基于粒子群优化的DGM（1,1）模型在基坑变形安全预测中的研究

为确保基坑施工期间发生变形后能够正常使用,将变权缓冲算子结合DGM(1,1)模型构造出变权离散灰色模型,利用相对误差、后验差比,灰色绝对关联度3种精度检验法作为粒子群算法适应度建立模型,构造PSO-VWDGM(1,1)模型,并结合实际工程监测数据研究不同适应度对基坑变形预测精度的影响。研究结果表明:不同适应度函数对预测精度存在较大影响,以灰色绝对关联度作为适应度建立模型预测精度较高,可以更好应用在工程中。研究成果可为工程施工阶段的基坑变形预测、稳定性分析与灾害评估、预警提供参考。     

Anaerobic digestion of thermal-alkaline–pretreated cephalosporin bacterial residues for methane production

Optimum anaerobic conditions of cephalosporin bacterial residues after thermal-alkaline pretreatment were determined by orthogonal experiments. And through biochemical methane potential tests (BMPs) for cephalosporin bacterial residues, the ability for bacterial degradation of cephalosporin was also evaluated. The thermal-alkaline pretreatment with the optimum values of 6% NaOH at 105 °C for 15 min significantly improved digestion performance. With the thermal-alkaline pretreatment, the specific methane yield of the pretreated cephalosporin bacterial residue increased by 254.79% compared with that of the un-pretreated cephalosporin bacterial residue. The results showed that anaerobic digestion of thermal-alkaline–pretreated cephalosporin bacterial residues could be one of the options for efficient methane production and waste treatment.

Implications: This work investigates the thermal-alkaline pretreatment of cephalosporin bacterial residues, which can increase their methane yield by 254.79% compared with no pretreatment. The digestion performance is significantly improved under the condition of 6% NaOH at 105 °C for 15 min. The results show that anaerobic digestion of thermal-alkaline–pretreated cephalosporin bacterial residues could be one of the options for efficient methane production and waste treatment.     

基于LMDI的长江中下游城市群污染排放强度分析

长江中下游城市群地区工业重化特征明显,工业水污染排放贡献超过10%,大气污染物占比更超过70%。本文采用迪氏对数指标分解法(LMDI)识别长江中下游城市群污染排放的主要影响因子,对长江中下游城市群重点行业COD、氨氮、SO_2、NO_x排放强度进行分析。将排放强度拆分为末端削减、技术工业和产品结构三个指标,分析2012—2020年和2020—2030年两个时间段内,对污染排放强度降低贡献度最高的影响因素。结果表明,末端削减和技术工艺对污染排放强度降低影响大,贡献值之和约为90%,两者分别代表末端处理技术对污染排放的削减程度,以及高附加值行业单位产值污染物产生水平;COD、SO_2和氨氮的排放强度由末端削减和技术工艺共同作用,NO_x的排放强度较高且未来末端削减水平进步小,未来需要重视该污染物的减排和治理。     

利用天敌控制水葫芦疯长研究

从产地引入象甲,研究它在高海拔低纬度———昆明的生活习性,经安全性、适应性、控制效果的试验研究,证实水葫芦象甲对23个科、46种植物不产生危害,只取食水葫芦,是单食性昆虫。象甲对水葫芦重量控制率平均为54.3％,株高控制率为42.4％,根长控制率为19.2％,叶片控制率为10.6％,植株分蘖控制率达32％。象甲在昆明具有良好的生物学适应性。对控制滇池水葫芦疯长,恢复生物多样性、保持生态平衡具有重要价值。     

基于TF-熵权法的矿井通风系统可靠性可拓评价

为准确评价煤矿通风系统可靠性,提高可靠性评价的客观性与准确性,有效防止因通风系统故障而引起的煤矿安全事故,提出基于三角模糊数(TF)-熵权法的矿井通风系统可靠性可拓评价模型,首先利用德尔菲法从通风动力、通风网络等6个方面,选取29个评价指标确定矿井通风系统可靠性评价指标体系;然后,通过三角模糊数与熵权法相结合的方式确定...     

Copper stimulates the incidence of antibiotic resistance, metal resistance and potential pathogens in the gut of black soldier fly larvae

The black soldier fly larvae (BSFL) have been successfully applied to treat various organic wastes. However, the impacts of heavy metals on antibiotic resistance in the BSFL guts are poorly understood. Here, we investigated the effect of copper (exposure concentrations of 0, 100 and 800 mg/kg) on the antibiotic and metal resistance profiles in BSFL guts. A total of 83 antibiotic resistance genes (ARGs), 18 mobile genetic elements (MGEs) and 6 metal resistance genes (MRGs) were observed in larval gut samples. Exposure to Cu remarkably reduced the diversity of ARGs and MGEs, but significantly enhanced the abundances of gut-associated ARGs and MRGs. The levels of MRGs copA, czcA and pbrT were dramatically strengthened after Cu exposure as compared with CK (increased by 2.8–13.5 times). Genera Enterococcus acted as the most predominant potential host of multiple ARG, MGE and MRG subtypes. Meanwhile, high exposure to Cu aggravated the enrichment of potential pathogens in BSFL guts, especially for Escherichia, Enterococcus and Salmonella species. The mantel test and procrustes analysis revealed that the gut microbial communities could be a key determinant for antibiotic and metal resistance. However, no significant positive links were observed between MGEs and ARGs or MRGs, possibly suggesting that MGEs did not play a crucial role in shaping the ARGs or MRGs in BSFL guts under the stress of Cu. These findings extend our understanding on the impact of heavy metals on the gut-associated antibiotic and metal resistome of BSFL.     

杭州富阳地区2015—2018年冬季不同天气形势下PM2.5传输路径和潜在源区分析

利用2015—2018年杭州市富阳地区国控站污染数据、自动站和GDAS气象资料及对海平面气压场进行天气分型的基础上,使用HYSPLIT模型、潜在源贡献因子（WPSCF）分析法和浓度权重轨迹（WCWT）分析法,研究富阳地区冬季污染现状及不同天气形势下PM_2.5的输送路径与潜在源区分布特征.结果表明,2015—2018年富阳地区冬季PM_2.5浓度持续较高且变化趋势不明显,污染区域输送问题不容忽视.通过天气分型得到该地区冬季主要受高压、高压前部、高压底部、L型高压、低压和低压前部6种天气形势影响,其中,高压和高压底部控制下PM_2.5浓度均值较高,分别为65 μg·m^-3和58 μg·m^-3.对各天气形势下气团轨迹聚类分析得到,高压和高压前部控制下污染气团主要来自山东、江苏等地,高压底部和L型高压控制下污染气团主要来自内蒙古、辽宁等地,低压和低压前部控制下污染气团主要来自浙江中部、东南部地区.不同天气形势下WPSCF和WCWT得到的分布特征类似,高压控制下潜在源区分布范围最广,位于浙江西南部、东北部、上海和江苏东南部地区,其次为高压底部控制,潜在源区位于浙江中东部、东北部和上海地区,高压前部、L型高压、低压和低压前部的潜在源区范围较小,基本位于浙江、江苏南部和上海等地.     

针对工作流量为2 L·min-1的切割器的捕集效率评价研究

为了评价市面上不同工作流量的切割器,本研究搭建了一套基于静态箱法的切割器捕集效率评价系统,可调节切割器的采样流量,结合空气动力学粒径谱仪对不同工作流量的切割器进行捕集效率测量.通过使用8种粒径的单分散聚苯乙烯微球,对多个品牌的工作流量为2、3及16.67 L·min^-1的PM₁、PM_2.5及PM₁₀切割器进行了评价,得到其捕集效率为50%时的空气动力学粒径分别为1.12、2.52和10.39 μm（品牌一）;2.69和10.41 μm（品牌二）;2.56、10.43 μm（型号Dust trak）;1.04、2.51 μm（型号VSCC）.本研究对于评价不同流量、不同原理的切割器的性能、提高颗粒物监测结果的准确性具有一定的科学意义.     

电沉积制备PMo12/rGO/PPy阳极及其在微生物燃料电池中的应用

微生物燃料电池(MFC)阳极材料的电化学特性影响其产电性能和污染物还原能力。采用电化学沉积法得到了磷钼酸/还原氧化石墨烯/聚吡咯(PMo₁₂/rGO/PPy)阳极,并对PMo₁₂/rGO/PPy阳极进行形貌表征和电化学特性分析,最后考察了PMo₁₂/rGO/PPy阳极MFC在不同浓度高氯酸盐(ClO₄-)下的产电和还原性能。结果表明:PMo₁₂/rGO/PPy阳极较对照阳极为微生物的附着提供了更大的比表面积,为电子传递提供更多的活性位点;使得MFC阳极表面的电荷转移量增加493%,电荷转移阻抗降低83.3%,交换电流密度提高53.4%。同时,当ClO₄-浓度为420 mg/L时,PMo₁₂/rGO/PPy阳极MFC产电性能最好,最大输出电压可达到148.47 mV。     

Novel chitosan–ethylene glycol hydrogel for the removal of aqueous perfluorooctanoic acid

It is urgent to explore an effective removal method for perfluorooctanoic acid (PFOA) due to its recalcitrant nature. In this study, a novel chitosan-based hydrogel (CEGH) was prepared with a simple method using chitosan and ethylene glycol through a repeated freezing–thawing procedure. The adsorption of PFOA anions to CEGH agreed well to the Freundlich–Langmuir model with a maximum adsorption capacity as high as 1275.9?mg/g, which is higher than reported values of most adsorbents for PFOA. The adsorption was influenced by experimental conditions. Experimental results showed that the main removal mechanism was the ionic hydrogen bond interaction between carbonyl groups (COO^?) of PFOA and protonated amine (NH⁺) of the CEGH adsorbent. Therefore, CEGH is a very attractive adsorbent that can be used to remove PFOA from water in the future.