Climatological variations of CMIP6 ensemble

oceanhackweek / ohw21-proj-cmip-ard

Repository to support the 2021 OceanHackweek project CMIP analysis ready data (ARD) workflow: turning big climate projection data into useful inputs for modelling or analysis

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Climatological variations of CMIP6 ensemble #23

Open noraini0210 opened 3 years ago

noraini0210 commented 3 years ago

Task: Calculate SST climatology over certain basin and compare between models.

paigem commented 3 years ago

A couple tasks to get started: (with @noraini0210)

[ ] go through Julius's notebook for different models and just for SST ('too'); go up until the first figure
[ ] add a couple more models to the figure
[ ] instead of plotting a single tilmestep, plot average SST over 1 year

Thomas-Moore-Creative commented 3 years ago

Hey @noraini0210 - you might already be aware of using xarray's groupby method? It's very useful in the calculation of climatologies. There are some examples if you'd like to be pointed towards them?

noraini0210 commented 3 years ago

@Thomas-Moore-Creative @paigem I am having trouble averaging over an area in my code to plot it as a time series for now. I am not sure whether to do masking or to do groupby. Should I add my current Jupyter notebook here?

Thomas-Moore-Creative commented 3 years ago

Hey @noraini0210 - can you name the notebook with your name and submit a PR? We can then try working with you?