建筑垃圾堆放点样本集构建与优化研究

为更好地解决手工制作的建筑垃圾堆放点样本集效率低、数据量少,难以支撑基于深度学习的遥感图像目标检测算法训练需求的问题,采用基于像素的遥感分类方法构建建筑垃圾堆放点样本集,在此基础上结合直方图均衡化,CS-LBP算子约束以及迁移学习的方法对Wasserstein生成对抗模型（WGAN）进行优化,实现了样本集扩充。研究结果表明:相对于纯手工制作的样本集,基于像素的遥感分类方法可以显著提升样本集制作的效率;同时,经过WGAN优化后,生成样本模拟了原始数据的颜色与纹理特征分布规律,增加了原始数据的多样性,满足了扩充样本集的需求。     

电解锰渣基方沸石的制备及其对Pb2+的吸附性能

以电解锰渣为原料,经过"弱酸除杂-碱融活化-室温陈化-晶化"水热合成反应体系,在分别外加铝源和硅源的条件下制备方沸石ANA-A及ANA-S,运用XRF、XRD、SEM-EDS和BET等表征手段对2种方沸石的化学组成、晶相结构、微观形貌和比表面积进行分析。结果表明:在煅烧温度750℃、合成温度180℃、水热反应时间8 h的条件下,外加铝源和硅源均可合成方沸石。进一步研究2种沸石对水溶液中Pb2+的静态吸附性能,其所合成的电解锰渣基ANA-A及ANA-S方沸石均可以很好地用Langmuir等温模型拟合,属于单分子层吸附,饱和吸附量分别为161.29,185.19 mg/g,对初始浓度为100 mg/L的Pb2+去除率分别为93.69%和95.47%,且均符合Lagergren准二级动力学模型,属于化学吸附;两者中ANA-S的吸附效果更好。     

Effects of SO2 and H2O on low-temperature NO conversion over F-V2O5-WO3/TiO2 catalysts

F-V_2 O_5-WO3/Ti02 catalysts were prepared by the impregnation method.As the content of F ions increased from 0.00 to 0.35 wt.%,the NO conversion of F-V_2 O_5-WO_3/TiO_2 catalysts initially increased and then decreased.The 0.2 F-V_2 O_5-WO_3/TiO_2 catalyst(0.2 wt.% F ion)exhibited the best denitration(De-NOx) performance,with more than 95% NO conversion in the temperature range 160-360℃,and 99.0% N2 selectivity between 110 and 280℃.The addition of an appropriate amount of F ions eroded the surface morphology of the catalyst and reduced its grain size,thus enhancing the NO conversion at low temperature as well as the sulfur and water resistance of the V_2 O_5-WO3/Ti02 catalyst.After selective catalytic reduction(SCR) reaction in a gas flow containing SO_2 and H_2 O,the number of NH3 adsorption sites,active component content,specific surface area and pore volume decreased to different degrees.Ammonium sulfate species deposited on the catalyst surface,which blocked part of the active sites and reduced the NO conversion performance of the catalyst.On-line thermal regeneration could not completely recover the catalyst activity,although it prolonged the cumulative life of the catalyst.In addition,a mechanism for the effects of S02 and H_2 O on catalyst NO conversion was proposed.     

Dynamic nano-Ag colloids cytotoxicity to and accumulation by Escherichia coli: Effects of Fe3+, ionic strength and humic acid

Released Ag ions or/and Ag particles are believed to contribute to the cytotoxicity of Ag nanomaterials, and thus, the cytotoxicity and mechanism of Ag nanomaterials should be dynamic in water due to unfixed Ag particle:Ag⁺ ratios. Our recent research found that the cytotoxicity of PVP-Ag nanoparticles is attributable to Ag particles alone in 3 hr bioassays, and shifts to both Ag particles and released Ag⁺ in 48 hr bioassays. Herein, as a continued study, the cytotoxicity and accumulation of 50 and 100 nm Ag colloids in Escherichia coli were determined dynamically. The cytotoxicity and mechanisms of nano-Ag colloids are dynamic throughout exposure and are derived from both Ag ions and particles. Ag accumulation by E. coli is derived mainly from extracellular Ag particles during the initial 12 hr of exposure, and thereafter mainly from intracellular Ag ions. Fe³⁺ accelerates the oxidative dissolution of nano-Ag colloids, which results in decreasing amounts of Ag particles and particle-related toxicity. Na⁺ stabilizes nano-Ag colloids, thereby decreasing the bioavailability of Ag particles and particle-related toxicity. Humic acid (HA) binds Ag⁺ to form Ag⁺-HA, decreasing ion-related toxicity and binding to the E. coli surface, decreasing particle-related toxicity. HA in complex conditions showed a stronger relative contribution to toxicity and accumulation than Na⁺ or Fe³⁺. The results highlighted the cytotoxicity and mechanism of nano-Ag colloids are dynamic and affected by environmental factors, and therefore exposure duration and water chemistry should be seriously considered in environmental and health risk assessments.     

Revealing the changes of bacterial community from water source to consumers tap: A full-scale investigation in eastern city of China

This study profiled the bacterial community variations of water from four water treatment systems, including coagulation, sedimentation, sand filtration, ozonation-biological activated carbon filtration (O₃-BAC), disinfection, and the tap water after the distribution process in eastern China. The results showed that different water treatment processes affected the bacterial community structure in different ways. The traditional treatment processes, including coagulation, sedimentation and sand filtration, reduced the total bacterial count, while they had little effect on the bacterial community structure in the treated water (before disinfection). Compared to the traditional treatment process, O₃-BAC reduced the relative abundance of Sphingomonas in the finished water. In addition, ozonation may play a role in reducing the relative abundance of Mycobacterium. NaClO and ClO₂ had different effects on the bacterial community in the finished water. The relative abundance of some bacteria (e.g. Flavobacterium, Phreatobacter and Porphyrobacter) increased in the finished water after ClO₂ disinfection. The relative abundance of Mycobacterium and Legionella, which have been widely reported as waterborne opportunistic pathogens, increased after NaClO disinfection. In addition, some microorganisms proliferated and grew in the distribution system, which could lead to turbidity increases in the tap water. Compared to those in the finished water, the relative abundance of Sphingomonas, Hyphomicrobium, Phreatobacter, Rheinheimera, Pseudomonas and Acinetobacter increased in the tap water disinfected with NaClO, while the relative abundance of Mycobacterium increased in the tap water disinfected with ClO₂. Overall, this study provided the detailed variation in the bacterial community in the drinking water system.     

Metabolomic modulations in a freshwater microbial community exposed to the fungicide azoxystrobin

An effective broad-spectrum fungicide, azoxystrobin (AZ), has been widely detected in aquatic ecosystems, potentially affecting the growth of aquatic microorganisms. In the present study, the eukaryotic alga Monoraphidium sp. and the cyanobacterium Pseudanabaena sp. were exposed to AZ for 7 days. Our results showed that 0.2–0.5 mg/L concentrations of AZ slightly inhibited the growth of Monoraphidium sp. but stimulated Pseudanabaena sp. growth. Meanwhile, AZ treatment effectively increased the secretion of total organic carbon (TOC) in the culture media of the two species, and this phenomenon was also found in a freshwater microcosm experiment (containing the natural microbial community). We attempted to assess the effect of AZ on the function of aquatic microbial communities through metabolomic analysis and further explore the potential risks of this compound. The metabonomic profiles of the microcosm indicated that the most varied metabolites after AZ treatment were related to the citrate cycle (TCA), fatty acid biosynthesis and purine metabolism. We thereby inferred that the microbial community increased extracellular secretions by adjusting metabolic pathways, which might be a stress response to reduce AZ toxicity. Our results provide an important theoretical basis for further study of fungicide stress responses in aquatic microcosm microbial communities, as well as a good start for further explorations of AZ detoxification mechanisms, which will be valuable for the evaluation of AZ environmental risk.     

2015—2018年河南省辖海河流域水质改善效果评价

分别采用单因子评价法、综合污染指数评价法和模糊综合评价法对2015—2018年河南省辖海河流域的水质改善效果进行评价分析。结果表明:3种方法的评价结果基本一致,2015—2018年河南省辖海河流域整体水质呈现改善趋势。但各方法侧重点有所不同。单因子评价结果显示,海河流域21项污染因子Ⅰ—Ⅲ类数量占比由2015年的69.63%增加至2018年的89.52%,劣Ⅴ类占比由2015年的15.13%减少至2018年的0.85%;海河流域综合污染指数由2015年的0.89降低至2018年的0.56,水质级别由中度污染改善为轻度污染,其中卫河、共产主义渠、大沙河、安阳河、汤河、马颊河的水质状况均有一定改善;模糊评价结果显示,NH₃-N和TP在9项评价因子中权重占比较大,是河南省辖海河流域的主要污染因子;2018年8条河流均达到Ⅰ—Ⅲ类水质。前2种评价方法适用于管理分析,模糊评价法可补充说明河流存在的问题,更适用于研究工作。     

日本城市有机废弃物甲烷发酵资源化系统案例分析及最新研究进展

为建设可持续发展社会,日本近年来大力推动甲烷发酵以实现城市有机废弃物的减量化和资源化。首先介绍了日本城市有机废弃物资源化的2个实用案例,长冈市厨余垃圾沼气发电中心和丰桥市生物质资源利用中心的设计和运营状况。两者的长期稳定运行及产能效果验证了甲烷发酵技术在城市有机废弃物减量化和资源化上的可行性。其次,为了应对社会发展趋势和城市有机废弃物处理的技术需求,介绍了日本有关厨余垃圾、污泥以及废纸（城市有机废弃物的3大组分）的单独发酵及共发酵的部分研究成果。此外,简要介绍了应用厌氧膜生物反应器（AnMBR）进行相关高效甲烷发酵的最新研究成果。并根据实用案例调查和实验研究结果,以100万人口城市为例,对城市有机废弃物的各种甲烷发酵系统的产能效果进行了模拟概算。     

纳米零价铁的制备技术及其应用研究进展

纳米零价铁（nZVI）因具有还原性强、粒径小、比表面积大等特性,对重金属及含卤有机污染物等具有良好的吸附特性和反应活性,在环境修复方面表现出较好的应用前景。但nZVI易氧化、团聚和机械强度低等不利因素限制了其大规模应用。系统比较了机械法、气体冷凝法及还原法制备nZVI技术的特点,重点总结表面改性、金属改性、载体负载和基质封装等手段制备改性nZVI的研究进展,及其在水体及土壤环境修复方面的应用。     

含油污泥处理技术进展

石油工业生产的特征固体废物——含油污泥,是一种由石油烃、水、固体颗粒物和其他物质（如重金属）组成的固态/半固态复合物,因毒性和易燃性被归入危险废物管理。我国含油污泥年产量高达500万t,其中含有15%~50%的石油烃。含油污泥的处理要兼顾无害化和资源化。基于其组成、性质和危害,介绍了含油污泥的油品资源化分离法（离心、溶剂萃取、热解）和无害化剩余含油残渣处理法（焚烧、固化、生物处理）等国内外常用的处理方法。大体上,含油污泥的处理思路为,首先预处理降低含水率、提高含油率,再经油品分离法回收含油污泥中的石油烃,最后无害化处理剩余含油残渣。讨论了各方法的特点以及国内外研究进展,提出了含油污泥处理技术的发展建议。