基于随机森林的南京市PM2.5和O3对减排的响应

自2013年《大气污染防治行动计划》实施后,南京市大气污染有所改善,但仍面临着细颗粒物(PM_2.5)和臭氧(O₃)污染问题.为探究污染物浓度对其前体物减排的响应,获得有效的减排策略,常利用大气化学模式进行多组基于排放扰动的敏感性试验,而这需要消耗大量计算时间和计算资源.应用随机森林算法对2015年大气化学传输模式(GEOS-Chem)模拟结果进行机器学习,高效地预测了南京2019年PM_2.5浓度日均值和日最大8 h臭氧(MDA8 O₃)浓度对不同人为源排放控制情景的响应.随机森林结果表明2019年中国人为排放每减少10%,南京ρ(PM_2.5)季节平均值下降2～4μg·m^-3.当2019年中国人为源减排比例高于20%时,南京ρ(PM_2.5)年均值将低于国家二级限值(35μg·m^-3).若仅对中国地区O₃前体物氮氧化物(NO_x)和挥发性有机污染物(VOCs)同比例减排,反而...     

The variability and intrinsic remediation of a BTEX plume in anaerobic sulphate-rich groundwater

Data from long-term groundwater sampling, limited coring, and associated studies are synthesised to assess the variability and intrinsic remediation/natural attenuation of a dissolved hydrocarbon plume in sulphate-rich anaerobic groundwater. Fine vertical scale (0.25- and 0.5-m depth intervals) and horizontal plume-scale (>400 m) characteristics of the plume were mapped over a 5-year period from 1991 to 1996. The plume of dissolved BTEX (benzene, toluene, ethylbenzene, xylene) and other organic compounds originated from leakage of gasoline from a subsurface fuel storage tank. The plume was up to 420 m long, less than 50 m wide and 3 m thick. In the first few years of monitoring, BTEX concentrations near the point of leakage were in approximate equilibrium with non-aqueous phase liquid (NAPL) gasoline. NAPL composition of core material and long-term trends in ratios of BTEX concentrations in groundwater indicated significant depletion (water washing, volatilisation and possibly biodegradation) of benzene from residual NAPL after 1992. Large fluctuations in BTEX concentrations in individual boreholes were shown to be largely attributable to seasonal groundwater flow variations. A combination of temporal and spatial groundwater quality data was required to adequately assess the stationarity of plumes, so as to allow inference of intrinsic remediation. Contoured concentration data for the period 1991 to 1996 indicated that plumes of toluene and o-xylene were, at best, only partially steady state (pseudo-steady state) due to seasonal groundwater flow changes. From this analysis, it was inferred that significant remediation by natural biodegradation was occurring for BTEX component plumes such as toluene and o-xylene, but provided no conclusive evidence of benzene biodegradation. Issues associated with field quantification of intrinsic remediation from groundwater sampling are highlighted. Preferential intrinsic biodegradation of selected organic compounds within the BTEX plume was shown to be occurring, in parallel with sulphate reduction and bicarbonate production. Ratios of average hydrocarbon concentrations to benzene for the period 1991 to 1992 were used to estimate degradation rates (half-lives) at various distances along the plume. The estimates varied with distance, the narrowest range being, for toluene, 110 to 260 days. These estimates were comparable to rates determined previously from an in situ tracer test and from plume-scale modelling.     

2010年广州亚运会期间灰霾天气分析

使用广州地区气象资料,重点研究了 2010 年广州亚运会期间的灰霾天气特征. 结果发现,2010 年 11 月广州出现灰霾天气 5 d,较近年平均水平明显偏少,但 2008—2010 年的污染气象条件分析表明,2010 年的扩散条件较 2008 和 2009 年均较差,说明 2010 年广州亚运会前期的各项减排措施取得了明显成效. 作为对照,自 20 世纪 80 年代初开始,广州地区的能见度急剧恶化并导致灰霾天数增加,每年 10 月至次年 4 月的旱季灰霾天数较多,改革开放以来,每年 11 月份的灰霾天气大幅增加,并于 1994 和1999 年分别出现了最多的17 d. 2000 年以后,11 月份灰霾天气最多为 12 d,出现在 2005 年; 最少为 3 d,分别出现在 2002 和 2003 年. 广州市空气质量逐年恶化的趋势不容乐观,珠江三角洲复合型新型空气污染日趋严重的态势非常严峻; 且区域性特征明显,治理难度加大; 广州周边的佛山、清远、东莞、江门的灰霾天气都比广州多,对广州治理灰霾天气形成了压力. 因而 2010 年 11 月灰霾天气的明显减少,更说明区域联动、机动车单双号限行、重点工业污染源调控、严控垃圾秸秆焚烧等减排措施效果明显.     

以印刷电路板废粉末料制取碱式碳酸铜的研究

印刷电路板废粉末料的资源化和无害化问题日益得到重视。以报废印刷电路板经机械粉碎和分选后的非金属粉(铜含量1%～5%)为原料,采用"氨浸—脱氨—干燥"的工艺制备碱式碳酸铜,设计了实验装置,考察了氨浸分离工艺条件,通过实验验证了其可靠性:铜的回收率达到98.8%以上,获得了纯度不小于98.0%的碱式碳酸铜,采用X射线粉末衍射(XRD)﹑扫描电镜(SEM)和能谱(EDS)方法对产品进行了分析和表征。     

燃煤电厂排放细颗粒物的水溶性无机离子特征综述

当前我国面临严重的大气细颗粒物(PM2.5)污染,燃煤电厂是大气中PM2.5的重要来源之一.为了实现国家"十一五"和"十二五"规划对二氧化硫(SO2)和氮氧化物(NOx)的总量减排目标,燃煤电厂大规模安装烟气脱硫和脱硝设施,这虽然减少了气态污染物转化生成的二次PM2.5,但另一方面也会对烟气中PM2.5的物理化学特征产生影响,有可能增加一次PM2.5的排放.本文综述了燃煤电厂排放PM2.5及其水溶性离子的粒径分布特征,重点介绍了脱硫和脱硝这两种烟气处理设施对燃煤电厂排放PM2.5的影响原理及相关研究结果,特别是对细颗粒物中水溶性离子(如SO2-4、Ca2+和NH+4)的影响.在目前我国PM2.5污染十分严重和燃煤电厂大量安装脱硫和脱硝装置的背景下,定量研究脱硫和脱硝对PM2.5排放特征的影响具有十分重要的意义.     

利用SPAMS研究石家庄市冬季连续灰霾天气的污染特征及成因

2014年11月18~26日石家庄市发生了连续的灰霾天气.利用位于石家庄市大气自动监测站(20 m)的单颗粒气溶胶质谱仪(SPAMS)分析了细颗粒物的化学组成,根据石家庄市大气污染物排放源谱库对主要成分进行了来源解析,并结合颗粒物质量浓度和气象条件研究了该地区冬季灰霾天气成因.结果表明,石家庄市大气细颗粒物来源分为7类,各源示踪离子:燃煤源为Al,工业源为OC、Fe、Pb,机动车尾气源为EC,扬尘源为Al、Ca、Si,生物质燃烧源为K和左旋葡聚糖,纯二次无机源为SO-4、NO-2和NO-3,餐饮源为HOC.灰霾期间大气中主要含有OC、HOC、EC、HEC、ECOC、富钾颗粒、矿物质和重金属等8类颗粒,其中OC和ECOC颗粒最多,分别占到总数的50%和20%以上,OC颗粒主要来自燃煤和工业工艺,ECOC颗粒主要来自燃煤和机动车尾气排放.灰霾发生时含有NH+4、SO-4、NO-2和NO-3等二次离子的颗粒物占比升高,其中含NH+4颗粒增幅最大;EC、OC与NO-3、SO-4、NH+4在灰霾天气下的混合程度均比干净天气高,其中与NH+4的混合程度加剧最为明显.冬季采暖期煤炭的大量燃烧、医化行业工艺过程及机动车尾气等污染源排放的一次气态污染物(SO2、NOx、NH3、VOCs)和一次颗粒物在静稳天气中难以扩散而迅速累积,气态污染物发生二次转化形成硝酸铵、硫酸铵,而颗粒物之间通过碰撞形成二次颗粒物并发生不同程度的混合,从而导致大气能见度下降,以上是石家庄市冬季灰霾形成的主要原因.     

氯化钙种子气溶胶对甲苯二次有机气溶胶与氨形成含氮有机物的影响

苯系物光氧化反应形成的二次有机气溶胶(SOA)是大气细粒子的重要组成部分.SOA羧酸和二元醛组分能与氨反应形成有机酸铵和咪唑类含氮有机物,它们能够吸收205 nm和270 nm的紫外辐射,是棕色碳的主要组分.氯化钙等无机种子气溶胶具有较大的比表面积,可为气相羰基化合物和氨提供凝结与反应载体,从而影响含氮有机物的形成.基于此,本文利用烟雾腔研究氯化钙种子气溶胶存在时甲苯SOA与氨的反应,采用紫外-可见分光光度计测量产物溶液在205 nm和270 nm处的吸光度,并定性研究不同浓度、湿度和酸度的氯化钙种子气溶胶对含氮有机物形成的影响.结果表明:氯化钙种子气溶胶能够促进甲苯SOA含氮有机物的形成;含氮有机物的生成浓度随着氯化钙种子气溶胶浓度和pH值的增加而逐渐增大.但当氯化钙种子气溶胶为碱性时,OH~-会与凝结的有机酸发生酸碱中和反应并抑制二元醛化合物水合形成四醇产物,从而不利于含氮有机物的生成;水分子的增加占据了氯化钙种子气溶胶表面的吸附活性位点,氨被吸附和凝结的量减少,从而导致含氮有机物的生成浓度随着相对湿度的增大而降低.本研究可为人为源SOA棕色碳的形成机制和化学组成研究提供实验依据.     

四川省典型工业行业PM2.5成分谱分析

利用荷电低压颗粒物撞击器(ELPI+)对四川省水泥行业、玻璃行业、陶瓷行业、砖瓦行业、燃煤锅炉、生物质锅炉、电厂、钢铁行业等典型行业开展排放特征测试,通过组分分析,获取各行业PM_(2.5)成分特征谱.结果表明:①水泥、玻璃、陶瓷、砖瓦等建材行业均以Si、Ca、Mg等元素为主要排放组分,双碱法脱硫SO_4~(2-)排放占比高于其他脱硫工艺;②电厂PM_(2.5)中SO_4~(2-)、Ca~(2+)、NH_4~+、Mg和Si为特征组分;燃煤锅炉中OC、Al、Si和Ca等为特征组分;③OC和EC是生物质锅炉PM_(2.5)主要排放组分,成型生物质燃料锅炉中K排放占比也较高,非成型生物质燃料锅炉中Cl~-排放占比为所有行业中最高;④钢铁行业中Ca含量最高,为18. 11%,其次为SO_4~(2-)、Na~+和Fe.     

Microbial response to CaCO3 application in an acid soil in southern China

Calcium carbonate (CaCO₃) application is widely used to ameliorate soil acidification. To counteract soil and bacterial community response to CaCO₃ application in an acidic paddy soil in southern China, a field experiment was conducted with four different dosages of CaCO₃ addition, 0, 2.25, 4.5 and 7.5?tons/ha, respectively. After one seasonal growth of rice, soil physicochemical properties, soil respiration and bacterial communities were investigated. Results showed that soil pH increased accordingly with increasing dose of CaCO₃ addition, and 7.5?tons/ha addition increased soil pH to neutral condition. Moderate dose of CaCO₃ application (4.5?tons/ha) significantly increased soil dissolved organic carbon (DOC) and dissolved organic nitrogen (DON) content, enhanced soil respiration, while the excessive CaCO₃ application (7.5?tons/ha) decreased these soil properties. High-throughput sequencing results illustrated that moderate dose of CaCO₃ application increased the richness and alpha diversity of soil bacterial community. Compared with control, the relative abundance of Anaerolineaceae family belonging to Chloroflexi phylum increased by 38.7%, 35.4% and 24.5% under 2.25, 4.5 and 7.5?tons/ha treatments, respectively. Redundancy analysis (RDA) showed that soil pH was the most important factor shaping soil bacterial community. The results of this study suggest that proper dose of CaCO₃ additions to acid paddy soil in southern China could have positive effects on soil properties and bacterial community.     

西安冬季重污染过程PM2.5理化特征及来源解析

基于单颗粒气溶胶质谱仪（SPAMS）观测数据、颗粒物质量浓度数据和气象要素数据,研究了2017年11月西安市一次重污染过程中细颗粒物的化学组分特征及其成因,并使用正矩阵因子分析法（PMF）对细颗粒进行了来源解析.结果表明,西安市冬季重污染过程中细颗粒物主要类型为有机碳（OC）、元素碳（EC）、混合碳（ECOC）、富钾（K）、钠-钾（Na-K）、有机胺（amine）、矿尘（dust）和重金属（HM）,其主要来源为燃煤（24.9%）,二次（29.3%）,工业（19.3%）,交通（13.3%）,生物质燃烧（5.2%）和扬尘（1.9%）.通过对比分析不同污染过程细颗粒物的理化特征,发现高湿度,低风速的不利气象条件和供暖及工业生产导致的燃煤污染、二次污染,是此次重污染过程的主因.