赤道海域茎柔鱼栖息地月间分布及与环境因子的关联

Monthly spatio-temporal distribution of potential habitat of jumbo flying squid Dosidicus gigas in the Equator and its relationship with environmental factors

  • 摘要: 为探究海洋经济物种栖息地空间分布与环境的关系,帮助企业有效利用和开发渔场,实验利用2012—2018年我国鱿钓渔船在赤道海域的捕捞数据,选取海表面温度 (sea surface temperature, SST)、海表面盐度 (sea surface salinity, SSS)、叶绿素浓度 (chlorophyll-a, Chl-a)、净初级生产力 (net primary production, NPP)、光合有效辐射 (photosynthetically active radiation, PAR)、涡旋动能 (eddy kinetic energy, EKE)和海平面异常 (sea level anomaly, SLA)7个环境因子以月为单位建立最大熵模型 (maximum entropy model, MaxEnt),分析赤道海域茎柔鱼栖息地的月间时空变化及环境因子的影响差异。结果显示,各月最大熵模型模拟精度AUC值较高,均超过0.8。适宜栖息地的月间时空分布特征显著,1—8月适宜栖息地向东南海域移动,随后月份逐渐转向西北海域。环境因子贡献率表明,各月间环境因子对茎柔鱼栖息地分布影响具有明显差异,关键环境因子对模型的累计贡献率均超过60%。整体来看SST、NPP、PAR和EKE是影响茎柔鱼栖息地分布的关键环境因子,关键环境因子的适宜范围呈现出明显的月间变化。各月茎柔鱼分布对SST的空间分布表现出较高的敏感性,且海流和涡旋可能会对茎柔鱼渔场分布具有较大影响。研究表明,赤道海域茎柔鱼栖息地存在明显的月间分布特征,环境因子对栖息地分布影响具有明显差异。

     

    Abstract: In order to explore the relationship between spatial and temporal distribution of potential habitats of marine economic species and environmental conditions and effectively help enterprises to utilize and develop fishing grounds. Dosidicus gigas is widely distributed in the Eastern Pacific Ocean, from California (30°N) to Chile (45°S), and can reach 125°W in Equator. Based on the fisheries data of Chinese squid-jigging fishing vessels in equatorial waters from 2012 to 2018, and environmental data including sea surface temperature (SST), sea surface salinity (SSS), chlorophyll-a (Chl-a), net primary production (NPP), photosynthetically active radiation (PAR), eddy kinetic energy (EKE) and sea level anomaly (SLA), this study established the maximum entropy model (MaxEnt) to analyze the spatial and temporal variations of habitat and the influence of environmental factors from month to month. The results showed that CPUE was higher from January to March, while the fishing effort was higher from July to August. AUC of the MaxEnt model were more than 0.8 in each month, indicating that the simulation results were accurate. The spatial and temporal distribution characteristics of suitable habitat were significant in different months. The suitable habitat of D. gigas was distributed between 3°N-3°S, and gradually moved eastward from January to May. Suitable habitat began to shift to the southeast (85°-102°W, 2°-5°S) in June and moved northwestward in August. The results of contribution rate for environmental factors showed that impacts of environmental variables on habitat distribution of D. gigas in different months were significantly different. The cumulative contribution rate of key environmental factors to the model was more than 60% in each month. Overall, SST, NPP, PAR and EKE were the key environmental factors that strongly affected the habitat distribution of D. gigas. Suitable range of each key environmental factor showed significantly monthly variations. In addition, it was speculated that the distribution of suitable habitat of D. gigas was extremely sensitive to SST patterns, and currents and eddies might have a great impact on the distribution of D. gigas. The results showed that there were obvious monthly distribution characteristics in the D. gigas habitat in the equatorial waters, and the effects of environmental factors on the habitat distribution were significantly different.

     

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