Artificial neural network modeling of dissolved oxygen in the Heihe River, Northwestern China

Identification and quantification of dissolved oxygen (DO) profiles of river is one of the primary concerns for water resources managers. In this research, an artificial neural network (ANN) was developed to simulate the DO concentrations in the Heihe River, Northwestern China. A three-layer back-propagation ANN was used with the Bayesian regularization training algorithm. The input variables of the neural network were pH, electrical conductivity, chloride (Cl^?), calcium (Ca²⁺), total alkalinity, total hardness, nitrate nitrogen (NO₃-N), and ammonical nitrogen (NH₄-N). The ANN structure with 14 hidden neurons obtained the best selection. By making comparison between the results of the ANN model and the measured data on the basis of correlation coefficient (r) and root mean square error (RMSE), a good model-fitting DO values indicated the effectiveness of neural network model. It is found that the coefficient of correlation (r) values for the training, validation, and test sets were 0.9654, 0.9841, and 0.9680, respectively, and the respective values of RMSE for the training, validation, and test sets were 0.4272, 0.3667, and 0.4570, respectively. Sensitivity analysis was used to determine the influence of input variables on the dependent variable. The most effective inputs were determined as pH, NO₃-N, NH₄-N, and Ca²⁺. Cl^? was found to be least effective variables on the proposed model. The identified ANN model can be used to simulate the water quality parameters.     

基于CDIO的民航安全工程课程体系研究

研究、对比了行业特色性和通用行业安全性两种现行安全工程课程体系的现状及存在的主要问题,提出了基于CDIO的民航安全工程课程体系,即C＂构思＂：以产业需求为导向从基本素质、技能、经验和意识4个方面设置了民航安全专业人才能力要求;D＂设计＂：设计了理论知识和技术、应用技能、实验实践和意识4大模块的课程体系,其中理论知识和技术模块采用2＋X＋1和模块化教学模式;I＂实施＂：从＂工程师＂模式教师团队培养、项目教学方法改革、教材建设同步产业需求、实验和实践环节建设等落实课程体系;O＂运行＂：通过多渠道获取反馈信息,进而评估、修订、完善课程体系的＂构思＂,实现民航安全工程课程体系系统管理、闭环管理、持续改进。该模式弥补了安全工程课程体系不是以＂工作能力需求＂为导向、课程体系与产业需求脱节和理论与实践无法有机结合等问题。     

剪切力对好氧颗粒污泥的影响及其脱氮除磷特性研究

以普通絮状活性污泥为接种污泥,以人工配制模拟生活污水为进水,采用有机负荷调控法,在SBR反应器内培养富含聚磷菌的好氧颗粒污泥,研究剪切力对好氧颗粒污泥理化特性及生物学特性的影响,并探讨好氧颗粒污泥的同步脱氮除磷特性.首先SBR以厌氧/好氧方式运行,采用有机负荷调控法培养出富含聚磷菌的好氧颗粒污泥,其粒径在1.0～2.0 mm,SVI在20～22 mL/g,MLVSS/MLSS为91.0％,活性污泥比耗氧速率(SOUR)为45.32 mg/(g·h).颗粒污泥具有良好的沉降性能和较高的生物量,磷酸盐去除率为78％ ～ 99％.然后通过控制搅拌机转速研究4种不同剪切力(以剪切应力表示为0.120 N/m2、0.151 N/m2、0.184 N/m2、0.220 N/m2)条件下好氧颗粒污泥的颗粒化进程、颗粒污泥形态及生物活性.结果表明,当剪切力在0.120-0.220 N/m2之间时,剪切力越大,培养出的好氧颗粒污泥的结构越密实,形状越规则,生物活性越强;在一定范围内(0.120～0.184N/m2),剪切力越大,污泥的颗粒化进程越快,培养出的颗粒污泥的粒径越大;但当剪切力为0.220 N/m2时,污泥的颗粒化进程反而变慢,培养出的较大的颗粒污泥解体,颗粒污泥的粒径反而变小.最后采用逐渐增加进水NH;-N负荷的方法诱导具有同步脱氮除磷能力的好氧颗粒污泥,25d后,SBR对NH4+-N、TN、PO3-4--P的去除率分别达到99.7％、89.8％及94.5％.     

土壤中酞酸酯类化合物监测方法的质量控制研究

从监测结果控制的角度对近10年的土壤中PAEs监测方法进行了探讨,重点比较了索氏萃取柱净化GC/MS、微波萃取柱净化GC、加速溶剂萃取柱净化GC/MS和加速溶剂萃取GPCGC/MS方法的检出限、精密度和准确度。旨在为中国土壤监测方法的建立提供基础支撑,为开展质量控制工作提供评价依据。     

试析加强环境监测、监察业务联动的意义、内容和措施

环境监察和环境监测是环境保护工作的重要组成部分,监察体现了环保工作的权威性,监测则保证了环保工作的科学性。全面论述加强环境监察监测联动的重要意义,从思想和技术方面探讨加强环境监察监测联动的可行方法,对如何建立科学的环境监察与环境监测联动机制,快速、准确查处环保违法行为具有一定的指导意义。     

Characteristics and assessment of phthalate esters in urban dusts in Guangzhou city, China

Phthalate esters (PAEs) were examined in indoor and outdoor dust samples from the subtropical city of Guangzhou, China. The ∑(16)PAEs concentrations ranged from 121 to 3,223 μg g(-1) dust, with the median concentration of 840 μg g(-1) dust. Significantly higher concentrations of PAEs in dust samples were found in offices where electrical and electronic devices, carpet pads, and office furniture were widely used. Of the 16 PAEs, diisobutyl phthalate (DiBP), di-n-butyl phthalate (DnBP), and di(2-ethylhexyl) phthalate (DEHP) dominated the PAEs in indoor and outdoor dust samples, and accounted for >96.8% and >93.1% of the ∑(16)PAEs concentrations, respectively. The median daily inhalation exposure of ∑(16)PAEs were 3.53 and 0.247 μg kg(-1) body weight day(-1), and at the 95(th) percentile were 7.62 and 0.530 μg kg(-1) body weight day(-1), up on the measured concentrations and estimated dust ingestion rates, respectively, for toddles and adults. The ubiquitous distribution of PAEs as noted in this study suggests the need for detailed assessment of PAEs concentrations using more sites and to further investigate the factors influencing PAEs exposure in China.     

废旧冰箱拆解聚氨酯泡沫塑料制备PU/PP复合材料

利用废旧冰箱拆解的聚氨酯泡沫塑料(PU)和聚丙烯(PP)、聚丙烯接枝马来酸酐(PP-g-MAH)为原料,采用物理化学回收技术制备PU/PP复合材料。用正交实验法分析PU填充量、PU粒径和PP-g-MAH 3个因素对PU/PP复合材料力学性能影响的显著性。结果表明,PU填充量对PU/PP复合材料拉伸性能有显著影响,对冲击性能和弯曲性能没有显著影响;在本文的实验范围内,PU粒径对PU/PP复合材料的力学性能影响不大;而PP-g-MAH投加量对PU/PP复合材料具有一定的影响。确定的优化工艺配方为:PU 40%;PU粒径选择2.00 mm;PP-g-MAH投加量10%。采用优化工艺制备的PU/PP复合材料的密度为1 042.88 kg/m3;冲击强度为2.9 kJ/m2;拉伸强度为10.30 MPa;拉伸模量为1 100 MPa;弯曲强度为18.5 MPa;弯曲模量为733 MPa。     

好氧颗粒污泥自生动态膜生物反应器处理碱减量印染废水

自生动态膜生物反应器(SFDMBR)接种颗粒污泥启动,研究溶解氧浓度和水力停留时间对该反应器处理碱减量印染废水的影响。自生动态膜生物反应器形成稳定的动态膜后,出水浊度小于10 NTU,系统对浊度的去除率在90%以上,溶解氧和水力停留时间对反应器出水浊度基本无影响。系统对废水色度的去除率随着溶解氧浓度的提高和水力停留时间的延长而增加,但是系统对色度的去除效率一般不超过40%。溶解氧浓度由0.3 mg/L逐渐增大至2.4 mg/L,COD的去除率由40%提升至80%,而当溶解氧浓度大于1.0 mg/L后,UV254的去除率达到95%。水力停留时间在8~48 h时,COD去除效率由65%逐渐上升至85%左右;水力停留时间在8~32 h,UV254去除效率为68%~93%,超过32 h后水力停留时间对UV254去除效率的影响已不明显。     

Concentration and health risk evaluation of heavy metals in market-sold vegetables and fishes based on questionnaires in Beijing,China

Concentrations of heavy metals (As, Cd, Pb, Cu, Ni, Fe, Mn, and Zn) in market vegetables and fishes in Beijing, China, are investigated, and their health risk to local consumers is evaluated by calculating the target hazard quotient (THQ). The heavy metal concentrations in vegetables and fishes ranged from not detectable (ND) to 0.21 mg/kg fresh weight (f.w.) (As), ND to 0.10 mg/kg f.w. (Cd), and n.d to 0.57 mg/kg f.w. (Pb), with average concentrations of 0.17, 0.04, and 0.24 mg/kg f.w., respectively. The measured concentrations of As, Cd, Pb, Cu, Ni, Fe, Mn, and Zn are generally lower than the safety limits given by the Chinese regulation safety and quality standards of agriculture products (GB2762-2012). As, Cd, and Pb contaminations are found in vegetables and fishes. The exceeding standard rates are 19 % for As, 3 % for Cd, and 25 % for Pb. Pb contaminations are found quite focused on the fish samples from traditional agri-product markets. The paper further analyzed the health risk of heavy metals in vegetables and fishes respectively from supermarkets and traditional agri-product markets; the results showed that the fishes of traditional agri-product markets have higher health risk, while the supermarkets have vegetables of higher heavy metal risk, and the supervision should be strengthened in the fish supply channels in traditional agri-product markets.