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Sensitivity of COSMO-CLM Regional Climate Model to the domain selection

Added by bijan fallah about 5 years ago

Dear CCLM Community,

I conducted an experiment using slightly different domains from the default one over Europe region.
The experiment indicates that by shifting just the domain, model will produce different results in monthly values.
A mini-report on this issue can be found here: http://users.met.fu-berlin.de/~BijanFallah/CCLM.pdf
I am looking forward to receiving your Ideas or suggestions about this issue.
The model set up for the default domain (without shifting and nboundlines=3) can be found here: http://users.met.fu-berlin.de/~BijanFallah/YUSPECIF .

With very best wishes,
Bijan Fallah


Replies (8)

RE: Sensitivity of COSMO-CLM Regional Climate Model to the domain selection - Added by Andreas Will about 5 years ago

Hallo Bijan,
I hope, I understand it correctly. You show RMSE of monthly mean values. If this is the case, the result is as expected and shows simply the internal variability due to sensible dependence on initial condition.

Regards, Andreas

RE: Sensitivity of COSMO-CLM Regional Climate Model to the domain selection - Added by bijan fallah about 5 years ago

Hello Andreas,

thank you for your response. If that is due to internal variability, then my concern is already solved. My motivation for this experiment was also to create different climate simulations (with different initial conditions). Given that the error pattern (shifted minus Default domain) seems to have large values near the boundaries, I was afraid if I am doing something wrong.

With very best wishes,
Bijan

RE: Sensitivity of COSMO-CLM Regional Climate Model to the domain selection - Added by Hans-Juergen Panitz about 5 years ago

Hi Bijan,

I have two questions:

1. Could you explain in some more detail how you determined the forcing data for the simulations in the different domains? The question came up because your “INT2LM domain” is larger than the various CCLM domains.

2. You used a lateral relaxation zone (sponge zone) of about 590 km (see rlwidth Namelistparameter in your YUSPEFIC) and the explicit formulation of the boundary conditions, what means, that rlwidth plays a role.
Did you ignore this sponge zone in your analyses? If not, then this might be the reason for large differences near the boundaries.

Hans-Juergen

RE: Sensitivity of COSMO-CLM Regional Climate Model to the domain selection - Added by bijan fallah about 5 years ago

Hi Hans-Juergen,

thanks a lot for the response. I have used ERAInterim data and yes the INT2LM domain is 12 grid points larger (6 grid points from each side). I have replotted Figure 1 with all the grids over it:

http://users.met.fu-berlin.de/~BijanFallah/Figure_test.pdf

And for analysis I use the overlapping area of the domains so automatically it will be 4 grid points smaller than the not-shifted domain (inner solid black box in the figures). And then in the next step I even make the CCLM domain smaller in Figure 3. Given this I imagine that the sponge zone is already ignored?

Best Regards,
Bijan

RE: Sensitivity of COSMO-CLM Regional Climate Model to the domain selection - Added by Hans-Juergen Panitz about 5 years ago

Now I not sure whether I really understood what you did.
I assumed that you performed an individual simulation for each of your domains, the reference domain, and those with the shifts.
That was the reason why I asked my first question.

But now I interpret your answer in such a way that you performed only one simulation for the domain that corresponds to the “INT2LM-domain”,
and for your post-processing, that means your T_2M analyses, you have chosen the different “sub-domains”.
If this is the case, then I am sure that you did not ignore the sponge zone.

This zone has a size of about 590 km, in terms of grid-points that are about 12 points, plus the 3 “nboundlines” points.
Thus, in units of grid-points your sponge zone has a size of 15 grid-points at each side of your “INT2LM-domain”.
But with your various shifts, large parts of your sub-domains are within the sponge zone of the “INT2LM-domain”.

Hans-Juergen

RE: Sensitivity of COSMO-CLM Regional Climate Model to the domain selection - Added by Andreas Will about 5 years ago

Hallo Bijan and Hans-Juergen,
I agree with Hans-Juergen, that the strong values near the boundaries are in particular strong due to domain shifting and thus shifting of the boundary condition. However, the strong differences are outside the sponge zone overlap. So, what you see here is the boundary condition effect in your simulation, which is quite strong (in comparison with optimised configuration cases.

Greetings, Andreas

RE: Sensitivity of COSMO-CLM Regional Climate Model to the domain selection - Added by bijan fallah about 5 years ago

Hallo Andreas and Hans-Juergen,

That is a good point! The sponge zone is now 12 times the grid mesh size.
So I will choose a bigger domain and cut the sponge zone of the shifted + default domain for analysis.

Thanks a lot for comments.

With very best wishes,
Bijan

RE: Sensitivity of COSMO-CLM Regional Climate Model to the domain selection - Added by bijan fallah about 5 years ago

Dear Colleagues,

I have repeated the experiment with a larger domain (155x150 grid points) and calculated the RMSE for T2M (http://users.met.fu-berlin.de/~BijanFallah/Figure07_RMSE.pdf).

As can be seen the previous error pattern near the boundaries for analysis are removed. I guess given that the domain is very large now, the model has more “freedom” and the error patterns in the centre of the domain are simply the internal variability that is larger than the previous settings.

Yours Sincerely,
Bijan

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