基于“人工智能”驱动的农村生活污水系统治理专栏序言

伴随流域水污染控制与治理工作的深入,农村分散生活污水治理逐渐成为制约流域水环境改善的关键.同时,农村生活污水治理是人居环境提升、美丽乡村建设以及乡村振兴战略实施的集中体现,事关广大农村居民的切身利益.本专栏是国家水专项“分散污水治理课题”团队近年来科研成果的总结,从污水治理的全生命周期角度出发,尝试通过人工智能赋能治理模式决策、“菜单式”工艺组合、设施运维与监管、长效管理等4个方面对研究和实践进行了梳理总结,构建基于人工智能驱动的农村生活污水治理决策支持系统,以期为北运河流域以及其他区域农村生活污水治理提供科技支撑.     

电活性生物膜阳极构建及其对2，4，6-三氯酚同步降解和产电

为实现氯酚（CPs）的高效降解和资源化利用,探究微生物燃料电池（MFC）体系优势功能菌,揭示生物降解路径.接种、驯化长春市南郊污水处理厂的厌氧活性污泥,获得生物膜阳极以构筑MFC-2,4,6-TCP体系,基于扫描电子电镜（SEM）、16S rRNA分析测序方法,考察生物膜阳极微生物的附着情况和优势菌种,基于电化学阻抗（EIS）、循环伏安（CV）和线性扫描伏安（LSV）等电化学分析手段,表征生物阳极的电化学性能和氧化还原能力.结果表明,生物膜阳极微生物种类丰富,其中Geobacter和Acinetobacter分别为MFC-2,4,6-TCP体系产电和降解驯化期的优势功能菌,体系最大输出电压可达0.55 V,最大功率密度为428.65 mW·m-2,对2,4,6-TCP的降解和矿化率可达97.5%和85.4%.随着MFC循环次数的增加,微生物代谢途径多样化,产电菌逐渐演替为协同菌,且优势功能菌对2,4,6-TCP降解的中间产物（环己醇）,其毒性远低于氯酚或苯酚,更利于被微生物利用.该结果可为氯酚废水的实际处理提供新策略和技术参考.     

2021年3月14—16日中国北方地区沙尘暴天气过程诊断及沙尘污染输送分析

2021年3月14—16日发生在北方地区的沙尘暴天气过程被认为是近10年来我国出现的最强过程.本文在对此次沙尘暴过程天气学特征分析的基础上,利用 HYSPLIT 模式和 GDAS 资料,运用潜在源贡献因子分析法（PSCF）和浓度权重轨迹分析法（CWT）,探讨了气候变化背景下沙尘输送源与天气系统的配置关系及本次过程中沙尘污染物PM₁₀质量浓度的潜在源区分布及贡献.结果表明,此次过程由强烈发展的蒙古气旋及冷锋过境,高空槽后冷空气持续补充引起,中高层强斜压性使地面蒙古气旋强烈发展,大风卷扬起的沙尘随上升气流输送到高空,并在偏北大风引导下,影响了我国大范围地区.内蒙古东北部至河套地区的强涡度梯度带、500、700 hPa较高的强冷平流中心与下层的温度平流差异以及交替的上升下沉运动为本次北方地区大范围沙尘暴过程提供了动力、热力及不稳定度条件.本次沙尘天气过程中,影响呼和浩特、北京的沙尘传输通道主要为北偏东路,影响银川的沙尘传输通道为西北路和北路,过程受多沙源传输通道影响.萨彦岭、蒙古国南部戈壁沙漠为本次沙尘天气PM₁₀的主要潜在源区,传输过程中混合内蒙古沙源地沙尘.总体来说,蒙古国南部戈壁沙漠对本次过程PM₁₀质量浓度的贡献最大.     

生物酶对初沉污泥厌氧发酵产短链脂肪酸的调控研究

旨在通过生物酶调节(碱性蛋白酶、中性蛋白酶和α-淀粉酶)提高初沉污泥的厌氧发酵效率,并通过微生物群落结构解析,SCFAs (short-chain fatty acids,SCFAs)组分分析等揭示其调控机理.结果表明,3种生物酶均可增强初沉污泥水解和产酸作用,碱性蛋白酶调控系统对初沉污泥厌氧发酵的促进效果最为明显,发酵第4d SCFAs的产量和产率分别达到1508mg COD/L和0.174g COD/g VSS.对比控制组,SCFAs的产量和产率分别增加了1129mg COD/L和0.13g COD/g VSS.微生物群落结构分析表明,在碱性蛋白酶调控发酵系统中,Lentimicrobium、Proteiniphilum和Bacteroides等发酵相关菌群的相对丰度得到了改善,Methanosaeta、Methanospirillum等产甲烷古菌的活性受到了抑制.同时,生物酶调控对促进发酵过程乙酸占比也有促进作用.     

A novel approach to estimate and control denitrification performance in activated sludge systems with respirogram technology

Respirogram technology has been widely applied for aerobic process, however, the response of respirogram to anoxic denitrification is still unclear. To reveal such response may help to design a new method for the evaluation of the performance of denitrification. The size distribution of flocs measured at different denitrification moments demonstrated a clear expansion of flocs triggered by denitrification, during which higher specific endogenous and quasi-endogenous respiration rates (SOUR_e and SOUR_q) were also observed. Furthermore, SOUR_q increases exponentially with the specific denitrification rate (SDNR), suggesting that there should be a maximum SDNR in conventional activated sludge systems. Based on these findings, an index R_q/t, defined as the ratio of quasi-endogenous (OUR_q) to maximum respiration rate (OUR_t), is proposed to estimate the denitrification capacity that higher R_q/t indicates higher denitrification potential, which can be readily obtained without complex measurement or analysis, and it offers a novel and promising respirogram-based approach for denitrification estimation and control by taking measures to extend anoxic time to maintain its value at a high level within a certain range.     

Hydrothermal-treated Pt/Al2O3 as an excellent catalyst for toluene total oxidation

The preparation of highly active supported noble metal catalysts with a low noble metal loading has always been the ultimate goal of researchers working on catalysis. Hydrothermally treated Pt/Al₂O₃ (Pt/Al₂O₃-H) exhibits better catalytic activity than that (Pt/Al₂O₃-C) treated via the conventional calcination approach. At the high space velocity of 100,000 mL/(g∙hr), the temperature that correspond to 50% toluene conversion (T₅₀) of Pt/Al₂O₃-H is 115°C lower than that of Pt/Al₂O₃-C, and the turnover frequency (TOF) value can reach 0.0756 sec⁻¹. The mechanism by which the hydrothermal approach enhances Pt/Al₂O₃ activity has been investigated. The structure associated with the high catalytic activity of Pt nanoparticles (NPs) can be retained via hydrothermal treatment. Furthermore, the support is transformed to AlO(OH) with numerous surface hydroxyl groups, which in turn can facilitate the adsorption of toluene. And the synergistic effects of Pt NPs and AlO(OH) increases the contents of Pt in oxidation state and active oxygen, which are beneficial for toluene oxidation.     

Cultivar-dependent rhizobacteria community and cadmium accumulation in rice: Effects on cadmium availability in soils and iron-plaque formation

The association between the rhizospheric microbial community and Cd accumulation in rice is poorly understood. A field trial was conducted to investigate the different rhizobacterial communities of two rice cultivars with high Cd accumulation (HA) and low Cd accumulation (LA) at four growth stages. Results showed that the Cd content in the roots of the HA cultivar was 1.23 - 27.53 higher than that of the LA cultivar (0.08 - 10.5 µg/plant) at four stages. The LA cultivar had a significantly lower Cd availability in rhizosphere and a higher quantity of iron plaque (IP) on the root surface than the HA cultivar at four stages. This resulted in the reduction of Cd concentration in IPs and Cd translocation from IP-to-root. Microbial analysis indicated that the LA cultivar formed a distinct rhizobacterial community from the HA cultivar and had less α-diversity. The rhizosphere of the LA cultivar was enriched in specific bacterial taxa (e.g., Massilia and Bacillus) involved in Cd immobilization by phosphate precipitation and IP formation by iron oxidization. However, the rhizosphere in the HA cultivar assembled abundant sulfur-oxidizing bacteria (e.g., Sulfuricurvum) and iron reduction bacteria (Geobacter). They promoted Cd mobilization and reduced IP formation via the metal redox process. This study reveals a potential approach in which specific rhizobacteria decrease or increase Cd accumulation in rice on contaminated soil and provides a new perspective for secure rice production.     

基于UV-Vis辽河保护区地表水DOM的时空分布特征

为探讨辽河保护区地表水中DOM（dissolved organic matter,溶解性有机质）组成、腐殖化程度及时空变化,采集辽河保护区上游至下游及主要支流入辽河干流河口处丰水期和枯水期地表水样品,基于UV-Vis（紫外-可见吸收光谱）揭示地表水中DOM结构组成的时空变化特征. 结果表明:①从季节上看,辽河保护区地表水丰水期DOC（dissolved organic carbon,溶解性有机碳）浓度(11.73 mg/L)高于枯水期(6.76 mg/L),且丰水期DOM中类蛋白质组分相对浓度高于枯水期,而类腐殖质组分的相对浓度较低;从空间上看,辽河保护区支流DOC平均浓度高于干流浓度,且丰水期地表水DOM中类蛋白物质与类腐殖质浓度增加. ②基于UV-Vis特征参数可知,辽河保护区地表水中DOM主要以内源释放为主;从季节上看,丰水期降水量和地表径流增加,DOM的芳香性、分子量、腐殖化水平降低;从空间上看,辽河保护区地表水DOM的腐殖化程度沿河流上游至下游呈现逐渐递减趋势,且支流DOM腐殖化程度较高,具有较高的芳香性及疏水性. 研究显示,河流地表水中DOM的芳香性与分子量大小受周边沿岸生态环境系统、生物条件、土地利用类型等因素影响,不同类型地表水中DOM具有显著差异.      

水动力学法预测三峡工程对洞庭湖洲滩的影响

用水动力学方法，根据三峡建库前后不同的时空边界条件，模拟长江水情要素，并建立长江水位与洞庭湖水位的回归方程，从而预测三峡工程对洞庭湖区洲滩面积的影响。