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SSS06, Sestroretsk, June 12 - 17, 2006 Test cases for NH effects Rein R ˜ o ˜ om Tartu University, Estonia [email protected] 1

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Page 1: SSS06, Sestroretsk, June 12 - 17, 2006netfam.fmi.fi/SSS06/presentations/Room_nhef.pdf1 Presentation Subject NH effects in dynamics Test sites Testing principles Orographic test cases

SSS06, Sestroretsk, June 12 - 17, 2006

Test cases for NH effects

Rein RoomTartu University, Estonia

[email protected]

1

Page 2: SSS06, Sestroretsk, June 12 - 17, 2006netfam.fmi.fi/SSS06/presentations/Room_nhef.pdf1 Presentation Subject NH effects in dynamics Test sites Testing principles Orographic test cases

1 Presentation Subject

NH effects in dynamics

Test sites

Testing principles

Orographic test cases

Convection test examples

1

Page 3: SSS06, Sestroretsk, June 12 - 17, 2006netfam.fmi.fi/SSS06/presentations/Room_nhef.pdf1 Presentation Subject NH effects in dynamics Test sites Testing principles Orographic test cases

2 NH effects in dynamics

NH effects are distinguished by the ampli-tude of vertical accelerationWhen horizontal resolution becomes large enough:

∆x, ∆y < 10 km

then vertical acceleration should not be omit-ted:

1 +1

∂p

∂z= 0 ⇒ 1 +

1

∂p

∂z= −

dw/dt

g= −ε.

2

Page 4: SSS06, Sestroretsk, June 12 - 17, 2006netfam.fmi.fi/SSS06/presentations/Room_nhef.pdf1 Presentation Subject NH effects in dynamics Test sites Testing principles Orographic test cases

How large can become the smallquantity

ε =dw/dt

g?

How large it must be for NHquality emerging?Can ε be treated as the char-acteristic of NH nature of dy-namics at all?

3

Page 5: SSS06, Sestroretsk, June 12 - 17, 2006netfam.fmi.fi/SSS06/presentations/Room_nhef.pdf1 Presentation Subject NH effects in dynamics Test sites Testing principles Orographic test cases

In the atmosphere of Earth, twophenomena are recognized as gen-erators of NH behaviour:

Convection (thermally forced)

Orographic flow

4

Page 6: SSS06, Sestroretsk, June 12 - 17, 2006netfam.fmi.fi/SSS06/presentations/Room_nhef.pdf1 Presentation Subject NH effects in dynamics Test sites Testing principles Orographic test cases

Local convection at very short scales ∆x,∆y

∼ 100 m (< 1 km)

1

g

dw

dt∼ 0.001−0.1

dw

dt∼ w

∂w

∂z∼

(∆w)2

∆z

∆w ∼ 1 − 10 m/s ,

∆z ∼ 100m

∆ Z

∆ Z

5

Page 7: SSS06, Sestroretsk, June 12 - 17, 2006netfam.fmi.fi/SSS06/presentations/Room_nhef.pdf1 Presentation Subject NH effects in dynamics Test sites Testing principles Orographic test cases

Orographic flow at short scales

∆x,∆y ∼ 3 km (< 10 km)

1

g

dw

dt∼ (<) 0.01

dw

dt∼ U

∆w

∆x, ∆w ∼

U∆z

∆x

⇒dw

dt∼

U2∆z

∆x2

U ∼ 10 m/s ,

∆x = ∆z = 1 km

XZ

U

∆∆

6

Page 8: SSS06, Sestroretsk, June 12 - 17, 2006netfam.fmi.fi/SSS06/presentations/Room_nhef.pdf1 Presentation Subject NH effects in dynamics Test sites Testing principles Orographic test cases

Thus,

(1) In convective events, NH effects become

actual at horizontal resolutions ∆x ∼ 100 m

(at resolutions which do resolve vertical con-

vection )

(2) In orographic flow case, departure from

HS state (in vertical momentum equation) is

very small yet it does causes NH quality of

flow from resolutions ∆x < 5 - 10 km

7

Page 9: SSS06, Sestroretsk, June 12 - 17, 2006netfam.fmi.fi/SSS06/presentations/Room_nhef.pdf1 Presentation Subject NH effects in dynamics Test sites Testing principles Orographic test cases

The NH effect manifests itself in differentbehaviour of buoyancy waves in comparisonwith HS case.

Vertical acceleration finiteness causes signif-icant changes in group speed direction andmagnitude of waves.

The wave amplitude changes,the wave pattern becomes rather different,the wave drag modifies essentially.

All this happens at ε ∼ 10−3already.

8

Page 10: SSS06, Sestroretsk, June 12 - 17, 2006netfam.fmi.fi/SSS06/presentations/Room_nhef.pdf1 Presentation Subject NH effects in dynamics Test sites Testing principles Orographic test cases

NH effect in orographic flow

HS NH0

200

400

600

800

1000-30 -20 -10 0 10 20 30

Pre

ssure

(hP

a)

X (km)

0

200

400

600

800

1000-30 -20 -10 0 10 20 30

Pre

ssure

(hP

a)

X (km)

Vertical velocity isolines (∆w = 10 cm/s) for stationary flow over an

isolated 1D hill (ridge) with ax = 2.5 km and h = 250 m.

T = const., U = 15 m/s (ε = 10−3)

9

Page 11: SSS06, Sestroretsk, June 12 - 17, 2006netfam.fmi.fi/SSS06/presentations/Room_nhef.pdf1 Presentation Subject NH effects in dynamics Test sites Testing principles Orographic test cases

3 SRNWP Test Site

http://www.mmm.ucar.edu/projects/srnwp tests/

This test site was proposed at the SRNWP (Short Range Nu-

merical Weather Prediction) workshop in Bad Orb, Germany,

27-29 October 2003, and it was then developed by:

W. Skamarock (NCAR), B. Doyle (ONR) , P. Clark and N.

Wood (MetOffice).

10

Page 12: SSS06, Sestroretsk, June 12 - 17, 2006netfam.fmi.fi/SSS06/presentations/Room_nhef.pdf1 Presentation Subject NH effects in dynamics Test sites Testing principles Orographic test cases

4 Main principles

Main principles as formulated at SRNWP site:

(1) Tests should be easy to configure

(2) Tests should be easy to evaluate

(3) Tests should require only minimal physics(dissipation, very simple moist physics)

(4) Tests should test something in the solver

(5) Test set should be a minimal set

11

Page 13: SSS06, Sestroretsk, June 12 - 17, 2006netfam.fmi.fi/SSS06/presentations/Room_nhef.pdf1 Presentation Subject NH effects in dynamics Test sites Testing principles Orographic test cases

The SRNWP test-site includes:

(1) Inertia gravity waves in a periodic channel

(2) Density Current

(3) Resting atmosphere

(4) Potential flow over a mountain

(5) 2-D mountain waves (hydrostatic and nonhydrostatic, lin-ear and nonlinear)

(6) 3-D mountain waves

(7) Schar test case

(8) Squall lines and/or supercells?

================Legend: Red: Existing NH testsBlue: Other existing tests Black: Wanted tests

12

Page 14: SSS06, Sestroretsk, June 12 - 17, 2006netfam.fmi.fi/SSS06/presentations/Room_nhef.pdf1 Presentation Subject NH effects in dynamics Test sites Testing principles Orographic test cases

5 Terrain Forced Flow Test-caseThe differences in buoyancy wave properties is themost outstanding feature which makes NH dynam-ics different from HS primitive equation model dy-namics, For NH testing, orographic flows are mostsalient at 1 - 10 km resolutions

13

Page 15: SSS06, Sestroretsk, June 12 - 17, 2006netfam.fmi.fi/SSS06/presentations/Room_nhef.pdf1 Presentation Subject NH effects in dynamics Test sites Testing principles Orographic test cases

The buoyancy wave properties of the model are not easy to observe andmeasure in real conditions.

Examples of observed NH wave fields

14

Page 16: SSS06, Sestroretsk, June 12 - 17, 2006netfam.fmi.fi/SSS06/presentations/Room_nhef.pdf1 Presentation Subject NH effects in dynamics Test sites Testing principles Orographic test cases

Vorticity street behind Guadeloupe is-land

15

Page 17: SSS06, Sestroretsk, June 12 - 17, 2006netfam.fmi.fi/SSS06/presentations/Room_nhef.pdf1 Presentation Subject NH effects in dynamics Test sites Testing principles Orographic test cases

The main idea of (NH) model testing based onterrain forced flow modelling

For given orography, wind and temperature distri-bution,

in linear flow regime, the numerical model is rununtil (quasi) stationary state is achieved.

16

Page 18: SSS06, Sestroretsk, June 12 - 17, 2006netfam.fmi.fi/SSS06/presentations/Room_nhef.pdf1 Presentation Subject NH effects in dynamics Test sites Testing principles Orographic test cases

Results are compared to exact linear stationary so-lution with the same orography, wind and temper-ature.

Coincidence is looked for macro-parameters of thewave pattern like the amplitude, phase, wave-length.

No line-to-line coincidence is looked for. (WHY?)

The linear stationary reference model must be aNH scheme of guaranteed (high) quality (exact so-lution)

17

Page 19: SSS06, Sestroretsk, June 12 - 17, 2006netfam.fmi.fi/SSS06/presentations/Room_nhef.pdf1 Presentation Subject NH effects in dynamics Test sites Testing principles Orographic test cases

Fortes/Strong points:

Overall debugging facilityIn addition to the main purpose (NHquality testing):– Check and testing of specific details of numeri-cal scheme (spectral smoothing, decentering, time-(Asselin-)averaging, boundary relaxation scheme )

– Testing of spatial discretization and time step sizeeffects onto model accuracy)

18

Page 20: SSS06, Sestroretsk, June 12 - 17, 2006netfam.fmi.fi/SSS06/presentations/Room_nhef.pdf1 Presentation Subject NH effects in dynamics Test sites Testing principles Orographic test cases

Weaknesses:

– Transient flow regimes are not acces-sible

– Nonlinear effects are not accessible(Not as serious deficiency, however, as it may be expected ten-

tatively ...)

19

Page 21: SSS06, Sestroretsk, June 12 - 17, 2006netfam.fmi.fi/SSS06/presentations/Room_nhef.pdf1 Presentation Subject NH effects in dynamics Test sites Testing principles Orographic test cases

6 Test Experiment Componets

1. Orography

2. Reference atmosphere - wind V(z) and temper-ature T (z)

3. Exact linear reference solution

4. Non-linear numerical research model (testing sub-ject)

20

Page 22: SSS06, Sestroretsk, June 12 - 17, 2006netfam.fmi.fi/SSS06/presentations/Room_nhef.pdf1 Presentation Subject NH effects in dynamics Test sites Testing principles Orographic test cases

Orography 1. Witch of Agnesi

-0.05

0

0.05

0.1

0.15

0.2

-2 -1.5 -1 -0.5 0 0.5 1 1.5 2

h, k

m

x, km

1D Witch of Agnesi

a= 0.5 km, h= 100 m

a = 1a = 1.5

h(x, y) =h0

[1 + (x/ax)2 + (y/ay)2]α, α =

{

1.5 (1D),1.0 (2D)

21

Page 23: SSS06, Sestroretsk, June 12 - 17, 2006netfam.fmi.fi/SSS06/presentations/Room_nhef.pdf1 Presentation Subject NH effects in dynamics Test sites Testing principles Orographic test cases

1D Witch of Agnesi

ax= 0.5 km, h= 100 m

-3-2

-1 0

1 2

3x, km

-2 -1.5 -1 -0.5 0 0.5 1 1.5 2

y, km

0

0.1

0.2

h, km

2D Witch of Agnesi

ax= 0.5 km, ay=0.5 km h= 200 m

-2 -1.5 -1 -0.5 0 0.5 1 1.5 2x, km

-2 -1.5 -1 -0.5 0 0.5 1 1.5 2

y, km

-0.05 0

0.05 0.1

0.15 0.2

h, km

22

Page 24: SSS06, Sestroretsk, June 12 - 17, 2006netfam.fmi.fi/SSS06/presentations/Room_nhef.pdf1 Presentation Subject NH effects in dynamics Test sites Testing principles Orographic test cases

Schar orography

h(x) = h0 exp[−(x/ax)2]cos2(πx/λ)

-0.05 0

0.05 0.1

0.15 0.2

0.25 0.3

-10 -5 0 5 10

h, k

m

x, km

1D Schaer profile

a= 5 km, h= 250 mλ = 4 km

1D Schaer profile

-10 -5 0 5 10x, km -10 -5 0 5 10y, km

0 0.1 0.2 0.3h, km

23

Page 25: SSS06, Sestroretsk, June 12 - 17, 2006netfam.fmi.fi/SSS06/presentations/Room_nhef.pdf1 Presentation Subject NH effects in dynamics Test sites Testing principles Orographic test cases

Linear ”exact”test solutionsInitially (including the SRNWP test-site), the analytical so-lution of NH buoyancy-wave equation with constant T and Uwas applied.

For recent tests of NH HIRLAM, a special numerical solutionalgorithm of the linear semi-implicit semi-Lagrangian (option-ally Eulerian) stationary equations with arbitrary numericalresolution has been developed (Zirk and Room).

24

Page 26: SSS06, Sestroretsk, June 12 - 17, 2006netfam.fmi.fi/SSS06/presentations/Room_nhef.pdf1 Presentation Subject NH effects in dynamics Test sites Testing principles Orographic test cases

0

200

400

600

800

1000 100 200 300

Pre

ssur

e (h

Pa)

T (K)

T1

T2 T3

T4

(a) T

0.005 0.015 0.025

N, 1/s

T1

T2 T3 T4

(b) N

0 10 20 30 40

U, m/s

U1 U2 U3

(c) U

Reference profiles of height(pressure)-dependent tem-perature T (p) , Brunt-Vaisala frequency N(p) andwind U(p), used in model experiments.

T4 and U3 are proposed by Bouttier and were first used in

NH ALADIN - HIRLAM comparisons

25

Page 27: SSS06, Sestroretsk, June 12 - 17, 2006netfam.fmi.fi/SSS06/presentations/Room_nhef.pdf1 Presentation Subject NH effects in dynamics Test sites Testing principles Orographic test cases

Example of an exact linear solution:vertical velocity waves in stratified atmosphere withwind shear

260220

T

4020

U

Reference temperature and windZ, km 25

0

5

10

15

20

γ=8.0

γ=4.5

T, K U, m/s

K/km

K/km

0

5

10

15

20

25

30

0 100 200 300 400 500 600 700

Z, km

X , km

w: D=0.05m/s; h=100 m,ax= 3 km,dx=.55km, M=400,dz=100m

26

Page 28: SSS06, Sestroretsk, June 12 - 17, 2006netfam.fmi.fi/SSS06/presentations/Room_nhef.pdf1 Presentation Subject NH effects in dynamics Test sites Testing principles Orographic test cases

7 Examples of orographic test-ing

NH SISL ALADIN - NH SI Eulerian HIRLAM comparison

1

2

3

4

5

6

7

8

9

10

11

12

13

14

15

16

17

18

heig

ht (

km)

vertical wind (m/s) Aladin-NH dx=500m T=6h - expI

-4.75

-4.25

-3.75

-3.25

-2.75

-2.25

-1.75

-1.25

-0.75

-0.25

0.25

0.75

1.25

1.75

2.25

2.75

3.25

3.75

4.25

4.75

5.25

5.75

6.25

6.75

6.932

20 40 60 80 100 120

x-position (km)

1

2

3

4

5

6

7

8

9

10

11

12

13

14

15

16

17

18

heig

ht (

km)

vertical wind (m/s) Hirlam-NH dx=550m dt=7s width=3km - expD

-4.75

-4.25

-3.75

-3.25

-2.75

-2.25

-1.75

-1.25

-0.75

-0.25

0.25

0.75

1.25

1.75

2.25

2.75

3.25

3.75

4.25

4.75

5.044

20 40 60 80 100 120

x-position (km)

27

Page 29: SSS06, Sestroretsk, June 12 - 17, 2006netfam.fmi.fi/SSS06/presentations/Room_nhef.pdf1 Presentation Subject NH effects in dynamics Test sites Testing principles Orographic test cases

Example of 2-D NH mountain wave modelling from SRNWP test-site

WRF - Weather Research and Forecasting Model (NCAR+NCEP)

ARW - Advanced Research WRF

28

Page 30: SSS06, Sestroretsk, June 12 - 17, 2006netfam.fmi.fi/SSS06/presentations/Room_nhef.pdf1 Presentation Subject NH effects in dynamics Test sites Testing principles Orographic test cases

Testing NH HIRLAM: SISL

260220

T

600

0

1000

800

400

200

4020

U

U, m/sT, Kp,hPa

Reference temperature and wind

K/km

K/km

γ=4.5

γ=8.0

0

200

400

600

800

10000 20 40 60 80 100 120 140

p, h

Pa

X, km

HIRLAM, Vz: D(Vz)=0.05m/s,ax=3km, h=100m, MLEV=100,dx=.55km,dt=30s,600 steps

The linear reference solution

260220

T

600

0

1000

800

400

200

4020

U

U, m/sT, Kp,hPa

Reference temperature and wind

K/km

K/km

γ=4.5

γ=8.0

0

200

400

600

800

10000 20 40 60 80 100 120 140

p, h

Pa

X, km

Vz: D(Vz)=0.05m/s; U,T-HIRLAM,h=100m,ax= 3km,dx=.55km,MLEV=200,dz=100m

29

Page 31: SSS06, Sestroretsk, June 12 - 17, 2006netfam.fmi.fi/SSS06/presentations/Room_nhef.pdf1 Presentation Subject NH effects in dynamics Test sites Testing principles Orographic test cases

Testing NH HIRLAM: ε = 0

260220

T

600

0

1000

800

400

200

4020

U

U, m/sT, Kp,hPa

Reference temperature and wind

K/km

K/km

γ=4.5

γ=8.0

0

200

400

600

800

10000 20 40 60 80 100 120 140

p, h

Pa

X, km

HIRLAM, Vz: D(Vz)=0.05m/s,ax=3km, h=100m, MLEV=100,dx=.55km,dt=30s,600 steps

Testing NH HIRLAM: ε = 0.05

260220

T

600

0

1000

800

400

200

4020

U

U, m/sT, Kp,hPa

Reference temperature and wind

K/km

K/km

γ=4.5

γ=8.0

0

200

400

600

800

10000 20 40 60 80 100 120 140

Pre

ssur

e (

hPa)

X (km)

30

Page 32: SSS06, Sestroretsk, June 12 - 17, 2006netfam.fmi.fi/SSS06/presentations/Room_nhef.pdf1 Presentation Subject NH effects in dynamics Test sites Testing principles Orographic test cases

NH SISL HIRLAM

15

10

5

0

-5

-10

-15

302520151050-5

Y (k

m)

X (km)

HS SISL HIRLAM

15

10

5

0

-5

-10

-15

302520151050-5

Y (k

m)

X (km)

LINEAR MODEL

-15

-10

-5

0

5

10

15

-5 0 5 10 15 20 25 30

Y (k

m)

X (km)

Vertical velocity waves at Z =

500 hPa. Mountain: h0 = 250 m,

ax = ay = 2.5 km. Increasing with

height N , constant U = 25 m/s . Con-

tour intervals: ∆w = 0.1 m/s. Grid

276× 100× 62, ∆x = ∆y = 550 m

31

Page 33: SSS06, Sestroretsk, June 12 - 17, 2006netfam.fmi.fi/SSS06/presentations/Room_nhef.pdf1 Presentation Subject NH effects in dynamics Test sites Testing principles Orographic test cases

Example from SRNWP test-site with Schar profile

32

Page 34: SSS06, Sestroretsk, June 12 - 17, 2006netfam.fmi.fi/SSS06/presentations/Room_nhef.pdf1 Presentation Subject NH effects in dynamics Test sites Testing principles Orographic test cases

NH SISL HIRLAM0

200

400

600

800

1000100806040200

Pres

sure

(hPa

)

X (km)

LINEAR MODEL0

200

400

600

800

10000 20 40 60 80 100

Pres

sure

(hPa

)

X (km)

33

Page 35: SSS06, Sestroretsk, June 12 - 17, 2006netfam.fmi.fi/SSS06/presentations/Room_nhef.pdf1 Presentation Subject NH effects in dynamics Test sites Testing principles Orographic test cases

Conclusions to orographic test-ing1. The orographic (terrain forced) flow in linearregime is the best test case of NH effect at reso-lutions 1 - 10 km

2. Semi-elastic SISL HIRLAM resolves NH dynam-ics properly.

3. In general, numerical NH models have still enoughdevelopment space in fine detail capturing

34

Page 36: SSS06, Sestroretsk, June 12 - 17, 2006netfam.fmi.fi/SSS06/presentations/Room_nhef.pdf1 Presentation Subject NH effects in dynamics Test sites Testing principles Orographic test cases

8 Convection tests

Modeling of cold bubble sinking was carried out byJan Masek, Slovak Hydrometeorological Institute,using 2D NH and HS models (both derived fromNH ALADIN)Though this experiment is not a full-scale test case(due to lack of ’exact’ reference solution), it presentsa good example of differenct NH/HS convection han-dling and can be used for model intercomparisons.

35

Page 37: SSS06, Sestroretsk, June 12 - 17, 2006netfam.fmi.fi/SSS06/presentations/Room_nhef.pdf1 Presentation Subject NH effects in dynamics Test sites Testing principles Orographic test cases

Initial state

36

Page 38: SSS06, Sestroretsk, June 12 - 17, 2006netfam.fmi.fi/SSS06/presentations/Room_nhef.pdf1 Presentation Subject NH effects in dynamics Test sites Testing principles Orographic test cases

1. Shallow convection, ∆x = 1 km

37

Page 39: SSS06, Sestroretsk, June 12 - 17, 2006netfam.fmi.fi/SSS06/presentations/Room_nhef.pdf1 Presentation Subject NH effects in dynamics Test sites Testing principles Orographic test cases

1. Deep convection, ∆x = 1 km

38

Page 40: SSS06, Sestroretsk, June 12 - 17, 2006netfam.fmi.fi/SSS06/presentations/Room_nhef.pdf1 Presentation Subject NH effects in dynamics Test sites Testing principles Orographic test cases

1. Shallow convection, ∆x = 0.1 km

39

Page 41: SSS06, Sestroretsk, June 12 - 17, 2006netfam.fmi.fi/SSS06/presentations/Room_nhef.pdf1 Presentation Subject NH effects in dynamics Test sites Testing principles Orographic test cases

Conclusions to convection tests1. At shorter scales, ∆x < 1 km, convection mod-elling becomes more appropriate for NH effect study.

2.The NH effect in dynamics is really strong at hor-izontal resolutions ∼ 100 m.

3. High-presision reference solutions are still wantedin convection modeling experiments.

4. In general, numerical NH models have still enoughdevelopment space in fine detail presentation.

40

Page 42: SSS06, Sestroretsk, June 12 - 17, 2006netfam.fmi.fi/SSS06/presentations/Room_nhef.pdf1 Presentation Subject NH effects in dynamics Test sites Testing principles Orographic test cases

THE END

41