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The Non-Local Scheme in CAM3 Michael A. Brunke

The Non-Local Scheme in CAM3 Michael A. Brunke. introduction surface layer outer layer free atmosphere h 0.1h 0 z PBL

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Page 1: The Non-Local Scheme in CAM3 Michael A. Brunke. introduction surface layer outer layer free atmosphere h 0.1h 0 z PBL

The Non-Local Scheme in CAM3Michael A. Brunke

Page 2: The Non-Local Scheme in CAM3 Michael A. Brunke. introduction surface layer outer layer free atmosphere h 0.1h 0 z PBL

introduction

surface layer

outer layer

free atmosphereh

0.1h

0

z

PBL

cc zC

KCw

Cwzt

C

Page 3: The Non-Local Scheme in CAM3 Michael A. Brunke. introduction surface layer outer layer free atmosphere h 0.1h 0 z PBL

introduction

surface layer

outer layer

free atmosphereh

0.1h

0

z

PBL

cc zC

KCw

freePBL ,maxPBLin KKKc

Cwzt

C

Page 4: The Non-Local Scheme in CAM3 Michael A. Brunke. introduction surface layer outer layer free atmosphere h 0.1h 0 z PBL

introduction

surface layer

outer layer

free atmosphereh

0.1h

0

z

PBL

cc zC

KCw

Cwzt

C

Page 5: The Non-Local Scheme in CAM3 Michael A. Brunke. introduction surface layer outer layer free atmosphere h 0.1h 0 z PBL

input and outputinput parameterspotential temperature

temperaturespecific humidity

height above surfacepressure

wind speedsurface wind stress

surface SH fluxsurface constituent flux

output parameterskinematic sfc. const. flux

eddy diffusivitiescountergradient terms

convective temp. excessconvective hum. excesssurface friction velocity

Obukhov lengthPBL height

Page 6: The Non-Local Scheme in CAM3 Michael A. Brunke. introduction surface layer outer layer free atmosphere h 0.1h 0 z PBL

free atmosphere Kc

RiFz

K ccc V2

2/1181 RiRiFc 280101

1RiRi

RiFc

Ri < 0 Ri > 0

2z

zgRi v

v

V

(Holtslag and Boville 1993)

Page 7: The Non-Local Scheme in CAM3 Michael A. Brunke. introduction surface layer outer layer free atmosphere h 0.1h 0 z PBL

free atmosphere Kc

RiFz

K ccc V2

2/1181 RiRiFc 280101

1RiRi

RiFc

Ri < 0 Ri > 0

2z

zgRi v

v

V

25C F

Page 8: The Non-Local Scheme in CAM3 Michael A. Brunke. introduction surface layer outer layer free atmosphere h 0.1h 0 z PBL

determination of h

h = z where Ri = Ricr = 0.3(Vogelezang and Holtslag 1996)

2*

2

1

2

1

1

uvzvuzu

zzzg

Ris

s

vvv

m

svvv w

wb

s

1

Page 9: The Non-Local Scheme in CAM3 Michael A. Brunke. introduction surface layer outer layer free atmosphere h 0.1h 0 z PBL

sensitivity of h formulation

L26 L52 L104 20 mMedian (m) -73 14 38 79

Clear IQR (m) 290 161 128 137r 0.48 0.80 0.81 0.79

Median (m) -153 -18 12 47Cloudy IQR (m) 792 396 326 370

r 0.06 0.78 0.79 0.76Zeng et al., 2004: Marine atmospheric boundary layer height over the Eastern Pacific: data analysis and model evaluation. J. Climate, 17, 4159-4170.

Page 10: The Non-Local Scheme in CAM3 Michael A. Brunke. introduction surface layer outer layer free atmosphere h 0.1h 0 z PBL

determination of h

h = z where Ri = Ricr = 0.3

2*

2

1

2

1

1

uvzvuzu

zzzg

Ris

s

vvv

m

svvv w

wb

s

1

28

C3

F0

Page 11: The Non-Local Scheme in CAM3 Michael A. Brunke. introduction surface layer outer layer free atmosphere h 0.1h 0 z PBL

determination of Kc

2

,

2

1

1

hz

zkwK

hz

zkwK

tHq

mm

Page 12: The Non-Local Scheme in CAM3 Michael A. Brunke. introduction surface layer outer layer free atmosphere h 0.1h 0 z PBL

determination of Kc

2

,

2

1

1

hz

zkwK

hz

zkwK

tHq

mm

Page 13: The Non-Local Scheme in CAM3 Michael A. Brunke. introduction surface layer outer layer free atmosphere h 0.1h 0 z PBL

turbulent velocity scales

m

m

uw

*

h

t

uw

*

3/1

151

Lz

m

2/1

151

Lz

hLz

h 51 Lz

h 5

z / L < 0 0 z / L 1

z / L > 1

Lz

m 51 Lz

m 5

Page 14: The Non-Local Scheme in CAM3 Michael A. Brunke. introduction surface layer outer layer free atmosphere h 0.1h 0 z PBL

turbulent velocity scales

m

m

uw

*

h

t

uw

*

3/1

151

Lz

m

2/1

151

Lz

hLz

h 51 Lz

h 5

z / L < 0 0 z / L 1

z / L > 1

Prm

t

ww

mm

h

ww

hh

akLhLh *1.0

1.01.0

Pr

Lz

m 51 Lz

m 5

Page 15: The Non-Local Scheme in CAM3 Michael A. Brunke. introduction surface layer outer layer free atmosphere h 0.1h 0 z PBL

turbulent velocity scales

m

m

uw

*

h

t

uw

*

3/1

151

Lz

m

2/1

151

Lz

hLz

h 51 Lz

h 5

z / L < 0 0 z / L 1

z / L > 1

Prm

t

ww

mm

h

ww

hh

akLhLh *1.0

1.01.0

Pr

Lz

m 51 Lz

m 5

216

C8

F0

Page 16: The Non-Local Scheme in CAM3 Michael A. Brunke. introduction surface layer outer layer free atmosphere h 0.1h 0 z PBL

turbulent velocity scales

m

m

uw

*

h

t

uw

*

3/1

151

Lz

m

2/1

151

Lz

hLz

h 51 Lz

h 5

z / L < 0 0 z / L 1

z / L > 1

Prm

t

ww

mm

h

ww

hh

akLhLh *1.0

1.01.0

Pr

Lz

m 51 Lz

m 5

816

C8

F6

Page 17: The Non-Local Scheme in CAM3 Michael A. Brunke. introduction surface layer outer layer free atmosphere h 0.1h 0 z PBL

countergradient term

hwCww

am

sc 2

*

3/1

*

hwg

w sv

vs

Page 18: The Non-Local Scheme in CAM3 Michael A. Brunke. introduction surface layer outer layer free atmosphere h 0.1h 0 z PBL

countergradient term

hwCww

am

sc 2

*

3/1

*

hwg

w sv

vs

817

C1

F0

Page 19: The Non-Local Scheme in CAM3 Michael A. Brunke. introduction surface layer outer layer free atmosphere h 0.1h 0 z PBL

scheme sensitivity

Tested sensitivity to choices for: Ricr b a

2*

2

1

2

1

1

uvzvuzu

zzzg

Ris

s

vvv

m

svvv w

wb

s

1

hwCww

am

sc 2

*

Page 20: The Non-Local Scheme in CAM3 Michael A. Brunke. introduction surface layer outer layer free atmosphere h 0.1h 0 z PBL

Scheme sensitivity to critical Ri

-6.0%

-4.0%

-2.0%

0.0%

2.0%

4.0%

6.0%

8.0%

1 2 3 4% d

iffe

ren

ce Series1

Series2

Series3

Series4

+25%

+10%

-10%

-25%

h Km Kh h

Page 21: The Non-Local Scheme in CAM3 Michael A. Brunke. introduction surface layer outer layer free atmosphere h 0.1h 0 z PBL

Scheme sensitivity to beta

-1.0%

-0.5%

0.0%

0.5%

1.0%

1.5%

2.0%

2.5%

1 2 3 4

% d

iffe

ren

ce Series1

Series2

Series3

Series4

+25%

+10%

-10%

-25%

h Km Kh h

Page 22: The Non-Local Scheme in CAM3 Michael A. Brunke. introduction surface layer outer layer free atmosphere h 0.1h 0 z PBL

Scheme sensitivity to convective temperature excess

-60.0%

-50.0%

-40.0%

-30.0%

-20.0%

-10.0%

0.0%

10.0%

20.0%

30.0%

1 2 3 4

% d

iffe

ren

ce

Series1

h Km Kh h

Page 23: The Non-Local Scheme in CAM3 Michael A. Brunke. introduction surface layer outer layer free atmosphere h 0.1h 0 z PBL

Scheme sensitivity to b

-15.0%

-10.0%

-5.0%

0.0%

5.0%

10.0%

15.0%

1 2 3 4

% d

iffe

ren

ce Series1

Series2

Series3

Series4

+25%

+10%

-10%

-25%

h Km Kh h

Page 24: The Non-Local Scheme in CAM3 Michael A. Brunke. introduction surface layer outer layer free atmosphere h 0.1h 0 z PBL

Scheme sensitivity to a

-30.0%

-20.0%

-10.0%

0.0%

10.0%

20.0%

30.0%

1 2 3 4

% d

iffe

ren

ce Series1

Series2

Series3

Series4

+25%

+10%

-10%

-25%

h Km Kh h

Page 25: The Non-Local Scheme in CAM3 Michael A. Brunke. introduction surface layer outer layer free atmosphere h 0.1h 0 z PBL

look-up table?Not much value added by a LUT.

Simple formulation Module runs very quickly.

Pull h’s from a LUT? Model run to get LUT values could be run

at L31.

Page 26: The Non-Local Scheme in CAM3 Michael A. Brunke. introduction surface layer outer layer free atmosphere h 0.1h 0 z PBL

summary CAM3 uses standard non-local turbulence scheme in

PBL. 17 tunable constants and 8 arbitrary functions. Scheme not sensitive to Ricr and ; are sensitive to b

and a Convective temperature excess is needed. LUT probably not necessary except maybe to get h.