Author

Sophie Dubois

IfremerORCID 0000-0002-3326-4892Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:clustering· 1 Approach:deep learning· 1 Assay:imaging· 1 Research Focus:spatial domain detection· 1 Approach:statistical model· 1

Frequent Co-Authors

Aurélien BoyéiD· 1 shared Clément VioletiD· 1 shared Elizabeth S. OhiD· 1 shared Graham J. EdgariD· 1 shared Martin Pierre MarzloffiD· 1 shared Rick D. Stuart‐SmithiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 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

Aurélien BoyéORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

From local seafloor imagery to global patterns in benthic habitat states: contribution of citizen science to habitat classification across latitudes

Clément Violet, Aurélien Boyé, Sophie Dubois, Graham J. Edgar, Elizabeth S. Oh, Rick D. Stuart‐Smith, Martin Pierre Marzloff

This study uses a clustering pipeline to identify global benthic habitat states from citizen science data, revealing biogeographic patterns and temporal changes in reef ecosystems.

Ecological Informatics · Jan 31, 2025Peer-reviewedEcology