Reproducible observable-only HRRI demonstration — rri_simulation

Generates both forcing scenarios with the package simulator, calibrates illustrative targets using a separate baseline simulation, and compares full, 4-soil/3-plant/2-microbe, and single-domain panels with unchanged feature targets and tolerances. No hidden capacity, alpha, k, memory or latent_truth column enters the observed-feature index. This is a software demonstration, not a validation of latent-state recovery or ecological prediction.

Usage

rri_simulation_demo(seed = 20260830L)

Arguments

seed: Non-negative integer seed.

Value

Simulation objects, explicit reference specifications and all plotted tables. The capacity-horizon table is an internal equation check using known synthetic parameters; it is deliberately separate from observable scoring.

Examples

# \donttest{
  demo <- rri_simulation_demo(seed = 20260830L)
  head(demo$scores)
#>                  scenario panel      unit_id time       RRI domain_coverage
#> flood_drain.1 flood_drain  full P1.D1.Plant1    1 0.8976458               1
#> flood_drain.2 flood_drain  full P2.D1.Plant1    1 0.8385890               1
#> flood_drain.3 flood_drain  full P1.D2.Plant1    1 0.8688453               1
#> flood_drain.4 flood_drain  full P2.D2.Plant1    1 0.8344818               1
#> flood_drain.5 flood_drain  full P1.D1.Plant2    1 0.7993227               1
#> flood_drain.6 flood_drain  full P2.D1.Plant2    1 0.8950797               1
#>               n_domains
#> flood_drain.1         3
#> flood_drain.2         3
#> flood_drain.3         3
#> flood_drain.4         3
#> flood_drain.5         3
#> flood_drain.6         3
# }