Recreate figures with time-mean regime masks

[taimoorsohail]

We need to recreate the:

1) Depth-averaged ASC vs. CSHT correlation plots (Fig 1) 2) ASC vs CSHT in different time scales (Fig 2) 3) Do the ASC vs CSHT correlation with daily data to improve correlations and look at sub-seasonal time-scales 4) Mean vs Eddy decomposition correlations (Supp. Fig)

Using the time-mean regime definitions.

[taimoorsohail]

@willaguiar I am struggling to analyse any daily data - I keep getting the error ValueError: memoryview is too large. Can you share any notebook where you analyse the daily data, split into regime masks? Thanks!

[willaguiar]

Here is an example of a notebook where used daily daata. The analysis is using vertically integrated ASC speed and CSHT, so maybe that is why is so fast

https://github.com/willaguiar/ASC_and_heat_transport/blob/taimoor/Jupyter/CSHT_by_regime.ipynb

[taimoorsohail]

I haven't managed to make the daily data work yet , but here are the time-mean regime locations (for Figure 1)