基于贝叶斯网络的复杂工程安全管理决策支持方法研究

为改进当前复杂工程安全风险管理中普遍存在偏重事前管理、过分依赖专家经验等不足,探讨复杂工程贝叶斯网络(BN)的构建流程,提出基于BN的安全管理辅助决策分析(DSA)方法,并以武汉越江地铁盾构隧道渗漏水事故为例进行实证研究。结果表明:利用BN能够融合多领域专家关于具体工程的实践经验,以有向图形式直观表达安全事故致因变量间的不确定性关系,在事前阶段运用正向推理技术预测事故发生概率以界定警情等级及早防范,事中运用重要度分析辨识关键致险因子以明确过程控制要点,事后运用反向推理技术快速诊断查明最可能致因组合,从而为复杂工程安全事故全过程管理提供实时辅助决策支持。     

冬季采暖期气象条件对PM2.5等空气质量要素的影响——以咸阳市为例

以汾渭平原典型城市——咸阳为研究区域,利用地面空气质量监测数据和欧洲中期天气预报中心（ECMWF）发布的第五代全球气候再分析资料数据集（ERA5）,分析了咸阳市2018—2020年3 a采暖期污染物浓度变化特征和不同污染程度下的气象条件,采用统计学方法分析各项污染物浓度与气象因素间的相关性,使用多元线性回归模型评价各气象因素对PM_2.5浓度的影响程度,使用二元Logistic回归分析气象因素对PM_2.5超标风险的影响。咸阳市采暖期首要污染物以细颗粒物（PM_2.5）和可吸入颗粒物（PM₁₀）为主,采暖期超标最多的污染物为PM_2.5,超标天数逐年递减;PM₁₀的日变化呈“双峰双谷”型,PM_2.5的谷值出现在17∶00且夜晚浓度较高。颗粒物浓度与相对湿度呈正相关,与风速、边界层高度、温度、气压呈负相关。多元线性回归预测模型显示PM_2.5浓度预测值与实测值变化趋势保持一致,预测值的波动频率比实测值大,预测准确率为51.54%;二元Logistic回归模型显示：除相对湿度外,其他气象因素对PM_2.5超标情况都是保护因素,边界层高度每增高1 m,日均浓度超标风险降低0.7%;相对湿度每升高1%,日均浓度超标风险升高5.3%;温度每升高1℃,日均浓度超标风险降低19.8%;气压每升高1 hPa,日均浓度超标风险降低9.7%。以上研究结果揭示了咸阳市采暖期主要气象因素对空气污染的影响程度,为我国北方城市今后的空气污染治理提供科学依据,为相关政策制定提供理论参考。     

典型重化工园区产能增加对城市O3浓度影响

重化工园区产能增加将加大园区挥发性有机物(VOCs)排放总量,进而影响本地及周边城市O₃浓度.珠三角实施的“VOCs倍量替代”政策可在城市层面有效抵消重化工园区VOCs排放量上升的不利影响,还可进一步降低城市VOCs排放总量,实现区域O₃浓度下降.以惠州市某大型重化工园区为例,编制2018—2020年重化工园区产能增加以及实施“VOCs倍量替代”政策的污染物排放清单,基于WRF-CMAQ模拟体系,定量分析多种情景下园区在基准年(2017年)7—10月气象条件下对惠州市及周边城市O₃影响程度.研究表明,重化工园区增产而增加VOCs排放4101.96 t,“VOCs倍量替代”综合减排余量7298.97 t;“VOCs倍量替代”政策可有效解决重化工园区增产对O₃浓度的不利影响,其中7月最为显著,主导东南风下风向的深圳市及惠州市大亚湾管委会站点O₃浓度降幅最大,分别为3.9μg·m^-3(下降率2.97%)和7μg·m^-3(下降率4.95%);...     

佛山臭氧浓度预报方程的建立与应用

臭氧作为大气中的二次污染物,其形成和变化复杂,臭氧预报更是当下空气污染治理的难题之一.通过分析2014~2017年佛山地区近地面O₃浓度与高低层气象要素的关系,建立了佛山O₃浓度预报方程,并进行了检验和应用.结果表明,佛山近地面O₃的变化与高低层气象要素关系密切,气温和日照时数等气象要素与O₃浓度呈显著正相关,相对湿度、总（低）云量和风速等与其呈负相关;高浓度O₃污染发生的气象条件为小风速、晴间少云、低相对湿度、较长的日照时间和较高的温度,高浓度O₃潜势指数（HOPI）和风向指数（WDI）的定义可以较好地衡量O₃污染气象条件的好坏;综合考虑HOPI和不同高度WDI等13种气象要素,采用多指标叠套和多元逐步回归建立了佛山地区臭氧浓度预报方程;利用2018年资料检验发现,模拟值与实测值二者的相关系数R可达0.82,预报方程具有良好的拟合效果和可预报性.     

基于PCA-VMD-CNN的输电线路覆冰重量预测模型*

为防止覆冰灾害危及电路安全,提出1种输电线路覆冰重量预测模型。首先对多个气象因素进行主成分分析提取气象因素中的有效信息,再对覆冰历史数据进行变分模态分解,获得具有不同特性的本征模态分量;然后基于卷积神经网络,对具有不同时间尺度（周期性、波动性不同）的各个分量进行训练及预测,并将每个分量的预测结果相加。研究结果表明:通过对某覆冰区域的输电线路监测数据进行实验仿真,研究所提出的覆冰重量预测模型有更高精度。     

Conservation lessons from taboos and trolley problems

Governments pass conservation laws, adopt policies, and make plans yet frequently fail to implement them. Implementation of conservation, however, often requires costly sacrifice: people foregoing benefit for the benefit of biodiversity. Decisions involve trade-offs with outcomes that depend on the values at stake and people's perceptions of those values. Psychology, ethics, and behavioral science have each addressed the challenge of making difficult, often tragic, trade-off decisions. Based on these literatures, values can be classified as secular or sacred, where sacred values are those for which compensation may be unthinkable (e.g., freedom). Taboo trade-offs emerge when secular values are pitted against sacred ones. These are difficult to discuss, much less negotiate. Confronting taboo trade-offs in conservation may require discursive approaches to better understand particular attributes of decisions that place sacred human values at risk. Tragic trade-offs emerge when sacred values are pitted against one another. The trolley problem—a forced choice between 2 unthinkable outcomes—is a simple heuristic illustrating ethical challenges of tragic trade-offs. Behavior studies illustrate that people have a strong aversion to losses where an active choice was made, resulting in a bias toward status quo decisions. Faced with tragic, trolley-problem-like choices, people tend to avoid taking responsibility for action, defer decisions, evade opinions on painful choices, and regret unfortunate outcomes of actions. To help close the implementation gap, conservation actors may need to directly address the psychological, ethical, and behavioral barriers created by the remorse, regret, and moral residue of implementing conservation choices that have tragic outcomes. Recognition of these predictable features of the human psyche may foster better administrative structures to support action with durable outcomes as well as new research directions.     

论农地制度创新与农业劳动力转移

建国以后我国农地制度经历了一段曲折的发展变迁过程，它一定程度上影响了我国农业劳动力转移、土地资源可持续利用和农村可持续发展。现行农地制度的某些缺陷又对我国农业劳动力转移形成了效率性、功能性、市场性制约。为此，我们应当立足于农地资源可持续利用的基本原则，构建农地财产权新框架，完善农村社会保障制度，培育起以农地承包权流转为主体的市场运行机制，有效地促进我国农业劳动力转移和农村经济可持续发展。     

Neural tube defects in the sample of genetic counselling

Objective This study was conducted to evaluate the major demographic details, diagnostical and clinical features, as well as the risk of recurrence of cases with the major types of neural tube defects (NTD). We also examined the efficiency of ultrasonography based on autopsy examinations during 26 years. Methods The investigations were made into the sample of 743 NTD diagnosed between 1 January 1976 and 31 December 2002. A computerized database was used to sum up the available information about the individual cases; in addition to surveying the couples' major demographic details, we also had the opportunity to collect detailed information about the history, diagnostics (ultrasound) and outcome of the pregnancies as well as the results of the autopsies during the investigation. Results In the 743 cases of NTD, maternal and paternal median ages turned out to be 23.7 years (±5.22 years) and 28.7 years (±5.81 years), respectively. The male:female ratio was 0.78. Comparable samples of anencephaly and spina bifida allowed for the conclusion that a positive genetic history was equally often found while a positive obstetrical history was almost twice as common in anencephaly. The sensitivity of the maternal serum-alpha fetoprotein (AFP) screening test is the highest in anencephaly and lowest in encephalocele. While the majority of cases of anencephaly were diagnosed before the 24th gestational week, examples of diagnosing spina bifida and encephalocele at a later time could also be found. Among the associated malformations other than those of the central nervous system special mentioning should be made of fetal pyelectasia, cleft palate as well as diaphragmatic herniation. No pathological karyotypes were found in association with encephalocele or spina bifida, but anencephaly was accompanied with trisomy 21 and trisomy 18 in one case each. Anencephaly was found to have the highest risk of recurrence in both nervous system malformations and malformations other than those of the nervous system. Sonography proved to be the most reliable method in cases of enecephalocele. Conclusion The respective median values of maternal and paternal age show that aetas has no role in the occurrence of NTDs. NTDs are more common among girls. Positive genetic, obstetrical and medical findings are of great importance in the incidence of NTDs. Although reliable to only a limited extent, maternal serum-AFP tests are considered to be useful and necessary in screening NTDs, while sonography is the gold standard method in recognizing these frequent malformations. The knowledge of the eventual associated malformations is mainly important in certain cases of spina bifida, which may also yield a good post-natal prognosis. Our data obtained from the sample of 26 years also confirm that the periconceptional administration of folic acid reduces the incidence and risk of recurrence of NTDs. Copyright © 2007 John Wiley & Sons, Ltd.     

Technical Procedures for CDM Project Design

The success of CDM depends on active participation of public and private entities. In particular, participation of wide range of private companies is an important factor for the success. In order to promote the participation of private companies in the CDM project activities as project participants, the authors clarify the steps and technical issues involved in the CDM project design procedures in a step-by-step approach. The steps consist of outlining the project plans, identifying project impacts, defining a project boundary, estimating GHG emissions reduction/enhancement of removals, documenting the results of estimation, and designing of monitoring plans. The authors also propose guidance for project participants, especially for those not familiar with the CDM, which provides plain explanation of major technical issues. In order to further develop a complete guideline, it is necessary to integrate the outputs of the ongoing international initiatives concerning technical issues of CDM into the stepwise approach proposed in this paper. This revised version was published online in August 2006 with corrections to the Cover Date.