Evaluation of Inference Adequacy in Cumulative Logistic Regression Models： An Empirical Validation of ISW-Ridge Relationships

Internal solitary wave propagation over a submarine ridge results in energy dissipation, in which the hydrodynamic interaction between a wave and ridge affects marine environment. This study analyzes the effects of ridge height and potential energy during wave-ridge interaction with a binary and cumulative logistic regression model. In testing the Global Null Hypothesis, all values are p<0.001, with three statistical methods, such as Likelihood Ratio, Score, and Wald. While comparing with two kinds of models, tests values obtained by cumulative logistic regression models are better than those by binary logistic regression models. Although this study employed cumulative logistic regression model, three probability functions p^1, p^2 and p^3, are utilized for investigating the weighted influence of factors on wave reflection. Deviance and Pearson tests are applied to check the goodness-of-fit of the proposed model. The analytical results demonstrated that both ridge height (X1) and potential energy (X2) significantly impact (p<0.0001) the amplitude-based reflected rate; the P-values for the deviance and Pearson are all >0.05 (0.2839, 0.3438, respectively). That is, the goodness-of-fit between ridge height (X1) and potential energy (X2) can further predict parameters under the scenario of the best parsimonious model.Investigation of 6 predictive powers (R2, Max-rescaled R2, Somers'D, Gamma, Tau-a, and c, respectively) indicate that these predictive estimates of the proposed model have better predictive ability than ridge height alone, and are very similar to the interaction of ridge height and potential energy. It can be concluded that the goodness-of-fit and prediction ability of the cumulative logistic regression model are better than that of the binary logistic regression model.     

Velocity potential formulations of highly accurate Boussinesq-type models

The highly accurate Boussinesq-type equations of Madsen et al. (Madsen, P.A., Bingham, H.B., Schäffer, H.A., 2003. Boussinesq-type formulations for fully nonlinear and extremely dispersive water waves: Derivation and analysis. Proc. R. Soc. Lond. A 459, 1075–1104; Madsen, P.A., Fuhrman, D.R., Wang, B., 2006. A Boussinesq-type method for fully nonlinear waves interacting with a rapidly varying bathymetry. Coast. Eng. 53, 487–504); Jamois et al. (Jamois, E., Fuhrman, D.R., Bingham, H.B., Molin, B., 2006. Wave-structure interactions and nonlinear wave processes on the weather side of reflective structures. Coast. Eng. 53, 929–945) are re-derived in a more general framework which establishes the correct relationship between the model in a velocity formulation and a velocity potential formulation. Although most work with this model has used the velocity formulation, the potential formulation is of interest because it reduces the computational effort by approximately a factor of two and facilitates a coupling to other potential flow solvers. A new shoaling enhancement operator is introduced to derive new models (in both formulations) with a velocity profile which is always consistent with the kinematic bottom boundary condition. The true behaviour of the velocity potential formulation with respect to linear shoaling is given for the first time, correcting errors made by Jamois et al. (Jamois, E., Fuhrman, D.R., Bingham, H.B., Molin, B., 2006. Wave-structure interactions and nonlinear wave processes on the weather side of reflective structures. Coast. Eng. 53, 929–945). An exact infinite series solution for the potential is obtained via a Taylor expansion about an arbitrary vertical position z = zˆ. For practical implementation however, the solution is expanded based on a slow variation of zˆ and terms are retained to first-order. With shoaling enhancement, the new models obtain a comparable accuracy in linear shoaling to the original velocity formulation. General consistency relations are also derived which are convenient for verifying that the differential operators satisfy a potential flow and/or conserve mass up to the order of truncation of the model. The performance of the new formulation is validated using computations of linear and nonlinear shoaling problems. The behaviour on a rapidly varying bathymetry is also checked using linear wave reflection from a shelf and Bragg scattering from an undulating bottom. Although the new models perform equally well for Bragg scattering they fail earlier than the existing model for reflection/transmission problems in very deep water.     

Higher harmonics induced by a submerged horizontal plate and a submerged rectangular step in a wave flume

The decomposition of a monochromatic wave over a submerged plate is investigated experimentally in a wave flume. Bound and free higher harmonic modes propagating upstream and downstream the structure are discriminated by means of moving resistive probes. The first-order analysis shows a resonant behaviour linked to the ratio of the plate's width and the fundamental mode wavelength over the plate. The second-order analysis shows an energy transfer from the fundamental mode towards free harmonics propagating downstream the structure. This transfer is linked to the ratio of the width of the plate and the bound harmonic wavelength over the plate. We also performed experiments with a submerged step to compare the efficiency of both structures. The submerged plate is shown to be a more efficient breakwater than the step, at the first as well as the second-order.     

无线VPN技术在数字前兆台网中的应用

VPN技术提供了一种通过公用网络安全地对企业内部专用网络进行远程访问的连接方式。介绍了VPN的技术和原理,并以湖北省数字前兆台网为例,提出了一种无线VPN技术的连接设置方式。它具有运行成本低、使用方便、无线发送、有线接入等特点。     

高频电力线信息传输的电机模型与仿真

研究在电机驱动系统中,电力线通信的建模问题,着重讨论在高频时电机输入阻抗的特性下,电机模型的建立.通过实验测量得到电机和电力线在频率100 kHz～40 MHz的输入阻抗特性曲线,并分析高频输入阻抗的谐振特点.在Matlab中,提出基于阻抗公式的分析法、最小均方值误差估计法以及最优化方法进行模型的参数识别,将得到的参数代入模型中可以得到电机的阻抗模型.电机模型的精确度可以通过仿真曲线和测量曲线的逼近程度看出,从结果看仿真得到的阻抗曲线跟实际测量的阻抗曲线走向基本一致.     

基于NS2的TCPW性能改进算法研究

TCP Westwood(TCPW)和Vegas都是基于测量的TCP New-Reno增强算法。TCPW针对ACK流直接估算可用带宽,在慢启动和线性递增部分依然采用传统Reno的盲目递增的机制,导致发送端较为频繁的重传。对这几种算法原理进行分析阐述,并提出1种改进方法,更精确的测量估计带宽,通过网络仿真工具NS2进行验证,明显去除TCP全局同步现象,增强网络性能。     

重组藻胆蛋白与高等植物类囊体膜之间能量传递的研究

为了探究藻胆蛋白与高等植物类囊体膜之间的光能传递规律,验证重组藻胆蛋白是否可以与高等植物类囊体膜之间的光能传递,本研究分别提取了重组藻红蛋白、重组藻蓝蛋白以及菠菜和韭菜的类囊体进行混合孵育,然后进行了全波长吸收光谱以及荧光光谱检测。结果显示:混合孵育时间为10~20 min有利于重组藻红蛋白和藻蓝蛋白与类囊体膜结合并进行光能传递,最适混合孵育时间随重组藻胆蛋白和类囊体的种类不同而稍有不同;重组藻红蛋白不能与菠菜或韭菜的类囊体膜直接发生光能传递,但是当体系中添加重组藻蓝蛋白的时候就可以;重组藻蓝蛋白可以与类囊体中的叶绿素a直接进行光能传递,使得叶绿素a的荧光发射峰值显著提升,当藻红蛋白和藻蓝蛋白的比例是1∶2时,光能传递效率较高。本研究为藻胆蛋白在构建新型光合系统中的应用提供实验依据。     

海湾扇贝微卫星标记开发及其分离方式分析

利用尼龙膜吸附杂交法构建了海湾扇贝的(AC)_(15)、(AG)_(15)微卫星富集文库,随机挑取3 000个克隆,经菌落原位杂交二次筛选共获得阳性克隆1 268个(42.3%).经序列测定和生物信息学分析后得到521个独立的阳性克隆,其中微卫星506个,小卫星15个.微卫星中,完美型248个,占总数的49.0%;非完美型216个,占42.7%;复合型42个,占8.3%;其中AG/TC重复占70.4%(356个),AC/TG重复29.6%(150个).选择其中的55条序列设计引物,筛选出其中的20对引物检测它们在海湾扇贝CC10家系的双亲和94个子代个体中的分离情况,结果表明:(1) 其中6个位点在母本和子代中发生分离,10个位点在父本和子代中发生分离,4个为双亲共享位点;(2) 2个位点存在无效等位基因;(3) 16个位点符合孟德尔遗传定律,4个位点的子代个体基因型频率偏离孟德尔遗传定律.上述结果表明,这些微卫星引物可以用于构建海湾扇贝的遗传连锁图谱,并且所构建的富集文库适用于微卫星标记的大规模开发.     

裸体方格星虫和可口革囊星虫精子超微结构的比较分析

用透射电子显微镜,观察了裸体方格星虫和可口革囊星虫精子的超微结构.这2种星虫成熟精子均由头部、中部和尾部组成,但其精子头部的超微结构不尽相同:裸体方格星虫精子的头部与可口革囊星虫精子的头部相比较小,由棒状"八"字形顶体与哑铃形细胞核及顶体下腔构成,而顶体下腔内没有明显的顶体棒结构.可口革囊格星虫精子的头部虽也由顶体、顶体下腔和核组成,其顶体呈圆弧形,精核为鸭梨形,核物质电子密度高,核内含空泡,顶体下腔中似有一顶体棒结构.这2种星虫精子的中部和尾部基本类似,仅中部的线粒体数目不同,裸体方格星虫精子的线粒体略少,有4～5个,而可口革囊星虫精子有5～7个.精子的尾部由远端中心粒延伸而出,均为细长鞭状,由轴丝及包绕轴丝的质膜组成,轴丝为典型的"9+2"结构.研究结果表明,精子的超微结构可以作为鉴别这2种星虫的依据.     

基于遗传算法的浮式防波结构物形状最优化设计

采用遗传算法作为优化手段,以透射系数为目标函数,对给定横剖面面积的浮式防波结构物在规则波中的消波性能及剖面形状进行了最优化计算研究,探讨了透射系数最小的剖面形状与波浪周期之间的关系,为浮式防波结构物的设计提供了一定的理论依据