农田残膜机械回收膜土分离模型的建立与仿真试验

为明确农田残膜机械回收过程中膜土分离机理，基于土壤接触理论及土壤黏附力学，建立残膜与土壤颗粒的接触模型和残膜与土壤颗粒间黏结合力变化的数学模型。利用EDEM软件，进行0.01、0.02、0.03 mm厚度残膜与黏附土壤剥离剪切仿真试验。拟合结果表明，0.01、0.02、0.03 mm残膜厚度下，膜土分离剪切力与剥离剪切位移均呈三次方关系，决定系数分别为0.805 9、0.872 2、0.878 4；对台架验证试验结果进行拟合，决定系数分别0.793 2、0.854 8、0.869 0，相对误差最大值为13.77%。     

基于原型网络的小样本禽蛋图像特征检测方法

机器视觉因具有检测速度快、稳定性高及成本低等优点，已发展成为禽蛋无损检测领域主流检测手段。使用该技术对禽蛋进行无损检测时，需要依赖大量禽蛋图像作为数据支撑才能取得较好的检测效果。由于养殖安全等限制，禽蛋图像数据的采集成本较高，针对该问题，提出了一种适应于小样本禽蛋图像检测的原型网络（Prototypical network）。该网络利用引入注意力机制的逆残差结构搭建的卷积神经网络将不同类别的禽蛋图像映射至嵌入空间，并利用欧氏距离度量测试禽蛋图像在嵌入空间的类别，从而完成禽蛋图像的分类。本文利用该网络分别验证了小样本条件下受精蛋与无精蛋、双黄蛋与单黄蛋及裂纹蛋与正常蛋的分类检测效果，其检测精度分别为95%、98%、88%。试验结果表明本文方法能够有效地解决禽蛋图像检测中样本不足的问题，为禽蛋图像无损检测研究提供了新的思路。     

基于循环残差注意力的群养生猪实例分割

目的 在群养环境下，实现生猪粘连、杂物遮挡等不同条件下生猪个体的高精度分割。方法 对真实养殖场景下的8栏日龄20~105 d共45头群养生猪进行研究，以移动相机拍摄图像为数据源，并执行改变亮度、加入高斯噪声等数据增强操作获取标注图片3 834张。探究基于2个骨干网络ResNet50、ResNet101与2个任务网络Mask R-CNN、Cascade mask R-CNN交叉结合的多种模型，并将循环残差注意力(RRA)思想引入2个任务网络模型中，在不显著增加计算量的前提下提升模型特征提取能力、提高分割精度。结果 选用Mask R-CNN-ResNet50比Cascade mask R-CNN-ResNet50在AP_0.5、AP_0.75、AP_0.5-0.95和AP_{0.5-0.95-large}指标上分别提升4.3%、3.5%、2.2%和2.2%；加入不同数量的RRA模块以探究其对各个任务模型预测性能影响，试验表明加入2个RRA模块后对各个任务模型的提升效果最为明显。结论 加入2个RRA模块的Mask R-CNN-ResNet50模型可以更精确、有效地对不同场景群养生猪进行分割，为后续生猪身份识别与行为分析提供模型支撑。     

磺酰脲类除草剂的应用及检测方法

磺酰脲类除草剂是上世纪80年代美国杜邦公司研发出来的一种除草剂，其具有高效、广谱、低毒、高选择性等优点，因此，一经问世就得到了广泛应用。但是，由其引起的土壤、地下水污染问题而饱受诟病。有些磺酰脲除草剂难以降解，可对环境造成持续的污染，更有甚者，农作物也会因此而造成农残超标。因此，磺酰脲类除草剂在环境、农产品中的残留问题及和检测技术研究进展值得我们关注。     

An investigation into the grazing efficiency of perennial ryegrass varieties

The objective of this study was to compare the grazing efficiency of 30 perennial ryegrass varieties, differing in ploidy and heading date. Plots were grazed by lactating dairy cows and managed under a rotational grazing system with 19 grazing events occurring over two years. Pre-grazing and post-grazing compressed sward heights were measured with a rising plate meter. A mixed model was used to predict the post-grazing sward height of each variety based on year, grazing event, block and pre-grazing sward height. Residual grazed height (RGH) was derived as the difference between the actual and predicted post-grazing sward height and was used as the measure of grazing efficiency. Negative RGH values indicated that the actual herbage removed was greater than that predicted and so indicated a superior grazing efficiency. Varieties differed in their level of grazing efficiency (p < .001), with RGH values ranging from −0.38 to +0.34 cm. Tetraploid varieties exhibited significantly greater grazing efficiency performance than diploids (p < .001), with average RGH values of −0.13 and +0.13 cm respectively. A significant difference in grazing efficiency was found among recommended perennial ryegrass varieties that are not being recorded by mechanically harvested simulated grazing protocols. A variety reappraisal that included grazing efficiency could identify varieties capable of improving on-farm livestock productivity from grass.     

Residual effects of soil Zn fertilization on soil characteristics,yield and quality of Platycodon grandiflorum

ABSTRACT

Zinc (Zn) deficiency is common worldwide and is a major limiting factor in the cultivation of Platycodon grandiflorum because most P. grandiflorum is cultivated on soils with slight or severe levels of Zn deficiency in China. To investigate the effects of soil Zn fertilization on P. grandiflorum and its residual effects on soil characteristics, a randomized complete block design was conducted at the experimental station of Shandong Agricultural University China in 2016–2018. In 2016, ZnSO₄ · 7H₂O was used as Zn fertilizer. The fertilizer levels of Zn fertilizer were designed as 0, 4, 6, 8 and 10 kg ha^?1 and were denoted as CK, Zn₄, Zn₆, Zn₈ and Zn₁₀. No Zn fertilizer was used in 2017 and 2018. The results showed that soil Zn fertilization increased the quantity of soil bacteria, and actinobacteria, Zn₈ and Zn₁₀ treatments increased the soil fungal quantity in 2017, whereas the effect was observed only in the Z₁₀ treatment in 2018. Soil Zn fertilization enhanced the activity of polyphenol oxidase, decreased that of phosphatase, and did not influence the invertase activity in both 2017 and 2018. Both the yield and the quality of P. grandiflorum in the succeeding three years increased due to the soil Zn fertilization in 2016. Overall, soil Zn application is a suitable approach to the cultivation of P. grandiflorum, and the residual effects of a one-time soil Zn fertilization could last at least two years.     

不同饲料效率与绵羊瘤胃组织形态学关系

【目的】利用单栏系统测定个体的饲料效率相关性状与瘤胃组织形态学指标,探讨绵羊饲料效率与瘤胃组织形态的关系,为解析绵羊饲料效率性状的影响因素研究提供基础数据。【方法】随机选取出生日龄相近、系谱信息详细、健康状况良好的187湖羊公羔,56 d断奶后转入单栏饲养,过渡期14 d,预饲期10 d,正试期100 d。正试期内所有羊只仅饲喂颗粒饲料,自由采食及饮水,并在80 d和180 d晨饲前空腹测定其体重（body weight,BW）和80—180 d间的采食量（feed intake,FI）,计算平均日增重（average daily gain,ADG）、中期代谢体重（metabolic body weight, MBW）、饲料转化率（feed conversion rate,FCR）和剩余采食量（residual feed intake,RFI）等饲料效率相关性状并对其进行描述性统计,于180 d饲养结束后屠宰采集瘤胃腹囊组织1 cm²保存于4%甲醛溶液中,用于制作组织切片并观测其瘤胃乳头长度、宽度和肌层厚度。最后将其与饲料效率相关性状进行相关分析和方差分析。【结果】饲料效率相关性状的变异系数均大于10%,且剩余采食量最大与最小的个体每天的剩余采食量之差达0.57 kg。饲料效率相关性状间的表型相关分析表明剩余采食量与饲料转化率（r= 0.68）和采食量（r= 0.48）呈极显著正相关（P<0.01）,与初始体重（r=0）、末期体重（r= -0.01）和平均日增重（r= -0.02）无显著相关（P>0.05）。饲料效率相关性状与瘤胃组织形态相关性分析发现,瘤胃乳头长度与平均日增重、采食量、初始体重和末期体重呈显著或极显著正相关（P<0.05或P<0.01）,肌层厚度与平均日增重、采食量和末期体重呈显著或极显著正相关（P<0.05或P<0.01）,而剩余采食量和饲料转化率与瘤胃组织形态无显著相关。不同RFI组羔羊采食量、饲料转化率和瘤胃肌层厚度存在显著或极显著差异（P<0.05或P<0.01）,瘤胃乳头长、宽无显著差异（P>0.05）,其中High-RFI组羔羊采食量和饲料转化率极显著高于Low-RFI组（P<0.01）,肌层厚度显著高于Medium-RFI组（P<0.05）;不同FCR组羔羊的剩余采食量、采食量、ADG、初始体重、末期体重和乳头长度存在显著或极显著差异（P<0.05或P<0.01）,肌层厚度和乳头宽度差异不显著（P>0.05）,其中High-FCR组羔羊剩余采食量、采食量、ADG、初始体重和末期体重均显著或极显著高于Low-FCR组（P<0.05或P<0.01）,Medium-FCR组羔羊乳头长度显著长于Low-FCR组（P<0.05）;除瘤胃乳头宽度外,不同FI组羔羊的上述指标均存在显著或极显著差异（P<0.05或P<0.01）,且High-FI组羔羊的剩余采食量、饲料转化率、ADG、初始体重、末期体重、肌层厚度和乳头长度均显著或极显著高于Low-FI组（P<0.05或P<0.01）;不同ADG组羔羊采食量、饲料转化率、初始体重、末期体重和肌层厚度均存在显著或极显著差异（P<0.05或P<0.01）,乳头长度和乳头宽度无显著差异（P>0.05）,其中High-ADG组羔羊采食量、剩余采食量、初始体重、末期体重和肌层厚度均显著或极显著高于Low-ADG组,饲料转化率则极显著低于Low-ADG组。【结论】剩余采食量与采食量和饲料转化率等饲料效率性状呈极显著正相关,表明其可作为衡量饲料效率的潜在指标。剩余采食量和饲料转化率与瘤胃组织形态学指标无显著相关,采食量和平均日增重与瘤胃乳头长度和肌层厚度呈显著正相关,表明羔羊瘤胃组织形态对采食量和增重有显著影响,但其进一步的作用机制有待深入研究。     

梨幼树到结果初期春施15N–尿素的利用及其在土壤的残留与损失

2014—2016年,以‘黄冠’梨为材料,采用15N示踪技术研究了从幼树期到结果初期梨树对春季施用氮素的吸收利用及土壤残留与损失情况。研究结果表明,幼树期(2014—2015年)梨树生长以中心干和粗根等树体骨干结构建立为主,生长量相对较小;进入结果初期(2016年)后树体生长表现为树体骨干结构建立为主,枝梢等营养器官生长与产量形成并存,生长量大幅增加。整个试验期间,树体贮藏器官的标记氮素吸收量较大,其中幼树期中心干吸收量最大,结果初期粗根吸收量最大。0~100 cm土层标记氮素残留量随土层深度和施用年限增加逐渐降低,其中,施用标记氮素后第1年(2014年),土壤标记氮素残留量较高,残留率达63.61%,梨幼树对标记氮素利用率仅为3.25%。随后两年(2015—2016年)土壤残留量较低,树体对标记氮素利用率仅为0.51%和0.80%。试验结束时,幼树期到结果初期梨树对标记氮素的累计利用率为4.57%,土壤标记氮素残留量为20.34%,损失率达75.07%。     

Effects of Different Substrates on Fermentation Parameters

Fermenting different raw materials (corn, soybean meal and cottonseed meal) with three kinds of strains (Lactobacillus, yeast and Bacillus subtilis) were employed to optimize the fermentation parameter with sensory evaluation, pH and amount of probiotics retention.The results showed that the time to reach stable pH of materials with different substrates was different.Cottonseed meal had the longest time to reach stable pH followed by soybean meal, while corn had the shortest time under the condition of same water content.Different substrates had no effect on initial pH of corn, soybean meal and cottonseed meal.The count of the probiotics was also influenced by different substrates.When pH reached steady state, corn had the largest number of the probiotics followed by soybean meal and cottonseed meal.The color and smell of three materials after fermented had distinctive features.But cottonseed meal had the highest viscosity followed by soybean meal and corn.Because of shorter time and more microorganisms, corn was better than soybean meal and cottonseed meal to be fermenting medium.