Learning Sentinel-2 Spectral Dynamics for Long-Run Predictions using Residual Neural Networks. - Joaquim Estopinan; Guillaume Tochon; Lucas Drumetz (EUSIPCO, 2021)

DeepOrchidSeries: A Sentinel-2 Dataset to inform convolutional SDMs with twelve-month Sentinel-2 image time-series, Orchid family. - Joaquim Estopinan; Maximilien Servajean; Pierre Bonnet; François Munoz; Alexis Joly (Zenodo, 2021)

Overview of GeoLifeCLEF 2023: Species Composition Prediction with High Spatial Resolution at Continental Scale Using Remote Sensing. - Christophe Botella; Benjamin Deneu; Diego Marcos Gonzalez; Maximilien Servajean; Théo Larcher; César Leblanc; Joaquim Estopinan; Pierre Bonnet; Alexis Joly (CLEF (Working Notes), 2023)

Overview of LifeCLEF 2023: Evaluation of AI Models for the Identification and Prediction of Birds, Plants, Snakes and Fungi. - Alexis Joly; Christophe Botella; Lukás Picek; Stefan Kahl; Hervé Goëau; Benjamin Deneu; Diego Marcos; Joaquim Estopinan; César Leblanc; Théo Larcher; Rail Chamidullin; Milan Sulc; et al. (CLEF, 2023)

A predictive approach to determining the joint conservation status of species. (Une approche prédictive de la détermination du statut de conservation conjoint des espèces). - Joaquim Estopinan (2023)

Overview of LifeCLEF 2024: Challenges on Species Distribution Prediction and Identification. - Alexis Joly; Lukás Picek; Stefan Kahl; Hervé Goëau; Vincent Espitalier; Christophe Botella; Diego Marcos; Joaquim Estopinan; César Leblanc; Théo Larcher; Milan Sulc; Marek Hrúz; et al. (CLEF (2), 2024)

Overview of GeoLifeCLEF 2024: Species Composition Prediction with High Spatial Resolution at Continental Scale using Remote Sensing. - Lukás Picek; Christophe Botella; Maximilien Servajean; César Leblanc; Rémi Palard; Théo Larcher; Benjamin Deneu; Diego Marcos; Joaquim Estopinan; Pierre Bonnet; Alexis Joly (CLEF (Working Notes), 2024)

LifeCLEF 2024 Teaser: Challenges on Species Distribution Prediction and Identification. - Alexis Joly; Lukás Picek; Stefan Kahl; Hervé Goëau; Vincent Espitalier; Christophe Botella; Benjamin Deneu; Diego Marcos; Joaquim Estopinan; César Leblanc; Théo Larcher; Milan Sulc; et al. (ECIR (6), 2024)

AI-based Mapping of the Conservation Status of Orchid Assemblages at Global Scale. - Joaquim Estopinan; Maximilien Servajean; Pierre Bonnet; Alexis Joly; François Munoz (CoRR, 2024)

Modelling Species Distributions with Deep Learning to Predict Plant Extinction Risk and Assess Climate Change Impacts. - Joaquim Estopinan; Pierre Bonnet; Maximilien Servajean; François Munoz; Alexis Joly (CoRR, 2024)

Mapping global orchid assemblages with deep learning provides novel conservation insights. - Joaquim Estopinan; Maximilien Servajean; Pierre Bonnet; Alexis Joly; François Munoz (Ecol. Informatics, 2024)