基于迁移学习的GoogLeNet果园病虫害识别与分级

为提高果树病虫害危害程度分级精度进而更好地指导果园病虫害防治，采用迁移学习技术与GoogLeNet模型相结合的方法，对6种果园作物的25类病虫害样本进行识别与危害程度分级研究；同时，探究不同数据集大小以及不同优化算法对模型性能的影响；基于MATLAB平台设计了一款可视化的病虫害识别与分级系统。结果表明:1)基于迁移学习的GoogLeNet模型，对病虫害识别精度可达99.35%，危害程度分级精度可达92.78%；2)在相同训练参数下，本研究模型比AlexNet、VGG-16、ResNet-18、SqueezeNet、原GoogLeNet及MobileNet-v2模型验证精度提高了2.38%~11.44%，并且收敛速度最快；3)本研究模型识别精度随着数据集的增大而提高；在3种优化算法中SGDM算法耗时最短且精度最高，更适合本研究模型。通过拍摄果树叶片病害区域图像，本研究设计的系统能够在0.43 s左右准确识别出果树种类、病害类型以及危害等级等信息。     

落叶果树冬季管理技术要点

落叶果树冬季进入休眠期，果农田间管理时间长，农事操作方便，而在生产中，不少果农忽视了冬季这个果园管理的关键时期，造成树势衰弱、树形杂乱、病虫害严重。做好落叶果树冬季管理技术措施，对于增强树势，提高翌年果树产量、品质和效益起到关键性的作用。     

鸡皮刺螨实验室饲养与繁殖技术研究进展

鸡皮刺螨是一种吸血性外寄生虫,会引起鸡消瘦、贫血,并导致产蛋下降,造成巨大经济损失。为给科研提供可靠虫源,并对杀螨药物、疫苗以及其他防控手段进行效果评价,国内外学者进行了鸡皮刺螨实验室的人工饲养与繁殖技术研究。文章综述了国内外鸡皮刺螨实验室饲养与繁殖技术的研究进展,将其总结归纳为使用动物饲养繁殖技术与离体饲养繁殖技术两类,同时指出了各项技术在应用过程中存在的问题,为该技术的进一步完善与发展提供相关参考。     

Australian Uromyces viciae-fabae: Host and nonhost interaction among cultivated grain legumes

Uromyces viciae-fabae, rust of faba bean, parasitizes other legume crops such as lentils (Lens culinaris) and field peas (Pisum sativum) in some environments. In this study we examined the host range of two Australian isolates of U. viciae-fabae collected and purified from a faba bean crop and classified as U. viciae-fabae ex V. faba. Field pea (P. sativum), chickpea (Cicer arientinum), lupin (Lupinus spp.), lentil (L. culinaris), and mung bean (Vigna radiata) genotypes were tested with these isolates, as well as resistant and susceptible genotypes of the faba bean host. Race specificity for these two pathogen isolates was observed on Vicia faba, with two faba bean genotypes showing partial resistance. Both U. viciae-fabae isolates also colonized field pea seedlings and successfully produced uredinia under glasshouse conditions, despite this fungus not being known as a pathogen of Australian field pea crops. No sporulation of either isolate of U. viciae-fabae ex V. faba was observed on any of the remaining legume species tested. However, obvious differences in fungal growth were observed, ranging from small infection sites with very rare haustorium formation in mung bean to more extensive growth and the development of potential uredinial structures in chickpea. These observations are discussed in relation to the phylogenetic relationship of these host and nonhost species.     

番茄褪绿病毒(tomato chlorosis virus)的新寄主:水茄(Solanum torvum Swartz)

Tomato chlorosis virus (ToCV) is a plant virus that is mainly propagated by Bemisia tabaci in a semi-persistent and non-circulative manner.It has a wide range of host plants,and has been reported in many countries,causing serious economic losses in vegetable production.In 2019,we investigated about 10 fields,one ha each in Shouguang,Shandong province (China),and in each field we observed symptoms of interveinal chlorosis on lower leaves of the Solanum torvum Swartz,and a large number of B.tabaci gathered on the back of its leaves.To determine the presence of ToCV,total RNA of S.torvum was extracted followed by RT-PCR.The 1 074 (GenBank accessions number MN545620) and 466 bp (GenBank accessions number MN545621) fragments were gel purified and sequenced.The sequences shared 99.44% and 99.57% similarity with ToCV reference sequence tomato chlorosis virus segment RNA1 (AY903447) and RNA2 (AY903448).The results of insect transmission test confirmed that ToCV can spread from S. torvum to tomato.This study confirms S.torvum as a newly reported host of ToCV.     

应力波在落叶松活立木中传播影响因素数值模拟

探究应力波在落叶松活立木中传播的影响因素,有助于研究应力波在人工林活立木中的传播机理。依据固体介质中的应力波传播理论和弹性力学理论,将活立木看作只由心材层和边材层组成的两层结构材料,基于活立木的正交各向异性假定,利用COMSOL Multiphysics多物理场仿真软件对应力波在活立木中的传播进行了模拟计算,并研究了敲击载荷频率、活立木胸径和心材比对应力波传播的影响。结果表明,应力波波速随着载荷脉冲频率的增大而减小;对于胸径为10 cm的活立木模型,当传播距离达到1. 2 m时,应力波波阵面已经转换为一维平面波,而对于胸径超过30 cm的活立木模型,应力波在0～1. 2 m传播距离内是以三维膨胀波的形式传播;活立木胸径对应力波的传播速度有影响,当胸径小于10 cm时,波速较小且基本没有发生变化,当胸径从10 cm增加到40 cm时,应力波的波速随着活立木胸径的增加而增加,而当胸径超过40 cm时,波速略微增加后保持相对稳定;应力波在活立木中的波速随着心材比的增大而减小。胸径对应力波在活立木中的传播形式以及波阵面形状有影响,而敲击载荷频率和心材比对应力波在活立木中的传播形式以及波阵面形状没有影响,但三者都会对应力波的传播速度产生影响,数值模拟最佳的敲击载荷频率为2. 5 kHz,应力波在活立木中的传播速度不只取决于边材的力学性能,而是受到心材和边材的共同影响。     

中国樱桃InDel标记开发及其在蔷薇科果树中通用性评价

对栽培和野生中国樱桃进行De novo基因组测序和比对，在全基因组范围内检测筛选出50 617个InDel位点，并挑选均匀分布的200个标记进行验证，其中，27个标记在中国樱桃种内表现出多态性。利用多态性标记，对不同来源的192份中国樱桃（168份栽培和24份野生）种质进行基因型分型，共检测到60个等位基因（N_a），平均每个标记2.2个；基因多样性指数（H_s）为0.010 ~ 0.500，平均0.239；多态性信息含量（PIC）为0.010 ~ 0.375，平均0.198，表明中国樱桃遗传基础相对狭窄。根据聚类结果和地理分布将192份中国樱桃种质大致划分为5个群体。筛选出在蔷薇科李亚科樱属、李属、桃属、杏属、苹果亚科梨属、苹果属和蔷薇亚科草莓属、悬钩子属等重要果树共8个属156个个体中表现出较好通用性标记34个。物种与中国樱桃亲缘关系越近，InDel标记的多态性越高。     

云南怒江傈僳族自治州古树名木资源现状调查

对怒江傈僳族自治州人为活动区域古树名木资源现状进行调查。结果表明:共记录到古树名木496株,涉及36科54属76种,其中有8种国家重点保护野生植物,分别为澜沧黄杉、秃杉、南方红豆杉、云南榧树、千果榄仁、红椿、光叶珙桐和香果树;怒江州古树名木主要分布在乡村街道及远郊野外,占总数的98.8%,63.6%的古树生长在海拔1500~1999 m;古树名木的生长环境及长势总体较好,但保护力度相对薄弱,应采取相关措施加强保护和管理。     

Freshwater nucleated pearl quality is influenced by host mussel growth traits in Hyriopsis cumingii

Hyriopsis cumingii is one of the most important freshwater pearl mussels in China. Recently, this species can produce freshwater nucleated pearls of high quality. Here, we investigated whether nucleated pearl quality is influenced by the growth traits of the host mussel or other factors like cultivation period. We implanted host mussels with a spherical nucleus consisting of a small piece of mantle tissue from donor mussels. After 24 and 36 months of culture, host mussel growth traits including body weight and shell length, height, width and weight were recorded. These factors were then correlated with the quality traits of the pearls they produced, such as nacre thickness, size, weight, lustre and colour. Results indicated pearls obtained at 36 months after seeding were significantly larger in terms of nacre thickness, size and weight compared to those harvested at 24 months. In particular, nacre thickness (r = 0.33–0.48, P = 0.00), pearl size (r = 0.39–0.43, P = 0.00) and pearl weight (r = 0.35–0.47, P = 0.00) were showed to be significantly correlated with host mussels shell length, body weight and shell weight at 24 or 36 months. Larger and heavier host mussels tended to produce bigger pearls. In contrast, host mussels did not affect pearl colour. Cumulatively, our results suggest that longer culturing times and a larger host mussel may help produce better quality nucleated pearl. This information can help guide selective breeding programs designed to improve pearl quality produced by H. cumingii.     

Local adaptation studies and conservation: Parasite–host interactions between the endangered freshwater mussel Unio crassus and its host fish

1. Parasite–host interactions can involve strong reciprocal selection pressure, and may lead to locally adapted specializations. The highly threatened unionoid mussels are temporary parasites on fish, but local adaptation has not yet been investigated for many species.
2. Patterns of local adaptation of one of Europe's most threatened unionoids, the thick‐shelled river mussel (Unio crassus) were investigated. Eurasian minnows (Phoxinus phoxinus) from two rivers (separate drainage areas) were cross‐infested in the laboratory with sympatric and allopatric mussel larvae, while bullheads (Cottus gobio), inhabiting only one of the rivers, were infested with sympatric or allopatric mussel larvae. Larval encystment, juvenile mussel excystment and survival were measured.
3. For one river, but not the other, juvenile excystment from P. phoxinus was highest when infested with sympatric mussels. The opposite pattern was found for C. gobio in this river, where juvenile excystment and post‐parasitic juvenile survival from allopatric C. gobio were highest. The results thus cannot confirm local adaptation of U. crassus to P. phoxinus in the study rivers, as excystment was not consistently higher in all sympatric mussel–host combinations, whereas there were potential maladaptive signs of U. crassus in relation to C. gobio. There was no loss of encysted larvae 3 days after infestation until juvenile excystment. Most juveniles were excysted between 17 and 29 days after infestation, and the numbers of excysted juveniles increased with fish size.
4. The results have implications for parasite–host ecology and conservation management with regard to unionoid propagation and re‐introduction. This includes the need to (1) test suitability and adaptation patterns between U. crassus and multiple host fish species, (2) evaluate the suitability of certain unionoids and host fish strains after more than 3 days, and (3) determine whether large fish produce more juvenile mussels than smaller fish.