@rabernat and I have recently put together a (citeable!) notebook demonstrating the capabilities of
cmip6_preprocessing and xgcm together, and I am extremely excited about these two tools working together.
Here I would however like to mention an aspect of this workflow that does currently require many hoops to jump through: Most CMIP6 models do not provide a full grid description (metrics in xgcm terminology) as part of the output. For many models the cell area of the ocean tracercells
areacello and the vertical thickness
thkcello are given, but other metrics like horizontal distances and areas for other staggered grid points are usually not available. We have ways to approximate them, but run into problems in particular around the Arctic (for examples see the end of the notebook).
I think this is a problem that the pangeo community is uniquely qualified to tackle.
Lets collect the ocean grid files for many (perhaps all) CMIP6 models and put them into the cloud!
I would like to start this off by a role call:
Who here has access or knows someone who has access to ocean grid files of any of the CMIP6 models? If you could reply with the particular model in this thread, I can put together a mailing list and see if we can get the permissions from each of the modelling centers to use that data and then see how we can upload it to the cloud (perhaps using pangeo-forge? @jhamman).