ClimaDiagnostics.jl

ClimaDiagnostics.jl is a module that adds diagnostics to your CliMA simulations. Diagnostics are variables that are computed from your state when specific conditions are met (typically at set intervals of time) throughout the run and typically saved to disk.

ClimaDiagnostics.jl provides the infrastructure to schedule, compute, reduce, and output such variables.

If you are a user of a package that is already using ClimaDiagnostics.jl, you can jump to the User guide page.

If you are a developer interested in adding support for ClimaDiagnostics.jl in your package or learning about the internal design of this package, please read the Developer guide page.

Features

• Define diagnostics as function of the integrator state and the cache;
• Accumulate diagnostics over period of times with associative binary temporal reductions (eg, averages);
• Work with calendar dates (eg, monthly averages);
• Allow users to define arbitrary new diagnostics;
• Trigger diagnostics on arbitrary conditions;
• Save output to HDF5 or NetCDF files, or a dictionary in memory;