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Pangeo Tutorial at CLIVAR CMIP6 Bootcamp 2022
Welcome 👋
Before the workshop
Setup: how to run the tutorial
Pangeo 101
Handling multi-dimensional arrays with xarray
Interactive plotting with holoviews
Data access and discovery
Chunking
Parallel computing with dask
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
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
Reading MODIS data with xarray
Read MODIS Terra/Aqua netcdf as xarray
Save files from bucket to bucket
Save files to EOSC (CESNET)
Save files to EOSC (CESNET)
Save files to EOSC (CESNET)
Save files to EOSC (CESNET)
Search and Load CMIP6 Data via ESGF / OPeNDAP
Some tips with xarray and pandas
Regridding model data with xESMF
Beyond the workshop
Join the community!
Project Pythia
Environmental Data Science Book
repository
open issue
.ipynb
.pdf
Contents
Contents
