Detection of a stress related acoustic signature by passive acoustic monitoring in Atlantic salmon farming

IF 3.6 2区 农林科学 Q2 AGRICULTURAL ENGINEERING Aquacultural Engineering Pub Date : 2024-10-09 DOI:10.1016/j.aquaeng.2024.102472
Kristbjörg Edda Jónsdóttir , John Reidar Mathiassen , Eirik Svendsen , Carolyn Mary Rosten , Nina Bloecher , Martin Føre , Rolf Erik Olsen , Bengt Finstad , Zsolt Volent
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Abstract

Crowding is a necessary operation for moving fish out of or between sea cages in Atlantic salmon farming. These operations consist of gradually reducing available volume in the nets to increase the biomass density. This is known to stress the fish, increase risk of injury, and can in extreme cases increase mortality rates. To reduce the negative impacts of crowding, the operation must be adjusted based on real-time monitoring of fish welfare. Today, this is mainly done by manually monitoring surface activity, as the high fish density limits the use of available tools. In this paper a new approach for monitoring was applied to crowding of meso-scale cages containing 40 fish each, using automatic detection of passive acoustic signatures. Four synchronised hydrophones were deployed and the acoustic signature was defined from the recordings. The automatic detection algorithm recorded an extreme increase in registered acoustic events during crowding, as high as 1000 events per 10 min period, compared to only 20 events per 10 min period on the day following crowding. Correlating the number of acoustic events to recorded heart rate and activity measures from implants in the salmon indicate that automatically registering acoustic events is a promising method for monitoring farmed fish.
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通过被动声学监测检测大西洋鲑鱼养殖中与压力有关的声学特征
拥挤是大西洋鲑鱼养殖中将鱼移出网箱或在网箱之间移动的必要操作。这些操作包括逐渐减少网箱中的可用容积,以增加生物量密度。众所周知,这会给鱼造成压力,增加受伤风险,在极端情况下还会增加死亡率。为了减少拥挤带来的负面影响,必须根据对鱼类福利的实时监控来调整操作。目前,这主要是通过人工监测水面活动来实现的,因为高密度的鱼群限制了现有工具的使用。本文采用了一种新的监测方法,利用被动声学信号的自动检测,对中型网箱(每个网箱有 40 条鱼)的拥挤情况进行监测。在网箱中部署了四个同步水听器,并根据记录确定声学特征。自动检测算法记录到,拥挤期间登记的声学事件急剧增加,每 10 分钟高达 1000 个事件,而在拥挤后的第二天,每 10 分钟只有 20 个事件。将声学事件数量与鲑鱼体内植入物记录的心率和活动测量值相关联,表明自动登记声学事件是一种很有前景的监测养殖鱼类的方法。
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来源期刊
Aquacultural Engineering
Aquacultural Engineering 农林科学-农业工程
CiteScore
8.60
自引率
10.00%
发文量
63
审稿时长
>24 weeks
期刊介绍: Aquacultural Engineering is concerned with the design and development of effective aquacultural systems for marine and freshwater facilities. The journal aims to apply the knowledge gained from basic research which potentially can be translated into commercial operations. Problems of scale-up and application of research data involve many parameters, both physical and biological, making it difficult to anticipate the interaction between the unit processes and the cultured animals. Aquacultural Engineering aims to develop this bioengineering interface for aquaculture and welcomes contributions in the following areas: – Engineering and design of aquaculture facilities – Engineering-based research studies – Construction experience and techniques – In-service experience, commissioning, operation – Materials selection and their uses – Quantification of biological data and constraints
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