海州湾及邻近海域短吻红舌鳎产卵场的生境适宜性
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S931

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国家重点研发计划项目(2017YFE0104400);国家自然科学基金项目(31772852);山东省支持青岛海洋科学与技术试点国家实验室重大科技专项(2018SDKJ0501-2).


Habitat suitability of Cynoglossus joyneri spawning grounds in Haizhou Bay and adjacent waters
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    摘要:

    根据2014年和2016-2018年5-8月在海州湾及邻近海域(33.3°N~35.6°N,119.0°E~122.0°E)进行的产卵场大面调查数据,结合海洋表层水温、表层盐度、水深及流速等数据开展了海州湾及其邻近海域短吻红舌鳎(Cynoglossus joyneri)产卵场生境适宜性的相关研究。利用提升回归树(boosted regression tree,BRT)模型确定各环境因子的权重,分别采用算数平均法(AMM)和几何平均法(GMM)建立栖息地适宜性指数(habitat suitability index,HSI)模型,并通过交叉验证检验模型的拟合度。结果表明,不同月间海州湾及邻近海域短吻红舌鳎产卵场适宜的环境因子范围相似,但各环境因子所占比重有较大变化。通过交叉验证发现,5月、7月利用几何平均法拟合的栖息地适宜性效果较好,6月、8月算数平均法拟合的效果好。短吻红舌鳎适宜的产卵场分布存在月间变化,5月主要集中在研究海域的南部,6-8月有逐步北移的趋势,且随着产卵群体产卵量的增大,其适宜产卵的生境范围也逐步扩大。本研究表明,栖息地适宜性指数模型能够较好地反映海州湾及其邻近海域短吻红舌鳎的产卵场生境适宜性及其变化情况。

    Abstract:

    Fish eggs could significantly impact fish population recruitment. The distribution and variation in the number of fish eggs impacts the dynamics of the spawning ground, which is fundamental for maintaining marine ecosystem balance. Haizhou Bay is an important fishing ground in China, and it is also an important spawning and nursery ground for various fishes. Recently, owing to the impact of overfishing and other factors, the fish community structure in Haizhou Bay changed considerably. Presently, Cynoglossus joyneri is a dominant and important economic species in Haizhou Bay and adjacent waters. Based on survey data in the spawning grounds of this area from May to August in 2014 and 2016-2018, a habitat suitability index (HSI) model of C. joyneri eggs was constructed to analyze its spawning habitat characteristics. A boosted regression tree (BRT) model was used to evaluate the weight of each environmental variable in each month, including sea surface temperature, sea bottom temperature, sea surface salinity, depth, and velocity data. The arithmetic mean model (AMM) and geometric mean model (GMM) were used to build the HSI model, and the model fitness was evaluated by cross-validations. Results showed that the range of environmental factors of C. joyneri suitable spawning habitat was similar in different months, but the weights of environmental factors changed considerably. Cross-validation showed that the GMM performed better in May and July, whereas the AMM produced a better estimation in June and August. Cynoglossus joyneri spawning ground distribution varied in different months, and was mainly distributed in the south of the research area in May, and moved northward from June to August. The scope of distribution also expanded gradually. The results showed that the HSI model could be used to reflect the distribution and variations of C. joyneri spawning grounds in Haizhou Bay and adjacent waters. Therefore, different protective measures could be formulated for reproductive parents and juveniles of C. joyneri according to the conditions of suitable habitats in different months, and consequently could be valuable for understanding supplementary mechanisms and determining effective management measures for C. joyneri.

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孙霄,张云雷,徐宾铎,张崇良,任一平,薛莹.海州湾及邻近海域短吻红舌鳎产卵场的生境适宜性[J].中国水产科学,2020,27(12):1505-1514
SUN Xiao, ZHANG Yunlei, XU Binduo, ZHANG Chongliang, REN Yiping, XUE Ying. Habitat suitability of Cynoglossus joyneri spawning grounds in Haizhou Bay and adjacent waters[J]. Journal of Fishery Sciences of China,2020,27(12):1505-1514

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  • 收稿日期:2020-06-10
  • 最后修改日期:2020-07-15
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  • 在线发布日期: 2020-12-17
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