京津冀臭氧污染特征、气象影响及基于神经网络的预报效果评估

基于生态环境监测和气象观测数据,分析了2016~2020年京津冀13个城市臭氧（O₃）浓度特征,讨论了O₃污染高发月份日最高温度（T_max）、日均地面气压（p）、日均地面相对湿度（RH）和日均地面风速（v）等气象要素对O₃-8h浓度和O₃-8h超标情况的影响规律,并采用AQI级别预报准确率、O₃浓度范围预报准确率和O₃级别预报准确率等方法,评估了基于神经网络的O₃统计预报效果.结果表明,2016~2020年期间京津冀13城市ρ（O₃-8h-90per）分别为157.4、177.2、177.3、190.6和175.6μg·m^-3,区域臭氧浓度5a上升了11.6%,2016~2019年期间总体呈波动上升趋势,2020年环比下降;2020年与2016年相比,除北京、张家口和承德略有下降外,其他10个城市ρ（O₃-8h-90per）上升了6~45.5μg·m^-3.O₃-8h月均值呈现"两头低,中间高"现象,ρ（O₃-8h）在4~9月的月均值超过了100 μg·m^-3,在6月最高,为158.10 μg·m^-3.城市O₃-8h超标率范围为8.6%~19.2%,97.8%的O₃-8h超标情况发生在4~9月.区域尺度上O₃-8h浓度与日最高温度相关性最强,当T_max在25~28℃区间时,所有城市开始出现O₃-8h超标.O₃-8h浓度与日均地面气压呈负相关关系;当RH在60%以下时,大部分城市O₃-8h浓度随相对湿度上升缓慢增长;当RH在61%~70%以上时,大部分城市O₃-8h浓度随日均相对湿度上升而下降.O₃-8h超标时的地面主导风向主要为偏南风,大部城市O₃-8h浓度高值易集中出现在2~3m·s^-1及以下低风速区间.OPAQ统计模式提前1~9 d预报相关系数范围为0.72~0.86,AQI级别预报平均准确率为67%~86%,O₃-8h浓度范围预报平均准确率为63%~84%.在O₃-8h超标情况多发的4~9月,模式对O₃轻度污染和O₃-8h超标情况提前3 d预报准确率分别为69%和66%,可为O₃-8h超标管控提供参考依据.     

岩溶湿地与稻田土壤团聚体细菌群落结构的比较

研究湿地系统中的土地利用变化对土壤团聚体中细菌群落结构的影响,可以为阐明土地利用变化对湿地土壤团聚体稳定性的影响机制提供理论依据.以会仙岩溶湿地和稻田为研究对象,利用高通量测序技术和生态网络分析对土壤团聚体（大团聚体0.25~2 mm、微团聚体0.053~0.25 mm和粉、黏粒<0.053 mm）细菌群落结构进行研究.结果表明：①微团聚体在稻田中占29.64%,显著高于其在天然湿地中的占比（22.20%）.②门水平上,绿弯菌门在稻田土壤大团聚体、微团聚体和粉、黏粒中的相对丰度分别为7.97%、8.56%和7.40%,显著高于其在天然湿地这3种粒径团聚体中的相对丰度（4.93%、4.81%和3.76%）;目水平上,厌氧绳菌目在稻田这3种粒径团聚体中的相对丰度分别为2.35%、3.03%和2.65%,显著高于其在天然湿地这3种粒径团聚体中的相对丰度（0.92%、0.91%和0.43%）.③生态网络分析显示,稻田微团聚体和粉、黏粒网络的节点数、边数和平均邻居数均高于天然湿地,并且在这两种组分中网络的平均连通度更大,特征路径长度更短;稻田大团聚体网络具有更长的特征路径长度、更高的模块性.结果表明,天然湿地改变为稻田后,土壤团聚体细菌群落结构改变,稻田微团聚体和粉、黏粒中细菌群落具有更高的物质循环和信息传递的效率,而稻田大团聚体细菌网络紧密性低,模块性高,其细菌群落结构更稳定.     

A multiobjective optimization framework for multicontaminant industrial water network design

The optimal design of multicontaminant industrial water networks according to several objectives is carried out in this paper. The general formulation of the water allocation problem (WAP) is given as a set of nonlinear equations with binary variables representing the presence of interconnections in the network. For optimization purposes, three antagonist objectives are considered: F(1), the freshwater flow-rate at the network entrance, F(2), the water flow-rate at inlet of regeneration units, and F(3), the number of interconnections in the network. The multiobjective problem is solved via a lexicographic strategy, where a mixed-integer nonlinear programming (MINLP) procedure is used at each step. The approach is illustrated by a numerical example taken from the literature involving five processes, one regeneration unit and three contaminants. The set of potential network solutions is provided in the form of a Pareto front. Finally, the strategy for choosing the best network solution among those given by Pareto fronts is presented. This Multiple Criteria Decision Making (MCDM) problem is tackled by means of two approaches: a classical TOPSIS analysis is first implemented and then an innovative strategy based on the global equivalent cost (GEC) in freshwater that turns out to be more efficient for choosing a good network according to a practical point of view.     

基于网络团购的民族地区旅行社电子商务发展研究

网络团购已经逐渐发展成为一种新兴的电子商务模式,团购产品的覆盖范围也已非常广泛.揭示了民族地区旅行社电子商务发展与网络团购的内在相关性和作用机理,并探讨了适合民族地区旅行社电子商务发展的网络团购模式,提出了发展民族地区旅行社电子商务的思路与对策.     

Weak indirect effects inherent to nitrogen biogeochemical cycling within anthropogenic ecosystems: A network environ analysis

Indirect effects are assumed to be the major causes of the complexity and stability of ecological networks. The complexity of urban-rural complexes (URCs) could also be attributed to the indirect effects associated with human activities. No studies, however, have quantified the strength of indirect effects in relation to urban biogeochemistry. A network environ analysis (NEA) was used for this study to investigate and compare indirect effects in relation to the nitrogen (N) cycling networks of 22 natural ecosystems and five URCs. Results show that indirect effects were proven to be weak for URC N cycling networks (accounting for only ∼2% of the overall effects measured in natural ecosystems). The weak indirect effects found provide a counterexample for the hypothesis that indirect effects are in fact the dominant components of biogeochemical networks. It also implies that human activity in itself does not always raise the complexity of ecological processes as previously suggested. Weak indirect effects also lead to perturbation fragility for URC N cycles (where the decay rate is greater in comparison to natural ecosystems by a factor of 13). In order to improve the robustness and efficiency of URC biogeochemical cycling, a knockout analysis was carried out. By comparing results after removing single interactions between natural ecosystems and URCs it was found that the loss of indirect effects require cooperative strategies to optimize N cycling networks within URCs.     

River network structure shapes interannual feedbacks between adult sea lamprey migration and larval habitation

Adult sea lampreys (Petromyzon marinus) migrating upstream to spawn follow a pheromone released by instream larvae. The size (i.e. flow) of a tributary dilutes the concentration of this pheromone, such that the downstream propagation pattern of larval pheromone must be influenced by patterns in the relative sizes and numbers of confluent tributaries. We developed an individual-based model to explicitly test the resulting hypothesis that river network structure influences the migration decisions of adult lampreys following the larval pheromone, and in turn the distribution of larvae. First, we initialized the model using randomly generated river networks, and found a strong positive relationship between network diameter and larval aggregation. Larvae aggregated over time, and the degree and rate of this aggregation depended on network diameter. Second, we initialized the model using a river network based on the Muskegon River, Michigan, and compared model-generated larval distribution to available field survey data. We found a significant correlation between model-generated larval abundance and field-measured larval densities (r₂ = 0.54; p < 0.0001). We also found an inverse relationship between subwatershed area and the degree to which path-dependent effects influenced larval abundance in that subwatershed. Our results overall suggest that larval distribution across a watershed results from a system of context-dependent interannual feedbacks shaped by network structure and the past migratory and spawning behavior of adults.     

小分子RNA及其在化学品毒理学中应用的展望

小分子RNA,包括siRNA、miRNA、piRNA等,在基因表达调控过程中扮演了至关重要的角色.对小分子RNA生物发生和功能的认知将有助于促进基因沉默的机制研究和基因治疗.本文归纳了近些年关于小分子RNA的重大研究成果以及应用于毒理学研究的案例,并对毒理学未来研究小分子RNA的重点和方向作出展望.     

基于网络的交通安全宣传教育研究

为了建立我国交通安全宣传教育网络平台,通过网络平台进行多形式的交通安全宣传教育。采用网站检索的方法,梳理了国内、外主要城市交通安全宣传教育网站,并从专业性、系统性、针对性、形式多样性等角度进行研究。研究发现国外交通安全网站具有分类细致、系统性强、参与互动性强等特点。因此建议我国应加快明确重点教育人群,建立系统性的、专业的、多形式的交通安全宣教内容,引入社会团体等加入宣传教育的队伍,提高全面积极参与、提高关注度。     

危险品泄漏事故后动态路网应急疏散研究

在建立以最短车辆总疏散时间为目标的应急车辆疏散模型过程中,考虑路网上的车流是时变的,以动态交通流分配理论对应急车辆流进行优化分配。基于计算的复杂性和粒子群算法(PSO)的优点,采用PSO对模型进行求解。算例试验结果表明,优化后的方案能够减轻整个疏散车辆的拥堵程度,为应急管理部门决策提供理论支持。     

复合装药安全性优选BP神经网络模型

为在设计复合装药结构时得到复合装药的能量输出和安全性双优结构,利用BP人工神经网络理论,建立结构优选模型。利用不同的感度和能量输出试验数据,进行模型的训练,训练后对样本进行预测和优选。结果表明,该方法能够克服评估复合装药结构性能优劣的各因素之间的复杂关系,实现精确的非线性预测,得到安全性和能量输出双优的设计结构。