A Deep Learning Approach to Species Distribution Modelling. - Christophe Botella; Alexis Joly; Pierre Bonnet; Pascal Monestiez; François Munoz (Multimedia Tools and Applications for Environmental & Biodiversity Informatics, 2018)

Overview of GeoLifeCLEF 2018: Location-based Species Recommendation. - Christophe Botella; Pierre Bonnet; François Munoz; Pascal Monestiez; Alexis Joly (CLEF (Working Notes), 2018)

Location-based Species Recommendation using Co-occurrences and Environment- GeoLifeCLEF 2018 Challenge. - Benjamin Deneu; Maximilien Servajean; Christophe Botella; Alexis Joly (CLEF (Working Notes), 2018)

Overview of LifeCLEF 2018: A Large-Scale Evaluation of Species Identification and Recommendation Algorithms in the Era of AI. - Alexis Joly; Hervé Goëau; Christophe Botella; Hervé Glotin; Pierre Bonnet; Willem-Pier Vellinga; Robert Planqué; Henning Müller (CLEF, 2018)

Overview of GeoLifeCLEF 2019: Plant Species Prediction using Environment and Animal Occurrences. - Christophe Botella; Maximilien Servajean; Pierre Bonnet; Alexis Joly (CLEF (Working Notes), 2019)

Evaluation of Deep Species Distribution Models Using Environment and Co-occurrences. - Benjamin Deneu; Maximilien Servajean; Christophe Botella; Alexis Joly (CLEF, 2019)

Overview of LifeCLEF 2019: Identification of Amazonian Plants, South & North American Birds, and Niche Prediction. - Alexis Joly; Hervé Goëau; Christophe Botella; Stefan Kahl; Maximilien Servajean; Hervé Glotin; Pierre Bonnet; Robert Planqué; Fabian-Robert Stöter; Willem-Pier Vellinga; Henning Müller (CLEF, 2019)

Species Recommendation using Intensity Models and Sampling Bias Correction (GeoLifeCLEF 2019: Lof_of_Lof team). - Pascal Monestiez; Christophe Botella (CLEF (Working Notes), 2019)

LifeCLEF 2019: Biodiversity Identification and Prediction Challenges. - Alexis Joly; Hervé Goëau; Christophe Botella; Stefan Kahl; Marion Poupard; Maximilien Servajean; Hervé Glotin; Pierre Bonnet; Willem-Pier Vellinga; Robert Planqué; Jan Schlüter; Fabian-Robert Stöter; et al. (ECIR (2), 2019)

Overview of LifeCLEF Location-based Species Prediction Task 2020 (GeoLifeCLEF). - Benjamin Deneu; Titouan Lorieul; Elijah Cole; Maximilien Servajean; Christophe Botella; Pierre Bonnet; Alexis Joly (CLEF (Working Notes), 2020)

Overview of LifeCLEF 2020: A System-Oriented Evaluation of Automated Species Identification and Species Distribution Prediction. - Alexis Joly; Hervé Goëau; Stefan Kahl; Benjamin Deneu; Maximilien Servajean; Elijah Cole; Lukás Picek; Rafael Luis Ruiz De Castañeda; Isabelle Bolon; Andrew Durso; Titouan Lorieul; Christophe Botella; et al. (CLEF, 2020)

LifeCLEF 2020 Teaser: Biodiversity Identification and Prediction Challenges. - Alexis Joly; Hervé Goëau; Stefan Kahl; Christophe Botella; Rafael Luis Ruiz De Castaneda; Hervé Glotin; Elijah Cole; Julien Champ; Benjamin Deneu; Maximilien Servajean; Titouan Lorieul; Willem-Pier Vellinga; et al. (ECIR (2), 2020)

The GeoLifeCLEF 2020 Dataset. - Elijah Cole; Benjamin Deneu; Titouan Lorieul; Maximilien Servajean; Christophe Botella; Dan Morris 001; Nebojsa Jojic; Pierre Bonnet; Alexis Joly (CoRR, 2020)

Convolutional neural networks improve species distribution modelling by capturing the spatial structure of the environment. - Benjamin Deneu; Maximilien Servajean; Pierre Bonnet; Christophe Botella; François Munoz; Alexis Joly (PLoS Comput. Biol., 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)

LifeCLEF 2023 Teaser: Species Identification and Prediction Challenges. - Alexis Joly; Hervé Goëau; Stefan Kahl; Lukás Picek; Christophe Botella; Diego Marcos; Milan Sulc; Marek Hrúz; Titouan Lorieul; Sara Si-Moussi; Maximilien Servajean; Benjamin Kellenberger; et al. (ECIR (3), 2023)

Life Science Workflow Services (LifeSWS): Motivations and Architecture. - Reza Akbarinia; Christophe Botella; Alexis Joly; Florent Masseglia; Marta Mattoso; Eduardo S. Ogasawara; Daniel de Oliveira 001; Esther Pacitti; Fábio Porto 001; Christophe Pradal; Dennis E. Shasha; Patrick Valduriez (Trans. Large Scale Data Knowl. Centered Syst., 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)

Applying the maximum entropy principle to multi-species neural networks improves species distribution models. - Maxime Ryckewaert; Diego Marcos; Christophe Botella; Maximilien Servajean; Pierre Bonnet; Alexis Joly (CoRR, 2024)

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)

Adapting a global plant identification model to detect invasive alien plant species in high-resolution road side images. - Vincent Espitalier; Jean-Christophe Lombardo; Hervé Goëau; Christophe Botella; Toke Thomas Høye; Mads Dyrmann; Pierre Bonnet; Alexis Joly (Ecol. Informatics, 2025)