🚀 New paper alert! We used a UMAP-HDBSCAN pipeline to classify & track benthic habitat states at a global scale using citizen science data from Reef Life Survey ! 🌍🏝️ 🔗 Read it here: doi.org/10.1016/j.ec... #MarineScience #Ecology #CitizenScience #MachineLearning

Great talk @clementviolet.bsky.social given during the #BIOcean5D general assembly @ICM-CSIC! So much work went into looking up all those marine NIS native origins and building the ✨ Shiny app.Can’t wait to see the future #Rpackage #marineecology #ultraviolet 🧪🦀🐚🌱🪸 @ifremer.bsky.social