Articles | Volume 17, issue 3
https://doi.org/10.5194/bg-17-609-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/bg-17-609-2020
© Author(s) 2020. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Dimensions of marine phytoplankton diversity
Department of Earth, Atmospheric and Planetary Sciences, Massachusetts
Institute of Technology, Cambridge, MA 02139, USA
Center for Climate Change Science, Massachusetts Institute of Technology,
Cambridge, MA 02139, USA
Pedro Cermeno
Institut de Ciencies del Mar, CSIC, 08003 Barcelona, Spain
Oliver Jahn
Department of Earth, Atmospheric and Planetary Sciences, Massachusetts
Institute of Technology, Cambridge, MA 02139, USA
Michael J. Follows
Department of Earth, Atmospheric and Planetary Sciences, Massachusetts
Institute of Technology, Cambridge, MA 02139, USA
Anna E. Hickman
Ocean and Earth Sciences, University of Southampton, National
Oceanography Centre Southampton, Southampton, SO14 3ZH, UK
Darcy A. A. Taniguchi
Department of Biological Sciences, California State University San
Marcos, San Marcos, CA 92096, USA
Ben A. Ward
Ocean and Earth Sciences, University of Southampton, National
Oceanography Centre Southampton, Southampton, SO14 3ZH, UK
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Geosci. Model Dev., 16, 4639–4657, https://doi.org/10.5194/gmd-16-4639-2023, https://doi.org/10.5194/gmd-16-4639-2023, 2023
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While biogeochemical models and satellite-derived ocean color data provide unprecedented information, it is problematic to compare them. Here, we present a new approach based on comparing probability density distributions of model and satellite properties to assess model skills. We also introduce Earth mover's distances as a novel and powerful metric to quantify the misfit between models and observations. We find that how 3D chlorophyll fields are aggregated can be a significant source of error.
Paul J. Tréguer, Jill N. Sutton, Mark Brzezinski, Matthew A. Charette, Timothy Devries, Stephanie Dutkiewicz, Claudia Ehlert, Jon Hawkings, Aude Leynaert, Su Mei Liu, Natalia Llopis Monferrer, María López-Acosta, Manuel Maldonado, Shaily Rahman, Lihua Ran, and Olivier Rouxel
Biogeosciences, 18, 1269–1289, https://doi.org/10.5194/bg-18-1269-2021, https://doi.org/10.5194/bg-18-1269-2021, 2021
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Silicon is the second most abundant element of the Earth's crust. In this review, we show that silicon inputs and outputs, to and from the world ocean, are 57 % and 37 % higher, respectively, than previous estimates. These changes are significant, modifying factors such as the geochemical residence time of silicon, which is now about 8000 years and 2 times faster than previously assumed. We also update the total biogenic silica pelagic production and provide an estimate for sponge production.
Svetlana N. Losa, Stephanie Dutkiewicz, Martin Losch, Julia Oelker, Mariana A. Soppa, Scarlett Trimborn, Hongyan Xi, and Astrid Bracher
Biogeosciences Discuss., https://doi.org/10.5194/bg-2019-289, https://doi.org/10.5194/bg-2019-289, 2019
Manuscript not accepted for further review
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This study highlights recent advances and challenges of applying coupled physical-biogeochemical modeling for investigating the distribution of the key phytoplankton groups in the Southern Ocean. By leveraging satellite and in situ observations we define numerical ecological model requirements in the phytoplankton trait specification and level of physiological and morphological differentiation for capturing and explaining the observed biogeography of diatoms, coccolithophores and Phaeocystis.
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Biogeosciences, 15, 613–630, https://doi.org/10.5194/bg-15-613-2018, https://doi.org/10.5194/bg-15-613-2018, 2018
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This study provides a demonstration that a biogeochemical/ecosystem/optical computer model which explicitly captures how light is radiated at the surface of the ocean and can be used as a laboratory to explore products (such as Chl a) that are derived from satellite measurements of ocean colour. It explores uncertainties that arise from data input used to derive the algorithms for the products, and issues arising from the interplay between optically important constituents in the ocean.
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EGUsphere, https://doi.org/10.5194/egusphere-2024-3297, https://doi.org/10.5194/egusphere-2024-3297, 2024
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Marine ecosystem models (MEMs) are valuable for assessing the threats of global warming to biodiversity and ecosystem functioning, but their predictions vary widely. We argue that MEMs should consider evolutionary processes and undergo independent validation. Here, we present a novel framework for MEM development using validation data from sediment archives, which map long-term environmental and evolutionary change. Our approach is a crucial step towards improving the predictive power of MEMs.
Alexandra E. Jones-Kellett and Michael J. Follows
EGUsphere, https://doi.org/10.5194/egusphere-2024-3211, https://doi.org/10.5194/egusphere-2024-3211, 2024
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Alexandra E. Jones-Kellett and Michael J. Follows
Earth Syst. Sci. Data, 16, 1475–1501, https://doi.org/10.5194/essd-16-1475-2024, https://doi.org/10.5194/essd-16-1475-2024, 2024
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Ocean eddies can limit horizontal mixing, potentially isolating phytoplankton populations and affecting their concentration. We used two decades of satellite data and computer simulations to identify and track eddy-trapping boundaries in the Pacific Ocean for application in phytoplankton research. Although some eddies trap water masses for months, many continuously mix with surrounding waters. A case study shows how eddy trapping can enhance the signature of a phytoplankton bloom.
Aaron A. Naidoo-Bagwell, Fanny M. Monteiro, Katharine R. Hendry, Scott Burgan, Jamie D. Wilson, Ben A. Ward, Andy Ridgwell, and Daniel J. Conley
Geosci. Model Dev., 17, 1729–1748, https://doi.org/10.5194/gmd-17-1729-2024, https://doi.org/10.5194/gmd-17-1729-2024, 2024
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As an extension to the EcoGEnIE 1.0 Earth system model that features a diverse plankton community, EcoGEnIE 1.1 includes siliceous plankton diatoms and also considers their impact on biogeochemical cycles. With updates to existing nutrient cycles and the introduction of the silicon cycle, we see improved model performance relative to observational data. Through a more functionally diverse plankton community, the new model enables more comprehensive future study of ocean ecology.
Siyu Zhu, Peipei Wu, Siyi Zhang, Oliver Jahn, Shu Li, and Yanxu Zhang
Geosci. Model Dev., 16, 5915–5929, https://doi.org/10.5194/gmd-16-5915-2023, https://doi.org/10.5194/gmd-16-5915-2023, 2023
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In this study, we estimate the global biogeochemical cycling of Hg in a state-of-the-art physical-ecosystem ocean model (high-resolution-MITgcm/Hg), providing a more accurate portrayal of surface Hg concentrations in estuarine and coastal areas, strong western boundary flow and upwelling areas, and concentration diffusion as vortex shapes. The high-resolution model can help us better predict the transport and fate of Hg in the ocean and its impact on the global Hg cycle.
Bror F. Jönsson, Christopher L. Follett, Jacob Bien, Stephanie Dutkiewicz, Sangwon Hyun, Gemma Kulk, Gael L. Forget, Christian Müller, Marie-Fanny Racault, Christopher N. Hill, Thomas Jackson, and Shubha Sathyendranath
Geosci. Model Dev., 16, 4639–4657, https://doi.org/10.5194/gmd-16-4639-2023, https://doi.org/10.5194/gmd-16-4639-2023, 2023
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While biogeochemical models and satellite-derived ocean color data provide unprecedented information, it is problematic to compare them. Here, we present a new approach based on comparing probability density distributions of model and satellite properties to assess model skills. We also introduce Earth mover's distances as a novel and powerful metric to quantify the misfit between models and observations. We find that how 3D chlorophyll fields are aggregated can be a significant source of error.
Guillaume Le Gland, Sergio M. Vallina, S. Lan Smith, and Pedro Cermeño
Geosci. Model Dev., 14, 1949–1985, https://doi.org/10.5194/gmd-14-1949-2021, https://doi.org/10.5194/gmd-14-1949-2021, 2021
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We present an ecological model called SPEAD wherein various phytoplankton compete for nutrients. Phytoplankton in SPEAD are characterized by two continuously distributed traits: optimal temperature and nutrient half-saturation. Trait diversity is sustained by allowing the traits to mutate at each generation. We show that SPEAD agrees well with a more classical discrete model for only a fraction of the cost. We also identify realistic values for the mutation rates to be used in future models.
Paul J. Tréguer, Jill N. Sutton, Mark Brzezinski, Matthew A. Charette, Timothy Devries, Stephanie Dutkiewicz, Claudia Ehlert, Jon Hawkings, Aude Leynaert, Su Mei Liu, Natalia Llopis Monferrer, María López-Acosta, Manuel Maldonado, Shaily Rahman, Lihua Ran, and Olivier Rouxel
Biogeosciences, 18, 1269–1289, https://doi.org/10.5194/bg-18-1269-2021, https://doi.org/10.5194/bg-18-1269-2021, 2021
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Silicon is the second most abundant element of the Earth's crust. In this review, we show that silicon inputs and outputs, to and from the world ocean, are 57 % and 37 % higher, respectively, than previous estimates. These changes are significant, modifying factors such as the geochemical residence time of silicon, which is now about 8000 years and 2 times faster than previously assumed. We also update the total biogenic silica pelagic production and provide an estimate for sponge production.
Angela A. Bahamondes Dominguez, Anna E. Hickman, Robert Marsh, and C. Mark Moore
Geosci. Model Dev., 13, 4019–4040, https://doi.org/10.5194/gmd-13-4019-2020, https://doi.org/10.5194/gmd-13-4019-2020, 2020
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The central Celtic Sea has previously been studied with a 1-D model called S2P3, showing discrepancies between observations and the model results due to poor representation of some processes. Therefore, the S2P3 model was developed to include zooplankton and phytoplankton cells' adaptation to changes in irradiance. Results demonstrate that better agreement with biological observations can be achieved when the model includes these processes and is adequately constrained.
Svetlana N. Losa, Stephanie Dutkiewicz, Martin Losch, Julia Oelker, Mariana A. Soppa, Scarlett Trimborn, Hongyan Xi, and Astrid Bracher
Biogeosciences Discuss., https://doi.org/10.5194/bg-2019-289, https://doi.org/10.5194/bg-2019-289, 2019
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This study highlights recent advances and challenges of applying coupled physical-biogeochemical modeling for investigating the distribution of the key phytoplankton groups in the Southern Ocean. By leveraging satellite and in situ observations we define numerical ecological model requirements in the phytoplankton trait specification and level of physiological and morphological differentiation for capturing and explaining the observed biogeography of diatoms, coccolithophores and Phaeocystis.
Maria Grigoratou, Fanny M. Monteiro, Daniela N. Schmidt, Jamie D. Wilson, Ben A. Ward, and Andy Ridgwell
Biogeosciences, 16, 1469–1492, https://doi.org/10.5194/bg-16-1469-2019, https://doi.org/10.5194/bg-16-1469-2019, 2019
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The paper presents a novel study based on the traits of shell size, calcification and feeding behaviour of two planktonic foraminifera life stages using modelling simulations. With the model, we tested the cost and benefit of calcification and explored how the interactions of planktonic foraminifera among other plankton groups influence their biomass under different environmental conditions. Our results provide new insights into environmental controls in planktonic foraminifera ecology.
Jose Luis Otero-Ferrer, Pedro Cermeño, Antonio Bode, Bieito Fernández-Castro, Josep M. Gasol, Xosé Anxelu G. Morán, Emilio Marañon, Victor Moreira-Coello, Marta M. Varela, Marina Villamaña, and Beatriz Mouriño-Carballido
Biogeosciences, 15, 6199–6220, https://doi.org/10.5194/bg-15-6199-2018, https://doi.org/10.5194/bg-15-6199-2018, 2018
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The effect of inorganic nutrients on planktonic assemblages has been traditionally assessed by looking at concentrations rather than fluxes of nutrient supply. However, in near-steady-state systems such as subtropical gyres, nitrate concentrations are kept close to the detection limit due to phytoplankton uptake. Our results, based on direct measurements of nitrate diffusive fluxes, support the key role of nitrate supply in controlling the structure of marine picoplankton communities.
Ben A. Ward, Jamie D. Wilson, Ros M. Death, Fanny M. Monteiro, Andrew Yool, and Andy Ridgwell
Geosci. Model Dev., 11, 4241–4267, https://doi.org/10.5194/gmd-11-4241-2018, https://doi.org/10.5194/gmd-11-4241-2018, 2018
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A novel configuration of an Earth system model includes a diverse plankton community. The model – EcoGEnIE – is sufficiently complex to reproduce a realistic, size-structured plankton community, while at the same time retaining the efficiency to run to a global steady state (~ 10k years). The increased capabilities of EcoGEnIE will allow future exploration of ecological communities on much longer timescales than have so far been examined in global ocean models and particularly for past climate.
Chris J. Daniels, Alex J. Poulton, William M. Balch, Emilio Marañón, Tim Adey, Bruce C. Bowler, Pedro Cermeño, Anastasia Charalampopoulou, David W. Crawford, Dave Drapeau, Yuanyuan Feng, Ana Fernández, Emilio Fernández, Glaucia M. Fragoso, Natalia González, Lisa M. Graziano, Rachel Heslop, Patrick M. Holligan, Jason Hopkins, María Huete-Ortega, David A. Hutchins, Phoebe J. Lam, Michael S. Lipsen, Daffne C. López-Sandoval, Socratis Loucaides, Adrian Marchetti, Kyle M. J. Mayers, Andrew P. Rees, Cristina Sobrino, Eithne Tynan, and Toby Tyrrell
Earth Syst. Sci. Data, 10, 1859–1876, https://doi.org/10.5194/essd-10-1859-2018, https://doi.org/10.5194/essd-10-1859-2018, 2018
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Calcifying marine algae (coccolithophores) are key to oceanic biogeochemical processes, such as calcium carbonate production and export. We compile a global database of calcium carbonate production from field samples (n = 2756), alongside primary production rates and coccolithophore abundance. Basic statistical analysis highlights global distribution, average surface and integrated rates, patterns with depth and the importance of considering cell-normalised rates as a simple physiological index.
Heather A. Bouman, Trevor Platt, Martina Doblin, Francisco G. Figueiras, Kristinn Gudmundsson, Hafsteinn G. Gudfinnsson, Bangqin Huang, Anna Hickman, Michael Hiscock, Thomas Jackson, Vivian A. Lutz, Frédéric Mélin, Francisco Rey, Pierre Pepin, Valeria Segura, Gavin H. Tilstone, Virginie van Dongen-Vogels, and Shubha Sathyendranath
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The photosynthetic response of marine phytoplankton to available irradiance is a central part of satellite-based models of ocean productivity. This study brings together data from a variety of oceanographic campaigns to examine how the parameters of photosynthesis–irradiance response curves vary over the global ocean. This global synthesis reveals biogeographic, latitudinal and depth-dependent patterns in the photosynthetic properties of natural phytoplankton assemblages.
Stephanie Dutkiewicz, Anna E. Hickman, and Oliver Jahn
Biogeosciences, 15, 613–630, https://doi.org/10.5194/bg-15-613-2018, https://doi.org/10.5194/bg-15-613-2018, 2018
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This study provides a demonstration that a biogeochemical/ecosystem/optical computer model which explicitly captures how light is radiated at the surface of the ocean and can be used as a laboratory to explore products (such as Chl a) that are derived from satellite measurements of ocean colour. It explores uncertainties that arise from data input used to derive the algorithms for the products, and issues arising from the interplay between optically important constituents in the ocean.
Sophie Clayton, Stephanie Dutkiewicz, Oliver Jahn, Christopher Hill, Patrick Heimbach, and Michael J. Follows
Biogeosciences, 14, 2877–2889, https://doi.org/10.5194/bg-14-2877-2017, https://doi.org/10.5194/bg-14-2877-2017, 2017
Markus Schartau, Philip Wallhead, John Hemmings, Ulrike Löptien, Iris Kriest, Shubham Krishna, Ben A. Ward, Thomas Slawig, and Andreas Oschlies
Biogeosciences, 14, 1647–1701, https://doi.org/10.5194/bg-14-1647-2017, https://doi.org/10.5194/bg-14-1647-2017, 2017
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Plankton models have become an integral part in marine ecosystem and biogeochemical research. These models differ in complexity and in their number of parameters. How values are assigned to parameters is essential. An overview of major methodologies of parameter estimation is provided. Aspects of parameter identification in the literature are diverse. Individual findings could be better synthesized if notation and expertise of the different scientific communities would be reasonably merged.
Virginia García-Bernal, Óscar Paz, and Pedro Cermeño
Biogeosciences Discuss., https://doi.org/10.5194/bg-2017-4, https://doi.org/10.5194/bg-2017-4, 2017
Manuscript not accepted for further review
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Marine diatoms are responsible for roughly 40 % of modern ocean primary production and contribute disproportionately to the drawdown of atmospheric carbon dioxide through the export of organic carbon into the deep sea and sediments. Over the past 40 Myr their rise to ecological prominence and consequential decline of coccolithophores is linked to the silicon to phosphorus weathering ratio, which controls the oceanic nutrient inventories and hence the competitive ability of diatoms.
Fatima Abrantes, Pedro Cermeno, Cristina Lopes, Oscar Romero, Lélia Matos, Jolanda Van Iperen, Marta Rufino, and Vitor Magalhães
Biogeosciences, 13, 4099–4109, https://doi.org/10.5194/bg-13-4099-2016, https://doi.org/10.5194/bg-13-4099-2016, 2016
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Diatoms are the dominant primary producers of the most productive and best fishing areas of the modern ocean, the coastal upwelling systems. This turns them into important contributors to the biological pump and climate change. To help untangle their response to warming climate, we compare the worldwide diatom sedimentary abundance (SDA) to environmental variables and find that the capacity of diatoms to take up silicic acid sets an upper limit on global export production in these ocean regions.
R. Marsh, A. E. Hickman, and J. Sharples
Geosci. Model Dev., 8, 3163–3178, https://doi.org/10.5194/gmd-8-3163-2015, https://doi.org/10.5194/gmd-8-3163-2015, 2015
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Our relatively shallow shelf seas are warmed at the surface in spring and summer, while strong tidal currents act to mix away the surface warmth. These competing effects strongly influence the conditions for seasonal growth of the phytoplankton that support marine food webs. We have developed a versatile framework for fast computer modelling of shelf seas, to explore seasonal and year-to-year variations of warming and plankton productivity, tested against observations in different regions.
S. Dutkiewicz, A. E. Hickman, O. Jahn, W. W. Gregg, C. B. Mouw, and M. J. Follows
Biogeosciences, 12, 4447–4481, https://doi.org/10.5194/bg-12-4447-2015, https://doi.org/10.5194/bg-12-4447-2015, 2015
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A numerical model is presented that explicitly includes spectral
irradiance and optically important water constituents. The model captures 3-D
biogeochemical, ecosystem, and optical observations, including surface
reflectance analogous to ocean colour satellite observations. Sensitivity
experiments demonstrate the relative importance of each of the water
constituents, and the feedbacks between the light field, fitness of
phytoplankton types, and the biogeochemistry of the ocean.
S. Dutkiewicz, B. A. Ward, J. R. Scott, and M. J. Follows
Biogeosciences, 11, 5445–5461, https://doi.org/10.5194/bg-11-5445-2014, https://doi.org/10.5194/bg-11-5445-2014, 2014
D. Talmy, J. Blackford, N. J. Hardman-Mountford, L. Polimene, M. J. Follows, and R. J. Geider
Biogeosciences, 11, 4881–4895, https://doi.org/10.5194/bg-11-4881-2014, https://doi.org/10.5194/bg-11-4881-2014, 2014
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Multifactorial effects of warming, low irradiance, and low salinity on Arctic kelps
Early life stages of fish under ocean alkalinity enhancement in coastal plankton communities
Planktonic foraminifera assemblage composition and flux dynamics inferred from an annual sediment trap record in the central Mediterranean Sea
Reefal ostracod assemblages from the Zanzibar Archipelago (Tanzania)
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Building your own mountain: the effects, limits, and drawbacks of cold-water coral ecosystem engineering
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Modeling the growth and sporulation dynamics of the macroalga Ulva in mixed-age populations in cultivation and the formation of green tides
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Modeling polar marine ecosystem functions guided by bacterial physiological and taxonomic traits
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Isabell Hochfeld and Jana Hinners
Biogeosciences, 21, 5591–5611, https://doi.org/10.5194/bg-21-5591-2024, https://doi.org/10.5194/bg-21-5591-2024, 2024
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Ecosystem models disagree on future changes in marine ecosystem functioning. We suspect that the lack of phytoplankton adaptation represents a major uncertainty factor, given the key role that phytoplankton play in marine ecosystems. Using an evolutionary ecosystem model, we found that phytoplankton adaptation can notably change simulated ecosystem dynamics. Future models should include phytoplankton adaptation; otherwise they can systematically overestimate future ecosystem-level changes.
Evert de Froe, Igor Yashayaev, Christian Mohn, Johanne Vad, Furu Mienis, Gerard Duineveld, Ellen Kenchington, Erica Head, Steve W. Ross, Sabena Blackbird, George A. Wolff, J. Murray Roberts, Barry MacDonald, Graham Tulloch, and Dick van Oevelen
Biogeosciences, 21, 5407–5433, https://doi.org/10.5194/bg-21-5407-2024, https://doi.org/10.5194/bg-21-5407-2024, 2024
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Deep-sea sponge grounds are distributed globally and are considered hotspots of biological diversity and biogeochemical cycling. To date, little is known about the environmental constraints that control where deep-sea sponge grounds occur and what conditions favour high sponge biomass. Here, we characterize oceanographic conditions at two contrasting sponge grounds. Our results imply that sponges and associated fauna benefit from strong tidal currents and favourable regional ocean currents.
Hyunjae Chung, Jikang Park, Mijin Park, Yejin Kim, Unyoung Chun, Sukyoung Yun, Won Sang Lee, Hyun A. Choi, Ji Sung Na, Seung-Tae Yoon, and Won Young Lee
Biogeosciences, 21, 5199–5217, https://doi.org/10.5194/bg-21-5199-2024, https://doi.org/10.5194/bg-21-5199-2024, 2024
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Understanding how marine animals adapt to variations in marine environmental conditions is paramount. In this paper, we investigated the influence of changes in seawater and light conditions on the seasonal foraging behavior of Weddell seals in the Ross Sea, Antarctica. Our findings could serve as a baseline and establish a foundational understanding for future research, particularly concerning the impact of marine environmental changes on the ecosystem of the Ross Sea Marine Protected Area.
Anaïs Lebrun, Cale A. Miller, Marc Meynadier, Steeve Comeau, Pierre Urrutti, Samir Alliouane, Robert Schlegel, Jean-Pierre Gattuso, and Frédéric Gazeau
Biogeosciences, 21, 4605–4620, https://doi.org/10.5194/bg-21-4605-2024, https://doi.org/10.5194/bg-21-4605-2024, 2024
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We tested the effects of warming, low salinity, and low irradiance on Arctic kelps. We show that growth rates were similar across species and treatments. Alaria esculenta is adapted to low-light conditions. Saccharina latissima exhibited nitrogen limitation, suggesting coastal erosion and permafrost thawing could be beneficial. Laminaria digitata did not respond to the treatments. Gene expression of Hedophyllum nigripes and S. latissima indicated acclimation to the experimental treatments.
Silvan Urs Goldenberg, Ulf Riebesell, Daniel Brüggemann, Gregor Börner, Michael Sswat, Arild Folkvord, Maria Couret, Synne Spjelkavik, Nicolás Sánchez, Cornelia Jaspers, and Marta Moyano
Biogeosciences, 21, 4521–4532, https://doi.org/10.5194/bg-21-4521-2024, https://doi.org/10.5194/bg-21-4521-2024, 2024
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Ocean alkalinity enhancement (OAE) is being evaluated as a carbon dioxide removal technology for climate change mitigation. With an experiment on species communities, we show that larval and juvenile fish can be resilient to the resulting perturbation of seawater. Fish may hence recruit successfully and continue to support fisheries' production in regions of OAE. Our findings help to establish an environmentally safe operating space for this ocean-based solution.
Thibauld M. Béjard, Andrés S. Rigual-Hernández, Javier P. Tarruella, José-Abel Flores, Anna Sanchez-Vidal, Irene Llamas-Cano, and Francisco J. Sierro
Biogeosciences, 21, 4051–4076, https://doi.org/10.5194/bg-21-4051-2024, https://doi.org/10.5194/bg-21-4051-2024, 2024
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The Mediterranean Sea is regarded as a climate change hotspot. Documenting the population of planktonic foraminifera is crucial. In the Sicily Channel, fluxes are higher during winter and positively linked with chlorophyll a concentration and cool temperatures. A comparison with other Mediterranean sites shows the transitional aspect of the studied zone. Finally, modern populations significantly differ from those in the sediment, highlighting a possible effect of environmental change.
Skye Yunshu Tian, Martin Langer, Moriaki Yasuhara, and Chih-Lin Wei
Biogeosciences, 21, 3523–3536, https://doi.org/10.5194/bg-21-3523-2024, https://doi.org/10.5194/bg-21-3523-2024, 2024
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Through the first large-scale study of meiobenthic ostracods from the diverse and productive reef ecosystem in the Zanzibar Archipelago, Tanzania, we found that the diversity and composition of ostracod assemblages as controlled by benthic habitats and human impacts were indicative of overall reef health, and we highlighted the usefulness of ostracods as a model proxy to monitor and understand the degradation of reef ecosystems from the coral-dominated phase to the algae-dominated phase.
Giulia Faucher, Mathias Haunost, Allanah Joy Paul, Anne Ulrike Christiane Tietz, and Ulf Riebesell
EGUsphere, https://doi.org/10.5194/egusphere-2024-2201, https://doi.org/10.5194/egusphere-2024-2201, 2024
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OAE is being evaluated for its capacity to absorb atmospheric CO2 in the ocean, storing it long-term to mitigate climate change. As researchers plan for field tests to gain practical insights into OAE, sharing knowledge on its environmental impact on marine ecosystems is urgent. Our study examined NaOH-induced alkalinity increases on Emiliania huxleyi, a key coccolithophore species. We found that to prevent negative impacts on this species, the increase in ΔTA should not exceed 600 µmol kg-1.
Julien Richirt, Satoshi Okada, Yoshiyuki Ishitani, Katsuyuki Uematsu, Akihiro Tame, Kaya Oda, Noriyuki Isobe, Toyoho Ishimura, Masashi Tsuchiya, and Hidetaka Nomaki
Biogeosciences, 21, 3271–3288, https://doi.org/10.5194/bg-21-3271-2024, https://doi.org/10.5194/bg-21-3271-2024, 2024
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We report the first benthic foraminifera with a composite test (i.e. shell) made of opal, which coats the inner part of the calcitic layer. Using comprehensive techniques, we describe the morphology and the composition of this novel opal layer and provide evidence that the opal is precipitated by the foraminifera itself. We explore the potential precipitation process and function(s) of this composite test and further discuss the possible implications for palaeoceanographic reconstructions.
Said Mohamed Hashim, Beth Wangui Waweru, and Agnes Muthumbi
Biogeosciences, 21, 2995–3006, https://doi.org/10.5194/bg-21-2995-2024, https://doi.org/10.5194/bg-21-2995-2024, 2024
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The study investigates the impact of decreasing oxygen in the ocean on macrofaunal communities using the BUS as an example. It identifies distinct shifts in community composition and feeding guilds across oxygen zones, with nematodes dominating dysoxic areas. These findings underscore the complex responses of benthic organisms to oxygen gradients, crucial for understanding ecosystem dynamics in hypoxic environments and their implications for marine biodiversity and sustainability.
Tanguy Soulié, Francesca Vidussi, Justine Courboulès, Marie Heydon, Sébastien Mas, Florian Voron, Carolina Cantoni, Fabien Joux, and Behzad Mostajir
Biogeosciences, 21, 1887–1902, https://doi.org/10.5194/bg-21-1887-2024, https://doi.org/10.5194/bg-21-1887-2024, 2024
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Due to climate change, it is projected that extreme rainfall events, which bring terrestrial matter into coastal seas, will occur more frequently in the Mediterranean region. To test the effects of runoffs of terrestrial matter on plankton communities from Mediterranean coastal waters, an in situ mesocosm experiment was conducted. The simulated runoff affected key processes mediated by plankton, such as primary production and respiration, suggesting major consequences of such events.
Chueh-Chen Tung, Yu-Shih Lin, Jian-Xiang Liao, Tzu-Hsuan Tu, James T. Liu, Li-Hung Lin, Pei-Ling Wang, and Chih-Lin Wei
Biogeosciences, 21, 1729–1756, https://doi.org/10.5194/bg-21-1729-2024, https://doi.org/10.5194/bg-21-1729-2024, 2024
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This study contrasts seabed food webs between a river-fed, high-energy canyon and the nearby slope. We show higher organic carbon (OC) flows through the canyon than the slope. Bacteria dominated the canyon, while seabed fauna contributed more to the slope food web. Due to frequent perturbation, the canyon had a lower faunal stock and OC recycling. Only 4 % of the seabed OC flux enters the canyon food web, suggesting a significant role of the river-fed canyon in transporting OC to the deep sea.
Joost de Vries, Fanny Monteiro, Gerald Langer, Colin Brownlee, and Glen Wheeler
Biogeosciences, 21, 1707–1727, https://doi.org/10.5194/bg-21-1707-2024, https://doi.org/10.5194/bg-21-1707-2024, 2024
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Calcifying phytoplankton (coccolithophores) utilize a life cycle in which they can grow and divide into two different phases. These two phases (HET and HOL) vary in terms of their physiology and distributions, with many unknowns about what the key differences are. Using a combination of lab experiments and model simulations, we find that nutrient storage is a critical difference between the two phases and that this difference allows them to inhabit different nitrogen input regimes.
Theodor Kindeberg, Karl Michael Attard, Jana Hüller, Julia Müller, Cintia Organo Quintana, and Eduardo Infantes
Biogeosciences, 21, 1685–1705, https://doi.org/10.5194/bg-21-1685-2024, https://doi.org/10.5194/bg-21-1685-2024, 2024
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Seagrass meadows are hotspots for biodiversity and productivity, and planting seagrass is proposed as a tool for mitigating biodiversity loss and climate change. We assessed seagrass planted in different years and found that benthic oxygen and carbon fluxes increased as the seabed developed from bare sediments to a mature seagrass meadow. This increase was partly linked to the diversity of colonizing algae which increased the light-use efficiency of the seagrass meadow community.
Renée P. Schoeman, Christine Erbe, and Robert D. McCauley
EGUsphere, https://doi.org/10.5194/egusphere-2024-859, https://doi.org/10.5194/egusphere-2024-859, 2024
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This study used ocean glider data to extend previously established relationships between surface and depth-integrated chlorophyll to an intermittent-oligotrophic continental margin. Relationships were established for stratified summer-transition months, stratified winter months, and mixed water columns. Integrations over twice the euphotic zone depth best captured Deep Chlorophyll Maxima contributing to a seasonal increase in depth-integrated chlorophyll likely relevant to higher trophic levels.
Anna-Selma van der Kaaden, Sandra R. Maier, Siluo Chen, Laurence H. De Clippele, Evert de Froe, Theo Gerkema, Johan van de Koppel, Furu Mienis, Christian Mohn, Max Rietkerk, Karline Soetaert, and Dick van Oevelen
Biogeosciences, 21, 973–992, https://doi.org/10.5194/bg-21-973-2024, https://doi.org/10.5194/bg-21-973-2024, 2024
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Combining hydrodynamic simulations and annotated videos, we separated which hydrodynamic variables that determine reef cover are engineered by cold-water corals and which are not. Around coral mounds, hydrodynamic zones seem to create a typical reef zonation, restricting corals from moving deeper (the expected response to climate warming). But non-engineered downward velocities in winter (e.g. deep winter mixing) seem more important for coral reef growth than coral engineering.
Xiaoke Xin, Giulia Faucher, and Ulf Riebesell
Biogeosciences, 21, 761–772, https://doi.org/10.5194/bg-21-761-2024, https://doi.org/10.5194/bg-21-761-2024, 2024
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Ocean alkalinity enhancement (OAE) is a promising approach to remove CO2 by accelerating natural rock weathering. However, some of the alkaline substances contain trace metals which could be toxic to marine life. By exposing three representative phytoplankton species to Ni released from alkaline materials, we observed varying responses of phytoplankton to nickel concentrations, suggesting caution should be taken and toxic thresholds should be avoided in OAE with Ni-rich materials.
Olmo Miguez-Salas, Angelika Brandt, Henry Knauber, and Torben Riehl
Biogeosciences, 21, 641–655, https://doi.org/10.5194/bg-21-641-2024, https://doi.org/10.5194/bg-21-641-2024, 2024
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In the deep sea, the interaction between benthic fauna (tracemakers) and substrate can be preserved as traces (i.e. lebensspuren), which are common features of seafloor landscapes, rendering them promising proxies for inferring biodiversity from marine images. No general correlation was observed between traces and benthic fauna. However, a local correlation was observed between specific stations depending on unknown tracemakers, tracemaker behaviour, and lebensspuren morphotypes.
Cale A. Miller, Pierre Urrutti, Jean-Pierre Gattuso, Steeve Comeau, Anaïs Lebrun, Samir Alliouane, Robert W. Schlegel, and Frédéric Gazeau
Biogeosciences, 21, 315–333, https://doi.org/10.5194/bg-21-315-2024, https://doi.org/10.5194/bg-21-315-2024, 2024
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This work describes an experimental system that can replicate and manipulate environmental conditions in marine or aquatic systems. Here, we show how the temperature and salinity of seawater delivered from a fjord is manipulated to experimental tanks on land. By constantly monitoring temperature and salinity in each tank via a computer program, the system continuously adjusts automated flow valves to ensure the seawater in each tank matches the targeted experimental conditions.
Rachel A. Kruft Welton, George Hoppit, Daniela N. Schmidt, James D. Witts, and Benjamin C. Moon
Biogeosciences, 21, 223–239, https://doi.org/10.5194/bg-21-223-2024, https://doi.org/10.5194/bg-21-223-2024, 2024
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We conducted a meta-analysis of known experimental literature examining how marine bivalve growth rates respond to climate change. Growth is usually negatively impacted by climate change. Bivalve eggs/larva are generally more vulnerable than either juveniles or adults. Available data on the bivalve response to climate stressors are biased towards early growth stages (commercially important in the Global North), and many families have only single experiments examining climate change impacts.
Vincent Mouchi, Christophe Pecheyran, Fanny Claverie, Cécile Cathalot, Marjolaine Matabos, Yoan Germain, Olivier Rouxel, Didier Jollivet, Thomas Broquet, and Thierry Comtet
Biogeosciences, 21, 145–160, https://doi.org/10.5194/bg-21-145-2024, https://doi.org/10.5194/bg-21-145-2024, 2024
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The impact of deep-sea mining will depend critically on the ability of larval dispersal of hydrothermal mollusks to connect and replenish natural populations. However, assessing connectivity is extremely challenging, especially in the deep sea. Here, we investigate the potential of using the chemical composition of larval shells to discriminate larval origins between multiple hydrothermal sites in the southwest Pacific. Our results confirm that this method can be applied with high accuracy.
Anna-Marie Winter, Nadezda Vasilyeva, and Artem Vladimirov
Biogeosciences, 20, 3683–3716, https://doi.org/10.5194/bg-20-3683-2023, https://doi.org/10.5194/bg-20-3683-2023, 2023
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There is an increasing number of fish in poor state, and many do not recover, even when fishing pressure is ceased. An Allee effect can hinder population recovery because it suppresses the fish's productivity at low abundance. With a model fitted to 17 Atlantic cod stocks, we find that ocean warming and fishing can cause an Allee effect. If present, the Allee effect hinders fish recovery. This shows that Allee effects are dynamic, not uncommon, and calls for precautionary management measures.
Afrah Alothman, Daffne López-Sandoval, Carlos M. Duarte, and Susana Agustí
Biogeosciences, 20, 3613–3624, https://doi.org/10.5194/bg-20-3613-2023, https://doi.org/10.5194/bg-20-3613-2023, 2023
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This study investigates bacterial dissolved inorganic carbon (DIC) fixation in the Red Sea, an oligotrophic ecosystem, using stable-isotope labeling and spectroscopy. The research reveals that bacterial DIC fixation significantly contributes to total DIC fixation, in the surface and deep water. The study demonstrates that as primary production decreases, the role of bacterial DIC fixation increases, emphasizing its importance with photosynthesis in estimating oceanic carbon dioxide production.
Arianna Zampollo, Thomas Cornulier, Rory O'Hara Murray, Jacqueline Fiona Tweddle, James Dunning, and Beth E. Scott
Biogeosciences, 20, 3593–3611, https://doi.org/10.5194/bg-20-3593-2023, https://doi.org/10.5194/bg-20-3593-2023, 2023
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This paper highlights the use of the bottom mixed layer depth (BMLD: depth between the end of the pycnocline and the mixed layer below) to investigate subsurface Chlorophyll a (a proxy of primary production) in temperate stratified shelf waters. The strict correlation between subsurface Chl a and BMLD becomes relevant in shelf-productive waters where multiple stressors (e.g. offshore infrastructure) will change the stratification--mixing balance and related carbon fluxes.
Marco Fusi, Sylvain Rigaud, Giovanna Guadagnin, Alberto Barausse, Ramona Marasco, Daniele Daffonchio, Julie Régis, Louison Huchet, Capucine Camin, Laura Pettit, Cristina Vina-Herbon, and Folco Giomi
Biogeosciences, 20, 3509–3521, https://doi.org/10.5194/bg-20-3509-2023, https://doi.org/10.5194/bg-20-3509-2023, 2023
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Oxygen availability in marine water and freshwater is very variable at daily and seasonal scales. The dynamic nature of oxygen fluctuations has important consequences for animal and microbe physiology and ecology, yet it is not fully understood. In this paper, we showed the heterogeneous nature of the aquatic oxygen landscape, which we defined here as the
oxyscape, and we addressed the importance of considering the oxyscape in the modelling and managing of aquatic ecosystems.
Anne L. Morée, Tayler M. Clarke, William W. L. Cheung, and Thomas L. Frölicher
Biogeosciences, 20, 2425–2454, https://doi.org/10.5194/bg-20-2425-2023, https://doi.org/10.5194/bg-20-2425-2023, 2023
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Ocean temperature and oxygen shape marine habitats together with species’ characteristics. We calculated the impacts of projected 21st-century warming and oxygen loss on the contemporary habitat volume of 47 marine species and described the drivers of these impacts. Most species lose less than 5 % of their habitat at 2 °C of global warming, but some species incur losses 2–3 times greater than that. We also calculate which species may be most vulnerable to climate change and why this is the case.
Markus A. Min, David M. Needham, Sebastian Sudek, Nathan Kobun Truelove, Kathleen J. Pitz, Gabriela M. Chavez, Camille Poirier, Bente Gardeler, Elisabeth von der Esch, Andrea Ludwig, Ulf Riebesell, Alexandra Z. Worden, and Francisco P. Chavez
Biogeosciences, 20, 1277–1298, https://doi.org/10.5194/bg-20-1277-2023, https://doi.org/10.5194/bg-20-1277-2023, 2023
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Emerging molecular methods provide new ways of understanding how marine communities respond to changes in ocean conditions. Here, environmental DNA was used to track the temporal evolution of biological communities in the Peruvian coastal upwelling system and in an adjacent enclosure where upwelling was simulated. We found that the two communities quickly diverged, with the open ocean being one found during upwelling and the enclosure evolving to one found under stratified conditions.
Wojciech Majewski, Witold Szczuciński, and Andrew J. Gooday
Biogeosciences, 20, 523–544, https://doi.org/10.5194/bg-20-523-2023, https://doi.org/10.5194/bg-20-523-2023, 2023
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We studied foraminifera living in the fjords of South Georgia, a sub-Antarctic island sensitive to climate change. As conditions in water and on the seafloor vary, different associations of these microorganisms dominate far inside, in the middle, and near fjord openings. Assemblages in inner and middle parts of fjords are specific to South Georgia, but they may become widespread with anticipated warming. These results are important for interpretating fossil records and monitoring future change.
Allanah Joy Paul, Lennart Thomas Bach, Javier Arístegui, Elisabeth von der Esch, Nauzet Hernández-Hernández, Jonna Piiparinen, Laura Ramajo, Kristian Spilling, and Ulf Riebesell
Biogeosciences, 19, 5911–5926, https://doi.org/10.5194/bg-19-5911-2022, https://doi.org/10.5194/bg-19-5911-2022, 2022
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We investigated how different deep water chemistry and biology modulate the response of surface phytoplankton communities to upwelling in the Peruvian coastal zone. Our results show that the most influential drivers were the ratio of inorganic nutrients (N : P) and the microbial community present in upwelling source water. These led to unexpected and variable development in the phytoplankton assemblage that could not be predicted by the amount of inorganic nutrients alone.
Hanna M. Kauko, Philipp Assmy, Ilka Peeken, Magdalena Różańska-Pluta, Józef M. Wiktor, Gunnar Bratbak, Asmita Singh, Thomas J. Ryan-Keogh, and Sebastien Moreau
Biogeosciences, 19, 5449–5482, https://doi.org/10.5194/bg-19-5449-2022, https://doi.org/10.5194/bg-19-5449-2022, 2022
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This article studies phytoplankton (microscopic
plantsin the ocean capable of photosynthesis) in Kong Håkon VII Hav in the Southern Ocean. Different species play different roles in the ecosystem, and it is therefore important to assess the species composition. We observed that phytoplankton blooms in this area are formed by large diatoms with strong silica armors, which can lead to high silica (and sometimes carbon) export to depth and be important prey for krill.
Chloe Carbonne, Steeve Comeau, Phoebe T. W. Chan, Keyla Plichon, Jean-Pierre Gattuso, and Núria Teixidó
Biogeosciences, 19, 4767–4777, https://doi.org/10.5194/bg-19-4767-2022, https://doi.org/10.5194/bg-19-4767-2022, 2022
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For the first time, our study highlights the synergistic effects of a 9-month warming and acidification combined stress on the early life stages of a Mediterranean azooxanthellate coral, Astroides calycularis. Our results predict a decrease in dispersion, settlement, post-settlement linear extention, budding and survival under future global change and that larvae and recruits of A. calycularis are stages of interest for this Mediterranean coral resistance, resilience and conservation.
Iris E. Hendriks, Anna Escolano-Moltó, Susana Flecha, Raquel Vaquer-Sunyer, Marlene Wesselmann, and Núria Marbà
Biogeosciences, 19, 4619–4637, https://doi.org/10.5194/bg-19-4619-2022, https://doi.org/10.5194/bg-19-4619-2022, 2022
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Seagrasses are marine plants with the capacity to act as carbon sinks due to their high primary productivity, using carbon for growth. This capacity can play a key role in climate change mitigation. We compiled and published data showing that two Mediterranean seagrass species have different metabolic rates, while the study method influences the rates of the measurements. Most communities act as carbon sinks, while the western basin might be more productive than the eastern Mediterranean.
Raúl Tapia, Sze Ling Ho, Hui-Yu Wang, Jeroen Groeneveld, and Mahyar Mohtadi
Biogeosciences, 19, 3185–3208, https://doi.org/10.5194/bg-19-3185-2022, https://doi.org/10.5194/bg-19-3185-2022, 2022
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We report census counts of planktic foraminifera in depth-stratified plankton net samples off Indonesia. Our results show that the vertical distribution of foraminifera species routinely used in paleoceanographic reconstructions varies in hydrographically distinct regions, likely in response to food availability. Consequently, the thermal gradient based on mixed layer and thermocline dwellers also differs for these regions, suggesting potential implications for paleoceanographic reconstructions.
Ricardo González-Gil, Neil S. Banas, Eileen Bresnan, and Michael R. Heath
Biogeosciences, 19, 2417–2426, https://doi.org/10.5194/bg-19-2417-2022, https://doi.org/10.5194/bg-19-2417-2022, 2022
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In oceanic waters, the accumulation of phytoplankton biomass in winter, when light still limits growth, is attributed to a decrease in grazing as the mixed layer deepens. However, in coastal areas, it is not clear whether winter biomass can accumulate without this deepening. Using 21 years of weekly data, we found that in the Scottish coastal North Sea, the seasonal increase in light availability triggers the accumulation of phytoplankton biomass in winter, when light limitation is strongest.
Birgit Koehler, Mårten Erlandsson, Martin Karlsson, and Lena Bergström
Biogeosciences, 19, 2295–2312, https://doi.org/10.5194/bg-19-2295-2022, https://doi.org/10.5194/bg-19-2295-2022, 2022
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Understanding species richness patterns remains a challenge for biodiversity management. We estimated fish species richness over a coastal salinity gradient (3–32) with a method that allowed comparing data from various sources. Species richness was 3-fold higher at high vs. low salinity, and salinity influenced species’ habitat preference, mobility and feeding type. If climate change causes upper-layer freshening of the Baltic Sea, further shifts along the identified patterns may be expected.
Uri Obolski, Thomas Wichard, Alvaro Israel, Alexander Golberg, and Alexander Liberzon
Biogeosciences, 19, 2263–2271, https://doi.org/10.5194/bg-19-2263-2022, https://doi.org/10.5194/bg-19-2263-2022, 2022
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The algal genus Ulva plays a major role in coastal ecosystems worldwide and is a promising prospect as an seagriculture crop. A substantial hindrance to cultivating Ulva arises from sudden sporulation, leading to biomass loss. This process is not yet well understood. Here, we characterize the dynamics of Ulva growth, considering the potential impact of sporulation inhibitors, using a mathematical model. Our findings are an essential step towards understanding the dynamics of Ulva growth.
Emanuela Fanelli, Samuele Menicucci, Sara Malavolti, Andrea De Felice, and Iole Leonori
Biogeosciences, 19, 1833–1851, https://doi.org/10.5194/bg-19-1833-2022, https://doi.org/10.5194/bg-19-1833-2022, 2022
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Zooplankton play a key role in marine ecosystems, forming the base of the marine food web and a link between primary producers and higher-order consumers, such as fish. This aspect is crucial in the Adriatic basin, one of the most productive and overexploited areas of the Mediterranean Sea. A better understanding of community and food web structure and their response to water mass changes is essential under a global warming scenario, as zooplankton are sensitive to climate change.
Masaya Yoshikai, Takashi Nakamura, Rempei Suwa, Sahadev Sharma, Rene Rollon, Jun Yasuoka, Ryohei Egawa, and Kazuo Nadaoka
Biogeosciences, 19, 1813–1832, https://doi.org/10.5194/bg-19-1813-2022, https://doi.org/10.5194/bg-19-1813-2022, 2022
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This study presents a new individual-based vegetation model to investigate salinity control on mangrove productivity. The model incorporates plant hydraulics and tree competition and predicts unique and complex patterns of mangrove forest structures that vary across soil salinity gradients. The presented model does not hold an empirical expression of salinity influence on productivity and thus may provide a better understanding of mangrove forest dynamics in future climate change.
Coulson A. Lantz, William Leggat, Jessica L. Bergman, Alexander Fordyce, Charlotte Page, Thomas Mesaglio, and Tracy D. Ainsworth
Biogeosciences, 19, 891–906, https://doi.org/10.5194/bg-19-891-2022, https://doi.org/10.5194/bg-19-891-2022, 2022
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Coral bleaching events continue to drive the degradation of coral reefs worldwide. In this study we measured rates of daytime coral reef community calcification and photosynthesis during a reef-wide bleaching event. Despite a measured decline in coral health across several taxa, there was no change in overall daytime community calcification and photosynthesis. These findings highlight potential limitations of these community-level metrics to reflect actual changes in coral health.
Hyewon Heather Kim, Jeff S. Bowman, Ya-Wei Luo, Hugh W. Ducklow, Oscar M. Schofield, Deborah K. Steinberg, and Scott C. Doney
Biogeosciences, 19, 117–136, https://doi.org/10.5194/bg-19-117-2022, https://doi.org/10.5194/bg-19-117-2022, 2022
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Heterotrophic marine bacteria are tiny organisms responsible for taking up organic matter in the ocean. Using a modeling approach, this study shows that characteristics (taxonomy and physiology) of bacteria are associated with a subset of ecological processes in the coastal West Antarctic Peninsula region, a system susceptible to global climate change. This study also suggests that bacteria will become more active, in particular large-sized cells, in response to changing climates in the region.
Alice E. Webb, Didier M. de Bakker, Karline Soetaert, Tamara da Costa, Steven M. A. C. van Heuven, Fleur C. van Duyl, Gert-Jan Reichart, and Lennart J. de Nooijer
Biogeosciences, 18, 6501–6516, https://doi.org/10.5194/bg-18-6501-2021, https://doi.org/10.5194/bg-18-6501-2021, 2021
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The biogeochemical behaviour of shallow reef communities is quantified to better understand the impact of habitat degradation and species composition shifts on reef functioning. The reef communities investigated barely support reef functions that are usually ascribed to conventional coral reefs, and the overall biogeochemical behaviour is found to be similar regardless of substrate type. This suggests a decrease in functional diversity which may therefore limit services provided by this reef.
Emmanuel Devred, Andrea Hilborn, and Cornelia Elizabeth den Heyer
Biogeosciences, 18, 6115–6132, https://doi.org/10.5194/bg-18-6115-2021, https://doi.org/10.5194/bg-18-6115-2021, 2021
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A theoretical model of grey seal seasonal abundance on Sable Island (SI) coupled with chlorophyll-a concentration [chl-a] measured by satellite revealed the impact of seal nitrogen fertilization on the surrounding waters of SI, Canada. The increase in seals from about 100 000 in 2003 to about 360 000 in 2018 during the breeding season is consistent with an increase in [chl-a] leeward of SI. The increase in seal abundance explains 8 % of the [chl-a] increase.
Julie Meilland, Michael Siccha, Maike Kaffenberger, Jelle Bijma, and Michal Kucera
Biogeosciences, 18, 5789–5809, https://doi.org/10.5194/bg-18-5789-2021, https://doi.org/10.5194/bg-18-5789-2021, 2021
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Planktonic foraminifera population dynamics has long been assumed to be controlled by synchronous reproduction and ontogenetic vertical migration (OVM). Due to contradictory observations, this concept became controversial. We here test it in the Atlantic ocean for four species of foraminifera representing the main clades. Our observations support the existence of synchronised reproduction and OVM but show that more than half of the population does not follow the canonical trajectory.
Federica Maggioni, Mireille Pujo-Pay, Jérome Aucan, Carlo Cerrano, Barbara Calcinai, Claude Payri, Francesca Benzoni, Yves Letourneur, and Riccardo Rodolfo-Metalpa
Biogeosciences, 18, 5117–5140, https://doi.org/10.5194/bg-18-5117-2021, https://doi.org/10.5194/bg-18-5117-2021, 2021
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Based on current experimental evidence, climate change will affect up to 90 % of coral reefs worldwide. The originality of this study arises from our recent discovery of an exceptional study site where environmental conditions (temperature, pH, and oxygen) are even worse than those forecasted for the future.
While these conditions are generally recognized as unfavorable for marine life, we found a rich and abundant coral reef thriving under such extreme environmental conditions.
Nisan Sariaslan and Martin R. Langer
Biogeosciences, 18, 4073–4090, https://doi.org/10.5194/bg-18-4073-2021, https://doi.org/10.5194/bg-18-4073-2021, 2021
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Analyses of foraminiferal assemblages from the Mamanguape mangrove estuary (northern Brazil) revealed highly diverse, species-rich, and structurally complex biotas. The atypical fauna resembles shallow-water offshore assemblages and are interpreted to be the result of highly saline ocean waters penetrating deep into the estuary. The findings contrast with previous studies, have implications for the fossil record, and provide novel perspectives for reconstructing mangrove environments.
Jutta E. Wollenburg, Jelle Bijma, Charlotte Cremer, Ulf Bickmeyer, and Zora Mila Colomba Zittier
Biogeosciences, 18, 3903–3915, https://doi.org/10.5194/bg-18-3903-2021, https://doi.org/10.5194/bg-18-3903-2021, 2021
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Cultured at in situ high-pressure conditions Cibicides and Cibicidoides taxa develop lasting ectoplasmic structures that cannot be retracted or resorbed. An ectoplasmic envelope surrounds their test and may protect the shell, e.g. versus carbonate aggressive bottom water conditions. Ectoplasmic roots likely anchor the specimens in areas of strong bottom water currents, trees enable them to elevate themselves above ground, and twigs stabilize and guide the retractable pseudopodial network.
Kumar Nimit
Biogeosciences, 18, 3631–3635, https://doi.org/10.5194/bg-18-3631-2021, https://doi.org/10.5194/bg-18-3631-2021, 2021
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The Indian Ocean Rim hosts many of the underdeveloped and emerging economies that depend on ocean resources for the livelihood of millions. Operational ocean information services cater to the requirements of resource managers and end-users to efficiently harness resources, mitigate threats and ensure safety. This paper outlines existing tools and explores the ongoing research that has the potential to convert the findings into operational services in the near- to midterm.
Finn Mielck, Rune Michaelis, H. Christian Hass, Sarah Hertel, Caroline Ganal, and Werner Armonies
Biogeosciences, 18, 3565–3577, https://doi.org/10.5194/bg-18-3565-2021, https://doi.org/10.5194/bg-18-3565-2021, 2021
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Marine sand mining is becoming more and more important to nourish fragile coastlines that face global change. We investigated the largest sand extraction site in the German Bight. The study reveals that after more than 35 years of mining, the excavation pits are still detectable on the seafloor while the sediment composition has largely changed. The organic communities living in and on the seafloor were strongly decimated, and no recovery is observable towards previous conditions.
France Van Wambeke, Elvira Pulido, Philippe Catala, Julie Dinasquet, Kahina Djaoudi, Anja Engel, Marc Garel, Sophie Guasco, Barbara Marie, Sandra Nunige, Vincent Taillandier, Birthe Zäncker, and Christian Tamburini
Biogeosciences, 18, 2301–2323, https://doi.org/10.5194/bg-18-2301-2021, https://doi.org/10.5194/bg-18-2301-2021, 2021
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Michaelis–Menten kinetics were determined for alkaline phosphatase, aminopeptidase and β-glucosidase in the Mediterranean Sea. Although the ectoenzymatic-hydrolysis contribution to heterotrophic prokaryotic needs was high in terms of N, it was low in terms of C. This study points out the biases in interpretation of the relative differences in activities among the three tested enzymes in regard to the choice of added concentrations of fluorogenic substrates.
Oscar E. Romero, Simon Ramondenc, and Gerhard Fischer
Biogeosciences, 18, 1873–1891, https://doi.org/10.5194/bg-18-1873-2021, https://doi.org/10.5194/bg-18-1873-2021, 2021
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Upwelling intensity along NW Africa varies on the interannual to decadal timescale. Understanding its changes is key for the prediction of future changes of CO2 sequestration in the northeastern Atlantic. Based on a multiyear (1988–2009) sediment trap experiment at the site CBmeso, fluxes and the species composition of the diatom assemblage are presented. Our data help in establishing the scientific basis for forecasting and modeling future states of this ecosystem and its decadal changes.
Cited articles
Acevedo-Trejos, E., Brandt, G., Bruggeman, J., and Merico, A.: Mechanisms
shaping size structure and functional diversity og phytoplankton communities
in the ocean, Sci. Rep.-UK, 5, 8918, https://doi.org/10.1038/srep08918, 2015.
Acevedo-Trejos, E., Marañón, E., and Merico, A: Phytoplankton size
diversity and ecosystem function relationships across oceanic regions, P.
R. Soc. B., 285, 20180621, https://doi.org/10.1098/rspb.2018.0621, 2018.
Agawin, N. S. R. and Agustí, S.: Abundance, frequency of dividing
cells and growth rates of Synechococcus sp. (cyanobacteria) in the stratified Northwest
Mediterranean Sea, J. Plankton Res., 19, 1599–1615, 1997.
Agawin, N. S. R., Rabouille, S., Veldhuis, M. J. W., Servatius, L., Hol, S., van
Overzee, H. M. J., and Huisman, J.: Competition and facilitation between
unicellular nitrogen-fixing cyanobacteria and non-nitrogen-fixing
phytoplankton species, Limnol. Oceanogr., 52, 2233–2248, 2007.
Allen, A. P., Gillooly, J. F., and Brown, J. H.: Recasting the species–energy
hypothesis: the different roles of kinetic and potential energy in
regulating biodiversity, in: Scaling biodiversity, edited by: Storch, D., Marquet, P. A., and Brown, J. H.,
283–299, Cambridge University Press, Cambridge, 2007.
Armstrong, R. A.: Grazing limitation and nutrient limitation in marine
ecosystems: steady state solutions of an ecosystem model with multiple food
chains, Limnol. Oceanogr., 39, 597–608, 1994.
Baird, M. E., One, R. R., Suthers, I. M., and Middleton, J. H.: A plankton
population model with biomechanics descriptions of biological processes in
an idealized 2D ocean basin, J. Marine Syst., 50, 199–222, 2004.
Barton, A. D., Dutkiewicz, S., Flierl, G., Bragg, J., and Follows, M. J.:
Patterns of Diversity in Marine Phytoplankton, Science, 327, 5972,
https://doi.org/10.1126/science.1184961, 2010.
Barton, A. D., Finkel, Z. V., Ward, B. A., Johns, D. G., and Follows, M. J.: On the
roles of cell size and trophic strategy in North Atlantic diatom and
dinoflagellate communities, Limnol. Oceanogr., 58, 254–266,
https://doi.org/10.4319/lo.2013.58.1.0254, 2013.
Barton, A. D., Irwin, A. J., Finkel, Z. V., and Stock, C.: Anthropogenic climate
change drives shift and shuffle in North Atlantic phytoplankton communities,
P. Natl. Acad. Sci. USA, 113, 2964–2969, 2016.
Beardall, J., Allen, D., Bragg, J., Finkel, Z. V., Flynn, K. J., Quigg,
A., Rees, T. A. V., Richardson, A., and Raven, J. A.: Allometry and
stoichiometry of unicellular, colonial and multicellular phytoplankton, New
Phytol., Tansley Review, 181, 295–309,
https://doi.org/10.1111/j.1469-8137.2008.02660.x, 2008.
Bec, B., Collos, Y., Vaquer, A., Mouillot, D., and Sourchu, P.: Growth rate
peaks at intermediate cell size in marine photosynthetic picoeukaryotes,
Limnol. Oceanogr., 53, 863–867, 2008.
Bergman, B., Sandh, G., Lin, S., Larsson, J., and Carpenter,
E. J.: Trichodesmium – a widespread marine cyanobacterium with unusual nitrogen fixation
properties, FEMS Microbiol. Rev., 37, 286–302, 2013.
Bissenger, J. E., Montagnes, D. J. S., Harples, J., and Atkinson, D.:
Predicting marine phytoplankton maximum growth rates from temperature:
Improving on the Eppley curve using quantile regression, Limnol. Oceangr., 53,
487–493, 2008.
Boatman, T. G., Lawson, T., and Geider, R. J.: A key marine diazotroph in a
changing ocean: The interacting effects of temperature, CO2 and light on the
growth of Trichodesmium erythraeum IMS101, PLOS ONE, 12, e0168796, https://doi.org/10.1371/journal.pone.0168796,
2017.
Boyd, P., Rynearson, T. A., Armstrong, E. A., Fu, F., Hayashi, K.,
Hu, Z., Hutchins, D. A., Kudela, R. M., Litchman, E.,
Mulholland, M. R., Passow, U., Strzepek, R. F., Whittaker, K. A., Yu, E.,
and Thomas M. K.: Marine phytoplankton temperature versus growth response from
polar to tropical waters – outcome of a scientific community-wide study,
PlosOne, 8, e63091, https://doi.org/10.1371/journal.pone.0063091, 2013.
Breitbarth, E., Wohler, J., Klas, J., LaRoche, J., and Peekan, I.: Nitrogen
fixation and growth rates of Trichodesmium IMS101 as a function of light intensity, Mar.
Ecol.-Prog. Ser., 359, 25–36, 2008.
Buitenhuis, E. T., Pangerc, T., Franklin, D. J., Le Quere, C., and Malin, G.:
Growth rates of six coccolithophorid strains as a function of temperature,
Limnol. Oceanogr., 53, 1181–1185, 2008.
Buitenhuis, E. T., Li, W. K. W., Vaulot, D., Lomas, M. W., Landry, M. R., Partensky, F., Karl, D. M., Ulloa, O., Campbell, L., Jacquet, S., Lantoine, F., Chavez, F., Macias, D., Gosselin, M., and McManus, G. B.: Picophytoplankton biomass distribution in the global ocean, Earth Syst. Sci. Data, 4, 37–46, https://doi.org/10.5194/essd-4-37-2012, 2012.
Buitenhuis, E. T., Vogt, M., Moriarty, R., Bednaršek, N., Doney, S. C., Leblanc, K., Le Quéré, C., Luo, Y.-W., O'Brien, C., O'Brien, T., Peloquin, J., Schiebel, R., and Swan, C.: MAREDAT: towards a world atlas of MARine Ecosystem DATa, Earth Syst. Sci. Data, 5, 227–239, https://doi.org/10.5194/essd-5-227-2013, 2013.
Busseni, G.: Exploring diatom functional and taxonomic diversity on a global
scale through an integrative approach, Doctoral Dissertation, The Open
University and Statione Zoologica Anton Dohrn Napoli, Naples, Italy, 2018.
Cardinale, B. J., Hillebrand, H., Harpole, W. S., Gross, K., and Ptacnik, R.:
Separating the influence of resource “availability” from resource
“imbalance” on productivity diversity relationships, Ecol. Lett., 12, 475–487, https://doi.org/10.1111/j.1461-0248.2009.01317.x, 2009.
Cardinale, B. J., Matulich, K. L., Hooper, D. U., Byrnes, J. E., Duffy, E.,
Gamfeldt, L., Balvanera, P., O'Connor, M. I., and Gonzalez, A.: The
functional role of producer diversity in ecosystems, Am. J. Bot., 98,
572–592, https://doi.org/10.3732/ajb.1000364, 2011.
Cermeño, P., Dutkiewicz, S., Falkowski, P. G., Follows, M. J., Harris,
R. P., and Schofield, O.: The role of oceanic nutricline depth in regulating
Earth's carbon cycle, P. Natl. Acad. Sci. USA, 105, 20344–20349,
https://doi.org/10.1073/pnas.0811302106, 2008.
Cermeño, P., Rodriguez-Ramos, T., Dornelas, M., Figueiras, F.,
Marañón, E., Teixeira, I. G., and Vallina, S. M.: Species richness in
marine phytoplankton communities is not correlated to ecosystem
productivity, Mar. Ecol.-Prog. Ser., 488, 1–9, https://doi.org/10.3354/meps10443, 2013.
Cermeño, P., Chouciño, P., Fernández-Castro, B., Figueiras,
F. G., Marañón, E., Marrasé, C., Mouriño-Carballido, B.,
Pérez-Lorenzo, M., Rodríguez-Ramos, T., Teixeira, I. G., and Vallina,
S. M.: Marine Primary Productivity Is Driven by a Selection Effect, Front.
Mar. Sci., 3, 173, https://doi.org/10.3389/fmars.2016.00173, 2016.
Chaudhary, C., Saeedi, H., and Costello, M. J.: Bimodality of latitudinal
gradients in marine species richness, Trends Ecol. Evol., 31,
670–676, 2016.
Christaki, U., Jacquet, S., Dolan, J. R., Vaulot, D., and Rassoulzadegan, F.:
Differential grazing and growth on Prochlorococcus and Synechococcus by two contrasting ciliates, Limnol.
Oceanogr., 44, 52–61, 1999.
Chust, G., Irigoien, X., Chave, J., and Harris, R. P.: Latitudinal
phytoplankton distribution and the neutral theory of biodiversity, Global
Ecol. Biogeogr., 22, 531–543, 2013.
Clayton, S., Dutkiewicz, S., Jahn, O., and Follows, M. J.: Dispersal, eddies,
and the diversity of marine phytoplankton, Limnol. Oceanogr.: Fluids and
Environments, 3, 182–197, 2013.
Clayton, S., Dutkiewicz, S., Jahn, O., Hill, C., Heimbach, P., and Follows, M. J.: Biogeochemical versus ecological consequences of modeled ocean physics, Biogeosciences, 14, 2877–2889, https://doi.org/10.5194/bg-14-2877-2017, 2017.
de Vargas, C., Audic, S., Henry, N., Decelle, J., Mahé, F., Logares, R.,
Lara, E., Berney, C., Le Bescot, N., Probert, I., Carmichael, M., Poulain,
J., Romac, S., Colin, S., Aury, J.-M., Bittner, L., Chaffron, S., Dunthorn,
M., Engelen, S., Flegontova, O., Guidi, L., Horák, A., Jaillon, O.,
Lima-Mendez, G., Lukeš, J., Malviya, S., Morard, R., Mulot, M., Scalco,
E., Siano, R., Vincent, F., Zingone, A., Dimier, C., Picheral, M., Searson,
S., Kandels-Lewis, S., Tara Oceans Coordinators, Acinas, S. G. Bork, P.,
Bowler, C., Gorsky, G., Grimsley, N., Hingamp, P., udicone, D., Not, F.,
Ogata, H., Pesant, S., Raes, J., Sieracki, M. E., Speich, S., Stemmann,L.,
Sunagawa, S., Weissenbach, J., Wincker, P., and Karsenti, E.: Eukaryotic
plankton diversity in the sunlit
ocean, Science, 348, 1261605, https://doi.org/10.1126/Science.1261605, 2015.
Dutkiewicz, S.: Diversity Model Output, Harvard Dataverse, V1, https://doi.org/10.7910/DVN/JUQCFG, 2019.
Dutkiewicz, S. and Jahn, O.: Diversity Model Code, Harvard Dataverse, V1, https://doi.org/10.7910/DVN/EOTT9H, 2019.
Dutkiewicz, S., Follows, M. J., and Bragg, J. G.: Modeling the coupling of
ocean ecology and biogeochemistry, Global Biogeochem. Cy., 23, GB4017,
https://doi.org/10.1029/2008GB003405, 2009.
Dutkiewicz, S., Ward, B. A., Monteiro, F., and Follows, M. J.: Interconnection
between nitrogen fixers and iron in the Pacific Ocean: Theory and numerical
model, Global Biogeochem. Cy., 26, GB1012, https://doi.org/10.1029/2011GB004039,
2012.
Dutkiewicz, S., Ward, B. A., Scott, J. R., and Follows, M. J.: Understanding predicted shifts in diazotroph biogeography using resource competition theory, Biogeosciences, 11, 5445–5461, https://doi.org/10.5194/bg-11-5445-2014, 2014.
Dutkiewicz, S., Hickman, A. E., Jahn, O., Gregg, W. W., Mouw, C. B., and Follows, M. J.: Capturing optically important constituents and properties in a marine biogeochemical and ecosystem model, Biogeosciences, 12, 4447–4481, https://doi.org/10.5194/bg-12-4447-2015, 2015a.
Dutkiewicz, S., Morris, J., Follows, M. J., Scott, J., Levitan, O.,
Dyhrman, S., and Berman-Frank, I.: Impact of ocean acidification on the
structure of future phytoplankton communities, Nature Climate Change, 5, 1002–1006,
https://doi.org/10.1038/nclimate2722, 2015b.
Edwards, K. F., Klausmeier, C. A., and Litchman, E.: Evidence for a three-way
trade-off between nitrogen and phosphorus competitive abilities and cell
size in phytoplankton, Ecology, 92, 2085–2095, 2011.
Edwards, K. F., Thomas, M. K., Klausmeier, C. A., and Litchman, E.: Allometric
scaling and taxonomic variation in nutrient utilization traits and maximum
growth rate of phytoplankton, Limnol. Oceanogr., 57, 554–566, 2012.
Eppley, R. W.: Temperature and phytoplankton growth in the sea, Fish. Bull.,
70, 1063–1085, 1972.
Falkowski, P. G., Barber, R. T., and Smetacek, V.: Biogeochemical controls and
feedback on ocean primary production, Science, 281, 200–206,
https://doi.org/10.1126/science.281.5374.200, 1998.
Fenchel, T. M.: Ecology of Protozoa, Springer, Berlin Heidelberg, p. 187, 1987.
Finkel, Z. and Irwin, A. J.: Modeling size-dependent photosynthesis: light
absorption and the allometric rule, J. Theor. Biol., 204,
361–369, https://doi.org/10.1006/jtbi.2000.2020, 2000.
Finkel, Z. V., Beardall, J., Flynn, K. J., Quigg, A., Rees, T. A. V., and
Raven, J. A.: Phytoplankton in a changing world: cell size and elemental
stoichiometry, J. Plankton Res., 32, 119–137, 2010.
Follows, M. J., Dutkiewicz, S., Ward, B. A., and Follett, C. N.: Theoretical
interpretation of subtropical plankton biogeography, in: Microbial Ecology of the Oceans, edited by: Gasol, J. and Kirshman, D., 3rd Edn.,
John Wiley, Hoboken, NJ, p. 467, 2018.
Follett, C. L., Dutkiewicz, S., Karl, D. M., Inomura, K., and Follows, M. J.:
Why is there a summertime bloom of diatom-diazotroph associations in the
North Pacific subtropical gyre?, ISME J., 12, 1543–1557, https://doi.org/10.1038/s41396-017-0012-x,
2018.
Fuhrman, J. A.: Microbial community structure and its functional implications,
Nature, 459, 193–199, 2009.
Garcia, N. S. and Hutchins, D. A.: Light-limited growth rates modulate nitrate inhibition of dinitrogen fixation in the marine unicellular cyanobacterium Crocosphaera watsonii, PLOS ONE, 9, e114465, https://doi.org/10.1371/journal.pone.0114465, 2014.
Geider, R. J., MacIntyre, H. L., and Kana, T. M.: A dynamic regulatory model
of photoacclimation to light, nutrient and temperature, Limnol. Oceanogr.,
43, 679–694, 1998.
Grover, J. P.: Dynamics of competition among microalgae in variable
environments: experimental test of alternative models, Oikos, 62, 231–243,
1991a.
Grover, J. P.: Resource competition in a variable environment: phytoplankton
growing according to the variable-internal-stores model, Am. Nat., 138,
811–835, 1991b.
Guidi, L., Stemmann, L., Jackson, G. A., Ibanez, F., Claustre, H., Legendre, L.,
Picheral, M., and Gorsky, G.: Effects of phytoplankton community on
production, size and export of large aggregates: a world-ocean analysis,
Limnol. Oceanogr., 54, 1951–1963, 2009.
Hansen, B. B., Bjornsen, B. W., and Hansen, P. J.: Zooplankton grazing and
growth: Scaling within the 2–2000 mm body size range, Limnol. Oceanogr.,
42, 687–704, https://doi.org/10.4319/lo.1997.42.4.0687, 1997.
Hickman, A. E., Dutkiewicz, S., Williams, R. G., and Follows, M. J.: Modelling
the effects of chromatic adaptation on phytoplankton community structure in
the oligotrophic ocean, Mar. Ecol.-Prog. Ser., 406, 1–17,
https://doi.org/10.3354/meps08588, 2010.
Hillebrand, H.: On the generality of the latitudinal diversity gradient,
Am. Nat., 163, 192–211, 2004.
Hillebrand, H. and Azovsky, A. I.: Body size determines the strength of the
latitudinal diversity gradient, Ecography, 24, 251–256, 2001.
Holling, C. S.: Some characteristics of simple types of predation and
parasitism, Can. Entomol., 91, 385–398, 1959.
Huisman, J. and Weissing, F. J.: Light-limited growth and competition for
light in well mixed aquatic environments: An elementary model, Ecology, 75,
507–520, 1994.
Hutchins, D. A., Fu, F. X., Zhang, Y., Warner, M. E., Feng, Y., Portune, K.,
Bernhardt, P. W., and Mulholland, M. R.: CO2 control of Trichodesmium N-2 fixation,
photosynthesis, growth rates, and elemental ratios: Implications for past,
present, and future ocean biogeochemistry, Limnol. Oceanogr., 52,
1293–1304, https://doi.org/10.4319/lo.2007.52.4.1293, 2007.
Hutchinson, G. E.: The paradox of the plankton, Am. Nat., 95, 137–145, 1961.
Irigoien, X., Huisman, J., and Harris, R. P.: Global biodiversity patterns of
marine phytoplankton and zooplankton, Nature, 429, 863–867, 2004.
Jeong, H. J., Yoo, Y. D., Kim, J. S., Seon, K. A., Kang, N. S., and Kim, T. H.:
Growth, Feeding and Ecological Roles of the Mixotrophic and Heterotrophic
Dinoflagellates in Marine Planktonic Food Webs, Ocean Sci. J., 45, 65–91,
https://doi.org/10.1007/s12601-010-0007-2, 2010.
Johnson, R., Strutton, P. G., Wright, S. W., McMinn, A., and Meiners, K. M.:
Three improved Satellite Chlorophyll algorithms for the Southern Ocean, J.
Geophys. Res.-Oceans, 118, 3694–3703, https://doi.org/10.1002/jgrc.20270, 2013.
Johnson, Z. I. and Martiny, A. C.: Techniques for quantifying phytoplankton
biodiversity, Annu. Rev. Mar. Sci., 7, 299–324, https://doi.org/10.1146/annurev-marine-010814-015902, 2015.
Johnson, Z. I., Zinser, E. R., Coe, A., McNulty, N. P., Woodward, E. M. S.,
and Chisholm, S. W.: Niche partitioning among Prochlorococcus ecotypes along ocean-scale
environmental gradients, Science, 311, 1937–1740, 2006.
Kiorboe, T.: Turbulence, phytoplankton cell size, and the structure of
pelagic food webs, Adv. Mar. Biol., 29, 1–72,
https://doi.org/10.1016/S0065-2881(08)60129-7, 1993.
Kiorboe, T.: A mechanistic approach to plankton ecology, Princeton University Press, Princeton, 224 pp., 2008.
Kooijman, S. A. L. M.: Dynamic Energy and Mass Budget in Biological Systems, Cambridge Univ. Press, Cambridge, UK, 2000.
Kranz, S. A., Levitan, O., Richter, K.-U., Prasil, O., Berman-Frank, I., and
Rost, B.: Combined effects of CO2 and light on the N2-fixing cyanobacterium
Trichodesmium IMS101: Physiological responses, Plant Physiol., 154, 334–345, https://doi.org/10.1104/pp.110.159145, 2010.
Kremer, C. T. and Klausmeier, C. A.: Species packing in eco-evolutionary
models of seasonally fluctuating environments, Ecol. Lett., 20, 1158–1168,
https://doi.org/10.1111/ele.12813, 2017.
Lampert, W.: Zooplankton research: the contribution of limnology to general
ecological paradigms, Aquat. Ecol., 31, 19–27, 1997.
Leblanc, K., Arístegui, J., Armand, L., Assmy, P., Beker, B., Bode, A., Breton, E., Cornet, V., Gibson, J., Gosselin, M.-P., Kopczynska, E., Marshall, H., Peloquin, J., Piontkovski, S., Poulton, A. J., Quéguiner, B., Schiebel, R., Shipe, R., Stefels, J., van Leeuwe, M. A., Varela, M., Widdicombe, C., and Yallop, M.: A global diatom database – abundance, biovolume and biomass in the world ocean, Earth Syst. Sci. Data, 4, 149–165, https://doi.org/10.5194/essd-4-149-2012, 2012.
Lévy, M., Jahn, O., Dutkiewicz, S., and Follows, M. J.: Phytoplankton
diversity and community structure affected by oceanic dispersal and
mesoscale turbulence, Limnol. Oceanogr.: Fluids and Environments, 4, 67–84, https://doi.org/10.1215/21573689-2768549,
2014.
Lévy, M., Jahn, O., Dutkiewicz, S., Follows, M. J., and d'Ovidio, F.: The
dynamical landscape of marine phytoplankton diversity, Journal of Royal
Society Interface, 12, 20150481, https://doi.org/10.1098/rsif.2015.0481, 2015.
Lewandowska, A. M. Biermann, A., Borer, E. T., Cebrian-Piqueras, M. A.,
Declerck, S. A. J., De Meester, L., Van Donk, E., Gamfeldt, L., Gruner, D. S.,
Hagenah, N., Harpole, W. S., Kirkman, K. P., Klausmeier, C. A., Kleyer, M.,
Knops, J. M. H., Lemmens, P., Lind, E. M., Litchman, E., Mantilla-Contreras,
J., Martens, K., Meier, S., Minden, V., Moore, J. L., Olde Venterink, H.,
Seabloom, E. W., Sommer, U., Striebel, M., Trenkamp, A., Trinogga, J., Urabe,
J., Vyverman, W., Van de Waal, D. B., Widdicombe, C. E., and Hillebrand, H.:
The influence of balanced and imbalanced resource supply on biodiversity –
functioning relationship across ecosystems, Philos. T. R. Soc. B, 371,
20150283, https://doi.org/10.1098/rstb.2015.0283, 2016.
Lima-Mendez, G., Faust, K., Henry, N. C., Decelle, J., Colin, S., Carcillo,
F., Chaffron, S., Ignacio-Espinosa, J. C., Roux, S., Vincent, F. J., Bittner,
L., Darzi, Y., Wang, J., Audic, S., Berline, L., Bontempi, G., Cabello,
A. M., Coppola, L., Cornejo-Castillo, F. M., d'Ovidio, F. D., Meester, L. D.,
Ferrera, I., Garet-Delmas, M., Guidi, L., Lara, E., Pesant, S., Royo-Llonch,
M., Salazar, G., Sánchez, P., Sebastián, M. G., Souffreau, C.,
Dimier, C., Picheral, M., Searson, S., Kandels-Lewis, S., Gorsky, G., Not,
F., Ogata, H., Speich, S., Stemmann, L., Weissenbach, J., Wincker, P.,
Acinas, S. G., Sunagawa, S., Bork, P., Sullivan, M. B., Karsenti, E., Bowler,
C., Vargas, C. D., and Raes, J.: Determinants of community structure in the
global plankton interactome, Science, 22, 1262073, https://doi.org/10.1126/science.1262073, 2015.
Litchman, E., de Tezanos Pinto, P., Klausmeier, C. A., Thomas, M. K., and
Yoshiyama, K.: Linking traits to species diversity and comminuty structure
in phytoplankton, Hydrobiologia, 653, 15–28, https://doi.org/10.1007/s10750-010-0341-5,
2010.
Luo, Y.-W., Doney, S. C., Anderson, L. A., Benavides, M., Berman-Frank, I., Bode, A., Bonnet, S., Boström, K. H., Böttjer, D., Capone, D. G., Carpenter, E. J., Chen, Y. L., Church, M. J., Dore, J. E., Falcón, L. I., Fernández, A., Foster, R. A., Furuya, K., Gómez, F., Gundersen, K., Hynes, A. M., Karl, D. M., Kitajima, S., Langlois, R. J., LaRoche, J., Letelier, R. M., Marañón, E., McGillicuddy Jr., D. J., Moisander, P. H., Moore, C. M., Mouriño-Carballido, B., Mulholland, M. R., Needoba, J. A., Orcutt, K. M., Poulton, A. J., Rahav, E., Raimbault, P., Rees, A. P., Riemann, L., Shiozaki, T., Subramaniam, A., Tyrrell, T., Turk-Kubo, K. A., Varela, M., Villareal, T. A., Webb, E. A., White, A. E., Wu, J., and Zehr, J. P.: Database of diazotrophs in global ocean: abundance, biomass and nitrogen fixation rates, Earth Syst. Sci. Data, 4, 47–73, https://doi.org/10.5194/essd-4-47-2012, 2012.
Marañón, E., Cermeño, P., López-Sandoval, D. C.,
Rodríguez-Ramos, T., Sobrino, C., Huete-Ortega, M., Blanco, J. M., and
Rodríguez, J.: Unimodal size scaling of phytoplankton growth and the
size dependence of nutrient uptake and use, Ecol. Lett., 16, 371–379,
2013.
Marañón, E., Cermeño, P., Latasa, M., and Tadonléké, R. D.:
Resource supply alone explains the variability of marine phytoplankton size
structure, Limnol. Oceanogr., 60, 1848–1854, https://doi.org/10.1002/lno.10138, 2015.
Margalef, R.: Life-forms of phytoplankton as survival alternatives in an
unstable environment, Oceanol. Acta, 1, 493–509, 1978.
Marshall, J., Adcroft, A., Hill, C. N., Perelman, L., and Heisey, C.: A
finite-volume, incompressible Navier–Stokes model for studies of the ocean
on parallel computers, J. Geophys. Res., 102, 5753–5766, 1997.
Matthiessen B. and Hillebrand, H.: Dispersal frequency affect local biomass
production by controlling local diversity, Ecol. Lett., 9, 652–662,
https://doi.org/10.1111/j.1461-0248.2006.00916.x, 2006.
McCann, K.: The diversity-stability debate, Nature, 405, 228–233, 2000.
Miller, T. E. H., Burns, J. H., Munguia, P., Walters, E. L., Kneitel, J. M.,
Richards, P. M., Mouquet, N., and Buckley, H. L.: A critical review of twenty
years use of the resource-ratio theory, Am. Nat., 165, 439–448, 2005.
Monteiro, F. M., Bach, L. T., Brownlee, C., Brown, P., Rickaby, R. E. M.,
Tyrrell, T., Beaufort, L., Dutkiewicz, S., Gibbs, S., Gutowska, M. A., Lee,
R., Poulton, A. J., Riebesell, U., Young, J., and Ridgwell, A.: Why marine
phytoplankton calcify?, Sci. Adv., 2, e1501822, https://doi.org/10.1126/sciadv.1501822, 2016.
Moore, L. R., Rocap, G., and Chisholm, S.: Physiology and molecular
phylogeny of coexisting Prochorococcus ecotypes, Nature, 393, 464–446, 1998.
Moore, T. S., Campell, J. W., and Dowel, M. D.: A class-based approach to
characterizing and mapping the uncertainty of the MODIS ocean chlorophyll
product, Remote Sens. Environ., 113, 2424–2430, 2009.
Morel, A., Ahn, Y.-H., Partensky, F., Vaulot, D., and Claustre, H.:
Prochlorococcus and Synechococcus: A comparative study of their optical properties in relation to their
size and pigmentation, J. Mar. Res., 51, 617–649, 1993.
Mouriño-Carballido, B., Hojas, E., Cermeño, P., Chouciño, P.,
Fernández-Castro, B., Latasa, M., Marañón, E., Morán,
X. A. G., and Vida, M.: Nutrient supply controls picoplankton community structure
during three contrasting seasons in the northwestern Mediterranean Sea, Mar.
Ecol.-Prog. Ser., 543, 1–19, https://doi.org/10.3354/meps11558, 2016.
Mousing, E. A., Richardson, K., Bendtsen, J., Cetinic, I., and Perry, M. J.:
Evidence of small-scale spatil structuring of phytoplankton alpha- and
beta-diversity in the open ocean, J. Ecol., 104, 1682–1695,
https://doi.org/10.1111/1365-2745.12634, 2016.
O'Brien, C. J., Peloquin, J. A., Vogt, M., Heinle, M., Gruber, N., Ajani, P., Andruleit, H., Arístegui, J., Beaufort, L., Estrada, M., Karentz, D., Kopczyńska, E., Lee, R., Poulton, A. J., Pritchard, T., and Widdicombe, C.: Global marine plankton functional type biomass distributions: coccolithophores, Earth Syst. Sci. Data, 5, 259–276, https://doi.org/10.5194/essd-5-259-2013, 2013.
Pančić, M., Rodriguez Torres, R., Almeda, R., and Kiørboe,
T.: Silicified cell walls as a defensive trait in diatoms, P.
R. Soc. B, 286, 20190184, https://doi.org/10.1098/rspb.2019.0184, 2019.
Poulin, F. J. and Franks, P. J. S.: Size-structured planktonic ecosystems:
constraints, controls and assembly instructions, J. Plankton
Res., 32, 1121–1130, 2010.
Powell, M. G. and Glazier, D. S.: Asymmetric geographic range expansion
explains the latitudinal diversity gradients of four major taxa of marine
plankton, Paleobiology, 42, 196–208, https://doi.org/10.1017/pab.2016.38, 2017.
Prowe, A. E. F., Pahlow, M., Dutkiewicz, S., Follows, M. J., and Oschlies,
A.: Top-down control of marine phytoplankton diversity in a global ecosystem
model, Prog. Oceanogr., 101, 1–13,
https://doi.org/10.1016/j.pocean.2011.11.016, 2012.
Ptacnik, R., Solimini, A. G., Andersen, T., Tamminsen, T., Brettum, P.,
Lepisto, L., Willen, E., and Rekolainen, S.: Diversity predicts stability and
resource use efficiency in natural phytoplankton communities, P. Natl.
Acad. Sci. USA, 105, 5134–5138, 2008.
Raven, J. A.: Why are there no picoplanktonic O2 evolvers with volumes less
than 10−19 m3?, J. Plankton Res., 16, 565–580, 1994.
Reich, P. B., Tilman, D., Isbell, F., Mueller, K., Hobbie, S. E., Flynn,
D. F. B., and Eisenhauer, N.: Impacts of biodiversity loss excalates through
time as redundancy fades, Science, 336, 589–592,
https://doi.org/10.1126/science.1217909, 2012.
Righetti, D., Vogt, M., Gruber, N., Psomas, A., and Zimmermann, N. E.: Global
patterns of phytoplankton diversity driven by temperature and environmental
variability, Sci. Adv., 5, eaau6253, https://doi.org/10.1126/sciadv.aau6253, 2019.
Rodriguez-Ramos, M., Marañón, E., and Cermeno, P.: Marine nano- and
microphytoplankton diversity: redrawing global patterns from
sampling-standardized data, Global Ecol. Biogeogr., 24, 527–538, 2015.
Sal, S., López-Urrutia, Á., Irigoien, X., Harbour, D. S., and Harris,
R. P.: Marine microplankton diversity database: ecological archives E094-149,
Ecology, 94, p. 1658, 2013.
Sarthou, G., Timmermans, K. R., Blain, S., and Treguer, P.: Growth physiology
and fate of diatoms in the ocean: A review, J. Sea Res., 53, 25–42, 2005.
Schade, J. D., Espeleta, J. F., Klausmeier, C. A., McGroddy, M. E.,
Thomas, S. A., and Zhang, L.: A conceptual framework for ecosystem
stoichiometry: Balancingresource supply and demand, Oikos, 109, 40–51,
https://doi.org/10.1111/j.0030-1299.2005.14050.x, 2005.
Schartau, M., Landry, M. R., and Armstrong, R. A.: Density estimation of
plankton size spectra: a reanalysis of IronEx II data, J. Plankton
Res., 32, 1167, https://doi.org/10.1093/plankt/fbq072, 2010.
Shi, D., Kranz, S. A., Kim, J.-M., and Morel, F. M. M.: Ocean acidification
slows nitrogen fixation and growth in the dominant diazotroph Trichodesmium
under low-iron conditions, P. Natl. Acad. Sci. USA,
https://doi.org/10.1073/pnas.1216012109, 2012.
Smith, V. H.: Microbial diversity-productivity relationships in aquatic
ecosystems, FEMS Microbial Ecol., 62, 181–186,
https://doi.org/10.1111/j.1574-6941.2007.00381.x, 2007.
Snow, J. T., Schlosser, C., Woodward, E. M. S., Mills, M. M., Achterberg, E. P.,
Bibby, T. S., and Moore, C. M.: Environmental controls on the biogeography of
diazotrophy and Trichodesmium in the Atlantic Ocean, Global Biogeochem. Cy., 29, 865–884,
https://doi.org/10.1002/2015GB005090, 2015.
Sommer, U.: Nitrate and silicate competition among Antarctic phytoplankton,
Mar. Biol., 91, 345–351, 1986.
Sommer, U., Charalampous, E., Genitsaris, S., and Moustaka-Gouni, M.:
Benefits, costs and taxonomic distribution of marine phytoplankton body
size, J. Plankton Res., 39, 494–508, https://doi.org/10.1093/plankt/fbw071, 2017.
Sommer, U., Charalampous, E., Cotti, M., and Moustaka-Gouni, M.: Big fish
eat small fish: Implications for food chain length?, Community Ecol.,
19, 107–115, https://doi.org/10.1556/168.2018.19.2.2, 2018.
Stramski, D., Bricaud, A., and Morel, A.: Modeling the inherent optical
properties of the ocean based on the detailed composition of the planktonic
community, Appl. Optics, 40, 2929–2945, 2001.
Tang, E. P. Y.: The allometry of algal growth rates, J. Plankton Res., 17,
1325–1335, 1995.
Taniguchi, D. A. A., Landry, M. R., Franks, P. J. S., and Selph, K. E.:
Size-specific growth and grazing rates for picophytoplankton in coastal and
oceanic regions of the eastern Pacific, Mar. Ecol.-Prog. Ser., 509,
87–101, 2014.
Terseleer, N., Bruggeman, J., Lancelot, C., and Gypens, N.: Trait-based
respresentation of diatom functional diversity in a plankton functional type
model of the eutrophied southern North Sea, Limnol. Oceanogr., 59, 1958–1972,
https://doi.org/10.4319/lo.2014.59.6.1958, 2014.
Tilman, D.: Resource competition between planktonic algae: An experimental
and theoretical approach, Ecology, 58, 338–348, 1977.
Tilman, D.: Resource Competition and Community Structure, Pop. Biol.,
Vol. 17, 296 pp., Princeton Univ. Press, Princeton, N.J., 1982.
Thomas, M. K., Kremer, C. T., Klausmeier, C. A., and Litchman, E.: A global
pattern of thermal adaptation in marine phytoplankton, Science, 338, 1085–1088, https://doi.org/10.1126/science.1224836, 2012.
Tréguer, P., Bowler, C., Moriceau, B., Dutkiewicz, S., Gehlen, M.,
Leblanc, K., Aumont, O., Bittner, L., Dugdale, R., Finkel, Z., Iudicone, D.,
Jahn, O., Guidi, L., Lasbleiz, M., Levy, M., and Pondaven, P.: Influence of
diatoms on the ocean biological pump, Nat. Geosci., 11, 27–37,
https://doi.org/10.1038/s41561-017-0028-x, 2017.
Vallina, S., Cermeno, P., Dutkiewicz, S., Loreau, M., and Montoya, J. M.:
Phytoplankton functional diversity increases ecosystem productivity and
stability, Ecol. Model., 361, 184–196, 2017.
Vallina, S. M., Ward, B. A., Dutkiewicz, S., and Follows, M. J.: Maximal
foraging with active prey-switching: a new “kill the winner” functional
response and its effect on global species richness and biogeography, Prog.
Oceanogr., 120, 93–109, 2014a.
Vallina, S. M., Follows, M. J., Dutkiewicz, S., Montoya, J., Cermeno, P., and
Loreau, M.: Global relationship between phytoplankton diversity and
productivity in the ocean, Nat. Commun., 5, 4299, https://doi.org/10.1038/ncomms5299,
2014b.
Verdy, A., Follows, M., and Flierl, G.: Optimal phytoplankton cell size in an
allometeric model, Mar. Ecol.-Prog. Ser., 379, 1–12, https://doi.org/10.3354/meps07909,
2009.
Ward, B. A.: Temperature-Correlated Changes in Phytoplankton Community
Structure Are Restricted to Polar Waters, PLOS ONE, 10, e0135581,
https://doi.org/10.1371/journal.pone.0135581, 2015.
Ward, B. A., Dutkiewicz, S., Jahn, O., and Follows, M. J.: A size structured
food-web model for the global ocean, Limnol. Oceanogr., 57,
1877–1891, 2012.
Ward, B. A., Dutkiewicz, S., Moore, C. M., and Follows, M. J.: Iron, phosphorus
and nitrogen supply ratios define the biogeography of nitrogen fixation,
Limnol. Oceanogr., 58, 2059–2075, 2013.
Ward, B. A., Dutkiewicz, S., and Follows, M. J.: Modelling spatial and
temporal patterns in size-structured marine plankton communities: top-down
and bottom-up controls, J. Plankton Res., 36, 31–47,
https://doi.org/10.1093/plankt/fbt097, 2014.
Ward, B. A., Marañón, E., Sauterey, B., Rault, J., and Claessen, C.: The
size-dependence of phytoplankton growth rates: a trade-off between nutrient
uptake and metabolism, Am. Nat., 189, 170–177, 2017.
Webb, E. A., Ehrenreich, I. M., Brown, S. L., Valois, F. W., and Waterbury,
J. B.: Pheotypic and genotypic characterization of multiple strains of the
diazotrophic cyanobacterium, Crocosphaera watsonii, isolated from the open ocean, Environ.
Microbiol., 11, 338–348, 2009.
Weisse, T., Anderson, R., Arndt, H., Calbet, A., Hansen, P. J., and Montagnes,
D. J. S.: Functional ecology of aquatic phagotrophic protists – Concepts,
limitations, and perspectives, Eur. J. Protistol., 55, 50–74,
https://doi.org/10.1016/j.ejop.2016.03.003, 2016.
Wilson, J. B., Spijkerman, E., and Huisman, J.: Is there really insufficient
support for Tilman's R* concept? A comment on Miller et al., Am. Nat., 169,
700–706, 2007.
Wilson, S. T., Aylward, F. O., Ribalet, F., Benedetto, B., Case, J. R.,
Connell, P. E., Eppley, J. M., Ferran, S., Fitzsimmons, J. N., Hayes, C. T.,
Romano, A. E., Turk-Kubo, K. A., Vislova, A., Armbrust, E. V., Carno, D. A.,
Church, M. J., Zehr, J. P., Karl, D. M., and DeLong, E. F.: Coordinated
regulation of growth, activity and transcription in natural populations of
the unicellular nitrogen-fixing cyanobacterium Crocosphaera, Nat. Microbiol., 2, 17118,
https://doi.org/10.1038/nmicrobiol.2017.118, 2017.
Worm, B., Hillebrand, H., and Sommer, U.: Consumer versus resource control
of species diversity and ecosystem functioning, Nature, 417, 848–851, 2002.
Wunsch C. and Heimbach, P.: Practical global ocean state estimation, Physica
D, 230, 197–208, 2007.
Short summary
Phytoplankton are an essential component of the marine food web and earth's carbon cycle. We use observations, ecological theory and a unique trait-based ecosystem model to explain controls on patterns of marine phytoplankton biodiversity. We find that different dimensions of diversity (size classes, biogeochemical functional groups, thermal norms) are controlled by a disparate combination of mechanisms. This may explain why previous studies of phytoplankton diversity had conflicting results.
Phytoplankton are an essential component of the marine food web and earth's carbon cycle. We use...
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