Global Distribution of Zooplankton Biomass Estimated by In Situ Imaging and Machine Learning

Zooplankton plays a major role in ocean food webs and biogeochemical cycles, and provides major ecosystem services as a main driver of the biological carbon pump and in sustaining fish communities. Zooplankton is also sensitive to its environment and reacts to its changes. To better understand the i...

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Bibliographic Details
Published in:	Frontiers in Marine Science Vol. 9
Main Authors:	Drago, Laetitia, Panaïotis, Thelma, Irisson, Jean-Olivier, Babin, Marcel, Biard, Tristan, Carlotti, François, Coppola, Laurent, Guidi, Lionel, Hauss, Helena, Karp-Boss, Lee, Lombard, Fabien, McDonnell, Andrew M. P., Picheral, Marc, Rogge, Andreas, Waite, Anya M., Stemmann, Lars, Kiko, Rainer
Format:	Journal Article
Language:	English
Published:	Frontiers Media SA 09.08.2022 Frontiers Media Frontiers Media S.A
Subjects:	[INFO.INFO-MO]Computer Science [cs]/Modeling and Simulation [INFO.INFO-TI]Computer Science [cs]/Image Processing [eess.IV] [SDE.BE]Environmental Sciences/Biodiversity and Ecology [SDU.OCEAN]Sciences of the Universe [physics]/Ocean [SDU.OCEAN]Sciences of the Universe [physics]/Ocean, Atmosphere [STAT.ML]Statistics [stat]/Machine Learning [stat.ML] Atmosphere Biodiversity and Ecology biomass boosted regression trees (BRT) Computer Science Environmental Sciences General. Including nature conservation, geographical distribution global zooplankton habitat modeling Image Processing in situ imaging Machine Learning Modeling and Simulation Ocean, Atmosphere Q QH1-199.5 Science Sciences of the Universe spatial distribution Statistics underwater vision profiler (UVP) underwater vision profiler (UVP) biomass habitat modeling global zooplankton boosted regression trees (BRT) in situ imaging machine learning spatial distribution
ISSN:	2296-7745, 2296-7745
Online Access:	Get full text
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