Articles by Author

Conference Abstract

Published in: Biodiversity Information Science and Standards

Adapting a Globally-Trained Plant Identification Model for Multi-Species Detection of Invasive Alien Plants in Roadside Imagery

Hervé Goëau, Vincent Espitalier, Jean-Christophe Lombardo, Christophe Botella, Toke Thomas Høye, Mads Dyrmann, Pierre Bonnet, Alexis Joly

Part of: MAMBO – Modern Approaches to the Monitoring of Biodiversity

10.3897/biss.10.183020

08-01-2026

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Conference Abstract

Published in: Biodiversity Information Science and Standards

PlantCLEF 2025: Advancing AI-based Multi-Species Plant Identification in Vegetation Quadrats for Supporting Environmental Law and Biodiversity Monitoring

Giulio Martellucci, Hervé Goëau, Pierre Bonnet, Fabrice Vinatier, Alexis Joly

Part of: MAMBO – Modern Approaches to the Monitoring of Biodiversity

10.3897/biss.9.181733

15-12-2025

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Conference Abstract

Published in: Biodiversity Information Science and Standards

Challenges in Using AI-Based Citizen-Generated Plant Observations as Forensic Evidence in Biodiversity Investigations

Pierre Bonnet, Antoine Affouard, Mathias Chouet, Jean-Christophe Lombardo, Hugo Gresse, Thomas Paillot, Vanessa Hequet, Hervé Goëau, Alexis Joly

Part of: MAMBO – Modern Approaches to the Monitoring of Biodiversity

10.3897/biss.9.181619

09-12-2025

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Research Article

Published in: Ecological Informatics

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

Part of: MAMBO – Modern Approaches to the Monitoring of Biodiversity

10.1016/j.ecoinf.2025.103129

26-04-2025

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Research Article

Published in: Methods in Ecology and Evolution

Cooperative learning of Pl@ntNet's Artificial Intelligence algorithm: How does it work and how can we improve it?

Tanguy Lefort, Antoine Affouard, Benjamin Charlier, Jean-Christophe Lombardo, Mathias Chouet, Hervé Goëau, Joseph Salmon, Pierre Bonnet, Alexis Joly

Part of: MAMBO – Modern Approaches to the Monitoring of Biodiversity

10.1111/2041-210X.14486

04-02-2025

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Conference Abstract

Published in: Lecture Notes in Computer Science

Overview of LifeCLEF 2024: Challenges on Species Distribution Prediction and Identification

Part of: MAMBO – Modern Approaches to the Monitoring of Biodiversity

10.1007/978-3-031-71908-0_9

19-09-2024

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Other

Published in: Zenodo

PlantCLEF 2024 pretrained models on the flora of the south western Europe based on a subset of Pl@ntNet collaborative images and a ViT base patch 14 dinoV2

Hervé Goëau, Jean-Christophe Lombardo, Antoine Affouard, Vincent Espitalier, Pierre Bonnet, Alexis Joly

Part of: MAMBO – Modern Approaches to the Monitoring of Biodiversity

10.5281/zenodo.10848263

21-03-2024

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Conference Abstract

Published in: Lecture Notes in Computer Science

LifeCLEF 2024 Teaser: Challenges on Species Distribution Prediction and Identification

Part of: MAMBO – Modern Approaches to the Monitoring of Biodiversity

10.1007/978-3-031-56072-9_3

20-03-2024

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Conference Abstract

Published in: Biodiversity Information Science and Standards

Synergizing Digital, Biological, and Participatory Sciences for Global Plant Species Identification: Enabling access to a worldwide identification service

Part of: MAMBO – Modern Approaches to the Monitoring of Biodiversity

10.3897/biss.7.112545

12-09-2023

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Research Article

Published in: Biodiversity Information Science and Standards

Synergizing Digital, Biological, and Participatory Sciences for Global Plant Species Identification: Enabling access to a worldwide identification service

10.3897/biss.7.112545

12-09-2023

LINK

Other

Published in: Lecture Notes in Computer Science

Overview of LifeCLEF 2023: Evaluation of AI Models for the Identification and Prediction of Birds, Plants, Snakes and Fungi

Part of: MAMBO – Modern Approaches to the Monitoring of Biodiversity

10.1007/978-3-031-42448-9_27

11-09-2023

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