Posts tagged pop

How to Use xarray.map_blocks for Vertical Interpolation of a 3D Field

Within this example, we cover how to use xarray.map_blocks to calculate the mixed-layer depth within the CESM POP model output.

This calculation is “embarassingly parallel” such that each calculation is done within a single a column. The calculation should be easily computed within each column across the model domain. This is where map_blocks can be used to improve the performance of this metric.

MLD example plot

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