Spatial distribution of soil heavy metal pollution estimated by different interpolation methods: accuracy and uncertainty analysis

Mapping the spatial distribution of contaminants in soils is the basis of pollution evaluation and risk control. Interpolation methods are extensively applied in the mapping processes to estimate the heavy metal concentrations at unsampled sites. The performances of interpolation methods (inverse distance weighting, local polynomial, ordinary kriging and radial basis functions) were assessed and compared using the root mean square error for cross validation. The results indicated that all interpolation methods provided a high prediction accuracy of the mean concentration of soil heavy metals. However, the classic method based on percentages of polluted samples, gave a pollution area 23.54-41.92% larger than that estimated by interpolation methods. The difference in contaminated area estimation among the four methods reached 6.14%. According to the interpolation results, the spatial uncertainty of polluted areas was mainly located in three types of region: (a) the local maxima concentration region surrounded by low concentration (clean) sites, (b) the local minima concentration region surrounded with highly polluted samples; and (c) the boundaries of the contaminated areas.     

圆钢管轻集料混凝土梁与混凝土桥墩连接节点试验研究

为了解决圆钢管轻集料混凝土梁与混凝土桥墩的整体连接问题,共设计了穿心钢筋、穿心钢筋加弯矩传递板和穿心工字钢3种节点连接形式,采用拟静力试验研究了刚节点在低周反复荷载作用下的抗震耗能性能。试验结果表明,3种节点都具有良好的抗震耗能性能,等效粘滞阻尼系数都超过了钢筋混凝土结构要求的0.1,延性系数都大于规范规定的2;在节点屈服以后,3种节点仍然具有一定的承载力,其中穿心钢筋和穿心工字钢节点的延性系数和等效粘滞阻尼系数基本相同,穿心钢筋加弯矩传递板较其他2种刚节点稍差。     

地表水中TOC与COD换算关系研究

总有机碳(TOC)相对于化学需氧量(COD) 能够更全面地反映水体中有机物的污染程度,且TOC测定仪操作简单,数据准确。通过18个地表水水质自动监测站对水中有机污染物的COD与TOC监测数据的相关性研究,建立了TOC与COD之间的线性回归方程,为地表水的TOC监测代替COD监测提供了数据支持。     

基于入户调查的中国北方人口生活耗水量估算与地域差异

基于人口生活用水的入户实地调查,结合中国北方县域单元人口和气象台站降水量,厘定了不同降水带及其不同时段的人均生活耗水系数(η),同时得出相应地带不同时代的人口生活耗水量。研究表明:不同降水带的η值从20世纪50年代到90年代增长速度加快,100～200、200～400、400～600和600～800mm降水带η值增加幅度依次为1.84倍、2.62倍、2.84倍和2.68倍;从不同降水带来看,人口生活耗水量从20世纪50年代到90年代都是400～600mm降水带最高,然后向两边依次递减。降水带人口生活耗水量与相应降水带面积的比值(k)普遍增加,表明中国北方各降水带人口生活耗水量对各带的生态环境压力在增大。研究可为估算不同地带人口生活用水量、建立家户层次的水资源高效利用模式提供参考。     

改良剂对黄泥土镉锌复合污染修复效应与机理研究

采用盆栽试验,研究了镉锌复合污染黄泥土中施用石灰、有机肥、海泡石对小油菜生物产量、镉锌吸收量、土壤中镉锌形态转化、pH等的影响.结果表明,施用改良剂,小油菜(Brassica chinensis Linn)连种3季的生物产量都显著提高,对镉锌的吸收量降低,其中以石灰和有机肥配施的效果最好,增产170%以上;改良剂单施降低小油菜对镉锌的吸收以石灰的效果较好,海泡石的最差.这主要是因为施用改良剂后镉锌的交换态减少,而对作物有效性低的碳酸盐结合态、铁锰氧化态和残渣态增加,同时,pH也有不同程度的升高.小油菜对镉的吸收系数大于锌的吸收系数,说明镉在土壤中的移动性比锌大,施用石灰降低吸收系数的效果最好.石灰与有机肥配施能够显著提高镉锌复合污染黄泥土的修复效率,与对照相比,修复镉污染的效率提高13.5倍;修复锌污染的效率提高2.4倍.     

Chemodynamics of heavy metals in long-term contaminated soils：Metal speciation in soil solution

The concentration and speciation of heavy metals in soil solution isolated from long-term contaminated soils were investigated. The soil solution was extracted at 70% maximum water holding capacity (MWHC) after equilibration for 24 h. The free metal concentrations (Cd2+, Cu2+, Pb2+, and Zn2+) in soil solution were determined using the Donnan membrane technique (DMT). Initially the DMT was validated using artificial solutions where the percentage of free metal ions were significantly correlated with the percentages predicted using MINTEQA2. However, there was a significant difference between the absolute free ion concentrations predicted by MINTEQA2 and the values determined by the DMT. This was due to the significant metal adsorption onto the cation exchange membrane used in the DMT with 20%, 28%, 44%, and 8% mass loss of the initial total concentration of Cd, Cu, Pb, and Zn in solution, respectively. This could result in a significant error in the determination of free metal ions when using DMT if no allowance for membrane cation adsorption was made. Relative to the total soluble metal concentrations the amounts of free Cd2+ (3%–52%) and Zn2+ (11%–72%) in soil solutions were generally higher than those of Cu2+ (0.2%–30%) and Pb2+ (0.6%–10%). Among the key soil solution properties, dissolved heavy metal concentrations were the most significant factor governing free metal ion concentrations. Soil solution pH showed only a weak relationship with free metal ion partitioning coefficients (Kp) and dissolved organic carbon did not show any significant influence on Kp.     

利用黑碳仪获取北京市冬季气溶胶吸光系数的方法研究

黑碳仪是最常用的气溶胶吸光碳测试仪器,但其测得的吸光性能受到滤膜多重散射效应、颗粒物散射效应、颗粒物遮蔽效应的影响,只能算是b_ATN（光衰减系数）,而不是b_in-situ（原位吸光系数）.虽然已有学者提出几种将b_ATN转换为b_cor（校正后吸光系数）的算法,但多是基于实验室模拟或高海拔地区气溶胶而开展的,与我国城市的气溶胶在理化性质方面有明显差别.为探索我国城市气溶胶将b_ATN转换为b_cor的问题,于2016—2017年冬季在北京市城区使用黑碳仪及光声消光仪分别测量b_ATN和b_in-situ,在分析多种算法的基础上,提出了面向城市气溶胶的校正方法.结果显示:在我国北方城市（以北京市为例）,适应城市气溶胶的f值（遮蔽因子,为计算遮蔽校正系数的一个参数）为1.13,C（综合散射效应系数）为5.44;使用这些校正系数,将观测点由黑碳仪获取的b_ATN转换为b_cor.与光声消光仪测定的b_in-situ对比发现,无论是滤膜样点周期内还是长期观测时间内,b_cor与b_in-situ均呈一致性,其中,长期观测时间内二者的相关性表达为y=0.954x+0.829（r2为0.996）,证明了校正方法的有效性和可信性.研究显示,b_cor与b_in-situ整体相关性较高,并且获得了本地化的校正因子,实现了仅通过黑碳仪获取准确颗粒物吸光系数的目的.      

总溶解性固体及表面活性剂对微孔曝气氧传质过程影响的中试研究

污水中总溶解性固体(TDS)与表面活性剂的浓度是影响微孔曝气性能的两个重要的因素.本研究以中试为基础,分别研究了TDS及表面活性剂浓度变化对微孔曝气氧传质过程中氧转移系数(KLa)的影响.当TDS浓度在0～1000mg·L-1变化时,氧转移系数KLa变化甚微;当TDS浓度从2000mg·L-1增加到8000mg·L-1时,KLa明显增大;当TDS浓度高于8000mg·L-1时,KLa趋于平缓.当表面活性剂(十二烷基苯磺酸钠(SDBS))的浓度在0～20mg·L-1变化时,KLa先减小,后增大.     

京津地区地下水中有机物的研究

本文在大量实验数据基础上,提出运用总峰面积值,特征有机污染物、有机污染物存在几率、有机污染系数及环境水文地质与地下水污染关系等方法,结合实际研究了京津地区地下水中有机物种类、含量和分布规律与特征。     

调理剂+淹水措施对Cd污染稻田控Cd效果分析

为探明淹水措施、基施湘润邦土壤调理剂、矿物硅肥+喷施叶面肥、石膏粉以及综合处理对不同污染土壤修复效果和作用机制,通过在3个不同类型Cd污染耕地布置小区试验,研究了单一处理及综合措施对阻控污染耕地稻米吸收累积Cd的影响.结果表明,淹水措施、单一施用调理剂、综合施用结合淹水处理能降低土壤有效态Cd和水稻各器官Cd含量,土壤有效态Cd降低6. 58%～30. 01%,糙米Cd含量降低12. 65%～68. 68%,降低效果为综合处理(T6)基施石膏粉(T5)基施湘润邦土壤调理剂(T3)矿物硅肥+喷施叶面肥(T4)淹水处理(T2)(以两季水稻糙米Cd含量降低效果平均值计算).试验中5个处理使水稻各部位富集系下降,是引起糙米Cd含量下降的主要原因之一.根据田间小区试验显示,基施湘润邦土壤调理剂、矿物硅肥+喷施叶面肥和石膏粉组配施用结合淹水措施可作为Cd污染耕地稻米Cd阻控的有效方法.