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Development and Characterization of Fifteen Polymorphic Microsatellite Loci for Rare and Endangered Species within Luciobarbus Heckel, 1843 Genus in the Aral Basin and Their Conservation Application 针对咸海盆地 Luciobarbus Heckel, 1843 属中稀有和濒危物种的 15 个多态性微卫星位点的开发和特征描述及其保护应用
Pub Date : 2024-05-07 DOI: 10.3390/fishes9050169
Kamila Adyrbekova, S. Perea, Ignacio Doadrio
Biodiversity conservation entails not only the preservation of specific taxa but also genetic diversity. Despite the crucial role of molecular data in freshwater fish conservation management, there is a scarcity of information regarding the genetic diversity of Luciobarbus Heckel, 1843 (Actinopterygii, Cyprinidae) populations in the Aral system. Therefore, the primary aim of this study was to provide genetic information on two native species of the Luciobarbus genus found in the Aral system: L. conocephalus (Kessler, 1872) and L. brachycephalus (Kessler, 1872). These species, like many others in the Aral system, confront the imminent threat of extinction due to system alterations. However, genetic studies on these species at the nuclear level are challenging because Luciobarbus is an allotetraploid genus. Consequently, genetic investigations thus far have focused mainly on sequencing mitochondrial genes due to their haploid nature. This study has successfully developed fifteen new polymorphic microsatellite loci, which can prove to be valuable for population genetics, conservation, and other pertinent research on these species.
保护生物多样性不仅需要保护特定类群,还需要保护遗传多样性。尽管分子数据在淡水鱼类保护管理中起着至关重要的作用,但有关咸海系统中 Luciobarbus Heckel, 1843(翼手目,鲤科)种群遗传多样性的信息却十分匮乏。因此,本研究的主要目的是提供在咸海水系发现的 Luciobarbus 属两个本地物种的遗传信息:L. conocephalus (Kessler, 1872) 和 L. brachycephalus (Kessler, 1872)。这些物种与咸海水系中的许多其他物种一样,面临着因水系改变而濒临灭绝的威胁。然而,由于 Luciobarbus 是异源四倍体属,对这些物种进行核层面的遗传研究具有挑战性。因此,迄今为止的基因研究主要集中在线粒体基因的测序上,因为它们具有单倍体的特性。这项研究成功地开发了 15 个新的多态性微卫星位点,这些位点将被证明对这些物种的种群遗传学、保护和其他相关研究具有重要价值。
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引用次数: 0
The Role of Functional Feed Additives in Enhancing Aquaculture Sustainability 功能性饲料添加剂在提高水产养殖可持续性方面的作用
Pub Date : 2024-05-05 DOI: 10.3390/fishes9050167
A. J. Onomu, G. Okuthe
Aquaculture serves as a source of protein and livelihood and is an alternative to capture fisheries, thereby reducing pressure on the wild. However, aquaculture tends to be limited by sustainability issues, which include overdependency on fishmeal, the high cost associated with fishmeal, the environmental impact of aquaculture activities, which may be detrimental to aquatic lives and the environment, and the use of antibiotics to treat diseases, which may have an adverse effect in their host or the environment. Efforts are being made toward attaining practical ways to enhance aquaculture sustainability. One such effort is using functional feed additives in feed formulation. Functional feed additives are dietary ingredients incorporated in feed formulations, not only for the usual provision of basic nutritional requirements as offered by traditional feed but also for growth and health enhancement; environmental and economic gain. This review emphasizes the importance of incorporating functional feed additives such as probiotics, prebiotics, symbiotics, and phytogenics. This study evaluates and presents holistic information on functional additives, their roles in enhancing aquaculture sustainability, and the challenges encountered in their application.
水产养殖是蛋白质和生计的来源,是捕捞渔业的替代品,从而减轻了对野生动物的压力。然而,水产养殖往往受到可持续性问题的限制,这些问题包括过度依赖鱼粉、与鱼粉相关的高成本、水产养殖活动对环境的影响(可能对水生生物和环境造成危害)以及使用抗生素治疗疾病(可能对宿主或环境造成不利影响)。人们正在努力寻找切实可行的方法来提高水产养殖的可持续性。其中一项努力是在饲料配方中使用功能性饲料添加剂。功能性饲料添加剂是添加到饲料配方中的膳食成分,不仅能提供传统饲料所提供的基本营养需求,还能促进生长和健康,获得环境和经济效益。本综述强调了添加益生菌、益生元、共生菌和植物源等功能性饲料添加剂的重要性。本研究对功能性添加剂、其在提高水产养殖可持续性方面的作用以及在应用过程中遇到的挑战进行了评估,并提供了全面的信息。
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引用次数: 0
Effect of Toxicity of Chromium (VI) Stressors Alone and Combined to High Temperature on the Histopathological, Antioxidation, Immunity, and Energy Metabolism in Fish Phoxinus lagowskii 单独和联合高温铬(Ⅵ)胁迫对鱼类 Phoxinus lagowskii 的组织病理学、抗氧化、免疫和能量代谢的影响
Pub Date : 2024-05-05 DOI: 10.3390/fishes9050168
Tingting Hu, Cunrun Ye, Zhaoyang Ning, Tianmei Liu, Weijie Mu
Fish in aquatic ecosystems are often impacted by environmental stressors like temperature fluctuations and exposure to heavy metals. Chromium (Cr6+) is a known environmental pollutant that poses a threat to aquatic life. Various environmental factors, such as water temperature, have been found to affect the toxicity of dissolved chemicals in aquatic ecosystems. We investigated the toxicity of combinations of different concentrations of hexavalent chromium (Cr6+) with high temperatures in fish. Hematological indices demonstrated changes in white blood cells (WBCs), hematocrit (HCT), red blood cells (RBCs), and hemoglobin (Hb) levels during the exposure. The qualitative and semi-quantitative analyses of different tissues confirmed that higher concentrations of Cr6+ caused more significant damage than lower concentrations, with evident alterations observed in circulatory and regressive aspects. Furthermore, brain acetylcholinesterase levels decreased in both single heavy metal exposure and combined exposure at a high temperature. The activity of antioxidant oxidase and immunological parameters increased in all treatment groups compared with the control group following long-term exposure. A significant and increased effect of Cr6+ in the high-temperature groups was observed on the evaluated biomarkers, suggesting a possible synergistic effect between Cr6+ and increased temperature. The integrated biomarker response (IBR) reported the highest level of stress at 10 mg/L Cr6+ combined with high temperature. The IBR analysis revealed that the highest activity of response enzymes, such as acid phosphatase (ACP), superoxide dismutase (SOD), and glutathione S-transferases (GST), was observed in the liver, whereas the gills displayed alkaline phosphatase (ALP), GST, and SOD activity, and the kidneys demonstrated SOD, ACP, and aspartate aminotransferase (AST) to be most active. Through histopathology, antioxidant enzymes, and metabolism- and immunity-related enzymes, we determined that high temperatures enhance the potential toxicity of Cr6+ in fish. We recommend conducting a thorough assessment of the impact of climate change, particularly temperature fluctuations, when studying the toxic effects of metal pollution, like chromium, in aquatic ecosystems.
水生生态系统中的鱼类经常受到环境压力的影响,如温度波动和接触重金属。铬(Cr6+)是一种已知的环境污染物,对水生生物构成威胁。研究发现,水温等各种环境因素会影响水生生态系统中溶解化学物质的毒性。我们研究了不同浓度的六价铬(Cr6+)与高温相结合对鱼类的毒性。血液学指标显示,在接触过程中,白细胞(WBC)、血细胞比容(HCT)、红细胞(RBC)和血红蛋白(Hb)水平都发生了变化。对不同组织的定性和半定量分析证实,较高浓度的 Cr6+ 比较低浓度的 Cr6+ 造成更严重的损害,在循环和退行方面观察到明显的改变。此外,脑乙酰胆碱酯酶水平在单一重金属暴露和高温联合暴露中均有所下降。与对照组相比,长期接触重金属的所有处理组的抗氧化氧化酶活性和免疫学参数都有所提高。在高温组中,Cr6+ 对所评估的生物标志物的影响明显增加,这表明 Cr6+ 和温度升高之间可能存在协同效应。综合生物标志物反应(IBR)显示,10 毫克/升 Cr6+和高温的应激水平最高。IBR 分析表明,肝脏中酸性磷酸酶 (ACP)、超氧化物歧化酶 (SOD) 和谷胱甘肽 S 转移酶 (GST) 等反应酶的活性最高,鳃中碱性磷酸酶 (ALP)、谷胱甘肽 S 转移酶 (GST) 和 SOD 的活性最高,肾脏中 SOD、ACP 和天冬氨酸氨基转移酶 (AST) 的活性最高。通过组织病理学、抗氧化酶以及代谢和免疫相关酶,我们确定高温会增强 Cr6+ 对鱼类的潜在毒性。我们建议在研究铬等金属污染对水生生态系统的毒性影响时,对气候变化,尤其是温度波动的影响进行全面评估。
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引用次数: 0
Assessing the Conservation Value of Artificial and Natural Reefs via Ichthyoplankton Spatio-Temporal Dynamics 通过鱼类浮游生物时空动态评估人工礁和天然礁的保护价值
Pub Date : 2024-05-04 DOI: 10.3390/fishes9050166
C. A. Sánchez-Caballero, J. Borges-Souza, R. Saldierna-Martínez, A. Abelson
The distribution of fish eggs and larvae (ichthyoplankton) reflects spawning and nursery areas as well as dispersal routes. This study’s goal is to demonstrate how the identification of ichthyoplankton species and stages and their spatial distribution among natural reefs (NRs) and artificial reefs (ARs) may serve as decision-making tools in conservation and fishery management. Natural reefs exhibited an eight-times higher abundance of eggs, as well as the highest abundance of larvae in the yolk-sac and preflexion phases. In contrast, ARs had the highest abundance of larvae in the flexion and postflexion phases. Natural reefs may serve as breeding grounds for Scaridae, Labridae, and Mugilidae; whereas, ARs may serve as breeding sites for Lutjanidae, Synodontidae, Carangidae, Fistularidae, and Haemulidae. Our study revealed differences between ARs and NRs, which demonstrate the potential of artificial reefs to expand the supply and settlement options of reef fishes and consequently can lead to increased fish production with potential benefits to adjacent fishing areas through connectivity. Thus, ARs as no-take sites can be effective tools for both fishery management and biodiversity conservation. The findings highlight the potential use of ichthyoplankton tools and the importance of considering both types of reefs in marine conservation and management efforts.
鱼卵和幼虫(鱼类浮游生物)的分布反映了产卵和育苗区域以及扩散路线。本研究的目标是展示如何识别鱼类浮游生物的种类和阶段,以及它们在天然礁(NRs)和人工鱼礁(ARs)中的空间分布,以此作为保护和渔业管理的决策工具。天然礁石的卵丰度是人工礁石的八倍,卵黄-卵囊期和前屈期幼体的丰度也最高。相比之下,ARs的幼虫在屈曲期和屈曲后阶段数量最多。自然礁可能是疤鲷科、马颊鲷科和鲻科的繁殖地;而ARs则可能是泸江鲷科、鞘鲷科、鲤科、腕鲷科和海鲻科的繁殖地。我们的研究揭示了ARs和NRs之间的差异,这表明人工鱼礁有可能扩大珊瑚礁鱼类的供应和定居选择,从而导致鱼类产量增加,并通过连接性为邻近渔区带来潜在利益。因此,作为禁渔区的人工鱼礁可以成为渔业管理和生物多样性保护的有效工具。研究结果强调了鱼类浮游生物工具的潜在用途,以及在海洋保护和管理工作中考虑这两类珊瑚礁的重要性。
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引用次数: 0
Circularity Assessment in Aquaculture: The Case of Integrated Multi-Trophic Aquaculture (IMTA) Systems 水产养殖中的循环性评估:综合多营养水产养殖 (IMTA) 系统案例
Pub Date : 2024-05-04 DOI: 10.3390/fishes9050165
Daniel Checa, Brett M. Macey, John J. Bolton, Marissa Brink-Hull, Pauline O’Donohoe, Alessandro Cardozo, L. Poersch, Inmaculada Sánchez
Aquaculture is a strategic sector that aims to meet the increased demands for healthy food for current and future populations. However, this progression needs to be sustainable, which can potentially be achieved by the implementation of circular practices. Integrated multi-trophic aquaculture (IMTA) systems promote the incorporation of circular principles. Nevertheless, the lack of harmonized definitions and standards impedes the quantification of these circular attributes. This study aims to explore the potential principles embedded in IMTA and the existing alternatives to quantify circularity. Two basic pillars (nutrient management and resource use efficiency) were identified as the most relevant circularity attributes for IMTA systems and were quantified through aquaculture-specific indicators. Bioremediation indicators, together with the efficiency indicators in terms of feed, water, energy, and infrastructure materials used, were selected to evaluate the circularity performance of four IMTA trials in three aquaculture facilities in Ireland, Brazil, and South Africa. Salmon, white shrimp, tilapia, abalone, and sea urchins were studied and cultivated together in various combinations with several low-trophic species in these IMTA trials to evaluate the improvement in circularity compared with corresponding monoculture conditions. The results showed an increase in circularity of up to 90% in terms of water recirculation, as well as bioremediation, which was improved by 80%–90%, providing evidence for the potential role of IMTA in the circularity transition.
水产养殖是一个战略性行业,旨在满足当前和未来人口对健康食品日益增长的需求。然而,这一进步需要可持续发展,而这有可能通过实施循环做法来实现。综合多营养水产养殖(IMTA)系统促进了循环原则的融入。然而,缺乏统一的定义和标准阻碍了这些循环属性的量化。本研究旨在探索内含于IMTA中的潜在原则以及量化循环性的现有替代方法。两个基本支柱(养分管理和资源利用效率)被确定为与IMTA系统最相关的循环属性,并通过水产养殖特定指标进行量化。选择生物修复指标以及饲料、水、能源和基础设施材料使用效率指标,来评估在爱尔兰、巴西和南非三个水产养殖设施进行的四项 IMTA 试验的循环性能。在这些 IMTA 试验中,研究了鲑鱼、南美白对虾、罗非鱼、鲍鱼和海胆,并将其与几种低营养型物种进行了不同的组合养殖,以评估与相应的单一养殖条件相比,循环性的改善情况。结果表明,在水循环方面,循环性提高了 90%;在生物修复方面,循环性提高了 80%-90%,这为 IMTA 在循环性过渡中的潜在作用提供了证据。
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引用次数: 0
Genetic Basis for Morphological Variation in the Zebrafish Danio rerio: Insights from a Low-Heterozygosity Line 斑马鱼 Danio rerio 形态变异的遗传基础:低杂合度品系的启示
Pub Date : 2024-05-02 DOI: 10.3390/fishes9050164
Gil Martínez-Bautista, Pamela Padilla, Warren W. Burggren
Data variability complicates reproducibility and the interpretation of experimental results. Different animal models have been employed to decrease variability to enhance experimental power. However, variation frequently persists among and within strains/lines. In zebrafish (Danio rerio), inbred lines (e.g., NHGRI-1) derived from wild-type lines have been produced to greatly decrease genetic variation, with the goal of providing better understanding of genetic backgrounds that may influence the experimental outcome of studies employing such lines. We hypothesized that variations in morphological phenotypes shaped by environmental stressors early in development are correlated with the intrinsic degree of genetic variability of zebrafish lines. We compared morphological variability (yolk–chorion ratio, body mass, embryo mass, total length, condition factor, and specific growth rate) in wild-type AB and NHGRI-1 zebrafish lines as a function of their responses to altered temperature and oxygen availability during the first 7 days post-fertilization. Overall, both lines showed similar developmental trajectories for yolk–chorion ratio, embryo mass, and total length. Additionally, condition factor and specific growth rate showed similar responses within each line, regardless of temperature and hypoxia. Importantly, the coefficient of variation for each variable was significantly lower in NHGRI-1 than AB larvae for 151 of 187 assessed morphological endpoints. Thus, the low-heterozygosity NHGRI-1 zebrafish line can be useful for decreasing inter-individual variation in morphological responses to environmental stressors, thereby aiding in the interpretation of results and enhancing experimental reproducibility.
数据的可变性使实验结果的可重复性和解释变得复杂。人们采用不同的动物模型来降低变异性,以提高实验能力。然而,不同品系/品系之间和品系内部经常存在变异。在斑马鱼(Danio rerio)中,从野生型品系中培育出的近交系(如 NHGRI-1)大大减少了遗传变异,目的是让人们更好地了解可能会影响使用这些品系进行研究的实验结果的遗传背景。我们假设,斑马鱼在发育早期受环境胁迫因素影响而产生的形态表型变化与斑马鱼品系的内在遗传变异程度相关。我们比较了野生型 AB 和 NHGRI-1 斑马鱼品系的形态变异性(卵黄-绒毛比率、体质量、胚胎质量、总长度、条件因子和特定生长率)与它们在受精后 7 天内对温度和氧气供应变化的反应的函数关系。总体而言,两个品系在卵黄-绒毛比率、胚胎质量和总长度方面表现出相似的发育轨迹。此外,无论温度和缺氧情况如何,每个品系的条件因子和特定生长率都表现出相似的反应。重要的是,在187个评估的形态学终点中,NHGRI-1幼虫在151个终点的每个变量的变异系数都明显低于AB幼虫。因此,低杂合度的NHGRI-1斑马鱼品系可以减少个体间对环境胁迫的形态反应差异,从而有助于解释结果并提高实验的可重复性。
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引用次数: 0
Age, Growth, and Otolith Morphometrics of Trachinus draco (L., 1758) and Trachinus radiatus (Cuvier, 1829) in the Eastern Mediterranean 东地中海龙鳃鳟(Trachinus draco, L., 1758)和雷蒂鳟(Trachinus radiatus, Cuvier, 1829)的年龄、生长和耳石形态计量学
Pub Date : 2024-04-25 DOI: 10.3390/fishes9050152
Vasiliki Nikiforidou, C. Mytilineou, Athanasios Alexandropoulos, A. Anastasopoulou
Trachinus draco and Trachinus radiatus are two bycatch species of low commercial value and no sufficient knowledge on their biological features. In the present study, the weight–length relationship, age, growth, and ten otolith morphometric variables of these species were investigated in the southwestern Aegean Sea for the first time. Positive allometric and isometric growth in the weight were defined in T. draco and T. radiatus. The weight–length relationship was described by the parameters α = 0.002415 and b = 3.35745 in T. draco and α = 0.007582 and b = 3.09452 in T. radiatus. The von Bertalanffy growth function parameters were L∞ = 44.51 cm, k = 0.15 year−1, and t0 = −1.31 years for T. draco and L∞ = 58.47 cm, k = 0.16 year−1, and t0 = −0.78 years for T. radiatus. Ten otolith variables (radius, length, width, area, perimeter, roundness, circularity, form factor, rectangularity, and ellipticity) showed a significant relationship with size for both species, except the ellipticity in T. radiatus. The mean values of all the otolith variables were higher in T. radiatus than in T. draco. The otolith of T. radiatus was found to become more rectangular with size as compared to the otolith of T. radiatus. The results of this work can support further research on the behavioral and ecological features of the two species.
Trachinus draco 和 Trachinus radiatus 是两种商业价值较低的副渔获物,对其生物特征没有足够的了解。本研究首次在爱琴海西南部调查了这两个物种的体重-长度关系、年龄、生长和十个耳石形态变量。研究确定了 T. draco 和 T. radiatus 体重的正异速增长和等速增长。在 T. draco 中,体重-长度关系用参数 α = 0.002415 和 b = 3.35745 描述;在 T. radiatus 中,体重-长度关系用参数 α = 0.007582 和 b = 3.09452 描述。T.draco的von Bertalanffy生长函数参数为L∞=44.51厘米,k=0.15年-1,t0=-1.31年;T.radiatus的L∞=58.47厘米,k=0.16年-1,t0=-0.78年。两个物种的十个耳石变量(半径、长度、宽度、面积、周长、圆度、圆度、形状因子、矩形度和椭圆度)均与体型有显著关系,但雷氏栉水母的椭圆度除外。所有耳石变量的平均值,雷氏栉水母均高于龙鳞栉水母。与桡足类的耳石相比,桡足类的耳石随着体型的增大变得更加矩形。这项工作的结果有助于进一步研究这两个物种的行为和生态特征。
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引用次数: 0
A Fish-Based Tool for the Quality Assessment of Portuguese Large Rivers 基于鱼类的葡萄牙大河质量评估工具
Pub Date : 2024-04-23 DOI: 10.3390/fishes9050149
António Tovar Faro, Maria Teresa Ferreira, João Manuel Oliveira
Multimetric indices play a pivotal role in assessing river ecological quality, aligning with the European Water Framework Directive (EU WFD) requirements. However, indices developed specifically for large rivers are uncommon. Our objective was to develop a fish-based tool specifically tailored to assess the ecological quality in Portuguese large rivers. Data were collected from seven sites in each of three Portuguese large rivers (Minho, Guadiana, and Tagus). Each site was classified using an environmental disturbance score, combining different pressure types, such as water chemistry, land use, and hydromorphological alterations. The Fish-based Multimetric Index for Portuguese Large Rivers (F-MMIP-LR) comprises four metrics: % native lithophilic individuals; % alien individuals; % migrant individuals; and % freshwater native individuals, representing compositional, reproductive, and migratory guilds. The index showed good performance in separating least- and most-disturbed sites. Least-disturbed sites were rated ‘high’ or ‘good’ by F-MMIP-LR, contrasting with no such classification for most-disturbed sites, highlighting index robustness. The three rivers presented a wide range of F-MMIP-LR values across the gradient of ‘bad’ to ‘high’, indicating that, on a large spatial extent, the biological condition was substantially altered. The F-MMIP-LR provides vital information for managers and decision-makers, guiding restoration efforts and strengthening conservation initiatives in line with the WFD.
根据《欧洲水框架指令》(EU WFD)的要求,多指标指数在评估河流生态质量方面发挥着举足轻重的作用。然而,专门为大河开发的指数并不多见。我们的目标是开发一种基于鱼类的工具,专门用于评估葡萄牙大河的生态质量。我们分别从葡萄牙三条大河(米尼奥河、瓜迪亚纳河和塔霍河)的七个地点收集了数据。结合水化学、土地利用和水文地貌改变等不同压力类型,使用环境干扰评分对每个地点进行分类。基于鱼类的葡萄牙大河多指标指数(F-MMIP-LR)包括四个指标:本地嗜石个体百分比、外来个体百分比、洄游个体百分比和淡水本地个体百分比,分别代表组成、繁殖和洄游类群。该指数在区分受干扰最少和最严重的地点方面表现良好。F-MMIP-LR 将受干扰最少的地点评为 "高 "或 "好",而对受干扰最多的地点则没有这样的分类,这凸显了该指数的稳健性。三条河流的 F-MMIP-LR 值从 "差 "到 "高 "的梯度范围很大,表明在很大的空间范围内,生物状况发生了重大变化。F-MMIP-LR 为管理者和决策者提供了重要信息,可指导修复工作并加强符合 WFD 的保护措施。
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引用次数: 0
Triple Attention Mechanism with YOLOv5s for Fish Detection 利用 YOLOv5s 的三重注意力机制进行鱼类探测
Pub Date : 2024-04-23 DOI: 10.3390/fishes9050151
Wei Long, Yawen Wang, Lingxi Hu, Jintao Zhang, Chen Zhang, Linhua Jiang, Lihong Xu
Traditional fish farming methods suffer from backward production, low efficiency, low yield, and environmental pollution. As a result of thorough research using deep learning technology, the industrial aquaculture model has experienced gradual maturation. A variety of complex factors makes it difficult to extract effective features, which results in less-than-good model performance. This paper proposes a fish detection method that combines a triple attention mechanism with a You Only Look Once (TAM-YOLO)model. In order to enhance the speed of model training, the process of data encapsulation incorporates positive sample matching. An exponential moving average (EMA) is incorporated into the training process to make the model more robust, and coordinate attention (CA) and a convolutional block attention module are integrated into the YOLOv5s backbone to enhance the feature extraction of channels and spatial locations. The extracted feature maps are input to the PANet path aggregation network, and the underlying information is stacked with the feature maps. The method improves the detection accuracy of underwater blurred and distorted fish images. Experimental results show that the proposed TAM-YOLO model outperforms YOLOv3, YOLOv4, YOLOv5s, YOLOv5m, and SSD, with a mAP value of 95.88%, thus providing a new strategy for fish detection.
传统的养鱼方式存在生产落后、效率低、产量低、环境污染等问题。经过深度学习技术的深入研究,工业化水产养殖模型逐渐成熟。由于各种复杂因素的影响,难以提取有效特征,导致模型性能不尽如人意。本文提出了一种鱼类检测方法,该方法结合了三重注意力机制和只看一次(TAM-YOLO)模型。为了提高模型训练速度,数据封装过程中加入了正样本匹配。为了提高模型的鲁棒性,在训练过程中加入了指数移动平均(EMA),并在 YOLOv5s 骨干中集成了协调注意(CA)和卷积块注意模块,以加强通道和空间位置的特征提取。提取的特征图输入 PANet 路径聚合网络,底层信息与特征图叠加。该方法提高了水下模糊和扭曲鱼类图像的检测精度。实验结果表明,所提出的 TAM-YOLO 模型优于 YOLOv3、YOLOv4、YOLOv5s、YOLOv5m 和 SSD,mAP 值达到 95.88%,从而为鱼类检测提供了一种新策略。
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引用次数: 0
Enhancing Indoor Culture of Weather Loach (Misgurnus anguillicaudatus) and Caipira Lettuce (Lactuca sativa) in a Decoupled FLOCponics System 在解耦 FLOCponics 系统中加强天气泥鳅(Misgurnus anguillicaudatus)和莴苣(Lactuca sativa)的室内培养
Pub Date : 2024-04-23 DOI: 10.3390/fishes9050150
Junseong Park, Ju-ae Hwang, Jongryeol Choe, Donggil Lee, Hyeongsu Kim
Interest in aquaponics (AP) is increasing due to its ability to minimize sewage and maximize feed efficiency in fish farming. However, owing to limitations of intensive cultures and a lack of nutrients such as NO3 for growing crops, AP requires the use of artificial nutrients. Therefore, novel approaches are required to develop AP-intensive culturing methods. An AP system based on biofloc technology (BFT) called FLOCponics (FP) has been recommended. Here, the productivity of the weather loach (Misgurnus anguillicaudatus) in the FP system, BFT system, and flow-through systems (FTSs), as well as these systems’ effect on Caipira lettuce (Lactuca sativa) growth, was analyzed. To compare crop productivity, a hydroponic (HP) bed was installed. The growth rate of M. anguillicaudatus showed significant differences, at 51.1 ± 3.69% in the FP system, followed by 24.0 ± 4.16% in the BFT system and −14.3 ± 1.4% in the FTS. Its survival rates were better in the FP system (91.1 ± 2.64%) than in the BFT system (82.1 ± 10.98%) or the FTS (66.8 ± 2.75%) (p < 0.05). Total ammonia nitrogen and NO2−-N concentrations were stabilized in every plot during the experimental period. However, the NO3−-N concentration continuously increased in the BFT system but decreased in the FP system and was maintained. The shoot weight of the Caipira lettuce was 163.6 ± 8.65 g in the FP system and 149.6 ± 9.05 g in the HP system. In conclusion, FP system can provide a large amount of nutrients and improve the growth performance of both fish and crops in the FP system.
由于鱼菜共生(AP)能够最大限度地减少污水排放,最大限度地提高养鱼业的饲料效率,人们对它的兴趣与日俱增。然而,由于集约化养殖的局限性和作物生长所需的养分(如 NO3)的缺乏,鱼菜共生需要使用人工养分。因此,需要采用新方法来开发 AP 密集养殖方法。有人推荐了一种基于生物絮团技术(BFT)的 AP 系统,称为 FLOCponics(FP)。在此,我们分析了风化泥鳅(Misgurnus anguillicaudatus)在 FP 系统、BFT 系统和直流系统(FTS)中的生产率,以及这些系统对 Caipira 莴苣(Lactuca sativa)生长的影响。为了比较作物产量,安装了一个水培(HP)床。M. anguillicaudatus 的生长率显示出显著差异,在 FP 系统中为 51.1 ± 3.69%,其次是 BFT 系统中的 24.0 ± 4.16%和 FTS 系统中的 -14.3 ± 1.4%。其存活率在 FP 系统中(91.1 ± 2.64%)优于 BFT 系统(82.1 ± 10.98%)或 FTS 系统(66.8 ± 2.75%)(p < 0.05)。在实验期间,每个小区的总氨氮和 NO2-N 浓度都趋于稳定。但是,在 BFT 系统中,NO3--N 浓度持续上升,而在 FP 系统中,NO3--N 浓度下降并保持不变。Caipira 莴苣的芽重在 FP 系统中为 163.6 ± 8.65 克,在 HP 系统中为 149.6 ± 9.05 克。总之,FP 系统可以提供大量的营养物质,提高鱼类和作物在 FP 系统中的生长性能。
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引用次数: 0
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Fishes
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