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Recruitment regime shifts and nonstationarity are widespread phenomena in harvestable stocks experiencing pronounced climate fluctuations 在经历明显气候波动的可收获种群中,新陈代谢机制的转变和非稳态性是普遍现象
IF 6.7 1区 农林科学 Q1 Agricultural and Biological Sciences Pub Date : 2023-12-19 DOI: 10.1111/faf.12810
Shuyang Ma, Geir Huse, Kotaro Ono, Richard D. M. Nash, Anne Britt Sandø, Kjell Nedreaas, Solfrid Sætre Hjøllo, Svein Sundby, Tom Clegg, Jon Helge Vølstad, Olav Sigurd Kjesbu

Methods to reliably identify jump discontinuities in biological time series and to assess the specific contribution of various covariates are rapidly progressing. Here, we took advantage of these statistical improvements as well as those seen in complementary, down-scaled climate and biogeochemical models to investigate causes of the substantial interannual variability observed in recruitment strength in hindcast analyses. This systematic meta-analysis included 23 data-rich, commercially valuable, warm- and cold-temperate stocks in the North, Norwegian and Barents Seas. Since this study focuses on recruitment strength variability, we have used the term “recruitment regime shift” to distinguish from the concept of ecosystem regime shift. The breakpoint analysis revealed that the former criterion applied to more than half of the time series, mainly with respect to North Sea stocks but also to those in the Norwegian Sea. The exploratory analysis using vcGAM indicated that 1–3 shifts per stock were real, when using five drivers spanning spawning stock biomass to large-scale climatic processes. Thus, non-stationary relationships were extensively prevalent, indicating that each stock is uniquely adapted to its locally varying conditions. Outputs from the stationary GAM resembled those from the vcGAM but not after the threshold year. In-depth case studies showed that the proxy of a given driver for the process which was to be included should be critically considered in a spatiotemporal context. Furthermore, the stock-specific uncertainty associated with the given recruitment figures as such should also be an in-built component of the model construct and thereby in the evaluation of the output.

在生物时间序列中可靠地识别跳跃不连续性和评估各种协变量具体贡献的方法正在迅速发展。在这里,我们利用这些统计方面的改进,以及在互补的、缩小尺度的气候和生物地球化学模式中看到的改进,来研究在后报分析中观察到的招募强度的巨大年际变异的原因。这项系统性荟萃分析包括北海、挪威海和巴伦支海 23 个数据丰富、具有商业价值的暖温带和寒温带种群。由于本研究的重点是招募强度的变化,我们使用了 "招募机制转变 "一词,以区别于生态系统机制转变的概念。断点分析表明,前一种标准适用于一半以上的时间序列,主要是北海种群,但也适用于挪威海种群。利用 vcGAM 进行的探索性分析表明,从产卵种群生物量到大规模气候过程的五个驱动因素来看,每个种群有 1-3 次真正的转变。因此,非稳态关系广泛存在,表明每个种群都能独特地适应当地的不同条件。静态 GAM 的输出结果与 vcGAM 的输出结果相似,但在临界年之后就不相似了。深入的案例研究表明,在时空背景下,应严格考虑所包含过程的特定驱动因素的代用性。此外,与给定招募数字相关的种群特定不确定性也应成为模型构建的内在组成部分,并因此成为产出评估的一部分。
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引用次数: 0
Thermal tolerance in Pacific salmon: A systematic review of species, populations, life stages and methodologies 太平洋鲑鱼的耐热性:物种、种群、生命阶段和方法的系统回顾
IF 6.7 1区 农林科学 Q1 Agricultural and Biological Sciences Pub Date : 2023-12-18 DOI: 10.1111/faf.12808
Noa B. Mayer, Scott G. Hinch, Erika J. Eliason

Aquatic systems are warming and exceeding upper thermal limits (UTLs) for many fish species, yet understanding how they inform resilience to climate change is challenging. Using Pacific salmon (Oncorhynchus spp.) as a model, we conducted a systematic review involving 168 papers investigating UTL in five species. We found considerable variation in UTL among species, within species and across life stages; largely attributed to methodological approaches (e.g. CTmax/UILT, Aerobic/Cardiac Scope, Thermal Migration Barriers, Rearing Mortality, Thermal Preference/Avoidance). Given that each method has strengths and weaknesses owing to logistics, time scale and ecological realism, we offer a new framework for assessing vulnerability to warming that stresses the importance of considering UTL metrics in the context of intended use (i.e. the development of management guidelines, projections of future persistence and survival) and what aspect (physiological or behavioural) of thermal response a metric investigates. Comparing studies with identical UTL approaches revealed that within species, UTL was higher for populations historically encountering higher temperatures—suggesting local thermal adaptation. Within populations, UTL differed across the lifecycle, being highest in fry and lowest in embryo and migrating adults, but this was not universal. For spawning Pacific salmon, UTL has not been assessed and few studies have examined estuarine and marine stages. Ultimately, this data gap limits the life-history thermal perspectives that can be drawn and may indicate a broader gap for all fishes, given that Pacific salmon are among the most well-studied species. Our framework illustrates the inherent and methodological inconsistencies in UTL and offers a guide for how thermal limits can best be used to assess the warming tolerance and vulnerability of fishes.

对于许多鱼类物种来说,水生系统正在变暖并超过了热上限(UTLs),但要了解它们如何适应气候变化却具有挑战性。我们以太平洋鲑鱼(Oncorhynchus spp.)我们发现UTL在物种之间、物种内部和生命阶段之间存在相当大的差异;主要归因于方法学方法(如CTmax/UILT、有氧/心脏范围、热迁移障碍、饲养死亡率、热偏好/回避)。鉴于每种方法在后勤、时间尺度和生态现实性方面都有优缺点,我们提出了一个评估对气候变暖的脆弱性的新框架,强调在考虑UTL指标的预期用途(即制定管理指南、预测未来的持续性和存活率)以及指标所调查的热反应的哪一方面(生理或行为)时考虑UTL指标的重要性。对采用相同UTL方法的研究进行比较后发现,在物种内部,历史上温度较高的种群的UTL较高,这表明当地的热适应性较强。在同一种群中,不同生命周期的UTL也不尽相同,鱼苗的UTL最高,胚胎和洄游成鱼的UTL最低,但这种情况并不普遍。对于产卵期的太平洋鲑鱼,UTL 尚未得到评估,对河口和海洋阶段的研究也很少。鉴于太平洋鲑鱼是研究最深入的物种之一,这一数据缺口最终限制了对生命史热视角的展望,并可能表明所有鱼类都存在更广泛的缺口。我们的框架说明了UTL固有的和方法上的不一致,并为如何最好地利用热极限来评估鱼类对变暖的耐受性和脆弱性提供了指导。
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引用次数: 0
Drivers of success, speed and performance in fisheries moving towards Marine Stewardship Council certification 渔业获得海洋管理委员会认证的成功因素、速度和绩效
IF 6.7 1区 农林科学 Q1 Agricultural and Biological Sciences Pub Date : 2023-12-11 DOI: 10.1111/faf.12805
Jennifer Rasal, Michael C. Melnychuk, Amanda Lejbowicz, Carlos Montero-Castaño, Sophie Ferber, Catherine Longo

With growing concerns about global overfishing, market-based eco-certification programs like the Marine Stewardship Council (MSC) can incentivise adoption of sustainable practices. Several studies investigated drivers of improvement in market-driven Fisheries Improvement Projects, but failed to use detailed, standardised measures of progress, or considered small samples. We considered the relative influence market, governance and fishery-specific drivers have on MSC certification speed and success in 208 fisheries. To evaluate improvement we compared pre-certification scores from MSC pre-assessments—rapid high-level audits against the MSC Standard—to scores from full MSC audits. Drivers considered included measures of pre-assessment quality, as this initial advice might contribute to later certification success. National fishery management capacity, percentage of MSC catch and landed value were the strongest drivers of successful and rapid certification. Environmental improvements occurred for stock management, ecosystem health and governance aspects. While only 48% of fisheries with favourable pre-assessment outcomes went on to be certified, improvements in many fisheries with lower pre-assessment scores were observed in their lead-up to full assessment. Random forest analyses allowed for considering multiple interacting variables simultaneously and revealed influential drivers under specific fishery contexts. For example, higher certification probability was associated with greater percentage of MSC catch under the full dataset, but not under subsets representing fisheries facing more challenging contexts for certification. Fisheries from lower/middle-income countries had lower overall probability of certification, but this increased with higher management capacity. This suggests multiple drivers interact in instigating fisheries improvements, and MSC pre-assessments provide valuable resources to understand this journey.

随着人们对全球过度捕捞问题的日益关注,海洋管理委员会(MSC)等基于市场的生态认证项目可以激励人们采用可持续的做法。有几项研究调查了市场驱动的渔业改进项目中的改进驱动因素,但没有使用详细、标准化的进展衡量标准,也没有考虑小样本。我们考虑了市场、管理和渔业特定驱动因素对 208 个渔业的 MSC 认证速度和成功率的相对影响。为评估进展情况,我们比较了MSC预评估(根据MSC标准进行的快速高水平审核)和MSC全面审核的认证前得分。考虑的驱动因素包括预评估质量的衡量标准,因为这种初步建议可能有助于以后的认证成功。国家渔业管理能力、MSC渔获量百分比和上岸价值是成功和快速认证的最强驱动因素。环境改善体现在种群管理、生态系统健康和治理方面。虽然只有48%的预评估结果良好的渔业继续获得认证,但许多预评估得分较低的渔业在进入全面评估前都有所改善。随机森林分析允许同时考虑多个交互变量,并揭示了特定渔业背景下的影响因素。例如,在完整数据集下,更高的认证概率与更高的MSC渔获量百分比相关,但在代表面临更多认证挑战的渔业子集下则不相关。中低收入国家的渔业总体认证概率较低,但随着管理能力的提高,认证概率也随之提高。这表明,多种驱动因素相互作用,促进了渔业的改善,而MSC预评估为了解这一历程提供了宝贵的资源。
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引用次数: 0
Trait-based analyses reveal global patterns in diverse diets of albacore tuna (Thunnus alalunga) 基于性状的分析揭示了长鳍金枪鱼不同饮食的全球模式。
IF 6.7 1区 农林科学 Q1 Agricultural and Biological Sciences Pub Date : 2023-12-07 DOI: 10.1111/faf.12807
Natasha A. Hardy, Cindy Matuch, Zachary Roote, Iris George, Barbara A. Muhling, Michael G. Jacox, Elliott L. Hazen, Steven J. Bograd, Larry B. Crowder, Stephanie J. Green

Simplifying complex species interactions can facilitate tracking and predicting functional responses to ecological stressors. This is important for highly migratory pelagic predators, exploiting diverse prey fields as they respond to dynamic environments. We reconstructed the historical resource use of albacore tuna (Thunnus alalunga) globally from the 1900s to 2015 and confirmed highly biodiverse diets with 308 prey species, and an additional 238 taxa at coarser taxonomic resolution. We synthesised prey diversity into seven functional trait guilds using hierarchical divisive clustering algorithms as a function of four traits that describe habitat use and influence predator–prey encounter rates – prey habitat association vertically in the water column, horizontally along the coastal to pelagic gradient, seasonal and diel vertical migratory behaviour. We explored variability in historical composition of albacore diets across geographies based on species identity, individual trait information and functional trait guilds using a multi-matrix modelling framework. Taxonomic information remains important for trophic ecology, however, species-based diet composition in albacore tuna was highly variable across geographies and years sampled, making interpretation of these patterns difficult. By simplifying species identity into habitat-based traits, we highlight changes in prey resources consumed, such as the historical importance of near-surface epipelagic prey resources from coastal to oceanic habitats, and seasonally migrating continental shelf prey, with less frequent pulses of deeper water and demersal taxa. Trait information and trait guilds serve as useful classification frameworks for identifying functionally redundant food web linkages across biodiverse prey, and will prove useful in tracking predators' foraging responses to changing resource availability.

简化复杂的物种相互作用有助于跟踪和预测对生态压力的功能反应。这对高度洄游的远洋捕食者来说很重要,因为它们在对动态环境做出反应时,会利用不同的猎物领域。我们重建了20世纪初至2015年全球长鳍金枪鱼(Thunnus alalunga)的历史资源利用情况,并以更粗略的分类分辨率确定了308种猎物和238个分类群的高度生物多样性饮食。我们使用分层分裂聚类算法将猎物多样性合成为7个功能特征行会,作为描述栖息地使用和影响捕食者-猎物相遇率的4个特征的函数——猎物栖息地在水柱上的垂直关联、沿海到远洋梯度上的水平关联、季节性和纵向迁移行为。我们利用多矩阵建模框架,基于物种特征、个体特征信息和功能特征行会,探索了长鳍金枪鱼饮食历史组成在不同地理位置上的差异。分类信息对于营养生态学仍然很重要,然而,长鳍金枪鱼基于物种的饮食组成在不同的地理位置和年份的采样中变化很大,使得这些模式的解释很困难。通过将物种识别简化为基于栖息地的特征,我们突出了猎物资源消耗的变化,例如近表面的上层海洋猎物资源从沿海到海洋栖息地的历史重要性,以及季节性迁移的大陆架猎物,深水和底栖分类群的脉冲频率较低。性状信息和性状行会是识别生物多样性猎物之间功能冗余的食物网联系的有用分类框架,并将在跟踪捕食者对资源可用性变化的觅食反应方面证明是有用的。
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引用次数: 0
Quota use in mixed-stock fisheries 混合鱼类渔业的配额使用
IF 6.7 1区 农林科学 Q1 Agricultural and Biological Sciences Pub Date : 2023-11-29 DOI: 10.1111/faf.12806
William A. Karp, Michael C. Melnychuk, Robyn E. Forrest, Lorne Richard Little, Kristin McQuaw, Chad Demarest, Ray Hilborn, Nicole Baker, Brian Mose, Bruce Turris, Ernesto Penas Lado

Although most fisheries assessment and management focuses on the status of individual stocks, and regulations are commonly established as single-species total allowable catch limits (TACs), much of the catch from global fisheries comes from mixed-stock fisheries where species cannot be harvested separately. We show that in some fisheries where TAC and catch of demersal fish stocks are tracked, the average fraction of TAC harvested ranges from 21% to 68% overall and is declining. This is, in part, related to efforts to protect all species from overfishing, leading to ‘choke species’, which limit fishing pressure on other target species. While some choke species arise from a mix of low and high-productivity species, others result from allocation processes, which can be aggravated by shifting distributions due to climate change. Underutilization of TACs can also result from market limitations, low value of individual species, undercapacity or management measures. Proposed methods for increasing long-term yield require species to be managed in stock groups, or allowing the abundance of some stocks to fall below target reference points. We suggest that the observed low and declining aggregate harvests are due, primarily, to the focus on single-stock sustainability measures, rather than performance of the fisheries in relation to potential overall yield. While there is a growing consensus that single-species management should be replaced by an ecosystem-based approach, this will require clear legislative directives regarding management of the trade-offs involved. Time series considered in this analysis do not extend beyond 2019.

虽然大多数渔业评估和管理侧重于单个鱼类种群的状况,并且通常将法规建立为单一物种的总允许捕捞量限制(tac),但全球渔业的大部分捕捞量来自混合鱼类渔业,其中物种不能单独捕捞。我们的研究表明,在一些追踪总TAC和底栖鱼类种群捕捞量的渔业中,总TAC的平均捕捞比例从21%到68%不等,并且正在下降。这在一定程度上与保护所有物种免受过度捕捞的努力有关,从而导致“窒息物种”,从而限制对其他目标物种的捕捞压力。虽然一些窒息物种是由低生产力和高生产力物种混合产生的,但其他物种是由分配过程产生的,而气候变化导致的分布变化可能会加剧这种情况。市场限制、个别物种价值低、能力不足或管理措施也可能导致tac利用不足。拟议的增加长期产量的方法要求对物种进行种群管理,或允许某些种群的丰度低于目标参考点。我们认为,所观察到的低总产量和下降的主要原因是对单一种群可持续性措施的关注,而不是与潜在总体产量相关的渔业绩效。虽然越来越多的人一致认为单一物种的管理应该被基于生态系统的方法所取代,但这将需要关于管理所涉及的权衡的明确立法指令。本分析中考虑的时间序列不超过2019年。
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引用次数: 0
Simulating benefits, costs and trade-offs of spatial management in marine social-ecological systems 模拟海洋社会生态系统空间管理的收益、成本和权衡
IF 6.7 1区 农林科学 Q1 Agricultural and Biological Sciences Pub Date : 2023-11-24 DOI: 10.1111/faf.12804
Daniel Ovando, Darcy Bradley, Echelle Burns, Lennon Thomas, James Thorson

Designing effective spatial management strategies is challenging because marine ecosystems are highly dynamic and opaque, and extractive entities such as fishing fleets respond endogenously to ecosystem changes in ways that depend on ecological and policy context. We present a modelling framework, marlin, that can be used to efficiently simulate the bio-economic dynamics of marine systems in support of both management and research. We demonstrate marlin's capabilities by focusing on two case studies on the conservation and food production impacts of marine protected areas (MPAs): a coastal coral reef and a pelagic tuna fishery. In the coastal coral reef example, we explore how heterogeneity in species distributions and fleet preferences can affect distributional outcomes of MPAs. In the pelagic case study, we show how our model can be used to assess the climate resilience of different MPA design strategies, as well as the climate sensitivity of different fishing fleets. This paper demonstrates how intermediate complexity simulation of coupled bio-economic dynamics can help communities predict and potentially manage trade-offs among conservation, fisheries yields and distributional outcomes of management policies affected by spatial bio-economic dynamics.

设计有效的空间管理战略具有挑战性,因为海洋生态系统是高度动态和不透明的,捕捞船队等采掘实体以依赖于生态和政策背景的方式对生态系统变化作出内生反应。我们提出了一个建模框架,马林鱼,可以用来有效地模拟海洋系统的生物经济动态,以支持管理和研究。我们通过关注海洋保护区(MPAs)的保护和粮食生产影响的两个案例研究来展示马林鱼的能力:沿海珊瑚礁和远洋金枪鱼渔业。在沿海珊瑚礁的例子中,我们探讨了物种分布和船队偏好的异质性如何影响海洋保护区的分布结果。在远洋案例研究中,我们展示了如何使用我们的模型来评估不同海洋保护区设计策略的气候适应能力,以及不同捕鱼船队的气候敏感性。本文展示了耦合生物经济动态的中等复杂性模拟如何帮助群落预测和潜在地管理受空间生物经济动态影响的保护、渔业产量和管理政策分配结果之间的权衡。
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引用次数: 0
A synthesis of the diversity of freshwater fish migrations in the Amazon basin 亚马逊河流域淡水鱼洄游多样性的综合
IF 6.7 1区 农林科学 Q1 Agricultural and Biological Sciences Pub Date : 2023-11-21 DOI: 10.1111/faf.12795
Guido A. Herrera-R, Sebastian A. Heilpern, Thiago B. A. Couto, Lulu Victoria-Lacy, Fabrice Duponchelle, Sandra B. Correa, Aldo Farah-Pérez, Silvia López-Casas, Carlos M. Cañas-Alva, Carolina R. C. Doria, Elizabeth P. Anderson

In the Amazon, the world's largest river basin, migrations within freshwater habitats are one of the predominant life history strategies for fishes. The flood pulse and the extensive river network provide aquatic organisms with temporal and spatial accessibility to a mosaic of freshwater habitats. Although migratory fish species are central to freshwater ecosystems and fisheries, the knowledge of species and migratory patterns has traditionally relied on anecdotal and scattered information, lacking a unifying methodological and conceptual framework. We quantitatively synthesize the evidence about this biological phenomenom in the Amazon basin through a systematic literature review. We constructed a reference database of migratory events in the Amazon basin, including species, life stages, purposes, direction, habitats and subbasins. We found that 223 species were documented in 90 references as performing migrations distributed across eight orders and 31 families. Migration is a conserved trait in the evolutionary history of Amazonian fish fauna, suggesting that ~41% of migratory species are likely unreported. We noted a geographical bias in the report of migratory events towards 13 of the 27 major subbasins of the Amazon. We found a significant association between the hydrological timing at the beginning and end of migrations across species, including reproduction as the most commonly reported purpose. However, most species lack the application of robust methods (e.g. telemetry, otolith microchemistry) to classify them as migratory, relying upon secondary sources of information (i.e. reviews or species checklists). Further, we discuss future opportunities and challenges to continue the study of fish migrations in the Amazon basin.

在亚马逊河,世界上最大的河流流域,淡水栖息地内的迁徙是鱼类主要的生活史策略之一。洪水脉冲和广泛的河网为水生生物提供了时间和空间上的可达性,使其能够进入淡水栖息地。虽然洄游鱼类是淡水生态系统和渔业的核心,但关于物种和洄游模式的知识传统上依赖于零星的信息,缺乏统一的方法和概念框架。我们通过系统的文献综述,定量地综合了亚马逊流域这一生物现象的证据。构建了亚马逊流域迁徙事件的参考数据库,包括物种、生命阶段、迁徙目的、迁徙方向、栖息地和亚盆地。我们发现,在90篇文献中有223个物种被记录为进行迁徙,分布在8目31科。在亚马逊河鱼类动物群的进化史上,迁徙是一个保守的特征,表明约41%的迁徙物种可能未被报道。我们注意到,关于亚马逊河27个主要子盆地中的13个迁移事件的报告存在地理偏差。我们发现跨物种迁徙开始和结束时的水文时间之间存在显著关联,包括繁殖作为最常见的报道目的。然而,大多数物种缺乏可靠的方法(如遥测、耳石微化学)来将它们归类为迁徙物种,依赖于次要信息来源(如评论或物种清单)。此外,我们讨论了继续研究亚马逊流域鱼类洄游的未来机遇和挑战。
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引用次数: 0
Trees for fishes: The neglected role for phylogenetic comparative methods in fisheries science 鱼类树:系统发育比较方法在渔业科学中被忽视的作用
IF 6.7 1区 农林科学 Q1 Agricultural and Biological Sciences Pub Date : 2023-11-16 DOI: 10.1111/faf.12800
James T. Thorson

Fisheries scientists compare processes among species to estimate species productivity, management reference points, and climate sensitivities. Ecologists have developed “phylogenetic comparative methods” (PCMs) to address these questions, but there is surprisingly little application of PCM within fisheries science. Here, I bridge this gap by introducing PCM (including Brownian motion, Ornstein–Uhlenbeck, and Pagel's kappa and lambda models for species covariance), thereby showing that PCM generalizes the nested taxonomic random effects that are commonly used in fisheries science. I next summarize phylogenetic structural equation models (PSEMs), which extend the linear models that are commonly used in fisheries. Finally, I re-analyse a high-quality database used to predict mortality rates from longevity and/or growth parameters. I specifically propose a PSEM that reverts to a longevity-based prediction when longevity information is available but uses phylogenetic corrected growth parameters otherwise. Using this single PSEM replaces the common practice of fitting and predicting using separate linear models depending upon what data are available for a given species. Cross-validation suggests that the relationship between log-mortality rate and longevity does not vary based on phylogeny, and therefore, linear models and PSEM both explain 82% of variance when longevity is available. When longevity is unavailable, by contrast, the linear model explains only 37% of variance while the PSEM explains 52% of variance, where this gain occurs from conditioning predictions on phylogenetic similarities. I therefore conclude that PCM and PSEM provide a general and user-friendly replacement for linear models and can improve performance for fisheries meta-analyses that are used for fisheries management applications.

渔业科学家比较不同物种之间的过程,以估计物种生产力、管理参考点和气候敏感性。生态学家已经开发了“系统发育比较方法”(PCMs)来解决这些问题,但令人惊讶的是,PCM在渔业科学中的应用很少。在这里,我通过引入PCM(包括布朗运动、Ornstein-Uhlenbeck和Pagel的物种协方差kappa和lambda模型)来弥补这一差距,从而表明PCM概括了渔业科学中常用的嵌套分类随机效应。接下来,我总结了系统发育结构方程模型(psem),它扩展了渔业中常用的线性模型。最后,我重新分析了一个用于根据寿命和/或生长参数预测死亡率的高质量数据库。我特别提出了一种PSEM,当寿命信息可用时,它恢复到基于寿命的预测,否则使用系统发育校正的生长参数。使用这种单一的PSEM取代了根据给定物种的可用数据使用单独的线性模型进行拟合和预测的常见做法。交叉验证表明,对数死亡率与寿命之间的关系并不因系统发育而变化,因此,当寿命可用时,线性模型和PSEM都能解释82%的方差。相比之下,当寿命不可用时,线性模型只解释了37%的方差,而PSEM解释了52%的方差,其中这种增益来自对系统发育相似性的调节预测。因此,我得出结论,PCM和PSEM为线性模型提供了一种通用的、用户友好的替代品,可以提高用于渔业管理应用的渔业元分析的性能。
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引用次数: 0
Identifying priority areas for spatial management of mixed fisheries using ensemble of multi-species distribution models 利用多物种分布模型集合确定混合渔业空间管理的优先区域
IF 6.7 1区 农林科学 Q1 Agricultural and Biological Sciences Pub Date : 2023-11-15 DOI: 10.1111/faf.12802
Diego Panzeri, Tommaso Russo, Enrico Arneri, Roberto Carlucci, Gianpiero Cossarini, Igor Isajlović, Svjetlana Krstulović Šifner, Chiara Manfredi, Francesco Masnadi, Marco Reale, Giuseppe Scarcella, Cosimo Solidoro, Maria Teresa Spedicato, Nedo Vrgoč, Walter Zupa, Simone Libralato

Spatial fisheries management is widely used to reduce overfishing, rebuild stocks, and protect biodiversity. However, the effectiveness and optimization of spatial measures depend on accurately identifying ecologically meaningful areas, which can be difficult in mixed fisheries. To apply a method generally to a range of target species, we developed an ensemble of species distribution models (e-SDM) that combines general additive models, generalized linear mixed models, random forest, and gradient-boosting machine methods in a training and testing protocol. The e-SDM was used to integrate density indices from two scientific bottom trawl surveys with the geopositional data, relevant oceanographic variables from the three-dimensional physical-biogeochemical operational model, and fishing effort from the vessel monitoring system. The determined best distributions for juveniles and adults are used to determine hot spots of aggregation based on single or multiple target species. We applied e-SDM to juvenile and adult stages of 10 marine demersal species representing 60% of the total demersal landings in the central areas of the Mediterranean Sea. Using the e-SDM results, hot spots of aggregation and grounds potentially more selective were identified for each species and for the target species group of otter trawl and beam trawl fisheries. The results confirm the ecological appropriateness of existing fishery restriction areas and support the identification of locations for new spatial management measures.

空间渔业管理被广泛用于减少过度捕捞、重建种群和保护生物多样性。然而,空间措施的有效性和优化取决于准确识别生态有意义的区域,这在混合渔业中可能是困难的。为了将一种方法普遍应用于目标物种范围,我们开发了一种物种分布模型(e-SDM),该模型在训练和测试协议中结合了一般加性模型、广义线性混合模型、随机森林和梯度增强机方法。利用e-SDM将两次科学底拖网调查的密度指数与地理位置数据、三维物理-生物地球化学操作模型的相关海洋变量以及船舶监测系统的渔获量进行整合。利用确定的幼鱼和成鱼的最佳分布来确定单个或多个目标物种的聚集热点。我们将e-SDM应用于10种海洋底栖物种的幼年和成年阶段,这些物种占地中海中部地区总底栖物种的60%。利用e-SDM结果,确定了每个物种以及水獭拖网和梁拖网渔业的目标物种群的聚集热点和可能更具选择性的场地。研究结果证实了现有渔业限制区的生态适宜性,并为确定新的空间管理措施提供了支持。
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引用次数: 0
Syndemics of the sea: Adverse disease interactions and the stressors of fisher livelihoods 海洋综合征:不利的疾病相互作用和渔民生计的压力源
IF 6.7 1区 农林科学 Q1 Agricultural and Biological Sciences Pub Date : 2023-11-03 DOI: 10.1111/faf.12803
Merrill Singer

The occupation of commercial fishing is recognized as a comparatively stressful and hazardous job characterized by a myriad of risks to health, including high rates of job-related injury, morbidity, and mortality. Nonetheless, systematic study of fisher health is limited. This paper examines a particularly understudied aspect of illness among fishers: the physical and social contexts, pathways, and potential for adverse disease interactions. The focus of the paper is on a biosocial disease process called syndemics, which increases the health burdens of this population. The paper is presented as an initial testing of the hypothesis that a “lens” of syndemics improves occupational health research and advocacy for commercial fishermen who face a substantial burden of biosocial challenges.

商业捕鱼业被认为是一项压力相对较大且危险的工作,其特点是对健康有无数风险,包括与工作相关的高伤害率、发病率和死亡率。尽管如此,对渔民健康的系统研究还是有限的。本文研究了渔民疾病的一个特别缺乏研究的方面:身体和社会环境、途径以及不良疾病相互作用的可能性。这篇论文的重点是一种称为综合征的生物社会疾病过程,它增加了这一人群的健康负担。这篇论文是对以下假设的初步检验,即综合征的“镜头”可以改善商业渔民的职业健康研究和宣传,因为他们面临着巨大的生物社会挑战。
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引用次数: 0
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Fish and Fisheries
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