Marine-tree: A Large-scale Marine Organisms Dataset for Hierarchical Image Classification. - Tanya Boone-Sifuentes; Asef Nazari; Imran Razzak; Mohamed Reda Bouadjenek; Antonio Robles-Kelly; Daniel Ierodiaconou; Elizabeth S. Oh (CIKM, 2022)

BenthicNet: A global compilation of seafloor images for deep learning applications. - Scott C. Lowe; Benjamin Misiuk; Isaac Xu; Shakhboz Abdulazizov; Amit R. Baroi; Alex C. Bastos; Merlin Best; Vicki Ferrini; Ariell Friedman; Deborah Hart; Ove Hoegh-Guldberg; Daniel Ierodiaconou; et al. (CoRR, 2024)

Leveraging citizen science to classify and track benthic habitat states: An unsupervised UMAP-HDBSCAN pipeline applied to the global reef life survey dataset. - Clément Violet; Aurélien Boyé; Stanislas Dubois; Graham J. Edgar; Elizabeth S. Oh; Rick D. Stuart-Smith; Martin P. Marzloff (Ecol. Informatics, 2025)