自适应人工鱼群-BP神经网络算法在径流预测中的应用

为了提高水库和河流中长期径流预测精度,提出了弹性自适应人工鱼群算法(RAAFSA)。应用RAAFSA算法训练BP神经网络,实现BP神经网络参数优化,形成弹性自适应人工鱼群-BP神经网络混合算法(RAAFSA-BP),对石泉水库进行中长期径流预测。仿真计算表明,弹性自适应人工鱼群优化的BP神经网络算法收敛速度快于BP神经网络算法、人工鱼群-BP神经网络算法和RBF神经网络算法。该混合算法克服了BP神经网络和人工鱼群算法易陷于局部极值、搜索质量差和精度不高的缺点,改善了BP神经网络的泛化能力,输出稳定性好,预报精度显著提高,每次预测相对误差绝对值都小于6%,合格率达到100%。该算法成功地解决了石泉水库中长期径流预测精度不高的难题,可有效用于水库和河川中长期径流预测。     

北京河流水污染现状分析研究

通过总结近年来北京河流中氮磷、有机质和重金属等方面的研究成果,结果表明北运河水系各河段水质均较差,劣Ⅴ类水质的河流长度超过80％,城市河流污染特征明显,主要污染指标为耗氧型有机污染物和氨氮,重金属污染较轻,悬浮物中的重金属占较大的比重;永定河水系枯水期氮污染较重,主要是硝态氮超标,以颗粒态磷为主要形式的磷污染较轻,重金属含量大都低于地表水Ⅲ类标准;潮白河水系水质较好,各水质指标除个别断面外大都满足中Ⅲ类水标准,重金属含量大都符合Ⅰ～Ⅲ类水标准。     

接枝羧基壳聚糖的合成及其对重金属离子的吸附性能

以壳聚糖为基体,经环氧氯丙烷交联,制备了水不溶性交联壳聚糖,然后以Ｆｅ＾２＋－Ｈ２Ｏ２为引发剂,将丙烯腈单体接枝到ＣＣＴＳ分子骨架上,经皂化制得了水溶性接枝羧基壳聚糖聚合物。     

改进取样方法提高含油废水中CODcr值的准确度

化学需氧量(CODcr)和石油类都是中国实施水污染物排放总量控制指标,也是环境监测的常测项目.CODcr是反映水体中受还原性物质主要是有机物污染程度的综合性指标.矿物油和动、植物油统称为油类,是废水中常见的有机污染物,对CODcr的贡献较大.探索水体中CODcr值与油类物质含量之间的相关性,对CODcr值准确性的判断有一定指导意义.改进含油废水的取样方法,有利于提高CODcr测定值的准确性和代表性.     

An online monitoring system for atmospheric nitrous acid (HONO) based on stripping coil and ion chromatography

A new instrument for measuring atmospheric nitrous acid(HONO) was developed,consisting of a double-wall glass stripping coil sampler coupled with ion chromatography(SC-IC).SC-IC is featured by small size(50 × 35 × 25 cm) and modular construction,including three independent parts:the sampling unit,the transfer and supporting unit,and the detection unit.High collection efficiency(> 99%) was achieved with 25 μmol/L Na2CO3 as absorption solution even in the presence of highly acidic compounds.This instrument has a detection limit of 8 pptv at 15 min time resolution,with a measurement uncertainty of 7%.Potential interferences from NOx,NO2+SO2,NO2+VOCs,HONO+O3,HNO3,peroxyacetyl nitrite(PAN) and particle nitrite were quantified in laboratory studies and were found to be insignificant under typical atmospheric conditions.Within the framework of the 3C-STAR project,inter-comparison between the SC-IC and LOPAP(long path liquid absorption photometer) was conducted at a rural site in the Pearl River Delta.Good agreement was achieved between the two instruments over three weeks.Both instruments determined a clear diurnal profile of ambient HONO concentrations from 0.1 to 2.5 ppbv.However,deviations were found for low ambient HONO concentrations(i.e.< 0.3 ppbv),which cannot be explained by previous investigated interference species.To accurately determine the HONO budget under illuminated conditions,more intercomparison of HONO measurement techniques is still needed in future studies,especially at low HONO concentrations.     

Dry deposition velocity of total suspended particles and meteorological influence in four locations in Guangzhou, China

Dry deposition velocity of total suspended particles (TSP) is an effective parameter that describes the speed of atmospheric particulate matter deposit to the natural surface. It is also an important indicator to the capacity of atmosphere self-depuration. However, the spatial and temporal variations in dry deposition velocity of TSP at different urban landscapes and the relationship between dry deposition velocity and the meteorological parameters are subject to large uncertainties. We concurrently investigated this relationship at four different landscapes of Guangzhou, from October to December of 2009. The result of the average dry deposition velocity is (1.49 ± 0.77), (1.44 ± 0.77), (1.13 ± 0.53) and (1.82 ± 0.82) cm/sec for urban commercial landscape, urban forest landscape, urban residential landscape and country landscape, respectively. This spatial variation can be explained by the difference of both particle size composition of TSP and meteorological parameters of sampling sites. Dry deposition velocity of TSP has a positive correlation with wind speed, and a negative correlation with temperature and relative humidity. Wind speed is the strongest factor that affects the magnitude of TSP dry deposition velocity, and the temperature is another considerable strong meteorological factor.We also find out that the relative humidity brings less impact, especially during the dry season. It is thus implied that the current global warming and urban heat island effect may lead to correlative changes in TSP dry deposition velocity, especially in the urban areas.     

旅游诱导下乡村能源消费模式转型与综合效益评估——六盘山旅游扶贫试验区的案例实证

乡村旅游已成为推动中国乡村转型和促进能源消费模式转变的重要动力之一。论文以六盘山国家旅游扶贫试验区为案例,研究了旅游扶贫工程实施后农户家庭能源消费模式转型及其效益变化。结果表明:在农户家庭能源消费由"生活-生产系统"向"生活-旅游系统"的转变过程中,能源利用综合效益显著提升,在促进区域社会经济发展和生态环境改善中发挥着重大的作用。相对于传统农户,乡村旅游农户单位能源产出的经济效益(4.53元/kgce)提高2.86倍,同时实现了生态效益0.11元/kgce和社会效益1.09元/kgce的显著提升。研究也发现,有鉴于乡村旅游能源消费在乡村具有广泛的示范性,这种基于大量商品能源输入的能源消费模式不应是乡村能源消费和旅游业发展所应倡导的,也有悖于国家农村能源政策导向。因此,在乡村旅游发展中,应在充分利用当地既有能源基础上,进一步挖掘生物质能(主要是沼气)和太阳能的潜力,建立以新型能源为主体、传统生物质能和商品能源为辅的能源消费模式。     

膜组合工艺对地下水中铀的去除及其微生物群落特征

含铀地下水因具有放射性和化学毒性对人类健康构成严重威胁,常规工艺有时无法有效去除地下水铀故需增加处理工艺以满足饮用水水质要求.以我国某地膜组合工艺处理工程为研究对象,监测了6个月运行过程中铀去除效果及常规水质参数,并对各工艺阶段出水及生物膜进行样品采集.结合水质分析与高通量测序探讨了不同工艺段出水水质参数变化,微生物群...     

改性氧化铝微波诱导氧化处理雅格素蓝BF-BR染料废水的研究

采用微波诱导氧化工艺(MIOP)技术,以改性氧化铝为催化剂,对雅格素蓝BF-BR染料模拟废水进行氧化处理．优化了处理工艺条件,实验在固液质量比为1：10(50mL雅格素蓝BF-BR水溶液中投加5．0g改性氧化铝)、微波功率为400W的条件下微波辐照处理5min．在此工艺条件下,对水中雅格素蓝BF-BR的脱色率可达到98％,COD去除率为87．4％．改性氧化铝在重复使用9次后仍能保持很高的脱色率．进一步研究表明在微波辐射场中废水中的有机污染物在改性氧化铝表面通过吸附．氧化协同作用而被迅速降解．反应动力学研究表明,该氧化过程符合一级反应动力学规律,反应速率常数k=0995min^-1,反应半衰期t1/2=0．697min．实验结果显示,在本实验中改性氧化铝比颗粒活性炭具有更高的催化活性．     

山西省2015年细颗粒物的污染状况和空间分布

大气污染因其对人体健康、生态环境和气候变化的影响而成为全球关注的环境问题,细颗粒物（PM_2.5）是雾霾产生的主要原因之一。为全面掌握山西省细颗粒物的污染状况与空间分布格局,本文运用统计学方法和Arc GIS技术,根据环境空气质量评价技术规范,对2015年山西省57个空气质量指数监测站提供的PM_2.5实时数据进行处理分析。结果表明：山西省PM_2.5的浓度有明显的季节性变化特征,由高到低依次为冬、春、秋、夏;PM_2.5月平均浓度最高值分别出现在1月和12月,且高值中心都位于运城;在空间分布上则表现为南部高于北部。全省11个地市级城市有9个超过国家二级标准,超标指数达到72%。聚类分析结果表明：山西省城市可以分为两大类,一类为产业结构转型良好的城市,如阳泉、朔州、吕梁、大同;另一类为第二产业发展粗放,工业污染严重的区域。