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Yeon S. Chang, Xiaobiao Xu, Tamay M. Özgökmen, Eric P. Chassignet, Hartmut Peters, Paul F. Fischer 1 MPO/RSMAS University of Miami 1 Mathematics and Computer Science Division Gravity current mixing parameterization and calibration of HYCOM

Gravity current mixing parameterization and calibration of HYCOM

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Gravity current mixing parameterization and calibration of HYCOM. Yeon S. Chang, Xiaobiao Xu, Tamay M. Ö zgökmen, Eric P. Chassignet, Hartmut Peters, Paul F. Fischer 1 MPO/RSMAS University of Miami 1 Mathematics and Computer Science Division Argonne National Laboratory. - PowerPoint PPT Presentation

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Page 1: Gravity current mixing parameterization and calibration of HYCOM

Yeon S. Chang, Xiaobiao Xu, Tamay M. Özgökmen, Eric P. Chassignet, Hartmut Peters, Paul F. Fischer 1

MPO/RSMAS University of Miami

1 Mathematics and Computer Science DivisionArgonne National Laboratory

Gravity current mixing parameterization and calibration of

HYCOM

Page 2: Gravity current mixing parameterization and calibration of HYCOM

Objectives

1. To explore how common mixing parameterizations, particularly KPP and TP, perform in HYCOM using an idealized setting and high-resolution nonhydrostatic solution

2. To quantify the differences and limitations of the two schemes, understanding why and how these parameterizations can be modified to produce consistent results.

Page 3: Gravity current mixing parameterization and calibration of HYCOM

Outline

1. Numerical test of gravity currents over idealized sloped basin using a OGCM, HYCOM

2. Comparison with 3-D nonhydrostatic model (Nek5000) in terms of Entrainment, E(t)

3. Tuning the vertical mixing parameters of KPP and TP

4. Adjustment of parameterization over varying slopes

5. Also testing it as a function of the grid resolution

Page 4: Gravity current mixing parameterization and calibration of HYCOM

Nek5000 HYCOM

Configuration of experiments and initial conditions

Page 5: Gravity current mixing parameterization and calibration of HYCOM

Salinity surface : Nek5000

2-Daveraged over y-dir.

T=9350s

Özgökmen, T.M., P.F. Fischer, J. Duan and T. Iliescu, 2004: Three dimensional turbulent bottom density currents from a high-order non-hydrostatic spectral element model. J. Phys. Oceanogr., 34/9 2006-2026

Page 6: Gravity current mixing parameterization and calibration of HYCOM

Özgökmen, T.M., P.F. Fischer, J. Duan and T. Iliescu, 2004: Entraiment in bottom gravity currents over complex topography from three- dimensional nonhydrostatic simulation. Geophys. Res. Letters, 31 , L13212, doi:10.1029/2004GL020186

Page 7: Gravity current mixing parameterization and calibration of HYCOM

7.0

,11*

32

max

c

cshear

Ri

Ri

RiminKK

8.0 if

51

1.008.0

Ri

Ri

RiC

U

wA

E

TP (Hallberg, 2000): developed for overflows based on Ellison and Turner(1959)

KPP (Large et al., 1994, 99): shear-induced, multi-purpose

Page 8: Gravity current mixing parameterization and calibration of HYCOM

HYCOM, before tuning

mx 1000 mx 20

KPP scmK /50 2

max : LES studies of upper tropical ocean (e.g., Large, 1998)

Page 9: Gravity current mixing parameterization and calibration of HYCOM

TP

0.1AC

HYCOM, before tuning

mx 1000 mx 20

: Lab. Exp. by Ellison and Turner(1959), Turner(1986)

Page 10: Gravity current mixing parameterization and calibration of HYCOM

)(

)()()(

0

tl

thth

dX

dhtE

scmK /50,KPP

tuningBefore2

max

Page 11: Gravity current mixing parameterization and calibration of HYCOM

0.1,TP

tuningBefore

AC

Page 12: Gravity current mixing parameterization and calibration of HYCOM

scmK /2500,KPP

ngAfter tuni2

max

Page 13: Gravity current mixing parameterization and calibration of HYCOM

15.0,TP

ngAfter tuni

AC

Page 14: Gravity current mixing parameterization and calibration of HYCOM

After tuning

mx 20

KPP scmK /2500 2

max

mx 20

TP 15.0AC

Page 15: Gravity current mixing parameterization and calibration of HYCOM

After tuning

mx 1000

KPP scmK /2500 2

max

mx 1000

TP 15.0AC

Page 16: Gravity current mixing parameterization and calibration of HYCOM

Why is the significant modification necessary to adjust the entrainments ?

- Turbulence parameterization is also dependent on flow forcing as well as dependent on the Ri. - This holds for TP but not for KPP.

KPP:1. Kmax should vary with the strength of the forcing, and one specific value of Kmax cannot be generally applied.2. Eg.: Mediterranean outflow with KPP sink deeper due to weak mixing

Maximum turbulence forcing

Peters et al. (1988)

TP:1. Papadakis et al.(2003) : applied TP every 144th steps 2. Turner (1986): small tank (0.1x2 m), large slopes ( >10°) 3. Replacement of bulk Ri inoriginal Turner scheme by

shear Ri in Hallberg(2000)

Page 17: Gravity current mixing parameterization and calibration of HYCOM

Test of adjustment to forcing by employing different low-slopes

Page 18: Gravity current mixing parameterization and calibration of HYCOM

scmK /50,KPP

tuningBefore2

max

Page 19: Gravity current mixing parameterization and calibration of HYCOM

KPP ng,After tuni

Page 20: Gravity current mixing parameterization and calibration of HYCOM
Page 21: Gravity current mixing parameterization and calibration of HYCOM

Conclusion 1. With appropriate tuning of parameters, both KPP and TP can

be well matched with the nonhydrostatic 3-D solution, and

the results are fairly independent of the horizontal grid

resolution.

2. But there’s substantial difference between KPP and TP

KPP: the amplitude of mixing term is quite dependent on its

peak diffusivity, Kmax, but this given constant cannot

respond to the variation of ambient forcing,

TP: by relating WE to ΔU, TP avoids hard limit for peak

diffusivity, and the implied diffusivity is dependent both

on Ri and on the forcing via ΔU.

3. Further experiments with stratified flows are necessary.

Reference : Chang, Y.S., X. Xu, T.M. Özgökmen, E.P. Chassignet, H. Peters and P.F. Fisher, 2005: Comparison of gravity current mixing

parameterization and calibration using a high-resolution 3D nonhydrostatic spectral element model. Ocen Modeling, in Press.

Page 22: Gravity current mixing parameterization and calibration of HYCOM

y F b

b

L tyX

x

hz

zFy

dxdydztzyxStzyxuhxXL

tSF0

),'(

000

),,,(),,,(1

)(

11)(

KPP

Salt Flux:

Page 23: Gravity current mixing parameterization and calibration of HYCOM

TP

Page 24: Gravity current mixing parameterization and calibration of HYCOM