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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
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© Copyright 2020, Kathy Pegion

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