Monte Carlo simulations to propagate the uncertainty of machine-learning classification into ecological models
Célian Monchy, Olivier Giménez, Céline Le Bohec, Gaël Bardon, Marie‐Pierre Étienne
This paper introduces a method to incorporate classification uncertainty from machine learning into ecological models using Monte Carlo simulations, showing it leads to more reliable ecological estimates.
bioRxiv · Jan 14, 2026 · PreprintEcology