南极磷虾(Euphausia superba)密度对比的变化:大小、季节和地区的不可忽视的重要性

IF 2.3 2区 农林科学 Q2 FISHERIES
Zhuang Chen , Guoping Zhu
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引用次数: 0

摘要

声学方法已被广泛应用于南极磷虾生物量的估算,但其精度往往受到声散射模型参数的影响。该模型使用了一个恒定的g值,由于个体发生、季节和地区的影响,可能会在估计中引入偏差。本文采用广义加性模型(GAM)研究了磷虾的g值以及大小、季节和地区对g值的影响,发现g值受这些变量的影响显著。最优GAM解释了磷虾g值偏差的57.3% %,其中“月”贡献最大(24.32 %绝对,42.43 %相对解释偏差)。g值的0.5 %的变化会导致目标强度的大约0.8 dB的差异。研究表明,在磷虾生物量声学估算中,以g值作为输入参数时,磷虾标准长度、区域和季节的重要性不容忽视。研究进一步表明,磷虾g值的个体、区域和季节变化应纳入声学生物量估算模型,以提高其准确性,为磷虾保护和管理工作提供支持。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Variability in the density contrast of Antarctic krill (Euphausia superba): The non-negligible importance of size, season and region
The acoustic method has been widely used for estimating the biomass of Antarctic krill (Euphausia superba), the accuracy of which is often influenced by the parameters of the acoustic scattering model. A constant g-value has been used for this model, potentially introducing biases in the estimates due to effects of ontogeny, season and region. This study investigated the g-value of krill and the effects of size, season and region on this value using the generalized additive model (GAM) and found that the g-values were significantly affected by these variables. The optimal GAM explained 57.3 % of the deviance in the krill g-values, with 'Month' contributing the largest share (24.32 % absolute, 42.43 % relative to the explained deviance). A 0.5 % change in the g-value was found to result in approximately 0.8 dB difference in target strength. This study concluded that the importance of krill standard length, region and season cannot be neglected when considering the g-value as an input parameter in acoustic estimation of krill biomass. The study further suggests that ontogenetic, regional and seasonal variation in the g-value of krill should be incorporated into acoustic biomass estimation models to improve their accuracy and support krill conservation and management efforts.
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来源期刊
Fisheries Research
Fisheries Research 农林科学-渔业
CiteScore
4.50
自引率
16.70%
发文量
294
审稿时长
15 weeks
期刊介绍: This journal provides an international forum for the publication of papers in the areas of fisheries science, fishing technology, fisheries management and relevant socio-economics. The scope covers fisheries in salt, brackish and freshwater systems, and all aspects of associated ecology, environmental aspects of fisheries, and economics. Both theoretical and practical papers are acceptable, including laboratory and field experimental studies relevant to fisheries. Papers on the conservation of exploitable living resources are welcome. Review and Viewpoint articles are also published. As the specified areas inevitably impinge on and interrelate with each other, the approach of the journal is multidisciplinary, and authors are encouraged to emphasise the relevance of their own work to that of other disciplines. The journal is intended for fisheries scientists, biological oceanographers, gear technologists, economists, managers, administrators, policy makers and legislators.
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