Plotting

plot_residuals(obs::Array, sim::Array; xlabel="", ylabel="", title="")

Plot residual between two sequences.

Arguments

• x : x-axis data
• y : y-axis data
• xlabel : x-axis label
• ylabel : y-axis label
• title : title text

Symmetrical log values.

https://kar.kent.ac.uk/32810/2/2012Bi-symmetric-log-transformationv5.pdf https://discourse.julialang.org/t/symmetrical-log-plot/45709/3

temporal_cross_section(
    dates, obs, sim;
    title="", ylabel="Median Error", label=nothing, period::Function=monthday, kwargs...
)

Provides indication of temporal variation and uncertainty across time, grouped by period.

Notes: Assumes daily data. Filters out leap days.

Arguments

• dates : Date of each observation
• obs : Observed data
• sim : Simulated data
• title : Optional plot title. Blank if not provided.
• ylabel : Optional replacement ylabel. Uses name of period if not provided.
• label : Optional legend label. Uses ylabel if not provided.
• period : Method from Dates package to group (defaults to month)

temporal_cross_section(dates, obs; ylabel=nothing, period::Function=monthday)

Provides indication of temporal variation and uncertainty across time, grouped by period.

Notes: Assumes daily data. Filters out leap days.

Arguments

• dates : Date of each observation
• obs : observed data
• ylabel : Optional replacement ylabel. Uses name of func if not provided.
• period::Function : Method from Dates package to group (defaults to monthday)