基于BP模型的土壤重金属对其生物毒性的贡献分析

通过BP神经网络模型对石油开采区土壤重金属的部分缺失试验数据进行补齐,并采用主成分分析法对石油开采区土壤中重金属进行源解析。结果表明,土壤中重金属的来源包括自然来源、农业来源、交通来源和燃煤来源。以不同来源重金属作为输入条件、土壤生物毒性作为输出条件构建不同来源重金属土壤发光菌生物毒性神经网络模型,模型验证结果表明,在0.05显著性水平下,25组验证样本模拟值和试验值之间的相关系数r为0.396,满足模型验证要求。结合相对灵敏度计算,获得不同来源重金属对土壤生物毒性的贡献率分别为自然来源26.68%、农业来源52.71%、交通来源4.67%、燃煤来源15.94%,即农业来源为石油开采区土壤中发光菌生物毒性的最主要来源。     

辽河流域生态景观结构变化及驱动力研究

对辽河流域景观结构进行分析的结果表明,2000年-2010年间,辽河流域自然景观类型面积变化不明显,结构稳定;而人工景观变化明显,居民区、交通用地等人工表面持续增加,农田面积持续减少,景观破碎化趋势明显.生态环境保护政策的实施使林地、草地、湿地等自然景观得到保护,为流域生态系统的演替提供了正向干扰;工业化进程和人口增长作为流域景观变化的主要驱动力,是人工表面增加和农田面积减少及破碎化的直接原因.     

烧失量法测定土壤有机质含量的实验条件探究

烧失量法是测定有机质含量的可靠手段,以其方便、快捷、经济等优点被广泛应用于土壤学、地质学、湖泊学等研究中。但由于对煅烧过程的研究较少,煅烧条件的选择不统一,使得不同实验条件下测定结果的可比性较差。本研究使用带烧失称重系统的马弗炉,对中国北方有机质含量不同的三种类型土壤进行了烧失量测定实验,通过观察土壤重量随温度和时间变化的连续失重过程,对煅烧温度、煅烧恒温时长、样品量及升温速率等实验条件进行了系统研究,确立了烧失量法适宜的实验条件组合。实验结果表明:升温速率宜选择3℃/min;样品量建议选用3~5 g,有机物含量低的样品可适量增加;不同类型土壤的适宜煅烧温度略有差别,黑土和栗钙土建议选用550℃,而黑垆土选用500℃或550℃;恒温2h可获得较为稳定的烧失量结果。     

微波协同氧化预处理垃圾渗滤液NF膜滤浓缩液研究

针对城市生活垃圾填埋场垃圾渗滤液NF膜处理后产生的浓缩液处理难问题,采用微波协同氧化技术对其进行预处理,探讨了pH值、预反应时间、药剂用量、微波反应时间等因素对浓缩液CODcr及色度去除率的影响.结果表明:当pH=4,预反应时间60 min,药剂用量1g/l、微波反应时间3 min时,CODcr、色度的去除率分别为71.2%,80%.预处理后的出水CODcr及色度指标达到垃圾渗滤液现有生化处理系统的进水要求.     

Adsorption of chlorophenols from aqueous solutions by pristine and surface functionalized single-walled carbon nanotubes

The adsorption of six kinds of chlorophenols on pristine, hydroxylated and carboxylated single-walled carbon nanotubes(SWCNTs) has been investigated. Pseudo-first order and pseudo-second order models were used to describe the kinetic data. All adsorption isotherms were well fitted with Langmuir, Freundlich and Polanyi–Manes models, due to surface adsorption dominating the adsorption process. The close linear relationship between log Kowand log Kdsuggested that hydrophobicity played an important role in the adsorption. The SWCNTs' adsorption capacity for chlorophenols was weakened by addition of oxygen-containing functional groups on the surface, due to the loss of specific surface area, the increase of hydrophilicity and the reduction of π–π interaction. The best adsorption capacity of pristine SWCNTs, SWCNT-OH and SWCNT-COOH for six chlorophenols varied from 19 to 84 mg/g, from 19 to 65 mg/g and from 17 to 65 mg/g,respectively. The effect of pH on the adsorption of 2,6-dichlorophenol(2,6-DCP), was also studied. When p H is over the pK aof 2,6-dichlorophenol(2,6-DCP), its removal dropped sharply. When ionic strength increased(Na Cl or KCl concentration from 0 to 0.02 mmol/L),the adsorption capacity of 2,6-DCP on pristine SWCNTs decreased slightly. The comparison of chlorophenols adsorption by SWCNTs, MWCNTs and PAC was made, indicating that the adsorption rate of CNTs was much faster than that of PAC. The results provide useful information about the feasibility of SWCNTs as an adsorbent to remove chlorophenols from aqueous solutions.     

Enhanced methane production in an anaerobic digestion and microbial electrolysis cell coupled system with co-cultivation of Geobacter and Methanosarcina

The anaerobic digestion(AD)and microbial electrolysis cell(MEC)coupled system has been proved to be a promising process for biomethane production.In this paper,it was found that by co-cultivating Geobacter with Methanosarcina in an AD–MEC coupled system,methane yield was further increased by 24.1%,achieving to 360.2 m L/g-COD,which was comparable to the theoretical methane yield of an anaerobic digester.With the presence of Geobacter,the maximum chemical oxygen demand(COD)removal rate(216.8 mg COD/(L·hr))and current density(304.3 A/m_3)were both increased by 1.3 and 1.8 fold compared to the previous study without Geobacter,resulting in overall energy efficiency reaching up to 74.6%.Community analysis demonstrated that Geobacter and Methanosarcina could coexist together in the biofilm,and the electrochemical activities of both were confirmed by cyclic voltammetry.Our study observed that the carbon dioxide content in total gas generated from the AD reactor with Geobacter was only half of that generated from the same reactor without Geobacter,suggesting that Methanosarcina may obtain the electron transferred from Geobacter for the reduction of carbon dioxide to methane.Taken together,Geobacter not only can improve the performance of the MEC system,but also can enhance methane production.     

反硝化脱硫微生物燃料电池的可行性研究

微生物燃料电池(microbial fuel cell,MFC)可在去除废水中污染物的同时回收电能.以S2-和NO-3-N分别作为阳极电子供体和阴极电子受体,研究了反硝化脱硫MFC的同步阳极除硫与阴极脱氮,分析了阳极进水S2-浓度对MFC产电性能及污染物去除情况的影响,探究了MFC阳极石墨纤维丝上的硫沉积情况及其对内阻的影响.结果表明,反硝化脱硫MFC在32 d内实现稳定的阳极除硫与阴极脱氮.外阻为100Ω时,电压稳定在(176.0±6.9)m V,相应的S2-和NO-3-N去除负荷分别为(0.94±0.04)kg·m-3NC·d-1和(11.1±0.6)g·m-3NC·d-1.MFC的产电能力随着阳极进水S2-浓度的增加逐渐增强,SO_2-4的生成率和NO-3-N去除负荷受S2-浓度影响较小.在试验S2-浓度下S2-的去除较彻底,SO_2-4的生成率均超过65%.NO-3-N去除负荷维持在12 g·m-3NC·d-1左右,出水NO-2-N浓度均低于0.01 mg·L-1.反硝化过程较完全.在运行过程中,MFC阳极的石墨纤维丝上会沉积颗粒硫,降低电极的有效面积,使MFC的内阻升高.     

浒苔藻体叶绿素提取方法的比较

为了确定一种快速准确测定浒苔藻体叶绿素含量的方法,利用分光光度计法比较了两种不同的提取方法及4种提取剂测定叶绿素的效果,并分析了叶绿素在4种提取剂中的稳定性。结果表明:两种提取方法下4种不同提取剂的吸收光谱基本相似,可以用Arnon法的计算公式来计算叶绿素含量。其中,研磨法对浒苔叶绿素的提取效果较浸提法提取速度更快,便于快速测定藻体叶绿素含量。在4种提取剂中,采用95%乙醇提取浒苔叶绿素速度更快,但提取的总量少,稳定性低。     

青霉素菌渣堆肥过程中青霉素钠降解菌的分离与鉴定

为了研究开发青霉素发酵菌渣堆肥资源化与无害化技术,采用传统的富集、分离、纯化等微生物学方法,在青霉素菌渣与猪粪混合堆肥过程中筛选出一株青霉素钠高效降解菌——PC-2,并对其进行形态表征和基于16S rRNA基因序列的微生物种属鉴定. 结果表明:菌株PC-2属螯合球菌属(Chelatococcus sp.),其能够利用青霉素钠为唯一碳源生长,但外加碳、氮源可显著提高菌株PC-2对青霉素钠的降解效率. 当葡萄糖为碳源、蛋白胨为氮源、菌株PC-2接种量为14%、pH为6~8时,菌株PC-2在37 ℃下振荡培养6 h,对初始ρ(青霉素钠)为400 mg/L的青霉素钠的降解率可达98%以上. 自堆肥过程中获取高效青霉素钠降解菌PC-2,预示着其在菌渣堆肥过程中的应用潜力,也有助于深入开展青霉素制药菌渣的安全有效与无害化处理处置方法的研究.      

地下水位和土壤温度对若尔盖泥炭地CH4排放的影响

为了深入分析环境因子对湿地CH₄排放产生的影响,利用中型试验生态系对若尔盖典型泥炭地开展地下水位和土壤温度控制试验,比较不同条件下泥炭地2012年生长季(5—10月)CH₄排放通量的月变化情况. 结果表明:高水位(土壤表面0 cm)下CH₄排放通量最高,中水位(地表以下10 cm)下次之,低水位(地表以下20 cm)下最低;其中,10月CH₄排放通量变化不明显,不同地下水位下泥炭地的CH₄排放通量均在7月达到最大值,并且均呈明显的单峰曲线,高、中、低地下水位下CH₄排放通量平均值分别为6.263 3、4.754 4和3.949 8 mg/(m2·h). 而且,在一定温度范围内,不同地下水位条件下CH₄排放通量随土壤温度的升高均呈指数式增长. 其中,高水位下CH₄排放通量对土壤温度变化最为敏感,中水位下次之,低水位下相对最不敏感. 研究显示,若尔盖泥炭地CH₄排放通量表现出明显的季节性变化差异,并且季节性升温和涨水均会促进CH₄排放通量的增加.