Experimental study of the non-linear saturation of the elliptical instability: inertial wave turbulence versus geostrophic turbulence
Thomas Le Reun, Benjamin Favier, Michael Le Bars

TL;DR
This study experimentally investigates how inertial wave turbulence and geostrophic turbulence develop in a rotating fluid undergoing elliptical instability, revealing two distinct saturation regimes and confirming theoretical models.
Contribution
It provides the first experimental observation of wave-dominated saturation in rotating flows and confirms the existence of two turbulent regimes predicted by theory.
Findings
Identification of two saturation states: geostrophic anticyclone and inertial wave superposition.
Experimental confirmation of the transition between wave turbulence and geostrophic flow regimes.
Observation that inertial wave turbulence can develop from weakly non-linear resonant interactions.
Abstract
In this paper, we present an experimental investigation of the turbulent saturation of the flow driven by parametric resonance of inertial waves in a rotating fluid. In our set-up, a half-meter wide ellipsoid filled with water is brought to solid body rotation, and then undergoes sustained harmonic modulation of its rotation rate. This triggers the exponential growth of a pair of inertial waves via a mechanism called the libration-driven elliptical instability. Once the saturation of this instability is reached, we observe a turbulent state for which energy is injected into the resonant inertial waves only. Depending on the amplitude of the rotation rate modulation, two different saturation states are observed. At large forcing amplitudes, the saturation flow mainly consists of a steady, geostrophic anticyclone. Its amplitude vanishes as the forcing amplitude is decreased while…
| Rotation rate | Ekman number | Libration angle range | range | range |
|---|---|---|---|---|
| 10 RPM | – | – | – | |
| 20 RPM | – | – | – | |
| 30 RPM | – | – | – | |
| 40 RPM | – | – | – |
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Experimental study of the non-linear saturation of the elliptical instability: inertial wave turbulence versus geostrophic turbulence
Thomas Le Reun \aff1 \corresp
Benjamin Favier \aff1
Michael Le Bars\aff1
\aff1 Aix Marseille Univ, CNRS, Centrale Marseille, IRPHE UMR 7342, Marseille, France
Abstract
In this paper, we present an experimental investigation of the turbulent saturation of the flow driven by parametric resonance of inertial waves in a rotating fluid. In our set-up, a half-meter wide ellipsoid filled with water is brought to solid body rotation, and then undergoes sustained harmonic modulation of its rotation rate. This triggers the exponential growth of a pair of inertial waves via a mechanism called the libration-driven elliptical instability. Once the saturation of this instability is reached, we observe a turbulent state for which energy is injected into the resonant inertial waves only. Depending on the amplitude of the rotation rate modulation, two different saturation states are observed. At large forcing amplitudes, the saturation flow mainly consists of a steady, geostrophic anticyclone. Its amplitude vanishes as the forcing amplitude is decreased while remaining above the threshold of the elliptical instability. Below this secondary transition, the saturation flow is a superposition of inertial waves which are in weakly non-linear resonant interaction, a state that could asymptotically lead to inertial wave turbulence. In addition to being a first experimental observation of a wave-dominated saturation in unstable rotating flows, the present study is also an experimental confirmation of the model of Le Reun et al. (2017) who introduced the possibility of these two turbulent regimes. The transition between these two regimes and their relevance to geophysical applications are finally discussed.
1 Introduction
Tides are fundamental interactions between astrophysical bodies that cause deformation of their shapes and alteration of their rotation rates. The fluid interiors of these bodies, be it a surface or a sub-surface ocean, a liquid metallic planetary cores or a stellar interior, are known to be sensitive to tidal excitation which drives a wealth of flows. Tides may play a role in the orbital evolution of planets and stars (Ogilvie & Lin, 2004; Goodman & Lackner, 2009; Le Bars et al., 2010; Barker et al., 2016), and in dynamo action and magnetic field generation inside terrestrial planets (Kerswell & Malkus, 1998; Le Bars et al., 2011; Dwyer et al., 2011; Cébron et al., 2012a; Le Bars et al., 2015; Vidal et al., 2018). The tidal excitation of flows is primarily driven by the shape deformation of fluid interiors, combined with non-stationary effects. The latter include differential rotation between the astrophysical body and its tidal bulge (as is the case of the Earth or any body whose spin is not synchronised with its companion), libration (periodic oscillations of the rotation rate), but also precession and nutation (periodic variations of the rotation axis direction). These harmonic mechanical forcings can directly excite inertial waves (Aldridge & Toomre, 1969; Goodman & Lackner, 2009), drive zonal flows (Morize et al., 2010; Sauret et al., 2014; Favier et al., 2014), and generate turbulence from various instabilities. Among them is the elliptical instability, which is the parametric, subharmonic resonance of a pair of inertial waves with the tidal base flow (Kerswell, 2002; Le Bars et al., 2015). It has been shown to be caused by either the differential rotation of the tidal bulge and the planet (Malkus, 1989; Le Dizès, 2000; Le Bars et al., 2007, 2010) or by libration (Kerswell & Malkus, 1998; Cébron et al., 2012b, 2014). This is particularly interesting in the case of planetary cores as it provides an alternative stirring mechanism to thermal and solutal convection usually invoked to explain dynamo action, a phenomenon that has been described in particular by Reddy et al. (2018) in their study of kinematic dynamos driven by tidal instabilities.
Although the mechanism of the elliptical instability is very well understood, its non-linear saturation exhibits a variety of behaviours. On the one hand, several experimental (Malkus, 1989; Eloy et al., 2000) and numerical (Barker & Lithwick, 2013; Barker, 2016) works have reported that the instability gives rise to cycles of inertial wave exponential growth alternating with turbulent break-downs. As the instability reaches its saturation, Barker & Lithwick (2013) have in particular shown that strong geostrophic vortices, that is, vortices invariant along the rotation axis of the fluid, emerge and disrupt the instability mechanism. On the other hand, other set-ups of the elliptical instability produce sustained turbulence (Grannan et al., 2014; Favier et al., 2015), in particular in the presence of a weak background magnetic field (Barker & Lithwick, 2014). This clear dichotomy has been partially explained in the idealised study carried out by Le Reun et al. (2017) where the use of an adjustable, artificial friction specific to geostrophic flows allowed to continuously transition from one type of saturation to another. The inhibition of the instability has been understood as a consequence of the resonant inertial wave frequency detuning induced by the geostrophic vortices as they take over the flow (Barker & Lithwick, 2013; Le Reun et al., 2017). Conversely, the sustained turbulent motion obtained by Le Reun et al. (2017) has been shown to be reminiscent of inertial wave turbulence, i.e. a non-linear state made of a superposition of waves in non-linear resonant interaction (Galtier, 2003; Bellet et al., 2006). This wave turbulence state has been reported in various other contexts such as surface capillary waves (Aubourg & Mordant, 2015), vibrating plates (Düring et al., 2006; Miquel & Mordant, 2011) and internal waves in stratified fluids (Brouzet et al., 2016; Le Reun et al., 2018). Nevertheless, a clear experimental proof that it exists in rotating fluids undergoing mechanical forcing is still lacking, and the regime of parameters for which it could be observed remains to be determined.
The duality between inertial waves and geostrophic vortices is also a defining feature of rotating turbulence. Although geostrophic vortices are ubiquitously observed in experiments and simulations (Godeferd & Moisy, 2015), inertial waves have also been detected in various set-ups using sophisticated spectral techniques (Clark di Leoni et al., 2014; Yarom & Sharon, 2014; Yarom et al., 2017; Oks et al., 2017) or spatio-temporal correlations (Favier et al., 2010; Campagne et al., 2015). Several of these studies even quantify the detuning of the wave frequencies induced by the advection due to geostrophic vortices. However, classical experiments and numerical simulations of rotating turbulence are not adequate to fully understand the saturation of the elliptical instability: energy is usually injected in random structures or pair of vortices whereas the parametric resonance we are interested in only supplies energy to the fluid through inertial waves. This instability is therefore a natural set-up to probe the non-linear fate of waves and the dependence of rotating turbulence with the forcing.
This paper presents an experimental study of the non-linear fate of the elliptical instability driven by libration. It builds on the previous works of Noir et al. (2012) and Grannan et al. (2014), although we explore more extreme regimes in which both the forcing amplitude and the dissipation are small. The regimes attained here are more relevant for geo- and astrophysical and remain presently beyond the reach of global direct numerical simulations. We find at the lowest forcing amplitudes a regime which is dominated by inertial waves in non-linear resonant interaction, a state reminiscent of inertial wave turbulence. As the forcing amplitude is increased, a secondary transition associated with the emergence of a strong mean flow occurs; the saturation flow is then geostrophic-dominated instead of wave-dominated. Our set-up allows to find the boundaries between these two regimes when the geophysically relevant control parameters are varied.
The present article is organised as follows. A first section is devoted to introducing the forcing flow driven by librations as well as the basics of the elliptical instability and rotating turbulence. We then describe the experimental set-up and the way through which the velocity fields are processed to investigate the flows driven by libration. We finally detail our findings regarding the saturation of the instability, in particular the properties of the two regimes and their respective boundaries.
2 Libration-driven flows and elliptical instability
2.1 Libration-driven flows
Libration is a periodic modulation of the rotation rate of a body. We consider in our experiments the most simple form:
[TABLE]
where is a unit vector and and are dimensionless parameters controlling respectively the amplitude and the frequency of the rotation rate modulation. When observed from a frame of reference rotating at , the solid outer boundary of the fluid periodically oscillates with an amplitude angle .
Librations drive an oscillating flow in tidally-distorted fluid interiors. To describe the flow driven by such a rotation rate modulation, let us consider an ellipsoid with principle axes of length , and , the third direction being parallel to . In the librating frame, i.e. in the frame in which the outer boundary is fixed, consider a system of axes aligned with the principal axes of the ellipsoid. The inviscid libration-driven flow , determined with the method of Hough (1895), reads (Grannan et al., 2014):
[TABLE]
or equivalently using the ellipticity of the deformation :
[TABLE]
The flow (2) or (3) satisfies the full Navier-Stokes equation in the bulk of the fluid, but is neither a no-slip nor a stress free solution with rigid outer boundary, for which viscous corrections are needed (see for instance the discussion in Sauret & Le Dizès (2013)). Note that in the absence of elliptical deformation, i.e. , the flow would be an oscillating solid-body rotation corresponding to the absence of flow in the bulk of the fluid in the mean rotation rate frame of reference.
The other frame of reference relevant to the study of libration-driven flows is the mean rotation frame, rotating at rate . This frame with axes is deduced from the preceding one via a rotation around the axis of angle such that:
[TABLE]
The coordinate change along with velocity composition lead to the following expression for the velocity field at lowest order in (Grannan et al., 2014):
[TABLE]
The equation (5) clearly shows that the libration-driven flow in the mean rotation frame is a periodic, standing strain, whose amplitude is proportional to the ellipticity of the deformation. It also leads to defining an input Rossby number based on the amplitude of the libration flow:
[TABLE]
In the rotating frame of reference, the libration base flow vanishes as goes to zero.
Lastly, as it will prove useful later, the libration-driven base flow (5) may also be written in cylindrical coordinates as
[TABLE]
which shows that it has an azimuthal wave number, as does the tidal perturbation of the shape of the container.
2.2 Instabilities of libration-driven flows
Previous experimental (Noir et al., 2012; Grannan et al., 2014), numerical (Cébron et al., 2012b; Favier et al., 2015) and theoretical (Cébron et al., 2014) studies have demonstrated that the flow is unstable. The standing oscillating strain is known for driving a parametric subharmonic resonance of inertial modes whose amplitude grows exponentially and which eventually breaks down into turbulence. Inertial modes are spontaneous oscillations of rotating fluids caused by the restoring action of the Coriolis force. Their existence may be formally deduced from the linearised Euler equation and mass conservation in an incompressible fluid rotating at governing the velocity and pressure fields and :
[TABLE]
which can be transformed into the Poincaré equation (Poincaré, 1885):
[TABLE]
This equation has eigenmode solutions ( being the position) called “inertial modes”, whose frequency lies between and (Greenspan, 1968). In the parametric subharmonic resonance process, two inertial modes and couple with the base flow provided their frequencies match the following condition:
[TABLE]
Their growth rate (normalised by the rotation rate) is then proportional to the input Rossby number (Cébron et al., 2014). Note that at finite forcing amplitude, this resonance condition is broadened so that near-resonant modes, that is, modes whose frequencies are such that may also be unstable (see for instance Cébron et al. (2014)).
In addition, a significant spatial overlap between the resonant modes and the base flow is required to ensure a fast growth of the modes. The base flow has a azimuthal wave number (see equation (7)), which provide an additional resonance condition on the modes’ azimuthal structure. The azimuthal variations of an inertial mode may be decomposed into a superposition of periodic oscillations with integer wave numbers , i.e. a linear combination of functions . In a sphere, an inertial mode would be described by a single wave number . In the present case, since the containers we consider is not invariant under rotation, the radial and azimuthal variations are no longer separable and an infinite superposition of azimuthal wave numbers is require to describe a mode. For modes and to be resonant, an optimal spatial overlap with the base flow is ensured provided that their most energetic wave numbers, say and , satisfy the following relation:
[TABLE]
where stands for the wavenumber of the libration base flow (see relation (7)).
In this study, we focus on the libration frequency , for which the growing modes have opposite frequencies such that . Both frequencies are at the edge of the inertial wave spectrum. These modes have a spatial structure made of several horizontal layers with alternating velocities that are perpendicular to the rotation axis (see for instance Favier et al. (2015); Grannan et al. (2017); Vidal & Cébron (2017); Vidal et al. (2017)). For these particular modes, the growth rate of the instability is maximal (Cébron et al., 2014), which thus facilitates the exploration of the turbulent saturation of the instability in the low forcing, low dissipation regime.
2.3 The saturation of the instability
Two possible routes have been foreseen for the saturation of the elliptical instability after previous studies including Barker & Lithwick (2013, 2014); Favier et al. (2015); Le Reun et al. (2017). As their amplitudes saturate, the inertial modes may transfer energy to daughter inertial modes via a mechanism called triadic resonances (Smith & Waleffe, 1999; Smith & Lee, 2005; Bordes et al., 2012; Lin et al., 2014). The latter are non-linear three modes interactions happening over long time scales for which one inertial mode gives rise to two other ones and provided their frequencies satisfy the following resonance condition:
[TABLE]
Very similarly to the resonance condition for the elliptical instability, at finite (dimensionless) amplitude of the mode , the triadic resonance condition (12) is extended to near-resonant modes within a tolerance on the frequencies (Smith & Lee, 2005; Vanneste, 2005). More precisely, the modes and are in near-resonant interaction with the mode when . In the low dissipation and low forcing (or low Rossby number) regime, the successive generation of daughter modes by resonant and near-resonant triadic interactions should give rise to a continuum of inertial waves, with a continuous spectrum of wavelengths and frequencies, a state called “inertial wave turbulence” (Nazarenko, 2011; Galtier, 2003)
Conversely, the unstable modes could as well lead to the emergence of strong geostrophic vortices, as observed for instance by Barker & Lithwick (2013) or Le Reun et al. (2017). The vortices correspond to the zero frequency limit of inertial waves, and are quasi-steady flows invariant along the rotation axis. As reminded in the introduction, they are ubiquitously observed in rotating turbulent flows, but their emergence out of a set of inertial modes is not fully elucidated. It is known for instance that two modes cannot produce a zero frequency mode, or equivalently, that the latter cannot be involved in three modes interaction in the limit of vanishing Rossby and Ekman numbers (Greenspan, 1969). Alternative mechanisms have been proposed to explain their presence such as direct non-linear interaction in the boundary layer (Tilgner, 2007; Morize et al., 2010; Sauret et al., 2014), near-resonant interactions (Smith & Lee, 2005) or the geostrophic instability of Kerswell (1999).
Our experimental set-up aims at understanding under which conditions these two possible non-linear saturation states are observed. It has been designed to draw closer to low forcing and low dissipation regimes, which are relevant to planetary interiors.
3 Experimental methods
3.1 The experimental set-up
The experiments of libration-driven elliptical instability are carried out in a scaled-up version of the set-up previously implemented by Noir et al. (2009, 2012), Grannan et al. (2014) and Grannan et al. (2017). It is depicted in figure 1. The tri-axial ellipsoid is made of two halves, each one being carved out of a PMMA block down to a sheet of thickness 7 mm with a precision of 0.05 mm, which is about one order of magnitude smaller than the expected boundary layer thickness. The two sides have been glued together. The lengths of the principal axes of the ellipsoid are mm, mm and mm, where the axis is parallel to the rotation axis. The ellipticity of the horizontal deformation is therefore . A 5 mm diameter hole in the ellipsoid allows to fill or empty it with pure water. Moreover, the ellipsoid is enclosed in a rectangular box filled with water to reduce optical distortion.
In the present experiment, the ellipsoid sits on a turntable whose rotation rate ranges from 10 rotations per minute (RPM) to 40 RPM. The modulation of the rotation rate is operated by a kW ring-style, direct-drive, servomotor (Yaskawa SGMCS-2ZN3A11). The sinusoidal motion is controlled via a card (Servopack SGD7S) and is discretised on 2000 points per period. This motor is able to produce oscillations of a system weighting around 100 kg with lateral extent of 30 cm, with a rate ranging from 0 to 180 oscillations per minute. The typical crest-to-crest amplitude of the oscillations used in this study ranges from to , although larger amplitudes can easily be reached (the system has been tested up to at Hz). Relative variations of the rotation rate of the primary turntable due to the oscillations of the servo-motor do not exceed %. The range of turntable rotation rates and libration amplitudes are indicated in table 1.
To measure the velocity of the flow, we use Particle Image Velocimetry (PIV). A green Laser beam is transformed into a 2 mm-thick homogeneous sheet with a Powell lens; the sheet cuts the ellipsoid through the equatorial plane (see figure 1) and lights PIV particles with a fluorescent coating (Cospheric UVPMS-BO-1.00, 53-63m). The fluorescent coating is such that it absorbs the green light to emit in orange; filtering out the green light allows to capture only the particles and to get rid of parasitic reflections of the sheet on the ellipsoid (see figure 2).
High resolution images ( pixels) of the Laser plane are taken with a camera (Dantec SpeedSense 341) placed above the ellipsoid, the CCD sensor being at a distance of cm from the equatorial plane. It is mounted with a 28 mm Zeiss lens. The camera is attached to a structure bound to the secondary motor, so that a fixed-shape ellipsoid is seen through the camera. The framerate used in our experiments ranges from 20 frames per second (fps) for the lowest rotation rate, to 50 fps for the highest. Image acquisition is controlled by Dantec’s software DynamicStudio. Note that the duration of a recording is limited by the available memory in the camera (32 Gbytes). The data transfer from the camera to the computer must be completed before a new recording is started, which hence prevents long and continuous acquisitions. The DynamicStudio software is used to process the images into velocity fields, via an adaptive PIV algorithm. The PIV algorithm is performed on boxes of pixels size. Note that the number of PIV particles in the ellipsoid is such that there is always about to particles inside these boxes. Lastly, both the camera and the servomotor are controlled by a computer lying on the turntable, which is monitored remotely via WiFi.
The calibration of the PIV field of view could not be achieved using a classical grid pattern, as the interior of the ellipsoid can be accessed only via a 5 mm hole. Instead, we have developed a non-invasive method based on the creation of a light pattern and on numerical ray path construction. This special method which provides a satisfying calibration is detailed in Appendix A.
A summary of the experimental parameters is given in table 1. We present in particular the values of the libration amplitude, the input Rossby number and the Ekman number which compares the effects of viscosity and Coriolis force. We emphasise the fact that our set-up allows to reach values of the Ekman number that are about an order of magnitude below those of Grannan et al. (2014). This is made possible by the increase in the size of the ellipsoidal container, and the use of the most powerful servo-motor of its category.
3.2 The experimental procedure
To study the non-linear saturation of the elliptical instability, we proceed as follows. We first turn on the turntable and wait for the fluid inside the ellipsoid to reach solid-body rotation. We then turn on the secondary motor which imposes oscillations at a dimensionless rate with a desired amplitude . Between two experiments carried out at the same rotation rate, the secondary motor is turned off, and we wait for the remaining flow inside the ellipsoid to dissipate before starting a new run.
4 Base flow and frames of reference
4.1 Measuring the libration flow
In order to characterise each experiment and to quantify the flows excited by the elliptical instability, the amplitude and the phase of the libration base flow must be precisely known. These two quantities are determined from the experimental data in the early phase of each experiment when libration is imposed but no instability has significantly grown yet: the experimental base flow is fitted to the analytical formula (2) in order to determine the amplitude and phase. We detail this process in the following and also illustrate the agreement between the theoretical expression and the experimental measurement of the libration base flow.
From measurements performed in the librating frame, we first define a transformed base flow and a transformed position such that:
[TABLE]
where and are respectively the and components of the measured libration base flow in the libration frame of reference. Applying this transformation to the theoretical base flow (2) yields:
[TABLE]
which is an oscillating solid-body rotation with effective rotation rate , and where we have introduced and an orthoradial vector in the transformed coordinates. Experimental PIV fields of the base flow is shown in figure 3 along with the flow transformed according to (13). They are in good agreement with the theoretical expressions (2) and (14).
To determine the axis of rotation, the field is fitted to an axisymmetric parabola with adjustable central position; the location of the center is then averaged over the whole set of velocity fields. The same transformed field is used to determine and the phase of the libration forcing: the position is sorted in 30 rings centred on the axis of rotation, on which the orthoradial transformed velocity is averaged. The result of this process is shown over half a libration period in the left panel of figure 4. Fitting the averaged orthoradial velocity with a line gives the effective rotation rate which is represented in the right panel of figure 4. The time series of is fitted to a sinusoidal function to measure the amplitude of libration and the phase. The agreement between the experimental data and the sinusoidal function is within 1.5 % relative error.
4.2 Transformation from the libration to the rotating frame
Although the camera is in the librating frame of reference for experimental convenience, the adequate frame to study the dynamics of the non-linear saturation of the elliptical instability is the rotating frame in which inertial waves and the geostrophic modes are well defined. The transformation of the PIV fields from one frame to another is performed in the post-processing phase. The position in the rotating frame is deduced from the position in the libration frame by a rotation of angle as defined in (4). The velocity at this rotating position is computed from interpolation of the PIV field with 3rd order two-dimensional splines using the RectBivariateSpline function of the Python library SciPy (Jones et al., 2001). This transformation also includes a velocity composition: a solid body rotation associated to the rotation of varying angle is removed from the measured velocity. A snapshot of the base flow transformed into the rotating frame is shown in figure 5. It is compared to the theoretical base flow at the same time and the overall agreement between the two fields is satisfactory. Discrepancies may be noticed around the line that are due to the line where the two parts of the ellipsoid are glued together and where the optical distortion is important. Other discrepancies may be noticed in the centre where the particle displacement are small and the direction of their motion is therefore difficult to determine from the PIV algorithm. Nevertheless, the relative error between the theoretical and the experimental base flow in the rotating frame computed with norm is as low as %.
5 The non-linear saturation at low forcing amplitude: waves in interaction
In the following, we focus on the non-linear saturation of the elliptical instability driven by libration at low forcing amplitudes. For a fixed rotation rate, or Ekman number , and libration frequency, the procedure described in paragraph 3.2 is repeated with increasing libration amplitude or input Rossby number . We start with amplitudes that are below the threshold of the elliptical instability, which is approximately found at (a value rather similar to Favier et al. (2015)), and then explore the non-linear regimes.
We first present time series of the saturation flow which indicate that despite the libration amplitudes being small, we observe a chaotic, if not turbulent, state. We then explore the spectral content of the flow and identify inertial waves that are in triadic resonant interaction with one another. What we mean by “low forcing amplitude” is let unspecified in this section, the boundaries of the regime we detail here will be explored afterwards.
5.1 Kinetic energy time series
To describe in general the saturation of the libration-driven elliptical instability, we track the evolution of the kinetic energy over time. In particular, we focus on the kinetic energy of the fluctuations around the libration base flow. These fluctuations are measured directly in the libration frame, i.e. there is no need to proceed to a change of frame of reference to carry out this measurement. Let us call the fluctuations, such that the total flow in the libration frame of reference writes:
[TABLE]
The flow in the rotating frame is deduced from (15) by a coordinate rotation and a velocity composition with the solid body rotation
[TABLE]
such that:
[TABLE]
where is the base flow measured in the mean rotation rate frame of reference. It is therefore equivalent to measure the kinetic energy of the fluctuations in these two frames. We therefore define a fluctuation kinetic energy and a base flow kinetic energy :
[TABLE]
where the operation denotes a summation over the all the points of the velocity field obtained from the PIV measurements, located in the equatorial plane of the ellipsoid.
The result of computing the ratio is shown in figure 6 where we represent time series of this quantity and its mean value for several experiments at an Ekman number (see table 1). The quantity undergoes fluctuations over time, be it at time scales as short as the rotation period or at very long times scales, similar to the slow non-linear time scale ranging from to rotation periods. In addition, the ratio is of order 1, which indicates that the amplitude of the fluctuations is order . This result is expected from balancing the non-linear term (where is the resonant mode wavelength) with forcing terms leading to a saturation velocity perturbation . A similar saturation amplitude was already observed in previous experiments and simulations (Barker & Lithwick, 2013; Grannan et al., 2017). These two features of the kinetic energy attest that the saturation phase is dominated by non-linear transfers, and is potentially turbulent. Variations around the simple scaling are noticeable in figure 6 but remain difficult to explain since our set-up only allows to measure horizontal motions in a plane. In particular, the vertical motions along the rotation axis and their dependence with are not accessible.
In this section, we are interested in the saturation flow for forcing amplitudes that are above the threshold of the instability but which remain relatively small (typically at ). The right panel of figure 6 proves that even close to the threshold the kinetic energy of the perturbation flow reaches significant values () and undergoes temporal variability.
5.2 Spectral content of the flow: inertial waves in resonant interaction
To refine the analysis of the non-linear saturation flow we explore its spectral content in the temporal domain. It is a natural analysis to perform because many features of the flow have a specific frequency signature: the libration forcing appears at , and inertial waves are restrained to the domain (time being normalised by the rotation time scale ).
To determine the spectral content of the flow, we randomly select a set of 300 locations in the rotating frame of reference where the two components of the velocity are recorded. Prior to performing the temporal Fourier transform, the local velocity time series are multiplied by the Hann windowing function defined as follows
[TABLE]
where we have assumed that the local velocity time series span over a time interval . This windowing avoids the emergence of artificial secondary maxima around peaked frequencies, due to the non-periodicity of the experimental signals. Lastly, we perform an ensemble average over the set of 300 power spectra, yielding a quantity denoted as . These power spectra are scaled by a typical local energy of the base flow that is defined as the total base flow kinetic energy divided by the number of PIV boxes composing the field of view.
A typical result of this process for an Ekman number , a libration frequency and an input Rossby number is shown in figure 7. As anticipated, the peaks associated with the libration flow () and the resonant modes () appear clearly in the power spectra. In addition, superposing power spectra for the same experiment but at different times reveals the overall reproducibility of this measurement.
The peaks, in particular in the inertial modes range, and the low background noise, indicate that the saturation at low forcing is chaotic or weakly turbulent, and includes persistent inertial modes. Furthermore, we notice in figure 8a that their position is not random but persists at different Ekman numbers provided the forcing remains small. Besides, the peaks can be paired together so that their frequencies and satisfy:
[TABLE]
This suggests that the paired structures are inertial waves in triadic resonant interactions with the resonant mode, as explained in subsection 2.3 (see in particular relation (12)).
To further support our claim that the temporal power spectra present evidence for triadic resonant interactions, we extract from the PIV fields the structure at the peaked frequency. The structure oscillating at frequency , i.e. the Fourier component of the flow at this frequency , is extracted using the following operation:
[TABLE]
where and are the start and end times of a PIV recording and is the total velocity field measured in the rotating frame. The result of such a process is shown for several pairs of frequencies in figure 8. The spatial structures extracted at the peaked frequencies show a spatially periodic organisation which is typical of inertial modes. Comparison with theoretical structures remains nevertheless complicated because the viscous inertial modes of a tri-axial ellipsoid are not known theoretically and require complicated numerical computation (Vidal & Cébron, 2017; Vidal et al., 2017).
In addition, the ability of the paired modes to interact with the resonant one may be assessed by examining their principal azimuthal wave numbers. The latter is determined for a mode by transformation into polar coordinates , and Fourier transform along to obtain the following decomposition of the mode:
[TABLE]
Because the fluid container is not invariant under rotation, such decomposition necessarily comprises more than one wave number, but we can still identify the largest contributions to the azimuthal wave-number decomposition by computing the energy of the coefficients by radial integration, that is:
[TABLE]
where is a maximum radius over which the integration is performed. We choose , which approximately corresponds to the radius of the largest circle fitting inside the PIV field.
Note that no coordinate transformation correcting for the elliptical distortion is applied. Such a transformation is not required as it complicates the wave number decomposition of smaller scales modes such as the one at (see figure 8.g), and leads to qualitatively similar decomposition for larger scales modes such as those shown in figures 8 (c to f).
Calling the wavenumber of the resonant mode (here , see figure 8b) and the daughter waves’, significant non-linear interaction is ensured provided that:
[TABLE]
which is very similar to the condition on frequency (12). In the present case, the mode is the resonant one, for which , so that the difference between absolute value of the main wave numbers of paired modes should be . The result of computing the azimuthal wave number decomposition is shown in figure 9, and is, at least for two pairs of modes, consistent with the relation (22).
Lastly, regardless of considerations on the azimuthal structures, it is striking in figure 8 that only modes with similar scales are observed to couple in triadic resonances. This is coherent with the fact that, as the resonant mode at has almost no horizontal variations, the two daughter modes must have matching horizontal wave numbers to ensure a significant spatial overlap and efficient energy transfer.
To conclude, the spatio-temporal analysis of the flow at low forcing amplitudes provides significant evidence that, in this regime, the non-linear saturation of the elliptical instability is a superposition of daughter waves that are in triadic resonant interaction with the unstable mode. This state is robust as the Ekman number is changed, provided the forcing remains small. It could be seen as discrete inertial wave turbulence (Kartashova, 2009), which should lead to inertial wave turbulence in the low dissipation and forcing regime, as shown by Le Reun et al. (2017) with an idealised numerical model.
To finish with, one could argue that in the present set-up, some hypotheses of classical wave turbulence theory (Nazarenko, 2011) are not satisfied. First, the flow is not statistically homogeneous in space, as we observe modes whose structures are influenced by boundaries. It is neither statistically homogeneous in time because the system is by essence forced at a single frequency. Lastly, as discussed above, dissipation is still too high and prevents energy cascade in a large range of scales. Some of these limitations are inherent to the experimental approach used here, but may be irrelevant in the asymptotic geophysical regime. Note also that none of the previous numerical or experimental set-ups studying rotating turbulence have yet reported a regime dominated by inertial waves only and without a dominant geostrophic component (see Godeferd & Moisy (2015) for a review) as we observe here. We thus argue that this work is a first step towards reaching an inertial wave turbulence regime.
6 Large forcing amplitudes: a geostrophic-dominated regime
In this section, we detail our experimental finding that the wave-dominated regime vanishes at larger forcing amplitude. This secondary transition is caused by the emergence of a strong geostrophic anticyclonic vortex that back-reacts on the structure of the waves. Our experimental set-up allows to locate the secondary transition in the forcing-dissipation plane and to find the existence domain of the wave-dominated regime. As earlier, our analysis starts by exploring the spectral content of the saturation flow. We then detail its shape and amplitude and how it affects the resonant modes.
6.1 Spectral content of the saturation flow at large forcing amplitude
We reproduce the temporal analysis of the saturation flow detailed in paragraph 5.2, now applied to the larger forcing experiments. Several striking changes appear in these power spectra displayed in figure 10 compared to what has been obtained at lower forcing (see figure 7). First, the number of peaks in the inertial wave domain is reduced, and the remaining ones are wider. Moreover, the ratio between the background level and the forcing peak (at ) increases with the forcing, thus suggesting that the flow becomes more turbulent. Lastly, the gap between the mean flow (at ) and the resonant mode reduces from two to less than one order of magnitude between low (figure 7) and large forcing.
It is thus clear that the saturation flow has transitioned towards another regime: the many triadic resonances that clearly appeared in the inertial modes domain in figures 7 and 8 are no longer present.
6.2 The emergence of a strong geostrophic anticyclonic vortex
The key to the transition out of the wave-dominated regime is the rise of the geostrophic mean flow amplitude, a feature noticed in figure 10. The aim of the present paragraph is to explain the properties of this particular component of the saturation flow and to quantify its evolution when the forcing amplitude, or equivalently , is changed.
The geostrophic component of the flow is extracted by time averaging the velocity fields over a sufficiently long time period. It is found that 5 rotation periods are sufficient to average a representative mean flow, although we perform the averaging operation over the full length of a recording, which typically ranges from tens to about a hundred rotation periods.
As an experimental run comprises several successive recordings, we can characterise the long-term evolution of the geostrophic component of the flow. We show in figure 11 time series of the kinetic energy of the geostrophic component extracted from the saturation flow for increasing forcing amplitude or . The average over each recording of kinetic energy of the total perturbation flow , computed in section 5.1, is also given for reference. To facilitate the comparison between experiments with different forcing amplitudes , time is normalised by the non-linear time scale . For the majority of the experiments, both the total and mean flow kinetic energy time series reach a statistically steady state within a few tens of non-linear timescales. Furthermore, we notice a gradual and clear change in the energy of the mean flow as is increased. At low forcing amplitude, the geostrophic kinetic energy remains about two orders of magnitude smaller than the base flow kinetic energy. A quite rapid transition is observed between and at , and between and at , where the geostrophic kinetic energy increases by two orders of magnitude.
Regardless of the forcing amplitude and the rotation rate, the mean flow always adopts the shape of an anticyclonic zonal wind, i.e. a stationary flow with mostly azimuthal velocity and which rotates counter-clockwise (while the rotation of the turntable is clockwise). A typical view of the mean flow is given in the left panel of figure 12 for a value of the forcing amplitude where the geostrophic energy reaches a high value. To better quantify the structure and the amplitude of the meanflow , we consider its zonal average , defined as :
[TABLE]
It is computed by dividing the PIV field in concentric rings of radius and averaging the quantity on each ring. This zonal average is pictured in figure 12 right. We retrieve a clear transition from the lowest values of the input Rossby number ( in figure 12-right) with very weak vortex amplitude to larger values where a strong mean flow develops. A similar strong anticyclonic vortex was also observed by Favier et al. (2015) and Grannan et al. (2014) in the turbulent saturation of the libration-driven elliptical instability, at Ekman numbers ranging from to and at a single input Rossby number .
To further quantify the transition, we introduce two diagnostic quantities. The first one is the root mean square value of the mean flow defined as:
[TABLE]
where the symbol denotes averaging over the whole PIV field, which we recall is in the equatorial plane of the ellipsoid. The second one is the central vorticity of the mean flow to quantify the central rotation rate of the geostrophic vortex. The average radial vorticity profiles is computed as:
[TABLE]
Close to the centre, it is computed via fitting a 3rd order polynomial to the zonal velocity profile as those depicted in figure 12; is then twice the first order coefficient of the polynomial fit. For each experiment, these two diagnostic quantities are averaged over the last half of the recordings, for which a statistically steady state is usually obtained (see figure 11). The evolution of the mean flow rms and central vorticity is shown in figure 13. In both panels, a clear transition from a negligible amplitude mean flow to a strong mean flow is observed, with a critical Rossby number depending on the Ekman number. It proves the existence of a secondary transition of the geostrophic anticyclone that builds on the turbulent saturation of the libration-driven elliptical instability.
Below the secondary transition, the variations of the central vorticity with do not match any scaling that has been proposed and measured for mean flows driven by the libration base flow alone (Busse, 2010; Sauret et al., 2010; Sauret & Le Dizès, 2013) or by non-linear self interaction of a single inertial mode in the laminar regime (Tilgner, 2007; Sauret et al., 2014; Morize et al., 2010). This shows the mean flow does not result from non-linear self -interaction in the boundary layer of simple structures such as the base flow or a single inertial mode.
For input Rossby numbers above the secondary transition, the central vorticity reaches a plateau at the value of , meaning that the core of the vortex cancels out on average the rotation of the fluid. It is striking that the central vorticity saturates at this value for which anticyclones are marginally stable according to the Rayleigh criterion for centrifugal instability (Drazin & Reid, 2004; Afanasyev & Peltier, 1998). Such a saturation value emerging out of a turbulent saturation may be reminiscent of self-organised criticality (Bak et al., 1987), an idea that is for instance invoked in stratified turbulence where flows are thought to be maintained close to marginal stability respective to shear instability (see for instance Salehipour et al. (2018)).
Beyond this plateau, a slight decrease of both the rms and the central vorticity of the mean flow is observed at higher , at least for Ekman numbers and . It is possibly linked to a transition from rotating to isotropic turbulence as the Rossby number draws closer to (Yokoyama & Takaoka, 2017). As observed for instance by Barker & Lithwick (2013), increasing the amplitude of the forcing leads to the destabilisation of the strong vortices produced by the saturation of the elliptical instability. Nevertheless, in our set-up, the transition from a purely two-dimensional vortex to three-dimensional structures with possible vertical motion is difficult to further quantify.
6.3 Building a regime diagram of the saturation flow
As noted in figure 13, the secondary transition between a wave-dominated and a geostrophic-dominated regimes is characterised by a sudden increase in the mean flow rms velocity and vorticity. The critical value of at which this transition occurs varies with the Ekman number. Our experiments therefore allow to propose a regime diagram of the saturation of the instability based on the mean flow diagnostic quantities.
We show in figure 14 the location of all the experiments that have been carried out at a forcing frequency of with different input Rossby numbers and at different rotation rates or Ekman numbers (see table 1). The experiments below and above the secondary transition are discriminated by setting a threshold on to % of the maximal value over all the experiments performed at the same rotation rate. This regime diagram reveals that the critical value of the input Rossby number for the secondary transition follows a power law respective to the Ekman number, that is:
[TABLE]
although a definitive power law would require a larger range of Ekman numbers. We also report for comparison in figure 14 the location of the control parameters explored by Grannan et al. (2014) and Favier et al. (2015) and the points at which they observed either a strong or weak vorticity mean flow. The location of the secondary transition they report is consistent with ours. Note however that the state they observed below the secondary transition could not be convincingly described as an inertial wave turbulence due to the larger values of the Ekman number and input Rossby number they explore.
6.4 Back-reaction of the geostrophic vortex on the resonant modes
As it may be noticed from the previous results, one of the striking consequences of the emergence of a strong geostrophic anticyclone is the loss of the numerous and well-defined triadic resonances detailed in the previous paragraph. The blurring of triadic resonances by geostrophic vortices is a well known feature of randomly-forced rotating turbulence: advection of inertial waves by these slowly evolving modes Doppler-shifts their frequencies and force them out of resonant interaction (Campagne et al., 2015; Oks et al., 2017). Nevertheless, the present case is different from usual rotating turbulence since energy is only supplied to the system through a pair of inertial modes via the elliptical instability resonance. The situation here is rather different since the vortex is persistent and drastically changes the local rotation rate of the fluid at the centre of the ellipsoid.
To better quantify the reaction of the waves to the existence of the strong anticyclone, we first consider the total vertical vorticity , which is shown in figure 15, and where is determined with equation (25). There exists a radius below which the global vorticity remains significantly below , at the core of the anticyclonic vortex. Once the secondary instability develops, the core of the anticyclone cannot sustain the resonant mode at since the maximal frequency cannot exceed the total vertical vorticity. As a consequence, the radial structure of the resonant mode, which is constantly excited by the elliptical instability, changes as the secondary instability develops. This is illustrated in figures 15 and 16, where it appears clearly that the central amplitude of the resonant mode drops as the anticyclone emerges. Moreover, the spatial area affected by the drop in amplitude corresponds to the typical size of the vortex.
To conclude, the growth of the secondary instability alters the spatial structure of the resonant modes. The strong anticyclone that emerges significantly alters the global vorticity, and hence the structure of inertial modes. If they still exist, triadic resonances cannot be the same compared to the low forcing case as the structure of the modes has to account for the differential rotation introduced by the geostrophic flow.
7 Discussion: the origin of the secondary instability
The spontaneous excitation of geostrophic structures by waves is a long standing issue in rotating fluid studies. As noted by Kerswell (1999), geostrophic vortices are always observed to emerge from non-linear interaction of waves in spite of the theorem proved by Greenspan (1969) stating that two inertial modes cannot transfer energy to vortices via triad-type interactions, at least in the asymptotic regime of low Rossby number. As explained in paragraph 2.3, direct and non-resonant excitation of strong zonal flows by non-linear self-interaction of inertial modes in the boundary layer have been characterised in simulations and experiments (Tilgner, 2007; Sauret et al., 2014; Morize et al., 2010), but cannot be responsible for a sharp secondary transition, as the amplitude of the mean flow should be merely proportional to . To explain the observation of strong geostrophic modes in rotating fluids, an instability involving non-triadic interactions have been proposed by Kerswell (1999). The inviscid growth rate of such instabilities is proportional to where is a Rossby number referring to the amplitude of the waves. In figure 11, although we do not observe any clear exponential growth in the geostrophic kinetic energy time series, we notice that the typical timescale associated to this non-triadic instability (proportional to ) roughly corresponds to the period over which the mean flow reaches its saturation amplitude. However, the location of the secondary transition in the space of parameters (shown in figure 14) does not seem to match with the mechanism of Kerswell (1999). As damping in a closed container is proportional to , the threshold Rossby number of the instability follows a power law (Kerswell, 1999):
[TABLE]
Assuming that the amplitudes of the waves saturate in in the non-linear regime of the elliptical instability, the threshold we observe in figure 14 for the secondary transition is inconsistent with the scaling (27). One possibility is that the dissipation of the mode is in (i.e. volumic) instead of (parietal), a situation that has been reported for instance by Lemasquerier et al. (2017) but at slightly higher Ekman numbers in presence of a solid inner core.
Another plausible way to explain the observed scaling may be that the secondary transition we detail in the present article is caused by finite Rossby effects. In particular, a mode structure under an insufficient rotation rate could be unstable to shear-driven instabilities since it contains inflection points (Drazin & Reid, 2004), a mechanism that has for instance been studied in the special case of inertial wave attractors by Jouve & Ogilvie (2014). The growth rate of such a secondary instability would then be proportional to the amplitude of the wave, i.e. to the Rossby number. Additional theoretical studies, beyond the scope of the present paper, are needed to conclude on that matter.
8 Conclusion
Throughout this paper, we have explored the non-linear fate of the libration-driven elliptical instability in low dissipation and low forcing regimes. Despite it being focused at one particular forcing frequency, we believe it brings some clarifications regarding the dichotomy between wave-dominated and vortex-dominated types of saturation, and their conditions of existence. The main result of our work is to prove the existence of a non-linear saturation regime dominated by inertial waves in triadic resonant interactions at low forcing amplitude, i.e. a (discrete) inertial wave turbulence regime. Such a regime vanishes with increasing forcing amplitudes due to a secondary transition causing the emergence of a strong geostrophic anticyclone altering the inertial modes’ structure. This transition sets the limits of the wave-dominated regime: it allows to draw a regime diagram of its existence depending on the dissipation and the forcing amplitude. We hence find that the wave-dominated regime, which is a precursor of inertial wave turbulence, is relevant for geo- and astrophysical applications, as planets subject to the elliptical instability are usually close to the primary instability threshold (Cébron et al., 2012a). When tidal interaction drives planets further away from the threshold of the instability, the expected saturation is then dominated by strong geostrophic vortices. Our work is therefore also an experimental confirmation of the results of Le Reun et al. (2017) obtained with idealised numerical simulations. It is the first time that a transition from a wave-dominated to a geostrophic-dominated regimes is clearly characterised within one experimental set-up by changing one control parameter only.
It remains to be seen whether similar transitions can be found at other frequencies, or even for other types of forcing such as those used to investigate rotating turbulence. Even for the present set-up, finding a frequency for which the resonant mode has a large growth rate and leads to small scale non-linear regimes, while having mostly horizontal, measurable velocities, remained challenging. Nevertheless, the experimental work of Lin et al. (2014), where a large-scale inertial mode at frequency is directly forced in a precessing cylindrical annulus, suggests that the transition we find between a wave-dominated and a geostrophic-dominated regimes may be extended to other forcing frequencies. They indeed observed at low forcing amplitude the excitation of a few short-lived triadic resonances, which vanish at larger forcing amplitudes. Their experimental set-up did not allow to prove whether such a secondary transition is associated to the emergence of a strong mean flow, but location of the transition in the space of control parameters matches the scaling (27) associated to the non-triadic geostrophic instability of Kerswell (1999). Although the secondary transition found in Lin et al. (2014) and in the present work may be of different origin, their observation of triadic resonant instabilities at low forcing amplitudes is consistent with our findings.
We conclude our study by a non-linear saturation regime diagram in figure 17 based on our work, and in particular on the results of figure 14. As we cannot propose a complete description of the associated mechanism with the present data, we do not know how the secondary transition behaves as the forcing amplitude and the Ekman number are decreased towards the geophysically relevant regimes. In the case where the geostrophic instability is caused by finite Rossby effects, there should exist a critical input Rossby number below which only the wave type of regime is observed. If due to the instability mechanism Kerswell (1999), in the asymptotic regime of low dissipation, the secondary transition should follow a that is shown in the regime diagram of figure 17. We also report in this diagram that drawing closer to the geophysical regimes is also associated with an increase of the input Reynolds number . The saturation of the elliptical instability in planetary cores and in stellar interiors should therefore be more turbulent than what is observed here. In particular, instead of the few secondary modes generated by triadic resonance that we report in this study, it is expected that a very large number of them should be excited in the form of inertial wave turbulence. This assertion is further supported by the results of Le Reun et al. (2017) (supplementary material) who observed with an idealised numerical model the increase of the number of interacting inertial modes as the forcing amplitude and the Ekman number where both decreased.
It is therefore plausible that inertial wave turbulence is excited in planetary cores and stellar interiors that are unstable to the elliptical instability. The consequences in terms of e.g. energy dissipation and dynamo action remain to be seen.
Acknowledgement: The authors acknowledge funding by the European Research Council under the European Union’s Horizon 2020 research and innovation program through Grant No. 681835-FLUDYCO-ERC-2015-CoG. The turntable was financed by the Labex MEC (grant ANR-11-LABX-0092). The authors thank Eric Bertrand and William Le Coz for the help in the conception and construction of the set-up, as well as Jean-Jacques Lasserre for the help in tuning the PIV measurements. The authors thank Basile Gallet for insightful discussions regarding the outcomes of the present article, and Jérôme Noir for helping us to implement experimental the set-up and for suggesting the use of the fluorescent particles which greatly benefited to our measurements.
Appendix A Calibration of the field of view
As explained in section 3, the only access to the interior of the ellipsoid is a 5 mm-diameter hole. There is no straightforward option to perform a calibration for PIV with the use of a precise grid. We have therefore implemented a non-invasive method, which is less accurate, but still gives a satisfying estimate of the scaling factor between the physical field and the camera images, plus a quantitative estimate of the optical distortion on the plane of observation.
The set-up used for the calibration process is presented in figure 18. A shaded pattern (referenced as the “physical pattern”) is created in the Laser sheet with an opaque grid placed on the wall of the water box. This grid is printed on a transparent slide and is made of black and transparent stripes, all mm wide. The geometry of the physical pattern is computed from ray path construction, knowing the geometry of all the interfaces and their refractive indices; it is shown in figure 19a. The camera saves a “recorded pattern” of light and shade revealed by the particles. We further enhance this pattern by taking pictures as the ellipsoid spins up from 0 to 10 RPM and averaging the light pattern over this set of images. A typical result of this process is shown in figure 19b. The core of the calibration process is to produce a “theoretical pattern”, which is the shaded pattern as it should be seen from the camera location. It is computed from the “physical pattern” with ray path construction from the camera to the equatorial plane of the ellipsoid. The recorded and theoretical patterns are then related by a scaling factor.
The result of this process is shown in figure 19 where the physical and recorded patterns are presented in panel a. and b. respectively. The refractive indices of water and PMMA taken for the ray path construction are respectively and (Weber, 2018). The result of applying a scaling factor to the theoretical pattern to fit the recorded pattern is shown in figure 18c. Additional effects such as camera lens distortion and local PMMA defects are within the errorbar. The theoretical mapping between the physical and theoretical patterns also reveals that the optical distortion of the physical pattern by the water box and the ellipsoid is merely isotropic, the relative discrepancy between the scaling in and directions being below %. The fitted scaling factor between the theoretical pattern (in meters) and the recorded pattern (in pixels) is pixels.m*-1*. The error bar accounts for the uncertainty on the respective position of the Laser sheet source point and of the ellipsoid centre, the distance between them being cm. In the processing of the PIV fields, we apply this scaling factor to the displacement measured in pixels by the PIV algorithm, and to the position of the points where the velocity is computed.
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