基于注意力机制及多尺度特征融合的番茄叶片缺素图像分类方法

针对番茄早期缺素性状不明显及各生长期特征差异较大所导致的特征区域尺寸不一致、难提取、难辩别等问题，提出了一种基于注意力机制及多尺度特征融合卷积神经网络的番茄叶片缺素图像分类方法（Multi-Scale Feature Fusion Convolutional Neural Networks Based On Atte ntion Mechanism，MSFF-AM-CNNs）。首先根据番茄叶片缺素特点提出了多尺度特征融合结构（Multi-Scale Feature Fusion Module，MSFF Module）；其次在DenseNet基础上，结合浅层网络主要提取纹理、细节特征，深层网络主要提取轮廓、形状特征的特点分别提出具有针对性的特征提取方法，通过不同形式引入注意力机制及多尺度特征融合结构，使全局多尺度信息融合多个特征通道、选择性地强调信息特征并达到对特征精准定位的功能；同时引入Focal Loss函数以减少易分类样本的权重。试验结果表明，MSFF-AM-CNNs的平均召回率、平均F1得分、平均准确率较原模型DenseNet-121均大幅提升，其中缺氮和缺钾叶片的准确率分别提高了8.06和6.14个百分点，召回率分别提高了6.31和5.00个百分点，F1得分分别提高了7.25和5.55个百分点，平均识别准确率可达95.92%，具有较高的识别准确率及广泛的适用性，能够满足番茄叶片缺素图像的高精度分类需求，可为植物叶片缺素识别提供参考。     

中晚熟粒用高粱不同组合杂交种的筛选

为选育优质中晚熟粒用高粱新材料,本试验采用单因素随机区组设计,以4份不同杂交组合高粱亲本为试验材料,分析不同组合杂交种的生育期、农艺性状及产量性状的差异,筛选最佳的中晚熟粒用高粱组合。高粱组合杂交种的生育期存在差异,但相差不大,生育期最长的高粱组合23A×014-52,生育期为134天,生育期最短的高粱组合147A×014-34,生育期为123天;高粱组合23A×014-52的农艺性状较好;与对照相比,增产的高粱组合为23A×014-52、27A×017-95,其中高粱组合23A×014-52增产明显,较对照高出30.06%。结合分析农艺性状、产量性状等,高粱组合23A×014-52杂种优势较突出,可以作为培育中晚熟粒用高粱的亲本材料。     

Multiplication of the Recombinant Strain Re-7 of Avian Influenza Virus Subtype H5 in MDCK Cells

This study was conducted to explore the multiplication pattern of the recombinant strain Re-7 of avian influenza virus subtype H5 in Madin Darby Canine Kidney(MDCK) cells and to determine the optimal multiplicity of infection(MOI) and the optimal time for virus harvest. The recombinant strain Re-7 was inoculated at different MOIs into MDCK cells grown in serum-free medium in 100 L bioreactors for replication. Then,the hemagglutination(HA) titer, 50% tissue culture infectious dose(TCID50) and 50% embryo infectious dose(EID50) of culture medium were measured once every 12 h from 24 h after virus inoculation to determine the optimal MOI. After that, virus was inoculated at the optimal MOI deter-mined above into MDCK cells for large-scale virus replication to determine the optimal time for virus harvest. The results showed that the optimal MOI was 10~(-2), and the optimal time for virus harvest was 60 h after inoculation. Under these conditions, the HA titer, TCID_(50) per 1 m L and EID50 per 0.1 m L were increased to 1∶102 4, 10~(7.33) and 10~(6.83), respectively. This study provides relatively stable parameters for large-scale production of the recombinant strain Re-7 of avian influenza virus subtype H5.     

Responses of carbon metabolism and antioxidant system of summer maize to waterlogging at different stages

A field experiment was performed to explore responses of carbon metabolism, antioxidant system and endogenous hormone content of summer maize hybrids DengHai605 (DH605) and ZhengDan958 (ZD958) to waterlogging at the third leaf stage (V3), the sixth leaf stage (V6) and the 10th day after the tasselling stage (10VT). Results showed that waterlogging significantly decreased the contents of zeatin riboside (ZR), indole‐3‐acetic acid (IAA) and gibberellic acid (GA), compared to those of CK. However, leaf abscisic acid (ABA) content was significantly increased by waterlogging at different stages, with the most significant increase was found in the treatment of waterlogging at V3 (V3‐W), with an increase of 30% and 29% for DH605 and ZD958, respectively. Waterlogging significantly decreased antioxidative enzyme activities, accelerating leaf senescence, resulted in the disorder of leaf gas exchange parameters and chlorophyll fluorescence parameters. In addition, waterlogging decreased key enzyme activities of carbon metabolism (ribulose bisphosphate carboxylase and phosphoenolpyruvate carboxylase), with the most significant reduction in V3‐W, with a decrease of 46% and 49% for DH605, and 53% and 55% for ZD958, respectively. Visibly, waterlogging disturbed carbon metabolism, affected plant endogenous hormone content, accelerated leaf senescence and eventually resulted in a significant reduction in photosynthetic characteristic and grain yield. V3 was most susceptible to waterlogging, followed by V6 and 10VT.     

Predictive Modeling for Growth and Enterotoxin Production of Staphylococcus aureus in Milk

Predictive microbiology was utilized to model Staphylococcus aureus(S. aureus) growth and staphylococcal enterotoxin A(SEA) production in milk in this study. The modified logistic model, modified Gompertz model and Baranyi model were applied to model growth data of S. aureus between 15℃ and 37℃. Model comparisons indicated that Baranyi model described the growth data more accurately than two others with a mean square error of 0.0129. Growth rates generated from Baranyi model matched the observed ones with a bias factor of 0.999 and an accuracy factor of 1.01, and fit a square root model with respect to temperature; other two modified models both overestimated the observed ones. SEA amount began to be detected when the cell number reached 10~(6.4) cfu · mL~(-1), and showed the linear correlation with time. Besides, the rate of SEA production fitted an exponential relationship as a function of temperature. Predictions based on the study could be applied to indicate possible growth of S. aureus and prevent the occurrence of staphylococcal food poisoning.     

Guinea Pig Model of Uterine Leiomyoma Established by Intragastric Administration of Estrogen

[Objective] The paper was to establish the guinea pig model of uterine leiomyoma by intragastric administration of estrogen and to dis-cuss the effect of different doses and administration cycles on formation of uterine leiomyoma. [Method] Mature female guinea pigs were divided into short term model group and long term model group, and intragastrically administrated with estradiol valerate at the dose of 0.1 mg/100 g body weight twice a week for 6 and 8 weeks respectively. Guinea pigs intragastrically administrated with equal volume of normal saline were set as con-trol. After 6 or 8 weeks, the guinea pigs were sacrificed. The serum levels of estrogen and progesterone were measured by ELISA and the leiomyoma formation rate was measured. Histological changes were compared between treatment group and control group with HE staining. [Results] The leiomyoma formation rate was 30% in short term model group and 40% in long term model group. The overall leiomyoma formation rate was 35%.The serum level of estrogen in model animals increased significantly and the progesterone level decreased in long term model group. Histopathologi-cal examination confirmed that the guinea pig model of uterine leiomyoma was established successfully. [Conclusions] Intragastric administration of estrogen is a simple and effective method for establishing guinea pigs model of uterine leiomyoma.     

中华绒螯蟹微孢子虫研究进展

微孢子虫是专性细胞内寄生的真核生物,有着广泛的宿主。中华绒螯蟹微孢子虫可以引起中华绒螯蟹微孢子虫病,因此而受到重视。本文简要综述了中华绒螯蟹微孢子虫的生物学特性,检测方法以及中华绒螯蟹微孢子虫病的研究现状,以期为有效防治河蟹微孢子虫病提供参考。     

禅茶馆的定位与室内设计初探

以禅茶馆——茶馆领域新业态为研究对象,在探讨了茶文化与禅文化相互交融形成"茶禅一味"理念的基础上,对禅茶馆进行了定义,围绕着茶馆"禅意"的呈现,提出了"六根共识"——即"眼、鼻、耳、舌、身、意"的全方位感受的室内设计方案,以期为禅茶馆的设计提供有益参考,传承和弘扬中华优秀传统文化。     

Dietary fishmeal levels affect the volatile compounds in cooked muscle of farmed large yellow croaker Larimichthys crocea

A comparative study on the volatile compounds in cooked muscle of wild and farmed large yellow croaker (LYC) was conducted. The two farmed LYC groups were fed with diets containing 44% (CF) and 25% (LF) of fish meal (FM) respectively. Results showed that 48 volatiles, including aldehydes, alcohols, ketones, hydrocarbons, aromatics, acids, esters, furans and miscellaneous compound, were detected in cooked fillets. The LF group had significantly lower amounts of total aldehydes and ketones, higher content of miscellaneous compound in cooked fillets than that in the CF and wild groups (p < .05). Compared with the wild group, the LF group had significantly lower amounts of total alcohols, acids and esters, while the CF group had significantly lower amounts of total aldehydes, higher content of total ketones in cooked muscle (p < .05). According to the principal component analysis (PCA), some volatiles (propanal, nonanal, etc.) could be considered as sensitive indicators to classify cooked muscle samples. In conclusion, differences in the volatiles in the cooked muscle between the wild and farmed LYC have been found. Low level of dietary FM (25%) changed the volatile profiles in cooked fillets of farmed LYC. A PCA may be useful to screen potential volatiles to classify cooked muscle samples in this study.     

“十二五”期间北疆早熟陆地棉品质育种进展分析

通过分析“十二五”期间新疆审定的早熟陆地棉品种纤维品质变化，研究纤维品质的整体状况及发展趋势，为育种及相关决策做参考。以2011―2015年审定命名的早熟棉花品种（新陆早系列）为对象，按年度对6个主要纤维品质指标进行汇总分析。这5年育成棉花品种的纤维上半部平均长度大多在29～30 mm，断裂比强度集中在29.5～31.0 cN·tex^－1，缺少长度≥31 mm、断裂比强度＞31 cN·tex^－1的品种。马克隆值主要分布在B2和A级，长度整齐度指数、纺纱均匀性指数及断裂伸长率均较优。育成的品种均以普通陆地棉为主，类型相对单一，纤维品质大多在中等偏上；各年度间品种纤维品质水平相当，缺乏优质棉品种。棉花育种应加强行业间协作，引进种质资源，重视纤维品质的培优；制定科学的育种目标，配套相应的品种审定标准。