长沙市典型园林植物叶片的滞尘等级与模式识别研究

基于长沙市10种典型植物叶片的多个滞尘指标,运用模糊数学理论构建植物的滞尘等级与识别模型,实现绿化植物滞尘综合量化评判方法的探究.首先,常规方法采集叶样后,运用打孔称质量法测量叶表面积参数,显微观察法计算植物叶表气孔与绒毛密度,干洗法测量单位叶面积最大滞尘量与自然滞尘量.然后,运用模糊聚类理论对10种植物滞尘指标进行滞...     

基于差异进化算法的爆破震速参数识别与优化

爆破震动衰减特性研究通常采用经典的萨道夫斯基公式实现。如何根据不同爆破条件合理选择公式中的场地系数K和衰减指数α是确定爆破控制参数的关键。实际工程分析中,通常采用可监测参数反演识别方法获取K和α值。以大连地铁2号线201标段接收井横通道爆破作业为背景,基于差异进化(DE)算法中缩放因子F和交叉概率Cr贡献值的合理选择,研究萨道夫斯基公式K和α的反演问题。首先,通过对算法中F和Cr不同取值对萨道夫斯基公式计算结果的影响分析,得到各向震速条件下收敛最小的F和Cr值;然后,根据F和Cr取值反演K和α参数。工程实践表明,基于DE算法反演识别得到的K和α值代入萨道夫斯基公式,计算得到的垂向、纬向、经向速度及合速度与实测速度变化趋势一致,并处在合理误差范围之内。     

基于复杂网络的城市湖库藻类水华形成识别研究

在对城市湖库藻类水华形成机理深入研究的基础上,将提取的影响水华暴发的关键因子总磷(TP)、总氮(TN)、温度(T)、pH值、溶解氧(DO)、光照(I)、叶绿素a浓度(chl_a)作为网络节点,将影响因素间的关系抽象成网络的边,构建了藻类水华形成的有向网络模型.同时,计算了复杂网络的统计特征参数,构建了节点的关键度模型,并进行修正,进而构建了水华形成的复杂网络统计特征参数模型G,对其进行半定量分级,从而实现对水华暴发的有效识别,最后采用北京城市河湖水质的实验数据对模型进行了验证.结果表明,复杂网络统计特征参数G与叶绿素a浓度有显著的相关性,能够较好地表征水华形成过程.     

关于建立藻类自动检测、分类与存储系统的方法的研究

基于计算机视觉和模式识别理论,研究自动和便捷的的藻类检测分类系统,实现提高检测的准确性和工作效率,实现水生生物的自动检测、分类与存储。     

考虑颜色特征最优组合的CART决策树火灾图像识别方法*

针对火灾图像识别过程中颜色特征数量多、特征间相关性复杂、难以在多维特征融合过程中有效融合图像颜色特征等问题,提出1种考虑颜色特征最优组合的CART决策树火灾图像识别方法。首先,在Lab、RGB、HSV 3种色彩模式下基于图像颜色特征提取火灾图像特征序列;其次,分别在3种色彩模式下基于精细决策树与特征随机排列组合方法提取颜色特征中最优组合特征;最后,将提取的火灾图像最优组合特征序列作为CART决策树输入进行模型训练,并通过测试样本以及其他机器学习方法进行模型泛化能力的分析。研究结果表明:本文方法寻找出识别火灾图像的最优颜色特征组合为“Kb1+Var1+Kg+Kb2+Var2+Kh+Ks+Kv”;CART决策树方法对于火灾图像识别的测试准确度可达84.5%,其分类效果明显优于其他决策树类与集成树类方法;9折为最佳交叉验证折数,其测试准确度可达86.47%,与5折交叉验证相比明显提升14.77%。研究结果可为火灾图像识别提供方法基础。     

基于高分影像的城市黑臭水体遥感识别:以南京为例

城市黑臭水体的遥感识别对于黑臭水体的监测、治理有着重要作用.2016年对南京城市河段进行了地面调查,并在沙洲西河、秃尾河、玄武湖、金川河设置了55个样点,采集水样分析水质参数并同步测量水面光谱.在此基础上,利用绿光波段遥感反射率的单波段阈值、蓝、绿波段差值、红、绿波段比值,以及色度值,分别构建了基于GF-2影像的城市黑臭水体遥感识别算法,并分析南京市主城区黑臭水体的空间分布和环境特点.结果表明:(1)和其他类型水体相比,城市黑臭水体遥感反射率最低,在整个可见光范围峰谷不突出,而且在400~550 nm范围光谱斜率最小;(2)采用地面同步调查结果检验,比值算法的识别精度最高,对城市河道黑臭水体的识别更准确;(3)利用比值法对2016年11月3日的GF-2影像进行计算,共提取研究区黑臭河段11条,总长度40.7 km,总面积0.749 km~2.黑臭河段分布具有范围广且不连续的特征,集中分布于各城区人口密集的区域;水体发生黑臭主要受到生活污水、工业废水、断头浜的影响.     

Different phagostimulants in potato foliage for Manduca sexta and Leptinotarsa decemlineata

Summary. In the past decades, several studies have focused on the identification of feeding stimulants for specialists that feed on solanaceous plants, especially potato (Solanum tuberosum). In the 1950's, a phagostimulant was isolated from potato and tomato for Manduca sexta and characterised as a glycoside. It was suggested that the phagostimulant for M. sexta and Leptinotarsa decemlineata is identical. We tested whether these insects indeed share the same recognition factor. Previous bioassays for L. decemlineata larvae and adults were found to be unsatisfactory, so a new assay system was developed, using starch and wheat flour-based wafers as a neutral substrate. An aqueous extract of potato foliage that was highly active as a stimulant was fractionated by reverse phase medium pressure liquid chromatography (MPLC). Both insects were stimulated by a MPLC fraction that eluted with 25% methanol in water. Further separation of this and the following fraction (35% methanol, stimulatory for the beetle only) by semi-preparative high performance liquid chromatography (HPLC), using gradients of water and acetonitrile, resulted in the isolation of two distinct fractions that stimulated feeding by L. decemlineata. None of the HPLC fractions was active for M. sexta. However, fractions of the flash chromatography with less polarity (45–75% methanol) had a stimulatory effect only on M. sexta. Thus, the two insects do not use a common feeding stimulant, and for both at least two compounds of different polarity are active. Received 3 July 2000; accepted 24 October 2000     

An absence of aggression between non-nestmates in the bull ant <Emphasis Type="Italic">Myrmecia nigriceps</Emphasis>

The ability of social insects to discriminate against non-nestmates is vital for maintaining colony integrity, and in most social insect species, individuals act aggressively towards non-nestmates that intrude into their nest. Our experimental field data revealed that intra-colony aggression in the primitive bulldog ant Myrmecia nigriceps is negligible; our series of bioassays revealed no significant difference in the occurrence of aggression in trials involving workers from the same, a close (less than 300 m) or a far (more than 1.5 km) nest. Further, non-nestmate intruders were able to enter the nest in 60% of our trials; a similar level was observed in trials involving nestmates. These results suggest that workers of M. nigriceps are either unable to recognize alien conspecifics or that the costs of ignoring workers from foreign colonies are sufficiently low to favor low levels of inter-colony aggression in this species.     

UNCTAD框架下的长江经济带港口代际识别与战略响应

阐释了长江经济带港口代际识别的意义和UNCTAD框架下港口代际识别的标准。运用模糊模式识别的方法对长江经济带主要港口进行代际识别测度,并对初步识别结果做进一步分析和修正。研究表明:①长江经济带港口代际等级总体上较低,大多数处于UNCTAD框架下的第一代港和第二代港水平;②不同代际港口在空间上呈现出明显的东西分异特征,港口代际等级和港口分布密度由东向西均表现出显著的下降趋势;③从局部空间看,不同等级的港口在地理分布上呈现出一定的"省域化"特征,即在省域范围内形成以一两个高等级港为中心、其他低等级港为支线港、喂给港的港口群形态。根据研究结论,提出长江经济带建设下的港口战略转向:充分认识港口在长江综合运输体系中的作用;有序推进长江经济带港口代际更替;以港口群的形式推进港口建设和适时推进长江沿岸自贸区建设。