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PECS 2008, Liverpool Hannes Rennau and Hans Burchard Baltic Sea Research Institute Warnemünde (IOW) Quantitative analysis of numerically induced mixing in a coastal model application [email protected]

PECS 2008, Liverpool Hannes Rennau and Hans Burchard Baltic Sea Research Institute Warnemünde (IOW) Quantitative analysis of numerically induced mixing

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Page 1: PECS 2008, Liverpool Hannes Rennau and Hans Burchard Baltic Sea Research Institute Warnemünde (IOW) Quantitative analysis of numerically induced mixing

PECS 2008, Liverpool

Hannes Rennau and Hans Burchard

Baltic Sea Research Institute Warnemünde (IOW)

Quantitative analysis of numerically induced

mixing in a coastal model application

[email protected]

Page 2: PECS 2008, Liverpool Hannes Rennau and Hans Burchard Baltic Sea Research Institute Warnemünde (IOW) Quantitative analysis of numerically induced mixing

PECS 2008, Liverpool

Representing overflows in numerical models

discretisation errors of numerical

advection schemes

Shear instability, entrainment

detrainment

Geostrophic eddies

x

z

y

Downslope descent

Bottom friction

some physical processes in overflows

Hydraulic control

vs.

terrain-followingcoordinates

Tracer

t1: vel.>0t2: vel.<0

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Tracer

Page 3: PECS 2008, Liverpool Hannes Rennau and Hans Burchard Baltic Sea Research Institute Warnemünde (IOW) Quantitative analysis of numerically induced mixing

PECS 2008, Liverpool

Bulk measure for physical mixing

physical mixing = turbulent mean tracer variance decay rate

H. Burchard, F. Janssen, K. Bolding, L. Umlauf, and H. Rennau, “Model simulations of

dense bottom currents in the Western Baltic Sea,” Cont. Shelf Res.,

2007. Accepted.Burchard et al. 2008] ]

-> mixing is dissipation of tracer variance

Mixphy =DSDz

2K

2

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Page 4: PECS 2008, Liverpool Hannes Rennau and Hans Burchard Baltic Sea Research Institute Warnemünde (IOW) Quantitative analysis of numerically induced mixing

PECS 2008, Liverpool

GETM (getm.eu) hindcast:

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Page 5: PECS 2008, Liverpool Hannes Rennau and Hans Burchard Baltic Sea Research Institute Warnemünde (IOW) Quantitative analysis of numerically induced mixing

PECS 2008, Liverpool

GETM (getm.eu) hindcast

Aug. 2003 – Dec. 2006

Page 6: PECS 2008, Liverpool Hannes Rennau and Hans Burchard Baltic Sea Research Institute Warnemünde (IOW) Quantitative analysis of numerically induced mixing

PECS 2008, Liverpool

Vertically integrated and time-averaged

amount of physical mixing

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Page 7: PECS 2008, Liverpool Hannes Rennau and Hans Burchard Baltic Sea Research Institute Warnemünde (IOW) Quantitative analysis of numerically induced mixing

PECS 2008, Liverpool

Bulk measure for numerical diffusion

]

define for any advection scheme the numerical variance decay as:

Burchard, H., and H. Rennau, Comparative quantification of physically and

numerically induced mixing in ocean models, Ocean Modelling, 2008, accepted for publication.

advection step

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Page 8: PECS 2008, Liverpool Hannes Rennau and Hans Burchard Baltic Sea Research Institute Warnemünde (IOW) Quantitative analysis of numerically induced mixing

PECS 2008, Liverpool

Quantification of numerical diffusion in spatial x-, y- and z-direction

model domain

physical mixing

[email protected]

Page 9: PECS 2008, Liverpool Hannes Rennau and Hans Burchard Baltic Sea Research Institute Warnemünde (IOW) Quantitative analysis of numerically induced mixing

PECS 2008, Liverpool

Quantification of numerical diffusion in spatial x-, y- and w-direction

along channel cross channel neutral to vert. interfaces

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time-avg. time-avg. time-avg.

snapshot snapshot snapshot

Page 10: PECS 2008, Liverpool Hannes Rennau and Hans Burchard Baltic Sea Research Institute Warnemünde (IOW) Quantitative analysis of numerically induced mixing

PECS 2008, Liverpool

physical diffusion numerical diffusion

[email protected]

Page 11: PECS 2008, Liverpool Hannes Rennau and Hans Burchard Baltic Sea Research Institute Warnemünde (IOW) Quantitative analysis of numerically induced mixing

PECS 2008, Liverpool

[email protected]

Vertically integrated and time-averaged amount of

physical and numerical diffusion 1.Feb2004 – 12.Feb 2004

Page 12: PECS 2008, Liverpool Hannes Rennau and Hans Burchard Baltic Sea Research Institute Warnemünde (IOW) Quantitative analysis of numerically induced mixing

PECS 2008, Liverpool

time-averaged and vertically integrated physically and numerically induced salinity variance decay

Physical mixing Numerical mixing

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Page 13: PECS 2008, Liverpool Hannes Rennau and Hans Burchard Baltic Sea Research Institute Warnemünde (IOW) Quantitative analysis of numerically induced mixing

PECS 2008, Liverpool

Conclusions

• numerically induced mixing and physical mixing have same orders of magnitude but different horizontal and vertical distribution

• less numerical mixing –> more physical mixing and vice versa (seen for FCT compared to Superbee/P2 PDM).

• Improve physical mixing formulations, use adaptive vertival coordinates, horizontal/vertical resolution

generic method – no approximation !

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