Please wait a minute...
Frontiers of Environmental Science & Engineering

ISSN 2095-2201

ISSN 2095-221X(Online)

CN 10-1013/X

Postal Subscription Code 80-973

2018 Impact Factor: 3.883

Front. Environ. Sci. Eng.    2021, Vol. 15 Issue (5) : 92    https://doi.org/10.1007/s11783-020-1337-7
RESEARCH ARTICLE
Insight into the promotion mechanism of activated carbon on the monolithic honeycomb red mud catalyst for selective catalytic reduction of NOx
Qiuzhun Chen1, Xiang Zhang1, Bing Li3, Shengli Niu1, Gaiju Zhao4, Dong Wang2(), Yue Peng3, Junhua Li3, Chunmei Lu1, John Crittenden2
1. National Engineering Laboratory for Coal-Burning Pollutants Emission Reduction, School of Energy and Power Engineering, Shandong University, Jinan 250061, China
2. Brook Byers Institute for Sustainable Systems and School of Civil and Environmental Engineering, Georgia Institute of Technology, 828 West Peachtree Street, Atlanta, GA 30332, USA
3. State Key Joint Laboratory of Environment Simulation and Pollution Control, National Engineering Laboratory for Multi Flue Gas Pollution Control Technology and Equipment, School of Environment, Tsinghua University, Beijing 100084, China
4. Energy Institute, Qilu University of Technology (Shandong Academy of Sciences), Jinan 250013, China
 Download: PDF(1656 KB)   HTML
 Export: BibTeX | EndNote | Reference Manager | ProCite | RefWorks
Abstract

• Activated carbon was proposed to be an efficient accelerant for molded red mud catalyst.

• The surface acidity and reducibility were highly improved, as well as the pore structure.

• The enrichment of the surface Fe2+ and the adsorbed oxygen account for the improvement.

Our previous study proved that the acid-pretreatment process could efficiently activate red mud (RM) for the selective catalytic reduction (SCR) of NOx. However, in terms of the molding process, which is the key step determining whether it can be applied in large-scale industrial, the surface acidity and reducibility of catalyst always decreased dramatically, and part of surface area and pore structure were lost. In this study, we prepared monolithic honeycomb red mud (MHRM) catalysts with activated carbon (AC) as an accelerant and investigated the effect of AC on the MHRM. The results showed that the MHRM with 3 wt.% of AC (MHRM-AC3) exhibited the best SCR performance, and kept more than 80% NOx conversion in the range of 325°C–400°C. Compared with the MHRM, MHRM-AC1, and HMRM-AC5, the MHRM-AC3 has more mesoporous and macroporous structures, which can provide more adsorption active sites. The AC significantly improved NH3 adsorption and surface reducibility, which was mainly due to the increase of the surface acid sites (especially the Brönsted acid sites), the concentration of Fe(II), and the surface adsorbed oxygen. The presence of more Fe(II) enriched the surface oxygen vacancies, as well as the surface adsorbed oxygen, due to the charge imbalance and unsaturated chemical bond. And surface adsorbed oxygen exhibited more active than lattice oxygen owing to its higher mobility, which was conducive to NOx reduction in the SCR reaction.

Keywords NOx      Selective catalytic reduction      Iron-based catalyst      Red mud      Monolithic catalyst      Activated carbon     
Corresponding Author(s): Dong Wang   
Issue Date: 17 December 2020
 Cite this article:   
Qiuzhun Chen,Xiang Zhang,Bing Li, et al. Insight into the promotion mechanism of activated carbon on the monolithic honeycomb red mud catalyst for selective catalytic reduction of NOx[J]. Front. Environ. Sci. Eng., 2021, 15(5): 92.
 URL:  
https://academic.hep.com.cn/fese/EN/10.1007/s11783-020-1337-7
https://academic.hep.com.cn/fese/EN/Y2021/V15/I5/92
Fig.1  SCR performance of the monolithic honeycomb catalysts. (a) The monolithic honeycomb catalysts with different AC contents, (b) Reaction rate calculated at 300°C. SCR reaction conditions: [NH3] = [NO] = 0.05%, [O2] = 3.5%, and balanced N2, total flow rate= 2000 mL/min, and gas hourly space velocity (GHSV) = 3000 h-1.
Fig.2  (a) H2-TPR profiles, (b) H2 consumption rate vs temperature estimated during H2-TPR, and (c) NH3-TPD profiles of the monolithic honeycomb catalysts.
Fig.3  XRD spectra of the monolithic honeycomb catalysts.
Samples SBET(m2/g) Pore volume (cm3/g) Average pore diameter (nm) Surface atomic concentrationa) (%)
Fe O
Fe2+ Fe3+ Oa Ob Og
MHRM 68.31 0.183 10.71 21.33 78.67 14.85 26.91 58.24
MHRM-AC1 68.36 0.183 10.70 25.58 74.42 30.53 44.88 24.59
MHRM-AC3 70.15 0.189 10.81 26.45 73.55 32.99 35.34 31.67
MHRM-AC5 71.77 0.185 10.31 24.03 75.97 20.15 25.86 53.99
Tab.1  Surface physical and chemical properties of the monolithic honeycomb catalysts
Fig.4  (a) Pore volume distributions, (b) Local patterns with pore size range of 1.5?4 nm, (c) Local patterns with pore size range of 4?24 nm, (d) Cumulative pore volume, (e) Cumulative pore area, and (f) N2 adsorption-desorption isotherms of the monolithic honeycomb catalysts.
Fig.5  SEM images of the monolithic honeycomb catalysts: (a) MHRM, (b) MHRM-AC1, (c) MHRM-AC3, (d) MHRM-AC5. Elements mapping of the monolithic honeycomb catalysts: (e) MHRM, (f) MHRM-AC1, (g) MHRM-AC3, (h) MHRM-AC5.
Fig.6  XPS spectra of the monolithic honeycomb catalysts over the spectral regions of Fe 2p and O 1s.
1 T Boningari, P R Ettireddy, A Somogyvari, Y Liu, A Vorontsov, C A McDonald, P G Smirniotis (2015). Influence of elevated surface texture hydrated titania on Ce-doped Mn/TiO2 catalysts for the low-temperature SCR of NOx under oxygen-rich conditions. Journal of Catalysis, 325: 145–155
https://doi.org/10.1016/j.jcat.2015.03.002
2 L Black, K Garbev, P Stemmermann, K R Hallam, G C Allen (2003). Characterisation of crystalline C-S-H phases by X-ray photoelectron spectroscopy. Cement and Concrete Research, 33(6): 899–911
https://doi.org/10.1016/S0008-8846(02)01089-X
3 R Cartwright, S Esconjauregui, D Hardeman, S Bhardwaj, R Weatherup, Y Guo, L D’Arsié, B Bayer, P Kidambi, S Hofmann, E Wright, J Clarke, D Oakes, C Cepek, J Robertson (2015). Low temperature growth of carbon nanotubes on tetrahedral amorphous carbon using Fe-Cu catalyst. Carbon, 81(1): 639–649
https://doi.org/10.1016/j.carbon.2014.10.001
4 H Z Chang, T Zhang, H Dang, X Y Chen, Y C You, J W Schwank, J H Li (2018). Fe2O3@SiTi core-shell catalyst for the selective catalytic reduction of NOx with NH3: Activity improvement and HCl tolerance. Catalysis Science & Technology, 8(13): 3313–3320
https://doi.org/10.1039/C8CY00810H
5 K G Chen, R Y Chen, H Cang, A R Mao, Z Tang, Q Xu (2018). Plasma-treated Ce/TiO2-SiO2 catalyst for the NH3-SCR of NOx. Environmental Technology, 39(14): 1753–1764
https://doi.org/10.1080/09593330.2017.1337237
6 L Chen, X X Wang, Q L Cong, H Y Ma, S J Li, W Li (2019). Design of a hierarchical Fe-ZSM-5@CeO2 catalyst and the enhanced performances for the selective catalytic reduction of NO with NH3. Chemical Engineering Journal, 369: 957–967
https://doi.org/10.1016/j.cej.2019.03.055
7 G R Feng, T Y Qi, Y X Guo, J W Bai, J Guo (2020). Physical and chemical characterization of the ash of fallen chinese willow leaves: effects of calcination temperature and aqueous solution. Combustion Science and Technology, 192(5): 871–884
https://doi.org/10.1080/00102202.2019.1594801
8 A Flink, T Larsson, J Sjölén, L Karlsson, L Hultman (2005). Influence of Si on the microstructure of arc evaporated (Ti, Si)N thin films; evidence for cubic solid solutions and their thermal stability. Surface and Coatings Technology, 200(5-6): 1535–1542
https://doi.org/10.1016/j.surfcoat.2005.08.096
9 C Gao, G P Yang, D Wang, Z Q Gong, X Zhang, B Wang, Y Peng, J H Li, C M Lu, J Crittenden (2020). Modified red mud catalyst for the selective catalytic reduction of nitrogen oxides: Impact mechanism of cerium precursors on surface physicochemical properties. Chemosphere, 257: 127215
https://doi.org/10.1016/j.chemosphere.2020.127215
10 Z Q Gong, J Ma, D Wang, S L Niu, B H Yan, Q L Shi, C M Lu, J Crittenden (2020). Insights into modified red mud for the selective catalytic reduction of NOx: Activation mechanism of targeted leaching. Journal of Hazardous Materials, 394: 122536
https://doi.org/10.1016/j.jhazmat.2020.122536
11 F Han, C N Xu, W Wei, F Zhang, P Xu, Z X Zhong, W H Xing (2018). Corrosion behaviors of porous reaction-bonded silicon carbide ceramics incorporated with CaO. Ceramics International, 44(11): 12225–12232
https://doi.org/10.1016/j.ceramint.2018.04.004
12 J Han, D S Zhang, P Maitarad, L Y Shi, S X Cai, H R Li, L Huang, J P Zhang (2015). Fe2O3 nanoparticles anchored in situ on carbon nanotubes via an ethanol-thermal strategy for the selective catalytic reduction of NO with NH3. Catalysis Science & Technology, 5(1): 438–446
https://doi.org/10.1039/C4CY00789A
13 N Husnain, E L Wang, S Fareed, Anwar M Tuoqeer (2019). Comparision on the low-temperature NH3-SCR performance of g-Fe2O3 catalysts prepared by two different methods. Catalysts, 9(12): 1018
https://doi.org/10.3390/catal9121018
14 M R Jo, Y U Heo, Y C Lee, Y M Kang (2014). A nano-Si/FeSi2Ti hetero-structure with structural stability for highly reversible lithium storage. Nanoscale, 6(2): 1005–1010
https://doi.org/10.1039/C3NR04954J
15 Z H Li , Y Geng, L Ma, X Y Chen, J H Li, H Z Chang, J W Schwank (2020). Catalytic oxidation of CO over Pt/Fe3O4 catalysts: Tuning O2 activation and CO adsorption. Frontiers of Environmental Science & Engineering, 14(4): 65
https://doi.org/10.1007/s11783-020-1244-y
16 J X Liu, Z Zhao, C M Xu, J Liu (2019a). Structure, synthesis, and catalytic properties of nanosize cerium-zirconium-based solid solutions in environmental catalysis. Chinese Journal of Catalysis, 40(10): 1438–1487
https://doi.org/10.1016/S1872-2067(19)63400-5
17 J X Liu, J Liu, Z Zhao, Y C Wei, W Y Song (2017a). Fe-Beta@CeO2 core-shell catalyst with tunable shell thickness for selective catalytic reduction of NOx with NH3. AIChE Journal. American Institute of Chemical Engineers, 63(10): 4430–4441
https://doi.org/10.1002/aic.15743
18 J X Liu, J Liu, Z Zhao, J B Tan, Y C Wei, W Y Song (2018). Fe/Beta@SBA-15 core-shell catalyst: Interface stable effect and propene poisoning resistance for NO abatement. AIChE Journal. American Institute of Chemical Engineers, 64(11): 3967–3978
https://doi.org/10.1002/aic.16210
19 J X Liu, J Liu, Z Zhao, Y C Wei, W Y Song, J M Li, X Zhang (2017b). A unique Fe/Beta@TiO2 core-shell catalyst by small-grain molecular sieve as the core and TiO2 nano-size thin film as the shell for the removal of NOx. Industrial & Engineering Chemistry Research, 56(20): 5833–5842
https://doi.org/10.1021/acs.iecr.7b00740
20 J X Liu, H F Cheng, J B Tan, B Liu, Z H Zhang, H D Xu, M J Zhao, W S Zhu, J Liu, Z Zhao (2020). Solvent-free rapid synthesis of porous CeWOx by mechanochemical self-assembly strategy for the abatement of NOx. Journal of Materials Chemistry. A, Materials for Energy and Sustainability, 8(14): 6717–6731
https://doi.org/10.1039/D0TA01541E
21 X S Liu, H F Chen, X D Wu, L Cao, P Jiang, Q F Yu, Y Ma (2019b). Effects of SiO2 modification on the hydrothermal stability of the V2O5/WO3-TiO2 NH3-SCR catalyst: TiO2 structure and vanadia species. Catalysis Science & Technology, 9(14): 3711–3720
https://doi.org/10.1039/C9CY00385A
22 Z M Liu, H Su, B H Chen, J H Li, S I Woo (2016). Activity enhancement of WO3 modified Fe2O3 catalyst for the selective catalytic reduction of NOx by NH3. Chemical Engineering Journal, 299: 255–262
https://doi.org/10.1016/j.cej.2016.04.100
23 Z K Lyu, S L Niu, C M Lu, G J Zhao, Z Q Gong, Y Zhu (2020). A density functional theory study on the selective catalytic reduction of NO by NH3 reactivity of a-Fe2O3 (0 0 1) catalyst doped by Mn, Ti, Cr and Ni. Fuel, 267: 117147
https://doi.org/10.1016/j.fuel.2020.117147
24 Y Matsui, S Nakao, A Sakamoto, T Taniguchi, L Pan, T Matsushita, N Shirasaki (2015). Adsorption capacities of activated carbons for geosmin and 2-methylisoborneol vary with activated carbon particle size: Effects of adsorbent and adsorbate characteristics. Water Research, 85: 95–102
https://doi.org/10.1016/j.watres.2015.08.017
25 D Mukherjee, B G Rao, B M Reddy (2016). CO and soot oxidation activity of doped ceria: Influence of dopants. Applied Catalysis B: Environmental, 197: 105–115
https://doi.org/10.1016/j.apcatb.2016.03.042
26 W T Mu, J Zhu, S Zhang, Y Y Guo, L Q Su, X Y Li, Z Li (2016). Novel proposition on mechanism aspects over Fe-Mn/ZSM-5 catalyst for NH3-SCR of NOx at low temperature: Rate and direction of multifunctional electron-transfer-bridge and in-situ DRIFTs analysis. Catalysis Science & Technology, 6(20): 7532–7548
https://doi.org/10.1039/C6CY01510G
27 Z J Ni, H F Qin, S F Kang, J R Bai, Z L Wang, Y G Li, Z Zheng, X Li (2018). Effect of graphitic carbon modification on the catalytic performance of Fe@SiO2-GC catalysts for forming lower olefins via Fischer-Tropsch synthesis. Journal of Colloid and Interface Science, 516: 16–22
https://doi.org/10.1016/j.jcis.2018.01.017
28 B Ren, J J Liu, Y L Wang, Y G Chen, K Gan, Y D Rong, J L Yang (2019). Hierarchical cellular scaffolds fabricated via direct foam writing using gelled colloidal particle-stabilized foams as the ink. Journal of the American Ceramic Society, 102(11): 6498–6506
https://doi.org/10.1111/jace.16543
29 V Subramanian, V V Ordomsky, B Legras, K Cheng, C Cordier, P A Chernavskii, A Y Khodakov (2016). Design of iron catalysts supported on carbon-silica composites with enhanced catalytic performance in high-temperature Fischer-Tropsch synthesis. Catalysis Science & Technology, 6(13): 4953–4961
https://doi.org/10.1039/C6CY00060F
30 L Schill, S S R Putluru, R Fehrmann, A D Jensen (2014). Low-temperature NH3–SCR of NO on mesoporous Mn0.6Fe0.4/TiO2 prepared by a hydrothermal method. Catalysis Letters, 144(3): 395–402
https://doi.org/10.1007/s10562-013-1176-2
31 F W Sun, H B Liu, D B Shu, T H Chen, D Chen (2019). The characterization and SCR performance of Mn-containing a-Fe2O3 derived from the decomposition of siderite. Minerals (Basel), 9(7): 393
https://doi.org/10.3390/min9070393
32 B Wang, J Ma, D Wang, Z Q Gong, Q L Shi, C Gao, C M Lu, J Crittenden (2020). Acid-pretreated red mud for selective catalytic reduction of NOx with NH3: Insights into inhibition mechanism of binders. Catalysis Today,
https://doi.org/10.1016/j.cattod.2020.05.036
33 C Wang, J Wang, J Q Wang, M Q Shen (2021). Promotional effect of ion-exchanged K on the low-temperature hydrothermal stability of Cu/SAPO-34 and its synergic application with Fe/Beta catalysts. Frontiers of Environmental Science & Engineering, 15(2): 30
https://doi.org/10.1007/s11783-020-1322-1
34 J K Wu, Z Q Gong, C M Lu, S L Niu, K Ding, L T Xu, K Zhang (2018). Preparation and performance of modified red mud-based catalysts for selective catalytic reduction of NOx with NH3. Catalysts, 8(1): 35
https://doi.org/10.3390/catal8010035
35 A J Xie, Y R Tang, X Y Huang, X Jin, P F Gu, S P Luo, C Yao, X Z Li (2019). Three-dimensional nanoflower MnCrOx/Sepiolite catalyst with increased SO2 resistance for NH3-SCR at low temperature. Chemical Engineering Journal, 370: 897–905
https://doi.org/10.1016/j.cej.2019.03.226
36 Z B Xiong, J Liu, F Zhou, D Y Liu, W Lu, J Jin, S F Ding (2017). Selective catalytic reduction of NOx with NH3 over iron-ceriumtungsten mixed oxide catalyst prepared by different methods. Applied Surface Science, 406: 218–225
https://doi.org/10.1016/j.apsusc.2017.02.157
37 L T Xu, S L Niu, C M Lu, D Wang, K Zhang, J Li (2017). NH3-SCR performance and characterization over magnetic iron-magnesium mixed oxide catalysts. Korean Journal of Chemical Engineering, 34(5): 1576–1583
https://doi.org/10.1007/s11814-017-0044-y
38 X J Yao, L Chen, T T Kong, S M Ding, Q Luo, F M Yang (2017). Support effect of the supported ceria-based catalysts during NH3-SCR reaction. Chinese Journal of Catalysis, 38(8): 1423–1430
https://doi.org/10.1016/S1872-2067(17)62868-7
39 J Yang, S Ren, T S Zhang, Z H Su, H M Long, M Kong, L Yao (2020). Iron doped effects on active sites formation over activated carbon supported Mn-Ce oxide catalysts for low-temperature SCR of NO. Chemical Engineering Journal, 379: 122398
https://doi.org/10.1016/j.cej.2019.122398
40 Q L Yang, D Wang, C Z Wang, K Z Li, Y Peng, J H Li (2018). Promotion effect of Ga-Co spinel derived from layered double hydroxides for toluene oxidation. ChemCatChem, 10(21): 4838–4843
https://doi.org/10.1002/cctc.201800764
41 S J Yang, C Z Wang, L Ma, Y Peng, Z Qu, N Q Yan, J H Chen, H Z Chang, J H Li (2013). Substitution of WO3 in V2O5/WO3-TiO2 by Fe2O3 for selective catalytic reduction of NO with NH3. Catalysis Science & Technology, 3(1): 161–168
https://doi.org/10.1039/C2CY20383A
42 S H Zhan, M Y Qiu, S S Yang, D D Zhu, H B Yu, Y Li (2014). Facile preparation of MnO2 doped Fe2O3 hollow nanofibers for low temperature SCR of NO with NH3. Journal of Materials Chemistry. A, Materials for Energy and Sustainability, 2(48): 20486–20493
https://doi.org/10.1039/C4TA04807E
43 K Zhao, W L Han, Z C Tang, J Y Lu, X Hu (2018). High-efficiency environmental-friendly Fe-W-Ti catalyst for selective catalytic reduction of NO with NH3: The structure-activity relationship. Catalysis Surveys from Asia, 22(1): 20–30
https://doi.org/10.1007/s10563-017-9238-x
[1] FSE-20158-OF-CQZ_suppl_1 Download
[1] Yuqing Xu, Zedong Lu, Wenjun Sun, Xiaohui Zhang. Influence of pore structure on biologically activated carbon performance and biofilm microbial characteristics[J]. Front. Environ. Sci. Eng., 2021, 15(6): 131-.
[2] Shaoyi Xu, Xiaolong Wu, Huijie Lu. Overlooked nitrogen-cycling microorganisms in biological wastewater treatment[J]. Front. Environ. Sci. Eng., 2021, 15(6): 133-.
[3] Mengqing Ge, Tao Lin, Kemei Zhou, Hong Chen, Hang Xu, Hui Tao, Wei Chen. Characteristics and removal mechanism of the precursors of N-chloro-2,2-dichloroacetamide in a drinking water treatment process at Taihu Lake[J]. Front. Environ. Sci. Eng., 2021, 15(5): 93-.
[4] Lina Gan, Kezhi Li, Hejingying Niu, Yue Peng, Jianjun Chen, Yuandong Huang, Junhua Li. Simultaneous removal of NOx and chlorobenzene on V2O5/TiO2 granular catalyst: Kinetic study and performance prediction[J]. Front. Environ. Sci. Eng., 2021, 15(4): 70-.
[5] Chen Wang, Jun Wang, Jianqiang Wang, Meiqing Shen. Promotional effect of ion-exchanged K on the low-temperature hydrothermal stability of Cu/SAPO-34 and its synergic application with Fe/Beta catalysts[J]. Front. Environ. Sci. Eng., 2021, 15(2): 30-.
[6] Shanwei Ma, Hang Li, Guan Zhang, Tahir Iqbal, Kai Li, Qiang Lu. Catalytic fast pyrolysis of walnut shell for alkylphenols production with nitrogen-doped activated carbon catalyst[J]. Front. Environ. Sci. Eng., 2021, 15(2): 25-.
[7] Pol Masclans Abelló, Vicente Medina Iglesias, M. Antonia de los Santos López, Jesús Álvarez-Flórez. Real drive cycles analysis by ordered power methodology applied to fuel consumption, CO2, NOx and PM emissions estimation[J]. Front. Environ. Sci. Eng., 2021, 15(1): 4-.
[8] Hossein D. Atoufi, Hasti Hasheminejad, David J. Lampert. Performance of activated carbon coated graphite bipolar electrodes on capacitive deionization method for salinity reduction[J]. Front. Environ. Sci. Eng., 2020, 14(6): 99-.
[9] Dian Ding, Jia Xing, Shuxiao Wang, Xing Chang, Jiming Hao. Impacts of emissions and meteorological changes on China’s ozone pollution in the warm seasons of 2013 and 2017[J]. Front. Environ. Sci. Eng., 2019, 13(5): 76-.
[10] Lian Yang, Qinxue Wen, Zhiqiang Chen, Ran Duan, Pan Yang. Impacts of advanced treatment processes on elimination of antibiotic resistance genes in a municipal wastewater treatment plant[J]. Front. Environ. Sci. Eng., 2019, 13(3): 32-.
[11] Wanqi Qi, Weiying Li, Junpeng Zhang, Xuan Wu, Jie Zhang, Wei Zhang. Effect of biological activated carbon filter depth and backwashing process on transformation of biofilm community[J]. Front. Environ. Sci. Eng., 2019, 13(1): 15-.
[12] Lu Ao, Wenjun Liu, Yang Qiao, Cuiping Li, Xiaomao Wang. Comparison of membrane fouling in ultrafiltration of down-flow and up-flow biological activated carbon effluents[J]. Front. Environ. Sci. Eng., 2018, 12(6): 9-.
[13] Tianyi Chen, Wancong Gu, Gen Li, Qiuying Wang, Peng Liang, Xiaoyuan Zhang, Xia Huang. Significant enhancement in catalytic ozonation efficacy: From granular to super-fine powdered activated carbon[J]. Front. Environ. Sci. Eng., 2018, 12(1): 6-.
[14] Chunfeng Wang, Yanchen Zhu, Dan Yao, Guanfei Chen, Lianjun Wang. Assessing human bioaccessibility of trace contaminants in size-fractionated red mud, derived precipitates and geopolymeric blocks[J]. Front. Environ. Sci. Eng., 2017, 11(6): 12-.
[15] Mingxin Dong, Jun Wang, Jinxin Zhu, Jianqiang Wang, Wulin Wang, Meiqing Shen. Effects of Pd doping on N2O formation over Pt/BaO/Al2O3 during NOx storage and reduction process[J]. Front. Environ. Sci. Eng., 2017, 11(6): 11-.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed