首页 > 最新文献

Fisheries Research最新文献

英文 中文
Response by Abass to the letter to the editor by Pinder et al. Abass对Pinder等人致编辑信的回应。
IF 2.3 2区 农林科学 Q2 FISHERIES Pub Date : 2025-12-01 DOI: 10.1016/j.fishres.2025.107574
Zaheer Abass, Tasaduq Hussain Shah, Farooz Ahmed Bhat, Karankumar Ramteke, Aadil Hussain Magloo, Ishfaq Hamid, Rinkesh Nemichand Wanjari, Iyyappan Somasundharam
{"title":"Response by Abass to the letter to the editor by Pinder et al.","authors":"Zaheer Abass, Tasaduq Hussain Shah, Farooz Ahmed Bhat, Karankumar Ramteke, Aadil Hussain Magloo, Ishfaq Hamid, Rinkesh Nemichand Wanjari, Iyyappan Somasundharam","doi":"10.1016/j.fishres.2025.107574","DOIUrl":"10.1016/j.fishres.2025.107574","url":null,"abstract":"","PeriodicalId":50443,"journal":{"name":"Fisheries Research","volume":"292 ","pages":"Article 107574"},"PeriodicalIF":2.3,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145624186","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Responsible restocking to aid recovery of an iconic sciaenid fishery: A case study of Mulloway (Argyrosomus japonicus) 负责任地重新放养以帮助恢复一种标志性的鱼科鱼类:以马洛威鱼(Argyrosomus japonicus)为例
IF 2.3 2区 农林科学 Q2 FISHERIES Pub Date : 2025-12-01 DOI: 10.1016/j.fishres.2025.107620
Alistair Becker , Julian M. Hughes , Ashley M. Fowler , Matthew D. Taylor
Globally, sciaenids are targeted by commercial and recreational fishing sectors. Their coastal habitat, schooling behaviour, late maturation and often larger sizes, can make them vulnerable to overfishing. There are also advanced aquaculture techniques that are currently employed in both grow out for market and stocking programs. In south-eastern Australia Mulloway (Argyrosomus japonicus) have recently been considered ‘recovering’ after 20 years of relatively low biomass and a ‘depleted’ stock status. The species is the focus of a developing harvest strategy, restocking provides a management tool to support stock recovery in certain circumstances. A literature review of Sciaenidae stocking programs was conducted to identify characteristics of successful programs, and important considerations to avoid deleterious effects. Similarities in the constraints and complexity of stocking across Sciaenidae were identified which largely relate to genetic considerations and broodstock management, ecological interactions, and optimising size-at-release. The review synthesises this large body of literature and provides broad principles to guide future sciaenid stocking programs. Aquaculture-aided enhancement is rarely, if ever, incorporated within a harvest strategy. Using Mulloway as a case study, we develop this concept by highlighting important considerations, challenges, and potential outcomes, when integrating Aquaculture-aided enhancement as a support measure within this management framework.
在全球范围内,海螺是商业和休闲捕鱼部门的目标。它们的沿海栖息地、成群结队的行为、成熟较晚以及往往体型较大,这些都使它们容易受到过度捕捞的影响。还有先进的水产养殖技术,目前在市场生长和放养计划中都得到了应用。在澳大利亚东南部,Mulloway (Argyrosomus japonicus)在经历了20年相对较低的生物量和“枯竭”的种群状态后,最近被认为正在“恢复”。该物种是开发收获战略的重点,重新放养提供了在某些情况下支持种群恢复的管理工具。通过文献综述,探讨了成功放养计划的特点,以及避免有害影响的重要注意事项。研究发现,不同海蜇科的放养限制和复杂性具有相似性,这主要与遗传因素、亲鱼管理、生态相互作用和放养大小优化有关。这篇综述综合了大量的文献,并为指导未来的科学放养计划提供了广泛的原则。水产养殖辅助增强型很少(如果有的话)被纳入一个收获战略。以Mulloway为例,我们在将水产养殖辅助增强作为一项支持措施纳入这一管理框架时,通过强调重要的考虑因素、挑战和潜在的结果来发展这一概念。
{"title":"Responsible restocking to aid recovery of an iconic sciaenid fishery: A case study of Mulloway (Argyrosomus japonicus)","authors":"Alistair Becker ,&nbsp;Julian M. Hughes ,&nbsp;Ashley M. Fowler ,&nbsp;Matthew D. Taylor","doi":"10.1016/j.fishres.2025.107620","DOIUrl":"10.1016/j.fishres.2025.107620","url":null,"abstract":"<div><div>Globally, sciaenids are targeted by commercial and recreational fishing sectors. Their coastal habitat, schooling behaviour, late maturation and often larger sizes, can make them vulnerable to overfishing. There are also advanced aquaculture techniques that are currently employed in both grow out for market and stocking programs. In south-eastern Australia Mulloway (<em>Argyrosomus japonicus</em>) have recently been considered ‘recovering’ after 20 years of relatively low biomass and a ‘depleted’ stock status. The species is the focus of a developing harvest strategy, restocking provides a management tool to support stock recovery in certain circumstances. A literature review of Sciaenidae stocking programs was conducted to identify characteristics of successful programs, and important considerations to avoid deleterious effects. Similarities in the constraints and complexity of stocking across Sciaenidae were identified which largely relate to genetic considerations and broodstock management, ecological interactions, and optimising size-at-release. The review synthesises this large body of literature and provides broad principles to guide future sciaenid stocking programs. Aquaculture-aided enhancement is rarely, if ever, incorporated within a harvest strategy. Using Mulloway as a case study, we develop this concept by highlighting important considerations, challenges, and potential outcomes, when integrating Aquaculture-aided enhancement as a support measure within this management framework.</div></div>","PeriodicalId":50443,"journal":{"name":"Fisheries Research","volume":"293 ","pages":"Article 107620"},"PeriodicalIF":2.3,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145684882","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Rebuttal to the Response by Abass et al. 对Abass等人回应的反驳。
IF 2.3 2区 农林科学 Q2 FISHERIES Pub Date : 2025-12-01 DOI: 10.1016/j.fishres.2025.107575
Adrian C. Pinder, Rajeev Raghavan, Steven J. Cooke, J. Robert Britton
{"title":"Rebuttal to the Response by Abass et al.","authors":"Adrian C. Pinder,&nbsp;Rajeev Raghavan,&nbsp;Steven J. Cooke,&nbsp;J. Robert Britton","doi":"10.1016/j.fishres.2025.107575","DOIUrl":"10.1016/j.fishres.2025.107575","url":null,"abstract":"","PeriodicalId":50443,"journal":{"name":"Fisheries Research","volume":"293 ","pages":"Article 107575"},"PeriodicalIF":2.3,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145684883","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Rebuttal to the response by Millar and Broadhurst 米勒和布罗德赫斯特对此回应的反驳
IF 2.3 2区 农林科学 Q2 FISHERIES Pub Date : 2025-11-29 DOI: 10.1016/j.fishres.2025.107577
Bent Herrmann, Juan Santos, Manu Sistiaga, Jure Brčić, Junita D. Karlsen, Valentina Melli, Antonello Sala, Tiago Veiga-Malta, Jesse Brinkhof, Andrea Petetta, Mengjie Yu, Mark J.M. Lomeli, Elsa Cuende, Jordan P. Feekings, Ludvig A. Krag
{"title":"Rebuttal to the response by Millar and Broadhurst","authors":"Bent Herrmann,&nbsp;Juan Santos,&nbsp;Manu Sistiaga,&nbsp;Jure Brčić,&nbsp;Junita D. Karlsen,&nbsp;Valentina Melli,&nbsp;Antonello Sala,&nbsp;Tiago Veiga-Malta,&nbsp;Jesse Brinkhof,&nbsp;Andrea Petetta,&nbsp;Mengjie Yu,&nbsp;Mark J.M. Lomeli,&nbsp;Elsa Cuende,&nbsp;Jordan P. Feekings,&nbsp;Ludvig A. Krag","doi":"10.1016/j.fishres.2025.107577","DOIUrl":"10.1016/j.fishres.2025.107577","url":null,"abstract":"","PeriodicalId":50443,"journal":{"name":"Fisheries Research","volume":"293 ","pages":"Article 107577"},"PeriodicalIF":2.3,"publicationDate":"2025-11-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145618368","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Quantifying depletion rates of benthic macrofauna from the Danish Seine – A ‘low impact’ mobile bottom-contacting fishing gear 量化丹麦塞纳河底栖大型动物的耗损率——一种“低影响”的移动触底渔具
IF 2.3 2区 农林科学 Q2 FISHERIES Pub Date : 2025-11-29 DOI: 10.1016/j.fishres.2025.107611
Katrina Bromhall , Ciarán McLaverty , Ole R. Eigaard , Tim J.G. Wilms , Thomas Noack , Finbarr G. O’Neill , Grete E. Dinesen
The Danish ‘anchor’ seine is a widely used commercial fishing gear, assumed to have relatively low seabed impact due to shallow sediment penetration. However, this assumption has lacked empirical testing. Here, we quantify benthic macrofaunal depletion from Danish seines for the first time via a Before-After-Control-Impact (BACI) experiment involving single and multiple hauls. By attaching GPS loggers to the seine gear, we analysed separate benthic effects of the two main seine components (rope and ground gear) using targeted sampling within the respective footprints. From 120 Van Veen grab samples, we observed little or no depletion in macrofaunal density, biomass, or species richness for either gear component or haul treatment. However, multiple hauls led to marked depletion of erect tube-building Phoronis spp., which declined by 90 % in the rope and 64 % in ground gear footprints. Overall, macrofauna depletion was greater when subjected to multiple hauls, with clearer negative effects in rope impacted areas. Conversely, metrics such as density and biomass unexpectedly increased in ground-gear impacted areas, possibly due to scavenging species or natural variability in macrofauna distributions. We further estimated a whole-gear single-haul biomass depletion rate of 0.068, though this estimate is based on large-bodied fauna (>4 mm) and was associated with high uncertainty. Despite considerable sampling effort, the contrasting results and chiefly species-specific effects indicate an overall low benthic impact from the Danish seine. This outcome supports the general assumption of its relatively low impact, and as a potential alternative to more damaging beam trawls that target the same species in similar habitats.
丹麦的“锚”围网是一种广泛使用的商业渔具,由于浅层沉积物渗透,被认为对海底的影响相对较小。然而,这一假设缺乏实证检验。在这里,我们首次通过包括单次和多次运输的控制-影响前-后(BACI)实验,量化了丹麦围网的底栖大型动物枯竭。通过将GPS记录仪连接到围网设备上,我们在各自的足迹内使用目标采样分析了两个主要围网组件(绳索和地面设备)的单独底栖生物影响。从120个Van Veen grab样本中,我们观察到无论是齿轮组成还是拖运处理,大型动物密度、生物量或物种丰富度几乎没有减少。然而,多次牵引导致直立成管的Phoronis spp明显减少,绳索上的Phoronis spp减少了90% %,地面齿轮足迹减少了64% %。总的来说,当受到多次牵引时,大型动物的消耗更大,对绳索影响区域的负面影响更明显。相反,在受陆生动物影响的地区,密度和生物量等指标出人意料地增加,这可能是由于食腐物种或大型动物分布的自然变异性。我们进一步估计了整轮单次运输的生物量耗耗率为0.068,尽管这一估计是基于大型动物(>4 mm),并且具有很高的不确定性。尽管进行了大量的采样工作,但对比结果和主要的物种特异性影响表明,丹麦塞纳河总体上对底栖动物的影响较低。这一结果支持了其影响相对较小的一般假设,并且作为一种潜在的替代方案,可以替代针对相似栖息地中相同物种的更具破坏性的横梁拖网。
{"title":"Quantifying depletion rates of benthic macrofauna from the Danish Seine – A ‘low impact’ mobile bottom-contacting fishing gear","authors":"Katrina Bromhall ,&nbsp;Ciarán McLaverty ,&nbsp;Ole R. Eigaard ,&nbsp;Tim J.G. Wilms ,&nbsp;Thomas Noack ,&nbsp;Finbarr G. O’Neill ,&nbsp;Grete E. Dinesen","doi":"10.1016/j.fishres.2025.107611","DOIUrl":"10.1016/j.fishres.2025.107611","url":null,"abstract":"<div><div>The Danish ‘anchor’ seine is a widely used commercial fishing gear, assumed to have relatively low seabed impact due to shallow sediment penetration. However, this assumption has lacked empirical testing. Here, we quantify benthic macrofaunal depletion from Danish seines for the first time via a Before-After-Control-Impact (BACI) experiment involving single and multiple hauls. By attaching GPS loggers to the seine gear, we analysed separate benthic effects of the two main seine components (rope and ground gear) using targeted sampling within the respective footprints. From 120 Van Veen grab samples, we observed little or no depletion in macrofaunal density, biomass, or species richness for either gear component or haul treatment. However, multiple hauls led to marked depletion of erect tube-building <em>Phoronis</em> spp., which declined by 90 % in the rope and 64 % in ground gear footprints. Overall, macrofauna depletion was greater when subjected to multiple hauls, with clearer negative effects in rope impacted areas. Conversely, metrics such as density and biomass unexpectedly increased in ground-gear impacted areas, possibly due to scavenging species or natural variability in macrofauna distributions. We further estimated a whole-gear single-haul biomass depletion rate of 0.068, though this estimate is based on large-bodied fauna (&gt;4 mm) and was associated with high uncertainty. Despite considerable sampling effort, the contrasting results and chiefly species-specific effects indicate an overall low benthic impact from the Danish seine. This outcome supports the general assumption of its relatively low impact, and as a potential alternative to more damaging beam trawls that target the same species in similar habitats.</div></div>","PeriodicalId":50443,"journal":{"name":"Fisheries Research","volume":"293 ","pages":"Article 107611"},"PeriodicalIF":2.3,"publicationDate":"2025-11-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145618367","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Identifying key factors influencing the spatiotemporal variability of longline fishing activities in the Western and Central Pacific Ocean 确定影响中西太平洋延绳钓活动时空变异的关键因素
IF 2.3 2区 农林科学 Q2 FISHERIES Pub Date : 2025-11-22 DOI: 10.1016/j.fishres.2025.107605
Shenglong Yang , Wei Wang , Shengmao Zhang , Yumei Wu , Heng Zhang , Xiumei Fan , Fenghua Tang , Fei Wang
Accurately understanding the dynamic changes in fishing activities and their influencing mechanisms is crucial for the conservation of marine biological resources and fisheries management. This study extracted fishing effort information from Automatic Identification System (AIS) data and integrated 19 oceanic environmental variables, including Sea Surface Temperature (SST), Finite Size Lyapunov Exponent (FSLE), Dissolved Oxygen (O2), and Distance to Shore (DSH), to construct an MCRU-Net neural network framework at multiple spatiotemporal scales for predicting the spatial distribution and intensity of fishing activities. Furthermore, an input variable importance evaluation method was developed to identify the key environmental factors influencing the spatiotemporal variations of longline fishing operations in the region. The results show that SST and FSLE are the most critical factors affecting the operational distribution of tuna longline vessels. The spatiotemporal scale significantly influences the model’s predictive accuracy: larger scales improve spatial prediction accuracy, while smaller scales are more suitable for accurately predicting fishing intensity. The proposed deep learning model effectively captures the spatiotemporal dynamics of fishing activities across different scales and accurately identifies critical environmental drivers, thereby providing a scientific basis and decision-making support for fisheries resource management and sustainable development.
准确认识渔业活动的动态变化及其影响机制,对海洋生物资源养护和渔业管理具有重要意义。本研究利用自动识别系统(AIS)数据提取捕捞努力量信息,综合海面温度(SST)、有限尺寸Lyapunov指数(FSLE)、溶解氧(O2)和岸距(DSH)等19个海洋环境变量,构建了多时空尺度MCRU-Net神经网络框架,用于预测捕捞活动的空间分布和强度。在此基础上,建立了一种输入变量重要性评价方法,以确定影响该地区延绳钓作业时空变化的关键环境因素。结果表明,海温和FSLE是影响金枪鱼延绳钓渔船作业分布的最关键因素。时空尺度对模型的预测精度影响显著,大尺度提高了空间预测精度,而小尺度更适合准确预测捕捞强度。该深度学习模型能有效捕捉不同尺度渔业活动的时空动态,准确识别关键环境驱动因素,为渔业资源管理和可持续发展提供科学依据和决策支持。
{"title":"Identifying key factors influencing the spatiotemporal variability of longline fishing activities in the Western and Central Pacific Ocean","authors":"Shenglong Yang ,&nbsp;Wei Wang ,&nbsp;Shengmao Zhang ,&nbsp;Yumei Wu ,&nbsp;Heng Zhang ,&nbsp;Xiumei Fan ,&nbsp;Fenghua Tang ,&nbsp;Fei Wang","doi":"10.1016/j.fishres.2025.107605","DOIUrl":"10.1016/j.fishres.2025.107605","url":null,"abstract":"<div><div>Accurately understanding the dynamic changes in fishing activities and their influencing mechanisms is crucial for the conservation of marine biological resources and fisheries management. This study extracted fishing effort information from Automatic Identification System (AIS) data and integrated 19 oceanic environmental variables, including Sea Surface Temperature (SST), Finite Size Lyapunov Exponent (FSLE), Dissolved Oxygen (O2), and Distance to Shore (DSH), to construct an MCRU-Net neural network framework at multiple spatiotemporal scales for predicting the spatial distribution and intensity of fishing activities. Furthermore, an input variable importance evaluation method was developed to identify the key environmental factors influencing the spatiotemporal variations of longline fishing operations in the region. The results show that SST and FSLE are the most critical factors affecting the operational distribution of tuna longline vessels. The spatiotemporal scale significantly influences the model’s predictive accuracy: larger scales improve spatial prediction accuracy, while smaller scales are more suitable for accurately predicting fishing intensity. The proposed deep learning model effectively captures the spatiotemporal dynamics of fishing activities across different scales and accurately identifies critical environmental drivers, thereby providing a scientific basis and decision-making support for fisheries resource management and sustainable development.</div></div>","PeriodicalId":50443,"journal":{"name":"Fisheries Research","volume":"292 ","pages":"Article 107605"},"PeriodicalIF":2.3,"publicationDate":"2025-11-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145579347","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Feature-based cluster selection framework for binary classification on imbalanced acoustic data 基于特征的声学数据二值分类聚类选择框架
IF 2.3 2区 农林科学 Q2 FISHERIES Pub Date : 2025-11-22 DOI: 10.1016/j.fishres.2025.107598
Ahmet Pala , Anna Oleynik , Nils Olav Handegard
Underwater acoustics is an important component of fisheries management. Echograms, generated from acoustic backscatter data collected via echosounders, provide information on the distribution and abundance of marine life. Acoustic target classification (ATC) categorizes backscatters by assigning them into specific groups, such as fish or seabed. Traditionally, ATC requires extensive manual annotation, which is both time-consuming and prone to inconsistency. Automated approaches often rely on labeled data, but obtaining precise annotations remains challenging. This study introduces a method combining self-supervised learning (SSL) and clustering to perform high-resolution analysis of acoustic data. SSL features are extracted from echograms and clustered to classify pixels in a binary task. To address class imbalance, an over-clustering strategy is applied, followed by a greedy cluster selection algorithm guided by labeled data to maximize the F1 score. Aggregated probabilities for each pixel are calculated based on the selected clusters and thresholded to assign class labels. This feature-based approach is compared to a version using untreated data instead of features, and to a fully supervised method. Results show that the feature-based approach outperforms the raw data-based version and achieves performance close to the supervised model. Self-supervised data representations enable the training of simple yet effective downstream classification models.
水声是渔业管理的重要组成部分。回声图是由回声探测仪收集的声波反向散射数据生成的,它提供了有关海洋生物分布和丰富程度的信息。声学目标分类(ATC)通过将后向散射物划分为特定的组,例如鱼类或海底。传统上,ATC需要大量的手工注释,这既耗时又容易不一致。自动化方法通常依赖于标记的数据,但获得精确的注释仍然具有挑战性。本文介绍了一种结合自监督学习(SSL)和聚类的声学数据高分辨率分析方法。从回声图中提取SSL特征并聚类以对二进制任务中的像素进行分类。为了解决类不平衡问题,采用了过度聚类策略,然后采用标记数据引导的贪婪聚类选择算法来最大化F1分数。基于所选择的聚类和阈值计算每个像素的聚合概率,以分配类标签。将这种基于特征的方法与使用未经处理的数据而不是特征的方法进行比较,并与完全监督的方法进行比较。结果表明,基于特征的方法优于基于原始数据的方法,性能接近监督模型。自监督数据表示可以训练简单而有效的下游分类模型。
{"title":"Feature-based cluster selection framework for binary classification on imbalanced acoustic data","authors":"Ahmet Pala ,&nbsp;Anna Oleynik ,&nbsp;Nils Olav Handegard","doi":"10.1016/j.fishres.2025.107598","DOIUrl":"10.1016/j.fishres.2025.107598","url":null,"abstract":"<div><div>Underwater acoustics is an important component of fisheries management. Echograms, generated from acoustic backscatter data collected via echosounders, provide information on the distribution and abundance of marine life. Acoustic target classification (ATC) categorizes backscatters by assigning them into specific groups, such as fish or seabed. Traditionally, ATC requires extensive manual annotation, which is both time-consuming and prone to inconsistency. Automated approaches often rely on labeled data, but obtaining precise annotations remains challenging. This study introduces a method combining self-supervised learning (SSL) and clustering to perform high-resolution analysis of acoustic data. SSL features are extracted from echograms and clustered to classify pixels in a binary task. To address class imbalance, an over-clustering strategy is applied, followed by a greedy cluster selection algorithm guided by labeled data to maximize the <span><math><mrow><mi>F</mi><mn>1</mn></mrow></math></span> score. Aggregated probabilities for each pixel are calculated based on the selected clusters and thresholded to assign class labels. This feature-based approach is compared to a version using untreated data instead of features, and to a fully supervised method. Results show that the feature-based approach outperforms the raw data-based version and achieves performance close to the supervised model. Self-supervised data representations enable the training of simple yet effective downstream classification models.</div></div>","PeriodicalId":50443,"journal":{"name":"Fisheries Research","volume":"292 ","pages":"Article 107598"},"PeriodicalIF":2.3,"publicationDate":"2025-11-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145579346","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Rebuttal to the response by Ryznar and Litzow 对Ryznar和Litzow回应的反驳
IF 2.3 2区 农林科学 Q2 FISHERIES Pub Date : 2025-11-21 DOI: 10.1016/j.fishres.2025.107573
Sarah Robinson Webster, John Gauvin
{"title":"Rebuttal to the response by Ryznar and Litzow","authors":"Sarah Robinson Webster,&nbsp;John Gauvin","doi":"10.1016/j.fishres.2025.107573","DOIUrl":"10.1016/j.fishres.2025.107573","url":null,"abstract":"","PeriodicalId":50443,"journal":{"name":"Fisheries Research","volume":"292 ","pages":"Article 107573"},"PeriodicalIF":2.3,"publicationDate":"2025-11-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145579345","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Seal cognition and the prospects of mitigating human-seal conflicts with deterrent devices 海豹的认知和用威慑装置减轻人海豹冲突的前景
IF 2.3 2区 农林科学 Q2 FISHERIES Pub Date : 2025-11-21 DOI: 10.1016/j.fishres.2025.107607
Topi K. Lehtonen , Petri Suuronen
The behavioural patterns and cognitive capacities of seals, along with the fast recovery of their populations in many coastal regions, have brought them into intensifying conflict with aquaculture and capture fisheries. To promote coexistence between seal populations and the fishery sector, acoustic deterrent devices (ADDs) are widely employed to prevent seals from approaching fish farms, fishing gear, coastal development sites or key areas of fish reproduction. Our literature review highlights the need for a deeper understanding of various aspects seal behaviour and cognition, such as their spatial awareness, learning capacities and problem-solving skills. Such knowledge is valuable both academically and in helping to mitigate human–seal conflicts, while minimising harm, such as hearing damage, to seals and non-target species. For instance, the current deterrent strategies often overlook behavioural and cognitive traits that may allow seals to circumvent the deterrents, thereby compromising their long-term effectiveness and causing animal welfare concerns. Our review underscores the need to understand the consequences of individual behavioural differences and environmental variability when addressing the challenges of ADDs and human–seal conflicts more generally. Such research can promote the development of more effective and ethically sound solutions to mitigate the conflict, including technical development of ADD systems that are more cost-effective, practical and align with animal welfare.
海豹的行为模式和认知能力,以及许多沿海地区海豹数量的迅速恢复,使它们与水产养殖和捕捞渔业之间的冲突日益加剧。为了促进海豹种群与渔业共存,我们广泛使用隔音装置,防止海豹靠近养鱼场、渔具、海岸发展地点或鱼类繁殖的主要区域。我们的文献综述强调需要更深入地了解海豹行为和认知的各个方面,例如它们的空间意识、学习能力和解决问题的能力。这些知识在学术上和帮助缓解人类与海豹的冲突方面都很有价值,同时最大限度地减少对海豹和非目标物种的伤害,如听力损伤。例如,目前的威慑策略往往忽视了行为和认知特征,这些特征可能会让海豹绕过威慑,从而损害它们的长期有效性,并引起动物福利问题。我们的综述强调,在更广泛地应对add和人海豹冲突的挑战时,需要了解个体行为差异和环境变异性的后果。此类研究可以促进制定更有效、更合乎道德的解决方案,以缓解冲突,包括开发更具成本效益、更实用、更符合动物福利的ADD系统的技术。
{"title":"Seal cognition and the prospects of mitigating human-seal conflicts with deterrent devices","authors":"Topi K. Lehtonen ,&nbsp;Petri Suuronen","doi":"10.1016/j.fishres.2025.107607","DOIUrl":"10.1016/j.fishres.2025.107607","url":null,"abstract":"<div><div>The behavioural patterns and cognitive capacities of seals, along with the fast recovery of their populations in many coastal regions, have brought them into intensifying conflict with aquaculture and capture fisheries. To promote coexistence between seal populations and the fishery sector, acoustic deterrent devices (ADDs) are widely employed to prevent seals from approaching fish farms, fishing gear, coastal development sites or key areas of fish reproduction. Our literature review highlights the need for a deeper understanding of various aspects seal behaviour and cognition, such as their spatial awareness, learning capacities and problem-solving skills. Such knowledge is valuable both academically and in helping to mitigate human–seal conflicts, while minimising harm, such as hearing damage, to seals and non-target species. For instance, the current deterrent strategies often overlook behavioural and cognitive traits that may allow seals to circumvent the deterrents, thereby compromising their long-term effectiveness and causing animal welfare concerns. Our review underscores the need to understand the consequences of individual behavioural differences and environmental variability when addressing the challenges of ADDs and human–seal conflicts more generally. Such research can promote the development of more effective and ethically sound solutions to mitigate the conflict, including technical development of ADD systems that are more cost-effective, practical and align with animal welfare.</div></div>","PeriodicalId":50443,"journal":{"name":"Fisheries Research","volume":"292 ","pages":"Article 107607"},"PeriodicalIF":2.3,"publicationDate":"2025-11-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145579343","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
How fishing regulations, free time, seasonality and angler characteristics shape daily fishing pressure and angling success: Insights from Czech recreational fisheries 捕鱼法规、空闲时间、季节性和垂钓者特征如何影响日常捕鱼压力和钓鱼成功:来自捷克休闲渔业的见解
IF 2.3 2区 农林科学 Q2 FISHERIES Pub Date : 2025-11-19 DOI: 10.1016/j.fishres.2025.107600
David Boukal , Roman Lyach , Jan Kubečka
Recreational fishing is a widespread leisure activity and an important source of fish mortality. Angler behaviour affects fishing pressure, but the causes of seasonal patterns of fishing pressure and success remain poorly understood. We used data from > 565,000 individual daily fishing trips in the three largest fishing areas in Czechia during three years to decipher the seasonal patterns of fishing pressure and success, including possible differences between angler groups defined by their proximity to the fishing area (‘local’, ‘regional’ and ‘distant’) and by the target fish based on their annual catches (anglers reporting no catches and those focussing on carp or predatory fish and generalists). We found that total fishing pressure was predictably seasonal in each area, showing a broadly unimodal pattern that peaked around week 30 and increased during weeks with short public holidays. Fishing pressure of the different angler groups responded differently to the open fishing season for predatory fish (16 June to 31 December each year), with the strongest positive effect found among anglers who focussed on predatory fish or who reported no catches from the three areas. Daily fishing success fluctuated throughout the season and varied greatly between anglers. Individual success declined with daily fishing pressure and increased with the angler’s total effort when anglers reporting no catches were included in the analysis. We also detected area- and year-specific differences in the individual success of both distance-based and catch-based angler groups, as well as area- and year-specific effects of the open fishing season for predatory fish on the individual success of catch-based angler groups. While seasonal patterns of fishing pressure were similar across years in each fishing area, our analysis identified area-specific patterns of short-term fishing pressure and individual success that could indicate shifts in angler preferences or possible overfishing. Overall, we show that external factors such as fishing regulations and public holidays directly influence the seasonality of fishing pressure and indirectly modulate the success of individual anglers. Our approach may pave the way for more detailed analyses of fine-scale temporal dynamics in recreational fisheries.
休闲钓鱼是一项广泛的休闲活动,也是鱼类死亡的重要原因。垂钓者的行为会影响捕鱼压力,但捕鱼压力和成功的季节性模式的原因仍然知之甚少。我们使用了来自>; 的数据,在三年中,在捷克三个最大的捕鱼区,每天有565,000个人钓鱼,以破译捕鱼压力和成功的季节性模式,包括钓鱼者群体之间的可能差异,这些差异是由他们与捕鱼区(“本地”,“区域”和“遥远”)的接近程度定义的,以及根据他们的年渔获量定义的目标鱼(钓鱼者报告没有渔获,那些专注于鲤鱼或掠食性鱼和通才)。我们发现,每个区域的总捕捞压力具有可预测的季节性,呈现出大致的单峰模式,在第30周左右达到峰值,并在公共假期较短的几周内增加。在每年6月16日至12月31日的开放捕食性鱼类季节,不同垂钓者群体的渔获压力有不同的反应,其中以捕食性鱼类为主的垂钓者或报告在这三个地区没有渔获的垂钓者的积极影响最强。每天的捕鱼成功率在整个季节波动,钓鱼者之间差异很大。个人成功随每日捕鱼压力的下降而下降,当分析中包括未捕获的垂钓者时,随垂钓者总努力的增加而增加。我们还发现了以距离为基础和以渔获为基础的垂钓者群体的个体成功在区域和年份上的差异,以及开放捕鱼季节对以渔获为基础的垂钓者群体的个体成功的区域和年份特异性影响。虽然每个渔区每年的季节性捕捞压力模式相似,但我们的分析确定了特定区域的短期捕捞压力模式和个体成功,这可能表明垂钓者偏好的变化或可能的过度捕捞。总体而言,我们发现钓鱼法规和公共假期等外部因素直接影响钓鱼压力的季节性,并间接调节个体垂钓者的成功。我们的方法可能为更详细地分析休闲渔业的精细尺度时间动态铺平道路。
{"title":"How fishing regulations, free time, seasonality and angler characteristics shape daily fishing pressure and angling success: Insights from Czech recreational fisheries","authors":"David Boukal ,&nbsp;Roman Lyach ,&nbsp;Jan Kubečka","doi":"10.1016/j.fishres.2025.107600","DOIUrl":"10.1016/j.fishres.2025.107600","url":null,"abstract":"<div><div>Recreational fishing is a widespread leisure activity and an important source of fish mortality. Angler behaviour affects fishing pressure, but the causes of seasonal patterns of fishing pressure and success remain poorly understood. We used data from &gt; 565,000 individual daily fishing trips in the three largest fishing areas in Czechia during three years to decipher the seasonal patterns of fishing pressure and success, including possible differences between angler groups defined by their proximity to the fishing area (‘local’, ‘regional’ and ‘distant’) and by the target fish based on their annual catches (anglers reporting no catches and those focussing on carp or predatory fish and generalists). We found that total fishing pressure was predictably seasonal in each area, showing a broadly unimodal pattern that peaked around week 30 and increased during weeks with short public holidays. Fishing pressure of the different angler groups responded differently to the open fishing season for predatory fish (16 June to 31 December each year), with the strongest positive effect found among anglers who focussed on predatory fish or who reported no catches from the three areas. Daily fishing success fluctuated throughout the season and varied greatly between anglers. Individual success declined with daily fishing pressure and increased with the angler’s total effort when anglers reporting no catches were included in the analysis. We also detected area- and year-specific differences in the individual success of both distance-based and catch-based angler groups, as well as area- and year-specific effects of the open fishing season for predatory fish on the individual success of catch-based angler groups. While seasonal patterns of fishing pressure were similar across years in each fishing area, our analysis identified area-specific patterns of short-term fishing pressure and individual success that could indicate shifts in angler preferences or possible overfishing. Overall, we show that external factors such as fishing regulations and public holidays directly influence the seasonality of fishing pressure and indirectly modulate the success of individual anglers. Our approach may pave the way for more detailed analyses of fine-scale temporal dynamics in recreational fisheries.</div></div>","PeriodicalId":50443,"journal":{"name":"Fisheries Research","volume":"292 ","pages":"Article 107600"},"PeriodicalIF":2.3,"publicationDate":"2025-11-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145579351","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Fisheries Research
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1