基于结构方程建模的淡水补给对马达加斯加西海岸鳕鱼CPUE的影响

IF 2.1 4区 环境科学与生态学 Q3 ECOLOGY
Honglin Zhang , Jian Zhang , Houcheng Song , Jiaojiao Fei , Jin Zhao
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引用次数: 0

摘要

要保护渔业资源,实现渔业可持续发展,就必须了解渔业资源与环境因素之间的关系,以及种群分布如何应对环境变化。然而,渔业资源的变化受多种相互关联的复杂环境因素的影响。目前的研究主要关注环境因素对种群分布和资源丰度的直接影响,往往忽视了这些因素之间的相互作用。本研究调查了不同环境因素及其相互关系对马达加斯加西海岸鳕鱼种群的影响机制和途径。采用结构方程模型(SEM)分析了2014年至2019年的数据。该分析用于评估鮨科鱼类 CPUE(单位努力渔获量)与降水、径流、海面温度(SST)、海面高度异常(SSHA)和叶绿素 a 浓度(Chl-a)等环境变量之间的关系。SEM 模型的拟合效果良好,表明径流、海面温度、海面高度异常和 Chl-a 均直接影响 F. indicus CPUE。具体而言,径流、海温和 Chl-a 均与 CPUE 呈正相关,而 SSHA 呈负相关。降水通过影响 SST 和 SSHA 间接影响 CPUE,而径流则通过影响 SSHA 影响 CPUE。这些发现揭示了淡水补给和其他海洋环境因素直接或间接影响马达加斯加西海岸鳕鱼种群资源变化的潜在机制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Effects of freshwater replenishment on the Fenneropenaeus indicus CPUE along the west coast of Madagascar based on structural equation modeling
To conserve fisheries resources and achieve sustainable fisheries development, having an understanding of the relationship between fisheries resources and environmental factors, as well as how population distributions respond to environmental changes, is fundamental. However, variations in fisheries resources are influenced by multiple complex interrelated environmental factors. Current research primarily focuses on the direct impacts of environmental factors on population distribution and resource abundance, often overlooking the interactions between these factors. This study investigated the mechanisms and pathways by which different environmental factors and their interrelationships affect Fenneropenaeus indicus stock on the west coast of Madagascar. A structural equation model (SEM) was used to analyze data from 2014 to 2019. This analysis was used to assess the relationships between F. indicus CPUE (Catch Per Unit Effort) and environmental variables such as precipitation, runoff, sea surface temperature (SST), sea surface height anomaly (SSHA), and chlorophyll a concentration (Chl-a). The SEM model provided a good fit and indicated that the runoff, SST, SSHA, and Chl-a all directly affected F. indicus CPUE. Specifically, the runoff, SST, and Chl-a all correlated positively with the CPUE, while the SSHA correlated negatively. Precipitation indirectly influenced the CPUE by affecting the SST and SSHA, while runoff influenced the CPUE through its impact on the SSHA. These findings reveal the potential mechanisms by which freshwater replenishment and other marine environmental factors directly or indirectly affect the variability of the F. indicus population resources along Madagascar's west coast.
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来源期刊
Regional Studies in Marine Science
Regional Studies in Marine Science Agricultural and Biological Sciences-Ecology, Evolution, Behavior and Systematics
CiteScore
3.90
自引率
4.80%
发文量
336
审稿时长
69 days
期刊介绍: REGIONAL STUDIES IN MARINE SCIENCE will publish scientifically sound papers on regional aspects of maritime and marine resources in estuaries, coastal zones, continental shelf, the seas and oceans.
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