基于小样本学习的植物病害识别研究*

为在仅有少量训练样本条件下获得较高的植物病害分类精度,采用小样本学习模型作为病害分类器,在匹配网络、原型网络和关系网络3种典型小样本学习算法框架下分别采用Conv4、Conv6、ResNet10、ResNet18和ResNet34 5种浅层网络作为特征提取网络,在PlantVillage植物病害数据集上对病害识别性能进行对比试验。在1shot条件下,匹配网络、原型网络和关系网络对植物叶片病害识别的平均准确率分别为72.29%、72.43%和69.45%;其中原型网络+ResNet34为表现最好的组合,病害识别准确率达到了77.60%。在5shot条件下,匹配网络、原型网络和关系网络平均准确率分别为87.11%、87.50%和82.92%,各种网络病害识别准确率比1shot条件均有明显提升;原型网络+ResNet34依旧是表现最佳的组合方式,识别准确率达到89.66%。上述试验结果表明,通过优选小样本学习框架和特征提取网络的组合方式,对于少量样本的病害也能取得较好的识别效果。     

在线评论特征对生鲜电商农产品销量的影响——来自淘宝羊肉大数据的证据

为探索在线评论对生鲜电商运营效果的影响,本研究基于信息采纳模型的框架,搭建在线评论作用于销量的理论模型,以生鲜羊肉产品为研究对象,利用Python爬虫的数据采集方式,获取淘宝平台上所有生鲜羊肉产品的月度截面数据,运用"OLS+稳健标准误"逐步回归的方法,从农产品销量的维度分析在线评论的影响,探讨评论区域中获取的评论数量、评论长度、差评数量和可视化评论对生鲜电商农产品销量的直接作用及交互效应。结果表明:在线评论数量、可视化评论能够显著提高生鲜农产品销量,差评数量则会明显降低生鲜电商的销量,而评论长度作用于生鲜农产品销量的效果并不显著。在线评论特征间的交互效应分析表明,差评能够削弱图片以及评论数量对销量的正向作用,图片能够加强评论长度对销量的积极作用,而差评的负面作用能够被评论长度进行一定程度的中和。因此,生鲜电商经营应当注重差评反映的意见,规避差评的重复出现;采用合理措施鼓励消费者进行评论,且撰写含有图片、评论字数较多的评价,均是增进信任机制、促进生鲜电商销量行之有效的办法。     

不同氧气浓度下烟草甲各虫态活性研究

为了减少磷化氢等有毒化学物质在储烟害虫防治中的施用量,为生产上运用低氧技术防治烟草甲等仓贮害虫提供技术参考,本试验研究了低氧环境对烟草甲各虫态致死作用及对烟草甲各虫态历期的影响。结果表明,在气调贮存运用中,可以将垛内氧气浓度调至2%,经历杀虫阶段后可以将垛内氧气浓度回调至4%～6%,这样可以在有效抑制虫害的基础上,最大限度地保证烟叶的醇化质量。     

生物炭及炭基肥影响农田土壤改良效应的研究进展

我国南方农田普遍存在土壤酸化加速、土壤肥力和质量不断下降、土壤微生物群落结构和功能失调等土壤退化现象。近年来,大量研究表明生物炭是一种应用前景广阔的土壤改良剂,而将其与肥料有效结合制成生物炭基肥,将在我国农田酸化土壤改良和作物增产等方面发挥重要作用。本文重点针对生物炭和生物炭基肥在农田生态系统中影响土壤改良的效应进行了综述,旨在为我国南方农田土壤改良和农业生产可持续发展提供参考。     

七种杀菌剂对水稻纹枯病菌的室内毒力及田间防效评价

本研究评价了七种杀菌剂对水稻纹枯病菌的室内毒力及田间防效。室内毒力测定结果表明：30%肟菌.戊唑醇悬浮剂、35%噻呋.氟环唑悬浮剂、32%噻呋.戊唑醇悬浮剂、30%戊唑.嘧菌酯悬浮剂、500g/L苯甲.丙环唑乳油这5种杀菌剂混剂对水稻纹枯病菌均有较强的抑制作用,EC₅₀值在0.0572~0.2265 mg.L^_-1之间。田间防效试验结果表明：在药后7d,对水稻纹枯病防效最好的药剂为30%肟菌.戊唑醇悬浮剂,防效为95.02%,30%戊唑.嘧菌酯悬浮剂、32%噻呋.戊唑醇悬浮剂、35%噻呋.氟环唑悬浮剂和500g/L苯甲.丙环唑乳油的防效分别为93.15%、92.53%、92.26%、91.81%;在药后14d,30%肟菌.戊唑醇悬浮剂这5种杀菌剂混剂对水稻纹枯病的防效均达到93%以上。     

Allozyme diversity in Australian rainbow trout, Oncorhynchus mykiss

Rainbow trout, Oncorhynchus mykiss (Walbaum), were first introduced into Australia over 100 years ago, and forms the basis of important recreational inland fisheries and an aquaculture industry in south‐eastern Australia. This paper investigates the genetic variation within and between samples of Australian rainbow trout using allozyme electrophoresis. The levels of genetic diversity within Australia do not show marked differences from those observed in hatchery and wild populations from throughout North America, New Zealand and South Africa, but there is evidence for the loss of some rare alleles during translocation from California to Australia via New Zealand. No appreciable difference in genetic diversity was apparent between hatchery and self‐sustaining wild populations of rainbow trout from mainland Australia. However, significant differences in allelic frequencies were observed, with consistent genetic differences between Victorian and New South Wales samples most likely reflecting state‐based hatchery and stocking policies.     

3种工业废水对牙鲆胚胎的毒性效应

通过室内实验，研究了印染废水、电镀废水、农药废水3种工业废水及其混合物(等体积混合)对牙鲆胚胎的毒性效应。印染废水的主要有毒物为苯胺(20mg/L)和苯酚(24mg/L)，电镀废水主要有毒物为锌(1970mg/L)、铜(9mg/L)和铅(7．5mg/L)；农药废水及混合物主要有毒物为久效磷和亚磷酸盐。实验表明，这4种类型废水对牙鲆胚胎发育孵化有显著影响的最低体积分数分别为0．5％、0．15％、0．25％和0．25％；对牙Gf胚胎起始半数致死浓度(95％可信限，体积分数)分别为3．38％(2．29％—3．87％)、0．81％(0．71％—0．92％)、1．57％(1．37％—1．82％)和1．48％(1．24％—1，76％)。以牙鲆胚胎起始半数致死浓度(体积分数)为指标，这几种工业废水的毒性顺序为电镀废水＞农药废水＞印染废水。     

考虑应力敏感性影响的三项式产能方程

低渗透气藏存在较强的应力敏感性,大量岩石实验数据回归研究表明,幂函数渗透率应力敏感性经验方程相关性相对较好,而前人利用该关系式来研究低渗透气藏气井产能的报道较少。在这样的背景下,利用幂函数应力敏感性经验公式,综合考虑渗透率应力敏感效应、启动压力梯度、紊流效应和表皮系数,建立了一个新的适用于低渗透异常高压气井的三项式产能方程。不同参数组合情况下的气井流入动态曲线对比研究结果表明,应力敏感性、启动压力梯度和紊流效应对低渗透气藏气井产能的影响较大,在产能评价研究时必须予以考虑。     

2013年隆德县马铃薯脱毒种薯三级繁育体系建设做法及成效

介绍了隆德县马铃薯脱毒种薯三级繁育体系建设主要做法及取得的成效,分析马铃薯脱毒种薯三级繁育体系建设存在的问题,并提出建议,为进一步做大做强马铃薯产业提供依据。     

Effects of Artemisia annua and Foeniculum vulgare on chickens highly infected with Eimeria tenella (Phylum Apicomplexa)

Background

Intensive poultry production systems depend on chemoprophylaxis with anticoccidial drugs to combat infection. A floor-pen study was conducted to evaluate the anticoccidial effect of Artemisia annua and Foeniculum vulgare on Eimeria tenella infection. Five experimental groups were established: negative control (untreated, unchallenged); positive control (untreated, challenged); a group medicated with 125 ppm lasalocid and challenged; a group medicated with A. annua leaf powder at 1.5% in feed and challenged; and a group treated with the mixed oils of A. annua and Foeniculum vulgare in equal parts, 7.5% in water and challenged. The effects of A. annua and oil extract of A. annua + F. vulgare on E. tenella infection were assessed by clinical signs, mortality, fecal oocyst output, faeces, lesion score, weight gain, and feed conversion.

Results

Clinical signs were noticed only in three chickens from the lasalocid group, six from the A. annua group, and nine from the A. annua + F. vulgare group, but were present in 19 infected chickens from the positive control group. Bloody diarrhea was registered in only two chickens from A. annua group, but in 17 chickens from the positive control group. Mortality also occurred in the positive control group (7/20). Chickens treated with A. annua had a significant reduction in faecal oocysts (95.6%; P = 0.027) and in lesion score (56.3%; P = 0.005) when compared to the positive control. At the end of experiment, chickens treated with A. annua leaf powder had the highest body weight gain (68.2 g/day), after the negative control group, and the best feed conversion (1.85) among all experimental groups.

Conclusions

Our results suggest that A. annua leaf powder (Aa-p), at 1.5% of the daily diet post-infection, can be a valuable alternative for synthetic coccidiostats, such as lasalocid.