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野生三文鱼洄游路线影响海虱感染:基于主体的模型预测与养殖三文鱼幼鱼相关的感染。

Wild salmon migration routes influence sea lice infestations: An agent-based model predicting farm-related infestations on juvenile salmon.

机构信息

Aquaculture, Biotechnology and Aquatic Animal Health Science Branch, Fisheries and Oceans Canada, Ottawa, ON, Canada.

Modail Mara Inc., Charlottetown, Prince Edward Island, Canada.

出版信息

PLoS One. 2024 Aug 20;19(8):e0309215. doi: 10.1371/journal.pone.0309215. eCollection 2024.

Abstract

This study presents an Agent-Based Model (ABM) simulation to assess the impact of varying migration routes on sea lice (Caligus clemensi) infestation levels in juvenile wild sockeye salmon (Oncorhynchus nerka) in the Discovery Islands, British Columbia, Canada. This research highlights the importance of migratory routes in determining the extent of exposure to sea lice originating from nearby salmon farms. Three northward out-migration routes were modelled, each exposing the fish to different levels of infestation pressure based on proximity to salmon farms. The ABM incorporates spatially explicit migration patterns of juvenile sockeye salmon using a detailed raster map of the Discovery Islands. Key variables such as swimming speed, progression rate, and infestation levels were integrated into the model, offering a comprehensive analysis of migration and infestation dynamics. The study revealed that infestation rate is highly variable, depending on migration routes. Specifically, salmon traveling longer migration routes with lower infestation pressure may experience higher sea lice loads compared to those on shorter routes with higher infestation pressure. This underscores the role of low infestation pressures and the critical influence of swimming speed, which affects exposure time, and thus infestation rates. Additionally, the study conducted a sensitivity analysis to understand the influence of various parameters on infestation rates. This analysis highlighted the importance of swimming speed and progression rate, particularly in routes closer to the farms. The findings suggest that slower swimming speeds and meandering routes increase exposure to lice, thereby elevating infestation levels. The research contributes to understanding the dynamics of sea lice transmission and its relationship with salmon migration patterns. It underscores the necessity of considering migratory routes and farm proximity in managing and mitigating the impact of sea lice infestation on wild salmon populations. This study's insights are crucial for developing strategies to balance aquaculture practices with the conservation of wild salmon.

摘要

本研究采用基于主体的模型(ABM)模拟方法,评估不列颠哥伦比亚省发现群岛(Discovery Islands)中幼体野生红大麻哈鱼(Oncorhynchus nerka)的迁徙路线变化对海虱(Caligus clemensi)感染程度的影响。该研究强调了迁徙路线在确定幼体红大麻哈鱼接触来自附近鲑鱼养殖场的海虱程度方面的重要性。模拟了三条向北的洄游路线,每条路线都使鱼类受到来自附近鲑鱼养殖场不同程度的感染压力,具体取决于与鲑鱼养殖场的距离。ABM 使用发现群岛的详细栅格地图来模拟幼体红大麻哈鱼的空间洄游模式。游泳速度、行进速度和感染水平等关键变量被整合到模型中,提供了对迁徙和感染动态的全面分析。研究表明,感染率高度可变,取决于迁徙路线。具体而言,与较短路线上感染压力较高的鱼类相比,迁徙路线较长且感染压力较低的鲑鱼可能会经历更高的海虱负荷。这突显了低感染压力的作用以及游泳速度的关键影响,游泳速度会影响暴露时间,从而影响感染率。此外,该研究还进行了敏感性分析,以了解各种参数对感染率的影响。该分析强调了游泳速度和行进速度的重要性,特别是在更接近养殖场的路线上。研究结果表明,游泳速度较慢且洄游路线蜿蜒曲折会增加与虱子的接触,从而提高感染水平。该研究有助于理解海虱传播的动态及其与鲑鱼洄游模式的关系。它强调了在管理和减轻海虱感染对野生鲑鱼种群的影响时,需要考虑迁徙路线和养殖场的接近程度。本研究的见解对于制定策略来平衡水产养殖实践与野生鲑鱼保护至关重要。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/203f/11335166/59aedf7668e3/pone.0309215.g001.jpg

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