QSPR prediction of chromatographic retention times of pesticides: Partition and fractal indices

The high‐performance liquid‐chromatographic retentions of red‐wine pesticide residues are modeled by structure–property relationships. The effect of different types of features is analyzed: geometric, lipophilic, etc. The properties are fractal dimensions, partition coefficient, etc., in linear and nonlinear correlation models. Biological plastic evolution is an evolutionary perspective conjugating the effect of acquired characters and relations that emerge among the principles of evolutionary indeterminacy, morphological determination and natural selection. It is applied to design the co‐ordination index that is used to characterize pesticide retentions. The parameters used to calculate the co‐ordination index are the molar formation enthalpy, molecular weight and surface area. The morphological and co‐ordination indices barely improve the correlations. The fractal dimension averaged for non?buried atoms, partition coefficient, etc. distinguishes the pesticide molecular structures. The structural and constituent classification is based on nonplanarity, and the number of cycles, and O, S, N and Cl atoms. Different behavior depends on the number of cycles.     

An integrated EDIB model for probabilistic risk analysis of natural gas pipeline leakage accidents

Natural gas pipeline construction is developing rapidly worldwide to meet the needs of international and domestic energy transportation. Meanwhile, leakage accidents occur to natural gas pipelines frequently due to mechanical failure, personal operation errors, etc., and induce huge economic property loss, environmental damages, and even casualties. However, few models have been developed to describe the evolution process of natural gas pipeline leakage accidents (NGPLA) and assess their corresponding consequences and influencing factors quantitatively. Therefore, this study aims to propose a comprehensive risk analysis model, named EDIB (ET-DEMATEL-ISM-BN) model, which can be employed to analyze the accident evolution process of NGPLA and conduct probabilistic risk assessments of NGPLA with the consideration of multiple influencing factors. In the proposed integrated model, event tree analysis (ET) is employed to analyze the evolution process of NGPLA before the influencing factors of accident evolution can be identified with the help of accident reports. Then, the combination of DEMATEL (Decision-making Trial and Evaluation Laboratory) and ISM (Interpretative Structural Modeling) is used to determine the relationship among accident evolution events of NGPLA and obtain a hierarchical network, which can be employed to support the construction of a Bayesian network (BN) model. The prior conditional probabilities of the BN model were determined based on the data analysis of 773 accident reports or expert judgment with the help of the Dempster-Shafer evidence theory. Finally, the developed BN model was used to conduct accident evolution scenario analysis and influencing factor sensitivity analysis with respect to secondary accidents (fire, vapor cloud explosion, and asphyxia or poisoning). The results show that ignition is the most critical influencing factor leading to secondary accidents. The occurrence time and occurrence location of NGPLA mainly affect the efficiency of emergency response and further influence the accident consequence. Meanwhile, the weight ranking of economic loss, environmental influence, and casualties on social influence is determined with respect to NGPLAs.     

复杂地下空间交通体系连接匝道烟气控制方案研究

复杂地下空间交通体系作为新型地下交通形式,车流量大且存在多个分合流点,气流组织复杂,防灾排烟难度极大。以杭州某复杂地下空间交通体系连接匝道为研究背景,提出匝道通风排烟设计方法,再选取其中二合一式连接匝道结构,采用FLUENT模拟其两种防灾排烟方案的有效性。模拟结果表明：两个连接匝道末端单独设置排烟口的设计方案可有效保证火源下游车辆和火源上游人员的逃生安全;根据分合流流速分配理论模型,在合流处只设置一个排烟口且排烟量提高40 m³/s时,也可达到同样的防灾排烟效果,从土建成本考虑,推荐此方案,为同类型隧道结构提供借鉴。     

尾矿库洪水漫顶溃坝演化规律试验研究

为分析尾矿库洪水漫顶溃坝的演化规律,采用物理模型试验方法建立尾矿库漫顶溃坝演化模型。在自主研制的尾矿库溃坝模拟试验平台上,以国内某尾矿库为研究对象,基于非恒定水流泥沙非平衡非饱和冲刷机理,根据模型相似理论和溃决侵蚀模型原理,模拟尾矿库洪水漫顶溃坝过程,建立尾矿库漫顶溃坝演化模型。试验结果表明,尾矿库洪水漫顶溃坝位移与坝体饱和程度有关,坝体浸润线越高,尾矿库溃坝时滑动位移越大,溃口破坏程度取决于溢流对坝体的冲刷侵蚀作用;在该试验条件下,获得尾矿库洪水漫顶溃坝过程中坝体位移、浸润线高度、溃口最大流速和溃口的演化规律。降低坝体浸润线高度、增大安全干滩长度、铺设坝面引流明渠等措施有助于减少尾矿库洪水漫顶溃坝的灾害破坏。     

城域突发事故灾害发生机理探索

城域突发事故灾害发生机理涉及事故灾害致因、演化过程、发展规律3个主要方面;从典型事故致因理论入手,探索城域突发事故灾害致因有本质原因、基础原因和直接原因;事故致因要素之间的综合作用是城域突发事故灾害发生机理研究的关键,可考虑建立与之对应的数学模型,运用突变理论,对演化过程进行分析,指出城域突发事故灾害演化是一个流变-突变过程,并满足尖点突变模型,引发因素和控制因素两个参数决定事故状态的变化;总结城域突发事故灾害的发展规律,指出城域突发事故灾害沿链条传递,并呈现一定周期性,研究成果可为事故灾害的预防与控制提供借鉴。     

官方媒体参与下不同风险感知群体竞争模型及其演化规律

为识别公众风险感知的演化规律和官方媒体参与的作用机制，首先，根据公众的行为表现划分不同风险感知群体，并分析群体间的相互竞争和官方媒体的扰动作用；然后，通过扩展Lotka Volterra模型建立群体间的相互竞争模型；在此基础上，通过推导模型平衡点及其稳定性分析模型演化规律；最后，运用数值仿真考查了官方媒体的参与对模型演化的影响。研究结果表明:模型演化具有3种结果情景，官方媒体参与能够显著改变模型演化的速度和结果。     

基于空间拟合和神经网络的机场噪声预测集成模型

将集成学习方法引入到机场噪声预测中,提出一种基于空间拟合和神经网络的机场噪声预测集成模型.该模型采用空间拟合算法和BP神经网络算法构建基学习器,然后通过所提出的基于观察学习的异构集成算法将基学习器集成起来,获得集成的机场噪声预测结果.该模型通过集成多个异构机场噪声预测基学习器,能够有效提升预测准确率.实验结果表明,本文所提出的基于观察学习的异构集成算法,较之其他异构集成算法,在解决机场噪声预测问题上准确性更高、容错性更强.     

盐城滨海湿地海堤演化与土地利用变化分析

滨海湿地是全球环境变化最为敏感的地区之一,了解其海堤演化和土地利用变化可为湿地资源的可持续利用和管理提供依据。利用1983年的1∶5万土地利用图和2001年的ETM遥感影像为基础数据源,分析了1983年和2001年该区海堤的演化和土地利用的变化情况。研究结果表明,1983年和2001年海岸带从南到北呈现由淤涨型向侵蚀型过渡的变化特征,海堤长度呈缩短状态;土地利用类型以光滩、耕地及盐田为主,变化趋势是盐田、芦苇地和耕地逐渐在增加,盐蒿滩、园林地逐渐在减少。通过分析,表明人类活动对滨海湿地土地利用格局的影响明显。     

基于光谱混合分析和反照率-植被盖度特征空间的土地荒漠化遥感评价

采用线性光谱混合分析模型对Landsat TM遥感影像进行混合像元分解,获取植被、裸土和水体组分的相对丰度分布;在反演地表反照率的基础上,构建了基于Albedo-Vegetation特征空间的土地荒漠化遥感监测模型;以黑河中游部分区域为例,进行了实证研究,并利用实地调查数据进行精度验证。结果表明:此方法充分利用了多维遥感信息,反映了荒漠化土地地表覆盖、水热组合及其变化,具有明确的生物物理意义,而且指标简单、易于获取,精度较高,有利于荒漠化的定量分析与监测。     

城市绿地结构与鸟类栖息生境的营造

城市化对城市鸟类多样性产生了诸多不利影响。城市绿地结构是鸟类栖息生境选择的重要因素之一。在分析公园面积、连通性、岛屿化等影响城市鸟类多样性的城市绿地结构特征基础上,提出通过优化绿地结构营造鸟类栖息生境的原则,探讨了保护城市自然保留地、建设环城绿化带、构建河岸带与道路绿色廊道、复层植物群落配置、特殊空间绿化等途径作为鸟类生境营造的方法。