基于情境感知和序列模式挖掘的气象学习资源推荐算法

随着互联网的快速发展,气象部门职工作为学习者可以获得的学习资源得到极大丰富。信息超载导致检索合适的在线学习资源时遇到了困难;学习者在不同学习环境和序列访问模式上也有不同的学习需求。但是,现有的推荐系统,如基于内容的推荐和协同过滤,没有结合学习者的情境和序列访问模式,推荐结果准确度不高。本文提出了一种结合情境感知、序列模式挖掘和协同过滤算法的混合推荐算法来为学习者推荐学习资源。混合推荐算法中,情境感知被用来整合学习者的情境信息,如知识水平和学习目标;序列模式挖掘被用来对网络日志进行挖掘,发现学习者的序列访问模式;协同过滤被用来根据学习者的情境数据和序列访问模式为目标学习者计算预测并生成建议。实验和应用效果表明,该混合推荐算法推荐的质量和准确性方面优于其他推荐算法。     

高体革鯻幼鱼肌肉营养成分分析

检测了高体革鯻(Scortum bacoo)幼鱼肌肉营养组成,结果表明:高体革鯻粗蛋白质量分数为17.77%,粗脂肪质量分数为3.42%,水解氨基酸总质量分数为15.71%,其中必需氨基酸质量分数为7.50%,占氨基酸总量的47.74%,鲜味氨基酸总质量分数为5.46%,占氨基酸总量的34.75%,必需氨基酸指数为88.60。说明高体革鯻具有较高的营养价值和养殖价值。     

Effects of Salinity Fluctuation Frequency on the Growth, Molting Rate and Hemolymph 20-Hydroxyecdysone Concentration in Juvenile Chinese shrimp, Fenneropenaeus chinensis

This experiment was conducted to examine the effects of salinity fluctuation frequency on the growth, molting rate and hemolymph 20-hydroxyecdysone (20-HE) concentration for juvenile Fenneropenaeus chinensis with an initial wet body weight of 1.115 g±0.012 g. The salinity of the control treatment (represented by D0) was 28 throughout the experiment, whereas treatments D2,D4, D6 and D8 were subjected to different salinity fluctuation frequencies of 2, 4, 6 and 8d, respectively. The range of salinity fluctuation was 4. The salinity in treatments D2, D4, D6 and D8 was kept at 28 for 2, 4, 6 and 8d, respectively; each original salinity was decreased abruptly to salinity 24, which first lasted for another 2d and was then raised to its initial value 28. This constituted a salinity fluctuation cycle and afterwards the cycle repeated. It was found that: 1) The weight gain of shrimp in treatment D4 was 202.9% and significantly higher than that in treatment D0 (P<0.05). The molting rate in treatment D2 was the lowest, while that in treatment D6 was the highest and significantly higher than those in treatments D0 and D2 (P<0.05). 2) The hemolymph 20-HE concentration of shrimps in all treatments was at low levels and increased first gradually during the inter-molt period and then increased sharply. It reached a peak value during the pre-molt stage, and then decreased abruptly during the post-molt stage when the lowest level occurred. 3) During the post-molt stage, the hemolymph 20-HE concentration in treatment D2 was 7.47pgμL-1 and significantly higher than that in treatment D0(P<0.05). There were, however, no significant differences in hemolymph 20-HE concentration among all five treatments during the inter-molt stage (P>0.05). During the pre-molt stage, the hemolymph 20-HE concentration in treatment D6 was significantly higher than that in treatment D0(P<0.05), whereas the hemolymph 20-HE concentration in treatment D2 was significantly lower than that in other treatments (P<0.05). Adequate salinity fluctuation promoted the molting rate through increasing hemolymph 20-HE concentration at the pre-molt stage.     

潜艇指挥台围壳对阻力和伴流场影响数值研究

采用Reynolds平均Navier-Stokes(RANS)方法计算潜艇三维粘性流场,分析潜艇指挥台围壳对潜艇水动力性能的影响.采用全附体SUBOFF模型验证了CFD方法,通过将螺旋桨盘面处的实效伴流场、艇体表面压力分布以及模型总阻力的模拟结果与Taylor船池的实验结果进行对比.比较结果显示CFD计算结果与实验数据具有很好的一致性,表明CFD方法可以用于潜艇指挥台围壳设计的水动力计算.通过数值计算研究指挥台围壳的高度和在艇上的分布位置对其后方的流场、螺旋桨盘面处的伴流场和阻力的影响.     

面状矢量空间数据匹配技术研究

数据匹配技术是空间数据集成与融合中的关键技术。对面积相似度进行了描述,对面积相似度进行了几何度量上的定义,提出了基于面积相似度的数据匹配思路。最后,以面状目标为研究对象,以城市居民地的大比例尺数据为例,对基于面积相似度的面状要素数据匹配算法进行了试验与分析。     

GPS在1：1000数字化地形图测绘中的应用

GPS技术与传统测量技术相比较,在测量中缩短了外业观测时间,提高了外业工作效率。以河南某工业区测绘为例,介绍了GPS定位技术在1：1000数字化地形图测绘中应用的方法和步骤。GPS定位技术是测量技术发展的一个新突破,有广阔的发展前景。     

RTK技术在南阳市全国土地二次调查中的应用

实时动态（Real Time Kinematic）测量技术,简称RTK技术已风靡全球,它具有全球、全天候工作、定位精度高等优点,在当今测绘界已经得到广泛应用。RTK技术在南阳市全国土地二次调查中起到了关键的作用,大大提高了工程进度,降低了成本。     

基于边缘分析的海面溢油检测

提出一种基于边缘检测的快速溢油信息提取方法, 首先对溢油图像进行ROA(radio of average)边缘检测, 根据检测结果进行AOI(area of interest)提取, 然后使用改进的Weibull-CFAR检测算法对AOI进行溢油检测, 并与全局CFAR检测结果进行对比。实验结果证明, 所提出的方法对于非均匀灰度SAR图像溢油检测准确性较好、效率较高, 特别适用于大图像的快速溢油检测。     

改进的P-SVM支持向量机与遥感数据分类

本文介绍了将P-SVM算法引入多光谱/高分辨率遥感数据的分类, 并且展示了卫星ASTER和航空ADS40数字影像分类的技术过程和结果验证。结果表明：P-SVM方法的分类精度不低于SVM, 并减少了时耗。     

盐田藻垫细菌的分离及其胞外多糖的初步研究

从连云港台南盐场采集藻垫,在去除底泥等杂物的藻类层中分离出5株不同的细菌(编号为A,B,c,D和E).经VITEK-32鉴定,A和B可能是鲁氏不动杆菌(Acinetobacter lwoffii)或琼氏不动杆菌(Acinetobacter junii),C为溶血巴斯德菌(Pasteurella haemolytica),D为尿素放线杆菌(Actinobacillus ureae),E未鉴定出结果.在所试验的盐度范围内,细菌A、B和C的最适生长盐度都为25,细菌D的最适生长盐度为50～100,细菌E的最适生长盐度为25～50.细菌A,B,C,D和E细菌胞外多糖产率分别为0.628,0.362,0.177,0.269,0.719 g/g细胞干质量.细菌A,B,C,D和E胞外多糖的糖醛酸质量分数分别为5.4%,9.9%,7.4%,9.8%和23.4%,均不含蛋白质,均无乳化.絮凝及凝胶活性.实验结果显示细菌胞外多糖是构成盐田藻垫胶质的重要组成部分,但从其物化性质看,细菌胞外多糖对藻垫的胶结和黏附性没有直接的影响.