Prerequisites

What you should know
Data Access

Getting Started

Why Python?
What is Pangeo?
Setting up Pangeo & other Python Packages on the COLA Servers
Setting up Jupyter on COLA Servers
Troubleshooting

Reading Data

Read a netcdf file and make a contour plot of the data
Read a grib file and make a contour plot of the data
Read a file from an remote OPeNDAP server and make a contour plot of the data
Read Fortran Binary Data Files

Climate Data Analysis Xarray

Analysis using Xarray

Plotting using Matplotlib

Making Plots Using Matplotlib

Maps using Cartopy

Making Maps using Cartopy
Making multi-panel plots using Cartopy
Plotting weekly forecasts for all models

Hindcasts with climpred

About climpred
Calculate ENSO Skill as a Function of Initial Month vs. Lead Time
Calculate the skill of a MJO Index as a function of lead time

Weather Data with Metpy

About MetPy
MetPy Constants and Units
MetPy calc
MetPy Plots
Example 2: Analysis of ERA5 profiles

External Tutorial

Why this External Tutorial?

Get Involved

AOES Python Club
Join the Conversation on Gitter
Identify Issues
Contribute to the Github Repository

Pangeo-at-AOES

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Index

Index

© Copyright 2020, Kathy Pegion

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