支持向量机用于芳烃类化合物对芳烃受体亲和性QSAR研究

尝试将支持向量机(SVM)应用于3种典型芳烃类环境毒物(PCDD,PCDF和PCB)定量构效关系研究,通过对芳烃受体亲和性考察,结果发现该组样本的生物活性在一定程度上与分子电性距离矢量具有非线性联系.SVM对内部和外部样本都具良好稳定性能和预测能力:所得模型拟合、交叉检验、外部预测复相关系数及均方根误差分别为R2cum=0.922、Q2cum=0.825、Q2ext=0.834和RMSext=0.531将其与文献报道及多元线性回归、偏最小二乘、人工神经网络进行比较,结果表明对小样本、非线性问题SVM具较强拓展性及泛化能力,故在环境毒物评价和控制中具有广阔应用前景.     

SBBR同步硝化反硝化处理生活污水的影响因素

序批式生物膜反应器SBBR采用塑料鲍尔环填料,在有氧情况下用于处理实际生活污水.该反应器能很好地创造缺氧微环境,载体生物膜具有吸附储碳能力,出现了良好的同步硝化和反硝化现象.反应器中溶解氧浓度在较大的范围内(0.8～4.0 mg·L-1)能有效地实现同步硝化和反硝化.当溶解氧浓度大于4.0 mg·L-1后,TN容积去除率大幅下降,出水TN大幅上升.增加载体生物膜厚度有利于同步硝化和反硝化.进水浓度基本不影响脱氮的效率,但出水TN随进水浓度增加而升高,建议原水浓度高时可增加后续脱氮处理或减少进水量来满足出水要求.优化运行方法和参数后,SBBR连续运行的TN去除率可稳定在74%～82%.     

常温空气无焰燃烧中NOx生成的研究

研究了常温空气无焰燃烧中Nox的生成规律.实验研究和计算分析表明,在燃烧器射流对称轴上(300mm×2000mm的空间内),自喷口至炉膛中心处,有一个温度较低的剧烈的燃气与空气扩散混合区,在此区域内,不生成Nox;温度大于1320K的区域,开始生成N2O;在炉膛后部温度大于1810K的高温区,开始生成NO.过量空气系数与容积热负荷对烟气中Nox生成量的影响不大与传统的扩散火焰或预混火焰不同,常温空气无焰燃烧反应发生在一个弥散的宽广区域,在整个炉膛内同时进行,炉膛内高温区面积很小,因而Nox的生成量低,排放稳定.     

旅游踩踏对土壤微生物生物量碳、氮、磷的影响

为了探明旅游活动对张家界国家森林公园土壤微生物活性及多样性的影响,保护土壤生态平衡及合理开发自然保护区提供理论依据,进行了旅游踩踏对土壤微生物生物量碳、氮、磷的影响研究.结果表明,在所设的3个试验区中,0～5cm土壤层的微生物生物量碳、磷受到旅游踩踏的影响最严重,5～15cm土壤层的微生物生物量碳、磷受到旅游踩踏的影响较严重,而15～25cm土壤层的微生物生物量碳、磷受到旅游踩踏的影响最轻,旅游踩踏对所设3个试验区中3个层次土壤的微生物生物量碳、磷的影响均达到了显著水平(p＜0.05).从旅游踩踏对3个土壤层的微生物生物量氮的影响程度来看,0～5cm土壤层的微生物生物量氮受到的影响最严重,5～15cm土壤层的微生物生物量氮受到的影响较严重,而15～25cm土壤层的微生物生物量氮受到的影响最轻,背景区与缓冲区15～25cm土壤层的微生物生物量氮差异没有达到显著水平.说明张家界国家森林公园土壤微生物遭到了旅游踩踏的破坏,抵御外界干扰的能力已受到了旅游踩踏的破坏.     

钢铁废水混凝处理试验研究

通过某钢铁公司废水处理研究试验,采用不同混凝剂和阴阳离子型聚丙烯酰胺(PAM)助凝剂,对不同时间段的废水进行混凝试验,确定最佳加药量和最佳混凝剂。试验表明,硫酸铝对油、全铁和COD等的去除率相对较高,且具有不需投加助凝剂PAM、适用性强等优点。     

五种重金属离子对黑褐新糠虾的急性毒性试验

通过Cu、Hg、Cd、Zn、Pb等5种重金属离子对黑褐新糠虾的急性毒性试验,分别得出了5种重金属离子对黑褐新糠虾的24、48、72、96 h半致死浓度及安全浓度,依次为:Cu2 0.625、0.161、0.161、0.125、0.013 mg/L;Zn2 4.028、1.083、0.917、0.583、0.058mg/L;Cd2 2.679、0.625、0.250、0.161、0.016mg/L;Pd2 13.750、13.750、9.583、1.917、0.192mg/L;Hg2 0.161、0.150、0.150、0.150、0.015 mg/L。研究结果表明:黑褐新糠虾对5种金属离子的敏感性为Cu2 >Hg2 >Cd2 >Zn2 >Pb2 ,黑褐新糠虾作为水域重金属离子的监测生物具有较明显的优势。     

Enhancing treatment efficiency of swine wastewater by effluent recirculation in vertical-flow constructed wetland

Introduction Livestock w astew ater contains highly concen- trated pollutants, including suspended solids (SS), organics, nutrients and bacteria. In C hina, w astew ater generated by concentrated farm s is com m only stored in anaerobic lagoons and partia…     

Levels of polycyclic aromatic hydrocarbons in some agricultural, industrial and urban areas along Xiamen coastal waters, China

An intensive investigation was conducted to study the distribution of polycyclic aromatic hydrocarbons （PAHs）, to show firstly the level of pollution in the agricultural areas and analyses specifically the status of soil polluted by these persistent pollutants in some locations of Xiamen region. Soil samples collected from Jiulong agricultural catchment have been analysed for 16 PAH compounds, using gas chromatography flame ionization detection in order to determine the level of selected PAH components and to identify the factors that may control their distribution and persistence in the area. The main PAHs found in soil samples were the low molecular weight. The total PAHs detected in soil samples ranged from 0.50 to 0.95 μg/g soil. The highest values of PAHs were significantly detected in the orange tree leaves, which range from 236.1 to 249.3 μg/g soil showing recent atmospheric inputs of these volatile pollutants. The distribution of PAHs in vegetable were monitored and indicating that the concentration were high and ranged from 8.24 to 58.87 μg/g. Other sediment samples were also collected and analysed from urban sewage （5.26 μg/g dw）, aquacultural （0.52 μg/g dw） and industrial areas （from 0.62 to 2.09 μg/g dw）, during this investigation. The contamination of Jiulong river estuary and Xiamen Western Sea by PAHs has been then widely justified by wastcwatcr discharges and soil runoffs from these areas. The results, therefore, provide important information on the current contamination status caused by the atmospheric transport and point to the need for urgent actions to stop the release of these hydrocarbons to the environment. The necessity of implementing systematic monitoring of PAHs is also emphasized.     

Prediction of the concentration of chlorophyll-α for Liuhai urban lakes in Beijing City

Introduction The eutrophication of fresh w ater has becom e a m ain w ater environm ental problem in the w orld. The m ain negative im pacts of fresh w ater eutrophication are w ater quality deterioration and the decrease of hydrophytes and aquatic specie…     

强化絮凝-生物氧化工艺中强化絮凝效果的研究

基于强化絮凝-生物氧化联合处理工艺具有运行灵活、处理效果稳定等特点,近年来,对该类工艺的研究引起广泛关注.本文针对城市生活污水,以探讨前段强化絮凝处理对后续生物处理的影响为目的,分别对PAC、PAFCS、PFS以及回流污泥进行絮凝试验,探讨化学絮凝作用和生物絮凝作用去除不同污染物的机理.