IDEAS home Printed from https://ideas.repec.org/a/eee/ecomod/v495y2024ics0304380024001868.html
   My bibliography  Save this article

The influence of phytoplankton size fractions on the carbon export ratio in the surface ocean

Author

Listed:
  • Li, Zuchuan
  • Lin, Yajuan
  • Cassar, Nicolas

Abstract

The fraction of primary production exported out of the surface ocean, also known as the carbon export ratio, is believed to be a function of phytoplankton size fractions. However, this relationship is often elusive in observations. Here, we explore this relationship by developing a metabolism-based mechanistic model of the carbon export ratio at the base of the mixed layer (efml). Our efml model is a function of phytoplankton size fractions, temperature, and light and nutrient availability in the mixed layer. Our model delineates a lower bound on efml as a linear function of biomass ratios between phytoplankton size groups, supporting observational data from three cruises in the Southern Ocean. Finally, we develop a remotely-sensed estimate of efml incorporating satellite estimates of phytoplankton size fractions. Models like the one presented in this study will benefit from the improved characterization of plankton communities with the upcoming hyperspectral satellite imaging. With the projected shifts in plankton ecosystem structure associated with climate change, projections of air-sea carbon fluxes will require an improved representation of the impact of phytoplankton size fractions on the carbon export ratio.

Suggested Citation

  • Li, Zuchuan & Lin, Yajuan & Cassar, Nicolas, 2024. "The influence of phytoplankton size fractions on the carbon export ratio in the surface ocean," Ecological Modelling, Elsevier, vol. 495(C).
  • Handle: RePEc:eee:ecomod:v:495:y:2024:i:c:s0304380024001868
    DOI: 10.1016/j.ecolmodel.2024.110798
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0304380024001868
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.ecolmodel.2024.110798?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Jean-Baptiste Sallée & Violaine Pellichero & Camille Akhoudas & Etienne Pauthenet & Lucie Vignes & Sunke Schmidtko & Alberto Naveira Garabato & Peter Sutherland & Mikael Kuusela, 2021. "Summertime increases in upper-ocean stratification and mixed-layer depth," Nature, Nature, vol. 591(7851), pages 592-598, March.
    2. S. I. Anderson & A. D. Barton & S. Clayton & S. Dutkiewicz & T. A. Rynearson, 2021. "Marine phytoplankton functional types exhibit diverse responses to thermal change," Nature Communications, Nature, vol. 12(1), pages 1-9, December.
    3. Stephanie A. Henson & B. B. Cael & Stephanie R. Allen & Stephanie Dutkiewicz, 2021. "Future phytoplankton diversity in a changing climate," Nature Communications, Nature, vol. 12(1), pages 1-8, December.
    4. Lionel Guidi & Samuel Chaffron & Lucie Bittner & Damien Eveillard & Abdelhalim Larhlimi & Simon Roux & Youssef Darzi & Stephane Audic & Léo Berline & Jennifer R. Brum & Luis Pedro Coelho & Julio Cesar, 2016. "Plankton networks driving carbon export in the oligotrophic ocean," Nature, Nature, vol. 532(7600), pages 465-470, April.
    5. Michael J. Behrenfeld & Robert T. O’Malley & David A. Siegel & Charles R. McClain & Jorge L. Sarmiento & Gene C. Feldman & Allen J. Milligan & Paul G. Falkowski & Ricardo M. Letelier & Emmanuel S. Bos, 2006. "Climate-driven trends in contemporary ocean productivity," Nature, Nature, vol. 444(7120), pages 752-755, December.
    6. Guancheng Li & Lijing Cheng & Jiang Zhu & Kevin E. Trenberth & Michael E. Mann & John P. Abraham, 2020. "Increasing ocean stratification over the past half-century," Nature Climate Change, Nature, vol. 10(12), pages 1116-1123, December.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Sauterey, Boris & Gland, Guillaume Le & Cermeño, Pedro & Aumont, Olivier & Lévy, Marina & Vallina, Sergio M., 2023. "Phytoplankton adaptive resilience to climate change collapses in case of extreme events – A modeling study," Ecological Modelling, Elsevier, vol. 483(C).
    2. Flora Vincent & Matti Gralka & Guy Schleyer & Daniella Schatz & Miguel Cabrera-Brufau & Constanze Kuhlisch & Andreas Sichert & Silvia Vidal-Melgosa & Kyle Mayers & Noa Barak-Gavish & J. Michel Flores , 2023. "Viral infection switches the balance between bacterial and eukaryotic recyclers of organic matter during coccolithophore blooms," Nature Communications, Nature, vol. 14(1), pages 1-17, December.
    3. Patara, Lavinia & Vichi, Marcello & Masina, Simona, 2012. "Impacts of natural and anthropogenic climate variations on North Pacific plankton in an Earth System Model," Ecological Modelling, Elsevier, vol. 244(C), pages 132-147.
    4. Dongyan Liu & Chongran Zhou & John K. Keesing & Oscar Serrano & Axel Werner & Yin Fang & Yingjun Chen & Pere Masque & Janine Kinloch & Aleksey Sadekov & Yan Du, 2022. "Wildfires enhance phytoplankton production in tropical oceans," Nature Communications, Nature, vol. 13(1), pages 1-9, December.
    5. Gurib-Fakim, A. & Smith, L. & Acikgoz, N. & Avato, P. & Bossio, Deborah & Ebi, K. & Goncalves, A. & Heinemann, J. A. & Herrmann, T. M. & Padgham, J. & Pennarz, J. & Scheidegger, U. & Sebastian, L. & T, 2009. "Options to enhance the impact of AKST on development and sustainability goals," IWMI Books, Reports H042792, International Water Management Institute.
    6. Evangelos Tzanatos & Dionysios Raitsos & George Triantafyllou & Stylianos Somarakis & Anastasios Tsonis, 2014. "Indications of a climate effect on Mediterranean fisheries," Climatic Change, Springer, vol. 122(1), pages 41-54, January.
    7. Javier Lopez-Simon & Marina Vila-Nistal & Aleksandra Rosenova & Daniele Corte & Federico Baltar & Manuel Martinez-Garcia, 2023. "Viruses under the Antarctic Ice Shelf are active and potentially involved in global nutrient cycles," Nature Communications, Nature, vol. 14(1), pages 1-10, December.
    8. Quentin Grafton, R., 2010. "Adaptation to climate change in marine capture fisheries," Marine Policy, Elsevier, vol. 34(3), pages 606-615, May.
    9. Chun-Wei Chang & Takeshi Miki & Hao Ye & Sami Souissi & Rita Adrian & Orlane Anneville & Helen Agasild & Syuhei Ban & Yaron Be’eri-Shlevin & Yin-Ru Chiang & Heidrun Feuchtmayr & Gideon Gal & Satoshi I, 2022. "Causal networks of phytoplankton diversity and biomass are modulated by environmental context," Nature Communications, Nature, vol. 13(1), pages 1-11, December.
    10. Trang T. H. Nguyen & Emily J. Zakem & Ali Ebrahimi & Julia Schwartzman & Tolga Caglar & Kapil Amarnath & Uria Alcolombri & François J. Peaudecerf & Terence Hwa & Roman Stocker & Otto X. Cordero & Naom, 2022. "Microbes contribute to setting the ocean carbon flux by altering the fate of sinking particulates," Nature Communications, Nature, vol. 13(1), pages 1-9, December.
    11. Zhibin Yang & Zhao Jing & Xiaoming Zhai & Clément Vic & Hui Sun & Casimir Lavergne & Man Yuan, 2024. "Enhanced generation of internal tides under global warming," Nature Communications, Nature, vol. 15(1), pages 1-8, December.
    12. Mattei, F. & Buonocore, E. & Franzese, P.P. & Scardi, M., 2021. "Global assessment of marine phytoplankton primary production: Integrating machine learning and environmental accounting models," Ecological Modelling, Elsevier, vol. 451(C).
    13. Taelman, Sue Ellen & De Meester, Steven & Schaubroeck, Thomas & Sakshaug, Egil & Alvarenga, Rodrigo A.F. & Dewulf, Jo, 2014. "Accounting for the occupation of the marine environment as a natural resource in life cycle assessment: An exergy based approach," Resources, Conservation & Recycling, Elsevier, vol. 91(C), pages 1-10.
    14. Joanna Warwick-Dugdale & Funing Tian & Michelle L. Michelsen & Dylan R. Cronin & Karen Moore & Audrey Farbos & Lauren Chittick & Ashley Bell & Ahmed A. Zayed & Holger H. Buchholz & Luis M. Bolanos & R, 2024. "Long-read powered viral metagenomics in the oligotrophic Sargasso Sea," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
    15. Huawei Zhu & Liru Xu & Guodong Luan & Tao Zhan & Zepeng Kang & Chunli Li & Xuefeng Lu & Xueli Zhang & Zhiguang Zhu & Yanping Zhang & Yin Li, 2022. "A miniaturized bionic ocean-battery mimicking the structure of marine microbial ecosystems," Nature Communications, Nature, vol. 13(1), pages 1-14, December.
    16. Michael Fogarty & Lewis Incze & Katherine Hayhoe & David Mountain & James Manning, 2008. "Potential climate change impacts on Atlantic cod (Gadus morhua) off the northeastern USA," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 13(5), pages 453-466, June.
    17. Alex S. J. Wyatt & James J. Leichter & Libe Washburn & Li Kui & Peter J. Edmunds & Scott C. Burgess, 2023. "Hidden heatwaves and severe coral bleaching linked to mesoscale eddies and thermocline dynamics," Nature Communications, Nature, vol. 14(1), pages 1-17, December.
    18. Occhipinti, Guido & Solidoro, Cosimo & Grimaudo, Roberto & Valenti, Davide & Lazzari, Paolo, 2023. "Marine ecosystem models of realistic complexity rarely exhibits significant endogenous non-stationary dynamics," Chaos, Solitons & Fractals, Elsevier, vol. 175(P1).
    19. Benjamins, Steven & Williamson, Benjamin & Billing, Suzannah-Lynn & Yuan, Zhiming & Collu, Maurizio & Fox, Clive & Hobbs, Laura & Masden, Elizabeth A. & Cottier-Cook, Elizabeth J. & Wilson, Ben, 2024. "Potential environmental impacts of floating solar photovoltaic systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 199(C).
    20. Elígio de Raús Maúre & Genki Terauchi & Joji Ishizaka & Nicholas Clinton & Michael DeWitt, 2021. "Globally consistent assessment of coastal eutrophication," Nature Communications, Nature, vol. 12(1), pages 1-9, December.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:ecomod:v:495:y:2024:i:c:s0304380024001868. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/ecological-modelling .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.