基于部首嵌入和注意力机制的病虫害命名实体识别

为了解决农业病虫害命名实体识别过程中存在的内在语义信息缺失、局部上下文特征易被忽略和捕获长距离依赖能力不足等问题，以农业病虫害文本为研究对象，提出一种基于部首嵌入和注意力机制的农业病虫害命名实体识别模型(Chinese agricultural diseases and pests named entity recognition with joint radical embedding and self attention, RS-ADP)。首先，该模型将部首嵌入集成到字符嵌入中作为输入，用以丰富语义信息。其中，针对部首嵌入设计了3种特征提取策略，即卷积神经网络(Convolutional neural network, CNN)、双向长短时记忆网络(Bidirectional long short term memory network, BiLSTM) 和CNN-BiLSTM；其次，采用多层不同窗口尺寸的CNNs层提取不同尺度的局部上下文信息；然后，在BiLSTM提取全局序列特征的基础上，采用自注意力机制进一步增强模型提取更长距离依赖的能力；最后，采用条件随机场(Conditional random field, CRF)联合识别实体边界和划分实体类别。在包含11个类别和24715条标注样本的农业病虫害自制语料上进行了实验。结果表明，本文模型RS-ADP在该数据集上精确率、召回率和F1值分别为94.16%、94.47%和94.32%；在具体实体类别上，RS-ADP在作物、病害、虫害等易识别实体上F1值高达95.81%、97.76%和97.23%。同时，RS-ADP在草害、病原等难以识别实体上F1值仍保持86%以上。实验结果表明，本文所提模型能够有效识别农业病虫害命名实体，其识别精度优于其他模型，且具有一定的泛化性。     

融合光电色选的皮带筛式油茶果壳籽分选机设计与试验

针对油茶果批量脱壳后壳籽混杂、人力分选效率低的问题，研究设计了一种融合光电色选的皮带筛式油茶果壳籽分选机。根据油茶果壳、籽与倾斜传送带间摩擦角、碰撞系数的差异，设计振动皮带筛进行初分选；利用两者灰度差异，对壳中残留籽进行二次光电分选。对皮带筛上油茶果壳、籽进行运动学与动力学分析，发现皮带倾角、皮带速度和振动频率是影响振动初分选率的主要因素；以籽箱清洁率、壳中含籽率为试验指标，开展正交旋转组合试验。当皮带倾角为19°、皮带速度为1.50m/s、振动频率为55.40Hz时，其籽箱清洁率为95.52%、壳中含籽率为24.30%，对最优参数进行试验验证，优化结果可靠。对不同茶籽比率的物料进行光电分选试验，结果表明籽箱清洁率稳定在98.23%左右，壳中含籽率保持在2.34%左右，说明光电分选可准确识别并分选出混杂物料中的油茶籽。对整机进行最优参数试验验证，该机两籽箱茶籽平均清洁率可达97.55%，壳箱中含籽率为3.27%。试验结果表明，此油茶果壳籽分选机可实现油茶果壳、籽的高效分离。     

真空复合轧制自磨锐割刀与其结合界面组织性能研究

采用真空复合轧制工艺，将3种钢板（GCr15、Q420、IF）轧制成梯度复合材料，对其结合界面处的微观组织、成分及硬度分布、抗剪强度进行了检测，并对梯度材料自磨锐割刀进行了田间试验。结果表明，不同板层界面处材料间相互咬合形成较为紊乱的冶金结合方式，界面处元素相互扩散形成过渡区，组织缺陷较少。结合界面处的抗剪强度均超过了国标要求，且断裂方式为韧性断裂，不同界面间存在较为平缓的硬度梯度变化。梯度材料自磨锐割刀后刀面、刀尖及刃口材料为GCr15钢，硬度高、耐磨性好，前刀面的硬度呈梯度变化，磨损均匀，作业过程中可始终保持刀尖前凸，刃口曲率半径变化较小，能够长时间保持刃口的锋锐性与再生作物的低损伤切割。田间试验结果表明，相同作业条件下，梯度材料自磨锐割刀耐磨性是市售割刀的3倍以上。     

Marker‐assisted parentage analysis reveals high individual selfing rates in tetraploid red clover genotypes selected for seed yield

Seed yield is a major breeding target in tetraploid red clover. We investigated if marker‐assisted parentage analysis can identify progeny plants with two high seed‐yielding parents in tetraploid red clover and if this technique is more advantageous than traditional half‐sib selection. Parentage analysis was successfully performed on the progeny from the 10% highest seed‐yielding genotypes from a second‐cycle family selection trial: 16.0% of progeny were identified with a high seed‐yielding father. However, progeny plants with two high seed‐yielding parents did not produce more seeds than traditionally selected progeny (27.3 g vs. 30.7 g/plant, respectively). The 10% highest seed‐yielding genotypes displayed on average 2% self‐fertilization. Four genotypes were self‐fertile with individual selfing rates up to 20%. Our results discourage the use of marker‐assisted parentage analysis to improve seed yield in tetraploid red clover when the material has been preselected for seed yield. Breeders should be aware that intensive selection for seed yield in tetraploid red clover may inadvertently lead to selection for increased self‐fertility, which may increase inbreeding in the long term.     

《侵权责任法》背景下的劳动关系辨析

企业未办理营业执照就进行生产，工人工作时受伤，本应按照《工伤保险条例》进行赔偿，适用无过错原则。然而，一些基层法院认为，双方形成了个人之间的劳务关系，应按《侵权责任法》的规定，适用过错相抵原则，这严重损害了劳动者的合法权益。劳动关系与劳务关系相比较，劳动关系具有产业性、劳动者的从属性、生产的组织性和期限的长期性等特征。通过对劳动关系内涵的分析，有助于我们正确处理案件，就不会错误地将本是劳动关系的案件认定为双方存在劳务关系，也不会将工伤案件按劳务关系处理。     

振捣提浆与侧深施肥技术模式对寒地水稻产量性状及肥水效率的影响

为解决北方寒地传统搅浆平地耕作模式造成稻田泡田灌溉水量大和肥料利用效率低等问题,于2018—2019年以稻田水整地环节振捣提浆机与侧深施肥机为材料,采用2种耕整地模式和2种施肥模式的正交试验设计：搅浆平地耕整地模式(WPF)、振捣提浆耕整地模式(VEP)、基肥撒施模式(CFA)和侧深施肥模式(SDF),分析振捣提浆+侧深施肥技术模式对泡田期灌水量、干物质积累量、产量指标、肥料利用率及经济效益的影响。结果表明：与常规搅浆平地耕整地+基肥撒施(WPF+CFA)相比,搅浆平地耕整地+侧深施肥(WPF+SDF)、振捣提浆耕整地+基肥撒施(VEP+CFA)和振捣提浆耕整地+侧深施肥(VEP+SDF)3种技术模式对水稻泡田灌溉量、产量性状、肥料利用效率和经济效益均产生显著的影响,以VEP+SDF增幅最大,WPF+SDF次之,VEP+CFA最小。与WPF+CFA相比,VEP+SDF模式能显著提高肥水效率,节约泡田灌溉水11.4%,减少肥料施用量10%,产量和经济效益分别提高7.3%和1628.7元/hm²。本研究表明,VEP+SDF模式显著改善肥水利用效率,提高植株产量和经济效益,是北方寒地水稻较为理想的机械化整地施肥技术模式。     

红肉火龙果新品种‘金都1号’

 ‘金都1号’火龙果是从中南美洲火龙果原种（Hylocereus costaricensis）与红肉种（H. polyrhizus）的杂交后代中选育出的新品种。果实短椭圆形，平均单果质量572.5 g，果肉深紫红色，可溶性固形物含量21.2%，可食率78.8%，味清甜，有玫瑰香味，品质优。生长健壮，易成花，自花亲和性好，丰产稳产性好，不易裂果，适宜在广西桂南及华南气候相似地区种植。     

S‐locus diversity and cross‐compatibility of wild Prunus avium for timber breeding

Prunus avium is primarily cultivated for its fruit, sweet cherries. However, it is also used to produce high‐quality timber. In a P. avium seed orchard, gametophytic self‐incompatibility is a restriction for free pollen flow and should be considered when establishing basic forest materials. In this study, S‐locus diversity and cross‐incompatibility of wild cherry individuals in clonal banks established for breeding for timber production were investigated. Wild cherry trees (140) with outstanding forest growth habit, collected in northern Spain, grafted and planted in two clonal banks, were genotyped at the S‐locus. The self‐incompatibility S‐locus genes, S‐RNase and SFB, were analysed by PCR. Twenty‐two S‐haplotypes, resulting in 72 different S‐genotypes, were identified. The genotypes were grouped into 33 incompatibility groups and 39 unique genotypes. This initial S‐locus analysis revealed large genetic diversity of wild cherry trees from the Spanish northern deciduous forest, and provides useful information for seed orchard design. Wild P. avium displays significantly more genetic diversity than what is detected in local cultivars, revealing a narrowing of genetic diversity during local domestication.     

4U-2型马铃薯收获机被动式抖动轮结构形式探讨

为提高4U-2型牵引式马铃薯收获机的性能,在介绍被动式抖动轮作用及结构形式的基础上,详细探讨其振幅、转数和抖动频率的确定。在不同土壤环境中的多次试验结果表明,3种抖动轮可在不同粘度及含水率的土壤中使用,且土薯分离率及破损率均较理想。