河北省中国荷斯坦牛产奶和体型性状遗传参数分析

旨在探究河北省中国荷斯坦牛产奶和体型性状的遗传参数,为育种提供参考.本研究收集了2012-2018年河北省133个牛场8 891头中国荷斯坦母牛第一胎次的3个产奶性状记录(产奶量、乳脂率和乳蛋白率)和26个体型性状记录,利用DMU软件,以场年季、产犊月龄、鉴定年季和鉴定员效应为固定效应,以个体的加性遗传效应为随机效应,...     

含枯草芽孢杆菌肥料对大豆叶片光合作用及土壤酶活性的影响

为了减少大豆生产过程中化肥的施用量及对黑土地的保护,开展大豆田间试验,分别施用大豆专用复合肥(CK)、枯草芽孢杆菌+氨基酸型有机肥(T1)、枯草芽孢杆菌+黄腐酸钾肥(T2)、枯草芽孢杆菌+海藻精粉颗粒肥(T3)、枯草芽孢杆菌秸秆腐熟有机肥(T4)、枯草芽孢杆菌鸡粪腐熟有机肥(T5),综合评价各种肥料对大豆光合作用和土壤...     

基于改进MobileNet-V2的田间农作物叶片病害识别

农作物病害是造成粮食产量下降的重要因素,利用智能化手段准确地识别农作物病害有利于病害的及时防治,该研究基于改进的MobileNet-V2识别复杂背景下的农作物病害,对未来覆盖各种作物的智能化病害识别工作具有重要意义。首先创建含有11类病害叶片及4类健康叶片的农作物数据集,采用数据增强操作构造不同的识别场景。其次在原始模型MobileNet-V2的基础上,嵌入轻量型的坐标注意力机制,建立通道注意力与位置信息的依赖关系。然后对网络中不同尺寸的特征图采取上采样融合操作,构建兼具网络高、低层信息的新特征图。此外,采用分组卷积并删除模型中不必要的分类层,减少模型参数量。试验结果表明：改进模型的参数量为2.30 MB,改进模型的识别准确率在背景复杂的农作物叶片病害数据集中达到了92.20%,较改进前提高了2.91个百分点。相比EfficientNet-b0、ResNet-50、ShuffleNet-V2等经典卷积神经网络架构,改进模型不仅达到了更高的识别准确率,还具有更平稳的收敛过程以及更少的参数。该研究改进的模型较好地平衡了模型的复杂度和识别准确率,为深度学习模型移植至田间移动病害检测设备提供了思路。     

基于堆叠沙漏网络的单分蘖水稻植株骨架提取

针对水稻栽培和遗传育种研究中单分蘖性状高通量无损提取的实际需求,该研究提出了一种基于沙漏网络模型的单分蘖水稻关键点预测和骨架提取方法。首先,对原始图像进行批量裁剪、gamma校正和锐化卷积等预处理,获取单色背景下的水稻单分蘖图像数据集;设计水稻单分蘖各器官关键点数据标注策略,构建监督数据集。然后,构建堆叠沙漏网络架构实现叶片数固定和不固定的水稻关键点检测,引入沙漏结构整合图像的多尺度特征,结合中间监督机制整合不同沙漏模块信息。叶片数一致的情况,模型预测准确率最高可达96.48%;叶片数不一致的情况,预测准确率达到82.09%。最后,根据预测关键点及其对应的语义信息连接形成植株骨架,选取茎秆长、叶片长、穗长、叶片-茎秆夹角和茎节点位置5个表型参数对生成骨架模型的实际意义进行评估,其均方根误差依次为5.82 cm、3.09 cm、1.71 cm、3.22°和2.04 cm,证明了该方法能较好地识别水稻单分蘖关键点,为水稻骨架提取提供了一种新思路,有助于加快水稻育种速度。     

高温应激下无乳链球菌感染对尼罗罗非鱼血清生化指标和组织病理的影响

为探究高水温对尼罗罗非鱼无乳链球菌病暴发的影响,以体质量为(62.0±3.33)g的尼罗罗非鱼为研究对象,设置生长最适宜组(29°C)和高温应激组(33°C)2个处理水平,暂养7 d后分别进行人工感染实验统计累计死亡率,并于攻毒后0、12、24、48、96和120 h采集血液和组织样本,开展高温应激下无乳链球菌感染对尼罗罗非鱼血清生化指标和组织病理影响的研究。结果显示,水温33°C高温应激组尼罗罗非鱼累计死亡率显著高于29°C组;谷丙转氨酶(ALT)活性在感染96 h之后33°C组的值显著高于29°C组;谷草转氨酶(AST)活性在感染48 h之后33°C组的值显著高于29°C组;钾(K+)和钠(Na+)含量感染120 h时29°C组的值和攻毒前都没有显著性差异,而33°C组分别显著高于和低于攻毒前;肌酐(CREA)含量在感染12 h以后33°C组的值都显著高于29°C组;白蛋白/球蛋白(A/G)的值在120 h时33°C组的值显著低于29°C组;血清碱性磷酸酶(AKP)活性29°C组随时间延长而升高,33°C组则先升高后降低,但33°C组的达峰时间更短;超氧化物歧化酶(SOD)活性的变化趋势都是先升高后降低再升高;组织病理学观察显示高温应激使肝细胞排列紊乱,索状结构不清,脾脏和肾脏轻微充血;感染12 h后脾脏均严重充血,感染24 h后脾脏结构均被破坏,呈淀粉样变性,坏死;感染48 h后肾小球均发生萎缩,肾小管上皮细胞变性、坏死;33°C组鱼的肝脏感染96 h后严重脂肪变性和细胞内玻璃样变性,而29°C组鱼的肝脏在感染120 h后才发生相似的病理变化。研究表明高温应激抑制了鱼体免疫系统,降低了尼罗罗非鱼对无乳链球菌的抵抗力,脾脏对无乳链球菌感染响应最快,高温应激使病原菌感染对肝脏损伤更为迅速,感染后期受损更严重。     

Genetic parameters for spawning and growth traits in the Pacific white shrimp (Penaeus (Litopenaeus) vannamei)

The aim of this study was to estimate genetic parameters for spawning traits and growth traits in a breeding line of Pacific white shrimp, Penaeus (Litopenaeus) vannamei, selected for growth and survival. Traits studied were number of eggs (NE) and number of nauplii (NN) and female body weight at insemination (FWI) and body weight at 130 days of age (BW130). Genetic parameters were estimated using a multivariate animal model. Heritability for NE and NN were estimated as 0.13 ± 0.04 and 0.03 ± 0.04 respectively. The contribution to NN total variation due to ‘factors associated with male’ effect was estimated as 0.47 ± 0.07. In the cases of FWI and BW130, heritability was estimated as 0.44 ± 0.08 and 0.19 ± 0.03 respectively. Genetic correlation between FWI and NE was estimated as 0.49 ± 0.15, between FWI and NN as 0.54 ± 0.39 and between NE and NN as 0.27 ± 0.41, whereas the genetic correlations of FWI, NE and NN with BW130 were 0.30 ± 0.13, ?0.21 ± 0.19 and ?0.25 ± 0.38 respectively. Although it is important to perform more studies on this issue, our results found no evidence of a genetic antagonistic effect between female reproductive traits and body weight at harvesting (130 days of age) in P. vannamei.     

调整作业参数对小网目南极磷虾拖网水动力性能的影响

小网目南极磷虾拖网有规格小、操作方便、起放网省时的特点。针对规格为185.4 m×97.5 m(41.8 m)的小网目南极磷虾拖网的水平扩张、浮力、重锤重量、沉力、空纲长度5个作业参数,分别进行3~6次调整试验,测试阻力和网口高度,并比较能耗系数。结果表明:在下纲端部间距分别为16.65、18.75、20.85m 3种水平扩张下,扩大水平扩张可引起网口高度下降,但阻力上升的幅度不大,能耗系数变化不明显;随着浮力的增加,网具阻力、网口高度均呈上升趋势,低拖速下增加浮力对网口高度的提升效果更明显,浮力增加可使网具的能耗系数下降,但在浮力达到19.6 k N后,再增加浮力能耗系数反而有所升高;增加重锤重量和在下中纲处增加沉力对网具阻力的影响效果相近,均呈上升趋势,增加重锤重量对网口高度的提升表现在低拖速时,随着拖速的上升网口高度的提升作用下降;增加沉力可提升网口高度,但在沉力达到14.36 k N后,再增加沉力对网口高度的提升效果不明显,能耗系数反而上升;空纲长度从66 m增加到84 m可明显提高网口高度,而网具阻力上升不明显,能耗系数呈下降趋势。     

Nitrification kinetics of biofilm as affected by water quality factors

Various types of fixed film biofilters have been used in recirculating aquaculture systems under different water quality and operating conditions. The effectiveness of the nitrification process can be evaluated by nitrification kinetics. Nitrification in the bacterial film of the biofilter involves physical, chemical and biological processes that are governed by a variety of parameters such as substrate and dissolved oxygen concentrations, organic matters, temperature, pH, alkalinity, salinity and turbulence level. The impacts of these parameters upon nitrification kinetics make predicting the performance of a biofilter for a given application an engineering challenge. Knowing the performance of a biofilter is critical for both designers and managers. This paper summarizes the current knowledge on nitrification kinetics as affected by the aforementioned factors based on literature and the results from the authors’ laboratories. These factors were ranked according to their significance of impact on biofilter nitrification performance. The information presented can be used as a reference for the design and operation of biofilters in recirculating aquaculture systems.     

Effects of beneficial bacteria on biomass,photosynthetic parameters and cell composition of the microalga Muriellopsis sp. adapted to grow in seawater

The present study evaluated the effects of five bacterial isolates from the microalga Muriellopsis sp. on the microalgal biomass concentration (g/L), specific growth rate (K), photosynthetic quantum yield (QY), non‐photochemical quenching (NPQ), maximum relative electron transport rates (rETR max) and levels of nutritional components such as carbohydrates, lipids, proteins and carotenoids in Muriellopsis sp. cultivated in seawater under indoor and outdoor conditions. The bacterial strains were Microbacterium sp. Dom 1; Pseudomonas sp. Dom2; Microbacterium sp. Dom 3; Rhizobium sp. Dom 4; and Dietzia sp. Dom 5, as well as the Pseudoalteromonas sp. (SLP1), a bacterium known to promote the growth of microalgae. At the laboratory level, inoculation of the strains SLP1, Dom 1, Dom 3 and Dom 5 resulted in higher specific growth rates and biomass of the microalga. Subsequently, the best results were obtained with a combination of the selected bacterial strains (Dom1, Dom 3, Dom5 and SLP1) under outdoor culture conditions improved the biomass, proteins, carbohydrates and total carotenoids in 22.12%, 48.28%, 19,25% and 48.27%, respectively, compared to cultures without the incorporation of the selected bacteria (control), while no effects were observed on the photosynthetic parameters. Thus, it was demonstrated that positive associations of the selected bacterial strains played an important role in the production of Muriellopsis sp. acclimatized to grow in seawater. This is of crucial importance, especially in desert areas, where solar radiation is high and freshwater is a limited resource.     

Sodium alginate supplementation modulates gut microbiota,health parameters,growth performance and growth‐related gene expression in Malaysian Mahseer Tor tambroides

This study investigated the effects of sodium alginate supplementation on gut microbiota composition, health parameters, growth performances and growth‐related gene expression of Malaysian mahseer. Five test diets were formulated by supplementing 0%, 0.1%, 0.2%, 0.4% and 0.8% sodium alginate. Triplicate groups of juvenile Tor tambroides (2.19 ± 0.05 g) were stocked in 15 aquaria (20 individuals per aquarium) and fed at 3.0% body weight per day for 60 days. PCoA and UPGMA analysis showed that gut bacterial community were more convergence in higher sodium alginate‐supplemented diets. The percentage of Porphyromonadaceae, Bacteroides, Plesiomonas and Shewanella were substantially higher and Aeromonas, Entomoplasmatales and Prevotellaceae were drastically lower in higher sodium alginate (0.2%–0.8%) diets. Sodium alginate supplementation (≥0.2%) significantly improved the haematocrit value and respiratory burst activity of T. tambroides. Growth performances and feed utilization were significantly higher in 0.2%–0.4% sodium alginate‐supplemented diets. The increased growth rate of T. tambroides was governed by both hyperplastic and hypertrophic muscle growth. Real‐time PCR data demonstrated that most of the growth‐related genes were significantly upregulated in 0.2%–0.4% sodium alginate‐supplemented diet. Finally, it can be concluded that sodium alginate should be supplemented at 2 g/kg in practical fish feed formulation.