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.     

Protective efficacy of an H5/H7 trivalent inactivated vaccine produced from Re-11, Re-12, and H7-Re2 strains against challenge with different H5 and H7 viruses in chickens

We developed an H5/H7 trivalent inactivated vaccine by using Re-11, Re-12, and H7-Re2 vaccine seed viruses, which were generated by reverse genetics and derived their HA genes from A/duck/Guizhou/S4184/2017(H5 N6)(DK/GZ/S4184/17)(a clade 2.3.4.4 d virus), A/chicken/Liaoning/SD007/2017(H5 N1)(CK/LN/SD007/17)(a clade 2.3.2.1 d virus), and A/chicken/Guangxi/SD098/2017(H7 N9)(CK/GX/SD098/17), respectively. The protective efficacy of this novel vaccine and that of the recently used H5/H7 bivalent inactivated vaccine against different H5 and H7 N9 viruses was evaluated in chickens. We found that the H5/H7 bivalent vaccine provided solid protection against the H7 N9 virus CK/GX/SD098/17, but only 50–60% protection against different H5 viruses. In contrast, the novel H5/H7 trivalent vaccine provided complete protection against the H5 and H7 viruses tested. Our study underscores the importance of timely updating of vaccines for avian influenza control.     

Zerumbone attenuates MPP+-induced cytotoxicity in human neuroblastoma SH-SY5Y cells by inhibition of oxidative stress

AIM: To investigate the role of zerumbone (ZER) in 1-methyl-4-phenylpyridinium (MPP⁺)-induced cytotoxicity of human neuroblastoma SH-SY5Y cells. METHODS: Human neuroblastoma SH-SY5Y cells were cultured in vitro and the protective effect of ZER against MPP⁺-induced cytotoxicity was measured by CCK-8 assay. Flow cytometry was used to determine the apoptosis and reactive oxygen species (ROS). The expression of Parkinson disease protein 7 (PARK7) was knocked-down by using PARK7-specific short hairpin RNA (shRNA). The protein levels of PARK7, nuclear factor E2-related factor 2 (Nrf2) and heme oxygenase-1 (HO-1) were determined by Western blot. RESULTS: MMP⁺ remarkably reduced the cell viability in a dose-dependent and time-dependent manner. The SH-SY5Y cell injury model was established by treatment with MPP⁺ at 600 μmol/L for 24 h. ZER up-regulated the protein levels of PARK7 and Nrf2 (P<0.05), alleviated apoptosis (P<0.05), and reduced ROS production (P<0.05) in the SH-SY5Y cell injury model. Meanwhile, N-acetyl-L-cysteine (NAC) had the similar functions. Moreover, significant reductions in the protein levels of Nrf2 and HO-1 (P<0.05), and obvious increases in apoptosis (P<0.05) and ROS level (P<0.05) were demonstrated in PARK7-knockdown cells. CONCLUSION: ZER protects SH-SY5Y cells against MPP⁺-induced cytotoxi-city, which may be related to activation of PARK7/Nrf2/HO-1 pathway, and subsequent attenuation of oxidative stress and apoptosis.     

CRISPR/cas系统及其在家禽上的应用研究进展

CRISPR/cas是一种获得性免疫防御系统,广泛存在于细菌和古细菌中。Strep tococcus pyogenes cas9(Spcas9)作为目前研究最多、最清楚的效应蛋白,因其酶活性高和靶点广而被应用于生命科学各个领域,但Spcas9分子量大、脱靶率高等缺点在一定程度上限制了其应用。随着CRISPR系统技术被深入开发,一些新效应蛋白被发现,本文就CRISPR/cas系统分类、原理、新效应蛋白发现及cas9(S.Pyogenes)多种变构体技术开发在及家禽上的应用进行综述,为相关领域的研究提供参考。     

JT6120乘客座椅靠背曲线静态舒适性评价研究

The aim of this research was to evaluate a passenger seat of a new type bus in terms of eomfort. A fuzzy set model of multistage comfort scale (MCS) was adopted to the assessment of comfort, together with the techniques of human backshape and EMG measures     

交沙霉素等四种药物对雏鸡隐孢子虫病的预防效果

对经口感染(4.0×10~5个/鸡)贝氏隐孢子虫(Cryptosporidium baileyi)卵囊的雏鸡在其饲料中分别添加交沙霉素(4.0g/kg)、复方新诺明(4.9g/kg)、大蒜素(400mgkg/)、甲硝唑(2.0g/ks),任鸡自由采食,连用7d.结果表明,实验鸡潜隐期延长,粪中卵囊数显著降低,体重明显增加,血液学值及血清酶学指标与健康对照鸡无明显差异.由此证明,这4种药物对实验性雏鸡隐孢子虫病有不同程度的预防作用.     

L波段低噪声放大器的电路设计与性能分析

闸述了L波段低噪声晶体管放大器中各种降低噪声措施的基本原理,给出了低噪声电路设计的一般原则,以及L波段卫星地面接收系统前端低噪声高频放大器输入级中噪声匹配电路的设计举例.     

S195—1型低背压排气消声器的设计研究

本文以内燃机排气噪声必需的消声量频率特性作为设计消声器的依据,论述了扩张室式和穿孔板复合消声器的设计.试验表明,采用这种新型复合消声器后,S195柴油机排气噪声得到了有效控制.