Effects of environmental factors on the historical time serie of blackspot seabream commercial landings (1983 to 2015) in the strait of Gibraltar: A shared marine resource between the Spanish and Moroccan fleets

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2023-05-01 DOI:10.1016/j.jmarsys.2023.103883
V. Sanz-Fernández, J.C. Gutiérrez-Estrada
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引用次数: 1

Abstract

In the Strait of Gibraltar, the Blackspot Seabream (Pagellus bogaraveo, Brünnich 1768) is an economic resource of great commercial importance for the Spanish and Moroccan artisanal and Moroccan longline fleets. Given the great interest of the species for the fleets, it is of vital importance to know the dynamics of landings and how this can be influenced by environmental variability. From this arises the hypothesis of the present study: environmental mechanisms cause forcings in the dynamics of landings. To this end, we analysed the average annual dynamics of the time series of commercial landings of the Blackspot Seabream from 1983 to 2015 from a multivariate perspective. We applied trend, principal component (PCA) and time series clustering analyses to determine patterns and relationships between the fishery series and different oceanographic variables and climatic indices. In addition, we determined the influence of this set of variables on landings from a linear approach based on multiple linear regressions (MLRs) and generalized linear models (GLMs) and non-linear determined by generalized additive models (GAMs). The results obtained indicated the presence of common temporal patterns and the existence of significant influence between landings and ocean temperature with the current velocity modulus in specific layers and heat flux, causing lower fishing yields as we get colder waters with less intense currents. Such studies are of vital importance for the application of an ecosystem approach to the management of this resource by understanding the effect and influence of the environment on the dynamics of landings from the fishery.

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环境因素对直布罗陀海峡黑斑鲷商业登陆历史时间序列的影响(1983年至2015年):西班牙和摩洛哥舰队共享的海洋资源
在直布罗陀海峡,Blackspot Seabream(Pagellus bogaraveo,Brünnich 1768)是西班牙、摩洛哥手工和摩洛哥延绳钓船队的重要商业经济资源。鉴于该物种对舰队的巨大兴趣,了解着陆的动态以及环境变化如何影响着陆至关重要。由此产生了本研究的假设:环境机制导致着陆动力学的强迫作用。为此,我们从多元角度分析了1983年至2015年Blackspot Seabream商业登陆时间序列的年均动态。我们应用趋势主成分分析和时间序列聚类分析来确定渔业序列与不同海洋学变量和气候指数之间的模式和关系。此外,我们通过基于多元线性回归(MLR)和广义线性模型(GLM)的线性方法以及由广义加性模型(GAM)确定的非线性方法,确定了这组变量对着陆的影响。所获得的结果表明,存在常见的时间模式,登陆和海洋温度之间存在显著影响,特定层的流速模量和热通量,导致捕鱼产量降低,因为我们进入的水域较冷,水流强度较小。通过了解环境对渔业上岸动态的影响和影响,这些研究对于应用生态系统方法管理这一资源至关重要。
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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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