基于动态能量收支积分投影模型模拟气候变暖对东、黄海日本鲭种群状态影响
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贺伟伟(1996-),男,硕士研究生,研究方向为渔业资源评估与管理.E-mail:wweihe2023@163.com

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S931

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国家自然科学基金项目(32072981)


Forecasting climate-driven changes in chub mackerel population dynamics in the East China Sea and Yellow Sea by using DEB-IPM
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    摘要:

    为了研究气候变暖与日本鲭(Scomber japonicus)个体生活史及其种群动态变化之间的关系, 本研究基于动态能量收支预测理论(dynamic energy budget, DEB)和积分投影模型(integral projection model, IPM)构建了东、黄海日本鲭动态能量收支积分投影模型(DEB-IPM), 以探究气候变暖对其生长、繁殖、存活及种群状态的影响机制。本研究结果表明: (1) 气候变暖会增大日本鲭早期阶段(年龄<220 d)的生长速率, 减小成鱼最大体重, 并增加其绝对繁殖力, 同时将加大自然死亡。因此, 气候变暖将导致日本鲭个体将同化能量更多地分配给繁殖, 限制日本鲭种群大个体的生长和数量, 使个体趋于小型化; (2) 日本鲭种群增长率随温度呈单峰变化, 即随温度增加, 种群增长率先增加后降低; (3) 日本鲭早期阶段中小型个体(200~600 g)的生长及繁殖始终是扰动其种群动态变化的关键, 但气候变暖会改变日本鲭生长和繁殖对种群增长最优能量分配的敏感性贡献, 使敏感性贡献峰值对应的体重随温度升高呈减小趋势, 因此, 更应加强对日本鲭早期阶段的保护和研究。尽管本研究的模型参数估计及设置存在一定的不确定性, 但 DEB-IPM 模型能模拟气候变暖对日本鲭个体生活史特征和种群动态变化的影响, 将能为东、黄海日本鲭在气候变暖条件下的科学管理提供理论与模型工具支持。

    Abstract:

    Chub mackerel (Scomber japonicus) is an important pelagic fishery resource in the East China and Yellow Seas. Being a poikilotherm, its body temperature is sensitive to environmental temperature, and climate warming-induced alterations in the marine ecosystem have negatively impacted the life history and population dynamics of poikilothermal fish such as the chub mackerel. Understanding the relationships that climate warming shares with the individual life history of chub mackerel and its population dynamics are crucial for the sustainable utilization and scientific management of its resources. In this study, we aimed to investigate the effects of climate warming on growth, reproduction, survival, and population status of chub mackerel in the East China and Yellow Seas. We constructed the dynamic energy budget integral projection model (DEB-IPM) using dynamic energy budget and integral projection models. The results show that: (1) climate warming will increase the growth rate of chub mackerel in the early stage (age<220 d), decrease the maximum body weight of adults, increase absolute fecundity, and increase natural mortality. Consequently, chub mackerel individuals will allocate more assimilative energy to reproduction, thus limiting the growth and abundance of large individuals in chub mackerel populations and causing individuals to be smaller in size. (2) The population growth rate of chub mackerel showed a unimodal change with temperature, i.e., population growth rate increased and then decreased with increasing temperature. (3) The growth and reproduction of small and medium-sized chub mackerel individuals (200–600 g) during the early growth stages were responsible for disturbing their population dynamics. However, under the influence of climate warming, the contribution of growth and reproduction of chub mackerel to allocation of optimal energy for population growth would be altered. This change led to a decreasing body weight with increasing temperature, corresponding to the peak of the sensitivity contribution. Hence, it is more important to protect the early stages of chub mackerel. While acknowledging uncertainties in estimating and setting model parameters, the DEB-IPM can simulate the effects of climate warming on the life history characteristics of chub mackerel individuals as well as the changes in population dynamics. This model serves as a valuable theoretical and modeling tool that facilitates the scientific management of chub mackerel in the East China Sea and Yellow Sea under the conditions of climate warming.

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贺伟伟,官文江,曹睿星,安康.基于动态能量收支积分投影模型模拟气候变暖对东、黄海日本鲭种群状态影响[J].中国水产科学,2023,30(11):1337-1347
HE Weiwei, GUAN Wenjiang, CAO Ruixing, AN Kang. Forecasting climate-driven changes in chub mackerel population dynamics in the East China Sea and Yellow Sea by using DEB-IPM[J]. Journal of Fishery Sciences of China,2023,30(11):1337-1347

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  • 收稿日期:2023-09-27
  • 最后修改日期:2023-11-17
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  • 在线发布日期: 2024-03-14
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