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Modelling an idealized nocturnal (stable) boundary-layer ...€¦ · Ha and Mahrt (2003, Tellus A...

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From Stull (1988), An Intro. To Boundary Layer Meteorology (see also Garratt’s Fig. 6.1) e.g. Wangara day 33 at 0900 Modelling an idealized nocturnal (stable) boundary-layer ("NBL" or "SBL") eas471_SBL_Delage.odp JD Wilson, EAS Ualberta 20 Mar. 2014 in what sense idealized? Cloudless, unsaturated, horizontally homogeneous
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Page 1: Modelling an idealized nocturnal (stable) boundary-layer ...€¦ · Ha and Mahrt (2003, Tellus A Vol. 55) computed longwave radiative divergence from both idealized and measured

From Stull (1988), An Intro. To Boundary Layer Meteorology (see also Garratt’s Fig. 6.1)

e.g. Wangara day 33 at 0900

Modelling an idealized nocturnal (stable) boundary-layer ("NBL" or "SBL")

eas471_SBL_Delage.odpJD Wilson, EAS Ualberta20 Mar. 2014

– in what sense idealized? Cloudless, unsaturated, horizontally homogeneous

Page 2: Modelling an idealized nocturnal (stable) boundary-layer ...€¦ · Ha and Mahrt (2003, Tellus A Vol. 55) computed longwave radiative divergence from both idealized and measured

Wind speed

z

Weakened friction hints at possibility of inertial oscillations in horizontal velocity

∂U∂ t

= −∂u ' w '

∂ z f V−V G

∂V∂ t

= −∂ v ' w'

∂ z− f U−U G

∂2U

∂ t2= − f 2 U f 2U G

z

Mean Potential Temperature

Residual layer

Nocturnal surface inversion established after sign transition in Q

H 0 and deepening

Same grad p and (ipso facto) free atmos winds (winds at geostrophic level)

“Low level jet”

NBLCBL

turbulence damped out?

Inertial oscillation

Page 3: Modelling an idealized nocturnal (stable) boundary-layer ...€¦ · Ha and Mahrt (2003, Tellus A Vol. 55) computed longwave radiative divergence from both idealized and measured

Energetics of the NBL – perspective of the TKE equation & surface energy budget

Q*≡K*

+L*= QH0+QE0+QG<0- surface energy budget results in surface cooling

∂k∂ t

=− u ' w '∂U∂ z

− v ' w '∂V∂ z

+gθ0

w ' θ ' − ∂∂ z

w ' (p 'ρ0

+u' u '+v ' v '+w 'w '

2) − ϵ

shear production buoyant prodn

viscousdissip'n

pressure transport + turbulent transport

- TKE budget:

- as daytime winds die down, shear production is reduced; and because the layer is stably stratified buoyant production is negative, offsetting what (little?) shear production continues

- thus turbulence dies down to low level – unless a strong free atmos. wind sustains shear production and overcomes buoyant destruction of TKE, sustaining the mixing and ensuring that a strong inversion does not develop

- and/or unless heavy cloud cover prevents rapid sfc cooling by longwave radiation

0L*<0

Page 4: Modelling an idealized nocturnal (stable) boundary-layer ...€¦ · Ha and Mahrt (2003, Tellus A Vol. 55) computed longwave radiative divergence from both idealized and measured

∂σw2

∂ t= 2

gθ0

w' θ ' − ∂∂ z

w ' (2 p'ρ0

+ w ' w ' ) +2ρ0

p'∂w '∂ z

− ϵww

(small)

Energetics of the NBL – perspective of the velocity variance equations ( etc.)

By manipulating the Navier-Stokes eqns. (under the Boussinesq approx.), the variance budget eqns for

a horizontally-homogeneous layer are:

w' w '≡σw2

buoyant prodn

viscousdissip'n

redistributionturbulent (+ press.) transp.

∂σu2

∂ t= −2 u' w '

∂U∂ z

− ∂∂ z

w ' u ' u ' +2ρ0

p'∂u'∂ x

− ϵuu

∂σv2

∂ t= −2 v ' w '

∂V∂ z

− ∂∂ z

w ' v ' v ' +2ρ0

p'∂ v '∂ y

− ϵvv

∂∂ t

σu2+σ v

2+σw2

2= ... +

2ρ0

p ' [ ∂u'∂ x

+∂ v '∂ y

+∂w'∂ z ] −

ϵuu+ϵvv+ϵww

2

redistribution terms sum to zero in TKE eqn

shear and buoyant production, turbulent and pressure transport

Page 5: Modelling an idealized nocturnal (stable) boundary-layer ...€¦ · Ha and Mahrt (2003, Tellus A Vol. 55) computed longwave radiative divergence from both idealized and measured

L*<0 → Q*<0 → QH<0 → buoyant suppression of the vertical motion (thus) TKE, effective in the energy-

containing range of scales; w' fed by inter-component transfer (redistribution) alone; lack of energy in w' limits heat and (downward) momentum transport by turbulent convection; light winds (measurement challenge), turbulence may be intermittent; gravity waves; ratio of buoyancy ( gT'/T

0 ) to inertial (u'2/ L)

forces becomes large so slight topographic irregularities can result in drainage flows (three-dimensional and intermittent) – see Wyngaard's textbook Eqn. (12.20) where veloc. field parallel to gently sloping sfc contains buoyancy terms

∂σw2

∂ t= 2

gθ0

w' θ ' − ∂∂ z

w ' (2 p'ρ0

+ w ' w ' ) +2ρ0

p'∂w '∂ z

− ϵww

(small)

Energetics of the NBL – perspective of the velocity variance equations ( etc.)

By manipulating the Navier-Stokes eqns. (under the Boussinesq approx.), the variance budget eqns for

a horizontally-homogeneous layer are:

w' w '≡σw2

buoyant prodn

viscousdissip'n

redistributionturbulent (+ press.) transp.

∂σu2

∂ t= −2 u' w '

∂U∂ z

− ∂∂ z

w ' u ' u ' +2ρ0

p'∂u'∂ x

− ϵuu

∂σv2

∂ t= −2 v ' w '

∂V∂ z

− ∂∂ z

w ' v ' v ' +2ρ0

p'∂ v '∂ y

− ϵvv

Page 6: Modelling an idealized nocturnal (stable) boundary-layer ...€¦ · Ha and Mahrt (2003, Tellus A Vol. 55) computed longwave radiative divergence from both idealized and measured

An interesting cycle of intermittency can occur (Van de Wiel et al., J.Atmos.Sci. 67, 2010)

Ri =g0

∂/∂ z∂U /∂ z 2

Quiescent layer, Ri large because

numerator large and denom small

Lower sfc layer decoupled from flow aloft, but some mixing as shear increases where z small

Some mixing, so some downward mtm transport continues – at later time shear across quiescent layer increases, decreasing R

i

U(z,t)

Ri =g0

z U 2

or as bulk index for the layer

Critical value of Ri to suppress turbulence surely not universal, but order 0.1; textbooks cite obs. suggesting about 0.2

MOST

“z-less scaling”

Page 7: Modelling an idealized nocturnal (stable) boundary-layer ...€¦ · Ha and Mahrt (2003, Tellus A Vol. 55) computed longwave radiative divergence from both idealized and measured

Delage** (1974; QJRMS Vol. 100) 1-D model of dry SBL – turbulent transport (only)

Closure

(neglects radiative divergence)

Recall that in context of Monin-Obukhov Similarity Theory (MOST): K m ,k ,v =kv u * z

ϕm, h ,v (z /L)

eddy diffusivity

TKE dissipation rate

length scale

effective velocity scale

**formerly of CMC; Yves Delage had much to do with ABL parameterization in CMC's NWP models

Page 8: Modelling an idealized nocturnal (stable) boundary-layer ...€¦ · Ha and Mahrt (2003, Tellus A Vol. 55) computed longwave radiative divergence from both idealized and measured

Delage's imposed algebraic length scale

limits λ in neutral layer

1λ(z)

=1

kv z+

1λ∞

k v L

limits λ in stratified layer

λ∞

λ

z

k v Lβ

neutral

stable

Page 9: Modelling an idealized nocturnal (stable) boundary-layer ...€¦ · Ha and Mahrt (2003, Tellus A Vol. 55) computed longwave radiative divergence from both idealized and measured

Initial condition: and corresponding steady-state wind and TKE profiles from

solution of these equations for the neutral state.

Forcing: “driven” by an imposed cooling trend in surface temperature

• intensifying surface-based inversion self-limits its own depth hi

• depth ht of surface-based mixing layer drops. Mixing continues in residual neutral layer aloft

z ,0 = 00

Delage's numeric solution

Page 10: Modelling an idealized nocturnal (stable) boundary-layer ...€¦ · Ha and Mahrt (2003, Tellus A Vol. 55) computed longwave radiative divergence from both idealized and measured

Delage’s result for cooling rate, presented in dimensionless form. Case chosen corresponds to a strong geostrophic wind G such that the Rossby number

Ro =G

z0 f= 107

Time

Delage's numeric solution

Low-level jet develops in Delage simulation

Page 11: Modelling an idealized nocturnal (stable) boundary-layer ...€¦ · Ha and Mahrt (2003, Tellus A Vol. 55) computed longwave radiative divergence from both idealized and measured

André & Mahrt (1982, JAS Vol. 39) showed that the role of nocturnal longwave divergence can be to deepen the ground-based inversion hi so that it reaches several times higher than the height ht of the turbulent (ie. stirred) shear layer, at the same time moderating the stratification of that turbulent layer - whereas the convective flux divergence, acting alone, would progressively steepen the temperature gradient as the ground cools, without deepening the inversion.

Ha and Mahrt (2003, Tellus A Vol. 55) computed longwave radiative divergence from both idealized and measured profiles of temperature and humidity, and determined that “radiative cooling increases with the thermal stratification, moisture content, negative curvature of the temperature profile and temperature deficit of the ground surface”

Neglected role of radiative divergence

∂2T

∂ z2 0

T

z

With horiz. homog. assumed, c p

∂ t= −

∂QH

∂ z−

∂Q*

∂ z∂Q*

∂ z≡

∂ L*

∂ zwhere

Schaller (1977; BLM Vol. 11) observed** that “during the clear night radiative cooling exceeds the cooling caused by the sensible heat flux.” André et al. (1978; JAS Vol. 35) concluded longwave divergence is “more important than turbulent transport … except close to the ground”

**See also André et al. (1978; JAS Vol. 35), André & Mahrt (1982, JAS Vol. 39), Ha & Mahrt (2003, Tellus A Vol. 55: “Radiative and Turbulent Fluxes in the Nocturnal Boundary Layer”)

Page 12: Modelling an idealized nocturnal (stable) boundary-layer ...€¦ · Ha and Mahrt (2003, Tellus A Vol. 55) computed longwave radiative divergence from both idealized and measured

z

T(z)

Simplified temperature profiles T(z), in relation to the rate of heating due to longwave radiative flux divergence at a fixed height z . Heating rate depends on the difference in slope

which is related to the curvature of the temperature profile. It can be shown that the rate of heating is determined non-locally, viz. by the difference between weighted height-integrals of the temperature-gradient above and below the observation level. The top two rows correspond to radiative heating (except the right-most profiles where heating vanishes), while the lowest row corresponds to radiative cooling.

∂2T /∂z2


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