贝叶斯规整化BPNN定量流域非点源污染负荷研究

将贝叶斯规整化BP神经网络(BRBPNN)应用于渭河流域非点源污染、社会和经济之间相互作用的研究。采用相关系数法确定输入变量为"降雨"、"种植地"、"草地"、"人口密度"和"羊密度",输出变量为总氮负荷。结果表明用BRBPNN定量非点源污染负荷是可行的,综合选择最优网络模型结构为BRBPNN(3c-7-1),其训练集和预测集相关系数分别为1.0000和0.9780,对应的均方误差分别为88.32和3.21×102。采用权值理论分析各输入因子对网络的贡献,依次为"降雨">"羊密度">"种植地"。该研究可为流域非点源污染的治理提供依据。     

应用自动识别与定量分析数据库筛查黄河和长江水中有机污染物

采用气质联用分析,并应用自动识别与定量分析数据库(AIQS-DB)对黄河下游和长江下游水样中近1000种有机污染物进行了筛查.结果表明,黄河下游山东段和长江下游江苏段水样分别检出95种和121种化合物,主要包括正构烷烃、多环芳烃、酚类、硝基化合物、酞酸酯类、农药和药物等.其中,黄河和长江水样中正构烷烃平均浓度分别为1806ng/L和720ng/L;16种优控PAHs平均浓度分别为27ng/L和30ng/L;6种优控PAEs的平均浓度分别为77ng/L和2166ng/L;黄河和长江水样分别检出9种和17种农药.黄河各采样点间污染物浓度差别较大,而长江采样点间浓度相差较小.研究表明,气质联用结合AIQS-DB可有效用于区域性污染物的筛查.     

Assessment of polychlorinated dibenzo-p-dioxins and dibenzofurans in sludges according to the European environmental policy

The amount of sewage sludge generated in Europe is expected to surpass the 10 million tons/year in 2006 as a result of the waste water treatment process according to the Water Policy in European Union. Sewage sludge is what is left behind after water is cleaned in waste treatment plants and is characterized for this high content in nitrogen and phosphorous that could be of great importance in agriculture as fertilizer or soil conditioner. On the other hand, pollutants like metals and organic contaminants are usually removed from water and are accumulated in the sewage sludge, reaching the food chain if their concentrations are not below the safe limits established by the European legislation. The latter issue is of great concern nowadays and in this sense, different works alert against the use of the sewage sludge in agriculture arguing that serious illnesses, even resulting in death as well as adverse environmental impacts are associated to the application of sewage sludge. This work is a continuation of a former comprehensive survey on of priority organic pollutant in sludges for agricultural purposes carried out by our group in Catalonia and this time is focused on the polychlorinated dibenzo-p-dioxins and dibenzofurans (PCDD/F), one of the most toxic group of organic compounds listed in the Work Document on Sludge which is the reference tool in this field in Europe and is also included in the Stockholm Convention. Eighty eight samples were collected from the end of 2003 to April 2006 and the concentrations detected were lower than the 100 ng/kg I-TEQ limit recommended by the European legislation (EC, 2000). Thus, sewage sludges generated in Catalonia do not represent a threat to human health if they are used as fertilizers in agriculture.     

基于极化SAR的河流有机物污染监测研究

选择我国南方水质变化梯度较为明显的典型河流为对象,分析基于C波段极化合成孔径雷达(极化SAR)的河流水污染监测评估技术.引入了随机粗糙面电磁散射理论对污染水域的散射特性进行了建模,研究了水体污染可能对散射模型及参数的影响,分析了同步得到的极化SAR数据与水体常用污染指标的监测数据.通过比较19个采样点的后向散射系数与同步监测的水质指标,发现化学需氧量(COD)与HH和VV通道的后向散射系数比成正相关性,这与由电磁理论建立的散射模型及水体污染对散射模型参数影响的分析相符.利用最小二乘法,拟合得到了利用HH与VV通道后向散射系数比来反演化学需氧量的公式,拟合结果的相关系数达到0.90.本研究建立了利用极化SAR的HH与VV通道后向散射系数比监测水体有机物污染的模型,该模型主要通过分析同步监测数据获得,基于电磁散射理论的分析支持了该模型的有效性.     

中国生物质燃烧大气污染物排放清单

根据2000-2007年各省市生物质燃烧消耗量和排放因子,估算了中国大陆生物质燃烧所导致的NOx、SO2、CO、CO2、CH4、NMHC、PM、BC排放量,并给出了分省区、分生物质类型的排放清单.研究表明,2007年中国生物质燃烧排放的NOx、SO2、CO、CO2、CH4、NMHC、PM和BC排放量分别为109万t,1...     

厦门市能源消费对环境及公共健康影响研究

由能源消费排放的多种大气污染物对环境和公共健康的影响越来越严重.以厦门市为研究案例,应用LEAP模型、剂量效应（Doseeffective）和暴露-响应（Exposure-response）原理构建能源-环境-公共健康模型,计算厦门市不同情景下主要大气污染物PM10和SO2排放量和由这两种污染物引发的公共健康经济损失,...     

Application of the AERMOD modeling system for environmental impact assessment of NO2 emissions from a cement complex

We applied the model of American Meteorological Society-Environmental Protection Agency Regulatory Model (AERMOD) as a tool for the analysis of nitrogen dioxide (NO2) emissions from a cement complex as a part of the environmental impact assessment. The dispersion of NO2 from four cement plants within the selected cement complex were investigated both by measurement and AERMOD simulation in dry and wet seasons. Simulated values of NO2 emissions were compared with those obtained during a 7-day continuous measurement campaign at 12 receptors. It was predicted that NO2 concentration peaks were found more within 1 to 5 km, where the measurement and simulation were in good agreement, than at the receptors 5 km further away from the reference point. The Quantile- Quantile plots of NO2 concentrations in dry season were mostly fitted to the middle line compared to those in wet season. This can be attributed to high NO2 wet deposition. The results show that for both the measurement and the simulation using the AERMOD, NO2 concentrations do not exceed the NO2 concentration limit set by the National Ambient Air Quality Standards (NAAQS) of Thailand. This indicates that NO2 emissions from the cement complex have no significant impact on nearby communities. It can be concluded that the AERMOD can provide useful information to identify high pollution impact areas for the EIA guidelines.     

基于数据库支持的非点源污染模型LSPC及其应用

文章介绍了一种基于数据库支持的非点源污染模型LSPC(Loading Simulation Program in C++),模型思想源于采集数据分析系统(Mining Data Analysis System),其本质是基于C++语言对HSPF(Hydrologic Simulation Program Fortran...     

土地利用结构变化对非点源污染的影响研究

目前,应用模型对非点源污染进行时空模拟是非点源污染研究的重要方向,而输出系数模型在我国中、大尺度流域的非点源污染负荷研究时表现出独特的优越性。文章通过洪湖地区为例,利用输出系数模型,结合GIS技术,模拟洪湖地区污染物负荷空间分布及估算污染物总负荷。结果表明:(1)非点源污染高负荷区占洪湖市大部分面积,主要是农业耕作区带来的面源污染;沿路以及沿湖一带林地、草地为非点源污染低负荷区,这部分面积占洪湖总面积较少。(2)1995-2000年5年中耕地对TN的贡献率下降0.19个百分点,对TP的贡献率下降0.15个百分点,城镇用地对TN的贡献率上升0.18个百分点,对TP的贡献率上升0.13个百分点,林地和草地的贡献率略有上升,这与耕地面积减少,建设用地的不断扩张有关。(3)耕地对TN、TP贡献率在各种土地利用类型中占主导地位,贡献率其次为城镇用地、未利用地、林地、草地。     

发光菌在环境毒性检测中的应用

快速、灵敏、低廉的发光细菌毒性检测技术能够准确评价各类污染物毒性,反映出水体的污染情况和污染物的毒性。概括了发光菌毒性监测技术及其原理,综述了在水环境、大气环境、土壤环境等方面的应用研究,并对未来的研究方向进行了展望。