基于随机森林算法和气象因子的砀山酥梨始花期预报   总被引：5，自引：4，他引：1  

李德  陈文涛  乐章燕  范孝玲  孙义  孟雅婷  杨健 《农业工程学报》2020,36(12):143-151

准确预报始花期是制定砀山酥梨花期管理措施和赏花活动方案的重要基础。该文利用1983-2018年砀山酥梨始花期的定位观测物候数据和平行观测的气象资料，采用线性趋势法，揭示始花期演变趋势；采用相关分析，筛选影响始花期的关键气象因子，依据不同预报日期构成特征变量集；采用随机森林算法（Random Forest, RF），自3月11日开始预报到3月25日终止预报，每日训练1个预报模型。结果表明，1）1983－2018年始花期呈极显著提早发生趋势，每10a约提前2.750 d（P＜0.001）。2）16个逐日气象预报模型中，共计有200个气象因子与始花期早迟密切相关，相关系数在0.469～0.789之间；各气象预报模型的训练集与测试集的平均正确率（Nd）分别为92.9%和75.5%、平均均方根误差（RMSE）分别为1.693～2.870和2.240～7.237、平均决定系数（R2）分别为0.891和0.701。3）2019年试验预报中，提前15日准确预报出当年始花期。该文研究表明RF在梨树始花期逐日气象预报中有一定业务应用潜力，预报准确率基本满足气象服务需求。  相似文献   

Study on Expression and Preliminary Immunocompetence of CIC Protein Containing Molecular Adjuvants     

ZHANG Shao-duo  LAI Yi-jun  JIANG Hui  CHENG Xin-ran  YE Yu-ting  HE Xi-yu  XU Le  SONG Bai-fen  YU Li-quan  CUI Yu-dong  MA Jin-zhu 《中国畜牧兽医》2017,44(12):3612-3617

To express CTB-IsdBid-Clfais(CIC) protein and evaluate its immunogenicity, CTB (as a molecular adjuvant) could be tandem linked with IsdBid-Clfais gene by the overlapping PCR method, then CTB-IsdBid-Clfais(CIC) was inserted into pET-32a(+) vector to construct recombinant plasmids pET-32a(+)-CTB-IsdBid-Clfais. The recombinant plasmids pET-32a(+)-CTB-IsdBid-Clfais were transformed into Escherichia coli (E.coli) BL21 to express the CTB-IsdBid-Clfa(CIC) protein, the CIC expression protein and its immune activity were detected by Western blotting and ELISA,respectively. The results showed that the length of CIC gene were 2 072 bp, and CIC was correctly inserted into the pET-32a(+) plasmids, the pET-32a(+)-CTB-IsdBid-Clfais recombinant plasmids were successfully constructed. Western blotting result confirmed that the molecular weight of CIC proteins was 95.9 ku, which were correctly expressed by E.coli BL21 with pET-32a (+)-CTB-IsdBid-Clfais plasmids. ELISA results showed that there was no significant difference among the CIC, IsdBid and Clfais protein groups (P>0.05), and there was extremely significant difference between CIC and BSA protein groups (P<0.01). In conclusion, the pET-32a(+)-CTB-IsdBid-Clfais recombinant plasmids were successfully constructed, CIC proteins were correctly expressed, and were able to react with serum from mice immunized with IsdBid and Clfais,respectively,therefore, CIC proteins had strong immune activity.  相似文献   

Flavan-3-ols and procyanidins in grape seeds: biodiversity and relationships among wild and cultivated vines     

Mehdi Trad  Carine Le Bourvellec  Hmida Ben Hamda  Catherine M. G. C. Renard  Mounira Harbi 《Euphytica》2017,213(11):242

Flavan-3-ol monomers and polymers composition of seeds from wild (17) and autochthonous (8) Vitis vinifera grapes growing in northern Tunisia were evaluated. Wild grape seeds were spherical with a small beak and relatively a high seed/berry ratio (~ 18.1%w/w). Local cultivars developed pyriform-shaped seeds with a well-developed beak representing on average 2.2% of total weight of the berry. Flavanol concentrations ranged between 40.9 and 67.5 mg/g FW in seeds from wild accessions and between 48.9 and 96.7 mg/g FW in seeds from cultivated grapes. Differences between accessions were highly significant (p < 0.01) and seeds from cultivar ‘Boukhasla’ showed the highest polyphenols content. Among flavan-3-ol monomers, (+)-catechin was predominant for all ecotypes and generally their abundance was: (+)-catechin (Cat) > (?)-epicatechin (Ec) > (?)-epicatechin-3-O-gallate (EcG). The Cat/Ec ratio was approximately 1.7 for wild grapes while it was about 2.5 for cultivated grapes. Procyanidins in wild seeds differed from cultivated ones by a lower mDP and higher proportions of galloylated derivatives, likely to affect fruit bitterness and astringency. (?)-epicatechin was the main extension subunit in grape seed procyanidins, reaching on average 52% in wild and 58% in cultivated seeds. Hierarchical cluster analysis based on seeds morphometry and procyanidin profile indicated close proximity between some wild and cultivated grapes suggesting that some cultivars derived from ancestral events of local domestication or cross hybridization with native wild plants.  相似文献   

Soil CO2 emission in sugarcane management systems     

Rose Luiza Moraes Tavares  Zigomar Menezes de Souza  Diego Silva Siqueira  Newton La Scala Júnior  Alan Rodrigo Panosso 《Acta Agriculturae Scandinavica, Section B - Plant Soil Science》2013,63(8):755-762

Sugarcane management systems affect soil attributes such as the carbon cycle. This fact has stimulated the sugar and alcohol industry to refine the sugarcane production systems by replacing the pre-harvest burning (PB) and manual harvest with mechanized harvesting followed by residue deposition. The aim of this study was to evaluate different management systems with respect to C cycling carbon dioxide and soil parameters (chemical, physical and biological) which were determined over the season. Three sugarcane cultivation systems were evaluated at the following periods: (a) PB, (b) 5-year green harvest and (c) 10-year green harvest. The results indicated that CO₂ emission was 36% greater in the 10-year sugarcane green harvest system than in the PB system. The bulk density and macroporosity were the factors that were most affected by the different sugarcane management systems and that significantly influenced soil CO₂ emissions. The principal component analysis showed that soil CO₂ emission was 18% influenced by base saturation (V%) and 14% by pH, especially in the PB area. Additionally, 19% was affected by carbon and macroporosity in the 5- and 10-year green harvest areas, respectively. From our results, it can be concluded that the most CO₂ emissions are in the areas of sugarcane green, this is due to the higher carbon concentration when compared with the area of burning sugarcane. The parameters that most influenced the CO₂ emissions were bulk density, porosity, macroporosity, pH and V%.  相似文献   

Effect of feed restriction on dairy cow milk production: a review     

Antoine Leduc  Sylvain Souchet  Marine Gel  Fabienne Le Provost  Marion Boutinaud 《Journal of animal science》2021,99(7)

In the dairy cow, negative energy balance affects milk yield and composition as well as animal health. Studying the effects of negative energy balance on dairy cow milk production is thus essential. Feed restriction (FR) experiments attempting to reproduce negative energy balance by reducing the quantity or quality of the diet were conducted in order to better describe the animal physiology changes. The study of FR is also of interest since with climate change issues, cows may be increasingly faced with periods of drought leading to a shortage of forages. The aim of this article is to review the effects of FR during lactation in dairy cows to obtain a better understanding of metabolism changes and how it affects mammary gland activity and milk production and composition. A total of 41 papers studying FR in lactating cows were used to investigate physiological changes induced by these protocols. FR protocols affect the entire animal metabolism as indicated by changes in blood metabolites such as a decrease in glucose concentration and an increase in non-esterified fatty acid or β-hydroxybutyrate concentrations; hormonal regulations such as a decrease in insulin and insulin-like growth factor I or an increase in growth hormone concentrations. These variations indicated a mobilization of body reserve in most studies. FR also affects mammary gland activity through changes in gene expression and could affect mammary cell turnover through cell apoptosis, cell proliferation, and exfoliation of mammary epithelial cells into milk. Because of modifications of the mammary gland and general metabolism, FR decreases milk production and can affect milk composition with decreased lactose and protein concentrations and increased fat concentration. These effects, however, can vary widely depending on the type of restriction, its duration and intensity, or the stage of lactation in which it takes place. Finally, to avoid yield loss and metabolic disorders, it is important to identify reliable biomarkers to monitor energy balance.  相似文献   

番鸭产蛋各期肝脂肪酸组成及AMPK信号通路基因表达研究     

朱文俊  陈兴勇  刘乐  刘政权  赵羽彤  耿照玉 《畜牧兽医学报》2021,52(9):2429-2438

旨在探究产蛋各期番鸭肝腺苷酸活化蛋白激酶（AMPK）信号通路基因表达和肝脂肪酸组成,为番鸭肝脂质代谢应答产蛋提供机理研究。本研究选取开产前22周龄、产蛋初期30周龄、产蛋中期40周龄和产蛋末期60周龄母番鸭各15羽,全自动生化仪测定血脂水平,苏木精-伊红（HE）染色和油红O染色观察肝组织学结构,实时荧光定量PCR （qRT-PCR）检测肝AMPK通路基因表达,气相色谱-质谱联用法（GC-MS）检测产蛋各期肝脂肪酸组成。结果表明,总胆固醇（TC）、低密度脂蛋白胆固醇（LDL-C）、甘油三酯（TG）和极低密度脂蛋白胆固醇（VLDL-C）水平在40周龄显著高于22、30和60周龄（P<0.05）;高密度脂蛋白胆固醇（HDL-C）水平在30和40周龄显著低于22和60周龄（P<0.05）。肝HE和油红O染色切片显示,肝在22周龄呈实质状,至产蛋40和60周龄,肝脂滴沉积明显（P<0.05）。AMPKα1在22、30、40和60周龄呈本底低水平表达,并显著低于产蛋各期肉碱脂酰转移酶1（CPT1）和脂肪酸合成酶（FAS）的表达量（P<0.05）,FAS在22、40和60周龄均呈高水平表达（P<0.05）;羟甲基戊二酰辅酶A还原酶（HMGR）、肝细胞核因子4α（HNF4α）、乙酰辅酶A羧化酶1（ACC1）和固醇调控元件结合蛋白-1（SREBP1c）在40周龄表达量显著高于22和30周龄（P<0.05）。肝中饱和脂肪酸（SFA）、单不饱和脂肪酸（MUFA）和多不饱和脂肪酸（PUFA）主要由C16∶0、C18∶0、C18∶1和C20∶2 n-6构成,分别占总脂肪酸含量的32%、16%、30%和9%。C14∶0和C16∶0含量在40周龄显著高于22周龄（P<0.05）;C24∶0、C20∶2 n-6和PUFA含量在60周龄显著高于22和40周龄（P<0.05）。综上,番鸭产蛋期肝通过上调FAS等脂质合成基因表达,合成大量长链脂肪酸,沉积于肝,并增加血脂水平。  相似文献   

Candidate gene expression and coding sequence variants in Warmblood horses with myofibrillar myopathy     

Zoë J. Williams  Deborah Velez-Irizarry  Jessica L. Petersen  Julien Ochala  Carrie J. Finno  Stephanie J. Valberg 《Equine veterinary journal》2021,53(2):306-315

  相似文献   

感染16型蓝舌病病毒后绵羊部分细胞因子消长特点研究     

苗海生  寇美玲  谢佳芮  李乐  李华春 《中国畜牧兽医》2021,48(1):296-302

本试验旨在探明绵羊感染16型蓝舌病病毒（Bluetongue virus type 16,BTV16）后细胞因子IFN-γ、IL-2、IL-4和IL-10的消长特点。用实时荧光定量PCR检测方法对感染BTV16后3只绵羊上述4种因子mRNA进行检测,同时设立阴性对照绵羊,并以0 d mRNA为基准,计算mRNA的相对表达量,同时检测病毒抗体效价、测量绵羊体温。结果显示,接种BTV16的3只绵羊均不同程度产生抗体和体温症状,4种细胞因子的mRNA在接种病毒2~4 d内均出现显著上升,其中IFN-γ峰值在2.58~27.84倍之间,IL-2峰值在5.24~17.19倍之间,IL-4峰值在2.16~3.43倍之间,IL-10峰值在15.78~48.77倍之间,个体上升幅度存在显著差异,4种细胞因子均在高水平持续6 d左右后逐渐下降。对照绵羊上述参数在正常范围内波动。本研究阐明了接种BTV16后绵羊细胞因子IFN-γ、IL-2、IL-4、IL-10在转录水平上的消长特点,为进一步深入开展BTV感染特征、宿主机体免疫机制研究提供参考。  相似文献   

伪狂犬病病毒在NF-κB家族p65基因敲除细胞系的复制规律研究     

常雯茹  段利芳  杨乐  马英先  王棋  翟云云  周鲁豫  张爽  明胜利  杨国宇  王江  褚贝贝 《中国畜牧兽医》2021,(1)

试验旨在研究伪狂犬病病毒(PRV)在NF-κB家族p65基因敲除细胞系中的复制规律。利用慢病毒介导的CRISPR/Cas9基因定点修饰技术构建猪肺泡巨噬细胞(3D4/21)p65基因稳定敲除细胞系。通过构建p65-sgRNA重组质粒,转染至HEK293T/17细胞,收取慢病毒,感染3D4/21细胞后利用嘌呤霉素筛选获得多克隆细胞系,T7核酸酶检测敲除效率,再通过有限稀释法获得3D4/21-p65^-/-的稳定细胞系。CCK-8试剂盒检测3D4/21细胞中敲除p65基因后对细胞增殖的影响;流式细胞术检测PRV-GFP感染3D4/21及3D4/21-p65^-/-细胞后病毒增殖的差异;实时定量PCR检测PRV感染3D4/21及3D4/21-p65^-/-细胞后PRV gB、TK基因mRNA表达水平及PRV感染细胞诱导的IL-1β和IL-6基因mRNA水平表达的变化;Western blotting检测PRV-QXX感染3D4/21及3D4/21-p65^-/-细胞后PRV gB、gE蛋白的表达;滴度测定检测PRV-QXX感染3D4/21及3D4/21-p65^-/-细胞后子代病毒滴度。结果表明,sgRNA2和sgRNA3的基因编辑效率较高,对其进行克隆化培养进而获得敲除p65基因的稳定表达细胞系;CCK-8试剂盒检测细胞活力表明,p65基因敲除对细胞活力无影响;流式细胞仪检测表明,同一时间点PRV-GFP在3D4/21-p65^-/-中的增殖显著高于对照细胞;实时荧光定量PCR表明在3D4/21细胞中敲除p65基因促进了PRV gB、TK基因的mRNA表达水平,而抑制了IL-1β、IL-6基因的mRNA表达;Western blotting结果表明,在3D4/21细胞中敲除p65基因促进了PRV gB、gE蛋白的表达;滴度测定结果表明,同一时间点PRV-QXX在3D4/21-p65^-/-细胞中子代病毒的复制显著高于对照细胞。以上结果均表明,p65基因敲除可促进PRV在3D4/21细胞中复制。  相似文献   

伪狂犬病病毒在NF-κB家族p65基因敲除细胞系的复制规律研究     

常雯茹  段利芳  杨乐  马英先  王棋  翟云云  周鲁豫  张爽  明胜利  杨国宇  王江  褚贝贝 《中国畜牧兽医》2021,48(1):83-92

试验旨在研究伪狂犬病病毒（PRV）在NF-κB家族p65基因敲除细胞系中的复制规律。利用慢病毒介导的CRISPR/Cas9基因定点修饰技术构建猪肺泡巨噬细胞（3D4/21）p65基因稳定敲除细胞系。通过构建p65-sgRNA重组质粒,转染至HEK293T/17细胞,收取慢病毒,感染3D4/21细胞后利用嘌呤霉素筛选获得多克隆细胞系,T7核酸酶检测敲除效率,再通过有限稀释法获得3D4/21-p65^-/-的稳定细胞系。CCK-8试剂盒检测3D4/21细胞中敲除p65基因后对细胞增殖的影响;流式细胞术检测PRV-GFP感染3D4/21及3D4/21-p65^-/-细胞后病毒增殖的差异;实时定量PCR检测PRV感染3D4/21及3D4/21-p65^-/-细胞后PRV gB、TK基因mRNA表达水平及PRV感染细胞诱导的IL-1β和IL-6基因mRNA水平表达的变化;Western blotting检测PRV-QXX感染3D4/21及3D4/21-p65^-/-细胞后PRV gB、gE蛋白的表达;滴度测定检测PRV-QXX感染3D4/21及3D4/21-p65^-/-细胞后子代病毒滴度。结果表明,sgRNA2和sgRNA3的基因编辑效率较高,对其进行克隆化培养进而获得敲除p65基因的稳定表达细胞系;CCK-8试剂盒检测细胞活力表明,p65基因敲除对细胞活力无影响;流式细胞仪检测表明,同一时间点PRV-GFP在3D4/21-p65^-/-中的增殖显著高于对照细胞;实时荧光定量PCR表明在3D4/21细胞中敲除p65基因促进了PRV gB、TK基因的mRNA表达水平,而抑制了IL-1β、IL-6基因的mRNA表达;Western blotting结果表明,在3D4/21细胞中敲除p65基因促进了PRV gB、gE蛋白的表达;滴度测定结果表明,同一时间点PRV-QXX在3D4/21-p65^-/-细胞中子代病毒的复制显著高于对照细胞。以上结果均表明,p65基因敲除可促进PRV在3D4/21细胞中复制。  相似文献