2018年夏季南奥克尼群岛南极磷虾资源丰度多尺度空间异质性
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S931.1

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国家重点研发计划(2018YFC1406801);国家自然科学基金(41776185);农业农村部南极海洋生物资源开发利用项目(125C0505)


Multi-scale analysis on spatial heterogeneity for abundance of Antarctica krill (Euphausia superba) in the South Orkney Islands in summer 2018
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    摘要:

    南极磷虾是南大洋中上层生态系统的关键物种,也是我国远洋渔业的重要捕捞对象,充分了解其空间分布特征可为南极磷虾资源的持续开发和利用提供理论支撑。基于2018年夏季南奥克尼群岛南极磷虾资源声学调查数据,将研究海域按经纬度划分为7个空间尺度,利用地统计学方法研究不同尺度下南极磷虾资源丰度的空间异质性特征。结果显示:①随着空间尺度的增大,块金值和块基比逐渐减小,偏基台值和基台值先减小后增大又减小,空间尺度为40'×40'时最大;②不同空间尺度下,模型的拟合效果不同,球状模型在空间尺度为20'×20'和50'×50'时拟合效果最好,指数模型在空间尺度为10'×10'时拟合效果最好,高斯模型在空间尺度为30'×30'、40'×40'和60'×60'时拟合效果最好,拟合结果均表现出较强的空间自相关性;③磷虾资源丰度空间结构显示,基于各向异性,分维值在尺度为50'×50'时方向差异最小,在60'×60'时方向差异最大;基于各向同性,分维值在尺度为60'×60'时最小,50'×50'时最大。研究表明,南奥克尼群岛南极磷虾资源丰度存在明显的空间异质性,其致因与南奥克尼群岛的海洋流场、水团交换引起的营养物质、温盐跃层的变化等外在环境因素,以及南极磷虾自身的行为方式等内在因素有关。

    Abstract:

    Antarctic krill (Euphausia superba) is a key species in the pelagic ecosystems of the Southern Ocean, and is also an important fishing target in China’s distant-water fisheries. A full understanding of its spatial distribution characteristics can provide theoretical support for the sustainable exploitation and conservation of E. superba resources. Based on acoustic data collected by E. superba resource survey in the South Orkney Islands in summer 2018, the survey area was divided into 7 different spatial scales and the geo-statistical method was used to research the spatial heterogeneity of abundance of E. superba at different spatial scales. The result showed that: ① as the spatial scale increased, the nugget and nugget-sill ration gradually decreased, the partial sill and sill decreased first, then increased and went down again, and 40'×40' spatial scale had the biggest values; ② at different spatial scales, the semi-variogram was fitted by different models, spherical model had the best performance at 20'×20' and 50'×50' spatial scales, exponential model had the best performance at 10'×10' spatial scale, Gaussian model had the best performance at 30'×30', 40'×40' and 60'×60' spatial scales. And the fitted models showed the spatial auto-correlation was relatively strong; ③ the spatial structure of E. superba showed that, based on anisotropy, 50'×50' spatial scale had the minimum difference of fractal dimension values, 60'×60' spatial scale had the biggest difference of fractal dimension values. Based on isotropy, 60'×60' spatial scale had the minimum fractal dimension value, 50'×50' spatial scale had the biggest fractal dimension value. It is concluded that the abundance of E. superba in the South Orkney Islands had distinct spatial heterogeneity, a number of factors contributed to this phenomenon, including external factors such as ocean flow fields, the change of nutrient and thermocline caused by the exchange of water masses and internal factors such as behavior character of E. superba.

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万树杰,朱国平.2018年夏季南奥克尼群岛南极磷虾资源丰度多尺度空间异质性[J].水产学报,2021,45(5):716~725

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  • 收稿日期:2019-11-04
  • 最后修改日期:2020-01-20
  • 录用日期:2020-04-24
  • 在线发布日期: 2021-05-10
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