基于two-stageGAM的舟山渔场及邻近海域小黄鱼时空分布特征
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王雅丽(1996–),女,硕士研究生,从事渔业资源研究.E-mail:914101537@qq.com

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S931

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国家重点研发计划(2020YFD0900804, 2017YFA0604904, 2018YFD0900903); 浙江省重点研发计划(2019C02056);浙江省科技计划项目(LGN20C190012).


Spatial and temporal distribution characteristics of Larimichthys polyactis in Zhoushan fishing ground and the adjacent waters based on two-stage GAM
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    摘要:

    根据 2016—2019 年春季(4 月)和秋季(11 月)在舟山渔场及邻近海域底拖网渔业资源调查数据, 分析了该海域小黄鱼 (Larimichthys polyactis)生物量资源密度的时空分布特征 , 运用两阶广义相加模型 (two-stage GAM, generalized additive model)研究了影响其时空分布的环境因子。结果表明, 小黄鱼资源密度呈现明显的季节变化, 春季明显高于秋季; 影响该海域小黄鱼资源密度的因子主要是季节、水深和底层水温, 小黄鱼主要分布于 19~66 m 水深及 11~22 ℃范围内。随着水深的增加小黄鱼资源密度呈上升趋势, 在 60 m 水深附近资源密度最高; 在 16~20 ℃ 资源密度呈下降趋势, 12~16 ℃范围内资源密度较高。本研究揭示了该海域水深和底层水温的季节变化对小黄鱼资源密度分布的影响, 旨在为深入了解其空间分布、资源量化管理等措施提供基础资料。

    Abstract:

    Based on the survey data of bottom trawl fishery resources in Zhoushan fishing grounds and adjacent sea areas in spring (April) and autumn (November) from 2016 to 2019, we analyzed the spatial and temporal distribution characteristics of biomass resource density of small yellow croaker (Larimichthys polyactis) in this sea area, and used two-stage generalized additive model to study the environmental factors affecting its spatial and temporal distribution. The results showed that the density of small yellow croaker resources showed obvious seasonal changes, and it was significantly higher in spring than in autumn. The main factors affecting the resource density of small yellow croaker in this sea area are season, water depth and bottom water temperature. Small yellow croaker is mainly distributed in the range of 19 to 66 m water depth and the range of 11?22 ℃. With the increase of water depth, the resource density of small yellow croaker shows an upward trend, and the resource density is the highest near the water depth of 60 m. The resource density showed a downward trend at 16 ℃ centigrade to 20 ℃, and the resource density was high at 12?16 ℃. This result reveals the influence of seasonal variation of water depth and bottom water temperature in the sea area on the density distribution of small yellow croaker resources, and provides basic data for further understanding of its spatial distribution and quantitative management of resources.

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王雅丽,王晶,周永东,徐开达,蒋日进,李振华,朱海晨,王静,崔国辰.基于two-stageGAM的舟山渔场及邻近海域小黄鱼时空分布特征[J].中国水产科学,2022,29(4):633-641
WANG Yali, WANG Jing, ZHOU Yongdong, XU Kaida, JIANG Rijin, LI Zhenhua, ZHU Haichen, WANG Jing, CUI Guochen. Spatial and temporal distribution characteristics of Larimichthys polyactis in Zhoushan fishing ground and the adjacent waters based on two-stage GAM[J]. Journal of Fishery Sciences of China,2022,29(4):633-641

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  • 在线发布日期: 2022-04-22
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