population_transitions: Nested functions for stage-based population transitions.

In poems: Pattern-Oriented Ensemble Modeling System

Nested functions for stage-based population transitions.

Description

Modular functions for the population simulator for performing staged-based (Leslie/Lefkovitch matrix) transitions via 3D survival and fecundity arrays.

Usage

population_transitions(
  populations,
  demographic_stochasticity,
  fecundity_matrix,
  fecundity_max,
  survival_matrix
)

Arguments

populations	Number of populations.
demographic_stochasticity	Boolean for choosing demographic stochasticity for transitions.
fecundity_matrix	Matrix of transition fecundity rates (Leslie/Lefkovitch matrix with non-zero fecundities only).
fecundity_max	Maximum transition fecundity rate (in Leslie/Lefkovitch matrix).
survival_matrix	Matrix of transition survival rates (Leslie/Lefkovitch matrix with non-zero survivals only).

Value

Transition calculation function: function(fecundity_array, survival_array, stage_abundance, occupied_indices), where:

fecundity_array

3D array of fecundity rates (stages rows by stages columns by populations deep).

survival_array

3D array of survival rates (stages rows by stages columns by populations deep).

stage_abundance

Matrix of stage abundances for each population at time step (stages rows by populations columns).

occupied_indices

Array of indices for those populations occupied.

returns

Transitioned stage abundances.

Examples

# Deterministic transition (no stochasticity)
fecundity_matrix <- array(c(0, 0, 0, 3, 0, 0, 4, 0, 0), c(3, 3))
survival_matrix <- array(c(0, 0.5, 0, 0, 0, 0.7, 0, 0, 0.8), c(3, 3))
variation_array <- array(rep(seq(0.85, 1.15, 0.05), each = 9), c(3, 3, 7))
fecundity_array <- array(fecundity_matrix, c(3, 3, 7)) * variation_array
survival_array <- array(survival_matrix, c(3, 3, 7)) * variation_array
stage_abundance <- matrix(c(
  7, 13, 0, 26, 0, 39, 47,
  2, 0, 6, 8, 0, 12, 13,
 0, 3, 4, 6, 0, 9, 10
), nrow = 3, ncol = 7, byrow = TRUE)
occupied_indices <- (1:7)[-5]
transition_function <- population_transitions(
  populations = 7, demographic_stochasticity = FALSE,
  fecundity_matrix = fecundity_matrix, fecundity_max = NULL,
  survival_matrix = survival_matrix
)
transition_function(fecundity_array, survival_array, stage_abundance, 
                    occupied_indices)

poems documentation built on April 4, 2025, 5:07 a.m.