References
- Raupach, M. R., Antonia, R. A. & Bajagopalan, S., 1991, “Rough-Wall Turbulent Boundary Layers,” Appl. Mech. Rev., Vol. 44, pp. 1-25 https://doi.org/10.1115/1.3119492
- Townsend, A. A., 1976, “The Structure of Turbulent Shear Flow,” Cambridge University Press
- Perry, A. E., Lim, K. L. & Henbest, S. M., 1987, “an Experimental Study of The Turbulence Structure in Smooth- and Rough-Wall Boundary Layers,” J. Fluid Mech., Vol. 177, pp. 437-466 https://doi.org/10.1017/S0022112087001034
- Flack, K. A., Schultz, M. P. & Shapiro, T. A., 2005, “Experimental Support for Townsend's Reynolds Number Similarity,” Phys. Fluids, Vol. 17, 035102 https://doi.org/10.1063/1.1843135
- Schultz, M. P. & Flack, K. A., 2007, “The Rough-Wall Turbulent Boundary Layer from The Hydraulically Smooth to the Fully Rough Regime,” J. Fluid Mech., Vol. 580, pp. 381-405 https://doi.org/10.1017/S0022112007005502
- Krogstad, P. .A., Antonia, R. A. & Browne, L. W. B., 1992, “Comparison Between Rough- and Smooth-Wall Turbulent Boundary Layers,” J. Fluid Mech., Vol. 245, pp. 599-617 https://doi.org/10.1017/S0022112092000594
- Krogstad, P. .A. & Antonia, R. A., 1999, “Surface Roughness Effects in Turbulent Boundary Layers,” Exp. Fluids, Vol. 27, pp. 450-460 https://doi.org/10.1007/s003480050370
- Mazouz, A., Labraga, L. & Tournier, C., 1998, “Anisotropic Invariants of Reynolds Stress Tensor in A Duct Flow and Turbulent Boundary Layer,” J. Fluids Eng, Vol. 120, pp. 280-284 https://doi.org/10.1115/1.2820645
- Tachie, M. F., Bergstrom, D. J. & Balachandar, R., 2000, “Rough Wall Turbulent Boundary Layers in Shallow Open Channel Flow,” J. Fluids Eng, Vol. 122, pp. 533-541 https://doi.org/10.1115/1.1287267
- Lee, S. .H. & Sung, H. J., 2007, “Direct Numerical Simulation of Turbulent Boundary Layer Over a Rod-Roughened Wall,” J. Fluid Mech., Vol. 584, pp. 125-146 https://doi.org/10.1017/S0022112007006465
- Bhaganagar, Kiran., Coleman, Gary. & Kim, John., 2004, “Effect of Roughness on Wall-Bounded Turbulence,” Flow, Turbul. Combust, Vol. 72, pp. 463-492 https://doi.org/10.1023/B:APPL.0000044407.34121.64
- Bhaganagar, Kiran., Coleman, Gary. & Kim, John., 2007, “Effect of Roughness on Pressure Fluctuations in a Turbulent Channel Flow,” Phys. Fluids, Vol. 19, 028103 https://doi.org/10.1063/1.2482883
- Kim, K., Baek, S. .J. & Sung, H. J., 2002, “an Implicit Velocity Decoupling Procedure for The Incompressible Navier-Stokes Equations,” Int. J. Numer. Meth. Fl., Vol. 38, pp. 125-138 https://doi.org/10.1002/fld.205
- Kim, J., Kim, D. & Choi, H., 2001, “an Immersed Boundary Finite-Volume Method of Simulations of Flow In Complex Geometries,” J. Comput. Phys., Vol. 171, pp. 132-150 https://doi.org/10.1006/jcph.2001.6778
- Lund, T. S., Wu, X. & Squires, K. D., 1998, “Generation of Turbulent Inflow Data for Spatially-Developing Boundary Layer Simulation,” J. Comput. Phys., Vol. 140, pp. 233-258 https://doi.org/10.1006/jcph.1998.5882
- Bakken, O. M., Krogstad, P. .A., Ashrafian, A. & Andersson, I., 2005, “Reynolds Number Effects in the Outer Layer of The Turbulent Flow in a Channel With Rough Walls,” Phys. Fluids, Vol. 17, 065101 https://doi.org/10.1063/1.1900146
- Ashrafian, A., Andersson, H. I. & Manhart, M., 2004, “DNS of Turbulent Flow in a Rod-Roughened Channel,” Intl. J. Heat Fluid Flow., Vol. 25, pp. 373-383 https://doi.org/10.1016/j.ijheatfluidflow.2004.02.004
- Adrian, R. J., “Stochastic Estimation of the Structure of Turbulent Files. in Eddy Structure Identification (Ed. J. P. Bonnet),” Springer, pp. 145-196
- Robinson, S. K., 1991, “Coherent Motions in the Turbulent Boundary Layer,” Annu. Rev. Fluid Mech., Vol. 23, pp. 601-639 https://doi.org/10.1146/annurev.fl.23.010191.003125
- Adrian, R. J., Jones, B. G., Chung, M. K., Hasson, Yassin., Nithianandan, C. K. and Tung, A. T. .C., 1989, “Approximation of Turbulent Conditional Averages by Stochastic Estimation,” Phys. Fluids, Vol. 1, pp. 992-998 https://doi.org/10.1063/1.857411
- Kim, K., Li, C. .F., Sureshkumar, R., Balachandar, S. & Adrian, R. J., 2007, “Effects of Polymer Stresses on Eddy Structures in Drag-Reduced Turbulent Channel Flow,” J. Fluid Mech., Vol. 584, pp. 281-299 https://doi.org/10.1017/S0022112007006611
- Zhou, J., Adrian, R. J., Balachandar, S. & Kendall, T. M., 1999, “Mechanism for Generating Coherent Packets of Hairpin Vortices,” J. Fluid Mech. 387, 353-396 https://doi.org/10.1017/S002211209900467X
- Chakraborty, P., Balachandar, S. & Adrian, R. J., 2005, “on The Relationships Between Local Vortex Identification Schemes,” J. Fluid Mech., Vol. 535, pp. 189-214 https://doi.org/10.1017/S0022112005004726
- Krogstad, P. .A. & Antonia, R. A., 1994, “Structure of Turbulent Boundary Layers on Smooth and Rough Walls,” J. Fluid Mech., Vol. 277, pp. 1-21 https://doi.org/10.1017/S0022112094002661
- Vesely, L., Haigermoser, C., Lavecchia, M. & Onorato, M., 2007, “Turbulent Boundary Layers on Rough Walls: PIV Studies,” In Proc 2007 7th International Symposium Particle Image Velocimetry, Sep.11-14, Roma