基于GIS的海洋底栖生物栖息密度空间插值方法

在地理信息系统即GIS的支持下,分别采用反距离加权(inverse distance weighted,IDW)、普通克里格(ordinary krig-ing,OK)、规则样条(regularize spline,RS)和张力样条(tension spline,TS)4种插值方法对2006年7月获得的大连湾底栖生物栖息密度的数据进行空间插值处理,并对插值结果的精确度进行交叉验证,分析和比较不同插值方法获得的分布图。结果表明,插值精确度普通克里格>反距离加权>张力样条>规则样条;4种方法均能较客观的模拟出底栖生物栖息密度的分布趋势,但是在整体趋势和局部趋势两方面的综合考虑下,普通克里格的表现效果更好。文章进一步指出,在确定站位数量及分布前提下,插值结果的精确度可以通过选择空间插值方法得以改善,但其根本还是取决于站位布置的数量和其分布合理性。     

上海城市样带土壤重金属空间变异特征及污染评价

为揭示城市化、工业化等人为活动对土壤环境质量的影响,选择能反映上海城郊乡梯度差异的城市样带,采用地统计学方法对表层土壤样品Cu、Zn、Pb、Cr、Mn共5种重金属的空间变异结构和分布格局进行了分析,并利用单因子指数法和内梅罗综合指数法评价了土壤重金属的污染程度.结果表明:土壤样品Cu、Pb、Zn、Cr、Mn这5种重金属平均含量分别为27.80、28.86、99.36、87.72、556.97 mg.kg-1.表层土壤Cu、Cr、Mn、Pb、Zn均属中等变异,Mn、Cr呈正态分布,Cu、Pb、Zn呈对数正态分布;半方差函数模型拟合结果显示Cu、Pb、Zn、Cr符合线状模型,Mn符合指数模型.通过泛克里格插值得到城市样带表层土壤重金属含量空间分布图,发现Cu呈条带状,Cr、Mn呈岛状,Pb、Zn呈条带和岛状分布相结合的特点.土壤污染评价结果说明土壤Cr、Zn、Pb污染相对严重.土壤Cr、Zn、Pb、Mn和Cu之间呈显著相关,土壤重金属之间表现为复合污染.土壤重金属污染城郊乡梯度差异明显,工业化、城市化与城市土壤重金属空间分布密切相关.     

祁连山高山草甸土壤CO2通量的时空变化及其影响分析

采用Li-6400便携式光合作用测量系统连接Li-6400-09土壤呼吸室,在2004年生长季节对祁连山高山草甸土壤CO₂通量沿海拔梯度进行了野外定位试验,统计分析了水热因子及根系生物量对高山草甸土壤CO₂通量特征的可能影响.结果表明,土壤CO₂通量存在明显的空间变化规律, 沿海拔梯度土壤CO₂通量随着海拔梯度的增加而逐渐减小,其变异系数逐渐增加;就日变化而言,土壤CO₂通量晚间维持在较低水平,02：00～06：00最低,在07：00～08：30开始升高,11：00～16：00达到峰值,16：00～18：30开始下降,整个过程呈单峰曲线.土壤CO₂通量的日平均值介于(0.56±0.32) ～ (2.53±0.76) μmol·(m²·s)^-1.从季节变化来看,土壤CO₂通量均以夏秋季较高,春冬季排放量较低,7～8月份达到最大值［4.736 μmol·(m²·s)^-1］,6月与9月份次之,5月与10月份基本一致,整个生长过程总的变化趋势呈单峰曲线形式.高山草甸土壤CO₂通量在植物生长季与10 cm土壤温度、土壤含水量、根系生物量都存在不同程度的正相关关系,表明高山草甸土壤CO₂通量的空间变异主要受温度、水分和植物根系的综合影响.     

Spatial variability of organochlorine pesticides （DDTs and HCHs） in surface soils from the alluvial region of Beijing, China

The spatial variability in the concentrations of 1,2,3,4,5,6-hexachlorocyclohexane (HCH) and 1,1,1-trichloro-2,2-bis-(p-chlorophenyl) ethane (DDT) in surface soils was studied on the basis of the analysis of 131 soil samples collected from the surface layer (0-20 cm depth) of the alluvial region of Beijing, China. The concentrations of total HCHs (including α-, β-, γ-, and δ-isomers) and total DDTs (i ncluding p,p'-DDT, p,p'-DDD, p,p'-DDE, and o,p'-DDT) in the surface soils tested were in the range from nondetectable to 31.72 μg/kg dry soil, with a mean value of 0.91, and from nondetectable to 5910.83 μg/kg dry soil, with a mean value of 32.13,respectively. It was observed that concentrations of HCHs in all soil samples and concentrations of DDTs in 112 soil samples were much lower than the first grade (50 μg/kg) permitted in "Environment quality standard for soils in China (GB15618-1995)". This suggests that the pollution due to organochlorine pesticides was generally not significant in the farmland soils in the Beijing alluvial region. In this study, the spatial distribution and trend of HCHs and DDTs were analyzed using Geostatistical Analyst and GS (513).Spatial distribution indicated how these pesticides had been applied in the past. Trend analysis showed that the concentrations of HCHs,DDTs, and their related metabolites followed an obvious distribution trend in the surface soils from the alluvial region of Beijing.     

长三角典型区土壤重金属有效态的协同区域化分析、空间相关分析与空间主成分分析

以昆山市为典型区,采集了126个表层土壤样品,通过多元统计学、地统计学与GIS技术相结合,采用基于协同区域化理论的因子克立格法探讨了长三角多个土壤重金属有效态的区域分异,并在剖析不同空间尺度有效态重金属的空间结构特征基础上,应用空间相关分析和空间主成分分析来揭示引起这种分布格局的成因和污染来源,结果表明,昆山土壤有效态重金属服从正态或对数正态分布,变异系数较大,有效态Cd污染最重.重金属有效态在空间上可划分为块金尺度、小空间尺度（15 km左右）和大空间尺度（40 km左右）,它可用3个尺度的实验（交叉）变异函数的协同区域化模型线性拟合.空间相关分析中,Cd和Zn在3个尺度中的相关性均极显著,且元素在小尺度和大尺度的相关性比块金尺度更强,大尺度的负相关特征较其它尺度明显.空间主成分分析表明,不同尺度的空间污染来源不同.重金属有效态第一、二主成分的空间分布格局结果表明重金属有效态含量与工业活动、污水灌溉和土壤性质密切相关.     

Characterizing ionic species in PM2:5 and PM10 in four Pearl River Delta cities, South China

PM_(2.5)and PM_(10)samples were collected at four major cities in the Pearl River Delta(PRD),South China,during winter and summer in 2002.Six water-soluble ions,Na~ ,NH_4~ ,K~ ,Cl~-,NO_3~- and SO_4~(2-)were measured using ion chromatography.On average,ionic species accounted for 53.3% and 40.5% for PM_(2.5)and PM_(10),respectively in winter and 39.4% and 35.2%,respectively in summer. Secondary ions such as sulfate,nitrate and ammonium accounted for the major part of the total ionic species.Sulfate was the most abundant species followed by nitrate.Overall,a regional pollution tendency was shown that there were higher concentrations of sulfate, nitrate and ammonium in Guangzhou City than those in the other PRD cities.Significant seasonal variations were also observed with higher levels of species in winter but lower in summer.The Asian monsoon system was favorable for removal and diffusion of air pollutants in PRD in summer while highly loading of local industrial emissions tended to deteriorate the air quality as well.NO_3~-/SO_4~(2-) ratio indicated that mobile sources have considerably contribution to the urban aerosol,and stationary sources should not be neglected. Besides the primary emissions,complex atmospheric reactions under favorable weather conditions should be paid more attention for the control of primary emission in the PRD region.     

Spatial distribution of aerosol pollution based on MODIS data over Beijing, China

With the help of regression analysis,the relationships were detected between aerosol's contribution to apparent reflectance(ACR) derived from Moderate Resolution Imaging Spectroradiometer(MODIS)on board Terra and hourly PM_(10)mass concentration measured at 30 ground-based locations in Beijing for the August of 2003 and 2004.It was shown that there was a good correlation between the ACR and PM_(10)(linear correlation coefficient,R=0.56).On the basis of this relationship,spatial distribution and possible sources of PM_(10)derived from MODIS were analyzed and two frequently heavily-polluted regions were found,namely downtown of the city and the district near Xishan Mountain.These two regions coincidently are also urban heat island centers.The foundings of this paper will be greatly useful for environmental monitoring and urban planning for Beijing,especially for the 2008 Olympic game to be held in Beijing.     

被动采样监测珠江三角洲NOx、SO2和O3的空间分布特征

为获得珠江三角洲区域污染特征,采用被动扩散采样技术,在珠江三角洲200 km×200 km网格区域内测量11月两周暴露的NO2、SO2和O3浓度水平,采用克里格空间插值法(Kriging)获取NOx、SO2和O3的空间分布特征,并与源清单和已有模型结果比对.采用反向轨迹方法模拟了O3的输送途径.结果表明,采样期间珠江三...     

江西省陆地生态系统氮平衡的时空分布规律研究

利用系统物质平衡模型,对1995-2005年江西省陆地生态系统的N收支平衡进行了核算,并分析了不同来源N收支量的时间序列特征以及N盈余强度的空间分布特征,探讨了自然灾害和政策实施对N平衡的影响.结果表明:江西省陆地生态系统的N输入量变化范围是(155.5-184.2)×107kg·a-1,平均值为168.5 ×107 ...     

中国区域可持续发展综合优势能力空间关联分析

采用空间统计方法研究了中国31个省、市、自治区的可持续发展综合优势能力的空间关联关系,结果显示中国可持续发展的总资产能力、总负债能力和综合优势能力均存在较强的空间依赖性。综合优势能力Z值与总资产Z值存在显著正相关（R=0.944）,而与总负债Z值存在显著的负相关（R=-0.952）。利用综合优势能力空间关联Z值对中国可持续发展能力进行初步的分区,并采用古典聚类（K means）方法对中国可持续发展能力进行同质性研究,利用K聚类结果对空间聚类（G统计）结果进行修正,将中国可持续发展能力划分为3种区域类型：中国东部沿海强发展区域、中国中部中等发展区域和中国西部弱发展区域。分区结果与中国传统的东部、中部、西部区域划分基本对应,东部沿海省市除海南和广西处于中等发展类型外,其他省市均处在强发展类型之列,中国中部全部省市均处于中等发展类型而中国西部全部省市均处于弱发展类型。