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so-wise / weddell_gyre_clusters

Unsupervised classification of Weddell Gyre profiles
MIT License
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Use "xhistogram" to convert the point plots to histogram plots #61

Closed DaniJonesOcean closed 2 years ago

DaniJonesOcean commented 2 years ago

Here is the relevant documentation:

https://xhistogram.readthedocs.io/en/latest/tutorial.html#2D-Histogram

This can include (1) initial distribution plots, (2) the T/S diagrams, and more

DaniJonesOcean commented 2 years ago

This is pretty much done for the simple profile distribution histograms (i.e. how many profiles in each 2°x2° grid cell?). We could add area weighting to this and scale it, potentially.

DaniJonesOcean commented 2 years ago

Idea: use the averaging example code to calculate the average i-metric value in each grid cell

DaniJonesOcean commented 2 years ago

We could also calculate the average temperature, salinity, and density for each grid cell, separated by class. Now that could be fun.

DaniJonesOcean commented 2 years ago

Closed by

https://github.com/so-wise/weddell_gyre_clusters/pull/67