Artificial neural network model for identifying taxi gross emitter from remote sensing data of vehicle emission

Vehicle emission has been the major source of air pollution in urban areas in the past two decades. This article proposes an artificial neural network model for identifying the taxi gross emitters based on the remote sensing data. After carrying out the field test in Guangzhou and analyzing various factors from the emission data, the artificial neural network modeling was proved to be an advisable method of identifying the gross emitters. On the basis of the principal component analysis and the selection of algorithm and architecture, the Back-Propagation neural network model with 8-17-1 architecture was established as the optimal approach for this purpose. It gave a percentage of hits of 93%. Our previous research result and the result from aggression analysis were compared, and they provided respectively the percentage of hits of 81.63% and 75%. This comparison demonstrates the potentiality and validity of the proposed method in the identification of taxi gross emitters.     

连续流膜生物反应器中好氧颗粒污泥的形成及机制探讨

为了探讨好氧颗粒污泥在连续流膜生物反应器(MBR)中的形成过程和机制,采用连续流试验的方法,研究了好氧颗粒污泥形成过程中膜反应器内污染物的去除效果和好氧颗粒污泥特性的变化,并对连续流MBR中好氧颗粒污泥的形成机制进行了探讨.结果显示,连续流MBR中好氧颗粒污泥的形成增强了MBR的运行稳定性和抗冲击能力.废水中微生物抑制...     

基于ARDL方法分析福建省资源利用与经济增长关系

运用物质流分析方法以及最新发展的自回归分布滞后模型(ARDL),对福建省1990~2008年资源利用和实际GDP二者关系进行检验和分析.采用了物质流分析指标中直接物质投入来表征区域资源利用量.ARDL边界检验结果表明,资源利用和经济增长间存在稳定的长期均衡关系.进一步通过ARDL模型揭示了区域经济增长对资源利用长期弹性系数,其值约为0.73,通过误差修正模型揭示了短期弹性系数,表明了经济增长到资源利用的长期格兰杰因果关系.对福建省经济增长和资源保护战略提出了政策建议.这一研究思路和方法具有普适性,可以适用于其他地区关于资源利用和经济增长的问题的讨论和研究.     

Removal of phosphate by Fe-coordinated amino-functionalized 3D mesoporous silicates hybrid materials

Phosphate removal from aqueous waste streams is an important approach to control the eutrophication downstream bodies of water. A Fe(III) coordinated amino-functionalized silicate adsorbent for phosphate adsorption was synthesized by a post-grafting and metal cation incorporation process. The surface structure of the adsorbent was characterized by X-ray di raction, N2 adsoropion/desoprotion technique, and Fourier transform infrared spectroscopy. The experimental results showed that the adsorption equilibrium data were well fitted to the Langmuir equation. The maximum adsorption capacity of the modified silicate material was 51.8 mg/g. The kinetic data from the adsorption of phosphate were fitted to pseudo second-order model. The phosphate adsorption was highly pH dependent and the relatively high removal of phosphate fell within the pH range 3.0–6.0. The coexistence of other anions in solutions has an adverse e ect on phosphate adsorption; a decrease in adsorption capacity followed the order of exogenous anions: F?? > SO2?? 4 > NO??3 > Cl??. In addition, the adsorbed phosphate could be desorbed by NaOH solutions. This silicate adsorbent with a large adsorption capacity and relatively high selectivity could be utilized for the removal of phosphate from aqueous waste streams or in aquatic environment.     

巢湖周边地区表层土壤总氮有机质空间分布特征

采用网格分区法在巢湖周边地区设置了60个采样单元,采取表层土样分析了总氮(TN)、有机质(OM)的空间分布特征。结果表明:(1)表层土壤w(TN)平均值为1 027 mg/kg,变化范围253 mg/kg~2 273 mg/kg,变异系数为46.3%;w(OM)平均值为1.95%,变化范围0.291%~5.48%,变异系数为49.3%。(2)表层土壤w(TN)、w(OM)高浓度地区主要集中在东部的柘皋河、兆河区域,低浓度地区主要集中在西部的派河、南淝河—店埠河区域。(3)巢湖周边地区土壤总氮、有机质空间分布与区域内入湖河流、巢湖水质、巢湖沉积物污染空间分布不一致。     

我国板材家具污染物质散发状况及分析

为了对我国板材家具(以下简称家具)污染状况和污染形成因素进行全面的了解,文章通过文献调研和实验数据分析描述了我国家具污染物的释放情况;并针对家具污染,从家具原材料、生产工艺、我国控制标准的完善程度以及国外的标识体系进行了分析和探讨。结果表明,家具对室内空气的污染有较大影响,家具污染的主要原因有原料环保要求不达标、生产工艺不合理以及我国标准的不完善。因此我们应借鉴国外一些标志体系,逐渐完善我国标准和法规,并加强执法力度。     

水生植物对不同富营养化程度水体净化能力研究

为不同富营养化程度水体筛选出净化能力强的植物种类,文章采用模拟人工湿地系统处理人工配制污水的方法,以7d为一个采样周期,比较了5种植物(满江红、槐叶萍、四叶萍、黑藻和慈姑)在轻度、中度和重度富营养水体中TN、TP、NH4+-N去除能力.实验结果表明:5种植物处理能力随着富营养程度提高而增大.在重度富营养条件下,处理能力...     

利用铜矿尾砂研制低强度可控性填料

利用铜矿尾砂、粉煤灰、水泥以及加气剂等,混合搅拌成泥浆体,振动成型,制备出低强度可控性填料(CLSM).试验表明:以水泥12.9％、铜矿尾砂(细集料)22.6％、加气剂3.2％、粉煤灰12.9％等工业废弃物,加水48.4％,固液比控制在(14～15):(15～16)之间,制得的CLSM制品,抗压强度0.35～2.00 ...     

膜接触器在环境治理中的应用研究进展

膜接触器是将膜分离和传统化工单元操作有机结合而成的一种新型高效分离器,可不通过两相的直接接触而实现相间传质.继21世纪初首个工业化实例成功以来,在废水中芳香族化合物脱除、重金属选择吸收、废气中氨、CO2、H2S去除等多个领域的环境治理中,膜接触器技术的研究与应用日益重要.在此基础上,文章对膜蒸馏、膜吸收、膜萃取和膜填料...     

一种快腐菌剂在堆肥制作中的应用研究

在接种和未接种条件下,研究了一种菌剂YD-KFI对堆肥制作效果.结果发现,接种该菌剂加快堆肥升温速度、提高最高温度、延长高温维持时间;堆肥制作的升温期和高温期,接种菌剂分别促进了淀粉、可溶性糖和粗纤维等物质的降解,加快了堆肥的腐熟进程.采用PCR-DGGE方法,分析该菌剂对堆肥制作不同阶段微生物群落的影响,发现在堆肥制...