2025 | Journal paper

Data of vegetation structure metrics retrieved from airborne laser scanning surveys for European demonstration sites

Authors: W. Daniel Kissling, Wessel Mulder, Jinhu Wang, Yifang Shi

Status: Published
Journal: Data in Brief
Volume/Issue: 60
Publisher: Elsevier

2025 | Journal paper

Emerging technologies for pollinator monitoring

Authors: Toke T Høye, Matteo Montagna, Bas Oteman, David B Roy

Status: Published
Journal: Current Opinion in Insect Science
Volume/Issue: 69
Publisher: Elsevier

2025 | Other

Learning the syntax of plant assemblages

Authors: César Leblanc, Pierre Bonnet, Alexis Joly, et al.

Status: Published
Journal: British Ecological Society
Publisher: Nature Portfolio

2025 | Journal paper

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

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

Status: Published
Journal: Methods in Ecology and Evolution
Volume/Issue: Volume 16, Issue 2
Publisher: Wiley

2025 | Other

A predictive approach to determining the joint conservation status of species | Une approche prédictive de la détermination du statut de conservation conjoint des espèces

Authors: Joaquim Estopinan

Status: Published
Journal: AGRIS - International System for Agricultural Science and Technology
Publisher: HAL CCSD

2025 | Journal paper

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

Authors: Bonnet P, Affouard A, Chouet M, Lombardo J-C, Gresse H, Paillot T, Hequet V, Goëau H, Joly A

Status: Published

2025 | Journal paper

GeoPl@ntNet: A High-Resolution Biodiversity Mapping Platform for Environmental Forensics

Authors: Palard R, Leblanc C, Picek L, Deneu B, Paillot T, Affouard A, Chouet M, Servajean M, Bonnet P, Joly A

Status: Published

2025 | Journal paper

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

Authors: Martellucci G, Goëau H, Bonnet P, Vinatier F, Joly A

Status: Published

2024 | Journal paper

Towards consistently measuring and monitoring habitat condition with airborne laser scanning and unmanned aerial vehicles

Authors: W.D. Kissling, Y. Shi, J.Wang, A.Walicka, C.George, J.E. Moeslund, F. Gerard

Status: Published
Journal: Ecological Indicators
Volume/Issue: 169
Publisher: Elsevier

2024 | Journal paper

Generalization in birdsong classification: impact of transfer learning methods and dataset characteristics

Authors: Ghani B., Kalkman V. J., et al.

Status: Published

2024 | Other

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

Authors: Goëau H., Lombardo J.-C., et al.

Status: Published

2024 | Other

Overview of PlantCLEF 2024: multi-species plant identification in vegetation plot images

Authors: Goëau H., Espitalier V., Bonnet P., Joly A.

Status: Published

2024 | Journal paper

Datasets for testing the robustness of LiDAR vegetation metrics to varying point densities

Authors: Wang J., Shi Y., Kissling W. D.

Status: Published

2024 | Other

Repository of camera trap data recorded during three pilot studies of the Amsterdamse Waterleidingduinen

Authors: Evans J. C., Zilber R., Kissling W. D.

Status: Published

2024 | Journal paper

A deep-learning framework for enhancing habitat identification based on species composition

Authors: César Leblanc, Pierre Bonnet, Maximilien Servajean, Milan Chytrý, Svetlana Aćić, Olivier Argagnon, Ariel Bergamini, Idoia Biurrun, Gianmaria Bonari, Juan A. Campos, Andraž Čarni, Renata Ćušterevska, Michele De Sanctis, Jürgen Dengler, Emmanuel Garbolino, Valentin Golub, Ute Jandt, Florian Jansen, Maria Lebedeva, Jonathan Lenoir, Jesper Erenskjold Moeslund, Aaron Pérez-Haase, Remigiusz Pielech, Jozef Šibík, Zvjezdana Stančić, Angela Stanisci, Grzegorz Swacha, Domas Uogintas, Kiril Vassilev, Thomas Wohlgemuth, Alexis Joly

Status: Published
Journal: Applied Vegetation Science
Volume/Issue: 27/3
Publisher: IAVS