CAMMAC

Climate Change Analysis using Multi-Model outputs and CliMAF

Contents:

• Introduction
• Short cut
• CAMMAC principles for managing multi-model data
  • One model / one vote
  • Rationale
  • Building a data versions dictionnary
  • Use of data versions dictionnary by processing notebooks
  • Reference data versions dictionnary
• Software organization, requirements and installation
  • Software organization and directory structure
  • Sofware requirements
  • Installation
• Notebooks for data registering, control and pre-processing
  • Creating a data versions dictionnary
  • Creating a ‘hand-made’ data versions dictionnary
  • Checking ESGF errata
  • Checking data ranges
  • Checking that data available on ESGF is locally available
  • Pre-processing data for generating derived variables
• Notebooks for figures/tables generation
  • Notebooks for global change maps
  • Notebooks for plots/tables of rate of change vs warming level
  • Meridional profiles of zonal means
• Common notebooks behaviour and parameters
  • Parameters setting principles
  • How to include own python code in all notebooks
  • Parameters related to inputs
  • Main parameters related to computation
  • Parameters related to outputs
  • Other parameters
• Batch execution of notebooks
  • Provided scripts for batch jobs
  • Recommended script design
  • Yaml syntax for setting parameters in scripts
• Designing own scripts for batch
• Interactive mode
• Variable derivation
• Advanced use : CAMMAClib
• Extended use
  • Extending CAMMAC use beyond CMIP6
  • Using CAMMAC outside the ESPRI platform