Pangeo Tutorial for the eScience Course 2022

Before the workshop

Setup: how to run the tutorial
How to connect your pangeo-eosc object storage using EGI check-in to your ‘bucket’ at pangeo-eosc-jupyter

Pangeo 101

Resources and Examples

How to
Multidimensional Coordinates example using CMIP6 Pangeo ocean model data
Manipulation of CMIP6 model data using Pangeo catalog
MODIS Sea-ice
Using ADAM-API to access MODIS Aqua CHL
Using ADAM-API to access UERRA regional reanalysis
Using xarray to read EBAS data
Rolling mean with CMIP6
Using masks and computing weighted average
Using public data on NIRD using s3 and saving results in private s3 object storage
Using cartopy and projections for plotting
Reading AERONET data with pandas
Notebook example on how to read-only with xarray files on the metno s3 store
Reading MODIS data with xarray
Read MODIS Terra/Aqua netcdf as xarray
Save larger files from bucket to bucket using forces minIO
Save netCDF files to EOSC (CESNET) bucket
Save zarr files to EOSC (CESNET)
Save zarr files to EOSC (CESNET) (without find)
Save zarr files to EOSC (CESNET) using s3fs
Search and Load CMIP6 Data via ESGF / OPeNDAP
Some tips with xarray and pandas
From xarray to pandas
Regridding model data with xESMF

Beyond the workshop

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Index

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