基于神经网络技术自动筛选Monastrol抑制剂的算法研究

带自动荧光显微镜的HCS（high content screening）系统是一种新兴的显微摄影、筛选和处理系统.HCS系统在摄影过程中会产生大量数据,人工筛选和识别费时费力.本文为了进行Monastrol抑制剂的筛选,基于前馈式神经网络技术研究了一种对HCS系统摄影的大量细胞同时进行特征提取和细胞显型识别的自动算法.在得到各个通道分离的图像后,对不同通道图像进行并行预处理,并采用神经网络和逻辑运算相结合的算法进行处理.我们将该方法运用于Monastrol抑制剂的筛选中,并将结果与人工识别结果进行分析比较.相比较前人提出的multi-phenotypic mitotic analysis（MMA）算法自动识别的正确率得以提高,可更好评估抗癌药剂效用.     

粮仓内温湿度测控系统

对现今国内外粮仓内温湿度测控系统的发展现状进行了概括性介绍.以现在国内现存较普遍的房式粮仓为例,针对其规模适中,地域分散的特点,设计了1套温湿度测控系统,该系统利用CAN总线技术传输信息,实现了对粮仓内部温湿度的测量及控制.     

基于主动建模的无人直升机增强LQR控制

为了解决无人直升机控制问题,通过把主动建模与LQR(Linear Quadratic Regulator)控制相结合,提出一种能补偿模型差的控制方法。该方法在悬停状态下,采用简化模型设计LQR控制器,并通过UKF(Un-scented-Kalman-Filter)在线估计简化模型与全状态模型的模型差,使用模型差作为补偿项对LQR控制增强。针对实际直升机动力学模型进行仿真,验证了基于UKF的估计和增强LQR控制的有效性。仿真实验结果证明,基于UKF的主动建模技术能够快速估计状态和参数变化,并且增强LQR控制能够使系统适应模型不确定性。     

三峡小江回水区水体光学特征及分析

为探讨三峡水库运行初期小江回水区水体的光学特性,研究了2008年1月至12月期间小江回水区5个断面可见光衰减系数Kd(PAR)与透明度的时空分布特征及二者的相关性,进一步分析了可见光衰减系数与透明度、悬浮物浓度、溶解性有机物及叶绿素等水质指标的相关关系。研究区域可见光衰减系数和透明度空间分布差异不明显,但季节变化显著。可见光衰减系数在0.23~4.82 m-1之间变化,均值为(1.03±0.07) m-1,冬季最高,夏季最低。统计分析表明,可见光衰减系数与透明度有显著的相关性(R2=0.7791),表明两者可相互反演。与总颗粒态物质浓度,总无机颗粒态物质浓度的相关性显著(R2 =0.728 5,R2=0.763 7),与溶解性有机碳有一定的相关性(R2=0.128 9),与叶绿素a相关性不明显(R2=0.006),分析表明总无机颗粒态物质是小江回水区水体光学特征的最主要影响因素。     

Model evaluations for winter orographic clouds with observations

The Real-Time Four-Dimensional Data Assimilation (RT-FDDA) system is used for orographic snowpack enhancement.The model has three nested domains with the grid spacing of 18,6 and 2 km.To evaluate the simulations of winter orographic clouds and precipitation,comparisons are made between model simulations and observations to determine how the model simulates the cloud distribution,cloud height,cloud vertical profiles and snow precipitation.The simulated results of the 02:00 UTC cycling with 2-km resolution are used in the comparison.The observations include SNOTEL,ceilometer,sounding and satellite data,from the ground to air.The verification of these observations indicates that the Weather Research and Forecast (WRF) RT-FDDA system provides good simulations.It is better to use data within the forecast period of 2-16 h simulations.Although the horizontal wind component near the ground has some bias,and the simulated clouds are a little higher and have a little more coverage than observed,the simulated precipitation is a little weaker than observed.The results of the comparison show that the WRF RT-FDDA model provides good simulations and can be used in orographic cloud seeding.     

Salicylic acid and ethylene signaling pathways are involved in production of rice trypsin proteinase inhibitors induced by the leaf folder Cnaphalocrocis medinalis （Guenee）

The roles of signaling pathways in the production of trypsin proteinase inhibitors (TrypPIs) in rice infested by the leaf folder (LF) Cnaphalocrocis medinalis were studied. Infestation by LF increased TrypPI levels in the leaves of rice plants at the tillering, booting and flowering stages but decreased TrypPI levels at the ripening stage; TrypPI levels in rice stems did not increase at any developmental stage. Infestation by LF at the tillering stage systemically increased TrypPI levels in leaves but not in stems; it also enhanced salicylic acid (SA) levels in leaves and stems, and the ethylene level released from plants. However, LF infestation did not increase JA concentrations. Exogenous application of SA or ethylene enhanced TrypPI levels in the leaves and stems of plants at the tillering stage, whereas treatment with both SA and ethylene induced lower levels of TrypPIs than treatment with SA or ethylene alone, suggesting an antagonistic effect of SA and ethylene on TrypPIs induction. The results suggest that both SA and ethylene signaling pathways are involved in the production of TrypPIs in rice induced by LF; moreover, the antagonistic effect of SA and ethylene may explain the changes in TrypPI levels seen at different plant developmental stages and in different organs.     

氮气分压比对硼碳氮薄膜的组分及光学带隙的影响

采用射频磁控溅射方法以不同的氮气分压比(1/10～2/3)制备出一组硼碳氮薄膜.傅里叶变换红外光谱(FTIR)和X射线光电子能谱(XPS)测量发现样品的组成原子之间均实现了原子级化合.XPS测量结果表明,所有样品中的B、N原子比近似为1:1,其化学配比为BCx N(0.16＜x＜1.46).紫外/可见/近红外分光光度计用于测量样品的吸收光谱.由吸收谱线在低能区域(2.0～3.0 eV)的光吸收,利用关系作图法求出光学带隙Eopt范围为0.17～0.83 eV.氮气分压比对薄膜的组分和光学带隙有很大影响,其通过改变薄膜组分而影响光学带隙,并且碳原子数小的样品具有较宽的光学带隙.以氮气分压比为1/3条件下制备的样品中碳原子数最小,它的光学带隙最宽为0.83 eV.     

腔中A型原子与光场Raman相互作用体系的熵特性

利用描述环境作用的超算符方法对耗散腔中型三能级原子与光场Raman相互作用体系的主方程进行了精确求解;计算了原子、光场以及系统的线性熵,讨论了光场强度、腔的耗散系数以及原子两能级的Stark位移对线性熵的影响.结果发现:光场越强,光场与其它子系统进行熵交换的时间越长;腔耗散系数阻滞子系统间的熵交换;使系统的熵不可逆的增...     

吉林省旅游竞争力及可持续发展研究

对吉林省旅游竞争力所具有的优势与劣势进行分析,据此制定切合实际的旅游可持续发展对策,以期为提高吉林省旅游竞争力水平及实现区域旅游竞争力可持续发展提供借鉴参考.     

三维对流云模式对成都一次强对流天气过程的数值模拟研究

为了对发生于2008年9月23日成都的强对流天气有更多的认识,利用三维对流云模式对其进行数值模拟研究.结果表明:该模式可以较好地模拟出强对流天气各主要的宏观发展阶段的特征,以及云中水成物固、液相粒子转化的微观特征;强上升气流与充足的水汽含量是系统中强对流单体的旺盛发展的基本条件;在该强对流天气过程中,固态水成物粒子的累积和融化对于降水的贡献都是十分明显的.