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Shark and odontocete depredation on the catch of the tuna longline fishery in New Caledonia (South Pacific Ocean) 新喀里多尼亚(南太平洋)金枪鱼延绳钓渔业渔获物上的鲨鱼和齿鲸掠食物
IF 3.3 2区 农林科学 Q1 FISHERIES Pub Date : 2024-02-19 DOI: 10.1093/icesjms/fsae014
Margaux Mollier, Camille Mazé, François Prioul, Paul Hamer, Malo Hosken, Sam McKechnie, Paul Tixier
Large marine predators feeding on fish caught on fishing gear, referred to as ‘depredation’, occur in a wide range of fisheries worldwide. Depredation can result in negative ecological and socio-economic impacts, leading to conflict between fishers and depredating species. However, depredation remains understudied in many fisheries, and this hampers the development of effective mitigation solutions. In this study, 21 years of fishing data (2002–2022) were used to assess shark and odontocete depredation in the pelagic tuna longline fishery of New Caledonia. Using generalized linear models, the year, season, effort, soaking time, and vessel were identified as variables significantly influencing the probability of depredation to occur. Results showed that while shark depredation occurred more frequently than odontocete depredation (58.5% vs. 9.2% of the longline sets), they damaged a lower proportion of fish (3.9% vs. 12.3%) over the study period. Unlike sharks, odontocetes selectively depredate tuna, with their highest occurrence during periods of high tuna catch rates, suggesting a co-occurrence with fishing activities. Together, these results indicate that depredation in the New Caledonian fishery is high compared to other regions and provide essential information on the dynamics and impacts of the issue as a basis for considering management and mitigation options.
以渔具捕获的鱼为食的大型海洋掠食者被称为 "掠食",发生在世界各地的渔业中。掠食会对生态和社会经济造成负面影响,导致渔民与掠食物种之间的冲突。然而,在许多渔业中,对捕食行为的研究仍然不足,这阻碍了有效缓解方案的开发。本研究利用 21 年的捕捞数据(2002-2022 年)评估了新喀里多尼亚中上层金枪鱼延绳钓渔业中鲨鱼和齿鲸的捕食情况。利用广义线性模型,确定了年份、季节、努力量、浸泡时间和渔船等变量对发生捕食的概率有显著影响。研究结果表明,在研究期间,虽然鲨鱼的捕食发生率(58.5% 对 9.2%)高于齿鲸的捕食发生率(58.5% 对 9.2%),但它们破坏鱼类的比例较低(3.9% 对 12.3%)。与鲨鱼不同的是,齿鲸会选择性地捕食金枪鱼,在金枪鱼捕获率高的时期发生率最高,这表明齿鲸的捕食与捕捞活动同时发生。总之,这些结果表明,与其他地区相比,新喀里多尼亚渔业中的掠食率很高,并提供了有关该问题的动态和影响的重要信息,作为考虑管理和缓解方案的基础。
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引用次数: 0
Acoustic presence and demographics of sperm whales (Physeter macrocephalus) off southern New England and near a US offshore wind energy area 新英格兰南部海域和美国近海风能区附近抹香鲸(Physeter macrocephalus)的声学存在和人口分布情况
IF 3.3 2区 农林科学 Q1 FISHERIES Pub Date : 2024-02-19 DOI: 10.1093/icesjms/fsae012
Annabel Westell, Timothy J Rowell, Natalie Posdaljian, Alba Solsona-Berga, Sofie M Van Parijs, Annamaria I DeAngelis
Construction in the southern New England wind energy area (WEA), a large-scale offshore wind farm on the east coast of the United States, started in June 2023. Baseline data was collected from 2020 to 2022, with six passive acoustic recorders (SoundTraps) deployed at shallow (<60 m) sites in the vicinity of Nantucket Shoals and Cox’s Ledge. Data were analysed for sperm whale presence, and demographic composition was assessed using interclick intervals. Presence varied by site, season, and year. Sperm whales were detected year-round but the majority (78%) of days with acoustic occurrences were between May and August. Three demographic classes (putative social groups, adult males, and midsize animals) were detected across multiple seasons, with social groups detected most frequently. Sound propagation tests were conducted at two sites and predicted detection ranges within 20–40 km indicate that sperm whales were likely in proximity to the WEA. These results provide a baseline that will be used to assess ongoing sperm whale presence, especially that of social groups which may be more sensitive to disturbance. This study highlights why sperm whales, classed as endangered in US waters, should be considered in mitigation plans and permitting efforts for offshore wind energy.
新英格兰南部风能区 (WEA) 是美国东海岸的一个大型海上风电场,于 2023 年 6 月开始建设。2020 年至 2022 年期间,在南塔基特浅滩和考克斯礁附近的浅水区(<60 米)部署了六个被动声学记录器(SoundTraps),收集了基线数据。对数据进行了分析,以确定抹香鲸的存在,并利用点击间隔评估了人口组成。抹香鲸的出现因地点、季节和年份而异。抹香鲸全年都能被探测到,但大部分(78%)的声学出现日是在五月到八月之间。在多个季节都能探测到三个人口统计类别(推定社会群体、成年雄性和中型动物),其中社会群体探测到的频率最高。在两个地点进行了声音传播测试,20-40 千米范围内的预测探测范围表明抹香鲸可能就在 WEA 附近。这些结果提供了一个基线,将用于评估抹香鲸的持续存在,特别是对干扰可能更敏感的社会群体的存在。这项研究强调了为什么抹香鲸在美国水域被列为濒危物种,应该在近海风能的缓解计划和许可工作中予以考虑。
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引用次数: 0
A framework for multidisciplinary science observations from commercial ships 商船多学科科学观测框架
IF 3.3 2区 农林科学 Q1 FISHERIES Pub Date : 2024-02-19 DOI: 10.1093/icesjms/fsae011
Alison M Macdonald, Luna Hiron, Leah McRaven, Laura Stolp, Kerry Strom, Rebecca Hudak, Shawn R Smith, Julia Hummon, Magdalena Andres
Science Research on Commercial Ships (Science RoCS) is a grassroots multi-institution group of scientists, engineers, data managers, and administrators seeking to further research opportunities by equipping commercial vessels with suites of maritime appropriate scientific sensors operated autonomously on regular ship routes with minimal crew intervention. Science RoCS aims to foster cooperation between the shipping industry and scientific community at a level that will be transformative for societally relevant ocean science, promote cross-disciplinary ocean science through simultaneous observation of the air/sea interface and water column, and spur a technological revolution in observational oceanography by developing new turnkey, maritime-industry-appropriate scientific equipment whose data streams can be used to stimulate innovations in oceanic (physical, chemical, and biological) understanding and forecasting. We envision a future where scientific data collection on commercial ships is the new industry standard, providing repeat measurements in undersampled, remote regions, on scales not otherwise accessible to the scientific community.
商船科学研究(Science RoCS)是一个由科学家、工程师、数据管理人员和行政人员组成的多机构基层组织,旨在通过在商船上配备适合海洋的科学传感器套件,在常规航线上自主运行,尽量减少船员干预,从而增加研究机会。科学 RoCS 的目标是促进航运业与科学界之间的合作,从而为社会相关的海洋科学带来变革,通过同时观测海气界面和水柱促进跨学科海洋科学的发展,并通过开发新的交钥匙工程、适合海运业的科学设备(其数据流可用于促进海洋(物理、化学和生物)理解和预测方面的创新)来推动观测海洋学的技术革命。我们设想,在未来,商船上的科学数据收集将成为新的行业标准,在取样不足的偏远地区提供重复测量,而科学界则无法以其他方式获得这些数据。
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引用次数: 0
A personal reflection on changes in marine science education over the past sixty years 对过去六十年海洋科学教育变革的个人反思
IF 3.3 2区 农林科学 Q1 FISHERIES Pub Date : 2024-02-17 DOI: 10.1093/icesjms/fsae013
Richard C Brusca
Changes and needs in marine science (and natural science in general) training over the past six decades are discussed. Among these are: new technological advances; the loss of -ology courses; the loss of field courses and sense of place opportunities for students; the need for a more interdisciplinary approach to training natural science students; a need to better expose our students to threats to Earth’s biocultural diversity; a need to include more humanities in our student training, including addressing diminished readership and appreciation of the great books; the nature of creativity; the perils of the internet; and university emphasis on faculty overhead dollars and high-profile publications at the expense of student training and more creative research.
讨论了过去六十年来海洋科学(和一般自然科学)培训的变化和需求。这些变化和需求包括:新技术的进步;生理学课程的丧失;野外课程的丧失以及为学生提供的地方感机会的丧失;需要采用更具跨学科性的方法来培养自然科学专业的学生;需要让我们的学生更好地了解地球生物文化多样性所面临的威胁;需要在我们的学生培训中纳入更多的人文学科,包括解决读者减少和对名著鉴赏力下降的问题;创造力的本质;互联网的危害;以及大学重视教师的管理费用和高知名度的出版物,而忽视了学生培训和更具创造性的研究。
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引用次数: 0
Impacts on population indices if scientific surveys are excluded from marine protected areas 如果科学调查被排除在海洋保护区之外,对种群指数的影响
IF 3.3 2区 农林科学 Q1 FISHERIES Pub Date : 2024-02-17 DOI: 10.1093/icesjms/fsae009
Sean C Anderson, Philina A English, Katie S P Gale, Dana R Haggarty, Carolyn K Robb, Emily M Rubidge, Patrick L Thompson
Marine protected areas (MPAs) are increasingly common worldwide, typically restricting fishing activities. However, MPAs may also limit scientific surveys that impact benthic habitat. We combine a historical data degradation approach and simulation to investigate the effects on population indices of excluding surveys from MPAs. Our approach quantifies losses in precision, inter-annual accuracy, trend accuracy, and power to detect trends, as well as correlates of these effects. We apply this approach to a proposed MPA network off western Canada, examining 43 groundfish species observed by four surveys. Survey exclusion particularly impacted less precise indices, species well-represented in MPAs, and those whose density shifted in or out of MPAs. Redistributing survey effort outside MPAs consistently improved precision but not accuracy or trend detection—sometimes making estimates more precise about the ‘wrong’ index. While these changes may not qualitatively alter stock assessment for many species, in some cases, ∼30 percentage point reductions in power to detect simulated 50% population declines suggest meaningful impacts are possible. If survey restrictions continue expanding, index integrity could further degrade, eventually compromising the management of exploited populations. Regulating surveys within MPA boundaries therefore requires careful consideration to balance MPA objectives with the need for reliable monitoring.
海洋保护区(MPA)在全球范围内越来越常见,通常限制捕鱼活动。然而,海洋保护区也可能限制影响底栖生物栖息地的科学调查。我们将历史数据退化方法与模拟相结合,研究将调查排除在海洋保护区之外对种群指数的影响。我们的方法量化了精度、年际精度、趋势精度和趋势检测能力的损失,以及这些影响的相关因素。我们将这种方法应用于加拿大西部沿海的一个拟议 MPA 网络,研究了四次调查观测到的 43 种底层鱼类。调查排除尤其影响了不太精确的指数、在 MPA 中代表性较高的物种以及密度在 MPA 内或外发生变化的物种。在海洋保护区外重新分配调查工作始终能提高精确度,但不能提高准确度或趋势检测--有时会使 "错误 "指数的估算更加精确。虽然这些变化可能不会对许多物种的种群评估产生质的改变,但在某些情况下,对模拟的 50%种群下降的检测能力降低了 30 个百分点,这表明可能会产生有意义的影响。如果调查限制继续扩大,指数完整性可能会进一步下降,最终影响对已开发种群的管理。因此,在MPA范围内规范调查需要谨慎考虑,以平衡MPA目标与可靠监测的需求。
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引用次数: 0
Predicting important fishing grounds for the small-scale fishery, based on Automatic Identification System records, catches, and environmental data 根据自动识别系统记录、渔获量和环境数据预测小型渔业的重要渔场
IF 3.3 2区 农林科学 Q1 FISHERIES Pub Date : 2024-02-08 DOI: 10.1093/icesjms/fsae006
Ibon Galparsoro, Sarai Pouso, Isabel García-Barón, Estanis Mugerza, María Mateo, Iosu Paradinas, Maite Louzao, Ángel Borja, Gotzon Mandiola, Arantza Murillas
Effective and sustainable management of small-scale fisheries (SSF) is challenging. We describe a novel approach to identify important fishing grounds for SSF, by implementing a habitat modelling approach, using environmental predictors and Automatic Identification System (AIS)-B data coupled with logbook and First Sales Notes data, within the SE Bay of Biscay. Fishing activity patterns and catches of longliners and netters are used to determine the main environmental characteristics of the fishing grounds, and a habitat modelling approach is implemented to predict the zones that fulfil similar environmental characteristics across a larger geographical extent. Generalized additive mixed models (GAMMs) were built for 24 fish species, and to identify other zones that fulfil similar characteristics and, thus, could be considered relevant for the species targeted by each gear type. Most of the models showed a good prediction capacity. The models included between one and four predictor variables. ‘Depth of mixing layer’ and ‘benthic rocky habitat’ were the variables included more frequently for fish species captured by netter’s fleet. For longliners, the ‘seafloor slope’ and ‘benthic rocky habitat’ were the two most important variables. The predictive maps provide relevant information to assist in management and marine spatial planning.
对小型渔业(SSF)进行有效的可持续管理具有挑战性。我们介绍了一种新方法,即在比斯开湾东南部使用环境预测因子、自动识别系统(AIS)-B 数据以及航海日志和首次销售记录数据,通过实施生境建模方法来确定 SSF 的重要渔场。捕捞活动模式以及延绳钓渔民和撒网渔民的渔获量可用于确定渔场的主要环境特征,而生境建模方法可用于预测在更大地理范围内满足类似环境特征的区域。为 24 种鱼类建立了广义加性混合模型(GAMM),以确定具有类似特征的其他区域,从而确定与每种渔具类型的目标鱼种相关的区域。大多数模型都显示出良好的预测能力。这些模型包括一至四个预测变量。混合层深度 "和 "底栖岩石生境 "是网船船队捕获鱼类时较常用的变量。对于延绳钓渔船,"海底坡度 "和 "海底岩石生境 "是两个最重要的变量。预测图提供了有助于管理和海洋空间规划的相关信息。
{"title":"Predicting important fishing grounds for the small-scale fishery, based on Automatic Identification System records, catches, and environmental data","authors":"Ibon Galparsoro, Sarai Pouso, Isabel García-Barón, Estanis Mugerza, María Mateo, Iosu Paradinas, Maite Louzao, Ángel Borja, Gotzon Mandiola, Arantza Murillas","doi":"10.1093/icesjms/fsae006","DOIUrl":"https://doi.org/10.1093/icesjms/fsae006","url":null,"abstract":"Effective and sustainable management of small-scale fisheries (SSF) is challenging. We describe a novel approach to identify important fishing grounds for SSF, by implementing a habitat modelling approach, using environmental predictors and Automatic Identification System (AIS)-B data coupled with logbook and First Sales Notes data, within the SE Bay of Biscay. Fishing activity patterns and catches of longliners and netters are used to determine the main environmental characteristics of the fishing grounds, and a habitat modelling approach is implemented to predict the zones that fulfil similar environmental characteristics across a larger geographical extent. Generalized additive mixed models (GAMMs) were built for 24 fish species, and to identify other zones that fulfil similar characteristics and, thus, could be considered relevant for the species targeted by each gear type. Most of the models showed a good prediction capacity. The models included between one and four predictor variables. ‘Depth of mixing layer’ and ‘benthic rocky habitat’ were the variables included more frequently for fish species captured by netter’s fleet. For longliners, the ‘seafloor slope’ and ‘benthic rocky habitat’ were the two most important variables. The predictive maps provide relevant information to assist in management and marine spatial planning.","PeriodicalId":51072,"journal":{"name":"ICES Journal of Marine Science","volume":"16 1","pages":""},"PeriodicalIF":3.3,"publicationDate":"2024-02-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139761790","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
An in-situ image enhancement method for the detection of marine organisms by remotely operated vehicles 遥控飞行器探测海洋生物的原位图像增强方法
IF 3.3 2区 农林科学 Q1 FISHERIES Pub Date : 2024-02-07 DOI: 10.1093/icesjms/fsae004
Wenjia Ouyang, Yanhui Wei, Tongtong Hou, Junnan Liu
With the assistance of the visual system, remote operated vehicles (ROVs) can replace frogmen to achieve safer and more efficient capturing of marine organisms. However, the selective absorption and scattering of light lead to a decrease in the visual quality of underwater images, which hinders ROV operators from observing the operating environment. Unfortunately, most image enhancement methods only focus on image color correction rather than perceptual enhancement, which in turn prevents the object detector from quickly locating the target. Therefore, a visual-enhanced and detection-friendly underwater image enhancement method is needed. In this paper, an underwater image enhancement method called in-situ enhancement is proposed to improve the semantic information of the visual hierarchy based on current scene information in multiple stages. Mapping the underwater image to its dual space allows the enhancement equation to be applied to severely degraded underwater scenes. Moreover, it is also a detection-friendly method and has good generalization in both visual quality improvement and object detection. The experimental results show that in different underwater datasets, the in-situ enhancement effectively improves the visual quality of underwater images, and its enhanced results train different object detectors with high detection accuracy.
在视觉系统的帮助下,遥控潜水器(ROV)可以取代蛙人,更安全、更高效地捕捉海洋生物。然而,光的选择性吸收和散射会导致水下图像的视觉质量下降,从而妨碍遥控潜水器操作员观察作业环境。遗憾的是,大多数图像增强方法只关注图像颜色校正,而不是感知增强,这反过来又阻碍了目标探测器快速定位目标。因此,需要一种视觉增强且便于检测的水下图像增强方法。本文提出了一种称为原位增强的水下图像增强方法,根据当前场景信息分多个阶段改进视觉层次的语义信息。将水下图像映射到其对偶空间,可使增强方程适用于严重退化的水下场景。此外,它还是一种检测友好型方法,在视觉质量改善和物体检测方面都具有良好的普适性。实验结果表明,在不同的水下数据集中,原位增强能有效改善水下图像的视觉质量,其增强结果能训练不同的物体检测器,并具有较高的检测精度。
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引用次数: 0
An update on the biological parameters of the Norway lobster (Nephrops norvegicus) in the northwestern Mediterranean Sea 地中海西北部挪威龙虾(Nephrops norvegicus)生物参数的最新情况
IF 3.3 2区 农林科学 Q1 FISHERIES Pub Date : 2024-02-02 DOI: 10.1093/icesjms/fsae003
Maria Vigo, Eve Galimany, Patricia Poch, Ricardo Santos-Bethencourt, Joan Sala-Coromina, Nixon Bahamón, Jacopo Aguzzi, Joan Navarro, Joan B Company
The Norway lobster, Nephrops norvegicus, is one of the most valuable fishery resources in many coastal countries of the Mediterranean Sea and the northeastern Atlantic Ocean. In the Mediterranean Sea, several stocks are being overexploited, with ecological, economic, and social consequences. To perform an adequate stock assessment and provide guidance on maximum sustainable yield, reliable biological parameters of the species are required. Considering that biological parameters may change over time in overexploited populations, in the present study, we updated key biological parameters for the N. norvegicus stock of the northwestern Mediterranean Sea: size at which 50% (L50) of females were in reproductive condition, length–weight relationship, and individual size structure. Moreover, daily landings were combined with the spatial position of the vessels tracked by their Vessel Monitoring System (VMS), to obtain information on the geographical distribution and time series of Landings Per Unit Effort (LPUE), as well as total landings from 2008 to 2021. Our results suggest overexploitation of the resource, revealing a severe reduction in size at 50% maturity, an earlier spawning and brooding period, and a clear decrease of LPUE over time.
挪威龙虾(Nephrops norvegicus)是地中海和大西洋东北部许多沿海国家最宝贵的渔业资源之一。在地中海,一些种群被过度开发,造成了生态、经济和社会后果。要进行充分的种群评估并为最大持续产量提供指导,需要可靠的物种生物参数。考虑到过度开发种群的生物参数可能会随着时间的推移而发生变化,在本研究中,我们更新了地中海西北部诺维格鱼种群的主要生物参数:50%(L50)雌性处于繁殖状态时的大小、体长与体重的关系以及个体大小结构。此外,将每日上岸量与渔船监测系统(VMS)跟踪的渔船空间位置相结合,可获得 2008 年至 2021 年单位努力量上岸量(LPUE)的地理分布和时间序列以及总上岸量的信息。我们的研究结果表明,随着时间的推移,50% 成熟度的鱼体尺寸严重缩小,产卵期和育雏期提前,LPUE 明显下降,这表明该资源已被过度开发。
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引用次数: 0
Multispecies population-scale emergence of climate change signals in an ocean warming hotspot 海洋变暖热点地区多物种种群尺度气候变化信号的出现
IF 3.3 2区 农林科学 Q1 FISHERIES Pub Date : 2024-02-02 DOI: 10.1093/icesjms/fsad208
Katherine E Mills, Adam Kemberling, Lisa A Kerr, Sean M Lucey, Richard S McBride, Janet A Nye, Andrew J Pershing, Miguel Barajas, Carly S Lovas
Ocean waters of the Northeast US continental shelf have warmed rapidly in recent years, with sea surface temperatures rising 2.5 times faster than those of the global oceans. With this strong warming trend, the frequency and duration of marine heatwaves have increased. These temperature changes stood out as a distinct warm temperature regime during the 2010s. During this decade, fish population characteristics also differed from the past. Species distribution shifts were detected for many species, demonstrating one way species could adapt to warming conditions. However, for most species, distribution shifts were insufficient to avoid warmer surface or bottom temperatures. As species occupied warmer habitats, growth patterns aligned with expectations for warming temperatures. Consistent with the temperature-size rule, some species exhibited faster growth at early life stages but plateaued at smaller body sizes; other species, however, experienced reduced growth across all ages, indicating thermal stress. Finally, population productivity indexed by the recruit-to-spawner ratio declined significantly during the 2010s for some populations. Changes in these three processes—distribution, growth, and productivity—indicate the emergence of climate change signals across multiple Northeast US fish populations. These effects create new challenges for fishery managers and industry participants operating in the context of non-stationarity and uncertainty.
近年来,美国东北部大陆架海水迅速变暖,海面温度上升速度是全球海洋温度上升速度的 2.5 倍。在这种强烈的变暖趋势下,海洋热浪的频率和持续时间都有所增加。这些气温变化突出表现为 2010 年代明显的暖温机制。在这十年中,鱼类种群特征也与以往不同。许多物种的分布发生了变化,这表明物种适应变暖条件的一种方式。然而,对于大多数物种来说,分布转移并不足以避免表层或底层温度升高。由于物种占据了温度较高的生境,其生长模式与对温度变暖的预期一致。与温度-体型规则一致的是,一些物种在早期生命阶段表现出较快的生长速度,但在体型较小时则趋于平稳;而另一些物种在所有年龄段的生长速度都有所下降,这表明存在热应力。最后,在 2010 年代,一些种群以新产卵者与产卵者比率为指标的种群生产力显著下降。这三个过程--分布、生长和生产力--的变化表明美国东北部多个鱼类种群出现了气候变化信号。这些影响为渔业管理者和行业参与者在非稳定性和不确定性背景下开展工作带来了新的挑战。
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引用次数: 0
Climate-driven changes in the timing of spawning and the availability of walleye pollock (Gadus chalcogrammus) to assessment surveys in the Gulf of Alaska 阿拉斯加海湾产卵时间和可用于评估调查的马眼狭鳕(Gadus chalcogrammus)的气候驱动变化
IF 3.3 2区 农林科学 Q1 FISHERIES Pub Date : 2024-01-30 DOI: 10.1093/icesjms/fsae005
Lauren A Rogers, Cole C Monnahan, Kresimir Williams, Darin T Jones, Martin W Dorn
Climate-driven changes in the timing of spawning or migration can affect the availability of fish to surveys designed to monitor their abundance, complicating efforts to assess stock status and sustainably manage fisheries. From 2017 to 2019, trends in biomass estimates from four surveys used to monitor Gulf of Alaska pollock diverged. These conflicting trends increased uncertainty in the stock assessment and occurred during a time of rapid environmental change. We hypothesized that changes in spawn timing affected availability of pollock to a winter survey that targets pre-spawning aggregations. To test this, we reconstructed relative spawn timing using two independent data sources: spring larval surveys and observations of spawning state in mature female pollock. We found that changes in spawn timing relative to survey timing explained a significant portion of recent and historical discrepancies between survey and model estimates of biomass. We then incorporated measures of spawn timing/survey timing mismatch as catchability covariates in an enhanced state-space stock assessment model. Including spawn timing-based catchability covariates significantly improved the model fit to survey data and provided a mechanistic explanation for recent survey discrepancies.
气候驱动的产卵或洄游时间变化会影响用于监测鱼类丰度的调查的鱼类可用性,从而使评估鱼类种群状况和可持续管理渔业的工作复杂化。从 2017 年到 2019 年,用于监测阿拉斯加湾狭鳕的四项调查的生物量估计趋势出现了分歧。这些相互矛盾的趋势增加了种群评估的不确定性,并且发生在环境快速变化的时期。我们假设,产卵时间的变化影响了以产卵前聚集为目标的冬季调查对狭鳕的可用性。为了验证这一假设,我们利用两个独立的数据源重建了相对产卵时间:春季幼体调查和对成熟雌性狭鳕产卵状态的观察。我们发现,相对于调查时间,产卵时间的变化在很大程度上解释了近期和历史上调查与模型估计生物量之间的差异。然后,我们将产卵时间/调查时间不匹配的测量结果作为可捕性协变量纳入了一个增强的状态空间种群评估模型。将基于产卵时间的可捕性协变量纳入模型后,大大提高了模型与调查数据的拟合度,并为近期的调查差异提供了机理解释。
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引用次数: 0
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ICES Journal of Marine Science
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