基于距离相关系数和KNN回归模型的森林蓄积量估测研究

【目的】探究Landsat8 OLI数据和KNN算法在森林蓄积量估测中的潜力。【方法】以湖南省湘潭县为研究区,采用Landsat8 OLI数据和同时期的二类调查数据,通过距离相关系数筛选特征,分别采用线性回归模型(MLR)、K-近邻模型(KNN)、距离加权KNN模型(DW-KNN)和优化欧式KNN模型(FW-KNN)对森林蓄积量进行估测。使用十折交叉方法进行精度检验,对检验结果进行对比分析。【结果】3种KNN模型的估测结果均高于传统的线性模型,并且在3种KNN模型中,FW-KNN算法效果最好,决定系数达到0.69,为3种模型中最高;3种KNN模型中,本研究优化欧氏距离KNN模型的估测精度最高,其均方根误差为30.3%,相比于传统KNN模型的均方根误差降低了5.1%,相比于DW-KNN模型降低了3.3%。【结论】采用DW-KNN蓄积量估测结果明显优于其他两种模型,说明通过特征与蓄积量的相关性优化样本间的距离是一种可行的KNN优化方法。     

Cuticular protein gene LmACP8 is involved in wing morphogenesis in the migratory locust,Locusta migratoria

Cuticular proteins(CPs) are major components of the insect cuticle-associated organs such as integument and wings, although the importance of CPs for wing development and function in hemimetabolous insects remains understudied. In the present study, a wing cuticular protein LmACP8 was identified from Locusta migratoria, which belongs to the RR-2 subfamily of cuticular protein RR consensus(CPR) chitin-binding proteins. LmACP8 was mainly expressed in the wing pads and showed high expression levels before ecdysis of third-, fourth-, and fifth-instar nymphs, with its encoded protein located in the procuticle of wing pads and adult wings. Depletion of LmACP8 by RNA interference markedly reduced the amount of its protein, which consequently caused abnormal wing morphogenesis in the transition from nymph to adult of L. migratoria. We further demonstrated that the abnormal morphogenesis was caused by severe damage of the endocuticle in the wings. LmACP8 was suppressed by 20-hydroxyecdysone(20 E) in vivo, however, its expression was significantly up-regulated after knocking down the hormone receptor gene LmHR39. Thus, the LmACP8 that is negatively regulated by the LmHR39-mediated 20 E signaling pathway is involved in wing development during the nymph to adult transition.     

过表达ZmIBH1-1提高玉米苗期抗旱性

【目的】干旱是严重影响玉米生长发育进程的一个重要因素。挖掘玉米抗旱相关基因,通过转基因功能验证和转录组分析,解析关键基因在响应干旱胁迫过程中的分子调控机制,为抗旱分子育种和遗传改良提供理论依据。【方法】以玉米自交系B104（WT）为背景材料,利用农杆菌介导方法构建过表达ZmIBH1-1转基因株系（ZmIBH1-1-OE）;通过对转基因植株进行草铵膦抗性筛选、标记基因和目的基因PCR检测,以及运用实时荧光定量PCR检测目的基因的表达情况,鉴定阳性植株和株系;以WT和ZmIBH1-1-OE转基因株系为材料,通过干旱处理（20% PEG6000）,进行表型鉴定和耐旱生理生化指标测定,验证ZmIBH1-1的抗旱功能;通过对干旱胁迫下玉米4叶期转录组的比较分析,鉴定出差异表达的基因（differentially expressed genes,DEGs）;结合DAP-seq（DNA affinity purification sequencing）分析,初步确定ZmIBH1-1蛋白直接调控与抗旱相关的下游靶基因,利用基因组可视化软件IGV（integrative genomics viewer）分析ZmIBH1-1蛋白结合候选靶基因的位置,然后通过Dual-Luciferase试验验证ZmIBH1-1蛋白与靶基因的调控关系。【结果】通过玉米遗传转化获得12个转化事件;T₃代中,能同时检测到标记基因Bar和目的基因ZmIBH1-1的植株有458个,实时荧光定量PCR检测结果表明,ZmIBH1-1-OE中ZmIBH1-1的表达量显著高于WT,株系3和株系8表达量最高,将其自交获得T₄代转基因株系用于后续试验。在干旱胁迫条件下,ZmIBH1-1-OE株系存活率、叶片相对含水量、叶绿素含量、可溶性蛋白含量及其生理生化指标（超氧化物歧化酶、过氧化物酶、过氧化氢酶活性）均显著高于WT,说明玉米中过量表达ZmIBH1-1赋予玉米更高的耐旱性。转录组分析结果表明,WT与ZmIBH1-1-OE株系在干旱胁迫下有1 214个差异表达基因;Gene Ontology（GO）功能富集分析结果表明,差异表达基因主要涉及生物过程、细胞组分和分子功能,如在生物过程中主要涉及到光合作用、应激响应、脱水响应等;KEGG富集分析表明,差异表达基因主要参与植物激素信号传导、新陈代谢等过程。结合转录组显著差异表达基因和DAP-Seq分析所得到ZmIBH1-1蛋白的靶基因,初步确定ZmIBH1-1蛋白直接调控与抗旱相关的11个候选靶基因,包括2个钙信号相关基因、3个半胱氨酸代谢相关基因、1个bHLH转录因子、1个应激响应蛋白、1个谷胱甘肽转移酶、1个氧化还原过程蛋白和2个乙烯响应因子;基因组可视化结果显示ZmIBH1-1蛋白可以结合靶基因启动子区;随后通过Dual-Luciferase试验进一步表明,ZmIBH1-1蛋白可以直接作用于11个候选靶基因,其中,ZmIBH1-1蛋白可以促进ZmCa-M、ZmSYCO、ZmbHLH54、ZmGlu-r1、ZmCLPB3和ZmP450-99A2的表达,抑制ZmAGD12、ZmCYS、ZmCYSB、ZmERF-107和ZmEIN3的表达。此外,在干旱胁迫下NAC、WRKY、MYB等转录因子在ZmIBH1-1-OE和WT株系中也存在差异表达。【结论】ZmIBH1-1的过表达可以增强玉米苗期的耐旱性;ZmIBH1-1蛋白通过直接调控乙烯信号通路中的ZmERF-107和ZmEIN3的表达提高玉米的耐旱性;ZmIBH1-1蛋白通过直接调控钙信号相关基因ZmCa-M和ZmAGD12增强玉米的耐旱性;ZmIBH1-1蛋白可能通过间接调控NAC、WRKY、MYB等转录因子响应干旱胁迫。     

Identification of an H1N1 subtype of swine influenza virus and serological analysis

To investigate the epizootic of swine influenza virus(SIV), 60 nasal swabs were collected from a clinical cases of pig farm in Tai'an City, Shandong Province of China in April 2017. SIV was isolated by inoculating into 10-day-old Special Pathogen Free embryonated eggs and the whole genome was sequenced. An H1N1 subtype SIV was isolated and designated as A/swine/Shandong/TA04/2017(H1N1). Phylogenetic analysis showed that apart from the polymerase A(PA) fragment belonging to the 2009 pandemic H1N1 branch, seven genome segments belonged to avian-like H1N1 influenza virus lineage. The cleavage site sequence of the hemagglutinin(HA) protein was PSIQSR↓G, which is a typical molecular biological characteristic. Five potential N-glycosylation sites(N14, N26, N277, N484 and N543) were found in the HA gene. To further investigate the epidemiology of SIV in this farm, the 995 serum samples were assessed with EAH1N1 2009 pandemic H1N1 and H3 N2 antigens. The results showed that the total positive rate was 65.43%. The positive rates of single virus infection detected by EAH1N1, 2009 pdmH1N1 and H3 N2 for serum HI(Hemagglutination inhibition) were 48.35, 30.85 and 7.47%, respectively. The results showed that SIV in Shandong Province has been reassorted in some segments and the SIV-positive rate was high on the SIV outbreak farm. These data provide evidence of an epizootic of SIV.     

辛亥革命前后张謇与袁世凯的交往

张謇与袁世凯的交往长达三十余年,他从最初的相识荐袁、拥袁合作、相互借重到后来的分离,张謇曾幻想依靠袁世凯实现自己“实业救国”的抱负,却以失败而告终。二人分分合合,充满波折的交往过程反映了中国近代资本主义发展的艰难与坎坷。     

试论工科院校大学生的审美教育

工科院校在强调专业教育的同时，没能同样重视审美教育。加强对工科院校大学生的审美教育，有助于培养正确的审美观，提高审美能力;有助于完善知识结构，提升人文精神; 有助于形成独立完善的人格，提升人格境界;有助于培养个性和谐、德智体美全而发展的高素质人才。     

论散打侧踹腿的训练

侧踹腿是武术散打技术中最基本的腿法之一.速度快,力量大,不易防守,而且配合步法运用,变化多端,易于在不同距离上使用,既是进攻性腿法,也是防守性腿法.因此它在散打比赛中的作用非常重要.笔者结合多年的训练实践,阐述了侧踹腿的主要训练手段和在比赛中的合理运用.     

论我党历史上的三次经验总结及其重大意义

在我党历史上先后有过3次大的经验总结，促进了党的自身建设及理论上的成熟。第一次总结为中国民主革命的胜利奠定了基础；第二次总结找到了有中国特色的社会主义建设道路；第三次总结把党对历史经验的总结提高到一个崭新的高度，为全面建设小康社会提供了有力的保证。     

高生物钙线椒新品种“陕椒2001”

线辣椒为陕西省的传统名优特品种。也是唯一能在全国起拳头的出口创汇产品。因其具有“果色鲜红和品佳味香”的特点,在国     

健身与竞技

本文论述了健身与竞技及其联系、区别、宣传全民健身计划、奥运争光计划.重健身,提高人体素质,显示竟技水平,展示中华民族之神气,促进人类文明进步.