Abstract
Holmium was used as a dopant to boost the low-temperature NH3-selective catalytic reduction (SCR) performance of Ce/TiO2 catalyst. It was ascertained that certain amount of Ho-doping species could exceedingly improve the low-temperature SCR activity under 60 000 h−1 of Ce/TiO2, accompanied with the improvement of tolerance to H2O and SO2 at 200°C. Characterization results manifested that Ho modification could not only result in inhibiting the growth of TiO2 crystals and the enlargement of specific surface area but also lead to the enhanced redox ability and the increased amount of surface-adsorbed substances, all of which could promote the low-temperature NH3-SCR performance of Ce/TiO2.
Keywords: Ce/TiO2, Ho doping, SO2 resistance, low-temperature NH3-SCR
1. Introduction
Lately, NOx has become one of the significant sources of air pollution. The over-standard concentration of NOx emission was mainly caused by the combustion process of fossil fuel, which has caused many environmental problems such as city smog and pollution [1–4]. Selective catalytic reduction (SCR) is the widely accepted de-NOx technology, and V2O5-WO3 (MoO3)/TiO2 catalyst is the most commercially used catalyst in this SCR system [5]. However, there are still some disadvantages in the SCR system with V2O5-WO3 (MoO3)/TiO2, such as the high operating temperature (300–400°C), the toxicity of vanadium species, low N2 selectivity in the working temperature range [6–9]. Based on these practical disadvantages, it is necessary to study non-vanadium catalysts with better low-temperature SCR performance.
Cerium, one of the most abundant rare-earth metals, has drawn attention due to the high oxygen storage capacity and good redox property. It has been widely applied in catalysis, such as carbon monoxide oxidation and reforming reactions [10–12]. Results of previous research proved that cerium-based oxide catalysts had a good SCR performance. Gao et al. [13] reported that Ce/TiO2 by the sol–gel method possesses high surface area and good redox ability, contributing to its high SCR activity. Vuong et al. [14] reported that V/CeTiO2 catalysts showed excellent de-NOx activity at low temperature. Notably, the best one of these V/CeTiO2 catalysts showed almost 100% NO conversion at 190°C. It was also found [15] that doping certain quantity of Ca would increase Ce3+ and surface-adsorbed oxygen. Meanwhile, the Brønsted acidity and redox ability were also greatly enhanced. All these factors may be responsible for the enhanced activity. Mosrati [16] recently reported that an impregnated Ce/Ti oxide catalyst with Nb modification presents a 95% NOx conversion at 200°C. Relevant characterization results proved that the Nb introduction decreases the surface area and strengthens the surface acidity. A Ce–Ti oxide catalyst with Cu addition could promote the SO2 resistance of Ce–Ti oxide [17]. Although several catalysts, such as V/CeTiO2 and Ce–Cu–TiO2, have been successfully applied in NH3-SCR, enhanced low-temperature NH3-SCR performance and SO2 resistance of Ce/TiO2 modified by Ho have never been reported.
As a rare earth metal, Ho has been successfully applied for improving the photocatalytic activity of TiO2 [18]. Owing to its electron trap effect of Ho2+Ho3+, the doping of Ho could efficiently enhance the photocatalytic ability of TiO2. Gamal et al. [19] reported that the surface of Ho2O3 exposes more Lewis acid sites, which play a vital role in NH3-SCR reaction. It was also reported [20] that Ho-modified Fe–Mn/TiO2 catalyst shows a larger specific area of Fe2O3 phase compared with that of Fe–Mn/TiO2, which results in a board temperature window and high SO2 tolerance in NH3-SCR reaction. However, the investigation of Ce/TiO2 catalyst with Ho addition has not been reported. In this work, Ho is used for improving the low-temperature NH3-SCR activity of Ce/TiO2, and several characterization methods were applied for investigating the promotion mechanism. Furthermore, SO2 + H2O tolerance of the best catalyst was also studied.
2. Experimental
2.1. Catalyst preparation
The impregnation method was used to prepare the catalysts. Titanium dioxide (anatase, 0.05 mol) was impregnated with cerium nitrate (0.0175 mol) and holmium nitrate in 100 ml deionized water, followed by stirring at 20°C for 3 h. The obtained mixture was dried for 12 h at 100°C and then calcined at 500°C for 4 h. The prepared samples were labelled as Ce0.35/TiO2 and HoxCe0.35/TiO2 (the molar ratios of Ho/Ti and Ce/Ti were x and 0.35, respectively).
2.2. Catalyst characterization
Powder X-ray diffraction (XRD) patterns were obtained on a Philips X'pert Pro diffractometer with Ni-filtered Cu Kα radiation (0.15408 nm). 2θ ranged from 10° to 80° with a step size of 0.02°.
The specific surface area was measured by N2 adsorption at −196°C, using an ASAP 2020 volumetric adsorption analyser. Before each precise test, the catalysts were evacuated for 3 h at 300°C. The specific surface area and the pore volume of the samples were calculated by the Brunauer–Emmett–Teller (BET) method and the pore size distributions were derived from the adsorption branches of the isotherms using the Barrett–Joyner–Halenda model.
The H2 temperature-programmed reduction (TPR) experiments were performed on a Micromeritics AutoChem 2920 chemisorption analyser. Typically, 0.1 g sample was pretreated in pure N2 at 400°C for 0.5 h and then cooled to 20°C followed by N2 purging for 0.5 h. The temperature was heated by 10°C min−1 from 100 to 800°C in 10 vol% H2/Ar. Thermal conductivity detector monitored H2 consumption in this progress.
The NH3 temperature-programmed desorption (TPD) experiments were carried out on the same equipment as the TPR experiment. As a pretreatment step, 0.1 g samples were purged at 400°C in N2 for 0.5 h and cooled to 30°C. Then the samples were purged in NH3 for 1.0 h. At last, the programmed desorption was carried out at the rate of 10°C min−1 (100–500°C) in Ar.
In situ diffuse reflectance infrared Fourier transform spectroscopy (DRIFTS) experiments were carried out on a Nicolet 6700 FTIR spectrometer with an MCT/A detector. As a pretreatment step, the catalysts were treated at 450°C in N2 for 0.5 h and cooled to 50°C. Background spectra were recorded in the N2 flow and automatically subtracted from the corresponding spectra. The spectra were recorded by accumulating 64 scans at a 4 cm−1 resolution.
2.3. Catalytic activity test
SCR activity experiments were performed in a fixed-bed reactor containing 0.4 g catalysts (40–60 mesh) with a GHSV of 60 000 h−1. The total gas flow was 200 ml min−1, which was premixed in a gas mixer to obtain the simulated gas of [NO] = [NH3] = 500 ppm, [O2] = 3 vol.%, [H2O] = 8 vol.% (when used), [SO2] = 200 ppm (when used) and balanced by N2. Then the mixed gas went into the reactor and the NO and NO2 concentrations were monitored by a 350-XL flue gas analyser. The experiment data were recorded from 100 to 400°C at a steady state. The formulae for NOx conversion and N2 selectivity were as follows:
| 2.1 |
| 2.2 |
Also, NO oxidation conversion was also tested in the same fixed-bed reactor in the same simulated flue gas components without NH3.
3. Results and discussion
3.1. Catalytic performance
The NOx conversions of various catalysts are plotted as a function of temperature, as exhibited in figure 1a. Among the prepared catalysts, Ce0.35/TiO2 and Ho0.35/TiO2 showed a limited de-NOx activity (less than 80%) in the entire temperature scope. It is notable that the low-temperature (less than 200°C) catalytic activity of Ce0.35/TiO2 was much improved when small amounts of Ho species are doped, as evidenced by the NO conversion of Ho0.15Ce0.35/TiO2. When the Ho/Ti molar ratio rises to 0.45, the NOx conversion over Ce0.35/TiO2 at 150°C was also increased from 22% to 56%. However, further increasing of Ho/Ti molar ratio to 0.6 led to a slight decrease of de-NOx activity in the whole temperature range. Figure 1b shows the N2 selectivity as a function of temperature over HoxCe0.35/TiO2 catalysts. It could be readily observed that the addition of Ho could enhance the N2 selectivity of Ce0.35/TiO2 catalyst. Although all prepared catalysts showed high N2 selectivity in the temperature range of 100–300°C, Ce0.35/TiO2 added with Ho exhibited relatively better N2 selectivity above 300°C compared with Ce0.35/TiO2 catalyst.
Figure 1.

(a) NOx conversion and (b) N2 selectivity in the NH3-SCR reaction over HoxCe0.35/TiO2 catalysts (500 ppm NO, 500 ppm NH3, 3 vol.% O2, total flow rate 200 ml min−1 and GHSV = 60 000 h−1).
3.2. Tolerance of SO2 and H2O
In practical applications, trace amounts of sulfur dioxide and water are still contained in the exhaust gas through the desulfurization unit, which may result in the deactivation of the catalyst. Therefore, the effect of SO2 and water on the SCR activity of the catalyst was studied. Figure 2 depicts the catalytic performance of Ce0.35/TiO2 and Ho0.45Ce0.35/TiO2, as a function of time in the presence of 200 ppm SO2 and 8 vol.% water at 200°C. As exhibited in figure 2, the NO conversion over Ce0.35/TiO2 decreased from 52% to 33% after introducing SO2 + H2O for 200 min, then gradually recovered (37%) after the cut off of SO2 + H2O and kept stable during the following test period. By contrast, the presence of SO2 + H2O in the feed gas induced a dramatic decrease of NO conversion over HoxCe0.35/TiO2 by 10%. After eliminating SO2 + H2O from the feed gas, the conversion of NO over HoxCe0.35/TiO2 was gradually restored to a certain extent but is less than the initial value (about 72%). All these analyses implied that a better resistance of SO2 + H2O could be achieved by Ho modification.
Figure 2.

NOx conversion of Ce0.35/TiO2 and Ho0.45Ce0.35/TiO2 in the presence of SO2 and H2O at 200°C (500 ppm NO, 500 ppm NH3, 3 vol.% O2, 8 vol.% H2O, 200 ppm SO2, total flow rate 200 ml min−1 and GHSV = 60 000 h−1).
3.3. Brunauer–Emmett–Teller results
BET surface area, total pore volume and average pore were tested. As listed in table 1, the specific surface areas of Ce0.35/TiO2, Ho0.35/TiO2, Ho0.15Ce0.35/TiO2, Ho0.3Ce0.35/TiO2, Ho0.45Ce0.35/TiO2, and Ho0.6Ce0.35/TiO2 are 189.61, 157.34, 196.33, 198.34, 204.56 and 203.65 m2 g−1, respectively. It is obvious that the specific surface area of HoxCe0.35/TiO2 became larger as the Ho/Ti molar ratio increased from 0.15 to 0.45. However, doping excess Ho species to Ce/TiO2 (Ho/Ti molar ratio = 0.6) may result in a decrease in BET surface area. Considering the SCR activity results from figure 1a, Ce/TiO2 with proper Ho species modification may possess higher active surface area, which is beneficial for the effective contacts with reactants.
Table 1.
Textural parameters of the catalysts.
| samples | BET surface area (m2 g−1) | pore volume (cm3 g−1) | average pore diameter (nm) |
|---|---|---|---|
| Ce0.35/TiO2 | 189.61 | 0.612 | 9.55 |
| Ho0.35/TiO2 | 157.34 | 0.424 | 7.89 |
| Ho0.15Ce0.35/TiO2 | 196.33 | 0.608 | 9.43 |
| Ho0.3Ce0.35/TiO2 | 198.34 | 0.627 | 9.57 |
| Ho0.45Ce0.35/TiO2 | 204.56 | 0.628 | 9.61 |
| Ho0.6Ce0.35/TiO2 | 203.65 | 0.611 | 9.47 |
3.4. Powder X-ray diffraction results
XRD patterns of Ce0.35/TiO2 and HoxCe0.35/TiO2 are shown in figure 3. Only diffraction peaks assigned to TiO2 are detected. Specifically, much anatase-phase TiO2 (PDF-ICDD21-1272) and a little rutile-phase TiO2 (PDF-ICDD21-1276) are observed. A similar phenomenon was also reported by Liu et al. [21]. It means that Ce and Ho species are highly dispreading on the surface of TiO2. With the increase of Ho-doping amount, the intensities of all diffraction peaks became weak, suggesting that the introduction of Ho could further reduce the crystallization of TiO2. All of the factors above are favourable to a good SCR performance.
Figure 3.

XRD patterns of HoxCe0.35/TiO2 catalysts.
3.5. X-ray photoelectron spectroscopy results
Figure 4 exhibits the X-ray photoelectron spectroscopy (XPS) spectra of Ce 3d and O 1s over Ce0.35/TiO2 and Ho0.45Ce0.35/TiO2 catalysts. In addition, the XPS spectrum of Ho 4d over Ho0.45Ce0.35/TiO2 has been given in figure 4c. Table 2 lists the surface element compositions and their chemical states by the XPS technique.
Figure 4.

XPS spectra of Ce0.35/TiO2 and HoxCe0.35/TiO2 catalysts.
Table 2.
Surface elemental analysis by XPS.
| samples | atomic concentration (%) |
Ce3+/(Ce3+ + Ce4+) | Oβ/(Oβ + Oα) | |||
|---|---|---|---|---|---|---|
| Ce | Ti | O | Ho | |||
| Ce0.35/TiO2 | 4.63 | 13.22 | 82.15 | — | 22.33 | 23.42 |
| Ho0.45Ce0.35/TiO2 | 4.56 | 12.98 | 80.35 | 2.11 | 31.45 | 33.25 |
As seen in figure 4a, the complicated Ce 3d XPS curves of different samples were made up of eight peaks. u and v peaks belonged to 3d3/2 and 3d5/2 spin–orbit components, respectively. u’ and v’ peaks could be attributed to Ce3+ and the other peaks could be assigned to Ce4+ [22]. These Ce3+ /Ce4+ pairs over the catalyst surface were beneficial for not only the storage and release of active oxygen species but also the oxidation of NO to NO2 [23]. Additionally, more Ce3+ would promote the generation of more oxygen vacancies, which help to adsorb reactants [24,25]. The factors mentioned above proved to contribute to the progress of the SCR reaction. Thus, it is necessary to study the ratio of Ce3+/(Ce3+ + Ce4+) over the selected catalysts. The ratio of Ce3+/(Ce3+ + Ce4+) was calculated according to the peak area ratio of the Ce3+ and Ce4+ peaks. The corresponding results are listed in table 2: Ho0.45Ce0.35/TiO2 (31.45%) and Ce0.35/TiO2 (22.33%). Thus, Ho-doping could promote the transformation of Ce4+ to Ce3+ over the catalyst surface, which could also effectively improve the SCR activity of Ce0.35/TiO2.
Figure 4b shows that the O 1s XPS spectra of Ce0.35/TiO2 and Ho0.45Ce0.35/TiO2 consisted of two peaks, lattice oxygen (binding energy = 529.8 eV, labelled as Oα) and chemisorbed oxygen (binding energy = 532 eV, labelled as Oβ) [26,27]. It is well recognized that Oβ is more active than Oα in the oxidation reactions of NO to NO2 [28], which is beneficial for the ‘fast SCR’ reaction (NO + NO2 + 2NH3 = 2N2 + 3H2O). ‘Fast SCR’ reaction has been proved conducive to the improvement of the low-temperature SCR activity [29]. The Oβ/(Oα + Oβ) ratio was calculated and is presented in table 2. It could be observed that Ho0.45Ce0.35/TiO2 has a bigger Oβ/(Oα + Oβ) ratio than Ce0.35/TiO2, which meant that chemisorbed oxygen over the catalyst surface of Ce0.35/TiO2 with Ho modification was obviously improved. Considering the results of the SCR activity and Ce 3d XPS, the Oβ ratio result is corresponding with the Ce3+ ratio and SCR activity. It may be concluded that more Ce3+ was accompanied by an increment of oxygen vacancies and active oxygen species, which played a positive role in the SCR activity. Finally, the XPS spectrum of Ho 4d over Ho0.45Ce0.35/TiO2 is exhibited in figure 4c.
3.6. H2temperature-programmed reduction results
H2-TPR was performed for studying the redox ability of catalysts. In figure 5, no obvious reduction peak of Ho0.35/TiO2 is observed. The reduction peak of Ce0.35/TiO2 at about 530°C belonged to the reduction of Ce4+ to Ce3+ [30,31]. With the introduction of Ho to Ce0.35/TiO2, the reduction peak of surface Ce4+ moved to lower temperature, which could significantly improve the mobility of surface O owing to the strong synergetic effect between Ti, Ce and Ho species. It was also reported that the synergetic effect could lead to the rise of abundant O defects [32,33]. More O defects were beneficial for the improvement of SCR activity because they could promote O diffusion from the subsurface layer and progressively proceed more in-depth into the bulk [34,35]. It could also be observed that Ho0.45Ce0.35/TiO2 showed the lowest reduction temperature at 446°C and this result is corresponding with its best SCR performance. It seems that further increasing the Ho amount would increase the catalyst reduction temperature. In conclusion, the stronger oxidation–reduction ability of Ho0.45Ce0.35/TiO2 is beneficial for the outstanding SCR reaction performance.
Figure 5.

H2-TPR patterns of HoxCe0.35/TiO2 catalysts.
3.7. NH3 temperature-programmed desorption
Figure 6 shows the effect of Ho modification on NH3 desorption behaviour of the prepared samples. From figure 6, no obvious desorption peak of Ho0.35/TiO2 was observed and the peak area of Ce0.35/TiO2 is shallow. After the introduction of Ho, the peak surface area gradually increases and the NH3-TPD profiles existed as a broad peak with the full range of 120–450°C, which included physically adsorbed NH3, the chemically adsorbed species including adsorbed NH3 species on Brønsted acid sites and strongly adsorbed on Lewis acid sites [33,36,37]. Thus, more surface sites were available on the Ce0.35/TiO2 surface for NH3 adsorption after introducing Ho, which could be evidenced by the largest desorption peak area of Ho0.45Ce0.35/TiO2. The phenomenon could also indicate that Ho0.45Ce0.35/TiO2 possesses the most potent surface acidity. Thus the adsorption of NH3 over it could be boosted and the SCR activity could be promoted correspondingly.
Figure 6.

NH3-TPD patterns of HoxCe0.35/TiO2 catalysts.
3.8. NO oxidation
Figure 7 exhibits the NO conversion of NO oxidation reaction over the prepared catalysts. It could be easily seen that the NO oxidation conversions over Ce0.35/TiO2 and Ho0.35/TiO2 are very low (below 25%) during 100–400°C, which is consistent with the lowest SCR activity due to the inefficient conversion from NO to NO2. The activity curves of other catalyst samples demonstrate a parabolic trend, which is an indication of the conversion from the kinetically controlled regime to thermo-dynamically controlled regime [38]. Especially, Ho0.45Ce0.35/TiO2 has a more significant effect on NO oxidation than other samples. The formation of more NO2 on the catalyst surface facilitates NOx reduction in the low-temperature range, which was also corresponding with the XPS results. Although Ho0.6Ce0.35/TiO2 had the highest oxidation activity of NO to NO2 of all samples, it exhibited a relatively lower de-NOx activity compared with Ho0.45Ce0.35/TiO2, which may be attributed to its decreased specific surface area leading to the decreased adsorbed NH3 species.
Figure 7.

Oxidation activity of NO to NO2 by O2 over different catalysts (500 ppm NO, 3 vol.% O2 and 200 ml min−1 total flow rate).
3.9. In situ diffuse reflectance infrared Fourier transform spectroscopy results
3.9.1. NH3 adsorption
Figure 8a shows the DRIFT spectra of NH3 adsorption over Ce0.35/TiO2 at different temperatures. The bands at 1599, 1161 cm−1 with a shoulder at 1109 cm−1 attributed to the coordinated NH3 linked to Lewis acid sites (NH3-L) [39,40] could be observed. The band at 1418 cm−1 could be assigned to NH4+ species on Brønsted acid sites (NH4+-B). Notably, all the bands linked to NH3 species decrease with the temperature increasing owing to the desorption effect.
Figure 8.

In situ DRIFTS of NH3 adsorption with increasing temperature from 50 to 350°C: (a) Ce0.35/TiO2 and (b) Ho0.45Ce0.35/TiO2.
Figure 8b exhibits the DRIFT spectra of NH3 adsorption over HoxCe0.35/TiO2. Similar to the spectra over HoxCe0.35/TiO2, the NH3-L bands (1599 and 1143 cm−1) and the NH4+-B band (1432 cm−1) could also be seen. However, the band intensity of adsorbed NH3 over HoxCe0.35/TiO2 was much stronger than that over Ce0.35/TiO2, which indicated that the introduction of Ho species could greatly increase the quantity of both Lewis acid sites and Brønsted acid sites. Previous study by Chen et al. [41] and Zhou et al. [42] reported that more Brønsted acid sites could help in the generation of adsorbed NH3 species, thus promoting the low-temperature SCR performance. It should also be noted that the intensity of the bands at 1432 cm−1 assigned to Brønsted acid sites in figure 8b decreases faster with temperature rising in comparison with those assigned to Lewis acid sites, suggesting NH3 bonded to Lewis acid sites possessed a better thermostability than that bonded to Brønsted acid sites [41].
3.9.2. NO + O2 adsorption
Figure 9a shows the DRIFT spectra of NO + O2 adsorption over Ce0.35/TiO2 at different temperatures. The bands at 1577, 1536 cm−1 attributed to bidentate nitrate could be clearly observed; the band at 1599 cm−1 could be assigned to ad-NO2 and the band at 1241 cm−1 could be assigned to bridging nitrates [43–45]. It could be observed that all the bands decrease with the temperature increasing owing to the drop in thermal stability.
Figure 9.

In situ DRIFTS of NO + O2 adsorption with increasing temperature from 50 to 350°C: (a) Ce0.35/TiO2 and (b) Ho0.45Ce0.35/TiO2.
Figure 9b exhibits the DRIFT spectra of NO + O2 adsorption over Ho0.45Ce0.35/TiO2 at different temperatures. As shown in figure 9b, the peaks at 1600 cm−1 and 1564 cm−1 belonged to ad-NO2 and bidentate nitrate. The peak at 1232 cm−1 belonged to bridging nitrates [44]. In comparison with that shown in figure 9a, the peak intensity of Ho0.45Ce0.35/TiO2 was stronger than that of Ce0.35/TiO2, which meant that Ho-doping could greatly improve NOx adsorption of Ce0.35/TiO2 catalyst.
3.10. Promotion mechanism
As evidenced by electronic supplementary material, figure S1, all the adsorbed reactants, including ad-NH3 and ad-NOX on Ho0.45Ce0.35/TiO2, could participate in the NH3-SCR reaction. Considering all analysis results given above, doping proper amount of Ho into Ce0.35/TiO2 could generate more active NH3 and NOx species on its surface. After adding Ho species, the generation of more Ce3+ and Oβ over Ho0.45Ce0.35/TiO2 has a facilitation effect on the conversion from NO to NO2. Thus, the Langmuir–Hinshelwood (L–H) mechanism and Eley–Rideal (E–R) mechanism should be mainly responsible for the promoted low-temperature NH3-SCR activity over Ho0.45Ce0.35/TiO2, which could be described by the following processes:
- (1) L–H mechanism:
3.1 3.2
‘Fast SCR’ reaction:
| 3.3 |
| 3.4 |
| 3.5 |
- (2) E–R mechanism:
3.6 3.7 3.8 3.9 3.10
4. Conclusion
In summary, Ce0.35/TiO2 modified with a certain amount of Ho shows an outstanding low-temperature SCR performance and superior SO2 + H2O durability, which could boost the practical application of Ce/TiO2. In situ DRIFTS results revealed that the introduction of Ho species could efficiently promote both active ad-NH3 and ad-NOx species on Ce0.35/TiO2. Moreover, all of these could contribute to the low-temperature SCR activity of Ce0.35Ho0.45/TiO2 through L–H route and E–R route.
Supplementary Material
Acknowledgements
We are grateful to reviewers who provided comments that substantially improved the manuscript.
Ethics
Shanghai University Academic Committee approved the study, and the study was also approved by the National Key Research and Development Program of China (no. 2017YFB0404503). Informed consent for the participants to participate in the study has been received. All authors have been personally and actively involved in substantive work leading to the report, and will hold themselves jointly and individually responsible for its content.
Data accessibility
Our data are deposited at: http://dx.doi.org/10.5061/dryad.c86d5m0 [46].
Authors' contributions
T.-t.Z. designed the study, performed the laboratory experiment and wrote the manuscript. L.-m.Y. assisted in analysing experimental data and editing the manuscript for important intellectual content, and gave the final approval for publication.
Competing interests
We declare we have no competing interests.
Funding
Financial support came from the National Key Research and Development Program of China, no. 2017YFB0404503.
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Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Data Citations
- Zhang T, Yan L. 2019. Data from: Enhanced low-temperature NH3-SCR performance of Ce/TiO2 modified by Ho catalyst Dryad Digital Repository. ( 10.5061/dryad.c86d5m0) [DOI] [PMC free article] [PubMed]
Supplementary Materials
Data Availability Statement
Our data are deposited at: http://dx.doi.org/10.5061/dryad.c86d5m0 [46].
