基于距离相关系数和支持向量机回归的PM2.5浓度滚动统计预报方案

针对目前空气质量统计预报方法存在的主要缺陷,本文提出了距离相关系数和支持向量机回归相结合的统计预报方案DC-SVR.利用淮安市2013年1—12月PM_(2.5)观测资料和常规气象观测资料,首先在选入预报当日气象要素的基础上,增加选取前期污染物和气象要素作为预报因子,再采用距离相关系数分季节从预报因子中筛选出重要预报因子,最后采用支持向量机回归对PM_(2.5)浓度值进行逐日滚动统计预报.研究发现,淮安地区气温和气压对PM_(2.5)的距离相关性要高于其他气象要素,夏秋季PM_(2.5)与气象要素的距离相关性较春冬季好.基于距离相关系数和支持向量机回归建立DC-SVR模型,PM_(2.5)的试预报值和实测值的全年相关系数高达0.76,平均偏差仅为1.13μg·m~(-3),平均绝对误差为23.47μg·m~(-3).通过与支持向量机回归、人工神经网络的统计预报效果对比,DC-SVR模型有效降低预报因子维数且能自适应选取最佳参数,预报精度显著优于其他3种统计预报方案,可为业务化预报提供参考.     

供水管网铁释放的影响因素相对重要性分析

供水管网的铁释放问题近年来日益受到关注.影响供水管网铁释放的因素众多,本研究选取了pH、溶解氧(DO)、碱度(Alk)、硬度、氯离子(Cl~-)、硫酸根(SO_4~(2-))、温度(T)和水力停留时间(HRT)这8个影响因素,利用逐步回归和偏相关分析,建立了铁释放的非线性幂指数模型,并用标准化回归系数和偏相关系数比较了这些因素的相对重要性.结果表明,铁释放模型拟合效果良好;用标准化回归系数衡量影响因素相对重要性时,SO_4~(2-)、HRT、Cl~-和T是相对重要的因素,相对重要性排序为SO_4~(2-)≈HRTCl~-T;用偏相关系数衡量时,HRT、SO_4~(2-)、Alk、Cl~-和T是相对重要的因素,排序为HRTSO_4~(2-)AlkCl~-T.综合两种系数的分析结果,HRT、SO_4~(2-)和Cl~-是本研究条件下相对重要的因素,T和Alk的相对重要性视实际情况变动.     

有机氮替代比例对冬小麦/夏玉米轮作体系作物产量及N2O排放的影响

控制农业温室气体排放(如N_2O)是减缓全球气候变暖的一个重要措施.本研究通过动态监测小麦-玉米轮作体系N_2O排放通量,探究不施任何肥料(对照,CK)、单施氮磷钾化肥(NPK)、75%NPK+25%(有机氮M)(25%M)、50%NPK+50%M(50%M)、25%NPK+75%M(75%M)以及100%M,即不同有机氮替代比例对陕西关中塿土冬小麦/夏玉米轮作体系N_2O排放及作物产量的影响.结果表明,各处理N_2O排放通量在施肥、降雨或灌水后出现排放峰值.在小麦季各处理变化幅度为-1.33~144.2μg·(m~2·h)~(-1),其中NPK处理峰值最高.玉米季各处理变化幅度为88.2~1 800.1μg·(m~2·h)~(-1),50%M处理峰值最高.小麦/玉米一个轮作年不同处理N_2O排放总量为429.8~2 632.1 g·hm~(-2),且50%M25%MNPK75%M100%MCK.无论小麦、玉米还是一个轮作年总产量,施肥处理产量均显著高于对照.小麦季,施用有机肥的处理小麦产量均显著高于单施化肥处理,增幅达26.1%~50.0%.玉米季,50%M和75%M处理产量与NPK相似,而25%M和100%M处理玉米产量显著低于NPK处理.小麦/玉米轮作总产量变幅为9 166~17 496 kg·hm~(-2),其中50%M和75%M处理显著高于NPK处理,25%M和100%M处理与NPK处理无显著差异.综合考虑塿土小麦/玉米轮作体系有机氮替代化肥氮75%最好,可以保证作物产量、实现N_2O减排.     

Plant/soil concentration ratios for paired field and garden crops, with emphasis on iodine and the role of soil adhesion

In the effort to predict the risks associated with contaminated soils, considerable reliance is placed on plant/soil concentration ratio (CR) values measured at sites other than the contaminated site. This inevitably results in the need to extrapolate among the many soil and plant types. There are few studies that compare CR among plant types that encompass both field and garden crops. Here, CRs for 40 elements were measured for 25 crops from farm and garden sites chosen so the grain crops were in close proximity to the gardens. Special emphasis was placed on iodine (I) because data for this element are sparse. For many elements, there were consistent trends among CRs for the various crop types, with leafy crops > root crops ≥ fruit crops ≈ seed crops. Exceptions included CR values for As, K, Se and Zn which were highest in the seed crops. The correlation of CRs from one plant type to another was evident only when there was a wide range in soil concentrations. In comparing CRs between crop types, it became apparent that the relationships differed for the rare earth elements (REE), which also had very low CR values. The CRs for root and leafy crops of REE converged to a minimum value. This was attributed to soil adhesion, despite the samples being washed, and the average soil adhesion for root crops was 500 mg soil kg⁻¹ dry plant and for leafy crops was 5 g kg⁻¹. Across elements, the log CR was negatively correlated with log Kd (the soil solid/liquid partition coefficient), as expected. Although, this correlation is expected, measures of correlation coefficients suitable for stochastic risk assessment are not frequently reported. The results suggest that r ≈ −0.7 would be appropriate for risk assessment.     

中国省际间农村居民收入结构和收入差距分析

在计算基尼系数的基础上,文章得出了改革开放以来中国省际间农村居民收入差距不断扩大的趋势,收入基尼系数从1981年的0.095一直上升到了2003年的0.181,直到近年来,收入差距才开始略有缩小。文章从收入结构的视角研究了省际间农村居民收入差距产生的原因。首先利用1983-2008年较长时期的数据分析了农村居民收入结构的变化,发现从总体上而言,中国各地区农村居民的收入结构均表现出了农业收入比重减少,非农收入比重增加的明显趋势;然后运用基尼系数的分解方法实证分析了不同收入来源对于收入差距的影响,研究发现,工资性收入是差距促增的,是目前中国省际间农村居民收入差距扩大最重要的原因,而家庭经营性收入者起着差距促减的作用,转移性收入和财产性收入的不平等程度较高,但是由于其在总收入中的比例不高,对总的收入差距影响较小。最后,文章提出了缩小省际间农村居民收入差距的政策建议。     

Developing Mechanism of Rubber-tea-chicken Agro-forestry Model in Tropical Area of China

As a typical tropical agro-forestry ecosystem in Wenchang,Hainan Province,China,rational mechanisms of the rubber-tea-chicken eco-agricultural model were studied with the Solow technological level index,stability indicator,harmonizing coefficient,grey correlation coefficient and production dominance.This study focused on rational hierarchical structure,the limiting factors and optimal strategies of the model development based on model structure,resource conditions and external market demands.Results showed that rational mechanism of the rubber-tea-chicken ecosystem model mainly included technological contributions,leverage function of dominance component(livestock husbandry),stability of the model structure and harmony of its components,the model dominant product’s market demand and government’s supporting policies.The contributions of fund,technology,information and talent resources played an important role in improving sustainability and productivity of the agro-forestry model.     

实验室率定法测算长江南通段污染物降解系数

污染物降解系数是确定水环境容量的关键参数之一,本文采用实验室率定法,采集长江南通段的水样,分别于6℃、10℃、16℃、20℃室温下,在实验室内进行周期为20天的室内水质分析,根据室内水质分析结果,测算出不同温度下长江南通段"十二五"减排的约束性指标化学需氧量、氨氮的降解系数,并定性分析了长江水体中污染物本底浓度、可生化性、pH值等环境因子对污染物降解系数可能发生的影响。     

灰霾污染和清洁过程中污染物垂直结构特征

针对无锡地区2013年11月6—13日经历的灰霾污染和清洁过程,采用地基遥感激光雷达对空气中的气溶胶颗粒物垂直分布进行垂直探测,发现污染时段气溶胶颗粒物主要积聚在1.8 km以下,消光系数的日均值统计表明,从近地面至高空1.5 km,颗粒物产生的峰值消光系数稳定在0.2 km~(-1);而清洁时段,由于垂直扩散条件改善,颗粒物随高度增加明显减少,1.5 km处的消光系数不足0.05 km~(-1)。同时发现污染时段中,近地面PM_(10)、PM_(2.5)、碳黑(BC)的平均浓度分别是清洁时段的2.48、2.76、3.66倍;大气氧化剂(O3和NO_x的总和)平均值水平是清洁时段的1.73倍。气象条件分析发现,锋面的移动使大气水平、垂直对流运动加剧,污染物得以迅速扩散,空气质量转好,这也是此次污染清除的主要原因。     

河北省祖山风景区崩塌灾害特征与防治对策研究

以祖山为例,阐述了崩塌地质灾害的机理、特征和现状,并利用传递系数法对崩塌稳定性进行了计算和评价,采用削方卸载、修建抗崩塌挡土墙、构筑排水沟与格构等工程设施的防治对策及工程措施,取得了预期的效果。