On the Estimation of Zooplankton-Mediated Active Fluxes in Oxygen Minimum Zone Regions by Rainer Kiko, Rainer Kiko, Helena Hauss

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Assessing Representation Learning and Clustering Algorithms for Computer-Assisted Image Annotation—Simulating and Benchmarking MorphoCluster by Simon-Martin Schröder, Rainer Kiko

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Editorial: Zooplankton and nekton: gatekeepers of the biological pump, volume II by Rainer Kiko, Rainer Kiko, Daniele Bianchi, Helena Hauss, Morten H. Iversen, Morten H. Iversen, Amy Maas

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MorphoCluster: Efficient Annotation of Plankton Images by Clustering by Simon-Martin Schröder, Rainer Kiko, Reinhard Koch

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Zooplankton-Mediated Fluxes in the Eastern Tropical North Atlantic by Rainer Kiko, Rainer Kiko, Peter Brandt, Peter Brandt, Svenja Christiansen, Svenja Christiansen, Jannik Faustmann, Jannik Faustmann, Iris Kriest, Elizandro Rodrigues, Florian Schütte, Helena Hauss, Helena Hauss

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Fuzzy Overclustering: Semi-Supervised Classification of Fuzzy Labels with Overclustering and Inverse Cross-Entropy by Lars Schmarje, Johannes Brünger, Monty Santarossa, Simon-Martin Schröder, Rainer Kiko, Reinhard Koch

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Hypoxia-tolerant zooplankton may reduce biological carbon pump efficiency in the Humboldt current system off Peru by Anja Engel, Carolina Cisternas-Novoa, Helena Hauss, Rainer Kiko, Frédéric A. C. Le Moigne

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Nitrogen Fuelling of the Pelagic Food Web of the Tropical Atlantic. by Vera Sandel, Rainer Kiko, Peter Brandt, Marcus Dengler, Lars Stemmann, Pieter Vandromme, Ulrich Sommer, Helena Hauss

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Total Mass Flux in the Northern Humboldt Current System: Rates and Contribution Sources from Central Peru (12° S) by Bobby Leigh, Víctor Aramayo, Ursula Mendoza, Federico Velazco, Rainer Kiko, Patricia Ayón, Ernesto Fernández, Michelle Graco

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Editorial: Zooplankton and Nekton: Gatekeepers of the Biological Pump by Rainer Kiko, Daniele Bianchi, Christian Grenz, Helena Hauss, Morten Iversen, Morten Iversen, Sanjeev Kumar, Amy Maas, Carol Robinson

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The Photophysiological Response of Nitrogen-Limited Phytoplankton to Episodic Nitrogen Supply Associated With Tropical Instability Waves in the Equatorial Atlantic by Jonathan Sherman, Ajit Subramaniam, Maxim Y. Gorbunov, Ana Fernández-Carrera, Rainer Kiko, Peter Brandt, Peter Brandt, Paul G. Falkowski

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Global census of the significance of giant mesopelagic protists to the marine carbon and silicon cycles by Manon Laget, Laetitia Drago, Thelma Panaïotis, Rainer Kiko, Lars Stemmann, Andreas Rogge, Natalia Llopis-Monferrer, Aude Leynaert, Jean-Olivier Irisson, Tristan Biard

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Estimating the copepod biomass in the North West African upwelling system using a bi-frequency acoustic approach. by Ndague Diogoul, Patrice Brehmer, Rainer Kiko, Yannick Perrot, Anne Lebourges-Dhaussy, Elizandro Rodrigues, Abou Thiam, Anne Mouget, Salaheddine El Ayoubi, Abdoulaye Sarré

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Small sinking particles control anammox rates in the Peruvian oxygen minimum zone by Clarissa Karthäuser, Soeren Ahmerkamp, Hannah K. Marchant, Laura A. Bristow, Helena Hauss, Morten H. Iversen, Rainer Kiko, Joeran Maerz, Gaute Lavik, Marcel M. M. Kuypers

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Climate-Biogeochemistry Interactions in the Tropical Ocean: Data Collection and Legacy by Gerd Krahmann, Damian L. Arévalo-Martínez, Andrew W. Dale, Marcus Dengler, Anja Engel, Nicolaas Glock, Nicolaas Glock, Patricia Grasse, Patricia Grasse, Johannes Hahn, Johannes Hahn, Helena Hauss, Mark J. Hopwood, Rainer Kiko, Rainer Kiko, Alexandra N. Loginova, Alexandra N. Loginova, Carolin R. Löscher, Marie Maßmig, Alexandra-Sophie Roy, Renato Salvatteci, Renato Salvatteci, Stefan Sommer, Toste Tanhua, Hela Mehrtens

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Substantial trace metal input from the 2022 Hunga Tonga-Hunga Ha’apai eruption into the South Pacific by Zhouling Zhang, Antao Xu, Ed Hathorne, Marcus Gutjahr, Thomas J. Browning, Kathleen J. Gosnell, Te Liu, Zvi Steiner, Rainer Kiko, Zhongwei Yuan, Haoran Liu, Eric P. Achterberg, Martin Frank

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Aerobic Microbial Respiration In Oceanic Oxygen Minimum Zones. by Tim Kalvelage, Gaute Lavik, Marlene M Jensen, Niels Peter Revsbech, Carolin Löscher, Harald Schunck, Dhwani K Desai, Helena Hauss, Rainer Kiko, Moritz Holtappels, Julie LaRoche, Ruth A Schmitz, Michelle I Graco, Marcel M M Kuypers

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Publisher Correction: Making marine image data FAIR by Timm Schoening, Jennifer M. Durden, Claas Faber, Janine Felden, Karl Heger, Henk-Jan T. Hoving, Rainer Kiko, Kevin Köser, Christopher Krämmer, Tom Kwasnitschka, Klas Ove Möller, David Nakath, Andrea Naß, Tim W. Nattkemper, Autun Purser, Martin Zurowietz

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Making marine image data FAIR by Timm Schoening, Jennifer M. Durden, Claas Faber, Janine Felden, Karl Heger, Henk-Jan T. Hoving, Rainer Kiko, Kevin Köser, Christopher Krämmer, Tom Kwasnitschka, Klas Ove Möller, David Nakath, Andrea Naß, Tim W. Nattkemper, Autun Purser, Martin Zurowietz

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Global Distribution of Zooplankton Biomass Estimated by In Situ Imaging and Machine Learning by Laetitia Drago, Thelma Panaïotis, Jean-Olivier Irisson, Marcel Babin, Tristan Biard, François Carlotti, François Carlotti, Laurent Coppola, Laurent Coppola, Lionel Guidi, Helena Hauss, Lee Karp-Boss, Fabien Lombard, Fabien Lombard, Andrew M. P. McDonnell, Marc Picheral, Andreas Rogge, Anya M. Waite, Lars Stemmann, Rainer Kiko

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