构建VED-SegNet分割模型提取鱼类表型比例

为提高鱼类表型分割精度和准确度,实现鱼类表型智能监测,该研究基于深度学习算法构建了VED-SegNet模型用于鱼类表型分割和测量。该模型将cross stage partial network和GSConv结合作为编码器（VoV-GSCSP）,保持足够精度的同时降低网络结构复杂性。另一方面,该模型采用EMA(efficient multi-scale attention module with cross-spatial learning)建立强化结构,加强编码器和解码器之间的信息传递,提高模型精度,并实现了8个表型类别的输出。采用自建的鱼类表型分割数据集对VED-SegNet模型进行了测试,测量结果中鱼类各表型比例与实际测量值相接近,表型最大平均绝对和平均相对误差为0.39%、11.28%,能实现无接触式提取水产养殖中鱼类表型比例。对比其他常见语义分割模型,平均交并比mean intersection over union,mIoU和平均像素准确率mean pixel accuracy,m PA最高,分别到达了87.92%、92.83%。VED-SegNet模型在环境复杂、多鱼重叠的...     

海上风机与养殖网箱融合系统中网箱系泊绳张力与导管架基础结构安全性研究

海洋牧场与海上风电融合发展是现代渔业和清洁能源产业融合发展的典型代表,能够构建“海上粮仓+清洁能源”的新产业模式。本文基于福建漳浦六鳌海上风电场风机导管架构建养殖网箱与海上风机融合系统,运用Aqua-FE?有限元工具探究极端波流条件下不同网箱布设深度、波流入射角、生物附着程度对网箱系泊绳张力的影响;采用海洋工程专用设计软件SACS,计算分析风机导管架结构在波流及网箱系泊绳张力作用下的应力分布,评估养殖网箱系泊绳张力对风机导管架基础结构安全性的影响。结果表明,网箱布设深度的增加能够减少网箱系泊绳最大张力,显著改善网箱风机整体结构受力状态;波流入射角的改变对于网箱风机整体结构安全性影响不大;网衣生物附着程度的增加会显著增加网箱系泊绳最大张力,从而造成风机导管架基础杆件大量失效。综上所述,养殖网箱可布设于适当水深以减少受力,同时应及时清理附着生物,适当增加网箱系泊点附近的导管架杆件和导管架底部桩土点杆件的壁厚,以确保养殖网箱与海上风机融合系统结构安全。该结果可为深入研究网箱与风机融合系统的受力,评估该系统的安全性,优化设计养殖网箱与风机融合系统提供数据支撑。     

黄颡鱼毒棘结构研究

黄颡鱼（Pelteobagrus fulvidraco）是较为典型的淡水刺毒鱼类,本研究结合宏观毒棘骨骼标本制作和微观组织切片等方法,深入探究黄颡鱼的毒棘结构。研究结果表明,黄颡鱼的胸鳍和背鳍均具有尖锐的倒刺棘骨,棘骨外包围着皮膜,皮膜拥有能分泌毒液的毒腺细胞,它们共同组成了黄颡鱼毒棘装置。毒棘骨骼宏观结构表明,黄颡鱼的背鳍和胸鳍毒棘均具有贯穿全棘骨的中央管和包围棘骨的皮膜;背鳍棘骨细长、锥形,且轻微拱起,顶部骤尖,后缘为弱锯齿;胸鳍棘骨前后缘均有锯齿,但后缘为强锯齿。背鳍和胸鳍毒棘基部结构的髁突形状、大小、位置全然不同。微观结构显示,皮膜中的毒腺细胞聚集成层,位于鳞状上皮与色素层之间,未见导管与之相连,背鳍和胸鳍毒棘的分支性骨管中均未发现毒腺细胞。胸鳍和背鳍锁紧装置可让毒棘保持倒伏或者直立的锁定状态,降低猎物挣脱几率。本研究可深入了解黄颡鱼的毒棘结构和特征,增强人们对刺毒鱼类的认知,同时为淡水刺毒鱼类深入研究奠定基础。     

Fish protein substrates can substitute effectively for poultry by-product meal when incorporated in high-quality senior dog diets

An experiment was conducted to analytically define several novel fish substrates and determine the effects of feeding diets containing these substrates on total tract nutrient digestibilities and on immune status of senior dogs. The control diet contained poultry by-product meal while test diets contained 20% milt meal (MM), pink salmon hydrolysate (PSH) and white fish meal (WFM) added at the expense of poultry by-product meal. Concentrations of lymphocytes positive for CD3, CD4, CD8 and CD21 cell-surface markers and immunoglobulin concentrations were measured. Gene expression of cytokines tumour necrosis factor (TNF)-, interleukin (IL)-6, interferon (IFN)-, IL-10 and transforming growth factor (TGF)-β was determined by quantitative real-time polymerase chain reaction. Major compositional differences were noted among fish substrates but apparent nutrient digestibility coefficients and immune indices were not affected by treatment. Fish protein substrates were found to be effective substitutes for poultry by-product meal, providing diets of high nutritive value for senior dogs.     

氧化应激对断奶仔猪肌体氧化还原状态的影响

本试验旨在研究氧化应激对断奶仔猪机体氧化还原状态的影响。选用24头28日龄断奶仔猪,随机分为3个处理组,每组8个重复,每个重复1头猪,采用单因子试验设计。基础日粮为玉米-豆粕型,以饲喂基础日粮为对照组,饲喂氧化鱼油和腹腔介入12mg/kg体重敌草快(Diquat)为应激组,试验期26d。结果表明:(1)与对照组相比,氧化鱼油和Diquat都造成了脾脏损伤,使脾脏和胸腺指数降低(P<0.05);(2)饲喂氧化鱼油显著增加了脾脏MDA(丙二醛)含量(P<0.05),降低血浆抑制羟基自由基的能力(P<0.05),极显著降低脾脏GST(谷光苷肽-S转移酶)的活力(P<0.01),降低血浆中SOD(超氧化物岐化酶)、GSH-PX(谷胱苷肽过氧化物酶)的活性(P<0.01)和抑制羟基自由基的能力(P<0.05);(3)Diquat极显著增加脾脏MDA的含量(P<0.01),降低脾脏GST的含量(P<0.01),降低血浆中SOD、GSH-PX的活性和抑制羟基自由基的能力(P<0.01),提高MDA的含量(P<0.01)。氧化鱼油和Diquat可诱导断奶仔猪产生氧化应激,并导致了脾脏和胸腺的氧化损伤。     

喷雾干燥鱼浆蛋白粉营养成分分析

本试验对鱼粉加工废水鱼浆蛋白粉(经浓缩、水解、喷雾干燥得到的副产品)进行营养成分分析,其中粗蛋白质含量达64.08%,钙2.67%、磷1.12%,钙磷比例合理;各氨基酸含量分别为:赖氨酸3.29%,蛋氨酸0.94%,谷氨酸5.17%,牛磺酸2.50%。     

气相色谱法测定咸鱼中的敌百虫和敌敌畏

建立了咸鱼中敌百虫、敌敌畏农药残留的气相色谱分析方法。样品采用乙腈-水(1 1)溶液提取,加乙酸锌净化,用乙酸乙酯进行液液分配,最后采用DB-1701P或DB-5毛细管柱分离,使用气相色谱-火焰光度检测器分析。在4个添加水平的敌百虫、敌敌畏平均回收率(n=6)分别为91%~95%、90%~94.5%,相对标准偏差分别为3.82%~5.80%和3.57%~4.62%;方法的检出限为:敌百虫0.005 mg/kg,敌敌畏0.005 mg/kg。该方法可用于市场上咸鱼样品中敌百虫、敌敌畏的测定。     

Fish functional diversity responses following flood pulses in the upper Paraná River floodplain

Flood pulses are the main force driving the dynamics of aquatic communities in floodplains. The responses of communities to environmental changes following flood pulses usually demand a time lag to appear and reach the climax. We assembled a data set of 16 years of fish samplings to assess the relationship between water level and four functional diversity measures, in the upper Paraná River floodplain. Specifically, we approached four aspects of each relationship between water level and functional diversity: nature (positive or negative), sensitivity (response intensity), responsiveness (response delay) and extent (response duration). The nature of the relationship between water level and functional diversity was positive in all cases. Functional richness (FRic) responded right after flood pulses, although with shorter extent. Abundance‐dependent functional measures (evenness—FEve; divergence—FDiv; and Rao's quadratic entropy—Rao's Q) presented delayed responses, reaching peaks more than 1.5 years after flood pulses. Significant effects of floods on fish functional diversity were observed for more than 3 years, although the highest functional diversity was observed with 1.8 years, on average. More importantly, flood pulses had no longer significant effects on functional diversity after 4 years. Regarding conservation strategies in regulated systems, flood events should occur every 2 or 3 years, with adequate timing (October‐November), intensity (up to 450 cm) and duration (at least 50 uninterrupted days). Intervals longer than 3 years or inadequate timing, intensity and duration could dramatically decrease functional diversity and compromise ecosystem services.     

Assessing appetite of the swimming fish based on spontaneous collective behaviors in a recirculating aquaculture system

In order to realize the real-time appetite-based feeding in aquaculture, a novel and practical method, based on the quantification of the spontaneous collective behaviors, was proposed in this study to assess the real-time appetite of the swimming fish in a recirculating aquaculture system. First, foreground feature points of fish school were extracted using an improved complex network. Then, covariance, a modified social force model and a kinetic energy model were used to analyze the collective behaviors of the school from perspectives of dispersion degree, interaction force and the changing magnitude of the water flow field, respectively. Finally, the quantified behavioral characteristics were integrated and used to assess the appetite of fish school. The presented method shows its good performance in the expression of the collective behaviors representing five typical appetites (0.01, 0.52, 1.28, 2.26 and 2.92), and the assessing accuracy of the appetite of the school is also maintained at a low non-match rate ((2.19 ± 0.81)% best) in the context of ten different sampling durations.