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。     

计提长期资产减值准备的不良影响及防范

由于历史和现实条件的限制，我国新的投资准则有关长期资产减值准备的计提与实施，会出现一些难以避免的不良影响。如容易偏离历史成本，计提依据不易掌握，新旧概念易于混淆，国家税易于流失，影响会计核算工作及时性和国有资产的保值与增值等等。就这些不良影响及其防范，提出了几种浅显的看法。     

河南小尾寒羊产肉性能与羊肉品质的分析研究

就河南小尾寒羊的产肉性能和羊肉品质进行了分析研究。结果表明:河南小尾寒羊生长发育快,产肉性能好,肉质细嫩,肉味浓郁,6月龄的屠宰率较高。肌肉中的蛋白质含量较高,氨基酸含量丰富,其中的赖氨酸、异亮氨酸等达到或超过了标准蛋白质中的含量。     

菇木年龄对香菇产量和营养成份含量的影响

用南酸枣、秃瓣杜英、马褂木、麻栎、锥栗、枫香、银荆等7个优良菇木树种的不同年龄树木木屑作为栽培基质，选用126香菇品种做供试菌株，通过香菇总产量、冬菇产量、香菇营养物质含量的对比试验，结果表明，这7种菇木林树种7年树龄木屑栽菇香菇的性能优于或不低于15年成年树龄，用南酸枣、秃瓣杜英、马褂木、麻栎、锥栗、枫香、银荆作为经营短轮伐期菇木林树种是可行的。     

长期施肥下黄土旱塬黑垆土磷平衡及农学阈值

为研究长期施肥条件下土壤磷平衡和土壤有效磷对磷盈亏的响应,明确土壤有效磷(Olsen-P)的农学阈值及合理磷肥施用量,依托甘肃平凉肥料长期定位试验(始于1979),分析了黄土旱塬黑垆土36 a土壤磷盈亏动态、累积磷盈亏与有效磷的响应关系以及土壤磷残余,通过Mitscherlich方程模拟作物相对产量对土壤有效磷的响应关系,计算黄土旱塬黑垆土小麦和玉米的土壤有效磷农学阈值。结果表明:不施肥(CK)和单施氮肥(N)处理土壤磷始终亏缺,N处理每亏缺磷100 kg·hm~(-2),有效磷含量下降1.05 mg·kg~(-1);施磷处理土壤磷当季盈余4.3～207.9 kg·hm~(-2),累积盈余154.9～7 483.6 kg·hm~(-2),其中有机、无机配施(MNP)处理磷盈余最大;土壤累积磷盈余与土壤有效磷增量呈线性正相关,土壤中每盈余100 kg·hm~(-2)磷,秸秆还田配施化肥(SNP,磷肥隔年施)、氮磷配施(NP)、有机肥(M)和有机、无机配施(MNP)处理土壤有效磷分别增加7.55、2.47、0.28 mg·kg~(-1)和0.46 mg·kg~(-1);黄土旱塬黑垆土农田有效磷的小麦和玉米农学阈值分别为22.05 mg·kg~(-1)和13.96 mg·kg~(-1),MNP处理土壤有效磷含量已高于作物农学阈值,NP和SNP处理土壤有效磷含量达到小麦农学阈值分别需要21 a和24 a,达到玉米农学阈值分别需要2 a和8 a,M处理土壤有效磷含量已高于玉米农学阈值,还需要3 a可达到小麦农学阈值。当磷投入量每年平均达22.9 kg·hm~(-2)时,土壤磷呈持平状态;当磷用量达33 kg·hm~(-2)时,不仅作物产量较高,而且磷肥当季利用率也较高;当磷用量增加到233 kg·hm~(-2)时,作物产量对增加磷投入无响应,土壤磷残余超过90%,大量磷素累积在土壤中,增加了土壤磷素的流失风险。黄土旱塬小麦玉米一年一熟轮作黑垆土农田土壤有效磷农学阈值为13.96 mg·kg~(-1)(玉米)和22.05 mg·kg~(-1)(小麦),秸秆还田可促进旱地农田耕层土壤有效磷含量的增加。     

Soil organic and inorganic carbon sequestration by consecutive biochar application: Results from a decade field experiment

Biochar addition can expand soil organic carbon (SOC) stock and has potential ability in mitigating climate change. Also, some incubation experiments have shown that biochar can increase soil inorganic carbon (SIC) contents. However, there is no direct evidence for this from the field experiment. In order to make up the sparseness of available data resulting from the long‐term effect of biochar amendment on soil carbon fractions, here we detected the contents and stocks of the bulk SIC and SOC fractions based on a 10‐year field experiment of consecutive biochar application in Shandong Province, China. There are three biochar treatments as no‐biochar (control), and biochar application at 4.5 Mg ha^?1 year^?1 (B4.5) and 9.0 Mg ha^?1 year^?1 (B9.0), respectively. The results showed that biochar application significantly enhanced SIC content (3.2%–24.3%), >53 μm particulate organic carbon content (POC, 38.2%–166.2%) and total soil organic carbon content (15.8%–82.2%), compared with the no‐biochar control. However, <53 μm silt–clay‐associated organic carbon (SCOC) content was significantly decreased (14%–27%) under the B9.0 treatment. Our study provides the direct field evidence that SIC contributed to carbon sequestration after the biochar application, and indicates that the applied biochar was allocated mainly in POC fraction. Further, the decreased SCOC and increased microbial biomass carbon contents observed in field suggest that the biochar application might exert a positive priming effect on native soil organic carbon.     

The optimal nutrition of maize in the hungarian national long‐term field experimental network

In Hungary, maize is grown on 1 million ha and occupies more than 20% of the arable land. The rich assortment of maize cultivars of different vegetation periods and different responses to nutritional effects, water supply etc. gives the growers the possibility to choose the cultivars suiting best the site characteristics (Jolânkai et al. 1999). Among the cereals maize has the highest genetical potential. To utilize its yield and quality potential, soil types of high nutrient content and regular nutrient supply are required (Gyõrffy, 1979). Both over‐ and under‐fertilization have an unfavourable effect on the yield and quality of maize (Debreczeni, 1985). Crops can be supplied with the appropriate nutrient amounts only with the knowledge of soil characteristics in the different agro‐ecological regions (nutrient content, water supply, soil compactness, pH, nutrient supplying capacity etc.). In Hungary, a network of long‐term field fertilization trials with uniform fertilizer treatments has been maintained at nine experimental sites representing different agro‐ecological regions of the country. This experimental network gives a basis to test the nutrient responses of our main crops and calibrate their optimal nutrient supply (Kismányoky, 1991).     

基于铱星通信技术的土壤墒情远程监测网络研究

为了实现野外偏远、无GPRS信号地区土壤墒情、温度及降雨量的远程无线实时监测,设计了一套由土壤墒情及相关影响信息实时采集系统、铱星通信以及互联网技术构成的"物联网"架构式土壤墒情实时监测系统,围绕铱星SBD(Short burst data)终端模块9602开发了具有独立知识产权的数据采集系统。该系统实现了智能化、网络化的土壤墒情实时监测,以及历史数据的查询、下载,根据设定阈值进行短信报警、传感器和通信故障报警等功能。该系统自2011年8月在山东省、北京市等地运行以来,可以安全、稳定、可靠地获取监测土壤含水率、温度及降雨量信息。通过试验可知铱星通信在空旷地带成功率为97.2%,单个节点通信费用为每月200元(12 000字节),达到了对土壤墒情、温度和降雨量变化规律进行长期监测的目的。     

中高浓度螺旋纸浆泵的设计

介绍了螺旋离心纸浆泵的使用状况，对单叶片螺旋离心泵的进口结构进行了改进，提供了在这种叶轮上加置短叶片的设计方案，给出了单螺旋叶轮主要几何参数选取的经验公式。     

Transport of nutrients and electrolytes across the intestinal wall in pigs

In recent years, intestinal transport processes have been studied in detail regarding both, functional and structural aspects. For monosaccharides different systems have been demonstrated for apical uptake: this includes the high-affinity SGLT1 as a distinct d-glucose system and GLUT5 for fructose. Specifically in pigs a low affinity, high-capacity system for d-glucose and d-mannose with no preference for Na⁺ over K⁺ and a very low affinity system are suggested as further uptake systems. As in other species, basolateral extrusion is mediated by GLUT2. The distributions of monosaccharide transport along the gastrointestinal axis as well as the potential role of paracellular monosaccharide absorption have not yet been clarified.

Amino acids can principally be absorbed by the paracellular and transcellular pathway whereas transcellular transport can either be mediated by facilitated diffusion or secondary active Na⁺-coupled transport. This includes different transport systems for neutral, anionic and cationic acids. In addition, the presence of the di-/tripeptides transport system PEPT1 which depends on an inwardly directed H⁺-gradient has also been confirmed for the pig small intestine, its quantitative proportion is still under debate.

Short chain fatty acids (SCFA) are the major end products of microbial carbohydrate fermentation which occurs along the gastrointestinal tract with the highest production rates in the large intestines. At least two uptake mechanisms have to be assumed, i.e., non-ionic diffusion and anionic exchange via SCFA⁻/HCO₃⁻-exchange. Controversial views still exist to what extent SCFA are metabolized within the epithelial tissue.

Segmental differences between small and large intestines have been demonstrated for Na⁺ absorption. Whereas in the small intestines the major part of Na⁺ absorption is mediated by coupled nutrient transport systems, aldosterone sensitive Na⁺ channels and Na⁺/H⁺-exchange are the dominant mechanisms in the hindgut. For Cl⁻ paracellular transport and anionic Cl⁻/HCO₃⁻-exchange are the major absorptive mechanisms. Cl⁻ secretion is mediated by apical channels which may be activated by toxins of different origin. Different types of Cl⁻ channels have been identified, such as Cystic Fibrosis Transmembrane Regulator (CFTR), Ca-activated Cl⁻ channels (CLCA) and Outwardly Rectifying Cl⁻ Channels (ORCC). Whereas CFTR has clearly been shown for jejunal and colonic epithelial and goblet cells controversy still exists on the relevance of CLCA and ORCC in pigs.

For Ca²⁺ there is evidence that both recently published channels TRPV5 and TRPV6 are also expressed in pig intestinal tissues, however, this has not yet been shown on protein level. From several functional approaches it was demonstrated that phosphate uptake can be mediated by both, a Na⁺-dependent transcellular component and paracellularly. On a molecular basis it is uncertain whether the transport protein of transcellular mechanism belongs to the NaPi-IIb cotransporter family.