Dear Bala
That helps a bit.  But even if we do not know the starting point accurately, 
can we deduce the size of the change we have to make by doing some 
geoengineering?
I thought from Julia Slingo that the problem was 1.7 watts per square metre out 
of a mean solar input of 340 so we only had to do 0.5%.
Stephen

From: Govindasamy Bala <[email protected]>
Sent: 22 September 2022 16:26
To: Stephen Salter <[email protected]>
Cc: [email protected]; [email protected]
Subject: Re: [geo] Climate model bias

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I am not at all surprised by the regional bias of this magnitude in the 
previous generation of models. The paper says this bias is reduced in CMIP6 
models to about 10 Wm-2. These biases are related to how global models 
"represent" cloud properties such as cloud liquid water, liquid cloud fraction, 
and total cloud fraction which have biases of about 10-20%. I would never 
expect global models with a resolution of about 100 km to reproduce accurately 
these subgrid-scale variables.  GCMs were not designed to "simulate" clouds 
which are "represented" through parameterizations using various "assumptions". 
GCMs are designed to only simulate large-scale (~ 1000 km) features well. 
Models are only our attempt to explain the real world and no model exists today 
in any branch of science that can explain everything in that branch of science.

There is nothing here to admire or find fault with modellers.  It is just that 
the problem is too complex with too many degrees of freedom. In fact, I am 
happy we have made unbelievable progress in the last 3-4 decades. It is a work 
in progress (like modelling in any branch of science) and I do not expect an 
end game anytime soon.
Cheers,
Bala

On Thu, Sep 22, 2022 at 8:11 PM Stephen Salter 
<[email protected]<mailto:[email protected]>> wrote:
Hi All
A paper at https://link.springer.com/content/pdf/10.1007/s00376-022-2036-z.pdf
says that there are significant biases in simulated cloud physical properties 
over the Southern Ocean.
Section 5 mentions a mean bias of “more than 30 Watts per square metre” lots 
more than I thought was the problem.
However it is not clear, at least to an engineer, whether it means plus or 
minus 30 watts per square metre.
This does not increase my admiration for climate modellers. Please help.
Stephen
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School of Engineering
University of Edinburgh
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Center for Atmospheric and Oceanic Sciences
Indian Institute of Science
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