Plotting

make_diagnostics_plots(
    output_path::AbstractString,
    plot_path::AbstractString;
    output_prefix = "",
)

Create plots for diagnostics. The plots are saved to plot_path. This function will plot all variables that have been saved in output_path. The reduction keyword argument should be consistent with the reduction used to save the diagnostics.

make_ocean_diagnostics_plots(output_path::AbstractString, plot_path::AbstractString; output_prefix = "")

Create plots for diagnostics. The plots are saved to ocean_summary_2D.pdf in plot_path. This function will plot the following variables, if they have been saved in output_path: - Temperature (T) - Salinity (S) - Zonal velocity (u) - Meridional velocity (v)

For each variable, take the surface level (top level) of the variable and create a 2D plot. The plots will be saved in a single PDF file.

debug(cs::Interfacer.CoupledSimulation, dir = "debug", cs_fields_ref = nothing)

Plot the fields of a coupled simulation and save plots to a directory.

debug(cs_fields::CC.Fields.Field, dir, cs_fields_ref = nothing)

Plot useful coupler fields (in field_names) and save plots to a directory.

If cs_fields_ref is provided (e.g., using a copy of cs.fields from the initialization), plot the anomalies of the fields with respect to cs_fields_ref.

debug(sim::Interfacer.ComponentModelSimulation, dir)

Plot the fields of a component model simulation and save plots to a directory.

Plotting.debug_plot_fields(sim::Interfacer.SurfaceModelSimulation)

Return the default fields to include in debug plots for a surface model. This should be extended for any atmosphere model, and any surface model that has additional fields to plot.

Plotting.debug_plot!(ax, fig, field::CC.Fields.Field, i, j)

Helper function to plot a heatmap of a ClimaCore field in the given figure at position (i, j). If the field is constant, skip plotting it to avoid heatmap errors.

Plotting.debug_plot!(ax, fig, field, i, j)

Make a line plot of the provided array.

Plotting.debug_plot!(ax, fig, field, i, j)

Plot a heatmap of the provided Oceananigans field or operation. This is intended to be used as part of the debug plotting system.

plot_global_conservation(
    cc::AbstractConservationCheck,
    coupler_sim::Interfacer.CoupledSimulation,
    softfail = false;
    figname1 = "total.png",
    figname2 = "total_log.png",
)

Creates two plots of the globally integrated quantity (energy, $\rho e$):

1. global quantity of each model component as a function of time,

relative to the initial value;

1. fractional change in the sum of all components over time on a log scale.

compute_leaderboard(leaderboard_base_path, diagnostics_folder_path, spinup)

Plot the biases and a leaderboard of various variables defined over longitude, latitude, and time.

The argument leaderboard_base_path is the path to save the leaderboards and bias plots, diagnostics_folder_path is the path to the simulation data, and spinup is the number of months to remove from the beginning of the simulation.

Loading and preprocessing simulation data is done by get_sim_var_dict. Loading and preprocessing observational data is done by get_obs_var_dict. The ranges of the bias plots are determined by get_compare_vars_biases_plot_extrema. The groups of variables plotted on the bias plots are determined by get_compare_vars_biases_groups(). Loading the RMSEs from other models is done by get_rmse_var_dict. See the functions defined in data_sources.jl.

compute_pfull_leaderboard(leaderboard_base_path, diagnostics_folder_path, spinup)

Plot the biases and a leaderboard of various variables defined over longitude, latitude, time, and pressure levels.

The argument leaderboard_base_path is the path to save the leaderboards and bias plots, diagnostics_folder_path is the path to the simulation data, and spinup is the number of months to remove from the beginning of the simulation.

Loading and preprocessing simulation data is done by get_sim_var_in_pfull_dict. Loading and preprocessing observational data is done by get_obs_var_in_pfull_dict. The ranges of the bias plots is defined by get_compare_vars_biases_plot_extrema_pfull. See the functions defined in data_sources.jl for more information.