Species Distribution Modeling based on aerial images and environmental features with Convolutional Neural Networks. - César Leblanc; Alexis Joly; Titouan Lorieul; Maximilien Servajean; Pierre Bonnet (CLEF (Working Notes), 2022)

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)

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)

GeoPlant: Spatial Plant Species Prediction Dataset. - Lukás Picek; Christophe Botella; Maximilien Servajean; César Leblanc; Rémi Palard; Théo Larcher; Benjamin Deneu; Diego Marcos; Pierre Bonnet; Alexis Joly (NeurIPS, 2024)

Fully automatic extraction of morphological traits from the Web: utopia or reality? - Diego Marcos; Robert van de Vlasakker; Ioannis N. Athanasiadis; Pierre Bonnet; Hervé Goëau; Alexis Joly; W. Daniel Kissling; César Leblanc; André S. J. van Proosdij; Konstantinos P. Panousis (CoRR, 2024)

Overview of LifeCLEF 2025: Challenges on Species Presence Prediction and Identification, and Individual Animal Identification. - Lukás Picek; Stefan Kahl; Hervé Goëau; Lukás Adam; Théo Larcher; César Leblanc; Maximilien Servajean; Klára Janousková; Jirí Matas; Vojtech Cermák; Kostas Papafitsoros; Robert Planqué; et al. (CLEF, 2025)

Mapping biodiversity at very-high resolution in Europe. - César Leblanc; Lukás Picek; Rémi Palard; Benjamin Deneu; Maximilien Servajean; Pierre Bonnet; Alexis Joly (CVPR Workshops, 2025)

LifeCLEF 2025 Teaser: Challenges on Species Presence Prediction and Identification, and Individual Animal Identification. - Alexis Joly; Lukás Picek; Stefan Kahl; Hervé Goëau; Lukás Adam; Christophe Botella; Maximilien Servajean; Diego Marcos; César Leblanc; Théo Larcher; Jirí Matas; Klára Janousková; et al. (ECIR (5), 2025)