Progress in developing an ANN model for air pollution index forecast

An air pollution index (API) reporting system is introduced to selected cities of China for public communication on air quality data. Shanghai is the first city in China providing daily average API reports and forecasts. This paper describes the development of an artificial neural network (ANN) model for the API forecasting in Shanghai. It is a multiple layer perceptron (MLP) network, with meteorological forecasting data as the main input, to output the next day average API values. However, the initial version of the MLP model did not work well. To improve the model, a series of tests were conducted with respect to the training method and structure optimization. Based on the test results, the training algorithm was modified and a new model was built. The new model is now being used in Shanghai for API forecasting. Its performance is shown reasonably well in comparison with observation. The application of the old model was only weakly correlated with observation. In 1-year application, the correlation coefficients were 0.2314, 0.1022 and 0.1710 for TSP, SO₂ and NO_x, respectively. But for the new model, for over 8 months application, the correlation coefficients are raised to 0.6056, 0.6993 and 0.6300 for PM₁₀, SO₂, and NO₂. Further, the new algorithm does not rely on manpower intervention so that it is now being applied in several other Chinese cities with quite different meteorological conditions. The structure of the model and the application results are presented in this paper and also the problems to be further studied.     

手性污染物环境行为的对映体差异性

环境中手性污染物对映体选择性行为的研究历史不长 ,但由于手性化合物对映体生物活性的差异性 ,手性污染物在环境中的对映体选择性行为已愈来愈引起人们的关注。本文对近 10多年来手性污染物的环境行为研究进行全面评述     

等离子体发生区工作时发射特定光谱的研究

介绍了2种不同等离子体发生区和不同测量距离对等离子体发生区沿面蓝光中紫外光的波长和相对光强的影响,所测的臭氧发生量大的等离子体发生区的紫外光的相对光强高,测量距离与相对光强呈指数关系,并且等离子体发生区沿面蓝光具有光催化作用.     

污染土壤修复效果评定方法的研究

在实施污染土壤修复的环境工程后,需要通过灵敏和有效的评定方法对污染土壤修复的效果进行评定.然而,单纯依靠化学方法进行污染土壤修复效果的评定,不能揭示土壤的整体质量特征,因此需要生态毒理方法作为相互补充的手段.本文概述了植物毒性评定法、陆生无脊椎动物评定法和土壤微生物评定法及其在污染土壤修复效果评定中的应用,并对污染土壤修复效果评定方法的发展前景进行展望.     

活性炭纤维吸附废水中对硝基苯酚及其脱附研究

采用新型高效吸附剂——活性炭纤维吸附废水中对硝基苯酚，对其吸附和脱附影响因素进行了较详细的研究，确定了最佳工艺参数，并对动态吸附一脱附进行了稳定性实验。在最佳的吸附条件下，装填4g活性炭纤维可处理含对硝基苯酚1000mg/L的废水1400mL，出水对硝基苯酚浓度〈2mg／L，达到国家综合污水一级排放标准，活性炭纤维有效吸附量可达349．87mg／g。在最佳脱附条件下，脱附率〉99％，并可从高浓度脱附液中回收对硝基苯酚。稳定性实验表明，吸附-脱附性能稳定，采用活性炭纤维吸附处理对硝基苯酚废水是一种行之有效的处理方法。     

Performance and fouling mechanism of direct contact membrane distillation (DCMD) treating fermentation wastewater with high organic concentrations

In this study,direct contact membrane distillation(DCMD)was used for treating fermentation wastewater with high organic concentrations.DCMD performance characteristics including permeate flux,permeate water quality as well as membrane fouling were investigated systematically.Experimental results showed that,after 12 hr DCMD,the feed wastewater was concentrated by about a factor of 3.7 on a volumetric basis,with the permeate flux decreasing from the initial 8.7 L/m~2/hr to the final 4.3 L/m~2/hr due to membrane fouling;the protein concentration in the feed wastewater was increased by about 3.5 times and achieved a value of 6178 mg/L,which is suitable for reutilization.Although COD and TOC in permeate water increased continuously due to the transfer of volatile components from wastewater,organic rejection of over 95%was achieved in wastewater.GC–MS results suggested that the fermentation wastewater contained 128kinds of organics,in which 14 organics dominated.After 12 hr DCMD,not only volatile organics including trimethyl pyrazine,2-acetyl pyrrole,phenethyl alcohol and phenylacetic acid,but also non-volatile dibutyl phthalate was detected in permeate water due to membrane wetting.FT-IR and SEM–EDS results indicated that the deposits formed on the membrane inner surface mainly consisted of Ca,Mg,and amine,carboxylic acid and aromatic groups.The fouled membrane could be recovered,as most of the deposits could be removed using a HCl/Na OH chemical cleaning method.     

DIDP通过线粒体-Caspase途径诱导昆明小鼠肝脏损伤的研究

为探究DIDP（Di-iso-decyl phthalate,邻苯二甲酸二异癸酯）对肝脏的影响及其可能的分子机制,以昆明小鼠为研究对象,选用Res（resveratrol,白藜芦醇）为抗氧化剂,分别设置对照组,0.15、1.5、15、150 mg/（kg·d）DIDP组,Res组,150 mg/（kg·d）DIDP+Res组,灌胃染毒9 d后,对小鼠肝脏切片进行HE染色观察,并检测ROS（reactive oxygen,活性氧）、GSH（glutathione,谷胱甘肽）、MDA（malondialdehyde,丙二醛）、Cyt-C（cytochromec,细胞色素C）、Caspase-3和血清中的ALT（alanine aminotransferase,丙氨酸氨基转移酶）含量.结果表明:与对照组相比,15、150 mg/（kg·d）DIDP组小鼠血清中ALT含量极显著上升（P < 0.01）;HE染色结果显示,15、150 mg/（kg·d）DIDP组小鼠出现肝细胞水肿、肝索紊乱、肝窦以及肝中央静脉扩张等现象;15、150 mg/（kg·d）DIDP组小鼠肝脏ROS含量显著上升（P < 0.05）,GSH含量显著下降（P < 0.05）,150 mg/（kg·d）DIDP组小鼠肝脏MDA含量极显著上升（P < 0.01）;1.5、15、150 mg/（kg·d）DIDP组小鼠肝脏中c（Cyt-C）极显著上升（P < 0.01）;15、150 mg/（kg·d）DIDP组小鼠肝脏中Caspase-3表达量极显著上升（P < 0.01）.DIDP染毒剂量的增加对肝脏的各种损伤程度呈上升趋势,Res可减轻上述DIDP对肝脏造成的各种损伤.研究显示,15、150 mg/（kg·d）DIDP可诱导肝脏组织氧化应激水平上升,进而造成线粒体损伤,导致细胞凋亡,造成肝功能受损,因此,线粒体-Caspase途径可能是DIDP诱导肝脏损伤的潜在机制之一.      

Particulate matter pollution in Kunshan High-Tech zone: Source apportionment with trace elements, plume evolution and its monitoring

Particulate matter(PM) in the Kunshan High-Tech zone is studied during a three-month campaign. PM and trace elements are measured by the online pollution monitoring, forecastwarning and source term retrieval system AS3. Hourly measured concentrations of PM_(10), PM_(2.5) and 16 trace elements in the PM_(2.5) section(Ca, Pb, Cu, Cl, V, Cr, Fe, Ti, Mn, Ni, Zn, Ga, As, Se, Sr, Ba)are focused. Source apportionment of trace elements by Positive Matrix Factorization modeling indicates that there are five major sources, including dust, industrial processing, traffic,combustion, and sea salt with contribution rate of 23.68%, 21.66%, 14.30%, 22.03%, and 6.89%,respectively. Prediction of plume dispersion from concrete plant and traffic emissions shows that PM_(10) pollution of concrete plant is three orders of magnitude more than that of the traffic. The influence range can extend to more than 3 km in 1 hr. Because the footprint of the industrial plumes is constantly moving according to the local meteorological conditions, the fixed monitoring sites scattered in a few hundred meters haven't captured the heaviest pollution plume at the local scale of a few km~2. As a more intensive monitoring network is not operationally possible, the use of online modeling gives accurate and quantitative information of plume location, which increases the spatial pollution monitoring capacity and improves the understanding of measurement data. These results indicate that the development of the AS3 system, which combines monitoring equipment and air pollution modeling systems, is beneficial to the real-time pollution monitoring in the industrial zone.     

邻苯二甲酸二异癸酯对小鼠学习记忆的影响

为研究增塑剂邻苯二甲酸二异癸酯（DIDP）对小鼠学习和记忆能力的影响,以白藜芦醇（Res）作为保护剂,将42只雄性昆明小鼠随机分为6组,每组7只,分别为：生理盐水组、1.5,15,150mg/（kg·d） DIDP组、20mg/（kg·d） Res组、150mg/（kg·d） DIDP+20mg/（kg·d） Res组.连续灌胃染毒9d,期间同时进行Morris水迷宫实验.第10d将小鼠处死,取出脑组织,检测活性氧簇（ROS）、谷胱甘肽（GSH）、丙二醛（MDA）、8-羟基脱氧鸟苷（8-OHdG）、肿瘤坏死因子（TNF-α）、白细胞介素1β（IL-1β）的含量.并对小鼠海马体切片进行H&E染色,观察病理变化.结果显示,15,150mg/（kg·d） DIDP染毒可导致小鼠的学习和记忆能力显著低于对照组,同时可诱发脑组织产生氧化应激,并促进炎症因子释放,而Res能有效减弱脑组织氧化应激水平.由上可得,DIDP致小鼠学习和记忆能力下降可能与其引起的脑组织中海马体的氧化损伤有关,同时Res可能通过降低DIDP引起的氧化应激进而减轻其对小鼠造成的学习记忆损伤.     

汽车涂装废水除镍的试验研究

镍是国家严格控制的一类污染物,采用化学沉淀法对汽车涂装废水进行除镍的试验研究。结果表明：投加氢氧化钙300mg／L,pH控制在11．0左右时,镍的去除率可以达到90．5％,出水完全满足《上海市污水综合排放标准（DB31／199）》。