Skip to main content
Log in

From Flat Surfaces to Nanoparticles: In Situ Studies of the Reactivity of Model Catalysts

  • Perspective
  • Published:
Catalysis Letters Aims and scope Submit manuscript

Abstract

This perspective summarizes results of in situ adsorption and reaction experiments on graphene-supported nanoparticles: the particular aim is to point out similarities and differences between studies on “traditional” single crystal studies and the more complex, more realistic nanoparticles. It is shown that the use of quantitative X-ray photoelectron spectroscopy allows for gaining a detailed insight even into these complex systems, thereby facilitating a further step into bridging the materials gap from fundamental science to applied sciences. The use of graphene as a substrate gives intriguing new possibilities, as the template effect of graphene can lead to a very narrow size distribution of the clusters, while graphene itself is chemically innocent, thereby making side processes such as spill over and reverse spill over less likely. The systems discussed range from extremely well studied systems such as the adsorption and reaction of CO on a Pt(111) surface, to stepped surfaces and finally to nanocluster arrays supported on a graphene support. Also, the important chemistry of sulfur, being a strong catalyst poison, on such systems will be discussed. While the adsorption behavior on nanoclusters is strongly reminiscent of the adsorption on stepped surfaces, a strong increase in the reactivity of nanoparticles systems is found.

Graphical Abstract

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11
Fig. 12

Similar content being viewed by others

Md. Sajibul Alam Bhuyan, Md. Nizam Uddin, … Sayed Shafayat Hossain

References

  1. Baraldi A, Comelli G, Lizzit S, Cocco D, Paolucci G, Rosei R (1996) Surf Sci 367:L67

    Article  CAS  Google Scholar 

  2. Freund H-J, Kuhlenbeck H, Libuda J, Rupprechter G, Bäumer M, Hamann H (2001) Top Catal 15:201

    Article  CAS  Google Scholar 

  3. Libuda J, Freund HJ (2005) Surf Sci Rep 57:157

    Article  CAS  Google Scholar 

  4. Rasmussen PB, Hendriksen BLM, Zeijlemaker H, Ficke HG, Frenken JWM (1998) Rev Sci Instrum 69:3879

    Article  CAS  Google Scholar 

  5. Roobol SB, Cañas-Ventura ME, Bergman M, Van Spronsen MA, Onderwaater WG, Van Der Tuijn PC, Koehler R, Ofitserov A, Van Baarle GJC, Frenken JWM (2015) Rev Sci Instrum 86:033706

    Article  CAS  Google Scholar 

  6. Van Rijn R, Ackermann MD, Balmes O, Dufrane T, Geluk A, Gonzalez H, Isern H, De Kuyper E, Petit L, Sole VA, Wermeille D, Felici R, Frenken JWM (2010) Rev Sci Instrum 81:014101

    Article  CAS  Google Scholar 

  7. Tian CS, Shen YR (2014) Surf Sci Rep 69:105

    Article  CAS  Google Scholar 

  8. Bluhm H, Hävecker M, Knop-Gericke A, Kiskinova M, Schlögl R, Salmeron M (2007) MRS Bull 32:1022

    Article  CAS  Google Scholar 

  9. Salmeron M, Schlögl R (2008) Surf Sci Rep 63:169

    Article  CAS  Google Scholar 

  10. Somorjai GA, Chen P (2001) Solid State Ionics 141–142:3

    Article  Google Scholar 

  11. Somorjai GA (1994) Introduction to surface chemistry and catalysis. Wiley, New Jersey

    Google Scholar 

  12. Chorkendorff I, Niemantsverdriet JW (2003) Concepts of modern catalysis and kinetics. Wiley, New Jersey

    Book  Google Scholar 

  13. Tränkenschuh B (2006) Dissertation. Erlangen

  14. Trankenschuh B, Fritsche N, Fuhrmann T, Papp C, Zhu JF, Denecke R, Steinruck HP (2006) J Chem Phys 124:74712

    Article  CAS  Google Scholar 

  15. Tränkenschuh B, Papp C, Fuhrmann T, Denecke R, Steinrück H-P (2007) Surf Sci 601:1108

    Article  CAS  Google Scholar 

  16. Streber R, Papp C, Lorenz MPA, Bayer A, Denecke R, Steinrück H-P (2009) Angew Chem Int Ed 48:9743

    Article  CAS  Google Scholar 

  17. Streber R, Papp C, Lorenz MPA, Höfert O, Darlatt E, Bayer A, Denecke R, Steinrück H-P (2010) Chem Phys Lett 494:188

    Article  CAS  Google Scholar 

  18. Streber R, Papp C, Lorenz MPA, Höfert O, Zhao W, Wickert S, Darlatt E, Bayer A, Denecke R, Steinrück H-P (2010) J Phys Chem C 114:19734

    Article  CAS  Google Scholar 

  19. Streber R, Papp C, Lorenz MPA, Bayer A, Wickert S, Schöppke M, Denecke R, Steinrück H-P (2009) J Phys Condens Matter 21:134018

    Article  CAS  Google Scholar 

  20. Henry CR (2015) Catal Lett 145:731

    Article  CAS  Google Scholar 

  21. Freund HJ, Baumer M, Libuda J, Kuhlenbeck H, Risse T, Al-Shamery K, Hamann H (1998) Cryst Res Technol 33:977

    Article  CAS  Google Scholar 

  22. Vayssilov GN, Lykhach Y, Migani A, Staudt T, Petrova GP, Tsud N, Skála T, Bruix A, Illas F, Prince KC, Matolín V, Neyman KM, Libuda J (2011) Nat Mater 10:310

    Article  CAS  Google Scholar 

  23. Henry CR (1998) Surf Sci Rep 31:231

    Article  CAS  Google Scholar 

  24. Freund HJ, Libuda J, Baumer M, Risse T, Carlsson A (2003) Chem Rec 3:181

    Article  CAS  Google Scholar 

  25. Freund H-J (2016) J Am Chem Soc 138:8965

    Article  CAS  Google Scholar 

  26. Campbell CT (1997) Surf Sci Rep 27:1

    Article  CAS  Google Scholar 

  27. Schauermann S, Nilius N, Shaikhutdinov S, Freund H-J (2012) Acc Chem Res 46:1673

    Article  CAS  Google Scholar 

  28. Brandt B, Fischer JH, Ludwig W, Libuda J, Zaera F, Schauermann S, Freund HJ (2008) J Phys Chem C 112:11408

    Article  CAS  Google Scholar 

  29. Johanek V, Schauermann S, Laurin M, Libuda J, Freund HJ (2003) Angew Chem Int Ed 42:3035

    Article  CAS  Google Scholar 

  30. Schalow T, Brandt B, Starr DE, Laurin M, Shaikhutdinov SK, Schauermann S, Libuda J, Freund HJ (2006) Angew Chem Int Ed 45:3693

    Article  CAS  Google Scholar 

  31. N’Diaye AT, Bleikamp S, Feibelman PJ, Michely T (2006) Phys Rev Lett 97:2155011

    Article  CAS  Google Scholar 

  32. N’Diaye AT, Gerber T, Busse C, Myslivecek J, Coraux J, Michely T (2009) New J Phys 11:103045

    Article  CAS  Google Scholar 

  33. Auer E, Freund A, Pietsch J, Tacke T (1998) Appl Catal A General 173:259

    Article  CAS  Google Scholar 

  34. Bai S, Shen XP (2012) Rsc Adv 2:64

    Article  CAS  Google Scholar 

  35. Sutter P, Sadowski JT, Sutter E (2009) Phys Rev B 80:245411

    Article  CAS  Google Scholar 

  36. Coraux J, N‘Diaye AT, Busse C, Michely T (2008) Nano Lett 8:565

    Article  CAS  Google Scholar 

  37. Gotterbarm K, Steiner C, Bronnbauer C, Bauer U, Steinrück H-P, Maier S, Papp C (2014) J Phys Chem C 118:15934

    Article  CAS  Google Scholar 

  38. Marchini S, Günther S, Wintterlin J (2007) Phys Rev B 76:075429

    Article  CAS  Google Scholar 

  39. Batzill M (2012) Surf Sci Rep 67:83

    Article  CAS  Google Scholar 

  40. Wintterlin J, Bocquet ML (2009) Surf Sci 603:1841

    Article  CAS  Google Scholar 

  41. Franz D, Blanc N, Coraux J, Renaud G, Runte S, Gerber T, Busse C, Michely T, Feibelman PJ, Hejral U, Stierle A (2016) Phys Rev B 93:045426

    Article  CAS  Google Scholar 

  42. Franz D, Runte S, Busse C, Schumacher S, Gerber T, Michely T, Mantilla M, Kilic V, Zegenhagen J, Stierle A (2013) Phys Rev Lett 110:065503

    Article  CAS  Google Scholar 

  43. Papp C, Steinrück H-P (2013) Surf Sci Rep 68:446

    Article  CAS  Google Scholar 

  44. Denecke R, Kinne M, Whelan CM, Steinrück H-P (2002) Surf Rev Lett 9:797

    Article  CAS  Google Scholar 

  45. Baraldi A, Baranaba M, Brena B, Cocco D, Comelli G, Lizzit S, Paolucci G, Rosei R (1995) J Electron Spectroc Relat Phenom 76:145

    Article  CAS  Google Scholar 

  46. Höfert O, Gleichweit C, Steinrück HP, Papp C (2013) Rev Sci Instrum 84:093103

    Article  CAS  Google Scholar 

  47. Lorenz MPA, Fuhrmann T, Streber R, Bayer A, Bebensee F, Gotterbarm K, Kinne M, Tränkenschuh B, Zhu JF, Papp C, Denecke R, Steinrück H-P (2010) J Chem Phys 133:014706

    Article  CAS  Google Scholar 

  48. Papp C, Tränkenschuh B, Streber R, Fuhrmann T, Denecke R, Steinrück H-P (2007) J Phys Chem C 111:2177

    Article  CAS  Google Scholar 

  49. Papp C, Fuhrmann T, Tränkenschuh B, Denecke R, Steinrück H-P (2006) Phys Rev B 73:235426

    Article  CAS  Google Scholar 

  50. Steinrück H-P, Fuhrmann T, Papp C, Tränkenschuh B, Denecke R (2006) J Chem Phys 125:204706

    Article  CAS  Google Scholar 

  51. Fuhrmann T, Kinne M, Tränkenschuh B, Papp C, Zhu JF, Denecke R, Steinrück HP (2005) New J Phys 7:107

    Article  CAS  Google Scholar 

  52. Papp C, Fuhrmann T, Tränkenschuh B, Denecke R, Steinrück H-P (2007) Chem Phys Lett 442:176

    Article  CAS  Google Scholar 

  53. Gotterbarm K, Luckas N, Höfert O, Lorenz MPA, Streber R, Papp C, Viñes F, Steinrück H-P, Görling A (2012) J Chem Phys 136:094702

    Article  CAS  Google Scholar 

  54. Kinne M, Fuhrmann T, Whelan CM, Zhu JF, Pantförder J, Probst M, Held G, Denecke R, Steinrück H-P (2002) J Chem Phys 117:10852

    Article  CAS  Google Scholar 

  55. Amende M, Gleichweit C, Xu T, Höfert O, Koch M, Wasserscheid P, Steinrück HP, Papp C, Libuda J (2016) Catal Lett 146:851

    Article  CAS  Google Scholar 

  56. Papp C, Wasserscheid P, Libuda J, Steinrück HP (2014) Chem Rec 14:879

    Article  CAS  Google Scholar 

  57. Lorenz MPA, Fuhrmann T, Streber R, Bayer A, Bebensee F, Gotterbarm K, Kinne M, Tränkenschuh B, Zhu JF, Papp C, Denecke R, Steinrück HP (2010) J Chem Phys 133:014706

    Article  CAS  Google Scholar 

  58. Gleichweit C, Amende M, Höfert O, Xu T, Späth F, Brückner N, Wasserscheid P, Libuda J, Steinrück HP, Papp C (2015) J Phys Chem C 119:20299

    Article  CAS  Google Scholar 

  59. Zhao W, Kozlov SM, Höfert O, Gotterbarm K, Lorenz MPA, Viñes F, Papp C, Görling A, Steinrück H-P (2011) J Phys Chem Lett 2:759

    Article  CAS  Google Scholar 

  60. Gotterbarm K, Zhao W, Höfert O, Gleichweit C, Papp C, Steinrück H-P (2013) Phys Chem Chem Phys 15:19625

    Article  CAS  Google Scholar 

  61. Pletikosić I, Kralj M, Pervan P, Brako R, Coraux J, N’Diaye AT, Busse C, Michely T (2009) Phys Rev Lett 102:056808

    Article  CAS  Google Scholar 

  62. Voloshina E, Dedkov Y (2012) Phys Chem Chem Phys 14:13502

    Article  CAS  Google Scholar 

  63. Yu SD, Fonin M (2010) New J Phys 12:125004

    Article  CAS  Google Scholar 

  64. Martoccia D, Willmott PR, Brugger T, Björck M, Günther S, Schlepütz CM, Cervellino A, Pauli SA, Patterson BD, Marchini S, Wintterlin J, Moritz W, Greber T (2008) Phys Rev Lett 101:1261021

    Article  CAS  Google Scholar 

  65. Marchini S, Günther S, Wintterlin J (2007) Phys Rev B 76:0754291

    Article  CAS  Google Scholar 

  66. Coraux J, N’Diaye AT, Engler M, Busse C, Wall D, Buckanie N, Meyer zu Heringdorf F, van Gastel R, Poelsema B, Michely T (2009) New J Phys 11:0230061

    Article  CAS  Google Scholar 

  67. Donner K, Jakob P (2009) J Chem Phys 131:1647011

    Article  CAS  Google Scholar 

  68. Jacobson P, Stöger B, Garhofer A, Parkinson GS, Schmid M, Caudillo R, Mittendorfer F, Redinger J, Diebold U (2012) ACS Nano 6:3564

    Article  CAS  Google Scholar 

  69. Voloshina EN, Dedkov YS, Torbrügge S, Thissen A, Fonin M (2012) Appl Phys Lett 100:2416061

    Article  CAS  Google Scholar 

  70. Pan Y, Gao M, Huang L, Liu F, Gao H-J (2009) Appl Phys Lett 95:0931061

    Google Scholar 

  71. Sicot M, Bouvron S, Zander O, Rüdiger U, Dedkov YS, Fonin M (2010) Appl Phys Lett 96:0931151

    Article  CAS  Google Scholar 

  72. Sutter E, Albrecht P, Camino FE, Sutter P (2010) Carbon 48:4414

    Article  CAS  Google Scholar 

  73. Chen S, Brown L, Levendorf M, Cai W, Ju S-Y, Edgeworth J, Li X, Magnuson CW, Velamakanni A, Piner RD, Kang J, Park J, Ruoff RS (2011) ACS Nano 5:1321

    Article  CAS  Google Scholar 

  74. Forzatti P, Lietti L (1999) Catal Today 52:165

    Article  CAS  Google Scholar 

  75. Sutter P, Sadowski JT, Sutter EA (2010) J Am Chem Soc 132:8175

    Article  CAS  Google Scholar 

  76. Cui Y, Fu Q, Zhang H, Tan D, Bao X (2009) J Phys Chem C 113:20365

    Article  CAS  Google Scholar 

  77. Zhang H, Fu Q, Cui Y, Tan D, Bao X (2009) J Phys Chem C 113:8296

    Article  CAS  Google Scholar 

  78. Starodub E, Bartelt NC, McCarty KF (2010) J Phys Chem C 114:5134

    Article  CAS  Google Scholar 

  79. Grånäs E, Knudsen J, Schröder UA, Gerber T, Busse C, Arman MA, Schulte K, Andersen JN, Michely T (2012) ACS Nano 6:9951

    Article  CAS  Google Scholar 

  80. Larciprete R, Ulstrup S, Lacovig P, Dalmiglio M, Bianchi M, Mazzola F, Hornekær L, Orlando F, Baraldi A, Hofmann P, Lizzit S (2012) ACS Nano 6:9551

    Article  CAS  Google Scholar 

  81. Gao J-H, Ishida N, Scott I, Fujita D (2012) Carbon 50:1674

    Article  CAS  Google Scholar 

  82. McEwen JS, Payne SH, Kreuzer HJ, Kinne M, Denecke R, Steinrück H-P (2003) Surf Sci 545:47

    Article  CAS  Google Scholar 

  83. Kinne M, Fuhrmann T, Zhu JF, Whelan CM, Denecke R, Steinrück H-P (2004) J Chem Phys 120:7113

    Article  CAS  Google Scholar 

  84. Norton PR, Goodale JW, Selkirk EB (1979) Surf Sci 83:189

    Article  CAS  Google Scholar 

  85. Schweizer E, Persson BNJ, Tüshaus M, Hoge D, Bradshaw AM (1989) Surf Sci 213:49

    Article  CAS  Google Scholar 

  86. Froitzheim H, Hopster H, Ibach H, Lehwald S (1977) Appl Phys 13:147

    Article  CAS  Google Scholar 

  87. Zasada I, Van Hove MA (2000) Surf Rev Lett 07:15

    Article  CAS  Google Scholar 

  88. Orita H, Itoh N, Inada Y (2004) Chem Phys Lett 384:271

    Article  CAS  Google Scholar 

  89. Frank M, Andersson S, Libuda J, Stempel S, Sandell A, Brena B, Giertz A, Bruhwiler PA, Baumer M, Martensson N, Freund HJ (1999) Chem Phys Lett 310:229

    Article  CAS  Google Scholar 

  90. Heemeier M, Stempel S, Shaikhutdinov SK, Libuda J, Baumer M, Oldman RJ, Jackson SD, Freund HJ (2003) Surf Sci 523:103

    Article  CAS  Google Scholar 

  91. Preobrajenski AB, Ng ML, Vinogradov AS, Martensson N (2008) Phys Rev B 78:073401

    Article  CAS  Google Scholar 

  92. Gotterbarm K, Späth F, Bauer U, Bronnbauer C, Steinrück H-P, Papp C (2015) ACS Catal 5:2397

    Article  CAS  Google Scholar 

  93. Brodén G, Pirug G, Bonzel HP (1978) Surf Sci 72:45

    Article  Google Scholar 

  94. Rienks EDL, Bakker JW, Baraldi A, Carabineiro SAC, Lizzit S, Weststrate CJ, Nieuwenhuys BE (2003) Surf Sci 532–535:120

    Article  CAS  Google Scholar 

  95. Rienks EDL, Bakker JW, Baraldi A, Carabineiro SAC, Lizzit S, Weststrate CJ, Nieuwenhuys BE (2003) J Chem Phys 119:6245

    Article  CAS  Google Scholar 

  96. Gotterbarm K, Späth F, Bauer U, Steinrück H-P, Papp C (2015) Top Catal 58:573

    Article  CAS  Google Scholar 

  97. Ertl G, Knözinger H, Weitkamp J (1997) Handbook of heterogeneous catalysis. Wiley, New Jersey

    Book  Google Scholar 

  98. Rodriguez JA, Goodman DW (1991) Surf Sci Rep 14:1

    Article  CAS  Google Scholar 

  99. Taylor KC (1993) Catal Rev Sci Eng 35:457

    Article  CAS  Google Scholar 

  100. Thomas JM, Thomas WJ (1997) Principles and practice of heterogeneous catalysis. Wiley, New Jersey

    Google Scholar 

  101. Astegger S, Bechtold E (1982) Surf Sci 122:491

    Article  CAS  Google Scholar 

  102. Köhler U, Wassmuth H-W (1983) Surf Sci 126:448

    Article  Google Scholar 

  103. Lee AF, Wilson K, Goldoni A, Larcprete R, Lizzit S (2002) Surf Sci 513:140

    Article  CAS  Google Scholar 

  104. Lin X, Schneider WF, Trout BL (2004) J Phys Chem B 108:250

    Article  CAS  Google Scholar 

  105. Lin X, Schneider WF, Trout BL (2004) J Phys Chem B 108:13329

    Article  CAS  Google Scholar 

  106. Polcik M, Wilde L, Haase J, Brena B, Comelli G, Paolucci G (1997) Surf Sci 381:L568

    Article  CAS  Google Scholar 

  107. Sun Y-M, Sloan D, Alberas DJ, Kovar M, Sun Z-J, White JM (1994) Surf Sci 319:34

    Article  CAS  Google Scholar 

  108. Wilson K, Hardacre C, Baddeley CJ, Lüdecke J, Woodruff DP, Lambert RM (1997) Surf Sci 372:279

    Article  CAS  Google Scholar 

  109. Wilson K, Hardacre C, Lambert RM (1995) J Phys Chem 99:13755

    Article  CAS  Google Scholar 

  110. Zebisch P, Stichler M, Trischberger P, Weinelt M, Steinrück H-P (1997) Surf Sci 371:235

    Article  CAS  Google Scholar 

  111. Yao HC, Stepien HK, Gandhi HS (1981) J Catal 67:231

    Article  CAS  Google Scholar 

  112. Lee AF, Wilson K (2003) J Vac Sci Technol A 21:563

    Article  CAS  Google Scholar 

  113. Lee AF, Wilson K, Goldoni A, Larciprete R, Lizzit S (2002) Catal Lett 78:379

    Article  CAS  Google Scholar 

  114. Lee AF, Wilson K (2006) J Phys Chem B 110:907

    Article  CAS  Google Scholar 

  115. Lin X, Hass KC, Schneider WF, Trout BL (2002) J Phys Chem B 106:12575

    Article  CAS  Google Scholar 

  116. Polcik M, Wilde L, Haase J, Brena B, Cocco D, Comelli G, Paolucci G (1996) Phys Rev B 53:13720

    Article  CAS  Google Scholar 

  117. Happel M, Luckas N, Viñes F, Sobota M, Laurin M, Görling A, Libuda J (2011) J Phys Chem C 115:479

    Article  CAS  Google Scholar 

  118. Palmer RL, Smith JN Jr (1974) J Chem Phys 60:1453

    Article  CAS  Google Scholar 

  119. Engel T, Ertl G (1979) Elementary steps in the catalytic oxidation of carbon monoxide on platinum metals. In: Eley HPDD, Paul BW (eds) Advances in catalysis. Academic Press, Amsterdam, p 1

    Google Scholar 

  120. Gland JL, Kollin EB (1985) Surf Sci 151:260

    Article  CAS  Google Scholar 

  121. Xu M, Liu J, Zaera F (1996) J Chem Phys 104:8825

    Article  CAS  Google Scholar 

  122. Zaera F, Liu J, Xu M (1997) J Chem Phys 106:4204

    Article  CAS  Google Scholar 

  123. Kostov KL, Jakob P, Menzel D (1997) Surf Sci 377:802

    Article  Google Scholar 

  124. Yoshinobu J, Kawai M (1995) J Chem Phys 103:3220

    Article  CAS  Google Scholar 

  125. Völkening S, Wintterlin J (2001) J Chem Phys 114:6382

    Article  CAS  Google Scholar 

  126. Wintterlin J, Völkening S, Janssens TVW, Zambelli T, Ertl G (1997) Science 278:1931

    Article  CAS  Google Scholar 

  127. Gland JL, Sexton BA, Fisher GB (1980) Surf Sci 95:587

    Article  CAS  Google Scholar 

  128. Steininger H, Lehwald S, Ibach H (1982) Surf Sci 123:1

    Article  CAS  Google Scholar 

  129. Vajda S, Pellin MJ, Greeley JP, Marshall CL, Curtiss LA, Ballentine GA, Elam JW, Catillon-Mucherie S, Redfern PC, Mehmood F, Zapol P (2009) Nat Mater 8:213

    Article  CAS  Google Scholar 

Download references

Acknowledgements

The author is grateful to HZB for the allocation of synchrotron radiation beamtime and BESSY II staff for support during beamtime. This work was supported by SFB 953 “Synthetic Carbon Allotropes” and the Cluster of Excellence ‘Engineering of Advanced Materials.’ Furthermore I want to thank all the present and former colleagues that participated in this project: Prof. Dr. H.-P. Steinrück, Dr. K. Gotterbarm, Dr. C. Gleichweit, Dr. O. Höfert, Dr. W. Zhao, F. Späth, U. Bauer, C. Bronnbauer, F. Düll, P. Bachmann, J. Steinhauer.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Christian Papp.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Papp, C. From Flat Surfaces to Nanoparticles: In Situ Studies of the Reactivity of Model Catalysts. Catal Lett 147, 2–19 (2017). https://doi.org/10.1007/s10562-016-1925-0

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10562-016-1925-0

Keywords

Navigation