/intro-climate-data-analysis

Introduction to loading and plotting data from Earth System Climate models (e.g. CMIP)

Primary LanguageJupyter Notebook

intro-climate-data-analysis

This tutorial is a very basic introduction to getting started with hands-on data analysis of climate models from Earth System Climate models (usch as the Sixth Coupled Model Intercomparison Project CMIP6).

Intended users: Students with no prior experience in climate data analysis, and intoductory programming background.

Learning objectives:

  • Read CMIP climate model data (netcdf) files
  • Understand the structure of data (spatial and temporal)
  • Plotting absolute temperature for one model (with respect to a given baseline)
  • Calculate and plot temperature change (anomaly)
  • Additional tasks: Plot a multi-model map for a given period
  • Further ideas for exploratory data analysis