长江三角洲平原南部上新世以来古环境演变及多重地层划分

对长江三角洲平原BZK01钻孔进行沉积物¹⁴C测年、粒度、磁学、孢粉和微体古生物分析,结合伽玛测井、岩性地层讨论了上新世以来钻孔揭示的孢粉组合、沉积环境演化、沉积相和古气候特征,建立了钻孔的第四纪多重地层划分对比框架。结果表明,受原始地形地貌、海平面变化、海陆变迁、古气候冷暖更替及新构造运动的影响,研究区上新世以来经历了多次环境变化。钻孔自下而上揭示岩性地层依次为基岩长河组、新近纪-第四纪沉积的嘉兴组、前港组、东浦组、宁波组、镇海组,孢粉组合可划分出16个孢粉带,按暖期温暖潮湿-冷期寒冷干燥古气候旋回变化的周期律,BZK01钻孔反映该区域共存在7个古气候旋回。建立的钻孔多重地层划分对比揭示151.9～278.0 m为河流相和河湖相交替沉积的上新世-早更新世时期,存在两个气候旋回过程;83.5～151.9 m为河流相-河湖相-浅湖相沉积环境的中更新世,包含两个气候旋回过程;15.4～83.5 m为晚更新世,沉积环境自下而上为河口相-河湖相-潮坪相-滨海相-河湖相,与王店海侵-杭州海侵时期对应,包括两个气候旋回;0～15.4 m为河口相-河湖相-泻湖相沉积环境的全新世,对应富阳海侵,包括一个气候旋回。     

Joint operation rules considering the uncertainty of energy available for multiple cascaded hydropower system

Multi-reservoir operation rules have been widely used in practice operation. The operation rules are often derived from historical or simulated run-off information through implicit stochastic optimization or parameterization-simulation-optimization. The output decisions of operation rules are usually obtained without considering inflow forecasting or using perfect runoff forecast information, which is hardly implemented in practical applications. This paper proposes robust joint operation rules for multiple cascaded reservoirs considering the uncertainty of energy available. The rule parameters are optimized using multi-step genetic algorithm for minimum-power maximization. A case study for a three-cascaded-reservoirs system shows that, compared with deterministic joint operation rules, the accuracy of energy available estimation of joint operation rules is increased by 2.3%, considering inflow uncertainty. The simulated minimum-power decision of joint operation rules considering the uncertainty of energy available is 40.4% higher than that of determinate joint operation rules. Results indicate that there is a possibility of obtaining greater and more effective power decisions through the joint operation rules considering the uncertainty of available energy.     

多元线性回归-分光光度法测定电镀排放废水中重金属

采用多元线性回归-分光光度法进行电镀排放废水中Cr³⁺、Ni²⁺、Zn²⁺的同时测定研究。以4-(2-吡啶偶氮)间苯二酚(PAR)为显色剂,探索了同时测定模拟电镀废水中Cr³⁺、Ni²⁺、Zn²⁺的实验方法,建立多元线性回归模型。根据实际电镀排放废水中Cr³⁺、Ni²⁺、Zn²⁺的质量浓度分布调查结果,设计了测定较低和较高浓度范围2种模型,分别对应不同水质波动程度的电镀企业废水,前者浓度范围设置基本覆盖大多数实际电镀排放废水中Cr³⁺、Ni²⁺、Zn²⁺的浓度,且具有较高精度。测定浓度范围较小模型对应水质波动较小的电镀排放废水,模型中Cr³⁺、Ni²⁺、Zn²⁺的质量浓度分别为0.32～0.44、0.32～0.50、0.72～0.84 mg/L,平均相对误差MR...     

化学品厌氧生物降解QSBR预测模型研究

收集了155种有机化学品厌氧生物降解数据,以随机抽取的109种物质作为训练集,另外46种物质作为验证集,通过结构式拆分得到各基团,分别采用多元线性回归和BP人工神经网络2种算法对有机化合物结构与生物降解性定量关系(QSBR)进行研究。结果表明,多元线性回归模型验证集正确率为78.26%,总正确率为84.52%;BP人工神经网络模型验证集正确率为82.61%,总正确率为90.32%。可见,BP人工神经网络算法相对优于多元线性回归算法。     

Two (or three) is not equal to one: Multiple jobholding as a neglected topic in organizational research

The objective of this Incubator is to stimulate research in the area of multiple jobholding (MJH), a long‐neglected topic in organizational behavior. We first discuss the prevalence of, and motivation for, MJH and then discuss possible dangers and benefits of MJH. Throughout, we discuss ideas for future research. Copyright © 2014 John Wiley & Sons, Ltd.     

卫星遥感监测近地表细颗粒物多元回归方法研究

对地基监测PM2.5和气象数据、MODISAOD卫星数据与NCEP FNL数据进行了处理分析,在与一元简单线性模型(模型1)进行对比的基础上,建立了适应于北京及其附近地区遥感监测近地面颗粒物(PM2.5)浓度的多元线性(模型2)和非线性(模型3)回归模型,并对模型进行了评价验证和遥感监测初步应用.结果表明:模型1,2,3分别能够解释PM2.5 32.5%,56.1%,62.7%的变异.反演的PM2.5浓度与站点监测值相关性分别为0.5488(R2=0.3012), 0.7449(R2=0.5549), 0.7431(R2=0.5523).对于站点监测PM2.5浓度63.1652μg/m3的均值,反演均方根误差RMSE分别为43.5562, 35.3321, 36.8450μg/m3.模型2和3中气象因子分别能够解释PM2.5 23.6%和12.6%的变异,说明了气象因子影响北京地区春季PM2.5-AOD关系的显著性.3种模型整体上都不同程度地存在着低值高估和高值低估的现象.     

Global gains at local costs: Imposing protected areas: evidence from central India

With the ever-increasing understanding about the Earth as a living network of interdependent ecosystems, there seems to be a growing consensus that the whole planet is a global common. This feeling, however, is not bereft of severe complications arising from conflicting interests of different nations placed at varying levels of development. While developed countries are more concerned about environmental quality which is a global public good, less developed countries can hardly afford to make land use decisions that keep such wider futuristic concerns in mind while they are presently struggling with very basic problems of poverty and starvation. The actors at the global level prescribe, monitor, and enforce the global level collective choice through persuasive, and at times coercive, methods. At the national level, various legal provisions in the form of legislation reflect the collective choice at that level through creation of protected areas devoid of humans. A simple fact is overlooked, that it is impossible to achieve conservation goals without making local people equal participants in decisionmaking and benefit sharing.     

企业文化与企业安全文化建设水平互动效应研究

为提高企业安全文化建设水平,基于人类协同国际环形和企业安全文化建设水平评价指标设计调查问卷,以赛轮金宇股份有限公司为研究对象,对其企业文化和企业安全文化建设水平进行相关性分析和多元逐步回归分析,探索二者的互动效应,从企业文化角度发掘安全文化建设重点。结果表明,自我实现文化、亲和文化、传统文化、成就文化与企业安全文化建设水平高度正相关,逃避文化则呈现高度负相关,其相关系数（绝对值）均在0.9以上;同时,多元逐步回归分析中,以上5个文化规则均进入回归方程,其标准化回归系数β分别为:0.395、0.182、0.169、0.129、-0.145。因此,这5种文化规则对企业安全文化建设水平具有很高的预测力,是企业安全文化建设的重点所在。     

有机过氧化物反应热的危险性预测研究

为了采用非实验的方法对安全物质学的研究内容及研究方法进行初探,基于定量结构-性质关系法,选择13种与有机过氧化物热危险性的影响因子密切相关的描述符,分别对起始分解温度T0和分解热△H的实验数据进行多元线性回归、偏最小二乘和支持向量机回归分析,从而获得3种相应的预测模型。对比T0与△H的实验值和预测值,结果发现:SVM预测模型的精度高于PLS预测模型,MLR预测模型的精度最低;同种预测模型对分解热的预测结果均优于起始分解温度。此外,分析各预测模型的稳定性数据发现:MLR模型的预测过程发生了过拟合现象,不具备预测能力;PLS模型的交互验证系数均大于0.5,具备较稳定的预测能力;SVM模型的交互验证系数均大于0.9,具备非常稳定的预测能力。     

基于优化参数的陕西省气温、降水栅格化方法分析

基于统计、地统计基本原理,运用传统插值法、地统计插值法、多元回归法和模拟气象站点法4 大类11 种方法,对陕西省2003-2012 年平均气温、降水量数据进行栅格化。结果表明:① 多元回归法和模拟气象站点法均能大幅提高气温数据的估测准确度,且多元回归法对气温的表示更加精细,其中以“回归+残差IDW(Inverse Distance Weighting)”法精度最高,MAE、RMSE、R²分别为0.498、0.775 和0.954 8;② OK(Ordinary Kriging)法对降水数据的估测准确度最高,MAE、RMSE、R²为46.934、69.251 和0.947 8;③ 气温、降水栅格化方法具有明显的区域性,不存在绝对普适的最优方法,应根据数据类型、地域特征对原始数据进行探索性分析,从而获得区域最适合的栅格化方法;④ 陕西2003-2012 年多年平均气温为10.925 ℃,标准差2.221 ℃,气温随纬度、海拔的增加而降低,具有鲜明的纬度和垂直地带性;平均降水量为664.446 mm,标准差213.226 mm,降水呈现由南向北逐渐递减的趋势,纬度地带性较强。