基于信息抽取的食品安全事件自动问答系统方法研究

针对从海量食品安全事件新闻报道中很难抽取出所需答案的问题，以食品安全事件语料库为研究对象，提出了一种基于信息抽取技术的自动问答系统。首先，利用深度学习模型TextCNN对用户输入的问题进行分类，得到其所属类型。其次，对于输入问题，借助Lucene搜索引擎找到其最佳匹配文档。再次，根据输入问题的类型，从食品安全事件数据库（采用信息抽取技术自动提取的一个结构化数据库）中筛选出该文档所包含的答案候选句集合。最后，利用深度学习模型Bi LSTM及基于答案候选句上下文的特征提取方法构建一个答案抽取模型，该模型能从给定的答案候选句集合中提取出最终答案。为检查基于食品安全事件数据库的答案候选句筛选方式及基于答案候选句上下文的特征提取方式对整个自动问答系统性能的影响，进行了多种比较实验，结果表明含有基于食品安全事件数据库的答案候选句筛选方式和基于答案候选句上下文的特征提取方式的问答系统表现最佳，其回答准确率达到44%。这相比于传统的问答系统，具有明显的优势。     

施用草甘膦对转基因抗除草剂大豆田杂草防除、大豆安全性及杂草发生的影响

【目的】转GAT 和EPSPS 双价基因抗草甘膦大豆‘GE-J16’是我国具有自主知识产权的抗除草剂材料,喷施草甘膦后,评价草甘膦对杂草防除、大豆安全和杂草发生的影响,为其将来商业化种植后的安全监测与杂草治理提供数据支持。【方法】除草效果：每小区以对角线5点取样法取5个0.25 m ²样点并标记,施药后28 d调查禾本科和阔叶杂草株数,并剪取地上部分称取鲜重, 计算株防效和鲜重防效。对大豆安全性：每小区以对角线5点取样法,每点随机取4株大豆并标记,在喷药当天、药后7、14、21及28 d调查大豆株高和复叶数,观察药害,收获前每小区取50株大豆调查结荚数及产量。杂草发生情况：每小区以对角线5点取样法取5个0.25 m ²样点并标记（避开除草效果取样点）,调查并记录每种杂草种类、株数,计算每种杂草相对多度。【结果】转基因大豆喷施900、1 800和3 600 g a.i./hm ²草甘膦对禾本科杂草株防效2016年分别为84.30%、95.22%和83.62%,阔叶杂草株防效分别为49.80%、64.52%和61.93%,禾本科和阔叶杂草鲜重防效分别在95.36%和82.05%以上,2017年对禾本科和阔叶草株防效分别达94.93%和85.09%以上,对禾本科和阔叶杂草鲜重防效分别达98.00%和96.57%以上。转基因大豆喷施草甘膦对大豆生长没有不良影响,产量高于人工除草处理。两年研究结果表明转基因抗除草剂大豆喷施草甘膦后杂草群落发生改变,转基因抗除草剂大豆田不除草处理小区主要优势阔叶杂草为反枝苋（Amaranthus retroflexus）、打碗花（Calystegia hederacea）、马齿苋（Portulaca oleracea）,禾本科杂草为狗尾草（Setaria viridis）、马唐（Digitaria sanguinalis）和牛筋草（Eleusine indica）,共6种,喷施草甘膦900—3 600 g a.i./hm ²后转基因大豆田5种主要优势杂草为打碗花、夏至草（Lagopsis supina）、马齿苋、牛筋草和狗尾草。【结论】转基因抗草甘膦大豆‘GE-J16’喷施草甘膦900—3 600 g a.i./hm ²对杂草有很好的防除效果, 对大豆安全。因此,转基因抗草甘膦大豆‘GE-J16’将在我国有很好的商业化应用前景,喷施草甘膦影响杂草种群的发生,如今后商业化种植需长期密切监测种群变化。     

2010—2019年江苏省渔业船舶水上安全事故分析及对策建议

依据中国渔政指挥系统江苏省渔业船舶水上安全事故的统计资料,对2010—2019年事故的发生时间、事故起数、死亡人数、事故类型和事故等级等方面进行了统计分析。结果表明,江苏省渔业船舶水上安全事故以一般等级事故居多,事故发生时间呈现一定规律性,渔船自身安全隐患突出,从业人员岗位技能不足,渔船安全管理责任不到位。基于分析结果,提出压降一般等级事故,遏制较大等级以上事故,提高风险管控和事故防范能力的对策建议。     

基于网络安全等级保护2.0的农业科研单位网络安全体系研究——以中国农业科学院为例

[目的/意义]大数据时代,中国农业科研单位持续加强信息化建设,给科学研究和科研管理带来极大的便利,但相应的信息安全问题也开始逐渐显现。依托信息等级保护工作,深入分析农业科研单位信息系统建设中各个薄弱环节,提高信息系统安全,避免发生网络安全事件已被摆在农业科研单位工作的突出地位。[方法/过程]按照等级保护制度要求,论文主要围绕加强农业科研单位信息安全管理的内容进行探讨,介绍了信息等级保护的重要性,对比分析了等级保护2.0标准与等级保护1.0标准的不同;详细分析中国农业科学院的网络安全管理制度体系和网络安全管理技术等内容,最后对加强农业科研单位信息安全建设的有效策略提出了相关建议。[结果/结论]论文以中国农业科学院为例详细论述其相关做法,希望为各农业科研机构开展网络安全等级保护安全建设提供借鉴。     

二氯喹啉草酮与二氯喹啉酸的除草活性及对水稻安全性的比较

采用整株生物测定法测定两种除草剂二氯喹啉草酮与二氯喹啉酸茎叶处理对水稻田杂草的生物活性及对水稻的安全性。结果表明:当二氯喹啉草酮和二氯喹啉酸有效成分剂量均为600 g/hm2时, 两种除草剂对稗属杂草、鳢肠的鲜重抑制率均高于94%, 其GR90为107.35~558.58 g/hm2; 对马唐和耳叶水苋的鲜重抑制率低于85%, 对抗二氯喹啉酸西来稗和千金子的鲜重抑制率低于50%; 不同的是二氯喹啉草酮对丁香蓼和异型莎草的鲜重抑制率分别为92.17%、94.33%, 均显著高于二氯喹啉酸(83.64%, 85.57%)。二氯喹啉草酮和二氯喹啉酸对1.5叶期水稻安全性差, 选择性指数为2.53~3.58; 对3.5叶期水稻安全, 选择性指数大于4, 各处理水稻鲜重与对照组之间无显著差异。本着高效、安全、经济的原则, 不推荐二氯喹啉草酮用于防除水稻田禾本科杂草, 仅对部分阔叶类和莎草科杂草发生严重的水稻田, 二氯喹啉草酮可以作为补充除草剂。     

四种替代药剂对梨火疫病菌的抑制活性及其田间防效

为筛选农用链霉素替代药剂,以其为对照药剂,测定春雷霉素、中生菌素、噻霉酮和噻菌铜这4种常用细菌病害防治药剂对梨火疫病菌Erwinia amylovora的抑制活性、对梨火疫病的田间防效及不同药剂处理后梨中的农药残留,并对这4种药剂的作物安全性进行评价。结果表明,中生菌素、噻霉酮和春雷霉素对梨火疫病菌有抑制作用,抑制中浓度EC50分别为1.60、6.64和60.57 mg/L,中生菌素的抑制效果高于链霉素。在连续2年田间试验中,中生菌素1 000倍液和春雷霉素400倍液对梨火疫病的保护效果和治疗效果均达90.33%以上,噻霉酮500倍液和噻菌铜200倍液对梨火疫病的保护效果均达100.00%,治疗效果均超过86.97%,与对照药剂农用链霉素2 000倍液的效果相当。所有药剂处理后均未检出中生菌素、春雷霉素、高效氯氰菊酯和农用链霉素的农药残留,而噻虫嗪、阿维菌素和矮壮素虽有检出,但其残留量均低于国家限量标准。花期前后、幼果期和果实膨大期施药,中生菌素、春雷霉素、噻霉酮和噻菌铜对梨花、叶片、枝梢及果实生长均无不良影响。综合来看,中生菌素、春雷霉素、噻霉酮和噻菌铜均可作为农用链霉素的替代药剂,...     

Use of a foaming disinfectant and cleaner to reduce aerobic bacteria on poultry transport coops

Poultry transportation coops are rarely washed and have been demonstrated to be a point of cross-contamination of broiler carcasses. Foaming disinfectants and cleaners, commonly used within processing plants, may be used to clean and disinfect poultry transportation coops. In this study, homogenized fecal material was evenly applied to the floors of precleaned broiler transportation coops and allowed to dry. Treatments consisted of a water rinse, a foam additive alone, foaming cleaner, and a disinfectant plus a foam additive. All foaming treatments were applied using a compressed air foam system (2,271 L/min; 600 gal/min), similar to what firefighters would use. A high-pressure water rinse (HPWR) was added prior to or following the treatments to determine whether rinsing prior to product application or rinsing after product application would improve efficacy. Based on our data, a compressed air foam system may be used in combination with a commercially available disinfectant or foam cleaner to reduce aerobic bacteria on the surfaces of commercial broiler transportation coops. Furthermore, the addition of a HPWR did not further reduce the level of aerobic bacteria on broiler transportation coop floors.     

鸡传染性支气管炎弱毒疫苗株安全性和免疫效力初步评价

通过对QX基因型IBV分离株SDZB0808进行鸡胚连续100次传代致弱后获得子代病毒P100。为了明确P100的的致弱效果和免疫原性,对其进行了安全性和免疫效力评价。安全性试验结果显示,P100以105.5 EID50/只的剂量对3日龄的SPF鸡进行免疫后试验,与正常对照组相比没有明显临床症状和病理变化,气管和肾脏组织也没有病理组织损伤。免疫效力试验结果发现,P100以104.5 EID50/只的剂量免疫3日龄SPF鸡,14d后对同源强毒SDZB0808和异源强毒SDIB821/2012的攻击都具有100%的临床保护,病理组织学检查发现P100免疫攻毒组试验鸡气管和肾脏与正常对照没有差异,排毒检测结果显示P100免疫攻毒组试验鸡内脏组织病毒检出率大大低于攻毒对照组。本研究结果表明P100对SPF鸡具有良好的安全性和免疫效力,可以作为IBV弱毒疫苗候选株。     

Bacteriophages as antimicrobial agents against major pathogens in swine: a review

In recent years, the development of antibiotic resistant bacteria has become a global concern which has prompted research into the development of alternative disease control strategies for the swine industry. Bacteriophages (viruses that infect bacteria) offer the prospect of a sustainable alternative approach against bacterial pathogens with the flexibility of being applied therapeutically or for biological control purposes. This paper reviews the use of phages as an antimicrobial strategy for controlling critical pathogens including Salmonella and Escherichia coli with an emphasis on the application of phages for improving performance and nutrient digestibility in swine operations as well as in controlling zoonotic human diseases by reducing the bacterial load spread from pork products to humans through the meat.     

Meat Juice Serology and Improved Food Chain Information as Control Tools for Pork‐Related Public Health Hazards

The seroprevalence of Salmonella spp., pathogenic Yersinia spp., Toxoplasma gondii and Trichinella spp. was studied in 1353 finishing pigs from 259 farms that were allocated according to farm types: large fattening farms (≥1000 pig places), small fattening farms (< 1000 pig places) and farrow‐to‐finish farms. The antibodies were analysed with commercial ELISA kits in meat juice samples that were collected at Finnish slaughterhouses. Salmonella antibodies were rare (3% of pigs, 14% of farms) when the cut‐off optical density (OD) value 0.2 was used. Antibodies to pathogenic Yersinia spp. and T. gondii were detected in 57% of pigs and 85% of farms (OD ≥0.3) and in 3% of pigs and 9% of farms (OD ≥0.15), respectively. No antibodies to Trichinella spp. were detected (OD ≥0.3). The European Food Safety Authority (EFSA) considers Salmonella spp., Yersinia enterocolitica, T. gondii and Trichinella spp. as the most relevant biological hazards in the context of meat inspection of pigs. The seroprevalence of these important zoonotic pathogens was low in Finland, except that of Yersinia. The seroprevalence of Toxoplasma was significantly higher in pigs originating from small‐scale fattening farms (P < 0.05). Strong positive correlation was observed at the animal level between Salmonella and Yersinia seropositivity and between Salmonella and Toxoplasma seropositivity (P < 0.05). We suggest that these results reflect the level and importance of biosecurity measures applied on the farms. Meat juice serology at slaughter is a useful tool for targeting measures to control these pathogens. The information obtained from analyses should be used as part of the food chain information (FCI).