城市污水处理厂工艺方案选择的辅助决策模型

针对目前城市污水处理厂工艺方案选择中存在着较大的主观随意性和不确定性,以及多指标、多层次的特点,将层次分析法与灰色关联分析相结合,提出了工艺方案选择的多层次模糊灰色耦合模型,用于实际方案选择的辅助决策工具。并运用该模型进行了实例研究。     

Assigning trend-based conservation status despite high uncertainty

Estimates of temporal trends in species’ occupancy are essential for conservation policy and planning, but limitations to the data and models often result in very high trend uncertainty. A critical source of uncertainty that degrades scientific credibility is that caused by disagreement among studies or models. Modelers are aware of this uncertainty but usually only partially estimate it and communicate it to decision makers. At the same time, there is growing awareness that full disclosure of uncertainty is critical for effective translation of science into policies and plans. But what are the most effective approaches to estimating uncertainty and communicating uncertainty to decision makers? We explored how alternative approaches to estimating and communicating uncertainty of species trends could affect decisions concerning conservation status of freshwater fishes. We used ensemble models to propagate trend uncertainty within and among models and communicated this uncertainty with categorical distributions of trend direction and magnitude. All approaches were designed to fit an established decision-making system used to assign species conservation status by the New Zealand government. Our results showed how approaches that failed to fully disclose uncertainty, while simplifying the information presented, could hamper species conservation or lead to ineffective decisions. We recommend an approach that was recently used effectively to communicate trend uncertainty to a panel responsible for setting the conservation status of New Zealand's freshwater fishes.     

基于国际经验的环境和健康风险管理框架的构建(International-Based Development of Risk Management Framework for Environmental and Human Health Risks)

通过对欧洲国家及澳大利亚、新西兰所使用的风险评价与风险管理方法的全面回顾和综合分析,探讨了各种不同方法的异同及利弊,辨识了环境和人类健康风险的有效、通用和综合方法中所遵循的决策清单.根据先进国家的经验,提出了构建中国环境风险管理的标准、结构及流程,以期为我国环境风险管理提供决策支持.     

考虑提示学习的洪涝灾害应急决策自动问答模型研究

为提高洪涝灾害应急处置时效性和科学性,构建洪涝灾害应急决策自动问答系统模型,以提高应急指挥团队的决策效率,在分析洪涝灾害应急决策逻辑基础上,以摘要式问答为任务框架,收集整理包含洪涝灾害应急情景和应急决策的摘要式问答对数据集,建立可用于问答生成的GPT2预训练语言模型,并引入提示学习(Prompt-learning),通过自动创建连续型前缀提示(Prompt),优化少量连续参数,缓解问答对数据较少带来的过拟合风险,利用人工评估和自动评估2种方法验证模型的有效性。研究结果表明：通过GPT2与提示学习相结合建立的自动问答模型,可根据洪涝灾害情景生成语言质量良好及决策信息丰富的答案,有利于提高洪涝灾害应急处置中的科学决策能力。     

地震系统基层领导者如何做好有效决策之探讨

通过对重庆市黔江区小南海古地震遗址的保护的申报立项和综合开发问题的决策过程 ,从理论和实践两个方面论述了领导者应如何作出有效决策。主要是深入调查研究 ,找出关键问题 ;组织和依靠专家评审 ,选择最佳方案 ;合理冒险与避险 ,作出大胆决策。     

Guidance to improve the effectiveness of process safety management systems in operating facilities

The Process Safety Management (PSM) systems at the operating facilities in the Oil & Gas and in Chemical manufacturing industries have matured over the years and have become, at most facilities, very robust and sophisticated. These programs are administrated by Process Safety (PS) teams at both the corporate business units and plant levels and have been effective in reducing the number and severity of PS events across the industries over the past 25 years or so. Incidents however are occurring at a regular interval and in recent times several noteworthy PS events have occurred in the United States which have brought into question the effectiveness of the PSM programs at play. These facilities have been applying their PSM programs with the expectation that the number and severity of PS events would decrease over time. The expected result has not been realized, especially in context to those facilities that have undergone the recent incidents. Current paper reviews a few publicly available PS performance reports of Oil & Gas and Chemical manufacturing industries. The authors identified a few factors at play that have led to these PS events based on their experience, literature review, and incident investigation reports. Most of the factors are intertwined with multiple PSM elements and it requires a holistic approach to address them. Each of the factors is described and the path forward is proposed to improve the effectiveness of PSM programs.     

基于地理设计的智慧国土空间规划框架构建——以县级国土空间总体规划为例

县级规划是中国“五级三类”国土空间规划体系的重要落实单元。面向智慧国土空间规划的要求,借鉴经典地理设计（Geodesign）框架并拓展方法与技术体系研究,构建Geodesign国土空间规划框架,重点对框架下县级国土空间总体规划的编制流程、关键问题、主要任务及方法与技术支撑进行分析。模型是框架的核心。“评价模型”践行“生态文明”理念,开展国土空间生态风险评价;“变化模型”以“智能决策”为目标,融合多目标规划与人工智能算法,衔接指标约束与空间管制;“影响模型”落实“以人为本”理念,提出公众参与规划的思路与方法。Geodesign国土空间规划框架需要传统方法、技术与大数据、互联网、人工智能、决策支持系统等新兴技术的融合与共同支撑。本文拓展了智慧国土空间规划方法论研究,贡献了生态化、智能化、人本化规划理念的实现路径。     

Multicriteria Relocation Analysis of an Off-site Radioactive Monitoring Network for a Nuclear Power Plant

Due to increasing environmental consciousness in most countries, every utility that owns a commercial nuclear power plant has been required to have both an on-site and off-site emergency response plan since the 1980s. A radiation monitoring network, viewed as part of the emergency response plan, can provide information regarding the radiation dosage emitted from a nuclear power plant in a regular operational period and/or abnormal measurements in an emergency event. Such monitoring information might help field operators and decision-makers to provide accurate responses or make decisions to protect the public health and safety. This study aims to conduct an integrated simulation and optimization analysis looking for the relocation strategy of a long-term regular off-site monitoring network at a nuclear power plant. The planning goal is to downsize the current monitoring network but maintain its monitoring capacity as much as possible. The monitoring sensors considered in this study include the thermoluminescence dosimetry (TLD) and air sampling system (AP) simultaneously. It is designed for detecting the radionuclide accumulative concentration, the frequency of violation, and the possible population affected by a long-term impact in the surrounding area regularly while it can also be used in an accidental release event. With the aid of the calibrated Industrial Source Complex–Plume Rise Model Enhancements (ISC-PRIME) simulation model to track down the possible radionuclide diffusion, dispersion, transport, and transformation process in the atmospheric environment, a multiobjective evaluation process can be applied to achieve the screening of monitoring stations for the nuclear power plant located at Hengchun Peninsula, South Taiwan. To account for multiple objectives, this study calculated preference weights to linearly combine objective functions leading to decision-making with exposure assessment in an optimization context. Final suggestions should be useful for narrowing the set of scenarios that decision-makers need to consider in this relocation process.     

An Evaluation of the Influence of Natural Science in Regional-Scale Restoration Projects

Regional-scale restoration is a tool of growing importance in environmental management, and the number, scope, and complexity of restoration programs is increasing. Although the importance of natural science to the success of such projects generally is recognized, the actual use of natural science in these programs rarely has been evaluated. We used techniques of program evaluation to examine the use of natural science in six American and three Western European regional-scale restoration programs. Our results suggest that ensuring the technical rigor and directed application of the science is important to program development and delivery. However, the influence of science may be constrained if strategies for its integration into the broader program are lacking. Consequently, the influence of natural science in restoration programs is greatest when formal mechanisms exist for incorporating science into programs, for example, via a framework for integration of science and policy. Our evaluation proposes a model that can be used to enhance the influence of natural science in regional-scale restoration programs in the United States and elsewhere.     

三工河流域油料作物的农户种植意愿影响因素分析——基于Logistic模型和240户农户微观调查数据

论文以新疆三工河流域27个行政村(连队)240户农户的调查数据为基础,通过建立农户种植油料作物意愿和各自变量的Logistic回归计量模型,从家庭特征因素、 资源禀赋因素、 家庭经济因素和其他因素四大方面分析了农户对油料作物种植意愿的影响因素。研究表明:家庭总人口、 对农业技术服务的态度与农户的种植意愿呈正相关关系,且对农业技术服务的态度标准化系数更大,影响更显著;常年从事农业劳动人数、 户主文化水平和地块位置与之呈反相关关系,且户主文化水平的标准化系数更大,影响更显著。但是反映土地投入、 种地收入以及人均收入没有通过检验,不能得出这几个变量与农户种植油料作物意愿之间的关系。文章最后探讨了兵地差异对农户种植意愿的影响及研究展望。