大气腐蚀数据降维最优维度研究

目的确定金属大气腐蚀数据降维的最优维度。方法分别采用PCA、MDS、Isomap和LLE四种方法对大气腐蚀数据进行降维处理,并采用集成学习算法建立预测模型。针对不同的降维方法和近邻点个数计算,使用MAPE(Mean Absolute Percentage Error,相对百分误差绝对值的平均值)对预测结果进行评价,将最佳预测速率所对应的维度作为最优维度。结果不同的降维方法和近邻参数作用下,最优维度从2维到7维不等。流形学习方法对大气腐蚀数据进行降维的MAPE均小于线性降维方法。结论适合每种降维方法的最优维度可能是不同的,通过对MAPE进行对比,得到大气腐蚀数据在各种降维方法的最优维度。     

影响红沿河核电厂区热带气旋特征及最大强度估算

红沿河核电厂区位于我国北方海域的辽东湾东海岸,经常受到北上热带气旋的侵袭和影响。观测和统计表明,在辽宁登陆的热带气旋,强度能够达到台风,不容忽略。影响红沿河的热带气旋基本出现在7、8月份,以进入渤海后向西北移动和穿越山东半岛向北在辽东半岛登陆的两类热带气旋对红沿河区域影响最大,建国56年来最强的热带气旋在红沿河附近区域造成的最大风速达到25～33m/s,极大风速达40m/s以上。使用概率论方法和梯度风公式估算红沿河核电厂区可能最大热带气旋的强度参数,得到:百年一遇的可能最低气压估值为961 hPa,最大风速为35.4m/s,极大风速为46.0m/s;千年一遇的可能最低气压估值为939 hPa,最大风速为42.2m/s,极大风速为54.9m/s。     

西北太平洋热带气旋源地30 a的季节和年代际变化

西北太平洋是生成热带气旋频率最高的海域,研究西北太平洋的热带气旋对全球和区域气候变化具有重要意义。本文使用1981~2010年30 a的热带气旋资料,采用最近邻分级空间聚类法,对西北太平洋热带气旋源地进行空间聚类,并分析了西北太平洋热带气旋的产生频数与空间分布的季节差异和年代际差异。结果表明:(1)西北太平洋热带气旋源地有三个热点区(聚集区):南海的中北部、菲律宾群岛以东和马里亚纳群岛附近。(2)夏季和秋季是热带气旋的高发期,冬季和春季较贫乏,季节差异明显。空间分布也具有显著的季节差异,春季开始向西北偏移,秋季开始向东南偏移,冬、春季气旋仅分布在10N以南,夏季分布范围最广,可到达北纬40N左右。(3)西北太平洋热带气旋在厄尔尼诺年生成较少,拉尼娜年生成较多;年频数在1995年前后有显著差异,1995年之前年频数较高,1995年以后年频数明显下降;空间分布上,1995年以后,热带气旋源地的聚集区较1995年之前有向西北偏移的趋势。     

南京青奥会期间不同天气型气溶胶数浓度分布特征

该文利用WPS、β射线测尘仪、EMS污染气体监测系统的观测数据,结合观测期间天气形势,分析了青奥会期间南京不同天气型下气溶胶数浓度和污染气体的分布特征。结果表明:观测期间气溶胶数浓度平均为7 302个/cm~3,污染气体(NOx、O_3、SO_2、CO)平均浓度分别为23.09、55.1、8.7和867.3μg/m~3。不同天气型下气溶胶粒径分布差异较大,鞍型场(Ⅱ)、副热带高压(Ⅴ)和冷涡(Ⅲ)控制下数浓度谱呈单峰型分布;大陆高压和热带气旋外围(Ⅰ)控制下数浓度谱呈双峰型分布;冷高压(Ⅳ)控制下数浓度谱呈三峰型分布。同时日浓度变化差异也大,N_(10~300 nm)在Ⅰ型、Ⅲ型、Ⅳ型呈三峰型,在Ⅱ型、Ⅴ型呈双峰型;NOx和CO在Ⅰ型分别呈三峰型和单峰型,其余都是双峰型;O_3一直呈单峰型。     

舰船防避热带气旋费效比优化决策模型研究

目的针对目前根据天气预报进行防台避台的决策缺乏定量模型,定性根据天气预报结果进行防、避台风往往会造成巨大的不必要的浪费的现象,为科学合理地利用天气预报进行防、避台风提供有效工具。方法对防避费用和损失费用进行比较评估。结果给出了舰船防避热带气旋费效比优化决策模型,并进行了数据分析。结论防避热带气旋应该考虑天气不确定性因素。     

深圳市夏季臭氧污染研究

以2009年8月为例分析了深圳市夏季臭氧污染情况及污染气象特征,基于二维空气质量模式对臭氧污染控制进行数值模拟. 结果表明:深圳市８月各监测点均存在臭氧超标现象,污染形势严峻;副热带高压控制和热带气旋外围下沉气流是造成夏季出现高浓度臭氧的主要天气过程,此时大气边界层混合层高度在500～800 m,且近地面风速约在5 ms以内,不利于污染物扩散;臭氧的生成受前体物挥发性有机物(VOC)和氮氧化物(NO_x)排放的共同影响,其中VOC排放的影响较大,深圳市臭氧控制应以降低VOC排放量为重点,模拟得出对VOC和NO_x按25∶1～40∶1的比例协同减排可有效降低臭氧污染.      

我国人工影响天气的行政管理体制探析

人工影响天气不仅能够合理利用气候资源,防灾、抗灾和减灾,提供城乡公共服务,进行生态修复和环境治理,还能应对气候变化的挑战。但是人工影响天气有诸多环境影响,例如使用气候资源会造成环境污染、形成生态系统扰动等。采取对比研究、法律规范研究等多种方法对我国人工影响天气的行政管理体制进行了探索,提出我国需要理顺和完善现有的人工影响天气行政管理体制,提升决策的科学性并完善决策的程序,妥善解决相关争议,以更好地应对未来气候变化的挑战。     

烧蚀RT不稳定性X射线分幅诊断研究进展

在神光Ⅱ装置上,利用高动态范围高性能X射线分幅相机开展了辐射驱动烧蚀RT不稳定性面背光实验研究.在神光Ⅱ8路2ns辐射源和第九路Mo背光条件下,利用二维时空照相获得了周期20μm、初始扰动1μm烧蚀RT样品清晰的增长过程,并通过掺Br比例1.1%样品观测到RT非线性增长的结果.实验为惯性约束聚变（inertialconfinement fusion,ICF）RT不稳定性定量表征和数值模拟奠定了良好的基础.     

浅析海上孤岛电网最优潮流计算方法

本文介绍的海上孤岛电网最优潮流计算方法是一种基于运筹学的最优非线性规划问题,在满足孤岛电网各节点正常功率平衡及各种安全约束的条件下,求以网损、电压偏差和发电费用为目标函数的最优潮流分配,最优潮流问题把海上电网的经济调度、质量控制和安全运行协调起来,对海上孤岛电网的规划和运行有着重要的意义。     

荆门市城区降尘调查分析及对策

采用网格布点法对荆门市城区降尘进行普查性监测,采用类比法进行数据分析。结果表明,对荆门市降尘平均水平起主要作用的是地表扬尘,它取决于两个相互作用的因素,地表积尘量(与降雨、城区绿化地面硬化水平及城区环境卫生有关);地表扰动(风力、车流量等自然及人为活动因素)。春季,沙尘天气是荆门城区降尘的重要来源。工业污染源对个别区域影响巨大。根据调查分析提出有效防治对策。     

Toxic effects of acetochlor, methamidophos and their combination on nifH gene in soil

Toxic effects of two agrochemicals on nifH gene in agricultural black soil were investigated using denaturing gradient gel electrophoresis （DGGE） and sequencing approaches in a microcosm experiment. Changes of soil nifH gene diversity and composition were examined following the application of acetochlor, methamidophos and their combination. Acetochlor reduced the nifH gene diversity （both in gene richness and diversity index values） and caused changes in the nifH gene composition. The effects of acetochlor on nifH gene were strengthened as the concentration of acetochlor increased. Cluster analysis of DGGE banding patterns showed that nifH gene composition which had been affected by low concentration of acetochlor （50 mg/kg） recovered firstly. Methamidophos reduced nifH gene richness that except at 4 weeks. The medium concentration of methamidophos （150 mg/kg） caused the most apparent changes in nifH gene diversity at the first week while the high concentration of methamidophos （250 mg/kg） produced prominent effects on nifH gene diversity in the following weeks. Cluster analysis showed that minimal changes of nifH gene composition were found at 1 week and maximal changes at 4 weeks. Toxic effects of acetochlor and methamidophos combination on nifH gene were also apparent. Different nifH genes （bands） responded differently to the impact of agrochemicals： four individual bands were eliminated by the application of the agrochemicals, five bands became predominant by the stimulation of the agrochemicals, and four bands showed strong resistance to the influence of the agrochemicals. Fifteen prominent bands were partially sequenced, yielding 15 different nifH sequences, which were used for phylogenetic reconstructions. All sequences were affiliated with the alpha- and beta-proteobacteria, showing higher similarity to eight different diazotrophic genera.     

EDTA-enhanced phytoremediation of lead contaminated soil by Bidens maximowicziana

Phytoremediation is a potential cleanup technology for the removal of heavy metals from contaminated soils.Bidens maximowicziana is a new Pb hyperaccumulator,which not only has remarkable tolerance to Pb but also extraordinary accumulation capacity for Pb.The maximum Pb concentration was 1509.3 mg/kg in roots and 2164.7 mg/kg in overground tissues.The Pb distribution order in the B. maximowicziana was:leaf>stem>root.The effect of amendments on phytoremediation was also studied.The mobility of soil Pb and the Pb concentrations in plants were both increased by EDTA application.Compared with CK(control check),EDTA application promoted translocation of Pb to overground parts of the plant.The Pb concentrations in overground parts of plants was increased from 24.23-680.56 mg/kg to 29.07-1905.57 mg/kg.This research demonstrated that B.maximowicziana appeared to be suitable for phytoremediation of Pb contaminated soil,especially,combination with EDTA.     

Distribution and ecological effect of mercury in Laogang landfill, Shanghai, China

Laogang landfill near Shanghai is the largest landfill in China, and receives about 10000 t of daily garbage per day, Samples of topsoil and plants were analyzed to evaluate mercury pollution from the landfill. For topsoil samples, there were significant correlations among total mercury （HgT）, combinative mercury （Hgc） and gaseous mercury （HgG）, and content of total organic carbon （TOC）, but, no significantly relationship was found between Hg content and filling time. Hg content changes in vertical profiles with time showed that the average Hgv of profiles 1992, 1996, and 2000 was similar, but their average HgG was quite different. HgT was significantly correlated with Hgc in profile 1992 and 2000, and Hgv was significantly correlated with Hg6 in profile 1996. HgG/Hgv ratio in profile samples decreased in the order of （HgG,/HgT）1992〉（HgG/HgT）1996〉〉（HgG/HgT）2000. A simple outline of Hg release in landfill could be drawn： with increasing of filling time, degradation undergoes different biodegradation, accordingly, gaseous mercury goes through small, more, and small proportion to total mercury. Distribution of Hg in plants was inhomogeneous, following the order of leaf〉root〉stem. The highest value of leaf may be associated with higher atmospheric Hg from landfill. Ligneous plants （e.g. Phyllostachys glanca, Prunus salicina and Ligustrum lucidum） are capable of enriching more Hg than herbaceous plants.     

Arsenic uptake by arbuscular mycorrhizal maize （Zea mays L.） grown in an arsenic-contaminated soil with added phosphorus

The effects of arbuscular mycorrhizal (AM) fungus (Glomus mosseae) and phosphorus (P) addition (100 mg/kg soil) on arsenic (As) uptake by maize plants (Zea mays L.) from an As-contaminated soil were examined in a glasshouse experiment.Non-mycorrhizal and zero-P addition controls were included.Plant biomass and concentrations and uptake of As,P,and other nutrients,AM colonization,root lengths,and hyphal length densities were determined.The results indicated that addition of P significantly inhibited root colonization and development of extraradical mycelium.Root length and dry weight both increased markedly with mycorrhizal colonization under the zero-P treatments,but shoot and root biomass of AM plants was depressed by P application.AM fungal inoculation decreased shoot As concentrations when no P was added,and shoot and root As concentrations of AM plants increased 2.6 and 1.4 times with P addition,respectively.Shoot and root uptake of P,Mn,Cu,and Zn increased,but shoot Fe uptake decreased by 44.6%,with inoculation, when P was added.P addition reduced shoot P,Fe,Mn,Cu,and Zn uptake of AM plants,but increased root Fe and Mn uptake of the nonmycorrhizal ones.AM colonization therefore appeared to enhance plant tolerance to As in low P soil,and have some potential for the phytostabilization of As-contaminated soil,however,P application may introduce additional environmental risk by increasing soil As mobility.     

Enzymatic oxidation of aqueous pentachlorophenol

The influence of the nonionic surfactant Tween 80 on pentachlorophenol （PCP） oxidation catalyzed by horseradish peroxidase was studied. The surfactant was tested at concentrations below and above its critical micelle concentration （CMC）. Enhancement of PCP removal was observed at sub-CMCs. The presence of Tween 80 in the reaction mixture reduced enzyme inactivation which occurred through a combination of free radical attack and sorption by precipitated products. A simple first-order model was able to simulate time profiles for enzyme inactivation in the presence or absence of Tween 80. At supra-CMCs, the surfactant caused noticeable reductions in PCP removal, presumably through micelle partitioning of PCP which precluded the hydrophobic PCP molecule from interacting with the enzyme.     

Decomposition of alachlor by ozonation and its mechanism

Decomposition and corresponding mechanism of alachlor, an endocrine disruptor in water by ozonation were investigated. Results showed that alachlor could not be completely mineralized by ozone alone. Many intermediates and final products were formed during the process, including aromatic compounds, aliphatic carboxylic acids, and inorganic ions. In evoluting these products, some of them with weak polarity were qualitatively identified by GC-MS. The information of inorganic ions suggested that the dechlorination was the first and the fastest step in the ozonation of alachlor.     

Degradation of metabolites accumulated of benzo[a]pyrene by coupling Penicillium Chrysogenum with KMnO4

Several main metabolites of benzo[a]pyrene （BaP） formed by Penicillium chrysogenum, Benzo[a]pyrene-1,6-quinone （BP 1,6- quinone）, trans-7,8-dihydroxy-7,8-dihydrobenzo[a]pyrene （BP 7,8-diol）, 3-hydroxybenzo[a]pyrene （3-OHBP）, were identified by high-performance liquid chromatography （HPLC）. The three metabolites were liable to be accumulated and were hardly further metabolized because of their toxicity to microorganisms. However, their further degradation was essential for the complete degradation of BaP. To enhance their degradation, two methods, degradation by coupling Penicillium chrysogenum with KMnO4 and degradation only by Penicillium chrysogenum, were compared; Meanwhile, the parameters of degradation in the superior method were optimized. The results showed that （1） the method of coupling Penicillium chrysogenum with KMnO4 was better and was the first method to be used in the degradation of BaP and its metabolites; （2） the metabolite, BP 1,6-quinone was the most liable to be accumulated in pure cultures; （3） the effect of degradation was the best when the concentration of KMnO4 in the cultures was 0.01% （w/v）, concentration of the three compounds was 5 mg/L and pH was 6.2. Based on the experimental results, a novel concept with regard to the bioremediation of BaP-contaminated environment was discussed, considering the influence on environmental toxicity of the accumulated metabolites.     

Impact of atrazine and nitrogen fertilizers on the sorption of chlorotoluron in soil and model sorbents

Sorption of chlorotoluron in ammonium sulfate, urea and atrazine multi-solutes system was investigated by batch experiments. The results showed application of nitrogen fertilizers to the soil could affect the behavior of chlorotoluron. At the same concentration of N, sorption of chlorotoluron decreased as the concentration of atrazine increased on the day 0 and 6 in soil, respectively. The sorption of chlorotoluron increased from 0 to 6 d when soils were preincubated with deionized water, ammonium sulfate and urea solution for 6 d. That indicated incubation time was one of the most important factors for the sorption of chlorotoluron in nitrogen fertilizers treatments. The individual sorption isotherms of chlorotoluron in rubbery polymer and silica were strictly linear in single solute system, but there were competition sorption between pesticides or between pesticides and nitrogen fertilizers. That indicated the sorption taken place by concurrent solid-phase dissolution mechanism and sorption on the interface of water-organic matter or water-mineral matter.     

基于综合水质标识指数和对应分析法的校园河道水质评价

以三峡大学的校园河道求索溪为研究对象,利用综合水质标识指数法确定求索溪水质类别,分析其水质时空变化规律,并利用对应分析法得出求索溪中不同监测点的主要污染因子.研究结果表明:求索溪整体的综合水质标识指数为7.423,整体水质为劣V类(地表水环境质量标准GB 3838-2002)且黑臭.从时间变化来看,求索溪4月份的水质最差,5月份次之,4、5月份所有监测点的水质都劣于V类且黑臭;8月份水质最好,水质为Ⅳ类;从空间分布来看,8个监测点综合水质标识指数均超过6.0,水质为劣V类,其中6号监测点的水质相对最好,监测点3号的水质相对最差;对应分析法得出求索溪的整体水体污染程度受总氮因子的影响最大,其次为总磷.该研究拟为求索溪及类似校园河道的水环境治理研究提供基础依据和参考.     

Potential of plant polyphenol oxidases in the decolorization and removal of textile and non-textile dyes

In this study an effort has been made to use plant polyphenol oxidases; potato （Solanum tuberosum） and brinjal （Solanum melongena）, for the treatment of various important dyes used in textile and other industries. The ammonium sulphate fractionated enzyme preparations were used to treat a number of dyes under various experimental conditions. Majority of the treated dyes were maximally decolorized at pH 3.0. Some of the dyes were quickly decolorized whereas others were marginally decolorized. The initial first hour was sufficient for the maximum decolorization of dyes. The rate of decolorization was quite slow on long treatment of dyes. Enhancement in the dye decolorization was noticed on increasing the concentration of enzymes. The complex mixtures of dyes were treated with both preparations of polyphenol oxidases in the buffers of varying pH values. Potato polyphenol oxidase was significantly more effective in decolorizing the dyes to higher extent as compared to the enzyme obtained from brinjal polyphenol oxidase. Decolorization of dyes and their mixtures, followed by the formation of an insoluble precipitate, which could be easily removed simply by centrifugation.