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The role of boundary layers in air–sea interaction Fluid dynamics for boundary layers Boundary layers in the atmosphere and ocean Lecture 6: Boundary Layers Jonathon S. Wright [email protected] 28 March 2016

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Page 1: Lecture 6: Boundary Layers - GitHub Pages · 2020-07-10 · Turbulence What are boundary layers? I The lowermost part of the atmosphere and the uppermost part of the ocean I Control

The role of boundary layers in air–sea interactionFluid dynamics for boundary layers

Boundary layers in the atmosphere and ocean

Lecture 6:Boundary Layers

Jonathon S. Wright

[email protected]

28 March 2016

Page 2: Lecture 6: Boundary Layers - GitHub Pages · 2020-07-10 · Turbulence What are boundary layers? I The lowermost part of the atmosphere and the uppermost part of the ocean I Control

The role of boundary layers in air–sea interactionFluid dynamics for boundary layers

Boundary layers in the atmosphere and ocean

The role of boundary layers in air–sea interactionWhat are boundary layers?The sensible and latent heat fluxesTurbulence

Fluid dynamics for boundary layersAccounting for turbulence in the momentum equationsnHeat and momentum fluxesEkman layers

Boundary layers in the atmosphere and oceanThe atmospheric boundary layerThe ocean mixed layer

Page 3: Lecture 6: Boundary Layers - GitHub Pages · 2020-07-10 · Turbulence What are boundary layers? I The lowermost part of the atmosphere and the uppermost part of the ocean I Control

The role of boundary layers in air–sea interactionFluid dynamics for boundary layers

Boundary layers in the atmosphere and ocean

What are boundary layers?The sensible and latent heat fluxesTurbulence

What are boundary layers?

I The lowermost part of the atmosphere and the uppermost part of the ocean

I Control the exchange of heat, moisture, and momentum across the air–sea interface

I Boundary layer processes directly affect SSTs, which affects interactions between the atmosphereand ocean at a wide range of space and time scales

I Affect surface exchange of aerosols and chemical constituents

I Strong turbulence means that boundary layers are well-mixed and respond rapidly to changes insurface conditions

I The atmospheric boundary layer and the ocean mixed layer are similar in many ways, but alsoprofoundly different

Page 4: Lecture 6: Boundary Layers - GitHub Pages · 2020-07-10 · Turbulence What are boundary layers? I The lowermost part of the atmosphere and the uppermost part of the ocean I Control

The role of boundary layers in air–sea interactionFluid dynamics for boundary layers

Boundary layers in the atmosphere and ocean

What are boundary layers?The sensible and latent heat fluxesTurbulence

100∼1000 m

10∼100 m

free atmosphere

atmospheric boundary layer

ocean mixed layer

thermocline

turbulentmixing

momentumflux

watervapor

potential temperature

What are boundary layers?

Page 5: Lecture 6: Boundary Layers - GitHub Pages · 2020-07-10 · Turbulence What are boundary layers? I The lowermost part of the atmosphere and the uppermost part of the ocean I Control

The role of boundary layers in air–sea interactionFluid dynamics for boundary layers

Boundary layers in the atmosphere and ocean

What are boundary layers?The sensible and latent heat fluxesTurbulence

QNET = QSW −QLW −QLH −QSH

ocean surface

Surface fluxes

Page 6: Lecture 6: Boundary Layers - GitHub Pages · 2020-07-10 · Turbulence What are boundary layers? I The lowermost part of the atmosphere and the uppermost part of the ocean I Control

The role of boundary layers in air–sea interactionFluid dynamics for boundary layers

Boundary layers in the atmosphere and ocean

What are boundary layers?The sensible and latent heat fluxesTurbulence

QSH = cpρawθ

Sensible heat flux

I Direct heating of air in contact with the surface

I Transmitted through the boundary layer by turbulence

Page 7: Lecture 6: Boundary Layers - GitHub Pages · 2020-07-10 · Turbulence What are boundary layers? I The lowermost part of the atmosphere and the uppermost part of the ocean I Control

The role of boundary layers in air–sea interactionFluid dynamics for boundary layers

Boundary layers in the atmosphere and ocean

What are boundary layers?The sensible and latent heat fluxesTurbulence

QLH = Lvρawqv

Latent heat flux

I Energy exchanged in the form of evaporation

I Transmitted through the boundary layer by turbulence

Page 8: Lecture 6: Boundary Layers - GitHub Pages · 2020-07-10 · Turbulence What are boundary layers? I The lowermost part of the atmosphere and the uppermost part of the ocean I Control

The role of boundary layers in air–sea interactionFluid dynamics for boundary layers

Boundary layers in the atmosphere and ocean

What are boundary layers?The sensible and latent heat fluxesTurbulence

B ≡ QSH

QLS≤ Be =

(L

cp

∂q∗

∂T

)−1Theoretical maximum over a wet surface (when RH ≈ 1)

The Bowen ratio

I Ratio of sensible heat flux to latent heat flux

I Over the ocean, the Bowen ratio is almost always small

Page 9: Lecture 6: Boundary Layers - GitHub Pages · 2020-07-10 · Turbulence What are boundary layers? I The lowermost part of the atmosphere and the uppermost part of the ocean I Control

The role of boundary layers in air–sea interactionFluid dynamics for boundary layers

Boundary layers in the atmosphere and ocean

What are boundary layers?The sensible and latent heat fluxesTurbulence

Reynolds averaging: w = w + w′ θ = θ + θ′

wθ = (w + w′)(θ + θ′) = wθ + w′θ + wθ′ + w′θ′

wθ = wθ + w′θ′

Time average turbulent fluxes

Accounting for turbulence: Reynolds averagingWe can only use wθ if w and θ are sampled often enough to account for turbulent variations...

Page 10: Lecture 6: Boundary Layers - GitHub Pages · 2020-07-10 · Turbulence What are boundary layers? I The lowermost part of the atmosphere and the uppermost part of the ocean I Control

The role of boundary layers in air–sea interactionFluid dynamics for boundary layers

Boundary layers in the atmosphere and ocean

What are boundary layers?The sensible and latent heat fluxesTurbulence

QSH = cpρa(wθ + w′θ′

)= cpρaw′θ′

QLH = Lvρa(wqv + w′q′v

)= Lvρaw′q′v

Accounting for turbulence: Reynolds averagingThe primary contributors to the sensible and latent heat fluxes are the time mean turbulent terms:

Page 11: Lecture 6: Boundary Layers - GitHub Pages · 2020-07-10 · Turbulence What are boundary layers? I The lowermost part of the atmosphere and the uppermost part of the ocean I Control

The role of boundary layers in air–sea interactionFluid dynamics for boundary layers

Boundary layers in the atmosphere and ocean

What are boundary layers?The sensible and latent heat fluxesTurbulence

mechanical turbulence

(momentum conversion)

convective turbulence

(buoyancy conversion)

ρθ

wind stress

shear–flow mixing

ρθ

buoyancy gain

convective mixing

Sources of boundary layer turbulence

Page 12: Lecture 6: Boundary Layers - GitHub Pages · 2020-07-10 · Turbulence What are boundary layers? I The lowermost part of the atmosphere and the uppermost part of the ocean I Control

The role of boundary layers in air–sea interactionFluid dynamics for boundary layers

Boundary layers in the atmosphere and ocean

What are boundary layers?The sensible and latent heat fluxesTurbulence

ρθ

wind stress

shear–flow mixing

ρθ

stronger wind stress

stronger mixing

entrainment

EntrainmentIf the forcing increases, turbulence deepens and draws fluid into the well-mixed layer from below

Page 13: Lecture 6: Boundary Layers - GitHub Pages · 2020-07-10 · Turbulence What are boundary layers? I The lowermost part of the atmosphere and the uppermost part of the ocean I Control

The role of boundary layers in air–sea interactionFluid dynamics for boundary layers

Boundary layers in the atmosphere and ocean

What are boundary layers?The sensible and latent heat fluxesTurbulence

ρθ

detrainment

dm

ρθ

entrainment

dm

d (dm)

dt= w − wechanges in mixed layer depth:

dm ≡mixed layer depth

w ≡ vertical velocity (upwelling or downwelling)

we ≡ the flux of denser fluid into the mixed layer

Entrainment

Page 14: Lecture 6: Boundary Layers - GitHub Pages · 2020-07-10 · Turbulence What are boundary layers? I The lowermost part of the atmosphere and the uppermost part of the ocean I Control

The role of boundary layers in air–sea interactionFluid dynamics for boundary layers

Boundary layers in the atmosphere and ocean

What are boundary layers?The sensible and latent heat fluxesTurbulence

TKE ≡ u′2 + v′2 + w′2

2

d(TKE)

dt= MP + BPL + TR− ε

Mechanical Production

Buoyancy Production & LossTransport

frictional dissipation

Turbulent kinetic energy

Page 15: Lecture 6: Boundary Layers - GitHub Pages · 2020-07-10 · Turbulence What are boundary layers? I The lowermost part of the atmosphere and the uppermost part of the ocean I Control

The role of boundary layers in air–sea interactionFluid dynamics for boundary layers

Boundary layers in the atmosphere and ocean

What are boundary layers?The sensible and latent heat fluxesTurbulence

the source of turbulent kinetic energy

ρθ

the entrainment rate

dm

the depth (or height)

of the boundary layer

the magnitude of the inversion

Turbulence and boundary layer propertiesEven without knowing the details of boundary layer turbulence, the bulk properties of boundary layerscan be summarized and their evolution tracked (or parameterized for use in models)

Page 16: Lecture 6: Boundary Layers - GitHub Pages · 2020-07-10 · Turbulence What are boundary layers? I The lowermost part of the atmosphere and the uppermost part of the ocean I Control

The role of boundary layers in air–sea interactionFluid dynamics for boundary layers

Boundary layers in the atmosphere and ocean

Accounting for turbulence in the momentum equationsnHeat and momentum fluxesEkman layers

buoyancy b ≡ g ρ− ρ0ρ0

Boussinesq continuity equation:

(∇ · v = 0)

changes in buoyancy (ρ) due to changes in θ or composition

The Boussinesq equations

Density constant except where coupled to gravity

∂u

∂t+ (v · ∇)u− fv = − 1

ρ0

∂p

∂x+ Fx

∂v

∂t+ (v · ∇) v + fu = − 1

ρ0

∂p

∂y+ Fy

∂w

∂t+ (v · ∇)w = − 1

ρ0

∂p

∂z− gρ− ρ0

ρ0+ Fz

∂u

∂x+∂v

∂y+∂w

∂z= 0

∂b

∂t+ (v · ∇) b = b

Page 17: Lecture 6: Boundary Layers - GitHub Pages · 2020-07-10 · Turbulence What are boundary layers? I The lowermost part of the atmosphere and the uppermost part of the ocean I Control

The role of boundary layers in air–sea interactionFluid dynamics for boundary layers

Boundary layers in the atmosphere and ocean

Accounting for turbulence in the momentum equationsnHeat and momentum fluxesEkman layers

Boussinesq continuity equation:

(∇ · v = 0)

The Boussinesq equations

Using the Boussinesq approximation to account for turbulence

∂u

∂t+ (v · ∇)u =

∂u

∂t+ (v · ∇)u+ u

(∂u

∂x+∂v

∂y+∂w

∂z

)=∂u

∂t+ u

∂u

∂x+ v

∂u

∂y+ w

∂u

∂z+ u

(∂u

∂x+∂v

∂y+∂w

∂z

)=∂u

∂t+∂u2

∂x+∂uv

∂y+∂uw

∂z

Page 18: Lecture 6: Boundary Layers - GitHub Pages · 2020-07-10 · Turbulence What are boundary layers? I The lowermost part of the atmosphere and the uppermost part of the ocean I Control

The role of boundary layers in air–sea interactionFluid dynamics for boundary layers

Boundary layers in the atmosphere and ocean

Accounting for turbulence in the momentum equationsnHeat and momentum fluxesEkman layers

The Boussinesq equations

Using the Boussinesq approximation to account for turbulence

∂u

∂t+ (v · ∇)u =

∂u

∂t+∂u2

∂x+∂uv

∂y+∂uw

∂z

∂u

∂t+ (v · ∇)u =

∂u

∂t+

∂x

(uu+ u′u′

)+

∂y

(uv + u′v′

)+

∂z

(uw + u′w′

)=∂u

∂t+ (v · ∇)u+

∂x

(u′u′

)+

∂y

(u′v′

)+

∂z

(u′w′

)

Page 19: Lecture 6: Boundary Layers - GitHub Pages · 2020-07-10 · Turbulence What are boundary layers? I The lowermost part of the atmosphere and the uppermost part of the ocean I Control

The role of boundary layers in air–sea interactionFluid dynamics for boundary layers

Boundary layers in the atmosphere and ocean

Accounting for turbulence in the momentum equationsnHeat and momentum fluxesEkman layers

Turbulent fluxes

b ≡ g ρ− ρ0ρ0

The Boussinesq equations

Using the Boussinesq approximation to account for turbulence

∂u

∂t+ (v · ∇)u+

∂x

(u′u′

)+

∂y

(u′v′

)+

∂z

(u′w′

)= − 1

ρ0

∂p

∂x+ fv + Fx

∂v

∂t+ (v · ∇) v + ∂

∂x

(v′u′

)+

∂y

(v′v′

)+

∂z

(v′w′

)= − 1

ρ0

∂p

∂y− fu+ Fy

∂w

∂t+ (v · ∇)w +

∂x

(w′u′

)+

∂y

(w′v′

)+

∂z

(w′w′

)= − 1

ρ0

∂p

∂z+ b+ Fz

∂θ

∂t+ (v · ∇) θ + ∂

∂x

(u′θ′

)+

∂y

(v′θ′

)+

∂z

(w′θ′

)= −w∂θ0

∂z

Page 20: Lecture 6: Boundary Layers - GitHub Pages · 2020-07-10 · Turbulence What are boundary layers? I The lowermost part of the atmosphere and the uppermost part of the ocean I Control

The role of boundary layers in air–sea interactionFluid dynamics for boundary layers

Boundary layers in the atmosphere and ocean

Accounting for turbulence in the momentum equationsnHeat and momentum fluxesEkman layers

Treat turbulent momentum fluxes like friction

The (turbulent) Boussinesq momentum equations

∂u

∂t+ (v · ∇)u = − 1

ρ0

∂p

∂x+ fv − ∂u′w′

∂z

∂v

∂t+ (v · ∇) v = − 1

ρ0

∂p

∂y− fu− ∂v′w′

∂z

Page 21: Lecture 6: Boundary Layers - GitHub Pages · 2020-07-10 · Turbulence What are boundary layers? I The lowermost part of the atmosphere and the uppermost part of the ocean I Control

The role of boundary layers in air–sea interactionFluid dynamics for boundary layers

Boundary layers in the atmosphere and ocean

Accounting for turbulence in the momentum equationsnHeat and momentum fluxesEkman layers

horizontal wind above ocean surface

Wind stressThe force applied by the wind on the surface of the ocean

τx = −ρa(w′u′)τy = −ρa(w′v′)

τxy = −ρa(w′v′H)

Page 22: Lecture 6: Boundary Layers - GitHub Pages · 2020-07-10 · Turbulence What are boundary layers? I The lowermost part of the atmosphere and the uppermost part of the ocean I Control

The role of boundary layers in air–sea interactionFluid dynamics for boundary layers

Boundary layers in the atmosphere and ocean

Accounting for turbulence in the momentum equationsnHeat and momentum fluxesEkman layers

The surface stress is consistent across the ocean surface

Friction velocityThe characteristic velocity of a fluid under a given stress

u2? ≡|τxy|ρ

|τxy| =(ρu2?

)air

=(ρu2?

)ocean

Page 23: Lecture 6: Boundary Layers - GitHub Pages · 2020-07-10 · Turbulence What are boundary layers? I The lowermost part of the atmosphere and the uppermost part of the ocean I Control

The role of boundary layers in air–sea interactionFluid dynamics for boundary layers

Boundary layers in the atmosphere and ocean

Accounting for turbulence in the momentum equationsnHeat and momentum fluxesEkman layers

u′w′ ≈ −KM

(∂u

∂z

)v′w′ ≈ −KM

(∂v

∂z

)

θ′w′ ≈ −KH

(∂θ

∂z

)eddy diffusivity of momentum

eddy diffusivity of heat

The flux–gradient approximationTreat turbulent transport like molecular diffusion

Page 24: Lecture 6: Boundary Layers - GitHub Pages · 2020-07-10 · Turbulence What are boundary layers? I The lowermost part of the atmosphere and the uppermost part of the ocean I Control

The role of boundary layers in air–sea interactionFluid dynamics for boundary layers

Boundary layers in the atmosphere and ocean

Accounting for turbulence in the momentum equationsnHeat and momentum fluxesEkman layers

assuming vg = 0 in the Northern Hemisphere atmosphere...

u = ug[1− e−γz cos (γz)

]v = ug

[e−γz sin (γz)

]

Ekman layersThree-way balance between pressure gradient, Coriolis force, and turbulent friction:

KM∂2u

∂z2+ f (v − vg) = 0

KM∂2v

∂z2− f (u− ug) = 0

Page 25: Lecture 6: Boundary Layers - GitHub Pages · 2020-07-10 · Turbulence What are boundary layers? I The lowermost part of the atmosphere and the uppermost part of the ocean I Control

The role of boundary layers in air–sea interactionFluid dynamics for boundary layers

Boundary layers in the atmosphere and ocean

Accounting for turbulence in the momentum equationsnHeat and momentum fluxesEkman layers

0.0 0.2 0.4 0.6 0.8 1.0u/ug

0.0

0.1

0.2

0.3

0.4

v/u g

(a) Ekman spiral in atmospheric boundary layer

0.2 0.0 0.2 0.4 0.6 0.8 1.0u/ug

0.0

0.1

0.2

0.3

0.4

v/u g

(b) Ekman spiral in ocean surface mixed layer

wind closer to surface

geostrophic wind (base of free atmosphere)

surface current

closer to mixed layer base (dm)

Ekman spiralsAssuming vg = 0 in the Northern Hemisphere...

Page 26: Lecture 6: Boundary Layers - GitHub Pages · 2020-07-10 · Turbulence What are boundary layers? I The lowermost part of the atmosphere and the uppermost part of the ocean I Control

The role of boundary layers in air–sea interactionFluid dynamics for boundary layers

Boundary layers in the atmosphere and ocean

Accounting for turbulence in the momentum equationsnHeat and momentum fluxesEkman layers

Ekman transportVertically-integrated transport is oriented 90◦ to the right of the wind stress in the NH (90◦ to the leftin the SH), driving convergence and divergence in the mixed layer beneath synoptic circulation systems:

Page 27: Lecture 6: Boundary Layers - GitHub Pages · 2020-07-10 · Turbulence What are boundary layers? I The lowermost part of the atmosphere and the uppermost part of the ocean I Control

The role of boundary layers in air–sea interactionFluid dynamics for boundary layers

Boundary layers in the atmosphere and ocean

The atmospheric boundary layerThe ocean mixed layer

The Atmospheric Boundary Layer

entrainment zone

free atmosphere

mixed layer

surface layer

uviscous sublayermolecular diffusion

mechanical turbulence

well-mixed layer

entrainment of free tropospheric air

The atmospheric boundary layer

Page 28: Lecture 6: Boundary Layers - GitHub Pages · 2020-07-10 · Turbulence What are boundary layers? I The lowermost part of the atmosphere and the uppermost part of the ocean I Control

The role of boundary layers in air–sea interactionFluid dynamics for boundary layers

Boundary layers in the atmosphere and ocean

The atmospheric boundary layerThe ocean mixed layer

The Atmospheric Boundary Layer

entrainment zone

free atmosphere

mixed layer

surface layer

✓v q u

The atmospheric boundary layer

Page 29: Lecture 6: Boundary Layers - GitHub Pages · 2020-07-10 · Turbulence What are boundary layers? I The lowermost part of the atmosphere and the uppermost part of the ocean I Control

The role of boundary layers in air–sea interactionFluid dynamics for boundary layers

Boundary layers in the atmosphere and ocean

The atmospheric boundary layerThe ocean mixed layer

Ri =g

θ

∂θ/∂z

(∂u/∂z)2=

N2

(∂u/∂z)2

Buoyancy production and loss

Mechanical production

A smaller Richardson number means stronger turbulence

The atmospheric Richardson number

Joint measure of thermodynamic and mechanical stability:

Page 30: Lecture 6: Boundary Layers - GitHub Pages · 2020-07-10 · Turbulence What are boundary layers? I The lowermost part of the atmosphere and the uppermost part of the ocean I Control

The role of boundary layers in air–sea interactionFluid dynamics for boundary layers

Boundary layers in the atmosphere and ocean

The atmospheric boundary layerThe ocean mixed layer

The Ocean Mixed Layer

Altit

ude

Dept

h

solar heating

evaporation cooling, salination

convection cold, salty

stirring by surface wind

rainfall freshening

turbulent mixing

thermocline

entrainment

The ocean mixed layer

Page 31: Lecture 6: Boundary Layers - GitHub Pages · 2020-07-10 · Turbulence What are boundary layers? I The lowermost part of the atmosphere and the uppermost part of the ocean I Control

The role of boundary layers in air–sea interactionFluid dynamics for boundary layers

Boundary layers in the atmosphere and ocean

The atmospheric boundary layerThe ocean mixed layer

Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov DecMonth

0

20

40

60

80

100

Depth

[m

]

10

11

11

12

13141516

1718

19

Deeper when surface

heating is weak and

wind stress is strong

Shallower when surface heating

is strong and wind stress is weak

Seasonal thermocline

Permanent thermoclinedata from World Ocean Atlas 2009

The ocean mixed layer

Page 32: Lecture 6: Boundary Layers - GitHub Pages · 2020-07-10 · Turbulence What are boundary layers? I The lowermost part of the atmosphere and the uppermost part of the ocean I Control

The role of boundary layers in air–sea interactionFluid dynamics for boundary layers

Boundary layers in the atmosphere and ocean

The atmospheric boundary layerThe ocean mixed layer

Ri =g

ρ

∂ρ/∂z

(∂u/∂z)2=

N2

(∂u/∂z)2

Buoyancy production and loss

Mechanical production

The Richardson number in the oceanDefined similarly to that in the atmosphere: