密云库区1991～2011年水质变化趋势研究

运用多元统计方法分析密云库区1991~2011年17个指标3个监测点的水质时间变异特征.应用聚类分析划分年际尺度上的年际Ⅰ(1991~1993,1995年),年际Ⅱ(1994,1996~2000,2002~2006年),年际Ⅲ(2001,2007~2011年)和季节尺度上的非汛期(11~12月、1~4月),汛期(5-10月).基于此,运用判别分析阐释影响年际及季节水质变异的环境因素,最后运用因子分析识别不同年际段的污染来源和组成.密云水库21年间TP均值(0.03mg/L)略高于地表水Ⅱ类标准,TN均值(0.98mg/L)超过国家Ⅱ类标准的0.96倍,NO3--N是TN均值超标的主要原因,氮磷污染问题仍需要重点监测和治理;库区植物生长状况和密度不均等及人为排放的不固定性使得TP变异系数较大;NO3--N的较大变异系数体现在年际及季节变异性,非点源污染的控制(水土保持、化肥使用量减少、生活污水减少)和网箱养鱼的取消改善了库区21年水质,NO3--N浓度降低,其季节变异发生在特定季节;另外,年际尺度上,气候变化引起了库区T增加;酸性点源减少使p H升高;工业活动、化肥使用等人为影响的SO42-显著上升促进了碳酸盐岩溶解,使EC、Ca2+、Mg2+、SO42-、T-Hard、T-Alk浓度增加;内源污染减少致使BOD5浓度下降;季节尺度上,季节性气温变动促使非汛期T低于汛期;非汛期碳酸盐岩溶解使Mg2+浓度高于汛期.对比不同年际段的水体污染来源,点源-非点源复合污染转化为以非点源污染为主,21年间非汛期地下水补给过程中碳酸盐岩的溶解作用一直影响水体化学特性,汛期降水径流携带的污染物直接影响水质状况,氮素污染组成简化,以NO3--N为主.控制流域水土流失、畜禽养殖、化肥使用等非点源污染,增强水利流通性,及时清理底泥及沉积物,能够有效减少库区氮磷,有机物及离子污染.     

People,protected areas and ecosystem services: a qualitative and quantitative analysis of local people's perception and preferences in Côte d'Ivoire

The long‐term integrity of protected areas (PAs), and hence the maintenance of related ecosystem services (ES), are dependent on the support of local people. In the present study, local people's perceptions of ecosystem services from PAs and factors that govern local preferences for PAs are assessed. Fourteen study villages were randomly selected from three different protected forest areas and one control site along the southern coast of Côte d'Ivoire. Data was collected through a mixed‐method approach, including qualitative semi‐structured interviews and a household survey based on hypothetical choice scenarios. Local people's perceptions of ecosystem service provision was decrypted through qualitative content analysis, while the relation between people's preferences and potential factors that affect preferences were analyzed through multinomial models. This study shows that rural villagers do perceive a number of different ecosystem services as benefits from PAs in Côte d'Ivoire. The results based on quantitative data also suggest that local preferences for PAs and related ecosystem services are driven by PAs' management rules, age, and people's dependence on natural resources.     

香港特区电梯事故管理机制研究

香港特区是典型的经济发达地区,电梯安全管理水平达到世界先进。通过学习香港电梯安全管理和事故管理经验,研究电梯的安全条例、守则中电梯各相关方的职责、电梯事故的管理机制,分析香港特区电梯典型的事故技术调查报告和历年的事故统计数据,有利于加强内地与香港特区之间的技术和管理方面的深入交流,有助于给出进一步提升国家电梯安全和应急管理水平的有效措施和建议。     

A hybrid Wavelet-CNN-LSTM deep learning model for short-term urban water demand forecasting

● A novel deep learning framework for short-term water demand forecasting. ● Model prediction accuracy outperforms other traditional deep learning models. ● Wavelet multi-resolution analysis automatically extracts key water demand features. ● An analysis is performed to explain the improved mechanism of the proposed method. Short-term water demand forecasting provides guidance on real-time water allocation in the water supply network, which help water utilities reduce energy cost and avoid potential accidents. Although a variety of methods have been proposed to improve forecast accuracy, it is still difficult for statistical models to learn the periodic patterns due to the chaotic nature of the water demand data with high temporal resolution. To overcome this issue from the perspective of improving data predictability, we proposed a hybrid Wavelet-CNN-LSTM model, that combines time-frequency decomposition characteristics of Wavelet Multi-Resolution Analysis (MRA) and implement it into an advanced deep learning model, CNN-LSTM. Four models - ANN, Conv1D, LSTM, GRUN - are used to compare with Wavelet-CNN-LSTM, and the results show that Wavelet-CNN-LSTM outperforms the other models both in single-step and multi-steps prediction. Besides, further mechanistic analysis revealed that MRA produce significant effect on improving model accuracy.     

粤北某离子吸附型稀土矿山土壤和地表水重金属分布及风险评价

对粤北某离子吸附型稀土矿24个土壤样品中的As、Cd、Cr、Cu、Mn、Ni、Pb、Zn和Hg,以及15个地表水样品中的As、Cd、Cu、Hg、Mn、Pb和Zn进行了检测,并以多元统计分析与土壤潜在生态风险指数法、地表水健康风险评价模型相结合的方式,研究了重金属的分布特征及风险水平。结果表明:在土壤中,Mn、Zn、Cd和Pb的平均含量均超过了背景值;Mn、Cr、Ni、Cu、Cd和Zn在采区有较明显集聚,As、Pb和Hg的高含量分布相对均匀;Cr、Ni、Cu和Pb含量主要受区域背景影响,Zn、As、Cd和Hg含量与矿区人类活动关系密切,Mn含量受自然和人为因素共同控制;重金属造成的土壤潜在生态风险整体处于轻微水平,Ⅱ采区和Ⅶ采区生态风险较高;Cd和Hg是造成土壤生态危害的主要重金属元素。在地表水中,Mn的平均浓度超过了《地表水环境质量标准》(GB 3838-2002)规定的限值,其余重金属的含量均满足该标准中的Ⅲ类水质要求;重金属浓度在靠近采区及位于河流中下游的位置偏高;Mn、Cd、Pb、Zn和Cu浓度受稀土开采影响较大,As、Hg浓度主要受自然因素影响;重金属产生的健康总风险(9.39×10^-7~1.01×10^-6 a^-1)低于国际辐射防护委员会推荐的参考标准(5×10^-5 a^-1),但儿童通过饮水途径受到的健康风险(1.01×10^-6 a^-1)略超过部分机构的推荐限值;Cd和As是地表水中产生健康风险的主要重金属元素。综上,研究区重金属污染风险管理的主要对象是Cd和Mn。     

Accident in a French dynamite factory: An example of an organisational investigation

The 27th of March 2003, an explosion caused the death of four employees in a Nitrochimie pyrotechnic plant, at Billy Berclau, in the north of France. Following the accident, the ministry of Ecology and Sustainable Development appointed INERIS to perform an investigation. According to the terms of reference, the investigation would cover technical (origins of the explosion, extent of damages) as well as organisational issues, as defined by SEVESO II safety management system requirements. This paper has a threefold purpose. It intends first to illustrate with an empirical case the current trend in safety auditing and accident investigation, targeting organisational factors, alongside human factors. There are not so many published cases of accidents analysed with an organisational perspective. Secondly, it shows that it is possible to investigate organisational dimensions (through articulation of safety engineering, safety management and human and social sciences) within reasonable time frames and a reasonable amount of resources. By focusing on key actors and asking appropriate questions related to key dimensions, investigating organisational accidents might not necessarily imply spending much more resources than other steps such as damage assessment, chronological construction or identification of technical scenarios, although there are also some prerequisite conditions needed to achieve this. Finally this paper should be seen as a technical communication beyond the pyrotechnic industry.     

Effects of seismic intensity and socioeconomic status on injury and displacement after the 2007 Peru earthquake

Earthquakes are a major cause of displacement, particularly in developing countries. Models of injury and displacement can be applied to assist governments and aid organisations in effectively targeting preparedness and relief efforts. A stratified cluster survey was conducted in January 2008 to evaluate risk factors for injury and displacement following the 15 August 2007 earthquake in southern Peru. In statistical modelling, seismic intensity, distance to rupture, living conditions, and educational attainment collectively explained 54.9 per cent of the variability in displacement rates across clusters. Living conditions was a particularly significant predictor of injury and displacement, indicating a strong relationship between risk and socioeconomic status. Contrary to expectations, urban, periurban, and rural clusters did not exhibit significantly different injury and displacement rates. Proxies of socioeconomic status, particularly the living conditions index score, proved relevant in explaining displacement, likely due to unmeasured aspects of housing construction practices and building materials.     

2004—2008年我国隧道施工事故统计分析

为了解我国隧道施工事故的发生规律,采用柱状图和事故发生趋势图等方法对2004—2008年隧道施工事故进行统计与分析,获得了事故次数与死亡人数的年度分布和发展趋势、不同事故类型发生事故次数、事故类型占总事故数百分比、地区分布、事故等级分布等统计特征。找出2004—2008年隧道施工事故的发生规律:事故次数和死亡人数均呈下降趋势;事故类型以坍塌、物体打击、透水、冒顶片帮为主,其中坍塌是隧道施工过程中的第一要害;事故主要集中在中西部地区,东部地区则很少;多数事故为较大事故,发生重大和特别重大事故较少,但多为恶性事故。同时根据隧道施工事故发生规律,提出隧道施工安全管理的对策与建议。     

Fisher判别法在煤与瓦斯突出危险程度预测中的应用

为了提高煤与瓦斯突出的预测精度,根据煤与瓦斯突出的综合作用假说,选取开采深度、瓦斯压力、瓦斯放散初速度、煤的普氏系数以及煤体破坏类型作为判别指标。利用国内典型突出矿井20个实测数据作为训练样本,建立煤与瓦斯突出危险程度预测的Fisher判别分析模型,并应用于其他待判样本的预测。结果表明:Fisher判别分析模型能够反映多因素对煤与瓦斯突出的影响,分类性能良好,误判率低,借助SPSS软件实现,具有计算简单的特点,是煤与瓦斯突出预测的一种有效方法。     

应用多元统计分析理论预测城市大气污染

本文分析研究地区31个环境,单元中4个环境因子与5个大气污染指标的相关性.通过对聚类中各因子最佳分割点的确定,对各子聚类的合并判断以及对各指标的判别筛选,探索大气污染的发生、发展与环境中诸因子存在状态的定量关系,从而实现对该区大气污染状况的定量化预测.