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Systems at DKRZ
The file systems of Levante (docs.dkrz.de)
How to do data processing on Levante (docs.dkrz.de)
DKRZs JupyterHub
The official Levante introduction (docs.dkrz.de)
Processing tools
Working with Intake and Intake-ESM
Listing the entries in an intake catalog
Finding files on the command line with query_yaml
Searching catalog metadata with search_yaml
Loading data from the catalog
Working with Intake-ESM and the Tape archive
Map Plotting with Intake and datashader
Caching results of computations for later use
Accessing the metadata of variables
Calculating zonal means
Using intake together with CDO
Getting file names from intake with a command-line python script
Some helper functions
Robust Script for getting variable metadata
Plotting 2m air temperature for all DYAMOND WINTER simulations
The Climate Data Operators
Using intake together with CDO
Dealing with multidecadal 10km coupled simulations
Hints for visualization with Paraview
Dask for performant data workflows
Dask Collections: Arrays
Dask chunks and best practices
Fantastic grids and how to use them
Hierarchical HEALPix output
Getting started with hierarchical HEALPix data
Plotting with cartopy
Plot the difference between two fields on (possibly) different grids
Time space diagrams
Regridding HEALPix data to 1x1 degree
HEALPix with pyicon
Averages of ocean data
Using land-sea mask
Comparing EUREC4A’s dropsondes to ICON
Resampling to lon-lat grid
Playing with Triangles of the ICON grid
Triangular Meshes and Basic Plotting
Grid Index Ordering
Subsampling and Averaging
Gridlocator
Selecting and Reindexing of Area of Interest
Calculating Derivatives on a Triangular Grid
Part 1: Deriving Derivatives on Triangular Grid
Part 2: Verification of Derivative Function
Calculating zonal means
Hints for processing data
Dask for...
Dask for performant data workflows
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Dask Collections: Arrays
Dask chunks and best practices
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