IDEAS home Printed from https://ideas.repec.org/a/eee/ecomod/v456y2021ics0304380021002209.html
   My bibliography  Save this article

A bioenergetics model for seasonal growth of Indian oil sardine (Sardinella longiceps) in the Indian west coast

Author

Listed:
  • Hamza, Faseela
  • M, Anju
  • Valsala, Vinu
  • R, Smitha B.

Abstract

The Indian oil sardine (Sardinella longiceps) fishery was observed with wide stock fluctuation. Ecological parameters, mainly temperature and prey density, had a profound influence on the growth of S. longiceps and hence the production. In this study, a fish bioenergetics model, coupled with a lower trophic level model, was developed to reproduce the seasonality in the growth of S. longiceps. For this, we have used an Indian Ocean adaptation of an intermediate complex ecosystem model called North Pacific Ecological Modeling for Understanding Regional Oceanography (NEMURO) for marine productivity simulations. The model has 11-component ecosystem variables such as two types of phytoplankton (small and large including flagellates and diatoms), three types of zoo-planktons (small, large, and predatory, which includes ciliates, copepods, and euphausiids), particulate and dissolved organic matter, opal, cycling of nitrate, ammonia, and silicate. The prey densities derived from the NEMURO were input to the sardine bioenergetics model. The coupled model reproduced the appropriate growth rate and wet-weight of S. longiceps in its seasonal cycle in four major fishery regions such as Kochi, Goa, Ratnagiri, and Mumbai as verifiable from the available observation. In Kochi, the mean wet weight was 72.0 ± 12.8 g (June to September), 65.4 ± 5.3 g (October to November), 82.4 ± 2.7 g (December to February), and 66.7 ± 3.8 g (March to May). Goa and Ratnagiri have moderate weights with mean wet weight as 73.6 ± 10.6 g (June to September), 87.4 ± 3.2 g (October to November), 95.5 ± 4.3 g (December to February), and 76.2 ± 6.8 g (March to May). In the Mumbai region, maximum weight is simulated with mean wet weight as 97.4 ± 13.3 g (June to September), 102.1 ± 1.6 g (October to November), 104.8 ± 1.3 g (December to February), and 101.6 ± 1.2 g (March to May). Sensitivity analysis revealed the importance of temperature and consumption in the growth of sardine. Detailed model validation with available observations is presented.

Suggested Citation

  • Hamza, Faseela & M, Anju & Valsala, Vinu & R, Smitha B., 2021. "A bioenergetics model for seasonal growth of Indian oil sardine (Sardinella longiceps) in the Indian west coast," Ecological Modelling, Elsevier, vol. 456(C).
    • Handle: RePEc:eee:ecomod:v:456:y:2021:i:c:s0304380021002209
    DOI: 10.1016/j.ecolmodel.2021.109661
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0304380021002209
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.ecolmodel.2021.109661?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. Kishi, Michio J. & Kashiwai, Makoto & Ware, Daniel M. & Megrey, Bernard A. & Eslinger, David L. & Werner, Francisco E. & Noguchi-Aita, Maki & Azumaya, Tomonori & Fujii, Masahiko & Hashimoto, Shinji & , 2007. "NEMURO—a lower trophic level model for the North Pacific marine ecosystem," Ecological Modelling, Elsevier, vol. 202(1), pages 12-25.
    2. Megrey, Bernard A. & Rose, Kenneth A. & Klumb, Robert A. & Hay, Douglas E. & Werner, Francisco E. & Eslinger, David L. & Smith, S. Lan, 2007. "A bioenergetics-based population dynamics model of Pacific herring (Clupea harengus pallasi) coupled to a lower trophic level nutrient–phytoplankton–zooplankton model: Description, calibration, and se," Ecological Modelling, Elsevier, vol. 202(1), pages 144-164.
    3. Okunishi, Takeshi & Yamanaka, Yasuhiro & Ito, Shin-ichi, 2009. "A simulation model for Japanese sardine (Sardinops melanostictus) migrations in the western North Pacific," Ecological Modelling, Elsevier, vol. 220(4), pages 462-479.
    4. Rose, Kenneth A. & Werner, Francisco E. & Megrey, Bernard A. & Aita, Maki Noguchi & Yamanaka, Yasuhiro & Hay, Douglas E. & Schweigert, Jake F. & Foster, Matthew Birch, 2007. "Simulated herring growth responses in the Northeastern Pacific to historic temperature and zooplankton conditions generated by the 3-dimensional NEMURO nutrient–phytoplankton–zooplankton model," Ecological Modelling, Elsevier, vol. 202(1), pages 184-195.
    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. Batchelder, Harold P. & Kashiwai, Makoto, 2007. "Ecosystem modeling with NEMURO within the PICES Climate Change and Carrying Capacity program," Ecological Modelling, Elsevier, vol. 202(1), pages 7-11.
    2. Kakehi, Shigeho & Abo, Jun-ichi & Miyamoto, Hiroomi & Fuji, Taiki & Watanabe, Kazuyoshi & Yamashita, Hideyuki & Suyama, Satoshi, 2020. "Forecasting Pacific saury (Cololabis saira) fishing grounds off Japan using a migration model driven by an ocean circulation model," Ecological Modelling, Elsevier, vol. 431(C).
    3. Xue, Huijie & Incze, Lewis & Xu, Danya & Wolff, Nicholas & Pettigrew, Neal, 2008. "Connectivity of lobster populations in the coastal Gulf of Maine," Ecological Modelling, Elsevier, vol. 210(1), pages 193-211.
    4. Megrey, Bernard A. & Rose, Kenneth A. & Ito, Shin-ichi & Hay, Douglas E. & Werner, Francisco E. & Yamanaka, Yasuhiro & Aita, Maki Noguchi, 2007. "North Pacific basin-scale differences in lower and higher trophic level marine ecosystem responses to climate impacts using a nutrient-phytoplankton–zooplankton model coupled to a fish bioenergetics m," Ecological Modelling, Elsevier, vol. 202(1), pages 196-210.
    5. Werner, Francisco E. & Ito, Shin-Ichi & Megrey, Bernard A. & Kishi, Michio J., 2007. "Synthesis of the NEMURO model studies and future directions of marine ecosystem modeling," Ecological Modelling, Elsevier, vol. 202(1), pages 211-223.
    6. Mukai, Daiki & Kishi, Michio J. & Ito, Shin-ichi & Kurita, Yutaka, 2007. "The importance of spawning season on the growth of Pacific saury: A model-based study using NEMURO.FISH," Ecological Modelling, Elsevier, vol. 202(1), pages 165-173.
    7. Yoshie, Naoki & Yamanaka, Yasuhiro & Rose, Kenneth A. & Eslinger, David L. & Ware, Daniel M. & Kishi, Michio J., 2007. "Parameter sensitivity study of the NEMURO lower trophic level marine ecosystem model," Ecological Modelling, Elsevier, vol. 202(1), pages 26-37.
    8. Kearney, Kelly A. & Stock, Charles & Aydin, Kerim & Sarmiento, Jorge L., 2012. "Coupling planktonic ecosystem and fisheries food web models for a pelagic ecosystem: Description and validation for the subarctic Pacific," Ecological Modelling, Elsevier, vol. 237, pages 43-62.
    9. Kishi, Michio J. & Kashiwai, Makoto & Ware, Daniel M. & Megrey, Bernard A. & Eslinger, David L. & Werner, Francisco E. & Noguchi-Aita, Maki & Azumaya, Tomonori & Fujii, Masahiko & Hashimoto, Shinji & , 2007. "NEMURO—a lower trophic level model for the North Pacific marine ecosystem," Ecological Modelling, Elsevier, vol. 202(1), pages 12-25.
    10. Rose, Kenneth A. & Werner, Francisco E. & Megrey, Bernard A. & Aita, Maki Noguchi & Yamanaka, Yasuhiro & Hay, Douglas E. & Schweigert, Jake F. & Foster, Matthew Birch, 2007. "Simulated herring growth responses in the Northeastern Pacific to historic temperature and zooplankton conditions generated by the 3-dimensional NEMURO nutrient–phytoplankton–zooplankton model," Ecological Modelling, Elsevier, vol. 202(1), pages 184-195.
    11. Hashioka, Taketo & Yamanaka, Yasuhiro, 2007. "Ecosystem change in the western North Pacific associated with global warming using 3D-NEMURO," Ecological Modelling, Elsevier, vol. 202(1), pages 95-104.
    12. Megrey, Bernard A. & Rose, Kenneth A. & Klumb, Robert A. & Hay, Douglas E. & Werner, Francisco E. & Eslinger, David L. & Smith, S. Lan, 2007. "A bioenergetics-based population dynamics model of Pacific herring (Clupea harengus pallasi) coupled to a lower trophic level nutrient–phytoplankton–zooplankton model: Description, calibration, and se," Ecological Modelling, Elsevier, vol. 202(1), pages 144-164.
    13. Zouiten, Hala & Díaz, César Álvarez & Gómez, Andrés García & Cortezón, José Antonio Revilla & Alba, Javier García, 2013. "An advanced tool for eutrophication modeling in coastal lagoons: Application to the Victoria lagoon in the north of Spain," Ecological Modelling, Elsevier, vol. 265(C), pages 99-113.
    14. Ito, Shin-Ichi & Megrey, Bernard A. & Kishi, Michio J. & Mukai, Daiki & Kurita, Yutaka & Ueno, Yasuhiro & Yamanaka, Yasuhiro, 2007. "On the interannual variability of the growth of Pacific saury (Cololabis saira): A simple 3-box model using NEMURO.FISH," Ecological Modelling, Elsevier, vol. 202(1), pages 174-183.
    15. Watkins, Katherine Shepard & Rose, Kenneth A., 2017. "Simulating individual-based movement in dynamic environments," Ecological Modelling, Elsevier, vol. 356(C), pages 59-72.
    16. Frisk, C. & Andersen, K.H. & Temming, A. & Herrmann, J.P. & Madsen, K.S. & Kraus, G., 2015. "Environmental effects on sprat (Sprattus sprattus) physiology and growth at the distribution frontier: A bioenergetic modelling approach," Ecological Modelling, Elsevier, vol. 299(C), pages 130-139.
    17. Terui, Takeshi & Kishi, Michio J., 2008. "Population dynamics model of Copepoda (Neocalanus cristatus) in the northwestern subarctic Pacific," Ecological Modelling, Elsevier, vol. 215(1), pages 77-88.
    18. Brewin, Robert J.W. & Sathyendranath, Shubha & Hirata, Takafumi & Lavender, Samantha J. & Barciela, Rosa M. & Hardman-Mountford, Nick J., 2010. "A three-component model of phytoplankton size class for the Atlantic Ocean," Ecological Modelling, Elsevier, vol. 221(11), pages 1472-1483.
    19. Fujii, Masahiko & Yamanaka, Yasuhiro & Nojiri, Yukihiro & Kishi, Michio J. & Chai, Fei, 2007. "Comparison of seasonal characteristics in biogeochemistry among the subarctic North Pacific stations described with a NEMURO-based marine ecosystem model," Ecological Modelling, Elsevier, vol. 202(1), pages 52-67.
    20. McLane, Adam J. & Semeniuk, Christina & McDermid, Gregory J. & Marceau, Danielle J., 2011. "The role of agent-based models in wildlife ecology and management," Ecological Modelling, Elsevier, vol. 222(8), pages 1544-1556.

    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:456:y:2021:i:c:s0304380021002209. 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.