length scales of stratified turbulence

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The Thorpe scale L T Mixing estimates Thorpe’s displacement statistics Conclusion Length scales of stratified turbulence : new insight on Thorpe displacements statistics L. Gostiaux, A. Delache, E. Horne, LMFA, CNRS, EC Lyon, France H. van Haren, NIOZ, Texel, The Netherlands A. Cimatoribus, EPFL, Lausanne, Switzerland A. Venaille, ENS de Lyon - Joel Sommeria, LEGI Emil Hopfinger Colloquium 11-13th May 2016, LEGI, Grenoble, France L. Gostiaux Length scales of Stratified Turbulence

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Page 1: Length scales of stratified turbulence

The Thorpe scale LT Mixing estimates Thorpe’s displacement statistics Conclusion

Length scales of stratified turbulence : new insight onThorpe displacements statistics

L. Gostiaux, A. Delache, E. Horne, LMFA, CNRS, EC Lyon, France

H. van Haren, NIOZ, Texel, The Netherlands

A. Cimatoribus, EPFL, Lausanne, Switzerland

A. Venaille, ENS de Lyon - Joel Sommeria, LEGI

Emil Hopfinger Colloquium11-13th May 2016, LEGI, Grenoble, France

L. Gostiaux Length scales of Stratified Turbulence

Page 2: Length scales of stratified turbulence

The Thorpe scale LT Mixing estimates Thorpe’s displacement statistics Conclusion

From linear internal waves to stratified turbulence

Plane waves emitted by asinusoidal wave maker atthe Coriolis Platform LEGIT. Dauxois, J. Sommeria, C. Saquet,H. Didelle, S. Viboud

Internal wave breaking over adeep seamount, NIOZH. van Haren, A. Cimatoribus

Numerical stratified turbulence atLMFAC. Cambon, F. Godeferd, A. Delache

L. Gostiaux Length scales of Stratified Turbulence

Page 3: Length scales of stratified turbulence

The Thorpe scale LT Mixing estimates Thorpe’s displacement statistics Conclusion

From linear internal waves to stratified turbulence

Plane waves emitted by asinusoidal wave maker atthe Coriolis Platform LEGIT. Dauxois, J. Sommeria, C. Saquet,H. Didelle, S. Viboud

Internal wave breaking over adeep seamount, NIOZH. van Haren, A. Cimatoribus

Numerical stratified turbulence atLMFAC. Cambon, F. Godeferd, A. Delache

L. Gostiaux Length scales of Stratified Turbulence

Page 4: Length scales of stratified turbulence

The Thorpe scale LT Mixing estimates Thorpe’s displacement statistics Conclusion

From linear internal waves to stratified turbulence

Plane waves emitted by asinusoidal wave maker atthe Coriolis Platform LEGIT. Dauxois, J. Sommeria, C. Saquet,H. Didelle, S. Viboud

Internal wave breaking over adeep seamount, NIOZH. van Haren, A. Cimatoribus

Numerical stratified turbulence atLMFAC. Cambon, F. Godeferd, A. Delache

L. Gostiaux Length scales of Stratified Turbulence

Page 5: Length scales of stratified turbulence

The Thorpe scale LT Mixing estimates Thorpe’s displacement statistics Conclusion

From linear internal waves to stratified turbulence

2009 version ofHopfinger and Toly experiment.A. Venaille, J. Sommeria LEGI

Hopfinger, E. J. & Toly, J.-A. Spatially decaying turbulence and its relation to mixing across density interfacesJournal of Fluid Mechanics, 1976, 78, 155-175

L. Gostiaux Length scales of Stratified Turbulence

Page 6: Length scales of stratified turbulence

The Thorpe scale LT Mixing estimates Thorpe’s displacement statistics Conclusion

From linear internal waves to stratified turbulence

2009 version ofHopfinger and Toly experiment.A. Venaille, J. Sommeria LEGI

Dimension : 40× 40× 90cm

Grid : L = 10cm, 5Hz, 8cmamplitude

Lower fluid : water + salt +rhodamine

Upper fluid : water + ethanol

∆ρ =0.1, 0.3, 0.8 & 1.1%

1024× 1024, 10Hz, 25× 25cmHopfinger, E. J. & Toly, J.-A. Spatially decaying turbulence and its relation to mixing across density interfacesJournal of Fluid Mechanics, 1976, 78, 155-175

L. Gostiaux Length scales of Stratified Turbulence

Page 7: Length scales of stratified turbulence

The Thorpe scale LT Mixing estimates Thorpe’s displacement statistics Conclusion

From linear internal waves to stratified turbulence

2009 version ofHopfinger and Toly experiment.A. Venaille, J. Sommeria LEGI

Hopfinger, E. J. & Toly, J.-A. Spatially decaying turbulence and its relation to mixing across density interfacesJournal of Fluid Mechanics, 1976, 78, 155-175

L. Gostiaux Length scales of Stratified Turbulence

Page 8: Length scales of stratified turbulence

The Thorpe scale LT Mixing estimates Thorpe’s displacement statistics Conclusion

Thorpe scale mixing estimate

Thorpe 1977:The presence of inversions may be used as a gauge of the verticaldisplacements which occur in the Loch.

Thorpe, S. A. Turbulence and Mixing in a Scottish Loch, Royal Society of London Philosophical Transactions SeriesA, 1977, 286, 125-181

L. Gostiaux Length scales of Stratified Turbulence

Page 9: Length scales of stratified turbulence

The Thorpe scale LT Mixing estimates Thorpe’s displacement statistics Conclusion

Thorpe scale mixing estimate

Re-ordering density profiles −→ Thorpe displacement d .

Thorpe scale LT =< d2 >1/2.<> : vertical + successive profiles

In stably stratified regions, d = 0 :χ is the proportion of unstable fluid(also named intermittency index)

Conditional Thorpe scale :L′T =< d2 >1/2 |d 6= 0

(LT =√χL′T )

Thorpe, S. A. Turbulence and Mixing in a Scottish Loch, Royal Society of London Philosophical Transactions SeriesA, 1977, 286, 125-181

L. Gostiaux Length scales of Stratified Turbulence

Page 10: Length scales of stratified turbulence

The Thorpe scale LT Mixing estimates Thorpe’s displacement statistics Conclusion

Oceanic Mixing recipies

Relating Thorpe scale to dissipation :Ozmidov Scale Lo = ε1/2N−3/2

Dillon, 1982 : Lo = 0.8LT

Osborn 1980 : kz = Γε/N2

(Γ = 0.2, mixing efficiency)Dillon, 1982

Turbulent dissipation rate ε = 0.64L2TN3

Turbulent diffusivity kz = 0.128L2TN

Ozmidov, R. On turbulent exchange in stable stratified ocean Izvestia Acad. Sci. USSR, Atmosphere and OceanPhysics, 1965, 8Dillon, T. M. Vertical Overturns: A Comparison of Thorpe and Ozmidov Length Scales J. Geophys. Res., AGU,1982, 87, 9601-9613Osborn, T. Estimates of the local rate of vertical diffusion from dissipation measurements J. Phys. Oceanogr.,1980, 10, 83-89

L. Gostiaux Length scales of Stratified Turbulence

Page 11: Length scales of stratified turbulence

The Thorpe scale LT Mixing estimates Thorpe’s displacement statistics Conclusion

On the definition of Thorpe displacement

Thorpe 77 :“The vertical displacements are the minimum distances which fluidparticles need to be moved from the observed profile to producethe synthetic stable profile”

σ(zi )→ σs(zi )

σ(zi ) = σs(zi + di )

The inverted vertical displacements are the distances which fluidparticles need to be moved from the synthetic stable profile toproduce the observed profile

σ(zi + d∗i ) = σs(zi )

d∗i = −dp(i) where p is a permutation operator

L. Gostiaux Length scales of Stratified Turbulence

Page 12: Length scales of stratified turbulence

The Thorpe scale LT Mixing estimates Thorpe’s displacement statistics Conclusion

On the definition of Thorpe displacement

Thorpe 77 :“The vertical displacements are the minimum distances which fluidparticles need to be moved from the observed profile to producethe synthetic stable profile”

σ(zi )→ σs(zi )

σ(zi ) = σs(zi + di )

The inverted vertical displacements are the distances which fluidparticles need to be moved from the synthetic stable profile toproduce the observed profile

σ(zi + d∗i ) = σs(zi )

d∗i = −dp(i) where p is a permutation operator

L. Gostiaux Length scales of Stratified Turbulence

Page 13: Length scales of stratified turbulence

The Thorpe scale LT Mixing estimates Thorpe’s displacement statistics Conclusion

On the definition of Thorpe displacement

Thorpe 77 :“The vertical displacements are the minimum distances which fluidparticles need to be moved from the observed profile to producethe synthetic stable profile”

σ(zi )→ σs(zi )

σ(zi ) = σs(zi + di )

The inverted vertical displacements are the distances which fluidparticles need to be moved from the synthetic stable profile toproduce the observed profile

σ(zi + d∗i ) = σs(zi )

d∗i = −dp(i) where p is a permutation operator

L. Gostiaux Length scales of Stratified Turbulence

Page 14: Length scales of stratified turbulence

The Thorpe scale LT Mixing estimates Thorpe’s displacement statistics Conclusion

Direct and inverted Thorpe displacements

Case 1 : solid body rotation

In this case, d∗i = −dp(i) = di

L. Gostiaux Length scales of Stratified Turbulence

Page 15: Length scales of stratified turbulence

The Thorpe scale LT Mixing estimates Thorpe’s displacement statistics Conclusion

Direct and inverted Thorpe displacements

Case 2 : Rankine vortex

In this case, d∗(z) is discontinuous

L. Gostiaux Length scales of Stratified Turbulence

Page 16: Length scales of stratified turbulence

The Thorpe scale LT Mixing estimates Thorpe’s displacement statistics Conclusion

Direct and inverted displacements in the litterature

LT =< d2 >1/2.Thorpe, 1977

Thorpe, S. A. Turbulence and Mixing in a Scottish Loch, Royal Society of London Philosophical Transactions SeriesA, 1977, 286, 125-181

L. Gostiaux Length scales of Stratified Turbulence

Page 17: Length scales of stratified turbulence

The Thorpe scale LT Mixing estimates Thorpe’s displacement statistics Conclusion

Direct and inverted displacements in the litterature

Thorpe scaleLT =< (−d∗)2 >1/2.Dillon, 1982

Dillon, T. M. Vertical Overturns: A Comparison of Thorpe and Ozmidov Length Scales J. Geophys. Res., AGU,1982, 87, 9601-9613

L. Gostiaux Length scales of Stratified Turbulence

Page 18: Length scales of stratified turbulence

The Thorpe scale LT Mixing estimates Thorpe’s displacement statistics Conclusion

Direct and inverted displacements in the litterature

Thorpe scaleLT =< (−d∗)2 >1/2.Galbraith & Kelly, 1996

Galbraith, P. S. & Kelley, D. E. Identifying overturns in CTD profiles Journal of Physical Oceanography, 1996, 13,688-702

L. Gostiaux Length scales of Stratified Turbulence

Page 19: Length scales of stratified turbulence

The Thorpe scale LT Mixing estimates Thorpe’s displacement statistics Conclusion

Direct and inverted displacements in the litterature

Thorpe scaleLT =< (d∗)2 >1/2.Stansfield et al. 2004

Stansfield, K.; Garrett, C. & Dewey, R. The Probability Distribution of the Thorpe Displacement within Overturnsin Juan de Fuca Strait J. Phys. Oceanogr., Journal of Physical Oceanography, American Meteorological Society,2001, 31, 3421-3434

L. Gostiaux Length scales of Stratified Turbulence

Page 20: Length scales of stratified turbulence

The Thorpe scale LT Mixing estimates Thorpe’s displacement statistics Conclusion

The signature of the overturn in d∗ profiles

Rankine Vortex

L. Gostiaux Length scales of Stratified Turbulence

Page 21: Length scales of stratified turbulence

The Thorpe scale LT Mixing estimates Thorpe’s displacement statistics Conclusion

The signature of the overturn in d∗ profiles

Rankine Vortex

L. Gostiaux Length scales of Stratified Turbulence

Page 22: Length scales of stratified turbulence

The Thorpe scale LT Mixing estimates Thorpe’s displacement statistics Conclusion

The signature of the overturn in d∗ profiles

Mixed patch

L. Gostiaux Length scales of Stratified Turbulence

Page 23: Length scales of stratified turbulence

The Thorpe scale LT Mixing estimates Thorpe’s displacement statistics Conclusion

Distinguishing overturns on in situ data

van Haren, H. & Gostiaux, L. Characterizing turbulent overturns in CTD-data Dynamics of Atmospheres andOceans , 2014, 66, 58 - 76

L. Gostiaux Length scales of Stratified Turbulence

Page 24: Length scales of stratified turbulence

The Thorpe scale LT Mixing estimates Thorpe’s displacement statistics Conclusion

Oceanic Mixing recipies

Relating Thorpe scale to dissipation :Ozmidov Scale Lo = ε1/2N−3/2

Dillon, 1982 : Lo = 0.8LT

Osborn 1980 : kz = Γε/N2

(Γ = 0.2, mixing efficiency)Dillon, 1982

Turbulent dissipation rate ε = 0.64L2TN3

Turbulent diffusivity kz = 0.128L2TN

Ozmidov, R. On turbulent exchange in stable stratified ocean Izvestia Acad. Sci. USSR, Atmosphere and OceanPhysics, 1965, 8Dillon, T. M. Vertical Overturns: A Comparison of Thorpe and Ozmidov Length Scales J. Geophys. Res., AGU,1982, 87, 9601-9613Osborn, T. Estimates of the local rate of vertical diffusion from dissipation measurements J. Phys. Oceanogr.,1980, 10, 83-89

L. Gostiaux Length scales of Stratified Turbulence

Page 25: Length scales of stratified turbulence

The Thorpe scale LT Mixing estimates Thorpe’s displacement statistics Conclusion

Searching for mixing places

Importance of boundaries

Armi, L. Some evidence for boundary mixing in the deep Ocean Journal of Geophysical Research: Oceans, 1978,83, 1971-1979Garrett, C. The role of secondary circulation in boundary mixing Journal of Geophysical Research, 1990, 95,3181-3188

L. Gostiaux Length scales of Stratified Turbulence

Page 26: Length scales of stratified turbulence

The Thorpe scale LT Mixing estimates Thorpe’s displacement statistics Conclusion

The NIOZ High Sampling-Rate Thermistors

NIOZ-HST thermistors

Autonomous sensors (energyand data storage)

Synchronized 1Hztemperature aquisition

1mK relative accuracy

Duration more than one year

Deployment depth 6000mH. van Haren, M. Laan, D.-J. Buijsman, L. Gostiaux,M.G. Smit and E. Keijzer, NIOZ3: independenttemperature sensors sampling yearlong data at a rate of 1Hz, IEEE J. Ocean. Eng., 34, 315-322 (2009).

Hans van Haren,NIOZ, TheNetherlands

L. Gostiaux Length scales of Stratified Turbulence

Page 27: Length scales of stratified turbulence

The Thorpe scale LT Mixing estimates Thorpe’s displacement statistics Conclusion

Measurements at Josephine Seamount

Deep Atlantic Ocean seamount (submit at2000m)

Supercritical to subcritical for M2 tide

Mooring line with 100 sensors each, 1mvertical resolution, 3 months at 1Hz

Three different locations (supercritical tosubcritical)

L. Gostiaux Length scales of Stratified Turbulence

Page 28: Length scales of stratified turbulence

The Thorpe scale LT Mixing estimates Thorpe’s displacement statistics Conclusion

Measurements at Josephine Seamount

Mooring A, 2210m, N = 1.4 10−3rad/s

H. van Haren, A. Cimatoribus and L. Gostiaux, Where large deep-ocean waves break, Geophysical Research Letters,GL063329, 2015

L. Gostiaux Length scales of Stratified Turbulence

Page 29: Length scales of stratified turbulence

The Thorpe scale LT Mixing estimates Thorpe’s displacement statistics Conclusion

Measurements at Josephine Seamount

Mooring B, 2530m, N = 1.0 10−3rad/s

H. van Haren, A. Cimatoribus and L. Gostiaux, Where large deep-ocean waves break, Geophysical Research Letters,GL063329, 2015

L. Gostiaux Length scales of Stratified Turbulence

Page 30: Length scales of stratified turbulence

The Thorpe scale LT Mixing estimates Thorpe’s displacement statistics Conclusion

Measurements at Josephine Seamount

Mooring C, 2937m, N = 0.7 10−3rad/s

H. van Haren, A. Cimatoribus and L. Gostiaux, Where large deep-ocean waves break, Geophysical Research Letters,GL063329, 2015

L. Gostiaux Length scales of Stratified Turbulence

Page 31: Length scales of stratified turbulence

The Thorpe scale LT Mixing estimates Thorpe’s displacement statistics Conclusion

Analytical overturn

L. Gostiaux Length scales of Stratified Turbulence

Page 32: Length scales of stratified turbulence

The Thorpe scale LT Mixing estimates Thorpe’s displacement statistics Conclusion

Analytical overturn

L. Gostiaux Length scales of Stratified Turbulence

Page 33: Length scales of stratified turbulence

The Thorpe scale LT Mixing estimates Thorpe’s displacement statistics Conclusion

Deep ocean overturns

L. Gostiaux Length scales of Stratified Turbulence

Page 34: Length scales of stratified turbulence

The Thorpe scale LT Mixing estimates Thorpe’s displacement statistics Conclusion

Numerical overturns

High resolution (20483 points, Re=1000 kmaxη ' 3) withpseudospectral method, freely decaying turbulence.A. Delache, E. Horne, LMFA

L. Gostiaux Length scales of Stratified Turbulence

Page 35: Length scales of stratified turbulence

The Thorpe scale LT Mixing estimates Thorpe’s displacement statistics Conclusion

Statistics of displacement values

Gobal richardson number Ri = N2H2/u2 with u the rms turbulentvelocity and H the vertical domain size

L. Gostiaux Length scales of Stratified Turbulence

Page 36: Length scales of stratified turbulence

The Thorpe scale LT Mixing estimates Thorpe’s displacement statistics Conclusion

Statistics of displacement values

L. Gostiaux Length scales of Stratified Turbulence

Page 37: Length scales of stratified turbulence

The Thorpe scale LT Mixing estimates Thorpe’s displacement statistics Conclusion

Statistics of displacement values

L. Gostiaux Length scales of Stratified Turbulence

Page 38: Length scales of stratified turbulence

The Thorpe scale LT Mixing estimates Thorpe’s displacement statistics Conclusion

Simple energetic scaling

From the energetic point of view, the potential energy in anoverturn is Ep ' N2d2 (Thorpe 1977)If an overturn is seen as a transfer of kinetic to potential energy,Ec ' Ep leads to d2 ' u2/N2 = H2Ri−1

d ' H/√

Ri

L. Gostiaux Length scales of Stratified Turbulence

Page 39: Length scales of stratified turbulence

The Thorpe scale LT Mixing estimates Thorpe’s displacement statistics Conclusion

Conditional Thorpe scale L′T

L′T =< d2 >1/2 |d 6= 0(LT =

√χL′T )

L. Gostiaux Length scales of Stratified Turbulence

Page 40: Length scales of stratified turbulence

The Thorpe scale LT Mixing estimates Thorpe’s displacement statistics Conclusion

Conditional Thorpe scale L′T

L′T =< d2 >1/2 |d 6= 0(LT =

√χL′T )

L. Gostiaux Length scales of Stratified Turbulence

Page 41: Length scales of stratified turbulence

The Thorpe scale LT Mixing estimates Thorpe’s displacement statistics Conclusion

Effect of intermittency χ

The intermittency influences the Thorpe scale estimate at high Ri

L. Gostiaux Length scales of Stratified Turbulence

Page 42: Length scales of stratified turbulence

The Thorpe scale LT Mixing estimates Thorpe’s displacement statistics Conclusion

Energetic approcah

On the other hand, the energetic interpretation Ep ' N2d2 is morevalid with a strong intermittency

L. Gostiaux Length scales of Stratified Turbulence

Page 43: Length scales of stratified turbulence

The Thorpe scale LT Mixing estimates Thorpe’s displacement statistics Conclusion

Perspectives

Comparison with A. Venaille statistical model

DNS in the case of two-layer stratified turbulence

Statistics of Thorpe displacements on oceanic data

L. Gostiaux Length scales of Stratified Turbulence

Page 44: Length scales of stratified turbulence

The Thorpe scale LT Mixing estimates Thorpe’s displacement statistics Conclusion

The inverted Thorpe displacement

{σ(zi ) = σs(zi + di )σ(zi + d∗i ) = σs(zi )

With z∗i = zi + d∗i , it follows

σ(z∗i ) = σs(z∗i − d∗i )

But [z∗i ] is a permutation of [zi ], which can be written :{z∗i = zp(i)

d∗i = −dp(i)

L. Gostiaux Length scales of Stratified Turbulence