Modeling of a sequencing batch reactor treating municipal wastewater using multi-layer perceptron and radial basis function artificial neural networks

A sequencing batch reactor was modeled using multi-layer perceptron and radial basis function artificial neural networks (MLPANN and RBFANN). Then, the effects of influent concentration (IC), filling time (FT), reaction time (RT), aeration intensity (AI), SRT and MLVSS concentration were examined on the effluent concentrations of TSS, TP, COD and NH₄⁺-N. The results showed that the optimal removal efficiencies would be obtained at FT of 1 h, RT of 6 h, aeration intensity of 0.88 m³/min and SRT of 30 days. In addition, COD and TSS removal efficiencies decreased and TP and NH₄⁺-N removal efficiencies did not change significantly with increases of influent concentration. The TSS, TP, COD and NH₄⁺-N removal efficiencies were 86%, 79%, 94% and 93%, respectively. The training procedures of all contaminants were highly collaborated for both RBFANN and MLPANN models. The results of training and testing data sets showed an almost perfect match between the experimental and the simulated effluent of TSS, TP, COD and NH₄⁺-N. The results indicated that with low experimental values of input data to train ANNs the MLPANN models compared to RBFANN models are more precise due to their higher coefficient of determination (R²) and lower root mean squared errors (RMSE) values.     

建设项目竣工环境保护验收监测工作探讨

论述建设项目竣工环境保护验收监测的作用,对制约验收监测规范发展的一些主要问题提出改进建议。     

螯合纤维的合成及其吸附重金属离子的研究

研究了含有胺肟基和胺腙基功能纤维的合成、结构表征和螯合性能。新型合纤维对多种重金属离子具有良好的吸附性能，能从被污染的水体和土壤中去除重金属离子，经洗脱后可回收金属，螯合纤维能反复使用。     

化学强化一级处理系统BP神经网络建模研究

运用实验室得到的数据为样本，选取了CODcr和絮凝剂投加量为指标，采用三层结构的神经网络，利用Matlab的神经网络工具箱中的批处理梯度下降法对CEPT系统进行辩识。辩识结果表明：模型的预测值与实测值的平均误差在3．7％左右，具有较高的精度。同时，该模型还具有适应性强，使用方便，高效的特点，为CEPT系统的在线实时控制提供了一条有效的途径。     

Serum alpha-fetoprotein and neural tube defects in the first trimester of pregnancy

As part of the Medical Research Council randomized trial of vitamin supplementation in the prevention of neural tube defects (NTDs), maternal serum alpha-fetoprotein (AFP) was available for 19 NTD pregnancies. Each of these was matched with four unaffected controls, by maternal age, participating centre, and duration of sample storage. The samples came from women whose gestational age ranged from 6 to 14 completed weeks. The median AFP level in the affected pregnancies was 1·2 multiples of the median value in unaffected pregnancies of the same gestational age (95 per cent confidence interval (CI) 0·83–1·59). This confirmed the view that serum AFP measurement is of no practical value in the detection of NTDs in the first trimester of pregnancy. The study also showed that folic acid supplementation, used as a method of preventing NTDs, had no effect on the concentrations of maternal serum AFP up to 14 weeks of pregnancy.     

试论公众参与环境决策

公众参与环境决策的理论和实践在我国还是一个新事物。本文深入探讨了在我国公众参与环境决策的理论依据、法律依据以及现实依据；并从现实的角度对我国公众参与环境决策的作用和现状进行了分析；最后，针对我国公众参与环境决策实践过程中存在的问题提出了加强环保知识宣传，完善环境立法以及扩展环境知情权等四点进一步促进我国公众参与环境决策的对策。     

环境监测在经济社会中的地位和作用

环境监测作为环境管理的重要手段之一,在经济发展过程中,我们应了解环境监测在经济建设中的地位和作用,充分有效的利用环境监测的成果,使之为经济发展服务。     

Amniotic fluid fibrinolytic system in fetal neural tube defects

Second trimester amniotic fluid fibrinolytic system was examined in normal pregnancies and those complicated by anencephaly, spina bifida and fetal chromosome abnormalities. No significant difference was demonstrated between the fibrinolytic systems from normal pregnancies and those complicated by fetal chromosome abnormalities. In pregnancies complicated with anencephaly and spina bifida no significant difference was demonstrated for alpha-1-antitrypsin, alpha-1-antichymotrypsin and urokinase. Plasminogen was significantly lower (p < 0.02) and plasmin significantly higher (p < 0.001) than levels from normal amniotic fluid. Alpha-2-macroglobulin, fibrinogen, FDP-D and FDP-E were detected only in pregnancies complicated with anencephaly and spina bifida.     

环境保护规划在建设项目环境管理中的作用

主要介绍了环境保护规划在建设项目环境管理中的作用。分析了制定环境保护规划的必要性 ,提出了落实规划的相应对策     

县级生态农业建设的人工神经网络模型

引入人工神经网络的评价识别方法，建立了ＢＰ模型，以前人建立的县级生态农业建设评价指标体系评价标准，和某县生态农业综合评价指标数据为实例，比较ＢＰ模型的有效性，得到的评价分类结果和指标优先发展顺序决策与实际情况相吻合。