8 papers
GeoPl@ntNet: A Platform for Exploring Essential Biodiversity Variables
Lukas Picek, César Leblanc, Alexis Joly +3
This paper describes GeoPl@ntNet, an interactive web application designed to make Essential Biodiversity Variables accessible and understandable to everyone through dynamic maps an…
How to Optimize Multispecies Set Predictions in Presence-Absence Modeling ?
Sébastien Gigot--Léandri, Gaétan Morand, Alexis Joly +4
Species distribution models (SDMs) commonly produce probabilistic occurrence predictions that must be converted into binary presence-absence maps for ecological inference and conse…
Applying the maximum entropy principle to neural networks enhances multi-species distribution models
Maxime Ryckewaert, Diego Marcos, Christophe Botella +3
The rapid expansion of citizen science initiatives has led to a significant growth of biodiversity databases, and particularly presence-only (PO) observations. PO data are invaluab…
Overview of PlantCLEF 2025: Multi-Species Plant Identification in Vegetation Quadrat Images
Giulio Martellucci, Herve Goeau, Pierre Bonnet +2
Quadrat images are essential for ecological studies, as they enable standardized sampling, the assessment of plant biodiversity, long-term monitoring, and large-scale field campaig…
Overview of PlantCLEF 2024: multi-species plant identification in vegetation plot images
Herve Goeau, Vincent Espitalier, Pierre Bonnet +1
Plot images are essential for ecological studies, enabling standardized sampling, biodiversity assessment, long-term monitoring and remote, large-scale surveys. Plot images are typ…
Mapping biodiversity at very-high resolution in Europe
César Leblanc, Lukas Picek, Benjamin Deneu +4
This paper describes a cascading multimodal pipeline for high-resolution biodiversity mapping across Europe, integrating species distribution modeling, biodiversity indicators, and…