Author

G. Morand

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· 2

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:ecology & biodiversity· 2 Research Focus:benchmarking· 1 Approach:deep learning· 1 Approach:machine learning (classical)· 1 Organism:multiple species· 1

Frequent Co-Authors

A. Joly· 1 shared J. Barde· 1 shared S. Dixon· 1 shared T. Le Berre· 1 shared T. Lorieul· 1 shared T. Rouyer· 1 shared

Activity by Year

2020-2023 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 7 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

A. Joly

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

Predicting species distributions in the open ocean with convolutional neural networks.

G. Morand, A. Joly, T. Rouyer, T. Lorieul, J. Barde

This paper uses convolutional neural networks to predict species distributions in the open ocean, achieving 69% accuracy in identifying the most likely species from environmental data.

bioRxiv · Aug 11, 2023Ecology

Assessment of coral restoration's contribution to reef recovery using machine learning

G. Morand, S. Dixon, T. Le Berre

This paper uses machine learning to assess coral restoration effectiveness by tracking colony health and growth, finding lower survival rates and depth-dependent performance differences between coral genera.

bioRxiv · Dec 10, 2020Ecology