cmpitool documentation

Welcome to the documention of the cmpitool. Cmpitool is a simple python library that calculated climate model performance indices after Reichler and Kim (2008) <https://doi.org/10.1175/BAMS-89-3-303>`. It does so while using a large set of 30 CMPI6 model simulations and the latest observational dataset for up to 14 variables, 21 regions, and 4 seasons.

Contents:

• Step by step
  • Conda package:
  • PyPi package:
  • Editable mode (github):
  • Run your first analysis:
  • Understanding the Output:
  • Example Analysis Script:
• Tutorial
  • Prerequisites
  • Complete Workflow
  • Example: Analyzing Results for a Specific Region
  • Advanced Use Cases
• Releases
  • cmpitool v1.0
• Contribute
• How to
  • Cite this tool
  • Preprocess data for cmpitool
  • Evaluate against your own experiment(s)
• Frequently asked Questions
  • What are the default periods for observations and CMIP6 model evaluations delived with the package:
• API Reference
  • Core Functionality
  • Classes
  • Processing Functions
  • Visualization Functions
  • Configuration Functions
  • Advanced Usage Examples