plot_temporal: Generate temporal probability density plots

In DUToolkit: Visualizing and Quantifying Decision Uncertainty

Generate temporal probability density plots

Description

The probability density of the peak (or lowest if the threshold is a minimum) projected outcome across simulation runs is plotted in the center of the graph for a given policy alternative. Above and below, the probability density of the outcome at specified time points relative to the time of the peak (or lowest) project outcome is plotted to visually illustrate how uncertainty, and therefore risk, changes over time. The decision threshold is shown directly on the plot as a vertical line to provide a clear reference point for interpreting the outputs.

Usage

plot_temporal(relative_values, D)

Arguments

relative_values	A list generated by get_relative_values().
D	A single threshold value.

Value

A list of ggplots, one for each policy alternative.

Examples

tmin <- "2021-01-01"
tmax <- "2021-04-10"
D <- 750
t_s <- 30
t_ss <- 10

peak_values_list <- get_max_min_values(
  psa_data,
  tmin = tmin,
  tmax = tmax,
  Dt_max = TRUE
)

peak_temporal_list <- get_relative_values(
  psa_data,
  peak_values_list,
  t_s = t_s,
  t_ss = t_ss
)

peak_temporal_plots <- plot_temporal(
  peak_temporal_list,
  D
)

DUToolkit documentation built on Sept. 14, 2025, 5:09 p.m.