[Andreas, E., Claffey, K., Jordan, R., Fairall, C.W., Guest, P.S., Persson, P.L.G., Grachev, A.A., 2006. Evaluations of the von Kármán constant in the atmospheric surface layer. J. Fluid Mech., 559, 117-149.10.1017/S0022112006000164]Search in Google Scholar
[Balachandar, R., Bhuiyan, F., 2007. Higher-order moments of velocity fluctuations in an open channel flow with large bottom roughness. J. Hydraul. Eng., 133, 77-87.10.1061/(ASCE)0733-9429(2007)133:1(77)]Search in Google Scholar
[Balachandar, R., Patel, V.C., 2002. Rough wall boundary layer on plates in open channels. J. Hydraul. Eng., 128, 10, 947-951.10.1061/(ASCE)0733-9429(2002)128:10(947)]Search in Google Scholar
[Balachandar, R., Patel, V.C., 2008. Flow over a fixed rough dune. Can. J. Civil Eng., 35, 511-520.10.1139/L08-004]Search in Google Scholar
[Balachandar, R., Blakely, D., Tachie, M.F., Putz, G., 2001. A study of turbulent boundary layer on a smooth flat plate in an open channel. J. Fluids Eng., 123, 2, 394-400.10.1115/1.1366321]Search in Google Scholar
[Bennett, S.J., Bridge, J.S., Best, J.L., 1998. Fluid and sediment dynamics of upper stage plane beds. J. Geophys. Res., 103, C1, 1239-1274.10.1029/97JC02764]Search in Google Scholar
[Bigillon, F., Niño, Y., Garcia, M.H., 2006. Measurements of turbulence characteristics in an open-channel flow over a transitionally-rough bed using particle image velocimetry. Exp. Fluids, 41, 6, 857-867.10.1007/s00348-006-0201-2]Search in Google Scholar
[Faruque, A.A., Balachandar, R., 2011. Seepage effects on turbulence characteristics in an open channel flow. Can. J. Civil Eng., 38, 7, 785-799.]Search in Google Scholar
[Gupta, A.D., Paudyal, G.N., 1985. Characteristics of free surface flow over a gravel bed. J. Irrig. Drain. E. ASCE, 111, 4, 229-318.10.1061/(ASCE)0733-9437(1985)111:4(299)]Search in Google Scholar
[Gyr, A., Schmid, A., 1997. Turbulent flows over smooth erodible sand beds in flumes. J. Hydr. Res., 35, 4, 525-544.10.1080/00221689709498409]Search in Google Scholar
[Keirsbulck, L., Mazouz, A., Labraga, L., Tournier, C., 2001. Influence of the surface roughness on the third-order moments of velocity fluctuations. Exp. Fluids, 30, 592-594.10.1007/s003480000177]Search in Google Scholar
[Keylock, C.J., Singh, A.L., Foufoula-Georgiou, E., 2013. The influence of migrating bedforms on the velocityintermittency structure of turbulent flow over a gravel bed. Geophys. Res. Lett., 40, 7, 1351-1355.10.1002/grl.50337]Search in Google Scholar
[Kirkgöz, M.S., Ardichoğlu, M., 1997. Velocity profiles of developing and developed open channel flow. J. Hydraul. Eng. ASCE, 123, 12, 1099-1105.10.1061/(ASCE)0733-9429(1997)123:12(1099)]Search in Google Scholar
[Krogstad, P., Antonia, R., Browne, L., 1992. Comparison between rough-and-smooth-wall turbulent boundary layers. J. Fluid Mech., 245, 599-617.10.1017/S0022112092000594]Search in Google Scholar
[Morrison, J.F., 2007. The interaction between inner and outer regions of turbulent wall-bounded flow. Phil. Trans. R. Soc. A, 365, 683-698. DOI: 10.1098/rsta.2006.1947.10.1098/rsta.2006.1947]Search in Google Scholar
[Nelson, J.M., Logan, B.L., Kinzel, P.J., Shimizu, Y., Giri, S., Shreve R.L., McLean, S.R., 2011. Bedform response to flow variability. Earth Surf. Process. Landforms, 36, 14, 1938-1947.10.1002/esp.2212]Search in Google Scholar
[Nezu, I., 2005. Open channel flow turbulence and its research prospect in the 21st century. J. Hydraul. Eng. ASCE, 131, 4, 229-246.10.1061/(ASCE)0733-9429(2005)131:4(229)]Search in Google Scholar
[Nezu, I., Nakagawa, H., 1993. Turbulence in Open Channel Flows. IAHR Monograph, Balkema, Rotterdam.]Search in Google Scholar
[Nikora, V., Goring, D., 2000. Flow turbulence over fixed and weakly mobile gravel beds. J. Hydraul. Eng., 126, 9, 679-690.10.1061/(ASCE)0733-9429(2000)126:9(679)]Search in Google Scholar
[Nikora, V.I., McEwan, I.K., McLean, S.R., Coleman, S.E., Pokrajac, D., Walters, R., 2007a. Double-averaging concept for rough-bed open-channel and overland flows: Theoretical background. J. Hydraul. Eng., 133, 8, 873-883.10.1061/(ASCE)0733-9429(2007)133:8(873)]Search in Google Scholar
[Nikora, V.I., McEwan, I.K., McLean, S.R., Coleman, S.E., Pokrajac, D., Walters, R., 2007b. Double-averaging concept for rough-bed open-channel and overland flows: applications. J. Hydraul. Eng., 133, 8, 884-895.10.1061/(ASCE)0733-9429(2007)133:8(884)]Search in Google Scholar
[Raupach, M.R., Antonia, R.A., Rajagopalan, S., 1991. Rough wall turbulent boundary layers. Appl. Mech. Rev., 44, 1-25.10.1115/1.3119492]Search in Google Scholar
[Robert, A., Uhlman, W., 2001. An experimental study of the ripple-dune transition. Earth Surf. Process. Landforms, 26, 6, 615-629.10.1002/esp.211]Search in Google Scholar
[Roussinova, V., Biswas, N., Balachandar, R., 2008. Revisiting turbulence in smooth uniform open channel flow. J. Hydraul. Res., 46, Suppl. 1, 36-48.10.1080/00221686.2008.9521938]Search in Google Scholar
[Roussinova, V., Shinneeb, A.M., Balachandar, R., 2010. Investigation of fluid structures in a smooth open-channel flow using proper orthogonal decomposition. J. Hydraul. Eng., 136, 3, 143-154.10.1061/(ASCE)HY.1943-7900.0000155]Search in Google Scholar
[Schindler, R.J., Robert, A., 2005. Flow and turbulence structure across the ripple-dune transition: An experiment under mobile bed conditions. Sedimentology, 52, 3, 627-649.10.1111/j.1365-3091.2005.00706.x]Search in Google Scholar
[Shinneeb, A.-M., Bugg, J.D., Balachandar, R., 2004. Variable threshold outlier identification in PIV data. Meas. Sci. Technol., 15, 9, 1722-1732.10.1088/0957-0233/15/9/008]Search in Google Scholar
[Song, T., Graf, W.H., Lemmin, U., 1994. Uniform flow in open channels with movable gravel bed. J. Hydraul. Res., 32, 6, 861-876.10.1080/00221689409498695]Search in Google Scholar
[Singh, A., Porté‐Agel, F., Foufoula‐Georgiou E., 2010. On the influence of gravel bed dynamics on velocity power spectra. Water Resour. Res., 46, 4, W04509. DOI: 10.1029/2009WR008190.10.1029/2009WR008190]Search in Google Scholar
[Tachie, M.F., Bergstrom, D.J., Balachandar, R., 2000. Rough wall turbulent boundary layers in shallow open channel flow. J. Fluids Eng., 122, 3, 533-541.10.1115/1.1287267]Search in Google Scholar
[Tachie, M.F., Bergstrom, D.J., Balachandar, R., 2004. Roughness effects on the mixing properties in open-channel turbulent boundary layers. J. Fluids Eng., 126, 6, 1025-1032. 10.1115/1.1792265]Search in Google Scholar