基于DEA和主成分分析的中国城市代谢效率研究

城市代谢效率测度是城市可持续发展研究的重要方向。该文运用数据包络分析(DEA)和主成分分析法考察了2010年中国31个案例城市的代谢效率特征。研究结果显示,中国城市代谢系统效率的地域分异性显著,尤其是西部城市代谢系统的非DEA有效比例较高。这些非DEA有效城市在非可再生资源要素(钢材、原煤、焦炭等)投入、社会经济产出(人均GDP、城市化率等)、非期望产出(固体废弃物、废水和废气)方面有较大改善空间。     

基于主成分-聚类分析法的沙埕港海域水质状况评价

通过对2012年沙埕港海域水质调查数据的主成分分析,并利用聚类法,对12个调查站位进行分类。根据分析结果对水质状况进行评价。结果显示沙埕港水质污染情况总体是从湾中部往湾顶和湾口逐渐加重。中部区域主要污染因子为无机污染物,湾顶和湾口的主要污染因子为油类和重金属。主成分-聚类分析较为客观地反映了实际情况,可较好地应用于海洋环境评价。     

Analysis of fatty acid composition of sea cucumber Apostichopus japonicus using multivariate statistics

Fatty acids （FAs） provide energy and also can be used to trace trophic relationships among organisms. Sea cucumber Apostichopus japonicus goes into a state of aestivation during warm summer months. We examined fatty acid profiles in aestivated and non-aestivated A. japonicus using multivariate analyses （PERMANOVA, MDS, ANOSIM, and SIMPER）. The results indicate that the fatty acid profiles of aestivated and non-aestivated sea cucumbers differed significantly. The FAs that were produced by bacteria and brown kelp contributed the most to the differences in the fatty acid composition of aestivated and non- aestivated sea cucumbers. Aestivated sea cucumbers may synthesize FAs from heterotrophic bacteria during early aestivation, and long chain FAs such as eicosapentaenoic （EPA） and docosahexaenoic acid （DHA） that produced from intestinal degradation, are digested during deep aestivation. Specific changes in the fatty acid composition of A. japonicus during aestivation needs more detailed study in the future.     

Urban Economic Cluster Template and Its Dynamics of Beijing,China

Economic clusters have been a central focus of current urban and regional research, policies and practices. However, a meth- odology to identify and analyze policy-relevant economic cluster dynamics is still not well developed. Based on input-output （I-O） data of 1987, 1992, 1997, 2002 and 2007 of Beijing, this article presents an adapted principle component analysis for identifying the evolu- tion of local economic cluster patterns. This research addresses the changes of economic interaction of industries with complementary and common activities over time. The identified clusters provide an insight into the reality of economic development in a diversifying urban economy： the increasing importance of services and the growing interaction between service and manufacturing industries. Our method therefore provides the analysts with a better understanding of the emergence, disappearance and development of economic clus- ters citywide. The results could be used to assist monitoring urban economic development and designing more practical urban economic strategies.     

Spatial heterogeneity of soil mineral oxide components in depression between karst hills,Southwest China

In karst regions,the spatial heterogeneity of soil mineral oxides and environmental variables is still not clear.We investigated the spatial heterogeneity of SiO2,Al2O3,Fe2O3,CaO,MgO,P2O5,K2O,and MnO contents in the soils of slope land,plantation forest,secondary forest,and primary forest,as well as their relationships with environmental variables in a karst region of Southwest China.Geostatistics,principal component analysis(PCA),and canonical correlation analysis(CCA)were applied to analyze the field data.The results show that SiO2was the predominant mineral in the soils(45.02%–67.33%),followed by Al2O3and Fe2O3.Most soil mineral oxide components had a strong spatial dependence,except for CaO,MgO,and P2O5in the plantation forest,MgO and P2O5in the secondary forest,and CaO in the slope land.Dimensionality reduction in PCA was not appropriate due to the strong spatial heterogeneity in the ecosystems.Soil mineral oxide components,the main factors in all ecosystems,had greater influences on vegetation than those of conventional soil properties.There were close relationships between soil mineral oxide components and vegetation,topography,and conventional soil properties.Mineral oxide components affected species diversity,organic matter and nitrogen levels.     

基于PCA和LOGIT模型的网络入侵检测方法

针对高维度网络数据进行多类攻击行为检测的需求,提出一种基于PCA和Logit模型的网络入侵检测方法,通过PCA对网络数据降维、简化数据集和多项式Logit模型实现对不同攻击行为的识别并判别其类型。实验结果表明,方法在网络入侵识别上具有较理想的效果。     

饲料添加不同脂肪及蛋白质水平对日本沼虾(Macrobrachium nipponensis)生长性能、体成分及消化酶活力的影响

本实验以64d为限,设A1(34%),A2(38%),A3(42%)三个蛋白梯度水平和B1(5%),B2(8%),B3(11%)三个脂肪梯度水平,采用正交试验方法研究了饲料中不同脂肪及蛋白质水平对日本沼虾(Macrobrachium nipponensis)[平均体重(0.69±0.23)g]生长性能、体成分和消化酶活力的影响。结果表明,脂肪和蛋白质水平对日本沼虾成活率影响不显著(P0.05),脂肪水平对32d相对增重率和特定生长率影响显著(P0.05)。B3组的特定生长率和相对增重率均显著低于B1和B2组(P0.05)。全虾和肌肉的脂肪含量显著地受饲料脂肪水平的影响(P0.05)。饲料中蛋白质水平对全虾的干物质、蛋白质和灰分含量,以及肌肉中脂肪、蛋白质含量影响显著(P0.05)。饲料脂肪水平对肝胰脏中脂肪酶活力影响显著(P0.05),蛋白水平对肝胰脏中脂肪酶、蛋白酶和淀粉酶活力影响不显著(P0.05)。本文认为日本沼虾饲料脂肪水平应以5%—8%较为合适,蛋白质水平应在38%左右较为合适。     

南大西洋沉积物中多环芳香化合物的组成特征研究

10 samples of sediments obtained from the South Mid-Atlantic Ridge were measured for the abundances and distributions of polycyclic aromatic compounds(PAHs). The total concentrations of PAHs(∑PAHs) ranged from 2.768 to 9.826 μg/g dry sediment. The ∑PAHs was higher in sample 22V-TVG10 and sample 26V-TVG05 which were close to hydrothermal fields, with the lowest value in sample 22V-TVG14 which was farthest from hydrothermal fields, suggesting a probable hydrothermal origin of ∑PAHs of samples. Approximately nine kinds of PAHs were identified, and low molecular mass tricyclic and tetracyclic aromatic compounds were predominant in the samples. The concentrations of fluoranthene which were typical as hydrothermal alteration compounds were the highest among PAHs with dry weight between 0.913–3.157 μg/g. The phenanthrene homologue was most abundant in the samples, and the ratios between parent phenanthrene and methylphenanthrene which probably reflected the degree of hydrothermal alteration ranged from 0.097 to 1.602. The sample 22V-TVG10 possessing a maximum ratio value showed the intense influence of the hydrothermal alteration on this sample, which might further imply that PAHs in sediments were mainly derived from the hydrothermal alteration.     

珠江口磨刀门盐水入侵的现状与成因分析

通过对珠江口磨刀门水域包括潮位、径流量、河道深泓、海表水温、盐度、气温、风速、风向、降雨等参数的长期基础历史资料的整理、转换与统计分析,探讨其盐水入侵加强的主要原因。结果表明:珠江口磨刀门盐水入侵受到潮位、径流、降雨、气温、风速的等诸多因素的综合影响,但最直接、最明显的影响因素是径潮相互作用。多因素的综合作用,使得珠江口磨刀门的盐水入侵活动规律复杂多变,给预报和治理工作带来一定的困难。     

北京市热环境时空分异与区划

城市热环境空间区划是采用分区管理的思路来缓解城市社会经济发展与热环境之间矛盾的技术基础。本文构建城市热环境区划模型的思路为:(1)将不同时相的MODIS地表温度数据产品进行正规化、分级,分析2008年北京城市热环境时空分布特征。(2)构建城市热环境影响因素评价体系,并通过空间主成分分析计算得到热环境影响主成分因子。(3)通过自组织映射神经网络,利用热环境影响主因子,进一步对热环境进行空间区划。结果表明,北京夜间较白天城市热岛分布层次感明显,夏季白天较其他季节高温区聚合程度高。区域下垫面组成要素直接影响热环境,北京城市热环境的主成分因子依次为植被覆盖、地形地貌、城市下垫面建设规模和人为热排放,并依此将北京划为7个热环境区域,根据各个分区热环境成因机制差异分别提出热环境改善和调控措施。