turbulent properties: - vary chaotically in time around a mean value - exhibit a wide, continuous...

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' t T T T ent properties: chaotically in time around a mean value bit a wide, continuous range of scale variations ade energy from large to small spatial scales “Big whorls have little whorls Which feed on their velocity; And little whorls have lesser whorls, And so on to viscosity.” (Richardson,

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Page 1: Turbulent properties: - vary chaotically in time around a mean value - exhibit a wide, continuous range of scale variations - cascade energy from large

'tTT

T

Turbulent properties:- vary chaotically in time around a mean value- exhibit a wide, continuous range of scale variations- cascade energy from large to small spatial scales

“Big whorls have little whorlsWhich feed on their velocity;And little whorls have lesser whorls,And so on to viscosity.” (Richardson, ~1920)

Page 2: Turbulent properties: - vary chaotically in time around a mean value - exhibit a wide, continuous range of scale variations - cascade energy from large

'

'

'

''

- Use these properties of turbulent flows in the Navier Stokes equations-The only terms that have products of fluctuations are the advection terms- All other terms remain the same, e.g., tUtutUtu

0

'

0'

0'

0''

Page 3: Turbulent properties: - vary chaotically in time around a mean value - exhibit a wide, continuous range of scale variations - cascade energy from large

zu

wyu

vxu

uzU

WyU

VxU

U

'

''

''

'

dtUd

zwu

yvu

xuu

''''''

zw

uyv

uxu

uzu

wyu

vxu

u

'

''

''

''

''

''

'

zw

yv

xu

u'''

'

0

'','','' wuvuuu are the Reynolds stressesReynolds stresses

arise from advective (non-linear or inertial) terms

Page 4: Turbulent properties: - vary chaotically in time around a mean value - exhibit a wide, continuous range of scale variations - cascade energy from large

Turbulent Kinetic Energy (TKE)

An equation to describe TKE is obtained by multiplying the momentum equation for turbulent flow times the flow itself (scalar product)

Total flow = Mean plus turbulent parts = 'uU

Same for a scalar: 'tT

Page 5: Turbulent properties: - vary chaotically in time around a mean value - exhibit a wide, continuous range of scale variations - cascade energy from large

Turbulent Kinetic Energy (TKE) Equation

ijijoj

ijiijijij

oji eew

gxU

uueuuuupx

udtd

22

1 2212

21

Multiplying turbulent flow times ui and dropping the primes

2

21

221

221

221

wdtd

vdtd

udtd

udtd

i

Total changes of TKE Transport of TKE Shear Production

Buoyancy Production

ViscousDissipation

i

j

j

iij x

u

xu

e21

fluctuating strain rate

Transport of TKE. Has a flux divergence form and represents spatial transport of TKE. The first two terms are transport of turbulence by turbulence itself: pressure fluctuations (waves) and turbulent transport by eddies; the third term is viscous transport

Page 6: Turbulent properties: - vary chaotically in time around a mean value - exhibit a wide, continuous range of scale variations - cascade energy from large

zU

wu

yU

vu

xU

uu

xU

uuj

iji

wg

o

22

242

2i

j

j

i

i

j

j

iijij x

u

xu

x

u

xu

ee

interaction of Reynolds stresses with mean shear;

represents gain of TKE

represents gain or loss of TKE, depending on covarianceof density and w fluctuations

represents loss of TKE

Page 7: Turbulent properties: - vary chaotically in time around a mean value - exhibit a wide, continuous range of scale variations - cascade energy from large

zU

uwwg

o

0

In many ocean applications, the TKE balance is approximated as:

Page 8: Turbulent properties: - vary chaotically in time around a mean value - exhibit a wide, continuous range of scale variations - cascade energy from large

The largest scales of turbulent motion (energy containing scales) are set by geometry:- depth of channel- distance from boundary

The rate of energy transfer to smaller scales can be estimated from scaling:

u velocity of the eddies containing energyl is the length scale of those eddies

u2 kinetic energy of eddies

l / u turnover time

u2 / (l / u ) rate of energy transfer = u3 / l ~

At any intermediate scale l, 31l~lu

But at the smallest scales LK,

413

L Kolmogorov length scale

Typically, 356 1010 mW so that mLK

43 10610~

Page 9: Turbulent properties: - vary chaotically in time around a mean value - exhibit a wide, continuous range of scale variations - cascade energy from large

Shear production from bottom stressz

u

bottom

Vertical Shears (vertical gradients)

3

2

s

m

z

Uwu

Page 10: Turbulent properties: - vary chaotically in time around a mean value - exhibit a wide, continuous range of scale variations - cascade energy from large

Shear production from wind stressz

W

u

Vertical Shears (vertical gradients)

3

2

s

m

z

Uwu

Page 11: Turbulent properties: - vary chaotically in time around a mean value - exhibit a wide, continuous range of scale variations - cascade energy from large

Shear production from internal stressesz

u1

Vertical Shears (vertical gradients)

u2

Flux of momentum from regions of fast flow to regions of slow flow

3

2

s

m

z

Uwu

Page 12: Turbulent properties: - vary chaotically in time around a mean value - exhibit a wide, continuous range of scale variations - cascade energy from large

zU

Awu z

Parameterizations and representations of Shear Production

2

*

refB U

uC

2* refBB UCu Bottom stress:

0*

ln1

zz

uU

Near the bottom

Law of the wall

Bu *

Page 13: Turbulent properties: - vary chaotically in time around a mean value - exhibit a wide, continuous range of scale variations - cascade energy from large

0

* lnz

zuu

m005.0

sm04.0

0

*

z

u

Bu *

Pa2B

Data from Ponce de Leon Inlet

FloridaIntracoastal Waterway

Florida

0033.07.0

04.022

*

refB U

uC

Page 14: Turbulent properties: - vary chaotically in time around a mean value - exhibit a wide, continuous range of scale variations - cascade energy from large

Law of the wall may be widely applicable

(Monismith’s Lectures)

Page 15: Turbulent properties: - vary chaotically in time around a mean value - exhibit a wide, continuous range of scale variations - cascade energy from large

Ralph

Obtained from velocity profiles and best fitting them to the values of z0 and u*

(Monismith’s Lectures)

2

*

refB U

uC

BC

Page 16: Turbulent properties: - vary chaotically in time around a mean value - exhibit a wide, continuous range of scale variations - cascade energy from large

wuzz

UA

z z

wvzz

VA

z z

Shear Production from Reynolds’ stresses

Mixing of momentum

wszz

SK

z z

Mixing of property S

sm

RiK

sm

RiA

z

z

2

23

2

21

33.31

06.0

101

06.0

Munk & Anderson (1948, J. Mar. Res., 7, 276)

sm

Ri

AK

sm

RiA

zz

z

25

242

1051

1051

01.0

Pacanowski & Philander (1981, J. Phys. Oceanogr., 11, 1443)

Page 17: Turbulent properties: - vary chaotically in time around a mean value - exhibit a wide, continuous range of scale variations - cascade energy from large

With ADCP:

cossin4

varvar 43 uuwu

and

cossin4varvar 21 uu

wv

θ is the angle of ADCP’s transducers -- 20ºLohrmann et al. (1990, J. Oc. Atmos. Tech., 7, 19)

zV

wvzU

wuTKE Production

wuzU

Az

wvzV

Az

Page 18: Turbulent properties: - vary chaotically in time around a mean value - exhibit a wide, continuous range of scale variations - cascade energy from large

Souza et al. (2004, Geophys. Res. Lett., 31, L20309)

(2002)

wu

wv

Page 19: Turbulent properties: - vary chaotically in time around a mean value - exhibit a wide, continuous range of scale variations - cascade energy from large

Day of the year (2002)

Souza et al. (2004, Geophys. Res. Lett., 31, L20309)

Page 20: Turbulent properties: - vary chaotically in time around a mean value - exhibit a wide, continuous range of scale variations - cascade energy from large

Souza et al. (2004, Geophys. Res. Lett., 31, L20309)

Page 21: Turbulent properties: - vary chaotically in time around a mean value - exhibit a wide, continuous range of scale variations - cascade energy from large

S1, T1

S2, T2

S2 > S1

T2 > T1

Buoyancy Production fromCooling and Double Diffusion

wg

o

Page 22: Turbulent properties: - vary chaotically in time around a mean value - exhibit a wide, continuous range of scale variations - cascade energy from large

Layering Experiment

http://www.phys.ocean.dal.ca/programs/doubdiff/labdemos.html

wg

o

Page 23: Turbulent properties: - vary chaotically in time around a mean value - exhibit a wide, continuous range of scale variations - cascade energy from large

From Kelley et al. (2002, The Diffusive Regime of Double-Diffusive Convection)

Data from the Arcticw

g

o

Page 24: Turbulent properties: - vary chaotically in time around a mean value - exhibit a wide, continuous range of scale variations - cascade energy from large

Layers in Seno Gala

wg

o

Page 25: Turbulent properties: - vary chaotically in time around a mean value - exhibit a wide, continuous range of scale variations - cascade energy from large

/s)(m seawater of viscosity kinematic the is

3...1,;2

2

2

jix

u

xu

tensorratestrain

i

j

j

i

Dissipation from strain in the flow (m2/s3)

turbulence

isotropic for

5.72

zu

(Jennifer MacKinnon’s webpage)

Page 26: Turbulent properties: - vary chaotically in time around a mean value - exhibit a wide, continuous range of scale variations - cascade energy from large

From:

Rippeth et al. (2003, JPO, 1889)

Production of TKE

Dissipation of TKE

Page 27: Turbulent properties: - vary chaotically in time around a mean value - exhibit a wide, continuous range of scale variations - cascade energy from large

http://praxis.pha.jhu.edu/science/emspec.html

Example of Spectrum – Electromagnetic Spectrum

Page 28: Turbulent properties: - vary chaotically in time around a mean value - exhibit a wide, continuous range of scale variations - cascade energy from large

(Monismith’s Lectures)

Page 29: Turbulent properties: - vary chaotically in time around a mean value - exhibit a wide, continuous range of scale variations - cascade energy from large

KSS ,

Wave number K (m-1)

S (

m3

s-2)

3

2

s

m

2

3

s

mS

m

K1

3532 KS

Other ways to determine dissipation (indirectly)

Kolmogorov’s K-5/3 law

Page 30: Turbulent properties: - vary chaotically in time around a mean value - exhibit a wide, continuous range of scale variations - cascade energy from large

(Monismith’s Lectures)

3532 KS

P

equilibrium range

inertialdissipating range

Kolmogorov’s K-5/3 law

Page 31: Turbulent properties: - vary chaotically in time around a mean value - exhibit a wide, continuous range of scale variations - cascade energy from large

3532 2

U

fS

325102 sm

(Monismith’s Lectures)

Kolmogorov’s K-5/3 law -- one of the most important results of turbulence theory

Page 32: Turbulent properties: - vary chaotically in time around a mean value - exhibit a wide, continuous range of scale variations - cascade energy from large

Stratification kills turbulence

25.02

2

22

S

N

zv

zu

zg

Ri o

In stratified flow, buoyancy tends to:

i) inhibit range of scales in the subinertial range

ii) “kill” the turbulence

Page 33: Turbulent properties: - vary chaotically in time around a mean value - exhibit a wide, continuous range of scale variations - cascade energy from large

(Monismith’s Lectures)

U3

oLU 2

325101 sm

mL

zzgN

03.0,18.0,1

10/10,1,1.0 taking;

0

2

Page 34: Turbulent properties: - vary chaotically in time around a mean value - exhibit a wide, continuous range of scale variations - cascade energy from large

(Monismith’s Lectures)

Page 35: Turbulent properties: - vary chaotically in time around a mean value - exhibit a wide, continuous range of scale variations - cascade energy from large

(Monismith’s Lectures)

Page 36: Turbulent properties: - vary chaotically in time around a mean value - exhibit a wide, continuous range of scale variations - cascade energy from large
Page 37: Turbulent properties: - vary chaotically in time around a mean value - exhibit a wide, continuous range of scale variations - cascade energy from large

(Monismith’s Lectures)

(responsible for dissipation of TKE)

At intermediate scales --Inertial subrange – transfer of energy by inertial forces

nsfluctuatio of numberwave K

TKE of ndissipatio

1.5 constant

KS

3532

Page 38: Turbulent properties: - vary chaotically in time around a mean value - exhibit a wide, continuous range of scale variations - cascade energy from large

(Monismith’s Lectures)

3

2

sm

Other ways to determine dissipation (indirectly)