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Carbon Monoxide Promotes the Catalytic Hydrogenation on Metal Cluster Catalysts
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Ruixuan Qin1, Pei Wang1, 2, Pengxin Liu1, Shiguang Mo1, Yue Gong3, Liting Ren1, Chaofa Xu1, Kunlong Liu1, Lin Gu3, Gang Fu1, Nanfeng Zheng1
Research. Vol 2020 Article ID 4172794
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Research. Vol 2020 Article ID 4172794
• Research Article •
Carbon Monoxide Promotes the Catalytic Hydrogenation on Metal Cluster Catalysts
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Ruixuan Qin1, Pei Wang1, 2, Pengxin Liu1, Shiguang Mo1, Yue Gong3, Liting Ren1, Chaofa Xu1, Kunlong Liu1, Lin Gu3, Gang Fu1, Nanfeng Zheng1
Affiliations
  • 1State Key Laboratory for Physical Chemistry of Solid Surfaces, Collaborative Innovation Center of Chemistry for Energy Materials, and National & Local Joint Engineering Research Center for Preparation Technology of Nanomaterials, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen 361005, China
  • 2College of Science, Huazhong Agricultural University, Wuhan 430070, China
  • 3Institute of Physics, Chinese Academy of Sciences, Beijing 100190, China
About Author:

Authors’ Contributions

R. Qin performed most of the experiments; P. Wang performed the DFT calculations; R. Qin and P. Wang wrote the original draft and contributed equally to this work. P. Liu, S. Mo, Y. Gong, L. Ren, C. Xu, K. Liu, and L. Gu supported this work in formal analysis and investigation. N. Zheng and G. Fu were the project supervisors.

Published: 2020-07-20 doi: 10.34133/2020/4172794
Outline
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Size effect plays a crucial role in catalytic hydrogenation. The highly dispersed ultrasmall clusters with a limited number of metal atoms are one candidate of the next generation catalysts that bridge the single-atom metal catalysts and metal nanoparticles. However, for the unfavorable electronic property and their interaction with the substrates, they usually exhibit sluggish activity. Taking advantage of the small size, their catalytic property would be mediated by surface binding species. The combination of metal cluster coordination chemistry brings new opportunity. CO poisoning is notorious for Pt group metal catalysts as the strong adsorption of CO would block the active centers. In this work, we will demonstrate that CO could serve as a promoter for the catalytic hydrogenation when ultrasmall Pd clusters are employed. By means of DFT calculations, we show that Pdn n=2‐147 clusters display sluggish activity for hydrogenation due to the too strong binding of hydrogen atom and reaction intermediates thereon, whereas introducing CO would reduce the binding energies of vicinal sites, thus enhancing the hydrogenation reaction. Experimentally, supported Pd2CO catalysts are fabricated by depositing preestablished [Pd2(μ-CO)2Cl4]2- clusters on oxides and demonstrated as an outstanding catalyst for the hydrogenation of styrene. The promoting effect of CO is further verified experimentally by removing and reintroducing a proper amount of CO on the Pd cluster catalysts.

Ruixuan Qin, Pei Wang, Pengxin Liu, Shiguang Mo, Yue Gong, Liting Ren, Chaofa Xu, Kunlong Liu, Lin Gu, Gang Fu, Nanfeng Zheng. Carbon Monoxide Promotes the Catalytic Hydrogenation on Metal Cluster Catalysts[J]. Research, 2020 , 2020 (7) : 4172794 - . DOI: 10.34133/2020/4172794
Metal catalysts are widely used in industrial applications. Metal nanoparticles, clusters, and even atomically dispersed metal catalysts have been extensively explored for their high mass-specific activity [1–5]. For a wide range of reactions on metal surfaces, the adsorption energies and activation barriers are typically related to the Brønsted-Evans-Polanyi relationships [6–8]. As for metal catalysts with different sizes, their coordinative and electronic properties are often different from each other. For example, small metal clusters with a large part of coordinative unsaturated sites usually have stronger interaction energy with molecules than that of their larger counterparts [9, 10]. According to the Sabatier principle [11], the optimum catalytic performance can be achieved with a medium interaction energy such that volcano-shaped size-performance relationships would be observed in many heterogeneous catalytic reactions [12–16].
In addition to the size effect, the adsorbate-catalyst interaction also causes the electron redistribution in the unity. Similar to the ligands on homogenous catalysts, the coadsorbates on heterogeneous catalysts are able to modulate the electronic and coordinative structures as well, thus altering the adsorption energies of substrates and intermediates [17–21]. These effects will be more profound on ultrasmall clusters where the large ratio of surface atoms makes them an ingenious platform for modulating their electronic properties and thus catalytic performance through the surface coordination chemistry [22, 23].
In this work, through systematic density functional theory (DFT) calculations, we revealed that supported ultrasmall Pd clusters interacted too strongly with H atoms as well as reaction intermediates such that the hydrogenation activity was inhibited. When electron-withdrawing molecules (e.g., CO) were introduced, the adsorption energies of H atoms and hydrogenated intermediates on Pd clusters were weakened, thus boosting hydrogenation performance. Based on the theoretical analysis, oxide-supported Pd2 catalysts with CO binding were synthesized by using presynthesized carbonyl dipalladium clusters, [Pd2(μ-CO)2Cl4]2-, as the precursor. Indeed, the as-prepared Pd2CO catalyst exhibits dramatically enhanced hydrogenation activity. Further experiments revealed that a proper amount of preadsorbed CO showed positive effect for hydrogenation on metal cluster catalysts but negative effect on single-atom catalysts and negligible effect on nanocatalysts. We expected that the metal cluster catalysts with molecular modifiers would have more room to be tuned and bridge the gap of single-atom catalysts and nanosized catalysts.
It is widely accepted that the hydrogenation of C=C bonds follows the so-called Horiuti-Polanyi (H-P) mechanism, which consists of the successive addition of atomic hydrogen to the substrate. In this case, adsorption energies of H atoms on a metal surface turned out to be a critical descriptor [24–26]. In earlier works, the dissociation adsorption energy (ΔE2H) of H2 on Pd(111) and Pd(100) was calculated to be -1.08 eV and -0.98 eV, respectively [27–29]. Both the experiment and theoretical calculations showed that hydrogenation of alkenes would occur smoothly on both Pd(111) and Pd(100) [30]. In addition, it has also been reported that ΔE2H decreased with the size decrease of Pd nanoparticles [31–33]. In order to calculate the dissociation adsorption energy of H2 on different Pd clusters, here, we constructed a set of Pdn with size varying from Pd2 to Pd147. For simplicity, H atoms were placed on the most favorable sites in neighbor configuration. Figure 1 plots the calculated ΔE2H versus the reciprocal of the size of Pdn clusters, i.e., n−1/3. According to our DFT calculations, despite the tortuous trends, ΔE2H became much lower than that of Pd(111) and Pd(100) following the decreasing size of Pd clusters. To the extreme cases, ΔE2H for Pd2 and Pd3 clusters were predicted to be as low as -2.22 eV and -1.73 eV, respectively. Such strong binding of H atoms indicated that ultrasmall Pdn clusters would have poor activity towards hydrogenation.
For the practical using, Pd clusters should be loaded on supports such that the support effect on ΔE2H should not be neglected [34–37]. Computationally, Pdn (n=2‐7) clusters were placed on the anatase TiO2(010) slab surface (Figures S1–S3). DFT calculations demonstrated that the geometries, the Pd-Pd distances, spin states, and the charge distribution of Pdn clusters changed significantly as compared with their unsupported counterparts (Tables S2–S4). Unfortunately, upon being supported on oxide, ΔE2H on the Pd clusters were decreased by 0.2~0.5 eV, further deviating from those of Pd(111) and Pd(100). Figure 2 illustrates the calculated energy profile of catalytic hydrogenation of styrene over TiO2-supported Pd2 clusters (denoted as Pd2/TiO2). In the profile, Pd2 with the dissociated H atoms was used as the energy reference [27]. Styrene was then adsorbed with an adsorption energy of -0.52 eV, close to that on the H-covered Pd(100) surface (-0.43 eV). However, Pd2 and Pd(100) have dramatically different behaviors in the following hydrogenation steps. As illustrated in Figure 2, the first step hydrogenation (TS1) on Pd2/TiO2 involved a barrier of 1.26 eV (Figure S4). More severely, the second step was highly endothermic (1.52 eV), and no TS was able to be located despite our best efforts. These data indicated that not only H atom but also the alkyl radical was strongly bound on Pd2/TiO2 [38]. We also explored the hydrogenation of styrene on TiO2-supported Pd3 clusters (Pd3/TiO2) in which the two-step hydrogenation also exhibited high barriers of 0.70 eV (TS1) and 1.09 eV (TS2) (Figure S5 and S6). All these results suggested that the adsorption of H atoms and alkyl radical on small Pdn clusters was too strong, far deviating from the volcano peak based on the Sabatier principle.
The disfavored binding of both H and alkyl radical is related to the electronic property of the Pd clusters [24, 38]. Thus, a possible way to remedy the hydrogenation activity of Pdn clusters is to tune their electronic structures. It has been well documented that the adsorbed CO molecules can attract electrons from metal d orbitals [39, 40], thus regulating the adsorption energies of other coadsorbed species [17–21]. In this regard, introducing a proper amount of CO was expected to enhance the catalytic hydrogenation activity of Pd clusters. Computationally, one CO molecule was placed on the site nearby the H atom adsorption sites, sharing at least one Pd atom (Figures S7–S10). As shown in Figure 1, the presence of CO did increase ΔE2H on Pd clusters significantly, especially for those ultrasmall Pdn clusters (n=2‐7). Similarly, the binding energy of styrene on the Pd clsuter was also reduced significantly by the cocoordination of CO (Figure S11). Inspired by this result, we revisited the catalytic hydrogenation on both Pd2/TiO2 and Pd3/TiO2 catalysts with Pd modified by CO, hereafter denoted as Pd2CO/TiO2 and Pd3CO/TiO2, respectively. The dissociation of H2 on Pd2CO/TiO2 and Pd3CO/TiO2 only needs to overcome small barriers of 0.35 eV and 0.18 eV (Figure S10), respectively, indicating that the H-P mechanism would still work on the CO-modified catalysts. As shown in Figure 2, on Pd2CO/TiO2, the reaction was downhill by 1.33 eV when going from the H atom adsorption state to the final state (FS), the production of ethylbenzene. As the result, the stepwise hydrogenation on Pd2CO/TiO2 exhibited very small barriers, 0.31 eV (TS1) and 0.35 eV (TS2) (Figure S4). A similar situation was found in Pd3CO/TiO2 catalyzed styrene hydrogenation, which was also exothermic by 0.91 eV. The calculated barriers for TS1 and TS2 were 0.81 eV and 0.54 eV (Figures S5 and S6), respectively. These findings indicated that introducing a proper amount of CO on Pdn clusters would enhance the catalytic hydrogenation.
Inspired by the theoretical results, we synthesized Pd2CO/TiO2 by depositing a premade dipalladium complex, [Pd2(μ-CO)2Cl4]2-, on TiO2 [41, 42]. The THF solution of the metal precursor was added dropwise into the THF dispersion of TiO2 (Figures S12–S15) with ca. 0.2 wt% Pd loading. The scanning transmission electron microscope (STEM) energy dispersive X-ray (EDX) element mapping images in Figure S16 confirmed the highly dispersed Pd on TiO2, and no Pd nanoparticles were observed by HRTEM (Figure S17). As shown in Figure S18, the similar UV-vis spectrum of the as-obtained catalyst to that of the precursor in THF implied the mainly preserved coordination structure of the dinuclear Pd2 motifs. Indeed, high-angle annular dark-field (HAADF) STEM studies (Figure 3(a) and Figure S19) clearly revealed the dinuclear nature of Pd on TiO2, confirming that the main structure of the dinuclear Pd2 motifs was preserved upon deposition. The measured distance between the two nearby Pd atoms was about 2.7 Å, also consistent with that in the corresponding crystal structure (Figure S20 and Tables S5 and S6) and our calculations (2.72 Å, Table S2). As shown in the Fourier transform extended X-ray absorption fine structure (FT-EXAFS) in Figure 3(b), the Pd-Pd scattering shell was kept after loading. The fitted coordination number (CN) of Pd-Pd in the as-obtained Pd2CO/TiO2 was 1.2, close to that in the precursor (Figures S21 and S22, Table S7). We thus assumed that upon deposition, the [Pd2(μ-CO)2Cl4]2- cluster reacted with the surface-adsorbed water or hydroxyl species with one of the CO ligands oxidized into CO2 (see Equation (1)), while the other CO remained on the deposited Pd cluster [43]. The retained CO was confirmed by DRIFTS and temperature programmed desorption-mass spectrometry (TPD-MS) (Figures S23–S25):
(1)Pd2μ−CO2Cl42−+H2O→Pd2μ−CO+CO2+2H++4Cl−
As shown in the diffuse reflectance infrared Fourier transform spectroscopy (DRIFTS) for Pd2CO/TiO2-catalyzed ethylene hydrogenation (Figure S26), the CO molecules inherited from the carbonyl precursors were nicely preserved on Pd. The catalytic activity of Pd2CO/TiO2 in the hydrogenation of styrene was evaluated and compared with those of single-atom Pd catalysts, such as Pd1/TiO2-EG (denoted as Pd1) with single-atom Pd on ethylene glycolate-stabilized TiO2(B) [43], and Pd1/TiO2-cal (denoted as Pd1-cal) with surface ethylene glycolate removed by calcination [44]. As shown in Figure 3(c), Pd2CO/TiO2 exhibited a much higher activity than the two single-atom Pd catalysts [45, 46]. The calculated TOFs based on the surface Pd atoms (Figure S27) revealed that, with the presence of CO binding, the supported Pd2 clusters were indeed as active as the surface Pd on large NPs. More importantly, the high Pd dispersion made the supported Pd2CO exhibit several times higher mass-specific activity (normalized by all Pd atoms in the catalyst). In addition, as shown in Figure 3(d), the apparent activation energy (Ea) of Pd2CO/TiO2 (29.6 kJ/mol) was much smaller than the single-atom Pd catalysts (Pd1, 57.9 kJ/mol; Pd1-cal, 112.7 kJ/mol) and comparable to that of Pd nanosheets (28.2 kJ/mol). Furthermore, when D2 was used to replace H2 for the catalysis (Figure S28), a normal isotope effect of 2.02 was observed on Pd2CO/TiO2, confirming the homolytic activation mechanism of H2. Although the Pd-Pd coordination number was slightly changed (Figure S29, Table S7), Pd2CO/TiO2 maintained its high catalytic activity in 5 runs (Figure S30).
The promotional effect of CO on Pd clusters was further confirmed by removing CO from Pd2CO/TiO2 through calcination and readding an appropriate amount of CO to CO-removal catalysts. The presence of Pd-Pd scattering (CN≈4) in FT-EXAFS indicated the formation of larger Pd clusters (ca. a cluster with ~10-20 Pd atoms in average) after calcination and treatment with H2. After reintroducing CO, the bridge site and hollow site CO adsorbed on reduced Pd were also figured out in DRIFTS (Figure S31). Although no significant structure change of Pd clusters was observed in the FT-EXAFS, the slightly positive shift of XANES after introducing CO revealed the electronic transfer between the Pd clusters and CO (Figure S32 and Table S7). In styrene hydrogenation, the catalytic activity of Pd2/TiO2-cal was only ~1/5 of Pd2CO/TiO2 (Figure 4(a) and Figure S26). The apparent activation energy (80.1 kJ/mol, Figure S33) was much larger than that of Pd2CO/TiO2 and Pd nanosheets, implying that the bare Pd clusters were not efficient for hydrogenation, also echoing with our theoretical predictions. Interestingly, by introducing a proper amount of CO back to the CO-free system, the hydrogenation activity was enhanced by about twice (Figure 4(a)). In comparison, the activity of single-atom Pd catalysts was deterred significantly upon the introduction of CO, no matter for the calcined and uncalcined samples (Figure 4(b) and Figure S34a). It has been reported that the coordinated CO on the single-atom Ir could promote CO oxidation following the Eley-Rideal mechanism at the interfacial site [47], but the strongly coordinated CO on single-atom Pd will block the activation of H2 and inhibit the hydrogenation following the H-P mechanism. Interestingly, when Pd nanosheets and Pd nanocubes were used, the addition of CO would not retard much the hydrogenation (Figure 4(c) and Figure S34b). This can be explained by the possible formation of Pd hydride species upon the introduction of H2, which helps to weaken the CO binding on Pd and thus exhibits high CO tolerance [48]. Experimentally, the catalytic performance tests were conducted after long-time purging with H2, also helping to remove CO from the Pd surface.
More impressively, an Al2O3-supported Pd catalyst with 0.5 wt% mass loading and ~55% Pd dispersion was prepared (ca. ~1 nm, ~40 Pd atoms, Figures S35 and 36). The predominant H2 desorption temperature was decreased from about 175°C to 120°C with preadsorbed CO (Figure S37), verifying that the adsorption of CO reduced the binding energy of H over Pd clusters. Again, in styrene hydrogenation, 0.5 wt% Pd/Al2O3 displayed a three-time enhancement in the catalytic activity after being treated with CO (Figure 4(d)). Furthermore, as demonstrated in the in situ DRIFTS (Figure S38), the adsorbed bridge and hollow site CO on the reduced Pd surface was preserved on Pd/Al2O3 even after being heated up to 100°C in the condition of catalytic ethylene hydrogenation. Consequently, as shown in Figure 4(e), after the Pd/Al2O3 catalyst was treated with CO, the promotional effect kept for several hours, despite the gradual reduction of the promotional effect related to the desorption of partial CO during the exothermic ethylene hydrogenation. Once CO was removed, the activity decreased back to the initial value, excluding the probable structure change.
To expand the applications of the supported Pd2CO cluster, 0.2 wt% Pd2CO/Al2O3 was also fabricated using Al2O3 as the support (Figures S39 and S40 and Table S7). Pd2CO/Al2O3 exhibited almost the same catalytic activity as Pd2CO/TiO2 in styrene hydrogenation (Figure S41), indicating that it was the CO ligand but not the support promoting the catalysis of the Pd clusters. As demonstrated in the H2O2 production through the 2-ethylanthraquinone route in Figure 4(f), Pd2CO/Al2O3 was much more efficient than the atomically dispersed Pd1/TiO2-EG catalyst and also commercial Pd/C. The H2O2 yield on Pd2CO/Al2O3 was achieved as high as 93% with the production rate of 1054  gH2O2·gPd−1·h−1 (Table S8).
To summarize, we demonstrate here that the coordination of small molecules on the ultrasmall metal clusters provides a powerful vector in tailoring their catalytic performance. For Pd clusters with a limited number of Pd atoms, such as Pd2 and Pd3, the too strong adsorption of the H atoms and alkyl radicals would inhibit the catalytic hydrogenation. Theoretical calculations predicted that hydrogenation activity would be significantly enhanced by introducing electron-withdrawing molecules, such as CO, on Pd clusters as the adsorption energies of hydrogen and hydrogenated intermediates were reduced. Supported Pd2CO clusters were successfully synthesized using dinuclear Pd-carbonyl clusters as the Pd precursor. Surprisingly, the mass-specific activity of supported Pd2CO exceeded those of the atomically dispersed Pd catalysts and Pd nanoparticles. The promotion effect of CO of the catalysis of small Pd clusters was unambiguously confirmed by removing and reintroducing CO. Our work reveals that the electronic and coordinative structures of metal clusters are significantly distinguished from those of the conventional metal nanoparticles.
Spin-polarized calculations were carried out with the Vienna ab initio simulation package (VASP) [49, 50]. The electron exchange and correlation were treated with the generalized gradient approximation using PBE functional [51]. The valence electrons were described by plane wave basis sets with a cut-off energy of 400 eV, and the core electrons were replaced by the projector augmented wave pseudopotential [52, 53]. Geometries of minima and TSs were converged to a residual force smaller than 0.03 eV/Å. The transition states were determined using the nudged elastic band (NEB) approach [54], with a subsequent quasi-Newton optimization to refine the TS’ structures and energies. All the local minima and TSs were verified by vibrational frequency calculations.
For Pdn clusters (n=2, 3, 4, 7, 13, 55, and 147), as shown in Figure 1, the geometry structures with the highest symmetry were chosen [31, 55]. To avoid image interaction, the shortest distances between the image clusters were set to be more than 10 Å. In these cases, the Gamma point only calculations were performed. For the Pd(111) and Pd(100) surfaces, (3×4) supercells with five atomic layers were used. The vacuum regions between the slabs were 15 Å, and the k-point sampling was generated following the Monkhorst-Pack procedure with a 3×3×1 mesh. For the Pd surface models, the bottom two layers were fixed at a bulk truncated position, while the top three layers and the adsorbates were fully relaxed. For the Pd clusters on anatase, a five-layer TiO2(010) p1×4 slab was used and the utermost surface was fully hydroxylated (Figure S1). The GGA+U approximation with the Dudarev “+U” term with a U‐J value of 4.2 eV for the d electrons of Ti atoms was adopted [56]. The structure of anatase-supported Pdn was optimized by placing different initial configurations of Pd clusters on the surface. Such a method is appropriate to locate the global minima of ultrasmall clusters and has been frequently adopted in the literature [57, 58]. DFT calculations showed that not only the Pdn cluster but also PdnCO clusters (n=2‐7) can strongly interact with the surface oxygen atoms over TiO2(010).
For the preparation of Pd2CO/TiO2, and Pd2CO/Al2O3, 10  μL H2PdCl4 (1 M) was introduced into 1 mL THF in a glass bottle, and the solution was kept stirred under 0.2 MPa CO at room temperature till the color of the solution turned into bright yellow. Then, the solution was introduced dropwise into 20 mL THF dispersions of the supports (500 mg TiO2 or Al2O3) under stirring; then, the solvent was removed by centrifugation and dried under vacuum at room temperature; the as-obtained catalysts were denoted as Pd2CO/TiO2 and Pd2CO/Al2O3. The single-atom Pd catalysts were synthesized following the procedures reported previously [43, 44]. The colloidal Pd nanosheets (Pd NSs) and Pd nanocubes (Pd NCs) with preferential (111) and (100) exposed surface, respectively, were prepared following the procedures reported previously in our group [27, 41]. All these catalysts were used without any pretreatment. The 0.5 wt% Pd/Al2O3 was prepared following the typical impregnation method; the catalyst was calcined in air at 300°C for 2 h and reduced in H2 at 100°C for 1 h before applying in catalysis. The bridge site and hollow site CO adsorbed on 0.5 wt% Pd/Al2O3 after reduction suggested the presence of reduced Pd and Pd-Pd moieties on the surface.
For styrene hydrogenation, a proper amount of catalyst was introduced in 10 mL EtOH and stirred at 30°C and 0.1 MPa H2 atmosphere for 10 min; then, 0.55 mL (5 mmol) styrene was added. The ratio of substrate to catalyst (S/C) was controlled. For the gas-powder phase ethylene hydrogenation, Pd/Al2O3 was first reduced at 100°C for 30 min before cooled down to 30°C and applied in ethylene hydrogenation. For CO adsorption, the catalyst was treated with 5% CO/Ar (30 mL/min) at 30°C for 15 min, then flushed with feed gas at 60°C for 30 min before cooled down to 30°C. For CO desorption, the catalyst was treated with feed gas at 150°C for 30 min, then cooled down to 30°C again. The production of H2O2 was performed following the procedure reported in the literature [45].
  • Fundamental Research Funds for the Central Universities(20720180026)
  • National Natural Science Foundation of China(91845102; 21573178; 21721001; 21890752; 21731005)
  • National Key R&D Program of China(2017YFA0207303; 2017YFA0207304)
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Year 2020 volume 2020 Issue 7
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Article Info
doi: 10.34133/2020/4172794
  • Receive Date:2020-03-12
  • Online Date:2026-10-27
  • Published:2020-07-20
Article Data
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  • Received:2020-03-12
  • Accepted:2020-06-17
Funding
Fundamental Research Funds for the Central Universities(20720180026)
National Natural Science Foundation of China(91845102; 21573178; 21721001; 21890752; 21731005)
National Key R&D Program of China(2017YFA0207303; 2017YFA0207304)
Affiliations
    1State Key Laboratory for Physical Chemistry of Solid Surfaces, Collaborative Innovation Center of Chemistry for Energy Materials, and National & Local Joint Engineering Research Center for Preparation Technology of Nanomaterials, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen 361005, China
    2College of Science, Huazhong Agricultural University, Wuhan 430070, China
    3Institute of Physics, Chinese Academy of Sciences, Beijing 100190, China
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表12种不同金属材料的力学参数
科
Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)
属
Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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