Author

Marion Lebeau

Centre de Coopération Internationale en Recherche Agronomique pour le Développement

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

Click to filter author papers

Ecology· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Approach:contrastive learning· 1 Approach:deep learning· 1 Research Focus:ecology & biodiversity· 1 Assay:imaging· 1

Frequent Co-Authors

Christophe JourdaniD· 1 shared Emma BelaudiD· 1 shared François PosticiD· 1 shared Guerric Le MaireiD· 1 shared Hadrien HendrikxiD· 1 shared Mickaël HeddeiD· 1 shared Morgan Scalabrino· 1 shared Philippe Gallet· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 28 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperEcology

Christophe JourdanORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

Linking automated image analysis to ecological inference: high-throughput monitoring of soil fauna

Hadrien Hendrikx, Emma Belaud, François Postic, Morgan Scalabrino, Marion Lebeau, Guerric Le Maire, Christophe Jourdan, Philippe Gallet, Mickaël Hedde

This paper develops an efficient image processing pipeline for soil fauna monitoring by combining traditional computer vision with fine-tuned foundation models, reducing annotation effort and enabling large-scale ecological analysis.

bioRxiv · Jun 16, 2026 · PreprintEcology