基于ANN的土壤重金属分布和污染评价研究

农田土壤重金属污染与备受关注的农产品安全问题有密切联系,因此对其进行研究意义重大。以江苏省南通市为研究区,利用采样点实测数据,借助神经网络模型(ANN)并结合3S技术对问题进行研究,从而对土壤重金属的空间动态分布进行描述,并对各个空间位点重金属的污染状况进行评价。结果表明,神经网络模型能够智能地学习各个样点的空间位置与该点各重金属含量之间的映射关系和预先设计好的分类评价模式,并能够稳健地对各个空间插值点处的重金属含量和各个位点的重金属污染状况进行预测和评价。结论显示,南通市大部分农田土壤重金属污染较轻,但也存在局部地区的严重污染。结论与实际情况相符,表明神经网络模型可以为农田土壤重金属的研究提供一个新的思路和方法。     

Acid-assisted hydrothermal synthesis of nanocrystalline TiO2 from titanate nanotubes: Influence of acids on the photodegradation of gaseous toluene

In order to efficiently remove volatile organic compounds (VOCs) from indoor air, onedimensional titanate nanotubes (TiNTs) were hydrothermally treated to prepare TiO₂ nanocrystals with different crystalline phases, shapes and sizes. The influences of various acids such as CH₃COOH, HNO₃, HCl, HF and H₂SO₄ used in the treatment were separately compared to optimize the performance of the TiO₂ nanocrystals. Comparedwith the strong and corrosive inorganic acids, CH₃COOH was not only safer andmore environmentally friendly, but also more efficient in promoting the photocatalytic activity of the obtained TiO₂. Itwasobserved that the anatase TiO₂ synthesized in 15 mol/L CH₃COOH solution exhibited the highest photodegradation rate of gaseous toluene (94%), exceeding that of P25 (44%) by a factor ofmore than two. The improved photocatalytic activity was attributed to the small crystallite size and surface modification by CH₃COOH. The influence of relative humidity (20%-80%) on the performance of TiO₂ nanocrystals was also studied. The anatase TiO₂ synthesized in 15 mol/L CH₃COOH solution was more tolerant tomoisture than the other TiO₂ nanocrystals and P25.     

基于固态碳源的同步硝化反硝化反应器对海水养殖废水中氮的去除性能

通过批次实验考察了非生物作用下3-羟基丁酸/戊酸酯共聚物(PHBV)的有机碳释放规律;以PHBV颗粒和陶粒作为填料建立了填充柱生物膜反应器,并通过长期(90 d)运行考察了其对海水养殖废水中氮的去除性能。结果表明,非生物作用下PHBV难以向水体中释放有机碳;以PHBV作为固态碳源的生物膜反应器可以实现同步硝化反硝化。反应器运行状态(HRT为2 h)稳定后,氨氮和总氮的去除率分别为(91.8±1.3)%和(87.5±2.2)%,硝化速率和反硝化速率分别为0.11 g·(L·d)⁻¹和0.20 g·(L·d)⁻¹。填充柱沿水流方向可以分为2个区段,0~20 cm柱体内主要进行同步硝化反硝化过程,20~100 cm柱体内主要进行反硝化过程;反应器中微弱的亚硝酸盐积累可以归因于短程反硝化。以上研究成果可以为海水养殖业绿色发展提供参考。     

不同阳离子和碳氮比对反硝化性能及亚硝酸盐氮积累的影响

在序批式反应器(SBR)中,采用乙酸钠为碳源,通过硝酸钠和硝酸钙的交替投加、微量元素的投加以及碳氮比(COD/NO₃⁻-N)的改变,探究了不同控制条件对反硝化性能及NO₂⁻-N积累的影响,并分析了反应器中微生物种群演替特征。结果表明,在以乙酸钠为碳源的SBR中,Ca²⁺浓度过高会抑制反硝化。以NaNO₃为NO₃⁻-N来源时,硝酸盐氮还原率维持在50%左右;相同条件下,以Ca(NO₃)₂为NO₃⁻-N来源时,硝酸盐氮还原率仅有20%。反应器中补充适量磷元素后,硝酸盐氮还原率提高至62%,同时有少量的亚硝酸盐氮积累。当C/N比提高为4后,硝酸盐氮还原率大于98%,长期运行下亚硝酸盐氮积累率平均为83.8%。高通量测序分析结果表明,变形菌门和拟杆菌门在系统中占主导地位。NO₂⁻-N积累的关键功能菌属是Thauera菌属,其最高占比为17.25%。以Ca(NO₃)₂为NO₃⁻-N来源时,Thauera菌属占比仅为0.14%。以上研究结果为短程反硝化的快速启动和稳定运行提供参考。     

某燃煤超低排放机组非常规污染物脱除

燃煤电厂非常规污染物的排放尚未引起足够的重视。为全面表征燃煤电厂非常规污染物脱除性能,针对某1 000 MW燃煤超低排放机组,分别采用FPM和CPM一体化采样系统、安大略法(OHM)、控制冷凝法、HJ 646-2013规定的有机物测试方法,系统研究了CPM、Hg、SO₃、PAHs等非常规污染物的梯级脱除特性。结果表明：100%、75%负荷时低-低温电除尘系统对CPM脱除率分别为87.15%、92.20%,湿法脱硫分别为49.65%、45.55%,不同负荷下FPM分别为3.6、4.4 mg·m⁻³,但CPM却分别达14.2、15.3 mg·m⁻³,CPM的浓度远超FPM;低-低温电除尘系统脱Hg效率为64.81%,整个系统的脱Hg效率为75.5%,Hg^p全部被脱除,剩余的是难以脱除的Hg⁰、Hg²⁺,脱除率分别为为63.01%、64.29%,Hg⁰排放浓度为5.4 μg·m⁻³,Hg²⁺排放浓度为0.5 μg·m⁻³;SCR脱硝催化剂将SO₂氧化成SO₃的转化率约为0.7%,低-低温电除尘系统可脱除88.7%的SO₃,湿法脱硫对SO₃的脱除率为29.63%,最终SO₃排放浓度为1.9 mg·m⁻³;全系统对16种PAHs脱除率达94.25%,其中,气相、固相脱除率分别为91.61%、99.27%,最终气相、固相PAHs排放浓度分别为2.39 μg·m⁻³和0.11 μg·m⁻³。现有超低排放设备对非常规污染物均有不同程度的协同脱除效果,满负荷条件下该机组CPM、Hg、SO₃、PAHs排放浓度分别为14.2 mg·m⁻³、5.9 μg·m⁻³、1.9 mg·m⁻³、2.5 μg·m⁻³,Hg的排放浓度满足火电厂大气污染物排放标准(GB 13223-2011)中30 μg·m⁻³的要求,CPM、SO₃、PAHs尚无国家强制排放标准。本研究结果可为燃煤电厂后续非常规污染物的控制提供参考。     

Biodegradation of 2,4,6-trichlorophenol in the presence of primary substrate by immobilized pure culture bacteria

In this study, pure strains that are capable of utilizing 2,4,6-trichlorophenol have been isolated from the mixed culture grown on substrates containing chlorophenolic compounds. Studies have been carried out on the capability of these isolated pure strains in suspended and immobilized forms to decompose 2,4,6-trichlorophenol. Additionally, the influence of primary substrates (e.g., phenol, 2-chlorophenol, 3-chlorophenol, 4-chlorophenol, 2,4-dichlorophenol) on the decomposition of 2,4,6-trichlorophenol by the isolated pure strains grown in immobilized form is also investigated. The results are: Through bacterial isolation and identification, three pure strains have been obtained: Pseudomonas spp. strain 01, Pseudomonas spp. strain 02 and Agrobacterium spp. Whether in suspended or immobilized forms, all strains have poor removal efficiencies of 2,4,6-trichlorophenol. However, addition of 200 mg/l phenol will enable the immobilized Pseudomonas spp. strain 01, and Pseudomonas spp. strain 02 to achieve 65% and 48% removal of 2,4,6-trichlorophenol, respectively. Addition of phenol will assist the immobilized Pseudomonas spp. strain 02 in achieving removal of 2,4,6-trichlorophenol but the removal efficiency is not good if the phenol concentration is too low. The optimum phenol concentration should be between 200 and 400 mg/l.     

3-Way pattern-recognition of PAHs from Galicia (NW Spain) seawater samples after the Prestige's wreck

In November 2002 the oil tanker ‘Prestige’ released 65 000 tons of a heavy fuel oil throughout the Galician coastline (NW Spain), causing extensive damage to marine life, natural resources and economic activities at Northern Portugal, Spain and SW France. To evaluate the impact of the oil spill on the aquatic system, 30 polycyclic aromatic hydrocarbons (PAHs), including alkylated derivatives, were analyzed in seawater on five different sampling campaigns from 2002 to 2004. Sampling was made along the Galician continental shelf. In each station three samples were collected at three different depths (surface, mid-depth and bottom). Four different approaches for 3-way analyses (Catenated-PCA, Matrix-Augmented Principal Components Analysis, Parallel Factor Analysis and Procrustes rotation) have been used to asses the major sources of PAHs into the seawater. They revealed two main pollution patterns: one related to oil spillages and discharge of petroleum products, and another more associated with a diffuse anthropogenic origin.     

Fe^3＋掺杂TiO2/凹凸棒复合材料的光催化性能

采用酸催化的溶胶-凝胶法制备了一系列Fe^3＋掺杂TiO2/凹凸棒（Fe^3＋-TiO2/ATP）复合光催化剂材料。在可见光条件下,以亚甲基蓝（MB）溶液的光催化降解反应,评价了样品的光催化性能,研究了TiO2负载量、Fe^3＋掺杂量和焙烧温度对复合材料光催化性能的影响。在单因素实验的基础上,采用正交实验设计（L25（53））优化了催化剂的制备条件。光催化实验结果表明,MB在复合材料上的光催化降解反应遵循Langmuir-Hinshelwood（L-H）动力学模型。正交实验结果表明,当TiO2负载量为15%、Fe^3＋掺杂量为0.5%和焙烧温度为550℃时,得到的复合材料对MB的光催化降解效率最佳,测得表观反应速率常数kapp为6.09×10^-3min^-1,反应4 h后MB的降解率（Dt）可达75.88%,相同实验条件下与P25（1.51×10^-3min^-1）相比较,反应速率提高了4.03倍,降解率提高了45.05%。另外,复合材料的沉降性能优于P25,易于分离,是一类有应用前景的复合光催化剂。敏世雄王芳魏立强王永生冯雷佟永纯韩玉琦     

磷酸活化植物基活性炭对水溶液中铅的吸附

以棉秆与互花米草为原料,采用磷酸活化法制备了低成本的植物基活性炭,通过静态实验研究了其对重金属铅的吸附性能。结果表明,在活化温度为500℃、活化时间为2 h条件下,制备的棉秆和互花米草活性炭比表面积为1 570m2/g和856 m2/g,含氧酸官能团含量分别为1.43 mmol/g和1.27 mmol/g。在25℃下,两种活性炭对重金属铅的Langmuir最大吸附量分别为119 mg/g和111 mg/g,吸附最佳pH为4.3,吸附平衡符合Freundlich方程,离子交换在吸附过程中发挥了重要作用。     

纳米Fe3O4对污泥厌氧产沼气性能的影响

对采用共沉淀法制备的纳米Fe₃O₄颗粒进行表征,并探究在中温(35 ℃)厌氧消化过程中纳米Fe₃O₄浓度对产气性能的影响。结果表明:纳米Fe₃O₄浓度为100 mg/L时可使厌氧体系中的氨氮浓度维持在600~1 200 mg/L,pH为7~8,TCOD_Cr以及SCOD_Cr去除率分别提高了8.35%和9.90%;该浓度下厌氧体系中产生的挥发性脂肪酸(VFA)浓度最大,可达4 300 mg/L,且强化了对乙酸的利用;该试验组的产气性能最好,相对于空白组,其累积产气量提高了28.08%,产气周期缩短了2 d,甲烷浓度提高了6%。