Mean and turbulence dynamics in unsteady Ekman boundary layers

Unsteady pressure gradients in turbulent flows not only influence the mean, but also affect the higher statistical moments of turbulence. In these flows, it is important to understand if and when turbulence is in quasi-equilibrium with the mean in order to better capture the dynamics and develop effective closure models. Therefore, this study aims to elucidate how turbulence decays or develops relative to a time-varying mean flow, and how the turbulent kinetic energy (TKE) production, transport and dissipation respond to changes in the imposed pressure forcing. The focus is on the neutral unsteady Ekman boundary layer, where pressure-gradient, Coriolis and turbulent friction forces interact, and the analyses are based on a suite of large-eddy simulations with unsteady pressure forcing. The results indicate that the dynamics is primarily controlled by the relative magnitudes of three time scales: the inertial time scale (characterized by Coriolis frequency ${\sim}12$ hours at mid-latitudes), the turbulent time scale ( ${\sim}2$ hours for the largest eddies in the present simulations) and the forcing variability time scale (which is varied to reflect different (sub)meso to synoptic scale dynamics). When the forcing time scale is comparable to the turbulence time scale, the quasi-equilibrium condition becomes invalid due to highly complex interactions between the mean and turbulence, the velocity profiles manifestly depart from the log-law and the normalized TKE budget terms vary strongly in time. However, for longer, and surprisingly for shorter, forcing times, quasi-equilibrium is reasonably maintained. The analyses elucidate the physical mechanisms that trigger these dynamics, and investigate the implications on turbulence closure models.

[1]  Masayuki Kashiwayanagi,et al.  Experiments on the turbulence statistics and the structure of a reciprocating oscillatory flow , 1983, Journal of Fluid Mechanics.

[2]  U. Piomelli,et al.  Large‐eddy simulation of oscillating boundary layers: Model comparison and validation , 2008 .

[3]  Ugo Piomelli,et al.  Numerical simulation of pulsating turbulent channel flow , 2000 .

[4]  P. Costamagna,et al.  Coherent structures in oscillatory boundary layers , 2003, Journal of Fluid Mechanics.

[5]  Ugo Piomelli,et al.  Large-eddy simulation of a three-dimensional shear-driven turbulent boundary layer , 2000, Journal of Fluid Mechanics.

[6]  Elie Bou-Zeid,et al.  Implementation and Evaluation of Dynamic Subfilter-Scale Stress Models for Large-Eddy Simulation Using WRF* , 2012 .

[7]  D. Carati,et al.  Subgrid-scale energy and pseudo pressure in large-eddy simulation , 2002 .

[8]  G. D. Nastrom,et al.  Sources of Mesoscale Variability of Gravity Waves. Part II: Frontal, Convective, and Jet Stream Excitation , 1992 .

[9]  E. Bou‐Zeid,et al.  Large-Eddy Simulations and Damped-Oscillator Models of the Unsteady Ekman Boundary Layer , 2016 .

[10]  Elie Bou-Zeid,et al.  Direct numerical simulations of turbulent Ekman layers with increasing static stability: modifications to the bulk structure and second-order statistics , 2013, Journal of Fluid Mechanics.

[11]  Elie Bou-Zeid,et al.  Transition and equilibration of neutral atmospheric boundary layer flow in one-way nested large-eddy simulations using the Weather Research and Forecasting Model , 2013 .

[12]  Qi Li,et al.  The impact and treatment of the Gibbs phenomenon in immersed boundary method simulations of momentum and scalar transport , 2016, J. Comput. Phys..

[13]  Hisashi Nakamura,et al.  10-km Mesh Meso-scale Resolving Simulations of the Global Atmosphere on the Earth Simulator - Preliminary Outcomes of AFES (AGCM for the Earth Simulator) - , 2004 .

[14]  M. Chamecki,et al.  A Similarity Model of Subfilter-Scale Energy for Large-Eddy Simulations of the Atmospheric Boundary Layer , 2012, Boundary-Layer Meteorology.

[15]  A. Crise,et al.  A numerical investigation of the Stokes boundary layer in the turbulent regime , 2007, Journal of Fluid Mechanics.

[16]  S. Pope Turbulent Flows: FUNDAMENTALS , 2000 .

[17]  B. Sumer,et al.  Large Eddy Simulation of the ventilated wave boundary layer , 2006 .

[18]  Surya Pratap Vanka,et al.  Large eddy simulation of turbulence‐driven secondary flow in a square duct , 1991 .

[19]  Jørgen Fredsøe,et al.  Turbulent combined oscillatory flow and current in a pipe , 1998, Journal of Fluid Mechanics.

[20]  V. Canuto,et al.  Determination of the Smagorinsky–Lilly constant CS , 1997 .

[21]  S. Sarkar,et al.  Large eddy simulation of a stratified boundary layer under an oscillatory current , 2009, Journal of Fluid Mechanics.

[22]  C. Meneveau,et al.  Scale-Invariance and Turbulence Models for Large-Eddy Simulation , 2000 .

[23]  Branko Kosovic,et al.  Subgrid-scale modelling for the large-eddy simulation of high-Reynolds-number boundary layers , 1997, Journal of Fluid Mechanics.

[24]  Julian C. R. Hunt,et al.  Theory And Measurements For Turbulence Spectra And Variances In The Atmospheric Neutral Surface Layer , 2002 .

[25]  Zambri Harun,et al.  Pressure gradient effects on the large-scale structure of turbulent boundary layers , 2013, Journal of Fluid Mechanics.

[26]  Philippe R. Spalart,et al.  Simulation Of Turbulent, Oscillating Boundary Layer , 1990 .

[27]  J. Lumley,et al.  A First Course in Turbulence , 1972 .

[28]  J. Mann The spatial structure of neutral atmospheric surface-layer turbulence , 1994, Journal of Fluid Mechanics.

[29]  LES AND RANS STUDIES OF OSCILLATING FLOWS OVER FLAT PLATE , 2000 .

[30]  Wind velocity measurements in the neutral boundary layer above hilly prairie , 1990 .

[31]  Reda R. Mankbadi,et al.  Near-wall response in turbulent shear flows subjected to imposed unsteadiness , 1992, Journal of Fluid Mechanics.

[32]  M. Lesieur,et al.  Parameterization of Small Scales of Three-Dimensional Isotropic Turbulence Utilizing Spectral Closures , 1981 .

[33]  Philippe Drobinski,et al.  On the Origin of Near-Surface Streaks in the Neutrally-Stratified Planetary Boundary Layer , 2003 .

[34]  B. Sumer,et al.  Turbulent oscillatory boundary layers at high Reynolds numbers , 1989, Journal of Fluid Mechanics.

[35]  Charles Meneveau,et al.  A scale-dependent Lagrangian dynamic model for large eddy simulation of complex turbulent flows , 2005 .

[36]  Franco Catalano,et al.  Large-Eddy Simulation of the Daytime Boundary Layer in an Idealized Valley Using the Weather Research and Forecasting Numerical Model , 2010 .

[37]  M. Parlange,et al.  The Effects of Building Representation and Clustering in Large-Eddy Simulations of Flows in Urban Canopies , 2009 .

[38]  C. Moeng Large-Eddy Simulation of a Stratus-Topped Boundary Layer. Part I: Structure and Budgets , 1986 .

[39]  Judith A. Curry,et al.  A Large Eddy Simulation Study of a Quasi-Steady, Stably Stratified Atmospheric Boundary Layer , 2000 .