成都冬季一次持续污染过程气象成因及气溶胶垂直结构和演变特征

基于气溶胶激光雷达观测和环境监测站污染物浓度数据、气象观测资料及HYSPLIT后向轨迹模式,分析了2017年12月中下旬,成都市一次本地积累和沙尘输送影响的持续污染过程中污染物浓度、污染物来源、天气系统和气溶胶消光系数的垂直分布及演变.结果表明:①此次污染过程持续时间长,根据气象条件和主要污染物种类,分为本地污染累积、北方沙尘输送和混合影响3个阶段.②本地污染积累阶段,消光系数垂直分布不均匀,受湿度、太阳辐照与逆温层等气象因子的影响,垂直结构变化较大.消光系数最大值多出现在250 m附近,此阶段退偏比数值很小.③沙尘影响阶段,消光系数较前期明显下降,高值区位于250 m及2 km处.退偏比显示沙尘粒子于29日午后开始逐渐抵达成都市2 km高空,并于夜间达到峰值.退偏比相较本地污染累积阶段明显增大,各时段退偏比结构类似,近地面数值略低于高空.④混合影响阶段,消光系数强度小幅回升,退偏比显示有部分沙尘粒子漂浮在1～2 km高度上.     

不同营养环境下棕鞭藻共栖细菌的群落结构比较

微藻富含油脂,可以用作合成生物柴油的原料,被认为是最具发展前景的生物质能源.微藻的光合培养体系往往是非纯培养体系,现有研究更多地关注微藻生物量的积累及其对废水环境的净化效果,而对体系中广泛存在的共栖细菌缺乏全面深入的认知.本文通过对棕鞭藻共栖细菌的16S rDNA基因进行高通量测序分析,研究棕鞭藻（Ochromonas）在生活废水、BG11及Glu+BG11（BG11中添加10 g·L^-1葡萄糖）3种不同营养环境中共栖细菌的群落结构差异,进而阐明有机物及复杂废水环境对微藻共栖细菌群落结构的影响效果.结果表明,生活废水、BG11及Glu+BG11 3种营养环境中共栖细菌群落结构存在显著差异,生活废水体系中生物多样性显著高于BG11及Glu+BG11体系,生活废水中共栖细菌香浓（Shannon）多样性指数高达4.32,其次是BG11及Glu+BG11,Shannon指数分别为2.13、1.54.从共栖细菌群落的组成上看,3种营养环境中优势菌属差异显著,生活废水中优势菌属有芽殖杆菌属（Gemmobacter）、鞘脂单胞菌属（Sphingomonas）及玫瑰球菌属（Roseococcus）,相对丰度分别为14.46%、14.9%、14.54%,其中,芽殖杆菌属只在生活废水中有较高丰度.BG11中寡养单胞菌属（Stenotrophomonas）与玫瑰球菌属的丰度分别高达26.86%、51.03%.Glu+BG11中寡养单胞菌属较BG11中显著增加,达到82.41%,而玫瑰球菌属较生活废水及BG11中则明显降低,菌群丰度仅为6.2%.对比3种营养环境,玫瑰球菌属均具有较高丰度,是棕鞭藻良好的共生菌.     

基于机器学习和卫星遥感的PM2.5/10 空间连续分布反演方法研究

在过去的几十年里,快速的经济发展以及工业化、城镇化进程加速使得中国的资源环境承担的压力不断加大。作为影响空气质量的首要污染物,PM_2.5和PM₁₀（记为PM_2.5/10）直接影响着广大人民群众的身体健康。因此,针对PM_2.5/10浓度进行遥感反演研究,对环境监测和控制改善全国空气环境质量具有重要的意义。近些年来,随着对近地面PM_2.5/10浓度研究的不断深入,基于遥感影像数据进行PM_2.5/10浓度的反演方法也日益增多。本文利用Google Earth engine（GEE）平台获取了海量的Landsat 8 OLI遥感影像数据,并结合气象信息、空间特征等参数,采用机器学习中常用的多层映射反向传播神经网络构建了波段反射率与PM_2.5/10浓度之间的反演模型,以获得PM_2.5/10在研究区域的连续分布。为了提高基础PM_2.5/10反演模型的反演精度,还从影响因素和前溯时间两个维度出发,探寻了模型的最优化输入参数组合,并最终实现了对PM_2.5/10浓度的精准反演。以北京市地区为例,模型的PM_2.5和PM₁₀的反演精度R²分别达到0.814和0.796,均方根误差RMSE分别为19.21 μg?m^?3和28.31 μg?m^?3。鉴于该反演结果具有较高的准确性和可靠性,本文所建立的方法模型为研究PM_2.5/10在空间上的连续分布特征提供了新的思路和方法,具有较为重要的科研意义与广泛的应用价值。     

基于精细化观测的沙尘通量分布特征

研究沙尘随高度的变化特征对揭示沙尘物质在近地层分布特征具有重要意义。为揭示0—80 m沙尘通量的垂直分布规律,在野外实测的基础上,选取2008年7月20日、8月7日、8月19日、8月29日4次沙尘天气,对贴地层（0—0.05 m）、中间层（0.05—2 m）、近地层（2—80 m）的沙尘通量进行对比分析。结果表明：贴地层（0—0.05 m）,沙尘通量随着高度的增高呈增加趋势,最大值为1604.29 g?mm^?2。中间层（0.05—2 m）,沙尘通量随高度分布的关系为幂函数关系,且随着高度的升高沙尘通量减小,决定系数R²值均在0.9以上。近地层（2—80 m）,沙尘通量随高度增加呈分段函数分布,32 m、48 m处为沙尘通量的拐点高度。由此看出,研究沙尘通量对阐明沙尘输送机制非常重要,不仅可加强对沙尘输送的定量研究,还可为沙尘输送的数值模拟提供重要参数。     

雨水管道沉积物沉淀特性及主要污染物含量分布

为研究雨水管道沉积物的沉淀特性和污染物含量特征,在武汉市对建筑(包括住宅小区)、道路和绿地3种用地类型的雨水管道沉积物进行采样和分析.沉速测试结果表明,高沉速颗粒在沉积物中所占比例较大,建筑和道路中沉积物的沉速分布相对稳定,建筑、道路和绿地中沉速大于3.00 cm·s-1的颗粒占比依次递减.粒径分析结果显示,沉积物粒径分布范围较广,大多集中在13~628μm范围内,且同种用地类型沉积物粒径分布差别很大.按沉降速度将每份沉积物样品分为7组,分析化学需氧量(COD)、总氮(TN)和总磷(TP)含量与沉降速度之间的联系.结果表明,沉速大于3.00 cm·s-1和小于0.025cm·s-1的沉积物中污染物含量较低,但高沉速沉积物中污染物总量较多.对沉积物样品整体而言,各用地类型COD含量从高到低依次为:绿地道路建筑;道路雨水管道沉积物中氮含量较低,其余两种用地中含量接近;建筑区雨水管道沉积物中磷含量较高,其余两种用地中含量接近;COD∶TN在(51~89)∶1之间,COD∶TP的值在(102~186)∶1之间.     

长期储存亚硝化絮状污泥活性的恢复

为探究长期储存亚硝化絮状污泥的脱氮性能,采用CSTR反应器,接种4℃下储存了10个月的亚硝化絮状污泥,考察其活性恢复性能,并采用Mi Seq高通量测序技术分析了污泥中微生物菌群结构的变化情况.结果表明,控制DO为0.4~0.8mg·L~(-1)、pH值8左右、温度为(30±1)℃等条件,长期储存亚硝化絮状污泥的活性可以在15 d内迅速恢复,氨氮去除率和亚硝积累率均达到90%以上;此外,污泥颜色由接种初期的灰黑色迅速恢复至棕黄色,SVI值显著降低,MLVSS/MLSS升高,EPS含量明显增加.随着亚硝化性能的恢复,厌氧、发酵微生物被洗脱,Nitrosomonas等氨氧化细菌相对丰度显著增加,同时,Nitrospria等硝化菌的生长得到了有效抑制.经历长期储存的亚硝化絮状污泥可作为实现短程硝化快速启动的接种污泥,更有利于短程硝化工艺的实际应用.     

Purification and molecular weight distribution of a key exopolysaccharide component of Bacillus megaterium TF10

Extracellular polymeric substances (EPS) are organic metabolic compounds excreted by microorganisms. They largely impact microbial aggregate structures and functions. Extracellular polysaccharides (EP) in EPS are responsible for the formation of microbial aggregates. In this work, we successfully separated and characterized EP from EPS of the bacterium Bacillus megaterium TF10. Extraction of EP from EPS was optimized using Sevag''s reagent. Chemical characteristics, functional groups, and molecular weight (MW) distribu-tion of EP were compared with the harvested EPS and soluble microbial products (SMP). We found that the polymers of lower MW and free proteins were successfully removed by Sevag''s reagent. The higher MW components of EPS were predominantly polysaccharides, while the polymers of lower MW tended to secrete to the supernatant and were described as SMP. A part of the proteins in the EP was polysaccharide-bonded. Our results can be further used in elucidating the complex flocculation mechanisms in which EP play a major role.     

Application of nanoparticle tracking analysis for characterising the fate of engineered nanoparticles in sediment-water systems

Novel applications of nanotechnology may lead to the release of engineered nanoparticles (ENPs), which result in concerns over their potential environmental hazardous impact. It is essential for the research workers to be able to quantitatively characterise ENPs in the environment and subsequently to assist the risk assessment of the ENPs. This study hence explored the application of nanoparticle tracking system (NTA) to quantitatively describe the behaviour of the ENPs in natural sediment-water systems. The NTA allows the measurement of both particle number concentration (PNC) and particle size distribution (PSD) of the ENPs. The developed NTA method was applied to a range of gold and magnetite ENPs with a selection of surface properties. The results showed that the positively-charged ENPs interacted more strongly with the sediment than neutral and negatively-charged ENPs. It was also found that the citrate coated Au ENPs had a higher distribution percentage (53%) than 11-mercaptoundecanoic acid coated Au ENPs (20%) and citrate coated magnetite ENPs (21%). The principles of the electrostatic interactions between hard (and soft) acids and bases (HSAB) are used to explain such behaviours; the hard base coating (i.e. citrate ions) will interact more strongly with hard acid (i.e. magnetite) than soft acid (i.e. gold). The results indicate that NTA is a complementary method to existing approaches to characterise the fate and behaviour of ENPs in natural sediment.     

Characteristics of molecular weight distribution of dissolved organic matter in bromide-containing water and disinfection by-product formation properties during treatment processes

The characteristics of dissolved organic matter (DOM) and bromide ion concentration have a significant influence on the formation of disinfection by-products (DBPs). In order to identify the main DBP precursors, DOM was divided into five fractions based on molecular weight (MW), trihalomethane formation potential and haloacetic acid formation potential were determined for fractions, and the change in contents of different fractions and total DBPs during treatment processes (pre-chlorination, coagulation, sand filtration, disinfection) were studied. Moreover, the relationship between bromide concentration and DBP generation characteristics in processes was also analyzed. The results showed that the main DBP precursors were the fraction with MW < 1 kDa and fraction with MW 3−10 kDa, and the DBP''s generation ability of lower molecular weight DOM (< 10 kDa) was higher than that of higher molecular weight DOM. During different processes, pre-chlorination and disinfection had limited effect on removing organics but could alter the MW distribution, and coagulation and filtration could effectively remove organics with higher MW. For DBPs, trihalomethanes (THMs) were mainly generated in pre-chlorination and disinfection, while haloacetic acids (HAAs) were mostly generated during pre-chlorination; coagulation and sand filtration had little effect on THMs but resulted in a slight removal of HAAs. In addition, the results of ANOVA tests suggested that molecular sizes and treatment processes have significant influence on DBP formation. With increasing bromide concentration, the brominated DBPs significantly increased, but the bromine incorporation factor in the processes was basically consistent at each concentration.     

济南市水域鱼类功能群结构及其季节性变化

鱼类对于维护河流生态系统的稳定具有重要作用,季节性变化在一定程度上影响鱼类的群落结构.为了解济南市水域鱼类的功能群结构及其季节性差异,于2014年春季（5月）、夏季（8月）和秋季（11月）选取济南市水域的40个采样点对鱼类群落和水环境理化因子,通过单因素方差分析、多响应置换过程以及典范对应分析等方法,分析鱼类功能群在不同季节的差异性.结果表明:①春季共鉴定出鱼类5目7科26种,夏季为5目9科32种,秋季为5目7科20种.将鱼类按栖息水层、产卵类型、对环境的耐受性以及营养结构4个方面分为4种功能类群共11亚类.春季主要以植食性、底层与敏感种功能群为主,夏季主要以肉食性、中下层、耐污种、特殊产卵与粘性卵功能群为主,秋季主要以杂食性、浮性卵、中上层、耐污种功能群为主.②典范对应结果显示,影响粘性卵功能群、肉食性功能群、底层功能群以及敏感种功能群分布的驱动因子是ρ（DO）,电导率则是影响植食性功能群的驱动因子.研究显示,鱼类功能群的季节性变化受到内源性和外源性的共同影响,即鱼类自身生活习性和水环境因子季节性变化的共同影响.