crisis, owing to the fact that it does not produce pollution and it has high energy density [1,2]. In recent years, hydrogen generation through photocatalytic water splitting utilizing solar energy has become an extremely active research area [2]. An ideal photocatalyst should be stable, non-toxic, easily available from nature, able to function under visible light, and highly efficient in separating photo-generated electron-hole pairs. So far, various types of photocatalysts, such as TiO2 [3], ZnO [4], and CdS [5], have been developed. However, none of the photocatalysts can meet all the above requirements simultaneously and most of them suffer from a narrow photo response wavelength range because of large band gaps, which lead to very low utilization efficiency of solar energy. Therefore, the exploration of novel, efficient visible-light photocatalysts for splitting water to produce H2 is of utmost importance [6,7].
Bismuth titanate (Bi4Ti3O12) is well-known as a ferroelectric agent that has a special Aurivillius architecture with unique, electro-optic-converting performance. The Aurivillius phases of Bi4Ti3O12 have structures that are intergrown layers of [Bi2O2]2+ alternating with perovskite-like [Bi2Ti3O10]2− blocks [8,9,10]. The advantage of such a layered structure is its ability to efficiently assist in diffusion and separation of the electron-hole pairs generated by light irradiation. Such separation increases the lifetime of the associated charge carriers, thus improving the quantum efficiency of photo-degradation [8,9,11]. Moreover, the hybridized 6s2 of Bi3+ and O2p generate a new valence band, which reduces the band gap of Bi4Ti3O12 [8,9]. Since the photocatalytic activity of Bi4Ti3O12 for water splitting was reported by Kudo et al., its photocatalytic properties have been receiving immense attention [12]. Various types of Bi4Ti3O12 photocatalysts, such as nanofibers [8,11], particles [12,13], platelets [14], and films [15] have been developed for processes involving alternative energy development or destruction of different pollutants. However, these Bi4Ti3O12 nanomaterials are not very efficient as visible-light photocatalysts because of the high recombination rate of photo-induced electron-hole pairs [16,17,18]. A widely adopted methodology to overcome this recombination problem is to couple Bi4Ti3O12 with semiconductors having narrower band gaps, such as Bi2MoO6 [11], BiOI [16], Bi2Ti2O7 [17], BiOCl [18], Ag3PO4 [19], and g-C3N4 [20]. However, the synthesis of composite compounds generally requires sophisticated synthesis techniques. Additionally, such synthesis increases the possibilities of introducing thermodynamic and structural instability due to the additionally introduced layer. Lastly, electrons would go through a multi-step transport process in such layered structures, which may diminish the efficient charge separation. Thus, catalysts comprised of single-phase metal oxides are highly desirable because they can provide both reliable stability and efficient electron-hole separation [21]. It is therefore very important to explore facile and economic techniques to prepare a single-phase Bi4Ti3O12 photocatalyst with increased absorbance of visible light and a low carrier recombination rate.
It has been found recently that the oxygen vacancy defects in TiO2 [22,23], ZnO [24,25], and Fe2O3 [26] are able to enhance photocatalytic performance. In particular, surface oxygen vacancies can first capture photo-generated electrons and then promote the reaction between these electrons with the adsorbed species, thus effectively preventing the recombination of photo-generated electron-hole pairs and improving the photocatalytic performance [22,23,24,25,26]. Bulk oxygen vacancies, on the contrary, are recombination centers of photo-generated electron-hole pairs and will reduce the photocatalytic performance [25]. The surface and bulk oxygen vacancies play different roles in the photocatalytic reaction. However, the effect of oxygen vacancies on the photocatalytic activity of Bi4Ti3O12 has not been thoroughly explored. Therefore, the development of cost-effective synthesis procedures for the production of Bi4Ti3O12−x with oxygen vacancies and the in-depth understanding of its catalytic behavior are of profound importance in order to realize fully the great potential of Bi4Ti3O12−x in water splitting for H2 production.
We recently reported a sol-gel hydrothermal technique to prepare highly crystalline Bi4Ti3O12 nanosheets with enhanced catalytic activity towards the photodegradation of Rhodamine B, especially when comparing with the calcined sample [9]. In the present work, to improve the photocatalytic activity even further, a Bi4Ti3O12 nanosheet photocatalyst with oxygen vacancies (Bi4Ti3O12−x) was fabricated for the first time by the solid-state chemical reduction method using NaBH4 and Bi4Ti3O12 nanosheets. The reported methods on oxygen vacancy creation include heating the sample under an oxygen-deficient atmosphere (e.g., vacuum) or reducing conditions (e.g., H2) [25,26], chemical vapor deposition, high-energy particle (laser, electron, or Ar+) bombardment [27], combustion method [23], high pressure [28], high temperature aluminum vapor reduction [29], etc. For practical application, these strategies have a number of limitations, such as multiple steps, harsh synthesis conditions (high temperature (>500 °C) or high-pressure hydrogen (20 bar)), or expensive facilities. Compared with the above traditional methods, the solid-state chemical reduction method has many advantages, such as simple operation, moderate reaction temperature (350 °C), short reaction time (less than 80 min), simple equipment, etc. Using this method, several Bi4Ti3O12−x samples with different reduction degrees and, as a consequence, with different colors (several shades of blue, as well as black) have been synthesized. The effects of reduction time and temperature on the visible-light photocatalytic properties of the as-prepared Bi4Ti3O12−x nanosheets have been investigated systematically. The electron paramagnetic resonance (EPR), thermogravimetric analysis (TGA), and positron annihilation lifetime spectra (PALS) indicate that oxygen vacancies are produced on Bi4Ti3O12 nanosheets during the reduction process. It has been found that the aggregation of oxygen vacancies raises the valence band maximum (VBM), thus decreasing the band gap and extending the photo response wavelength range. Moreover, the energy level variation induced by oxygen vacancy can facilitate the separation efficiency of the photo-generated electron-hole pairs, which contributes significantly to the improvement of the photocatalytic performance of Bi4Ti3O12−x. In this paper, we also propose a mechanism for the decrease of the band gap of Bi4Ti3O12−x and its photocatalytic activity improvement.
2. Experimental Section
2.1. Synthesis of the Bi4Ti3O12−x Nanosheet Photocatalyst
Bi4Ti3O12 nanosheets were synthesized using a sol-gel hydrothermal technique reported in our previous work (see Supplementary Materials) [9]. Bi4Ti3O12−x catalysts were prepared as follows: 4 g of the as-prepared Bi4Ti3O12 nanosheets and 1 g NaBH4 were ground together for 45 min. Then, the mixture was put into a quartz tube placed in a tubular furnace; the temperature of the furnace was controlled by a heating device. The mixture was calcined at 350 °C for 20~100 min or 300~400 °C for 60 min under a nitrogen atmosphere with a ramping up rate of 10 °C/min. After the completion of this solid-state chemical reduction process, the powders were allowed to cool down to ambient temperature. Then, the final product was filtered, rinsed with deionized water and ethanol, and then dried at 80 °C. The samples were marked as Bi4Ti3O12−x (T, t), where T is the temperature and t is the time of the solid-state chemical reduction procedure.
2.2. Characterization
The crystalline structures of the samples were examined by an X-ray diffractometer (XRD, D/Max-3C, Rigaku Co., Tokyo, Japan) using Cu Kα radiation (λ = 1.5418 Å). The chemical states and composition were examined using an X-ray photoelectron spectrometer (XPS, Axis uhru DCD, Manchester, UK) with a monochromatic Mg Kα X-ray source. The morphology was characterized using a scanning electron microscopy (SEM, LEO 1530 VP, Zeiss, Oberkochen, Germany) with 20 kV of accelerating voltage, and the composition was examined using energy dispersive spectroscopy (EDS, Zeiss, Oberkochen, Germany) attached to the SEM. Transmission electron microscopy (TEM) and high-resolution transmission electron microscopy (HRTEM) were performed using JEOL-2011 instrument (JEOL, Tokyo, Japan). UV-Vis spectrophotometer (lambda 35, Perkin-Elmer, Shelton, WA, USA) was used to analyze the samples’ diffuse reflection spectra with BaSO4 as a reference. TGAs over a temperature range of 25–800 °C were conducted during progressive heating (10 °C/min) in an air atmosphere by a thermogravimetric analyzer (SDTA 851e, Mettler Toledo, Zurich, Switzerland). The EPR analysis was performed on an Endor spectrometer JEOL ES-ED3X (JEOL, Tokyo, Japan). The specific surface areas of the powders were determined using the Brunauer-Emmett-Teller (BET) method after cooling down the samples with liquid nitrogen. PALS were obtained by ORTEC-583 fast-slow coincident system.
Photocurrent and electrochemical impedance spectroscopy (EIS) measurements were conducted at frequencies between 1 × 10−5 and 100 kHz by a CHI 660 electrochemical instrument (CH Instruments, CH Instruments, Austin, TX, USA) in 0.5 M Na2SO4 electrolyte solution. A three-electrode cell system was implemented with ITO (Indium tin oxide)/Bi4Ti3O12 (or Bi4Ti3O12−x) as the working electrode, Pt wire as the counter electrode, and standard calomel electrode (SCE) as the reference. The true potentials were calculated in reference to the results from the SCE. The visible light source was a 300 W Xe lamp with a 400 nm cut-off filter. The photocatalyst photoelectric responses “on and off” were determined at 0.0 V. Moreover, the ITO/Bi4Ti3O12 (or Bi4Ti3O12−x) electrodes were produced using the following recipe: First, Bi4Ti3O12 (or Bi4Ti3O12−x) samples (5 mg) were mixed with ethyl alcohol (0.15 mL) and 5% Nafion DE 520 solution (0.35 mL). This solution was then homogenized under ultrasound agitation for 20 min. Uniform film electrodes were prepared by casting 0.1 mL of the Bi4Ti3O12 (or Bi4Ti3O12−x) slurry onto pre-cleaned ITO glass (<7 ohm/square). The ITO/Bi4Ti3O12 (or Bi4Ti3O12−x) electrodes were finalized by sintering at 100 °C for 2 h.
2.3. Photocatalytic Activity
Photocatalytic hydrogen evolution experiments were proceeded in a methanol-water mixture and performed in the outer quartz ampules attached to the airtight gas circulation system. In order to promote the dispersion of Bi4Ti3O12 or Bi4Ti3O12−x in the methanol-water mixture, the optimal dispersing process was obtained through orthogonal tests. The Bi4Ti3O12 or Bi4Ti3O12−x (0.25 g) was dispersed by ultrasound agitation (15 min) in the mixture of deionized water (DI water, 200 mL) and methanol (20 mL), followed by constant stirring for 30 min. To eliminate dissolved oxygen, the solution was purged with argon for 30 min. This step is necessary to minimize the recombination reaction between H2 and O2 during the water splitting reaction. It also improves the purity of the hydrogen and reduces explosion risks.
Upon finishing the preparation steps, the reactor was irradiated by a 300 W Xe lamp for 4 h. A cut-off filter for visible-light irradiation was used to obtain wavelengths above 400 nm. The total amount of hydrogen evolved was measured by a gas chromatographer GC-3240/TCD (Perfect Light, Beijing, China), which used Ar carrier gas and was directly connected to a gas-circulation line. The suspensions of the photocatalyst were magnetically stirred continuously during the photocatalytic hydrogen evolution. An average of five measurements was adopted to determine the yield. To study the reusability and repeatability, the same Bi4Ti3O12−x photocatalyst was used three times, and the amount of hydrogen evolved was recorded. After each measurement, the catalyst was centrifugated, filtrated, washed by DI water, and dried at 100 °C for 3 h for the next measurement. To check the dependency of H2 production on the additives, the same experiments were also performed with formaldehyde and formic acid instead of methanol.
3. Results and Discussion
3.1. Morphology, Structure, and UV-Vis Spectra of Bi4Ti3O12 and Bi4Ti3O12−x
The morphology and particle size distribution of a pristine Bi4Ti3O12 were scrutinized using SEM. As shown in Figure 1a, the Bi4Ti3O12 sample consists mostly of regular rectangular nanosheets with a narrow distribution of rim size and thin thickness. The average rim size of the rectangular nanosheets are about 100 and 150 nm, respectively, and thickness is about 20 nm. As shown in Figure 1b, only three elements of Bi, Ti, and O are observed with the EDS measurement. The ratio of the Bi, Ti, and O elements is 20.98:15.75:63.27, further demonstrating that the pure Bi4Ti3O12 was hydrothermally synthesized successfully at 160 °C.
When the mixture of Bi4Ti3O12 nanosheets and NaBH4 were heated at 350 °C for 20~100 min and 300~400 °C for 60 min under nitrogen, NaBH4 decomposed and produced active hydrogen. It has been reported that the reduction ability of this active hydrogen is greater than that of H2 and other reducing agents at these temperature [23,30,31]. Hydrogen is a strong reducing agent capable of reacting fast and generating oxygen vacancies in Bi4Ti3O12 at relatively low temperatures, as well as maintaining the original shape of the Bi4Ti3O12 nanosheets at the same time. As shown in Figure 2a, the color of the Bi4Ti3O12−x samples is changed clearly after the solid-state chemical reduction. When the mixture of Bi4Ti3O12 nanosheets and NaBH4 were heated at 350 °C, it could be seen that with the increased duration of the reaction, the colors of Bi4Ti3O12−x changed from white-yellow to light blue, then to dark blue. Moreover, the colors of Bi4Ti3O12−x also became darker with the increase in temperature. When the reaction temperature rises to 400 °C, black Bi4Ti3O12−x can be synthesized in 60 min, suggesting that the solid-state chemical reduction process modifies the surface features of the Bi4Ti3O12 nanosheets. According to previous reports [32,33], it is highly possible that the color change could be caused by the formation of oxygen vacancies occurring during the reduction. The different colors of the Bi4Ti3O12−x samples indicate that various reduction degrees of Bi4Ti3O12−x can be obtained by adjusting the reaction time or temperature, which is helpful to understand the formation mechanism of reductive Bi4Ti3O12. Moreover, the XPS results show no residue of B and Na in Bi4Ti3O12−x (see Figure S1 in Supplementary Materials), which means that the coproducts from NaBH4 during the solid-state chemical reduction method can be cleaned easily by washing with water and ethanol.
To understand the effect of the solid-state chemical reduction treatment on the optical absorption property of the photocatalyst, the UV-Vis diffuse reflectance spectra of various Bi4Ti3O12−x and the pristine Bi4Ti3O12 nanosheets were examined, as shown in Figure 2b. It can be seen that the pristine Bi4Ti3O12 shows a typical spectrum with an absorption edge at about 420 nm. Compared with the pristine Bi4Ti3O12 sample, the absorption edge of Bi4Ti3O12−x exhibits a clear red shift to higher wavelengths. In addition, the absorbance intensity of Bi4Ti3O12−x in the range of 400–800 nm increases with both reduction time and temperature, which agrees with the color variation in the samples. The red shift of the absorption edge and the enhanced absorbance intensity of Bi4Ti3O12−x are probably because of the different surface conditions of different samples. Surface defects, such as oxygen vacancies, generally affect the atomic structure of a photocatalyst and its surface states, which play a very important role in the overall photocatalytic activity [33,34].
The band gap can be calculated using the UV-Vis data from the following equation [8]:
αhv = A(hv − Eg)n/2 | (1) |
where α is an absorption coefficient, h is Planck’s constant, v is light frequency, Eg is a band gap value, and A is a constant. The absorption behavior of Bi4Ti3O12 demonstrates indirect transition between bands; therefore, the value of n equal to 4 is used [8,35]. The value of the band gap is estimated by extrapolating the linear part of the (αhv)1/2 versus (hv) plot at α = 0. Normally, the collected UV-Vis diffuse reflectance spectra can be converted into Kubelka-Munk function F(R∞) based on the relationship shown in Equations (2) and (3) [36]:
Abs = −log R∞ | (2) |
F(R∞) = (1 − R∞)2/2R∞ = α | (3) |
where Abs is absorbance, and R∞ is reflectance. Therefore, Equation (1) can also be written as follows:
[F(R∞) hν] = A(hv − Eg)n/2 | (4) |
In addition, hv = hc/λ ≈ 1241/λ (eV). Figure 2c shows the plot of the transformed Kubelka-Munk function versus the photon energy for various Bi4Ti3O12−x and the pristine Bi4Ti3O12 nanosheets. The energy of the band gap values is obtained by extrapolating the linear part of [F(R∞)hν]1/2 versus hv plot at F(R∞) = 0. The band gap of the pristine Bi4Ti3O12 and various Bi4Ti3O12−x samples are shown in Table 1. It is clear that the Bi4Ti3O12−x samples show a decreased band gap value when compared with the pristine Bi4Ti3O12. Furthermore, it is also clear that the band gap of Bi4Ti3O12−x decreases as reaction time and temperature increase.
Table 1.
Samples | Band Gap (eV) |
---|---|
Bi4Ti3O12 | 2.91 |
Bi4Ti3O12−x (350 °C, 20 min) | 2.83 |
Bi4Ti3O12−x (350 °C, 40 min) | 2.74 |
Bi4Ti3O12−x (350 °C, 60 min) | 2.63 |
Bi4Ti3O12−x (350 °C, 80 min) | 2.57 |
Bi4Ti3O12−x (350 °C, 100 min) | 2.48 |
Bi4Ti3O12−x (300 °C, 60 min) | 2.77 |
Bi4Ti3O12−x (400 °C, 60 min) | 2.39 |
XRD analyses were performed to characterize the changes of the crystalline structures of the Bi4Ti3O12−x samples. Figure 3 shows a comparison of XRD patterns of the pristine Bi4Ti3O12 and various Bi4Ti3O12−x samples after they were treated at 350 °C for 20~100 min and at 400 °C for 60 min. No impurities can be seen for the Bi4Ti3O12−x samples, indicating that the reduction process has no effect on the crystal structure. The diffraction peaks suggest that Bi4Ti3O12−x samples have a high degree of crystalline similarity to Bi4Ti3O12. However, new peaks appear in the XRD patterns of the samples treated for a longer reaction time (350 °C for 120 min) or at a higher temperature (400 °C for 80 min) (Figure S2). We could not match these new peaks to any known powder diffraction file (PDF); thus, it is possible that new phases have been formed.
3.2. Photocatalytic Performance and Stability
Photocatalytic conversion of H2O into H2 using Bi4Ti3O12 or Bi4Ti3O12−x in a methanol-water medium was performed in a quartz cell. Methanol was used to trap holes. Figure 4a,b show the photocatalytic activity of the pristine Bi4Ti3O12 and Bi4Ti3O12−x after chemical reduction treatment at 350 °C for various times and at various temperatures for 60 min for water splitting into H2 under visible-light irradiation. It is clear that both the reduction time and temperature have significant influences on the photocatalysis ability of Bi4Ti3O12−x. The pristine Bi4Ti3O12 photocatalyst displays the H2 evolution rate of around 38 μmol·g−1·h−1. After the solid-state chemical reduction treatment, the Bi4Ti3O12−x samples all show enhanced photocatalytic activity of the hydrogen evolution. Figure 4a,b show that the photocatalytic activity of Bi4Ti3O12−x improves with both reduction time and temperature increase, until a maximum activity is achieved at 350 °C for 60 min. The H2 evolution rate over Bi4Ti3O12−x (350 °C, 60 min) reaches 129 μmol·g−1·h−1, which is 3.4 times that of the pristine Bi4Ti3O12. This value is also higher than those reported previously (as presented in Table 2). Further increases in the reaction time or temperature results in a reduced hydrogen evolution rate, even though the rates are still higher than when using a pristine Bi4Ti3O12 nanosheet photocatalyst.
Table 2.
Sample | Light Source | Reactant Solution | H2 Evolution Rate/μmol·g−1·h−1 | Reference |
---|---|---|---|---|
Bi4Ti3O12−x (350 °C, 60 min) | 300 W Xe Lamp (λ > 400 nm) | 200 mL water + 20 mL methanol | 129 | This work |
Bi4Ti3O12 | 350 W high pressure Xe lamp (λ > 400 nm) | 400 mL water + 20 mL methanol | 36 | [37] |
Bi4Ti2.6Cr0.4O12 | 350 W high pressure Xe lamp (λ > 400 nm) | 400 mL water + 20 mL methanol | 58.1 | [37] |
Bi4Ti3O12 | 300 W Xe Lamp (λ > 400 nm) | 400 mL water + 20 mL methanol | 42 | [38] |
Bi4Ti2.6Cr0.4O12 | 300 W Xe Lamp (λ > 400 nm) | 400 mL water + 20 mL methanol | 98 | [38] |
Bi4Ti2.6Cr0.4O12 | 300 W Xe Lamp (λ > 420 nm) | 400 mL water + 30 mL methanol | 117 | [39] |
To study the reusability and stability of the photocatalyst, cycling experiments using the optimal Bi4Ti3O12−x (350 °C, 60 min) under constant visible-light irradiation were performed. The results obtained from three consecutive experiments are shown in Figure 4c. The first run shows that around 517 μmol·g−1 of the total hydrogen evolved after 4 h when Bi4Ti3O12−x (350 °C, 60 min) is used. The second run of the experiment shows a 1.2% decrease in the hydrogen evolution rate comparing to the first run. The hydrogen evolution rate remains almost the same during the third run. The H2 evolution rates for the Bi4Ti3O12−x (350 °C, 60 min) photocatalyst remain stable over the three times of cycling testing, confirming good operational stability even after introducing oxygen vacancies into the Bi4Ti3O12 structure. Furthermore, in order to study the long-term stability of Bi4Ti3O12−x, the photocatalytic H2 production ability of fresh Bi4Ti3O12−x (350 °C, 60 min) and Bi4Ti3O12−x (350 °C, 60 min) after four months of storage were also examined. As shown in Figure 4d, the visible-light photocatalytic activity of the sample stored for four months is only slightly reduced compared with the fresh one, and it is still much higher than that of the pristine Bi4Ti3O12. The results indicate that Bi4Ti3O12−x has good reusability and storage stability. In addition, to measure the apparent quantum efficiency (AQE), the same photocatalytic hydrogen evolution experiment was performed under 420 nm monochromatic lights irradiation, which were obtained by using band-pass filters for 1 h. The AQE was then calculated by the following Equation (5) [40]:
(5) |
where Ne is the amount of reaction electrons, Np is the amount of incident photons, NA is the Avogadro constant, M is the amount of H2 molecules, h is the Planck constant, c is the speed of light, S is irradiation area, P is the average intensity of the irradiation, t is the irradiation time, and λ is the wavelength of the monochromatic light. For the AQE at 420 nm, the average intensity of the irradiation P was determined to be 40 mW/cm2, and the irradiation area S was 37.5 cm2. The calculated AQE for Bi4Ti3O12−x (350 °C, 60 min) is 1.37% under irradiation at 420 nm, which is the highest among all the samples.
In the present work, methanol acts as a sacrificial agent, which is consumed during the formation of H2. The photocatalytic mechanisms of methanol-assisted hydrogen evolution are as follows: the electron-hole pairs are produced when a Bi4Ti3O12 or Bi4Ti3O12−x photocatalyst is irradiated with visible light (Equation (6)). The photo-generated carriers either recombine in the bulk or participate in the oxidation-reduction process on the surface of the photocatalyst. In a methanol-water mixture system, methanol can capture photo-generated holes and experience hole oxidation to form formaldehyde (Equation (7)), which reduces the recombination of the electron-hole pairs. Meanwhile, two protons are released during methanol oxidation, which react with the generated electrons to produce H2 gas (Equation (8)). When accumulated to a certain degree, formaldehyde is further oxidized into formic acid and releases hydrogen gas (Equations (9) and (10)). The formic acid eventually dissociates into CO2 and two protons (Equation (11)); then, the protons react with the photo-generated electrons and produce hydrogen gas (Equation (12)). Equation (13) can be used to represent the overall reaction. The aforementioned photocatalytic hydrogen evolution reactions are summarized below [41,42]:
(6) |
(7) |
(8) |
(9) |
(10) |
(11) |
(12) |
Overall:
(13) |
In addition, photocatalytic conversion of H2O into H2 using the pristine Bi4Ti3O12 and the optimal Bi4Ti3O12−x (350 °C, 60 min) in pure water were also performed in a quartz cell. The results show that when no methanol is used as a sacrificial reagent, Bi4Ti3O12−x (350 °C, 60 min) shows a very low photocatalytic H2 evolution rate of 18 μmol·g−1·h−1 under visible-light irradiation, and the pristine Bi4Ti3O12 exhibits no H2 evolution at all. In a pure water system, water can capture photo-generated holes produced from Bi4Ti3O12 (Equation (6)) and experience hole oxidation to form oxygen gas (Equation (14)). Meanwhile, two protons can be released during water oxidation, which react with the photo-generated electrons to generate hydrogen gas (Equation (15)). Equation (16) can be used to represent the overall reaction:
(14) |
(15) |
(16) |
However, to trigger this reaction, the energy of the absorbed photon must be at least 1.23 eV, which is much higher than the decomposition energy for methanol (0.7 eV, Equation (13)) [43]. It has been demonstrated that without the addition of a sacrificial agent, the water acts as an inefficient electron acceptor and donor [42,43,44]. As a result, the oxygen radicals and protons tend to recombine to form water, leading to limited hydrogen gas production [44].
The effect of the concentration of the Bi4Ti3O12−x (350 °C, 60 min) photocatalyst on H2 production was investigated. Photocatalytic hydrogen evolution experiments were proceeded in a methanol (20 mL)-water (200 mL) mixture. The concentration of the photocatalyst ranged from 0.455 g/L to 1.591 g/L. As shown in Figure 5a, the H2 evolution rate increases with the increase of the concentration until a maximum rate is achieved with 1.136 g/L Bi4Ti3O12−x (350 °C, 60 min). Further increase of the concentration results in a reduced hydrogen evolution rate. This reduction may be caused by the unsuited light scattering effect or the light shadowing due to the high turbidity of the solution that reduces the penetration depth of the visible light [45]. These effects reduce the effective incident light, thus significantly reducing the number of photo-induced electron-hole pairs necessary for the maintenance of the reaction. Therefore, the concentration of 1.136 g/L catalyst (i.e., 0.25 g Bi4Ti3O12−x (350 °C, 60 min)) is found to be the optimal concentration for H2 generation in the present work.
In addition, the influence of additives, such as formaldehyde and formic acid, on H2 production was further investigated. These two kinds of additives are considered mainly because they are byproducts/intermediates of methanol conversion (see Equations (7) and (9)) and also considered to be industrial wastes or model pollutants [46]. A mixture of water-formaldehyde (200/20, v/v) or water-formic acid (200/20, v/v) was used in the experiment. Figure 5b shows how different aqueous mixtures (with water-formaldehyde, water-formic acid, and water-methanol) affect visible-light photocatalytic H2 production (λ > 400 nm) when 0.25 g of the Bi4Ti3O12−x (350 °C, 60 min) photocatalyst is used. It can be seen that the H2 evolution rate for formic acid reaches 218 μmol·g−1·h−1, which is much higher than that for methanol and formaldehyde. It is assumed that this phenomenon is due to the low dissociation energy (−95.8 kJ·mol−1) of formic acid that is much smaller than that of methanol (64.1 kJ·mol−1) and formaldehyde (47.8 kJ·mol−1) [42,47]. Therefore, the –COOH group of formic acid can dissociate spontaneously [42], which results in a large hydrogen evolution rate. The results show that the Bi4Ti3O12−x photocatalyst can be used to decompose a variety of pollutants (such as formaldehyde and formic acid) for hydrogen production, and it also suggests a significant way to produce hydrogen by using formic acid as an additive.
3.3. Surface Oxygen Vacancy Formation
As discussed above, it is highly probable that the color change of Bi4Ti3O12−x (Figure 2a) could be caused by the formation of oxygen vacancies occurring during the chemical reduction process. To study the presence of oxygen vacancies, room temperature EPR was performed on the pristine Bi4Ti3O12 nanosheets and various Bi4Ti3O12−x samples. It is known that EPR is a highly sensitive and immediate way to characterize oxygen defects [48,49]. As shown in Figure 6a,b, the intensity of the EPR signal at g factor = 2.001 for Bi4Ti3O12−x are all higher than for the pristine Bi4Ti3O12 nanosheets. Typically, a peak at 2.001~2.004 is attributed to natural surface oxygen vacancies as reported in the literature [50,51]. We attribute the enhancement of the EPR signal for Bi4Ti3O12−x at g = 2.001 to the electron-trapped center located around the site of the oxygen vacancies [52]. In addition, it can be seen from Figure 6a,b that the signal intensity at g ~ 2.001 increases with the reduction time and temperature, demonstrating that the number of oxygen vacancies in Bi4Ti3O12−x increases with the reduction reaction time and temperature.
The existence of oxygen vacancies was also proven by TGA testing in the air atmosphere. As shown in Figure 6c, the mass of the pristine Bi4Ti3O12 decreases as the temperature increases because of the desorption of hydroxyl groups physically adsorbed on the surface [53]. When the temperature is above 510 °C, the mass of the pristine Bi4Ti3O12 remains constant. While, as for Bi4Ti3O12−x (350 °C, 60 min), one can notice that when the temperature is below 405 °C, the variation trend of the TGA curve is the same as that of the pristine Bi4Ti3O12. However, when the temperature exceeds 405 °C, there is a clear difference between the mass loss of the pristine Bi4Ti3O12 and Bi4Ti3O12−x (350 °C, 60 min). A slight increase in the mass of Bi4Ti3O12−x (350 °C, 60 min) is observed, which is finished at 800 °C. The same phenomenon was also observed by Li et al. [54] and Yang et al. [55]. It was previously reported by Li et al. that an obvious mass difference between black TiO2−x and white TiO2 existed during TGA testing. A mass gain for black TiO2−x was assigned to the oxidation of oxygen vacancies on the surface [54]. Yang et al. also reported an obvious difference in weight loss between TiO2-SO (TiO2 with surface oxygen vacancies) and conventional TiO2 when the temperature exceeded 440 °C during TGA testing [55]. It was deduced that when the TiO2-SO sample was heated in air, its surface oxygen vacancies can be compensated by the external oxygen, resulting in the mass increase for TiO2-SO. Therefore, it is postulated that the slight increase in the mass of Bi4Ti3O12−x (350 °C, 60 min) can be explained by the formation of oxygen vacancies on the surface of Bi4Ti3O12−x (350 °C, 60 min) in the present work. When Bi4Ti3O12−x (350 °C, 60 min) with oxygen vacancies is heated in air, its unsaturated surface will be compensated by the external oxygen, leading to a mass increase. In addition, as shown in Figure 6c, the variation trend of the TGA curve of Bi4Ti3O12−x (350 °C, 40 min) is the same as that of Bi4Ti3O12−x (350 °C, 60 min). However, the mass increase of the former is smaller than that of the latter, which may be due to the smaller number of surface oxygen vacancies of Bi4Ti3O12−x (350 °C, 40 min).
XPS can provide useful information on the chemical states of elements and surface defects [56]. Figure 7 shows the high-resolution Bi 4f and O1s spectra of the pristine Bi4Ti3O12 and the optimal Bi4Ti3O12−x (350 °C, 60 min). As shown in Figure 7a, the Bi 4f spectrum of the pristine Bi4Ti3O12 sample exhibits two main peaks at 159.9 eV (Bi 4f7/2) and 165.3 eV (Bi 4f5/2) ascribed to Bi3+, which are in accordance with the reported values of Bi2O3 powders [57,58]. Figure 7b reveals the fitted O1s spectra, where the peaks correspond to the lattice oxygen (OL, 530.1 eV) and chemisorbed oxygen species (OC, 532.4 eV) on the pristine Bi4Ti3O12 sample, respectively. The oxygen vacancies (OV) peak, which should appear at 531.5 eV is not observed in this spectrum, further revealing the stoichiometric properties of the pristine Bi4Ti3O12 sample [59,60]. Figure 7c,d show the high-resolution XPS spectra of the Bi 4f and O1s core levels for the optimal Bi4Ti3O12−x (350 °C, 60 min). The Bi 4f spectrum shows two main peaks centered at 158.8 and 164.3 eV, which are identified as the Bi 4f7/2 and Bi 4f5/2, respectively. However, 4f7/2 and 4f5/2 peaks of the metallic Bi are located at 156.8 and 162.2 eV [57]. The chemical shift of the Bi 4f doublet relative to the metallic Bi is about 2.1 eV, which is smaller than the reported value of 3.1 eV between Bi2O3 and the metallic Bi [61]. This result indicates that the valence state of bismuth in the optimal Bi4Ti3O12−x (350 °C, 60 min) should be (+3 − x) owing to an increased concentration of oxygen defects in the vicinity of Bi ions, which are probably in the Bi2O2 layer [61]. The XPS spectrum of O1s of the optimal Bi4Ti3O12−x (350 °C, 60 min) is shown in Figure 7d. The O1s XPS spectrum is broad and unsymmetrical, indicating more than one chemical state for oxygen in the optimal Bi4Ti3O12−x (350 °C, 60 min) sample. Gaussian divided features at 530.1 eV, 531.5 eV, and 532.4 eV are credited to the lattice oxygen, oxygen vacancies, and surface chemisorbed oxygen, respectively [59,60]. The OV peak appearing at 531.5 eV indicates that oxygen vacancies are generated in the optimal Bi4Ti3O12−x (350 °C, 60 min) during the solid-state chemical reduction process.
In addition, the change in morphology of the pristine Bi4Ti3O12 and Bi4Ti3O12−x were also scrutinized to prove the formation of oxygen vacancies. Figure 8a,c show representative TEM images of both the pristine Bi4Ti3O12 and the optimal Bi4Ti3O12−x (350 °C, 60 min) photocatalyst, respectively. It is seen that both samples consist of rectangular nanosheets with sides around ~100 and ~150 nm. The particle size of Bi4Ti3O12−x (350 °C, 60 min) has not changed after the solid-state chemical reduction process. HRTEM micrographs offer a more complete view of the microstructures of the samples. As shown in Figure 8b, the pristine Bi4Ti3O12 nanocrystals display a highly crystalline composition, as well as perfect lattice structures throughout the entire particles. The measured spacings are equal to 0.271 nm and to 0.273 nm, which are in agreement with the (020) and (200) planes of Bi4Ti3O12, respectively [62]. However, after the solid-state reduction reaction process at 350 °C for 60 min, a disordered layer is observed on the surface of the Bi4Ti3O12−x (350 °C, 60 min) nanosheet (Figure 8d). Compared with the pristine Bi4Ti3O12 nanocrystals, the lattice features shown in the HRTEM image of Bi4Ti3O12−x (350 °C, 60 min) became highly blurred. The surface structure of the Bi4Ti3O12−x (350 °C, 60 min) nanosheet is imperfect, which may have been damaged by the reduction reaction induced oxygen vacancies [33]. In summary, the EPR, XPS, TGA, and TEM results confirm the existence of oxygen vacancies on the Bi4Ti3O12−x nanosheets, which can be attributed to the reduction of the active hydrogen produced by the decomposition of NaBH4.
The concentration and species of the oxygen vacancies in the Bi4Ti3O12−x nanosheets were studied using the positron annihilation life technique [55,63,64,65,66]. Lifetime components (τ1, τ2, and τ3), as well as corresponding intensities (I1, I2, and I3) for the pristine Bi4Ti3O12 and the Bi4Ti3O12−x samples are shown in Table 3. The longest component (τ3) is typically ascribed to the annihilation of the orthopositronium atom in the material voids [63], and the shortest one (τ1) is typically due to the annihilation of the positron in the small defects in the bulk, such as the bulk oxygen vacancies [55,64]. Another component (τ2) arises from positrons trapped by larger-sized defects on the surface of the materials, such as surface oxygen vacancies [55,65]. The relative intensity (I1/I2) reflects the ratio of the corresponding defects [55,63] and in the present work, reflects the relative concentration ratio of bulk and surface oxygen vacancies [55]. As shown in Table 3, when the Bi4Ti3O12−x samples were exposed to solid-state chemical reduction treatment at 350 °C, the I1/I2 ratio decreased with the increasing chemical reduction reaction time and reached a minimum at 60 min. With further increases in the reaction time and reaction temperature, the I1/I2 ratio increased instead. The results of the positron annihilation analysis indicate that the concentrations and types of oxygen vacancies can be controlled by adjusting the chemical reaction time and temperature. This means that due to the presence of active hydrogen produced from the decomposition of NaBH4, Bi4Ti3O12−x nanosheets with different reduction degrees can be obtained by tuning the reduction reaction conditions.
Table 3.
Sample | τ1 (ps) | τ2 (ps) | τ3 (ns) | I1 (%) | I2 (%) | I3 (%) | I1/I2 |
---|---|---|---|---|---|---|---|
Bi4Ti3O12 | 193 | 376 | 2.33 | 50.24 | 47.78 | 1.98 | 1.05 |
Bi4Ti3O12−x (350 °C, 20 min) | 196 | 387 | 2.47 | 46.26 | 51.97 | 1.77 | 0.89 |
Bi4Ti3O12−x (350 °C, 40 min) | 199 | 389 | 2.49 | 38.72 | 59.64 | 1.64 | 0.65 |
Bi4Ti3O12−x (350 °C, 60 min) | 205 | 393 | 2.77 | 23.87 | 74.24 | 1.89 | 0.32 |
Bi4Ti3O12−x (350 °C, 80 min) | 209 | 396 | 2.92 | 36.48 | 61.57 | 1.95 | 0.59 |
Bi4Ti3O12−x (350 °C, 100 min) | 214 | 402 | 3.05 | 41.73 | 56.42 | 1.85 | 0.74 |
Bi4Ti3O12−x (400 °C, 60 min) | 216 | 405 | 3.11 | 44.86 | 53.33 | 1.81 | 0.84 |
3.4. Mechanism of Enhanced Photocatalytic Activity of Bi4Ti3O12−x
The photocatalyst’s BET specific surface area was measured to examine a correlation between the surface area and the photocatalytic activity. This is because the large surface areas could influence the number of available active sites [67] and affect the interfacial charge transfer quantum efficiency [68]. As outlined in Table 4, the BET specific surface areas for the Bi4Ti3O12−x samples are almost indistinguishable from the pristine Bi4Ti3O12. In addition, as described earlier, the crystal phase structures are not changed (Figure 3). These results strongly suggest that it is not the surface area or structural features that lead to the large divergence in photocatalysis ability. Therefore, this implies that the photocatalytic kinetics of the Bi4Ti3O12−x samples are mainly enhanced by other factors.
Table 4.
Samples | BET Specific Surface Area (m2/g) |
---|---|
Bi4Ti3O12 | 6.45 |
Bi4Ti3O12−x (350 °C, 20 min) | 6.39 |
Bi4Ti3O12−x (350 °C, 40 min) | 6.35 |
Bi4Ti3O12−x (350 °C, 60 min) | 6.32 |
Bi4Ti3O12−x (350 °C, 80 min) | 6.46 |
Bi4Ti3O12−x (350 °C, 100 min) | 6.48 |
Bi4Ti3O12−x (300 °C, 60 min) | 6.38 |
Bi4Ti3O12−x (400 °C, 60 min) | 6.51 |
As is well-known, generation and disassociation of photo-generated electron-hole pairs are crucial for a semiconductor photocatalyst. The efficiency of this disassociation is central to the enhancement of photocatalytic activity. EIS was used to fully probe this efficiency. Figure 9a shows the EIS of the pristine Bi4Ti3O12 and various Bi4Ti3O12−x electrodes. Each sample diagram contains a semi-circular section, reflecting the process of the charge transfer, as well as a linear section with a 45° slope corresponding to the diffusion-controlled step [69]. The value for the electron-transfer resistance (Rct) is obtained by calculating the diameter of the semi-circle, and this acts as a proxy for the system’s charge transfer effectiveness. In other words, a smaller Rct value means a higher charge transfer efficiency of the system [70]. The order in the Rct value is the pristine Bi4Ti3O12 > Bi4Ti3O12−x (350 °C, 40 min) > Bi4Ti3O12−x (350 °C, 80 min) > Bi4Ti3O12−x (350 °C, 60 min), coinciding with the increased activity order of the photocatalysts. The Rct of the Bi4Ti3O12−x (350 °C, 60 min) electrode is the smallest among all the catalysts. Therefore, the photo-generated electron-hole pairs are most easily separated and transferred to the surface in the Bi4Ti3O12−x (350 °C, 60 min) sample, thus leading to the highest photocatalytic activity of all the catalysts. The photocurrent analysis was also conducted to confirm the hindering efficiency of Bi4Ti3O12−x during the recombination of electron-hole pairs. Figure 9b details the photocurrent responses of the pristine Bi4Ti3O12, Bi4Ti3O12−x (350 °C, 40 min), Bi4Ti3O12−x (350 °C, 60 min), and Bi4Ti3O12−x (350 °C, 80 min) after their deposition on ITO electrodes under visible light. The results show that the responses are prompt, uniform, and reproducible with the light irradiation switched on and off. Under visible light, the photocurrent density of the Bi4Ti3O12−x (350 °C, 60 min) electrode is the highest among the samples. The enhanced photocurrent indicates the amplification of the photo-induced carrier transport rate, as well as the dwindling photo-generated electron-hole pair recombination rate [71]. The results of the photocurrent investigation are in agreement with the changes in catalytic activity for the pristine Bi4Ti3O12−x and Bi4Ti3O12−x (Figure 4). Therefore, we believe that the improved charge separation and transportation are the major reasons for the enhanced photocatalytic activity of Bi4Ti3O12−x.
The position of the valence band (VB) on top of the pristine Bi4Ti3O12 and Bi4Ti3O12−x (350 °C, 60 min) was determined by VB XPS spectra (see Figure 9c). The top of the valence band (EVB) of the pristine Bi4Ti3O12 and Bi4Ti3O12−x (350 °C, 60 min) vs. the normal hydrogen electrode (NHE) are estimated to be 1.76 and 1.49 eV, respectively. Moreover, the band gaps of the pristine Bi4Ti3O12 and Bi4Ti3O12−x (350 °C, 60 min) are 2.91 and 2.63 eV, respectively (Table 1). Therefore, using the formula ECB = EVB − Eg [16], the bottom of conduction band (ECB) is −1.15 and −1.14 eV for the pristine Bi4Ti3O12 and Bi4Ti3O12−x (350 °C, 60 min), respectively. According to the values of EVB and ECB, a suggested band energy diagram is illustrated in Figure 9d. It can be observed that the conduction band energy of Bi4Ti3O12−x (350 °C, 60 min) is almost the same as that of the pristine Bi4Ti3O12. However, compared to the pristine Bi4Ti3O12, the VBM of Bi4Ti3O12−x (350 °C, 60 min) rises considerably, leading to a narrowing band gap of Bi4Ti3O12−x (350 °C, 60 min). We attribute this rise in band gap to the formation of new energy states near the VB top because of the presence of oxygen vacancy in the Bi4Ti3O12−x (350 °C, 60 min) sample [72].
Based on the discussion above, the reasons for the better photocatalytic activity of the Bi4Ti3O12−x nanosheets could be explained from the point of view of surface defects. The surface oxygen vacancies are located on the top of the VBM or below the conduction band minimum (CBM) [24,48,49,72] and are considered as shallow defects. Zhu et al. discovered that the surface oxygen defect states were formed on the top of the VBM for ZnO and BiPO4 [48,49]. Huang et al. demonstrated that a high number of oxygen vacancies created an impurity energy level near the valence band and caused a decrease in the band gap [24]. Zhao et al. reported that under poor oxygen conditions, the oxygen vacancy states at the top of the valence band decreased the band gap of LiTi2(PO4)3 significantly [73]. The rise of the VBM and the reduction of the band of anatase TiO2 have been observed by scanning tunneling microscopy [74]. In the present work, the EPR, TGA, and TEM confirm that oxygen vacancies are formed in Bi4Ti3O12−x after the chemical reduction treatment. Figure 10 shows the schematic diagram of the charge separation and photocatalytic reaction for the Bi4Ti3O12−x photocatalyst under visible-light irradiation. Many shallow surface oxygen vacancy states should be above the valence band and partially overlap with the valence band of Bi4Ti3O12−x, which can cause rise of the VBM to VBM´. Hence, the VBM of Bi4Ti3O12−x (350 °C, 60 min) is higher than that of the pristine Bi4Ti3O12, which is proven by the valence band XPS spectra (Figure 9c). Correspondingly, the rise of the VBM can further expand the valence band, which can increase the transport rate of photo-generated carriers, resulting in the improved separation efficiency of the photo-generated electron-hole pairs and leading to an obvious improvement of the photocatalytic activities of Bi4Ti3O12−x. In addition, due to the VBM’ rise, the band gap of Bi4Ti3O12−x narrows, thus expanding the photoresponse range of Bi4Ti3O12−x (from under 420 nm for the pristine Bi4Ti3O12 to above 460 nm for Bi4Ti3O12−x (350 °C, 60 min)).
Furthermore, as shown in Figure 4, both the reduction time and temperature have significant influence on the photocatalysis ability of the Bi4Ti3O12−x photocatalysts. As discussed above, the positron annihilation analysis (Table 3) indicated that Bi4Ti3O12−x nanosheets with different concentrations and types of oxygen vacancies can be obtained by tuning the conditions of the solid-state chemical reduction process. The relative intensity (I1/I2) reflects the relative concentration ratios of bulk and surface oxygen vacancies [55]. When Bi4Ti3O12−x is exposed to chemical reduction treatment at a low temperature or for a short time, the I1/I2 ratio continues to decrease with the increasing reaction time and temperature (Table 3), thus increasing the number of surface oxygen vacancies. These surface oxygen vacancies are located above the VB and even partially overlap with it. At the same time, the photocatalytic activity improves gradually with the duration of the treatment and temperature, until a maximum is achieved at 350 °C for 60 min. With additional increases in temperature, as well as prolonged (or longer) reaction time, the I1/I2 ratio increases instead (Table 3), which means that the bulk oxygen vacancies continue to increase in Bi4Ti3O12−x. The bulk oxygen vacancies’ defect levels form easily in the forbidden band and provide a position for the recombination of the electron-hole pairs, thus reducing the photocatalytic activity [63]. Therefore, the best activity of the Bi4Ti3O12−x photocatalyst can be achieved when the minimum bulk oxygen vacancies exist simultaneously with large numbers of surface oxygen vacancies. Thus, not only the number but also the types of oxygen vacancies induced with varying chemical reduction temperature and duration are essential for a catalyst with high photoactivity.
4. Conclusions
In summary, a facile, economic solid-state chemical reduction method has been proposed to fabricate the Bi4Ti3O12−x photocatalyst with abundant oxygen vacancies. The concentration and types of oxygen vacancies could be adjusted by changing the reduction reaction time and temperature. The Bi4Ti3O12−x catalyst showed significantly improved photoactivity during visible-light driven hydrogen evolution from water compared to the pristine Bi4Ti3O12. The hydrogen production rate reaches up to 129 μmol·g−1·h−1 under visible-light irradiation for the optimal Bi4Ti3O12−x photocatalyst (reduction treated at 350 °C for 60 min), which is about 3.4 times that of the pristine Bi4Ti3O12. It is proposed that energy levels corresponding to the surface oxygen vacancies should be above and partially overlap with the Bi4Ti3O12−x valence band. This can raise the top of the valence band maximum. The improved photoactivity of the photocatalyst is the result of the enhanced separation ability of photo-generated electron-hole pairs that originates from the valence band expansion by the surface oxygen vacancy states. The extended photoresponse is due to the decrease in the band gap caused by the rise of the top of the valence band maximum.
Acknowledgments
We appreciate the financial support of the National Natural Science Foundation of China (No. 50702022), the Natural Science Foundation of Guangdong Province (No. 2014A030313245), and the State Key Laboratory of Pulp and Paper Engineering (No. 201624).
Supplementary Materials
The following are available online at http://www.mdpi.com/2079-4991/8/4/261/s1.
Author Contributions
Zhiwu Chen conceived of and designed the experiments; Yizeng Zhang and Zhiwu Chen performed the experiments; Yizeng Zhang, Zhiwu Chen, and Zhenya Lu analyzed the data; and Zhiwu Chen wrote the paper with input from all authors.
Conflicts of Interest
The authors declare no conflict of interest.
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