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Current Advances in the Black Tiger Shrimp Penaeus monodon Culture: A Review 黑虎虾养殖的最新进展:综述
IF 8.8 1区 农林科学 Q1 FISHERIES Pub Date : 2024-09-02 DOI: 10.1111/raq.12958
Khor Waiho, Yang Ling, Mhd Ikhwanuddin, Alexander Chong Shu-Chien, Nor Afiqah-Aleng, Youji Wang, Menghong Hu, Honjung Liew, Nor Azman Kasan, Jia Hui Peh, Hanafiah Fazhan

The increasing high-end market demand for the black tiger shrimp Penaeus monodon has brought tremendous industry opportunities. Although the industry has tried its best to increase production, according to the report data from the Food and Agriculture Organization (FAO), annual global production has shown no significant upward trend over the past decade. Besides that, newly implemented policies such as seafood safety and food security negatively impacted the industry and reduced production. However, P. monodon cultivation is still promising due to its larger body size and higher market acceptance as a premium product. Over the years, numerous studies have been conducted to increase the production of P. monodon by optimizing its culture conditions, implementing new culture system, increasing disease resistance to disease such as WSSV, AHPND, WFD, implementation of pre- and probiotics in feed, and selective breeding programs to increase genetic diversity and population of P. monodon broodstock. This review provides an overview of the current advances in P. monodon broodstock cultivation, thereby providing an essential baseline for P. monodon aquaculture. Areas needing urgent research focus are also highlighted. Future research should take great strides and take into account the impact of future climate change scenario during P. monodon culture and optimization, and increase biosecurity measures to prevent its introduction as an alien species in wild settings.

高端市场对黑虎虾日益增长的需求带来了巨大的产业机遇。虽然业界一直在尽力提高产量,但根据联合国粮农组织(FAO)的报告数据,过去十年全球年产量并没有明显的上升趋势。此外,新实施的海产品安全和食品安全等政策也对该行业产生了负面影响,导致产量下降。不过,由于单核鳕鱼体型较大,作为优质产品的市场接受度较高,因此其养殖仍大有可为。多年来,人们开展了大量研究,通过优化养殖条件、实施新的养殖系统、提高对 WSSV、AHPND、WFD 等疾病的抗病性、在饲料中添加益生菌和益生菌以及实施选择性育种计划来增加单核乌塘鳢鱼苗的遗传多样性和种群数量,从而提高单核乌塘鳢的产量。本综述概述了当前在单核乌塘鳢鱼苗培育方面取得的进展,从而为单核乌塘鳢水产养殖提供了一个重要的基准。同时还强调了急需重点研究的领域。未来的研究应取得长足进步,并在养殖和优化过程中考虑到未来气候变化情景的影响,同时增加生物安全措施,防止其作为外来物种引入野生环境。
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引用次数: 0
Toward Understanding Mechanistic Regulation of Body Size and Growth Control in Bivalve Mollusks 了解双壳类软体动物体型和生长控制的机制调控
IF 8.8 1区 农林科学 Q1 FISHERIES Pub Date : 2024-08-28 DOI: 10.1111/raq.12962
Ahmed Mokrani, Jian-an Li, Qi Li, Shikai Liu

Bivalves possess a pair of valves connected to a stretchable ligament that facilitates the opening and closing of the shell. The growth bioprocess commences when the supplemental materials secreted from the edge are added to the early-constructed shell. Here, we endeavor to provide a glimpse into physiological responses, mechanistic control, and omics applications toward understanding this complex trait. In the first section, we review studies that have been performed to investigate the effects of food availability, temperature, salinity, contaminants, and climate change in natural ecosystems and under experimental conditions. These conditions affect some internal promotors and alter the concentration of particular neuropeptides and neurotransmitters that induce neuroendocrinal signals crucial for regulating this peculiar process. Besides, we provide a predicted concept for organs' size control and maintaining body size homeostasis via intertwining networks, including the Hippo pathway. On the other hand, we discuss the findings of studies employing genomics, transcriptomics, proteomics, and metabolomics approaches to uncover the mechanistic modulation of growth-related traits in different bivalve species. We recommend further research to decipher organ size control and its intricate relationship with the entire body homeostasis. Future genetic dissection studies are also recommended to identify new key genes with a major effect that profoundly influences this trait, facilitating their potential editing to develop new strains with enhanced growth rates.

双壳类动物有一对瓣膜,瓣膜与可伸缩的韧带相连,有助于壳的开合。当边缘分泌的补充材料被添加到早期构建的外壳中时,生长生物过程就开始了。在此,我们将努力提供有关生理反应、机理控制和 omics 应用的一瞥,以了解这一复杂的性状。在第一部分中,我们回顾了在自然生态系统和实验条件下为调查食物供应、温度、盐度、污染物和气候变化的影响而进行的研究。这些条件会影响一些内部启动子,并改变特定神经肽和神经递质的浓度,而这些神经肽和神经递质会诱发对调节这一特殊过程至关重要的神经内分泌信号。此外,我们还提供了一个关于器官大小控制的预测概念,并通过包括 Hippo 通路在内的相互交织的网络维持体型平衡。另一方面,我们讨论了利用基因组学、转录组学、蛋白质组学和代谢组学方法揭示不同双壳类动物生长相关性状的机理调控的研究结果。我们建议进一步开展研究,以破解器官大小控制及其与整个身体平衡的复杂关系。我们还建议未来开展基因剖析研究,以确定对这一性状有重大影响的新的关键基因,从而促进其潜在的编辑工作,以开发出具有更高生长率的新品系。
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引用次数: 0
Impacts of Global Warming on Quality of Male Fishes: Evidence From A Meta-Analysis of Temperature Effects on Sperm Motility Kinematics 全球变暖对雄鱼质量的影响:温度对精子运动学影响的元分析证据
IF 8.8 1区 农林科学 Q1 FISHERIES Pub Date : 2024-08-28 DOI: 10.1111/raq.12961
Yu Cheng, Jinhai Wang, Sayyed Mohammad Hadi Alavi, Songpei Zhang, Zuzana Linhartová, Deepali Rahi Roy, Nururshopa Eskander Shazada, Borys Dzyuba, Otomar Linhart

Studies have demonstrated adverse effects of global warming on aquatic ecosystems. However, the effects of increased water temperature (IWT) on fish reproduction are still doubtful in species spawning at low or high temperatures. In this meta-analysis, we elucidated the effects of global warming on spermatozoa functions, key determinants of male fertility. We recruited 245 data records from 20 studies spanning 20 cold- and warm-water fishes to identify the effects of IWT on sperm quality. Data were re-processed and re-analyzed to determine the overall effects of IWT on sperm kinetics such as percentage of motile spermatozoa (MOT), duration of spermatozoa motility (DSM), curvilinear velocity (VCL), straight line velocity (VSL), average path velocity (VAP), as well as on enzymatic activities for energy supply (EAES) and antioxidant enzyme activity (ANEA). The standardized mean difference was calculated for each study, with positive values indicating higher performance under IWT. Results showed that (a) the overall effect size for MOT was larger negative in cold-water fishes (−1.22) than in warm-water fishes (−0.95). (b) Each 1°C increase in the activation medium reduced MOT by 1.30% (cold-water fishes) and 3.47% (warm-water fishes). (c) IWT negatively affected DSM, decreasing it by 10 s (cold-water species) and 5.64 s (warm-water species) per degree of IWT. (d) Spermatozoa velocity (VCL and VSL) increased by IWT in warm-water species. (e) In cold-water species, IWT-induced detrimental effects on EAES were associated with adverse impacts on sperm motility kinetics. In conclusion, IWT negatively affects sperm motility kinetics, suggesting an impact of global warming on fish reproduction.

研究表明,全球变暖对水生生态系统有不利影响。然而,对于在低温或高温条件下产卵的物种来说,水温升高(IWT)对鱼类繁殖的影响仍然值得怀疑。在这项荟萃分析中,我们阐明了全球变暖对精子功能的影响,精子功能是决定男性生育能力的关键因素。我们从 20 项研究中收集了 245 条数据记录,涵盖了 20 种冷水和暖水鱼类,以确定全球变暖对精子质量的影响。我们对数据进行了重新处理和分析,以确定IWT对精子动力学的总体影响,如运动精子百分比(MOT)、精子运动持续时间(DSM)、曲线速度(VCL)、直线速度(VSL)、平均路径速度(VAP),以及对供能酶活性(EAES)和抗氧化酶活性(ANEA)的影响。每项研究都计算了标准化平均差异,正值表示在 IWT 条件下表现更佳。结果表明:(a) 冷水鱼类 MOT 的总体效应大小(-1.22)负值大于温水鱼类(-0.95)。(b)活化介质温度每升高 1°C,MOT 分别降低 1.30%(冷水性鱼类)和 3.47%(暖水性鱼类)。(c) IWT 对 DSM 有负面影响,每增加一度 IWT,DSM 就会减少 10 秒(冷水鱼类)和 5.64 秒(暖水鱼类)。(d) 在暖水性物种中,IWT 增加了精子速度(VCL 和 VSL)。(e) 在冷水物种中,IWT 对 EAES 的不利影响与对精子运动动力学的不利影响有关。总之,IWT 对精子运动动力学有负面影响,表明全球变暖对鱼类繁殖有影响。
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引用次数: 0
Exposed Aquaculture Operations: Strategies for Safety and Fish Welfare 暴露在外的水产养殖作业:安全和鱼类福利策略
IF 8.8 1区 农林科学 Q1 FISHERIES Pub Date : 2024-08-22 DOI: 10.1111/raq.12964
Hans Vanhauwaert Bjelland, Ole Folkedal, Heidi Moe Føre, Esten Ingar Grøtli, Ingunn Marie Holmen, Eivind Lona, Hans Tobias Slette, Kristine Vedal Størkersen, Trine Thorvaldsen

The expansion of aquaculture production into more exposed harsh and remote ocean environments presents both new opportunities and challenges. To manage the complexities of exposed operations, research into fish welfare, personnel safety, and facilitating technology is thus of key importance. This paper reviews recent research advances in the areas of safety, fish welfare, and technology, while the focus is on the Norwegian salmon farming industry, the results could benefit exposed fish farming internationally. Regarding fish welfare, the study summarizes the current knowledge status of salmon coping abilities and welfare indicators in strong currents and waves. On the safety front, there has been significant progress in operational safety management, accident analysis, and emergency preparedness, all of which are crucial for human personnel in these demanding settings. Human safety and fish welfare also rely on structures and equipment, and recent research results include advances in environmental load analysis, vessel design, simulations of fish farms. Notably, the development of contact-free, autonomous lifting operations, and hole detection methods represents a significant leap in maintaining aquaculture infrastructure. This multidisciplinary study underscores the need for integrated research approaches to address exposed aquaculture, emphasizing that while recent innovations have enhanced safety and robustness, ongoing research and new strategies are critical for safety and fish welfare in exposed aquaculture operations.

将水产养殖生产扩展到更加暴露在外的恶劣和偏远海洋环境,既是新的机遇,也是新的挑战。为了应对暴露作业的复杂性,对鱼类福利、人员安全和促进技术的研究至关重要。本文回顾了近期在安全、鱼类福利和技术领域的研究进展,虽然重点是挪威的三文鱼养殖业,但研究成果可惠及全球的裸露海域养鱼业。在鱼类福利方面,研究总结了当前关于三文鱼在强流和海浪中的应对能力和福利指标的知识状况。在安全方面,操作安全管理、事故分析和应急准备取得了重大进展,所有这些对于在这些苛刻环境中工作的人员都至关重要。人类安全和鱼类福利也依赖于结构和设备,近期的研究成果包括环境负荷分析、船舶设计、养鱼场模拟等方面的进展。值得注意的是,非接触式、自主升降操作和孔洞检测方法的开发是维护水产养殖基础设施的重大飞跃。这项多学科研究强调了采用综合研究方法解决裸露水产养殖问题的必要性,并强调尽管近期的创新提高了安全性和稳健性,但持续研究和新策略对于裸露水产养殖作业的安全和鱼类福利至关重要。
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引用次数: 0
Recent Research Advances on the Hippo-Yki Pathway of Crustaceans: Current Knowledge and Potential Applications in Crustacean Aquaculture 甲壳动物 Hippo-Yki 途径的最新研究进展:甲壳动物水产养殖中的现有知识和潜在应用
IF 8.8 1区 农林科学 Q1 FISHERIES Pub Date : 2024-08-19 DOI: 10.1111/raq.12955
Linwei Yang, Yushi Gan, Hengwei Deng, Jianguo He, Xiaopeng Xu

The Hippo-YAP/Yki pathway is critical for the regulation of physiological responses in various biological processes from invertebrates to mammals. Crustaceans, in particular shrimp and crabs, are important food sources worldwide. In response to the needs of crustacean aquaculture and disease control, the regulatory mechanisms of crustacean life activities, especially immunity, have been increasingly emphasized. Emerging clues suggest that Hippo-Yki pathway is important for immunity and regeneration in crustaceans. In this review, the structure, activation pattern, response mechanism to pathogen invasion, and crosstalk with other signaling cascades of the Hippo-Yki pathway in aquaculture crustaceans are summarized and its similarities and differences with those in mammals and Drosophila are investigated. Based on this, the roles of the Hippo-Yki pathway in crustacean immune response and limb regeneration are further discussed, and the application potential of strategies pharmacologically or biologically targeting this pathway for crustacean disease control and breeding is theoretically explored.

从无脊椎动物到哺乳动物,Hippo-YAP/Yki 通路对于调节各种生物过程中的生理反应至关重要。甲壳类动物,尤其是虾蟹,是全球重要的食物来源。为了满足甲壳动物养殖和疾病控制的需要,甲壳动物生命活动(尤其是免疫)的调控机制日益受到重视。新的线索表明,Hippo-Yki通路对甲壳动物的免疫和再生具有重要作用。本综述总结了水产甲壳动物Hippo-Yki通路的结构、激活模式、对病原体入侵的反应机制以及与其他信号级联的串联,并探讨了其与哺乳动物和果蝇的异同。在此基础上,进一步讨论了Hippo-Yki通路在甲壳动物免疫反应和肢体再生中的作用,并从理论上探讨了以该通路为靶点的药理学或生物学策略在甲壳动物疾病控制和育种中的应用潜力。
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引用次数: 0
Salmon lice biology, environmental factors, and smolt behaviour with implications for the Norwegian salmon farming management system: A critical review 鲑虱生物学、环境因素和幼鱼行为对挪威鲑鱼养殖管理系统的影响:批判性评论
IF 8.8 1区 农林科学 Q1 FISHERIES Pub Date : 2024-07-30 DOI: 10.1111/raq.12953
Solveig van Nes, Albert Kjartan Dagbjartarson Imsland, Simon R. M. Jones

In 2017, a new regulatory management system, the traffic light system (TLS), was implemented to estimate the effects of salmon lice from Norwegian salmon aquaculture on marine survival of wild Atlantic salmon and forms the basis of aquaculture capacity regulation. The TLS relies on observational data and a set of models to estimate the risk for negative impact on wild salmon populations. This review of the literature that forms the basis for the TLS as well as other relevant studies is presented in the context of the currently practiced TLS and suggestions are made for immediate and long-term improvements. The main findings of this review are that: (1) assumed timing and duration of smolt migration contribute to unreliable observational and modelled data and overestimates of infection pressure; (2) production of lice larvae from farmed salmon is overestimated; (3) TLS model systems rely on or are calibrated by the same potentially flawed data; (4) lice-associated mortality in wild salmon smolts may be overestimated; and (5) lice infection levels on farms are not associated with measurable effects on wild salmon. Recommendations to improve the accuracy and reliability of the TLS, and hence its environmental efficiency include the more complete use of available biological and physical environmental variables, adjusting the time period that observational data are registered and modelled data are integrated, adjusting the interpretation of data including recognition of uncertainty in model outcomes, and use of more realistic assumptions concerning lice-induced mortality thresholds.

2017年,挪威实施了新的监管管理系统--交通灯系统(TLS),用于估算挪威三文鱼养殖过程中产生的鲑虱对野生大西洋鲑海洋生存的影响,并以此作为水产养殖能力监管的基础。交通信号灯依靠观测数据和一套模型来估算对野生鲑鱼种群造成负面影响的风险。本综述结合当前实施的 TLS,对构成 TLS 基础的文献及其他相关研究进行了介绍,并提出了近期和长期改进建议。本综述的主要发现有(1) 假定的幼鱼洄游时间和持续时间导致观测数据和模型数据不可靠,并高估了感染压力;(2) 养殖鲑鱼的虱幼虫产量被高估;(3) TLS 模型系统依赖于相同的可能存在缺陷的数据,或根据相同的数据进行校准;(4) 野生鲑鱼幼鱼的虱相关死亡率可能被高估;(5) 养殖场的虱感染水平与对野生鲑鱼的可测量影响无关。提高 TLS 的准确性和可靠性,进而提高其环境效益的建议包括:更全面地利用现有的生物和物理环境变量;调整观测数据登记和模型数据整合的时间段;调整数据解释,包括认识到模型结果的不确定性;以及使用更切合实际的虱子诱发死亡率阈值假设。
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引用次数: 0
Mitigating the role of aquaculture in crustacean invasions 减轻水产养殖在甲壳类入侵中的作用
IF 8.8 1区 农林科学 Q1 FISHERIES Pub Date : 2024-07-25 DOI: 10.1111/raq.12952
Eléna Manfrini, Franck Courchamp, Boris Leroy
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引用次数: 0
Cracking the myth: Bivalve farming is not a CO2 sink 破解神话:双壳贝养殖不是二氧化碳汇
IF 8.8 1区 农林科学 Q1 FISHERIES Pub Date : 2024-07-24 DOI: 10.1111/raq.12954
Fabrice Pernet, Sam Dupont, Jean-Pierre Gattuso, Marc Metian, Frédéric Gazeau

Bivalve farming was usually considered as a CO2 source through respiration and calcification, but recent studies suggest its potential as a CO2 sink, prompting exploration of its inclusion in carbon markets. Here we reviewed the scientific basis behind this idea and found that it is not supported by observational and experimental studies. This idea indeed arises from carbon budget models that are based on theoretical misconceptions regarding seawater carbonate chemistry. The main misunderstanding consists of assuming that the carbon trapped in the shell originates from atmospheric CO2 when it mostly comes from (bi)carbonate ions. While these ions originate from atmospheric CO2 through the erosion of minerals over geological time scales, their incorporation into shells does not prompt short-term CO2 compensation. The opposite occurs—calcification releases CO2 in seawater and limits or even prevents the uptake of atmospheric CO2. Some authors suggest that considering the bivalve farm ecosystem could change the perspective on the source/sink issue but there is no evidence for that now. Most ecosystem-based carbon budget models rely on several unverified assumptions and estimates. Although challenging, field measurements must be conducted for monitoring, reporting, and verifying atmospheric CO2 uptake before qualifying for carbon credits. To achieve scientific consensus, we need reinforcing measurement-based studies of CO2 fluxes in shellfish ecosystems, integrating carbon balance models with observational and experimental science, and fostering interdisciplinary collaboration. Although bivalve farming provides numerous environmental benefits and is vital for sustainable aquaculture, there is currently no evidence that it contributes to CO2 capture.

双壳贝类养殖通常被认为是通过呼吸作用和钙化作用产生二氧化碳的来源,但最近的研究表明,双壳贝类养殖有可能成为二氧化碳的吸收汇,这促使人们探索将双壳贝类养殖纳入碳市场。在此,我们回顾了这一观点背后的科学依据,发现观测和实验研究并不支持这一观点。事实上,这种观点源于碳预算模型,而碳预算模型是建立在对海水碳酸盐化学的理论误解之上的。主要的误解包括假设被困在贝壳中的碳来自大气中的二氧化碳,而这些碳主要来自(双)碳酸根离子。虽然这些离子是通过地质时间尺度上的矿物侵蚀作用从大气中的二氧化碳中产生的,但它们融入贝壳中并不会引起短期的二氧化碳补偿。相反,钙化会释放海水中的二氧化碳,限制甚至阻止吸收大气中的二氧化碳。一些作者认为,考虑双壳类养殖场生态系统可以改变对源/汇问题的看法,但现在还没有证据证明这一点。大多数基于生态系统的碳预算模型都依赖于一些未经验证的假设和估计。尽管具有挑战性,但在获得碳信用额度之前,必须进行实地测量,以监测、报告和验证大气中二氧化碳的吸收量。为了达成科学共识,我们需要加强对贝类生态系统二氧化碳通量的测量研究,将碳平衡模型与观测和实验科学相结合,并促进跨学科合作。尽管双壳贝类养殖对环境有诸多益处,对可持续水产养殖也至关重要,但目前还没有证据表明它有助于捕获二氧化碳。
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引用次数: 0
Current disease treatments for the ornamental pet fish trade and their associated problems 目前用于观赏宠物鱼贸易的疾病治疗方法及其相关问题
IF 8.8 1区 农林科学 Q1 FISHERIES Pub Date : 2024-07-23 DOI: 10.1111/raq.12948
E. Larcombe, M. E. Alexander, D. Snellgrove, F. L. Henriquez, K. A. Sloman

The trade in live ornamental fishes to be held as companion animals or displayed in public aquaria has an estimated global annual value of US$15–20 billion. Supply chains for ornamental pet fishes often involve many more parties than for fish farmed as food fishes, and at each stage, fishes are exposed to stressors including handling, confinement, crowding, mechanical disturbance, and poor water quality. If chronic, these stressors can compromise their immune system, making fishes more susceptible to pathogens. Mortality and morbidity from infectious disease can result in considerable welfare impacts and massive economic losses for the industry, and the range of infective agents seen in ornamental species is well documented. However, treating these diseases is not straightforward with practices varying greatly across the trade and with several approaches having unintended consequences, such as the emergence of resistant strains of pathogens. While disease treatments for a handful of fish species (e.g., koi, goldfish) have received focused research attention, for the home aquarium owner, there is an increasing reliance on products based on natural compounds which have received far less scientific attention. This review aims to highlight the gaps in our knowledge surrounding the range of disease treatments used across the ornamental pet fish trade, with a particular focus on freshwater tropical species destined for home aquaria. Consideration is given to the potential problems arising from these treatments, including microbial resistance and effects of treatments themselves on fish health and welfare.

作为伴侣动物饲养或在公共水族馆展示的活观赏鱼的全球年贸易额估计为 150 亿至 200 亿美元。与作为食用鱼养殖的鱼类相比,观赏宠物鱼类的供应链往往涉及更多方面,在每个阶段,鱼类都会面临压力,包括处理、圈养、拥挤、机械干扰和水质差。如果长期受到这些压力,会损害鱼类的免疫系统,使其更容易感染病原体。传染病造成的死亡率和发病率会对鱼类养殖业造成巨大的福利影响和经济损失。然而,这些疾病的治疗并不简单,各行各业的做法大相径庭,而且有几种方法会产生意想不到的后果,例如出现抗性病原体菌株。虽然针对少数鱼类物种(如锦鲤、金鱼)的疾病治疗方法得到了重点研究关注,但对于家庭水族馆主来说,他们越来越依赖于天然化合物产品,而这些产品受到的科学关注却少得多。本综述旨在强调我们在观赏宠物鱼类贸易中使用的一系列疾病治疗方法方面的知识差距,尤其关注用于家庭水族馆的淡水热带鱼种。文章考虑了这些治疗方法可能引起的问题,包括微生物抗药性以及治疗方法本身对鱼类健康和福利的影响。
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引用次数: 0
Sustainable aquaculture over the last 30 years: An analysis of the scientific literature by the Text Mining approach 过去 30 年的可持续水产养殖:文本挖掘法分析科学文献
IF 8.8 1区 农林科学 Q1 FISHERIES Pub Date : 2024-07-16 DOI: 10.1111/raq.12950
Isabella Tucciarone, Giulia Secci, Barbara Contiero, Giuliana Parisi

A literature search approach (using Scopus®, Elsevier© database) was established to identify peer-reviewed articles published in English between 1960 and 2023 dealing with ‘sustainable aquaculture’ and focusing on specific aquaculture practices (aquaponics, integrated multi-trophic aquaculture, biofloc and recirculating aquaculture systems). Text Mining combined with Topic Analysis was utilized to extract information from the text data of the papers identified. After an appropriate screening procedure, 1111 articles were selected. The analysis showed a gradual increase in sustainable aquaculture publications over time, peaking at more than 200 publications in 2023. The first articles on biofloc, integrated multi-trophic aquaculture and recirculating aquaculture systems as alternative aquaculture practices began to appear in 2010, while studies in aquaponics have only been published since 2015. Most publications (40%) came from Asia, in line with the leadership of this continent in aquaculture. European also showed considerable interest in sustainable aquaculture practices, with Italy (leader in publications), Portugal and Germany researchers contributing with 111 papers on the subject in the past 30 years. This study identified the main research topics on the subject and observed how these have evolved. The papers analysed dealt mainly with optimization of aquatic life, genetic in aquaculture and disease management. The topic of protein replacement in feed was also important, with the term ‘diet’ the most frequently utilized in papers. The subjects identified could serve as valuable primary data source, offering opportunities for deeper examination, such as systematic reviews on research topics or geographic regions.

建立了文献检索方法(使用 Scopus®、Elsevier© 数据库),以确定 1960 年至 2023 年间发表的涉及 "可持续水产养殖 "的同行评审英文文章,重点是特定的水产养殖 实践(鱼菜共生、综合多营养水产养殖、生物絮团和再循环水产养殖系统)。文本挖掘与主题分析相结合,从确定的论文文本数据中提取信息。经过适当的筛选程序,选出了 1111 篇文章。分析表明,随着时间的推移,可持续水产养殖方面的论文逐渐增多,到2023年达到200多篇。关于生物絮团、综合多营养水产养殖和再循环水产养殖系统作为替代水产养殖方法的首批文章于2010年开始出现,而关于鱼菜共生的研究自2015年才开始发表。大多数出版物(40%)来自亚洲,这与亚洲在水产养殖方面的领先地位相一致。欧洲也对可持续水产养殖实践表现出相当大的兴趣,意大利(发表论文最多的国家)、葡萄牙和德国的研究人员在过去30年中发表了111篇相关论文。本研究确定了有关该主题的主要研究课题,并观察了这些课题的演变情况。分析的论文主要涉及水生生物的优化、水产养殖中的遗传和疾病管理。饲料中蛋白质替代物的主题也很重要,"日粮 "一词在论文中使用频率最高。所确定的主题可作为有价值的原始数据来源,为更深入的研究提供机会,如对研究课题或地理区域进行系统回顾。
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Reviews in Aquaculture
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