Scenarios
elements is designed to be used to model scenarios of
environmental change considering multiple interacting drivers. The
object elements::ExampleScenarios provides a basic set of
example scenarios for the RF1 plot in
elements::ExamplePlots: (A) Climate Change: a.i - ssp126,
a.ii - ssp245, a.iii - ssp370, a.iv - ssp585. (B) Grazing: b.i - Grazing
intensification, b.i - Grazing reduction (C) Nutrient: c.i - Nutrient
Enrichment, c.ii - Nutrient Reduction (D) Interactions: d.i - Climate
Change + Nutrient Reduction + Grazing Reduction, d.ii - Climate Change +
Nutrient Addition + Grazing Reduction, d.iii - Climate Change + Nutrient
Reduction + Grazing Intensification, d.iv - Climate Change + Nutrient
Addition + Grazing Intensification Below the predicted probabilities for
the taxa in plot RF1 in elements::ExamplePlots for all
scenarios are displayed.
Environmental Filtering
In addition to modelling the response of individual taxa over time
let’s inspect how the constant taxa in EUNIS habitats respond to
scenarios in elements::ExampleScenarios, by presenting the
mean of the probabilities of each EUNIS habitats constant taxa, for the
top EUNIS habiats.
The mean probability for the constant taxa in the top EUNIS habitat in the baseline (Q24 - Intermediate fen and soft-water spring mire) decreases in all example scenarios.
elements::shutdown()