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Transcriptional regulation and alternative splicing reveal the molecular strategies of Bombay duck Harpadon nehereus to hypoxia 转录调控和替代剪接揭示了孟买鸭 Harpadon nehereus 应对缺氧的分子策略
IF 1.9 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2024-01-27 DOI: 10.1007/s12562-024-01753-6
Zhicheng Sun, Linlong Wang, Yefu Kong, Jiachen Sun, Bin Kang

Bombay duck Harpodon nehereus has undergone a dramatic shift from a by-catch fish species to the dominant species in the southeast coast of China. This shift has led to economic growth in the fishery and has had a significant impact on community structure, biodiversity, and resource competition in the ecosystem. Strong hypoxia tolerance may be one of the contributing factors for its population growth. This study compared the transcriptional regulation and alternative splicing in H. nehereus from the normoxic and hypoxic zone near the Yangtze Estuary. Compared with normoxia, the number of alternative splicing events increased in the gill and heart but decreased in the muscle after hypoxia, among which exon skipping was the most prevalent type in different tissues. Enrichment analysis showed that differentially expressed genes and genes with differentially alternative exons were mainly enriched in transmembrane transport and glycerophospholipid metabolic process in gill, cell cycle, and FoxO signaling pathway in heart, as well as cell cycle and reduced metabolic rate in muscle. Key candidate genes may be associated with gill remodeling, elevated heart rate, and muscle angiogenesis function. This study provides valuable genetic clues for evaluating molecular regulation strategies related to hypoxia tolerance in marine fishes.

孟买麻鸭(Harpodon nehereus)经历了从副渔获物到中国东南沿海主要鱼种的巨大转变。这一转变带动了渔业经济的增长,并对生态系统中的群落结构、生物多样性和资源竞争产生了重大影响。强烈的耐缺氧能力可能是其种群增长的诱因之一。本研究比较了长江口附近常氧区和低氧区新海鲈的转录调控和替代剪接。与常氧相比,缺氧后鳃和心脏中的替代剪接事件数量增加,而肌肉中的替代剪接事件数量减少,其中外显子跳越是不同组织中最常见的类型。富集分析表明,差异表达基因和具有差异替代外显子的基因主要富集于鳃的跨膜运输和甘油磷脂代谢过程、心脏的细胞周期和FoxO信号通路,以及肌肉的细胞周期和代谢率降低。关键候选基因可能与鳃重塑、心率升高和肌肉血管生成功能有关。这项研究为评估海洋鱼类耐缺氧相关的分子调控策略提供了宝贵的遗传线索。
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引用次数: 0
Diets comprising hen egg yolk and milk proteins as potential alternatives to shark egg-based diets for larvae of the Japanese eel Anguilla japonica 用母鸡蛋黄和牛奶蛋白替代鲨鱼蛋作为日本鳗鲡幼体日粮的可能性
IF 1.9 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2024-01-27 DOI: 10.1007/s12562-024-01752-7
Hirofumi Furuita, Tadao Jinbo, Masato Higuchi, Kazuharu Nomura, Ryusuke Sudo, Hiroyuki Matsunari, Koji Murashita, Hiromi Oku, Takeshi Yamamoto, Hideki Tanaka

The only diet that has been capable of rearing eel larvae to the glass eel stage in captivity is the shark egg (SE)-based diet (SE). This study investigated the potential of alternative dietary components, namely hen egg yolk (HEY), milk proteins, and fish protein hydrolysate (FPH), on the growth and survival of eel larvae. In the first experiment, a diet containing HEY and skimmed milk powder (HS) was compared to SE. There were no significant differences in growth and survival rate between the two diets except in the early part of the experiment period. In the second experiment, HS was modified by the addition of FPH and casein (FC), and larval performance was evaluated for three dietary regimens (SE, HS, and FC). The performance of larvae fed HS and FC was found to be comparable or superior to those fed SE. It was observed that larvae fed the alternative diets to SE were able to progress to glass eels. However, more skeletal abnormalities were observed in HS in experiment 1. The results of this study indicate that a combination of HEY and milk proteins is suitable as a larval eel diet, and that it has the potential to replace SE.

在人工饲养条件下,唯一能够将鳗鲡幼体饲养到玻璃鳗阶段的日粮是以鲨鱼卵(SE)为基础的日粮(SE)。本研究调查了其他日粮成分(即母鸡蛋黄(HEY)、牛奶蛋白和鱼蛋白水解物(FPH))对鳗鱼幼体生长和存活的影响。在第一项实验中,含有 HEY 和脱脂奶粉(HS)的日粮与 SE 进行了比较。除实验初期外,两种日粮的生长和存活率无明显差异。在第二次实验中,通过添加 FPH 和酪蛋白(FC)对 HS 进行了改良,并对三种日粮方案(SE、HS 和 FC)的幼虫表现进行了评估。结果发现,喂食 HS 和 FC 的幼虫的表现与喂食 SE 的幼虫相当或更优。据观察,投喂 SE 之外的其他饲料的幼体都能成长为玻璃鳗。然而,在实验 1 中,喂食 HS 的幼体出现了更多的骨骼异常。这项研究结果表明,HEY 和牛奶蛋白的组合适合作为鳗鱼幼体的日粮,并有可能取代 SE。
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引用次数: 0
Horizontal movements and home range of black sea bream Acanthopagrus schlegelii in the natural coast of Hiroshima Bay, Japan 日本广岛湾自然海岸黑鲷的水平运动和籍贯范围
IF 1.9 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2024-01-24 DOI: 10.1007/s12562-024-01748-3
Atsushi Tsuyuki, Tetsuya Umino

Knowledge of fish movement ecology contributes to the improvement of fishery resource management actions. We investigated the horizontal movement of the black sea bream Acanthopagrus schlegelii around the natural coast of Nishinoumishima Island in Hiroshima Bay, using active acoustic tracking. Six adult fish equipped with depth transmitters were tracked for a total of 54 days in the bay. Five tagged fish were fully tracked for 9–10 consecutive days after release. Tagged fish were found in the intertidal zone and adjacent subtidal zones, which were shallower than 12 m, and within 170 m off the coastline. The mean daily movement distance and 95% kernel utilized density of tagged fish were 191 ± 272 m and 60,207 ± 99,437 m2, respectively. The swimming depth of the tagged fish was 1–4 m above the seafloor. We opine that the littoral area (< 12 m in depth), which includes the intertidal zone and adjacent subtidal zone, is an important habitat for black sea bream.

鱼类运动生态学知识有助于改进渔业资源管理行动。我们利用主动声学跟踪技术,研究了黑鲷在广岛湾西之岛自然海岸附近的水平移动情况。在海湾内对六条装有深度发射器的成鱼进行了共计 54 天的跟踪。五条被标记的鱼在放流后连续 9-10 天被完全跟踪。在潮间带和相邻的潮下带发现了被标记的鱼类,潮间带和潮下带的水深小于 12 米,距离海岸线 170 米以内。标签鱼的日平均移动距离和 95% 内核利用密度分别为 191 ± 272 米和 60,207 ± 99,437 平方米。标签鱼的游动深度为距离海底 1-4 米。我们认为,包括潮间带和邻近潮下带在内的沿岸地区(水深 12 米)是黑鲷的重要栖息地。
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引用次数: 0
Euryhaline copepod Pseudodiaptomus inopinus changed the prey preference of red sea bream Pagrus major larvae 头足类桡足目假桡足目改变了红鲷鱼幼体的猎物偏好
IF 1.9 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2024-01-22 DOI: 10.1007/s12562-024-01751-8
Taku Sasaki, Hideaki Matsui, Yusuke Kuwabara, Saichiro Yokoyama, Manabu Ishikawa, Tomonari Kotani

We evaluated the potential of the euryhaline copepod Pseudodiaptomus inopinus as a prey to enhance the feeding activity of red sea bream Pagrus major larvae. Pseudodiaptomus inopinus was used to evaluate free amino acid composition and dietary effects on the rearing performance of fish larvae, in comparison to rotifers (control prey). Among free amino acids, alanine, arginine, and glycine were markedly higher in P. inopinus than in rotifers. Larvae were reared for 20 days post-hatching under three feeding treatments: rotifers (control), rotifers supplemented with copepods, and copepods only. Larvae fed copepods alone had a higher growth rate than those in the other treatments. However, the survival rates of these larvae were lower than those under control or copepod supplementation. While equivalent stocking densities of rotifers were employed in the rearing water for both larvae, whether supplemented with copepods or not, the supplemented treatment yielded diminished larval survival and failed to enhance growth rates. According to gut content analysis, larvae receiving supplemented treatment preferentially fed on copepods, and the number of ingested rotifers was reduced. As a result, total ingested mass was lower in the supplemented larvae. This study suggests that copepods containing free amino acid species negatively affect prey acceptance of fish larvae.

我们评估了真鲷桡足类栉水母(Pseudodiaptomus inopinus)作为猎物提高真鲷幼体摄食活性的潜力。与轮虫(对照猎物)相比,栉水母被用来评估游离氨基酸的组成以及膳食对鱼类幼体饲养性能的影响。在游离氨基酸中,P. inopinus 的丙氨酸、精氨酸和甘氨酸明显高于轮虫。幼虫孵化后饲养 20 天,有三种喂食处理:轮虫(对照组)、轮虫辅以桡足类和仅喂食桡足类。仅喂食桡足类的幼虫的生长率高于其他处理。但是,这些幼虫的存活率低于对照组或补充桡足类的幼虫。虽然两种幼虫的饲养水体中轮虫的放养密度相同,但无论是否添加桡足类,添加桡足类的处理都降低了幼虫的存活率,也未能提高生长率。根据肠道内容物分析,接受补充处理的幼虫优先摄食桡足类,摄食的轮虫数量减少。因此,补充营养的幼虫摄入的总质量较低。这项研究表明,含有游离氨基酸的桡足类会对鱼类幼体接受猎物产生负面影响。
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引用次数: 0
Distribution of tetrodotoxin and its analogs in the toxic flatworm Planocera multitentaculata from Honshu Island, Japan 河豚毒素及其类似物在日本本州岛有毒扁形蠕虫 Planocera multitentaculata 中的分布情况
IF 1.9 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2024-01-20 DOI: 10.1007/s12562-024-01754-5
Rei Suo, Makoto Tanaka, Masaki Asano, Ryota Nakahigashi, Masaatsu Adachi, Toshio Nishikawa, Shouzo Ogiso, Hajime Matsubara, Nobuo Suzuki, Shiro Itoi

Tetrodotoxin (TTX), one of the most potent naturally occurring neurotoxins, has been detected in both marine and terrestrial organisms. The marine polyclad flatworm Planocera multitentaculata is known to contain high levels of TTX throughout its life cycle, including in the egg and larval stages. We recently reported that P. multitentaculata from the coastal area of Hayama, Kanagawa, Japan, possesses TTX analogs including 5,6,11-trideoxyTTX, monodeoxyTTXs, dideoxyTTXs, and 11-norTTX-6(S)-ol. It is not known whether all P. multitentaculata occurring in the Japanese archipelago possess major TTX analogs, or whether regional variations in TTX profile exist. In this study, we used high-resolution liquid chromatography–mass spectrometry to investigate the content profile of TTX and its analogs in P. multitentaculata collected from several regions of the Japanese coast. We detected TTX and its major analogs 5,6,11-trideoxyTTX, dideoxyTTXs, monodeoxyTTXs, and 11-norTTX-6(S)-ol in all specimens regardless of the sampling site. In addition, their relative proportions showed a similar pattern. These results suggest that the flatworm may have mechanisms involved in maintaining the proportions of TTX and its analogs in the body. How the toxic flatworms acquire the highly concentrated toxins and maintain the proportions of TTXs is therefore of great interest and further investigation.

河豚毒素(TTX)是最强效的天然神经毒素之一,在海洋和陆地生物体内均有发现。众所周知,海洋多角扁形虫 Planocera multitentaculata 在其整个生命周期(包括卵和幼虫阶段)中都含有大量 TTX。我们最近报告说,日本神奈川县叶山沿海地区的多角扁形虫体内含有 TTX 类似物,包括 5,6,11-三脱氧TTX、单脱氧TTXs、双脱氧TTXs 和 11-去甲-6(S)-TTX-醇。目前还不清楚日本列岛上的所有多刺鲃是否都具有主要的 TTX 类似物,也不清楚 TTX 的分布是否存在地区差异。在这项研究中,我们使用高分辨率液相色谱-质谱法研究了从日本沿海几个地区采集的多刺鲃体内 TTX 及其类似物的含量情况。我们在所有标本中都检测到了 TTX 及其主要类似物 5,6,11-三脱氧TTX、双脱氧TTXs、单脱氧TTXs 和 11-去甲-TTX-6(S)-醇,而与采样地点无关。此外,它们的相对比例也呈现出相似的模式。这些结果表明,扁形虫可能具有维持体内 TTX 及其类似物比例的机制。因此,有毒扁形虫如何获得高浓度毒素并保持 TTXs 的比例是非常值得关注和进一步研究的问题。
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引用次数: 0
Extraction, microstructural, and FTIR characterization of elastin from skin and swim bladder of Caspian white fish Rutilus kutum 里海白鱼 Rutilus kutum 皮肤和鳔中弹性蛋白的提取、微观结构和傅立叶变换红外光谱特性分析
IF 1.9 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2024-01-08 DOI: 10.1007/s12562-023-01733-2
Rezvan Mousavi-Nadushan, Naghmeh Roohi-Shalmaee, Milad Mahmoodi-Kelarijani

The Caspian white fish or Caspian kutum Rutilus kutum is only found on the Iranian coastline of the Caspian Sea. This study investigated the extraction process of soluble/insoluble elastin from skin/swim bladder of Rutilus kutum on the basis of organic acid hydrolysis and hot alkali methods. Fourier-transform infrared (FTIR) spectroscopy analysis exhibited typical peaks at low frequency for amide I centered at ∼ 1633 cm−1 and amide II at ∼ 1538 cm−1. The comparative spectra indicated similar α-helix and β-sheet content of soluble/insoluble elastin in skin and swim bladder. The high content of amide I/II and increased polarity of soluble elastin can improve their reactivity in food matrices/textures or biopolymer design, whereas insoluble elastin powder, containing less amide I/II content and weaker dipoles, may be an alternative source for cell culture and tissue engineering. The purity of the soluble elastin from skin/swim bladder was confirmed through SDS-polyacrylamide gel electrophoresis (SDS-PAGE) analysis with an apparent molecular weight of 40 kDa, and hydrolyzed insoluble elastin generated an individual protein band at the same molecular mass containing some diffused ground proteins in the 35–45 kDa range and no contamination with collagen. Scanning electron microscopy (SEM) images of elastin presented fibrillar bundles with different diameters and peripheral beta sheets, with such constructions being appropriate features for the design of diverse biomimetic scaffolds.

里海白鱼或里海库特鱼 Rutilus kutum 只产于伊朗里海沿岸。本研究以有机酸水解法和热碱法为基础,研究了从里海白鱼皮肤/鳔中提取可溶性/不可溶性弹性蛋白的过程。傅立叶变换红外光谱(FTIR)分析表明,酰胺 I 和酰胺 II 的典型低频峰分别位于 ∼ 1633 cm-1 和 ∼ 1538 cm-1。对比光谱显示,皮肤和鳔中可溶性/不可溶性弹性蛋白的α-螺旋和β-片含量相似。可溶性弹性蛋白的酰胺 I/II 含量高且极性增强,可提高其在食品基质/质地或生物聚合物设计中的反应性,而不溶性弹性蛋白粉的酰胺 I/II 含量较低且偶极子较弱,可作为细胞培养和组织工程的替代来源。通过 SDS 聚丙烯酰胺凝胶电泳(SDS-PAGE)分析,确认了来自皮肤/膀胱的可溶性弹性蛋白的纯度,其表观分子量为 40 kDa。弹性蛋白的扫描电子显微镜(SEM)图像显示了具有不同直径和外围β片的纤维束,这种结构是设计各种生物仿生支架的适当特征。
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引用次数: 0
Machine-learning and thresholding algorithms to automatically predict fishing effort of small-scale trawl fishery 自动预测小型拖网渔业捕捞强度的机器学习和阈值算法
IF 1.9 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2024-01-05 DOI: 10.1007/s12562-023-01734-1

Abstract

To assess fishery resources, it is necessary to easily obtain information on catch per unit effort, which is a resource indicator. In this study, two algorithms were developed for predicting the fishing effort (number of fishing operations, daily operating distance, and daily operating time) of a small-scale trawl fishery. These algorithms predict fishing efforts after preprocessing (including deleting outliers from the raw data), followed by classification of the operating conditions and threshold processing based on the operation period. One algorithm uses a machine-learning model for the classification process, and the other uses thresholding. The mean prediction error of the machine-learning algorithm on three datasets ranged from 1% to 11%, 2% to 8%, and 1% to 5% in terms of the number of operations, operating time, and operating distance, whereas that of the thresholding algorithm ranged from 3% to 52%, 2% to 5%, and 2% to 7%, respectively. A sensitivity analysis of the amount of training data indicated that prediction was possible using 5 days of training data. The developed algorithms are potentially useful for fish stock assessment.

摘要 要评估渔业资源,就必须方便地获取作为资源指标的单位努力量渔获量信息。本研究开发了两种算法,用于预测小型拖网渔业的捕捞努力量(捕捞作业次数、日作业距离和日作业时间)。这些算法在预处理(包括删除原始数据中的异常值)后预测捕捞强度,然后根据作业期对作业条件和阈值进行分类处理。一种算法在分类过程中使用机器学习模型,另一种算法使用阈值处理。就操作次数、操作时间和操作距离而言,机器学习算法在三个数据集上的平均预测误差分别为 1%至 11%、2%至 8%和 1%至 5%,而阈值算法的平均预测误差分别为 3%至 52%、2%至 5%和 2%至 7%。对训练数据量的敏感性分析表明,使用 5 天的训练数据就可以进行预测。所开发的算法可用于鱼类种群评估。
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引用次数: 0
A paradigm shift: using catch and abundance indices to assess the impact of tuna purse seiner FAD and FSC fishing on the stock status of little tunny in the Northeast Atlantic Ocean 模式转变:利用渔获量和丰度指数评估金枪鱼围网FAD和FSC捕捞对东北大西洋小金枪鱼种群状况的影响
IF 1.9 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2023-12-30 DOI: 10.1007/s12562-023-01745-y
Komba Jossie Konoyima, Richard Kindong, Jiangfeng Zhu

The Atlantic Ocean’s little tunny is a priority for research by the International Commission for the Conservation of Atlantic Tunas (ICCAT). Limited studies exist on Northeast Atlantic Ocean stock dynamics, and conventional catch and abundance assessments are lacking. This study assesses the impacts of tuna purse seiner fish aggregating device (FAD) and free-swimming school (FSC) fishing and proposes models for assessment using ICCAT data aggregated into different time blocks. Applying JABBA (Just Another Bayesian Biomass Assessment) and CMSY++, model diagnostics indicate that the 2011–2021 time series arrangement offers more reliable stock status estimates. Both models show overfished status (biomass/biomass max sustainable yield [B/BMSY] < 0.5) from overfishing (fishing mortality/fishing mortality max sustainable yield [F/FMSY] > 1.5) by the FAD and FSC techniques. FAD catches have leveled with the stock's average surplus production (ASP), while FSC catches are closer to ASP. JABBA projections suggest BMSY for the stock in 2023–2024, with FSC and FAD catch limits of 3000–4000 tonnes. By implication, the stock may collapse from tuna purse seiner's FAD and FSC fishing unless catch limits are implemented. JABBA is most effective for little tunny with shorter catch and catch per unit effort (CPUE) data, while CMSY++ indicates overfished stock status with and without abundance indices. Both applied models are suitable for little tunny stock status prediction, but considering the abundance indices used in this study, management advice should be applied cautiously.

大西洋小金枪鱼是国际大西洋金枪鱼养护委员会(ICCAT)的重点研究对象。对大西洋东北部种群动态的研究有限,也缺乏常规的渔获量和丰度评估。本研究评估了金枪鱼围网集鱼装置(FAD)和自由游泳学校(FSC)捕捞的影响,并提出了利用 ICCAT 数据按不同时间块汇总的评估模型。应用 JABBA(Just Another Bayesian Biomass Assessment)和 CMSY++,模型诊断显示 2011-2021 年时间序列安排提供了更可靠的种群状况估计。两个模型都显示出过度捕捞状态(生物量/生物量最大持续产量[B/BMSY] <0.5),而过度捕捞状态(捕捞死亡率/捕捞死亡率最大持续产量[F/FMSY] >1.5)是由 FAD 和 FSC 技术造成的。FAD 渔获量与种群平均剩余产量(ASP)持平,而 FSC 渔获量更接近 ASP。根据 JABBA 预测,2023-2024 年为该种群的 BMSY 年,FSC 和 FAD 捕捞限量为 3000-4000 吨。这意味着,除非实施渔获量限制,否则金枪鱼围网渔船的 FAD 和 FSC 捕捞可能会导致种群崩溃。JABBA 对渔获量和单位渔获量(CPUE)数据较短的小金枪鱼最有效,而 CMSY++ 则在有丰度指数或无丰度指数的情况下显示种群的过度捕捞状态。这两种应用模型都适用于小金枪鱼种群状态预测,但考虑到本研究中使用的丰度指数,应谨慎应用管理建议。
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引用次数: 0
Role of cell proliferation in strobilation of moon jellyfish Aurelia coerulea 细胞增殖在月水母蝶变中的作用
IF 1.9 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2023-12-28 DOI: 10.1007/s12562-023-01744-z
Karin Fujii, Hiroki Koyama, Hisato Kuniyoshi

The life cycle of the moon jellyfish Aurelia coerulea consists of sessile polyp and free-swimming jellyfish stages. Strobilation is a polyp-to-jellyfish transition comprising sequential segment formation (segmentation), subsequent morphogenesis into ephyrae (young jellyfish), and detachment of the ephyrae. Cell proliferation is involved in metamorphosis in various animals. In the present study, we examined the relationship between cell proliferation and strobilation in A. coerulea. To visualize cell proliferation at various stages of strobilation, 5-bromo-2′-deoxyuridine labeling experiments were conducted, in which cell proliferation was distributed in the segments and prospective regions of the next segment during segmentation. Cell proliferation in segments continues during ephyra morphogenesis. Hydroxyurea, a cell-cycle inhibitor, was administered to investigate cell proliferation in animals at different stages of strobilation. In this study, hydroxyurea interrupted the initiation of strobilation, segmentation, and ephyra morphogenesis, but not ephyra detachment. This suggests that cell proliferation plays a crucial role in generating a new segment and constructing the ephyra body.

月水母 Aurelia coerulea 的生命周期包括无梗多角体和自由游动水母两个阶段。变节是由息肉到水母的过渡阶段,包括依次形成节片(分节)、随后形态发生为幼体(幼水母)以及幼体脱离。细胞增殖参与了各种动物的变态过程。在本研究中,我们考察了库氏水母细胞增殖与蝶变之间的关系。为了观察茎叶不同阶段的细胞增殖情况,我们进行了 5-溴-2′-脱氧尿苷标记实验,细胞增殖分布在茎叶分裂过程中的节段和下一个节段的前瞻性区域。在斑马形态发生过程中,节段中的细胞增殖仍在继续。羟基脲是一种细胞周期抑制剂,用于研究处于不同发育阶段的动物的细胞增殖情况。在这项研究中,羟基脲中断了strobilation的启动、分节和斑块的形态发生,但没有中断斑块的脱落。这表明,细胞增殖在生成新节段和构建斑身的过程中起着至关重要的作用。
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引用次数: 0
Body size estimation method for seasonally growing farmed yellowtail Seriola quinqueradiata in an aquaculture net cage using a stereo camera 使用立体相机估算水产养殖网箱中季节性生长的养殖鰤鱼的体型大小的方法
IF 1.9 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2023-12-28 DOI: 10.1007/s12562-023-01736-z
Kazusyoshi Komeyama, Atsushi Ikegami, Kichinosuke Fukuda, Azusa Ishida, Yuto Sasaki, Hitoshi Maeno, Shigeru Asaumi, Takashi Uchida, Yusei Katahira, Akio Seki, Tetsuo Oka, Yasuhiko Shiina, Yuki Takahashi

To determine the optimal method for monitoring the size distribution of cultivated yellowtail growth, we employed three different approaches: capture measurement, manual measurement using stereo cameras, and automatic measurement through stereo camera-based image recognition technology. Conventional capture measurements showed inadequate prediction interval owing to limited sample size, preventing accurate assessment of growth. Both manual and automatic camera measurements successfully conformed to a growth model exhibiting periodicity. The expected values derived from each model closely matched with the mean of landings conducted at the end of the study. However, the 95% prediction interval for manual measurement with cameras was comparable to that for the landing measurement, whereas the prediction interval for the automatic measurement with cameras was overestimated. Additionally, the growth rate of farmed yellowtail demonstrated seasonal fluctuations. Notably, the mean obtained from a single automatic measurement with cameras, prior to landing, significantly deviated from the overall mean of all measurements. This suggests a potential risk associated with relying on accidental outliers in a single measurement. Therefore, it is crucial to employ a growth model unaffected by outliers in continuous measurements to ensure reliable predictions.

为了确定监测养殖大黄鱼生长大小分布的最佳方法,我们采用了三种不同的方法:捕获测量、使用立体相机进行人工测量以及通过基于立体相机的图像识别技术进行自动测量。由于样本量有限,传统的捕获测量显示出不充分的预测区间,无法准确评估生长情况。人工测量和相机自动测量都成功地符合一个具有周期性的生长模型。每个模型得出的预期值都与研究结束时的上岸平均值非常吻合。不过,用照相机进行人工测量的 95% 预测区间与上岸测量的预测区间相当,而用照相机进行自动测量的预测区间则被高估了。此外,养殖大黄鱼的生长率也有季节性波动。值得注意的是,上岸前用照相机进行的单次自动测量得出的平均值与所有测量结果的总平均值有明显偏差。这表明,依赖单次测量中的意外异常值存在潜在风险。因此,在连续测量中采用不受异常值影响的生长模型以确保可靠的预测至关重要。
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引用次数: 0
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Fisheries Science
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