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CMMAP LowCloudsTheme Update

From Bjorn Stevens
Date September 21, 2007

Dear All,

in preparation for the CMMAP advisory committee meeting on Monday I called a number of you to see what you have been doing, how it fits with our strategy
and how to move things forward. If we are going to continue meeting like
this, it is imperative that we begin gelling as a group by the next time we
meet at UCLA in January, and so this round of calls has been beneficial in
assessing where we are at and how we work more effectively together. Here
are some thoughts that developed as a result of these exchanges.

On Low Cloud Feedbacks:
  1. UCLA (Medeiros/Stevens) -- continues to work with the AquaPlanets, including CAM-SP to look in detail at the differing cloud response and the extent to which models produce differing responses for similar forcings. This involves compositing on regions where differences are pronounced, comparing with data, and developing forcing data sets to be used with LES/CRM and SCM approaches.

  2. Washington (Blossey/Bretherton/Wyant) -- their main focus has been looking at CAM-SP for realistic geometries and trying to understand why it behaves as it does, also using a compositing fine scale modeling strategy. They have been looking at the ability of LES-SAM simulations to reproduce the behavior of the full model given CAM-SP forcing, and then doing resolution sensitivity tests they are trying to infer the impact of coarse resolution.

  3. Durango (Cara Lyn) -- her emphasis has been on developing the SCM testbed for evaluating standard parameterizations. The foremost question for this work at the moment is the extent to which the SCM run with forcing from AquaCAM can reproduce the response of that model given model grid-point forcing on different timescales, and or possibly composite forcing.

  4. Virginia (Cheng/Xu) -- their emphasis has been on developing an understanding resolution sensitivies of LES/CRM for the full suite of GCSS cases. They have mostly been working with SAM, but also with the UCLA LES, and the UU-CRM. They are also exploring new closures that can be used to improve the representation of SAM-CRM at coarse resolution.

Note the Common Themes: resolution impacts and subgrid choices are being
addressed by both Virginia and Washington. Similar compositing strategies
are being followed by both UCLA and Washington, where UCLA is teaming up
with Durango to do in idealized contexts what is being explored by
Washington in more realistic geometries. A lot of what is being done, or
which people are committing to have done in the coming months fits well
together and nicely within our strategy, but there is a lack of coordination.

Suggestions: Cara Lyn and Brian try to set aside a week (in the next two or
three) to work in a coordinated fashion to bring the question of the utility
of the SCM framework for interpreting CAM to the next level. This will be
followed by a visit of Cara Lyn to CSU (where Brian is sitting at the
moment) in late October early November to try and arise at concrete results
on these questions, so that this direction of our effort can begin looking
more concretely at the question of parameterization choices in physically
relevant contexts. To the extent we find that extending these forcings, and
looking at them with Washington would be beneficial. Toward this end having
Brian visit Matt in early December, or vice versa seems like it would be
useful. Again to work together for a week. Finally, Washington and
Virginia should try to find ways to coordinate their efforts (UCLA, by way
of me has a minor interest in this as well) in looking at resolution effects
of CAM-SP and their impacts on the representation of low clouds.

A number of us continue to work on tool development. Here I would mention
efforts at UCLA to develop the ability of the UCLA-LES to efficiently use
thousands of processors, rather than tens. The development, evaluation and
testing of microphsyical models for LES by the UW, UCLA and NCAR groups (how
and should we work more closely together on these issues?) the development
and evaluation of SGS models more appropriate for coarse resolution by UW
and Virginia groups, as well as ongoing parameterization development for
conventional GCMs. Finally Robert Pincus and I have been working to develop
strategies for representing solar radiative transfer in ways appropriate for
LES/CRM scales. This is being done in the context of the UCLA-LES and the
FuLiou radiative transfer scheme (with McICA), but (if it works) can (and
will) be extended to SAM and other radiative transfer models. Lastly Robert
Pincus and Johh Helley have begun an initiative that will try to develop a
infrastructure to support testing SAM variants on the GCSS cases. This work
probably should be coordinated with the Virginia group who has been doing
this with SAM for some time.

Some things are not being actively pursued: (1) Talking to Matt I had the
impression that UW was still inclined to pursue the big-brother approach
with SAM that they suggested at the Kauai meeting, but this is a bit stalled.
Is this something that is going to happen? (2) The physics-grid approach I
was advocating is stalled in the context of CMMAP, but recently got a breath
of fresh-air by DOE, and is only waiting on securing the personnel. I will
keep people updated.

Okay, those are my impressions, and suggestions. Comments are of course very
welcome.

Bjorn

From Bruce Wielicki
Date September 24, 2007

Chris and Bjorn:

This sounds like a good overall direction. it is becoming more and more
clear that the boundary layer problems are likely to dominate climate change
issues for some time. I remain concerned that our "truth" fields for
boundary layer t,q,wind vertical structure remains either field experiment
(too few cases), or 4-D assimilation (poor accuracy). Sounds to me like we
should be advocating for some group to take on a Climate 4-D Assimilation.
The idea here would be for weather time scale assimilation to focus not on
the traditional 500hPa height and other baroclinic storm metrics but on
boundary layer structure metrics. This would like lead to some very
different focus in the 4-D assimilation methods, data inputs, physics focus,
model vertical resolution in the boundary layer, etc. As long as our 4-D
assimilation methods focus on severe convection and baroclinic storms, we
are crippled in testing cloud models in even a large ensemble weather
prediction mode. CMMAP clearly does not have the resources to attack such
a problem, but unless we clearly pose the shortcoming, the assimilation
folks (EC, GMAO, or NCEP) clearly will not address it any time soon.

Alan Betts was at the NEWS (NASA Energy and Water System) meeting last week
and we were discussing his difficulties in constraining the combined land
water/energy cycle because of related boundary layer issues that link cloud
energy/evapotransporation in the land boundary layer. This may be one of
that groups focii for diurnal to monthly to seasonal time scales (i.e. short
time scales). Alan has worked quite a bit on this issue with ECMWF and is
trying to get a better picture of combined land/boundary layer physics. He
is finding large differences (factor of 2) in the modeling links of surface
boundary layer moisture and energy fluxes.

The polar regions are also an obvious boundary layer challenge for ice,
cloud, and upper ocean.

I know that MMF in its early stages has more capability to help convection,
MJO, etc, but I'm glad to see a strong focus on attacking the boundary layer
cloud issues.

cheers
bruce

From Anning Cheng
Date September 24, 2007

HI, Dear All:

We have a few things to add about what we are doing
now and will do in the next few months

1. Activities in Virginia
We started to simulate other GCSS cases besides RICO
using 3D UCLA-LES, 2D SAM and 1D IPHOC. We probably
have all the major GCSS cases done before January.
This part of work will focus on the resolution,
domain size, dimensionality and other physical
processes. It is surprising that the results depend
highly on domain-size when grid-size is larger than 1
km for RICO, but not for DYCOM. We suspected that the
interaction between unresolved and resolved scales may
be an important issue.

We also started to implement IPHOC into the 3D VV-CRM
as a future tool to study the boundary layer and deep
convective clouds in MMF context. The improvement to
turbulence closure will primarily be conducted in the
context of this new MMF although we have used the SAM
for the preliminary tests, funded by the ARM project.

2. Relations to the group activities
We have close cooperation with UCLA group about the
sensitivity tests of the GCSS cases and will cooperate
with Robert Pincus and John Helley on developing the
infrastructure to support testing SAM on the GCSS
cases.

We are also glad to submit our results to document the
SCM cases in the CMMAP wiki.

Thanks for the good discussions.

Anning and Kuan-Man

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