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The allometric relationship between metabolic rate (VO2) and body mass (M) has been a subject of fascination and controversy for decades. Nevertheless, little is known about intraspecific size-scaling metabolism in marine animals such as teleost fish. The Japanese anchovy Engraulis japonicus is a planktotrophic pelagic fish with a rapid growth and metabolic rate. However, metabolic rate measurements are difficult in this species due to their extremely small body size after hatching. Herein, the metabolic rate of this species during its early developmental stage was measured for 47 individuals weighing 0.00009–0.09 g (from just after hatching to 43 days old) using the micro-semi-closed method, a newly modified method for monitoring metabolism developed specifically for this study. As a result, three distinct allometric phases were identified. During these phases, two stepwise increases in scaling constants occurred at around 0.001 and 0.01 g, although the scaling exponent constant remained unchanged in each phase (b^ = 0.683). Behavioral and morphological changes accompanied the stepwise increases in scaling constants. Although this novel modified respirometry method requires further validation, it is expected that this study will be useful for future metabolic ecology research in fish to determine metabolism and survival strategy.

Abstract Fish is thought to be the most appropriate for indication of toxicity in water. So, purpose of present study was to determine the concentrations of few metals (Na, K, Ca, Mg, Fe, Cd, Pb and Zn) in relation to the body size and condition factor in Scomberoides commersonnianus. A total of 73 samples of marine fish, S. commersonnianus with various sizes that ranged from 93.4-1180 g of body weight and total length 20.5-56.9cm were randomly collected from the Arabian Sea of Karachi Pakistan, for examination of elemental composition. The concentration of Calcium found maximum while Cadmium found minimum in S. commersonnianus. Concentrations of Zn showed highly significant (P<0.001) negative, while Na and Ca exhibited strong positive correlation with the fish size. Correlations of Pb, K and Mg were found least significant (P<0.05) with the wet weight and total length of S. commersonnianus. Whereas, Fe and Cd were remained insignificantly correlated (P>0.05) with the fish size. Condition factor showed highly significant correlation (P<0.001) with all studied metals except cadmium and lead which were found insignificantly correlated (P>0.05) with condition factor of S. commersonnianus. Resumo O peixe é considerado o mais adequado para indicação de toxicidade na água. Assim, o objetivo do presente estudo foi determinar as concentrações de alguns metais (Na, K, Ca, Mg, Fe, Cd, Pb e Zn) em relação ao tamanho corporal e fator de condição em Scomberoides commersonnianus. Foi coletado um total de 73 amostras de peixes marinhos, S. commersonnianus, com tamanhos que variaram de 93,4 a 1.180 g de peso corporal e comprimento total de 20,5 a 56,9 cm, aleatoriamente do Mar Arábico de Karachi, Paquistão, para exame de composição elementar. A concentração de Ca foi máxima, enquanto a de Cd foi mínima em S. commersonnianus. As concentrações de Zn mostraram-se altamente significativas negativas (P < 0,001), enquanto Na e Ca apresentaram forte correlação positiva com o tamanho dos peixes. As correlações de Pb, K e Mg foram menos significativas (P < 0,05) com o peso úmido e o comprimento total de S. commersonnianus. Já o Fe e o Cd permaneceram pouco correlacionados (P > 0,05) com o tamanho dos peixes. O fator de condição apresentou correlação altamente significativa (P < 0,001) com todos os metais estudados, exceto Cd e Pb, que foram encontrados correlacionados insignificantemente (P > 0,05) com o fator de condição de S. commersonnianus.

Abstract Mercury (Hg) in the form of highly toxic methyl mercury (MeHg) accumulates in aquatic food webs to an extent where it may threaten fish health in many freshwaters. Selenium (Se) mitigates the toxicity of accumulated Hg by forming strong bonds with it, a drawback being diversion of Se from biosynthetic pathways of essential selenoenzymes. We measured Se and Hg in muscle tissue of Eurasian perch (Perca fluviatilis) and vendace (Coregonus albula). For the perch, Se and Hg correlated positively. For the vendace, a positive relationship was seen when the effect of fish size was accounted for. All fish displayed surplus Se (mol Se – mol Hg > 0). For both fish species, the Se molar surplus ((nmol Se – nmol Hg)/g ww) decreased with fish weight. It was higher in the perch than in the vendace and showed the least variation among the small perch (4–34 g). For the large perch (79–434 g), the Se molar surplus decreased with increasing Hg below 0.5 µg Hg but then increased with further Hg increment despite Hg being a negative term in the Se molar surplus. In case the Se molar surplus reflected the weight-specific Se requirement, the latter clearly decreased with increasing fish size for the vendace. This was less clear for the perch because of the strong correlation between Hg and weight. Together, these Se–Hg relationships suggest that Se accumulation was at least partly subject to homeostatic control and responded to the Hg body burden and the Se requirement.

The present study was carried out to investigate effects of dissolved oxygen (DO) and fish size (FS) on growth, feed utilization, whole-body composition, and innate immunity of Nile tilapia, Oreochromis niloticus (L.). The experiment was based on a bifactorial design with three levels of DO (low: 0.1–1.5, medium: 2.5–3.0, and normal: 6.0–6.5 mg/L) and two sizes (3.7 and 12.9 g) within quadruplicates. Fish density was kept at 2.1 g/L, i.e., 50 or 15 fish per 90-L aquarium for small or large fish, respectively. Fish were fed up to satiation twice a day for 12 weeks on a 35 % crude protein diet. After the feeding trial, fish were artificially infected by pathogenic bacteria Aeromonas hydrophila for 10 days. It was noticed that DO and FS significantly affected fish growth, feed utilization, whole-body composition, and innate immunity. However, fish growth and feed intake were adversely affected by low DO. Additionally, smaller fish consumed less feed and exhibited better growth than the larger ones. Feed conversion ratio in case of small fish was better than that in case of larger one. Regarding fish body composition, moisture content was affected by FS only, while crude protein, lipid content, and total ash were significantly affected by DO level, FS, and their interaction. It is also noticed that larger fish tolerated low DO better than the small ones where values of nitro blue tetrazolium and lysozyme activity of large fish were better than small one. Additionally, innate immunity increased as DO levels increased. The total fish mortality after 10 days post-challenge was adversely affected by DO, and the highest mortality was observed at low DO in smaller fish, whereas no mortality was observed at normal DO in larger fish. These results indicate that fish growth, feed utilization, and innate immunity were adversely affected by low DO; meanwhile, smaller fish showed better performance than larger ones at normal DO.

Since 2017, a fishing ban in the Chishui River (China) has reduced human disturbances, yet the early-stage recovery of fish resources remains unquantified. Here, we applied environmental DNA (eDNA) metabarcoding to assess fish diversity and restoration status across its upper, middle, and lower reaches. An analysis of operational taxonomic units (OTUs) revealed higher unique than shared OTUs among reaches, indicating significant spatial partitioning of fish communities. The upper reaches exhibited the highest diversity due to reduced human activity, attributed to greater species richness, while the middle and lower reaches showed similar community structures. Key findings include the following: (1) the detection of rare endemic species (Schizothorax) and non-native Oreochromis DNA, suggesting invasion risks; (2) the investigation revealed a predominance of small-bodied fish species, indicating that large-bodied fish populations in the Chishui River (China) remained relatively scarce; (3) the recovery of demersal fish DNA from surface waters, confirming eDNA’s broad detection capacity. The results indicate that the fishing ban has contributed to the partial recovery of the fish community in the Chishui River (China). However, risks of biological invasion (e.g., Oreochromis species) remain, and large-bodied fish are still relatively scarce. To ensure effective conservation, it is critical to strengthen the monitoring and evaluation of the fishing ban’s effectiveness and implement timely measures to prevent invasive species proliferation.

This study analyzed the morphometric characteristics and otolith-related properties of C. abei (Le Danois 1978 ) collected from the Suruga Bay, Japan. A total of 133 specimens were obtained between 2021–2022, with total length ( TL ) ranging from 37.44 – 268.75 mm (mean ± SD: 124.67 ± 42.03). Sixteen morphometric characteristics were measured, and a single linear regression was applied to body and otolith morphometrics. Consequently, all the body parts increased with body size, demonstrating strong relationships overall ( r 2  > 0.90). No differences were found in the size and weight of the left and right sagittae. Relatively strong relationships were mostly observed ( r 2  > 0.890) between fish and otolith parameters. This study presents the shape indices of otoliths for C. abei , showing a significant resemblance to those of other anglerfish (Lophiidae: Lophiiformes) species, for the first time. Therefore, the shape of otolith ( n  = 124) is irregular and tending towards rectangularity rather than being perfectly circular or elliptical. The revealed shape indices of otolith are intended to contribute for fisheries management and conservation strategies in the regional fisheries biology of Suruga Bay.

The size and mass of fish are crucial parameters in aquaculture management. However, existing research primarily focuses on conducting fish size and mass estimation under ideal conditions, which limits its application in actual aquaculture scenarios with complex water quality and fluctuating lighting. A non-contact size and mass measurement framework is proposed for complex underwater environments, which integrates the improved FishKP-YOLOv11 module based on YOLOv11, stereo vision technology, and a Random Forest model. This framework fuses the detected 2D key points with binocular stereo technology to reconstruct the 3D key point coordinates. Fish size is computed based on these 3D key points, and a Random Forest model establishes a mapping relationship between size and mass. For validating the performance of the framework, a self-constructed grass carp dataset for key point detection is established. The experimental results indicate that the mean average precision (mAP) of FishKP-YOLOv11 surpasses that of diverse versions of YOLOv5–YOLOv12. The mean absolute errors (MAEs) for length and width estimations are 0.35 cm and 0.10 cm, respectively. The MAE for mass estimations is 2.7 g. Therefore, the proposed framework is well suited for application in actual breeding environments.

PurposeFish is a delicate and valuable source of protein, and aquaculture is expected to provide the required amount of fish needed at reasonable prices. Packaging is a vital stage to preserve hygiene, quality and freshness of aquaculture products. The purpose of this study was to identify environmental hotspots in farmed seabass and meagre during the packaging stage and to examine scenarios for reducing environmental impacts, aiming at greenhouse gas neutrality.MethodsThe life cycle assessment method was applied for the first time at three packaging plants of farmed seabass and meagre in western Greece, in order to assess their environmental impacts, taking into account the amount of electricity, expanded polystyrene, and other plastic and packaging materials needed. Moreover, different scenarios were designed involving the energy mix/alternative sources, recycling and reuse of packaging materials, and the replacement of standard polystyrene boxes and wooden pallets, in order to suggest environmentally friendly improvements in the packaging process.Results and discussionConventional operation of seabass and meagre packaging plants requires significant amounts of energy and packaging materials. In fact, electricity, boxes and pallets were documented as the main contributors to most of the environmental impact indicators. Seabass packaging had a slightly lower overall environmental impact compared to meagre, due to its smaller market size. Impact minimization scenarios resulted in various degrees of reduction of environmental burdens in both species; however, near-zero GHG emissions were achieved when energy from photovoltaic panels and recycling/reuse of packaging materials were combined with the use of non-fossil-based boxes and recyclable pallets. Such readily applicable adjustments to the conventional operation of packaging plants would contribute to overall environmental sustainability and to better consumer acceptability of the final product.ConclusionsIn a nutshell, the life cycle assessment method proved to be a valuable tool for assessing the environmental performance of Mediterranean aquaculture packaging processes. Moreover, it served to identify critical factors directly related to the EU GHG neutrality target. Accordingly, environmentally friendly decision-making/strategic management in the farmed fish packaging sector will inevitably rely on alternative energy sources, recycling of packaging materials, and use of recyclable corrugated board boxes or similar non-fossil-based materials.

The accurate labeling of species and size of specimens plays a pivotal role in fish auctions conducted at fishing ports. These labels, among other relevant information, serve as determinants of the objectivity of the auction preparation process, underscoring the indispensable nature of a reliable labeling system. Historically, this task has relied on manual processes, rendering it vulnerable to subjective interpretations by the involved personnel, therefore compromising the value of the merchandise. Consequently, the digitization and implementation of an automated labeling system are proposed as a viable solution to this ongoing challenge. This study presents an automatic system for labeling species and size, leveraging pre-trained convolutional neural networks. Specifically, the performance of VGG16, EfficientNetV2L, Xception, and ResNet152V2 networks is thoroughly examined, incorporating data augmentation techniques and fine-tuning strategies. The experimental findings demonstrate that for species classification, the EfficientNetV2L network excels as the most proficient model, achieving an average F-Score of 0.932 in its automatic mode and an average F-Score of 0.976 in its semi-automatic mode. Concerning size classification, a semi-automatic model is introduced, where the Xception network emerges as the superior model, achieving an average F-Score of 0.949.