A new approach to spatial source apportionment of haze pollution in large scale and its application in China

Long-lasting expansion of haze pollution in China has already presented a stern challenge to regional joint prevention and control. There is an urgent need to enlarge and reconstruct the coverage of joint prevention and control of air pollution in key area. Air quality models can identify and quantify the regional contribution of haze pollution and its key components with the help of numerical simulation, but it is difficult to be applied to larger spatial scale due to the complexity of model parameters. The time series analysis can recognize the existence of spatial interaction of haze pollution between cities, but it has not yet been used to further identify the spatial sources of haze pollution in large scale. Using econometric framework of time series analysis, this paper developed a new approach to perform spatial source apportionment. We applied this approach to calculate the contribution from spatial sources of haze pollution in China, using the monitoring data of particulate matter (PM_2.5) across 161 Chinese cities. This approach overcame the limitation of numerical simulation that the model complexity increases at excess with the expansion of sample range, and could effectively deal with severe large-scale haze episodes.     

围垦后南汇东滩海三棱藨草的空间分布及其影响因子研究

2015年9月~10月期间对2012年底围垦后南汇嘴区域的海三棱藨草(Scirpus mariqueter)湿地系统进行了调研,运用主成分分析、典范对应分析(canonical correspondence analysis,CCA)方法,基于101个样地土壤的有机碳、总磷、总氮、硝酸盐氮、亚硝酸盐氮、氨氮、正磷酸盐、pH、含水率、粒径、盐度、滩涂高程等12个环境因子数据,探讨了围垦后海三棱藨草空间分布的关键影响因子。结果表明:海三棱藨草的分布与滩涂高程具有显著正相关(P0.05),海三棱藨草群落主要分布在南汇滩涂2.5~3.4 m高程范围内;海三棱藨草的密度、盖度与盐度呈显著正相关(P0.05)。结论认为滩涂高程和土壤盐度是影响海三棱藨草分布的主要环境因子。未来需要结合围垦后的水动力变化过程数值模拟,对海三棱藨草生态系统高时空分辨率的响应过程及机制进行研究,以进一步确立海三棱藨草对围垦工程响应的关键阈值。研究对围垦工程后的滨海湿地植被恢复及滩涂生态修复具有参考意义。     

1949年以来中国环境与发展关系的演变

从IPAT方程出发,发现了环境影响随着经济发展或时间的演变依次遵循三个"倒U型"曲线规律,即环境影响强度的倒U型曲线、人均环境影响的倒U型曲线和环境影响总量的倒U型曲线。根据此规律,可以将该演化过程划分为四个阶段即:环境影响强度高峰前阶段、环境影响强度高峰到人均环境影响量高峰阶段、人均环境影响量高峰到环境影响总量高峰阶段以及环境影响总量稳定下降阶段。在环境演变的不同阶段,主要驱动力存在着明显的差异。在环境影响强度高峰前阶段,资源消耗或污染物排放增长更多地由资源或污染密集型技术进步驱动;在资源消耗或污染物强度高峰到人均资源消耗或污染物排放高峰阶段,主要由经济增长驱动;而在人均资源消耗或污染物排放高峰到资源消耗或污染物排放总量高峰阶段以及总量高峰以后的发展阶段,则主要由节约高效技术或污染减排技术进步来驱动。实证分析表明,中国目前环境与发展关系基本上处于经济增长主要驱动的环境影响强度高峰向人均环境影响高峰过渡阶段,这同时意味着中国要在短期内实现人均环境影响和环境影响总量高峰的跨越是异常困难的。     

基于分形理论的江苏沿江城镇体系研究

开放条件下,“全球 地方”作用深刻影响着区域城镇体系,沿江发达地区表现尤其典型。基于分形的相关理论和方法,以2006年为时空断面,对江苏沿江地区城镇体系的空间分布进行实证研究。结果表明：（1）区域城镇规模等级结构服从Zipf定律,首位城市南京在区域城市体系中的垄断性相对较强,但并非处于绝对垄断地位;（2）空间关联维数显示,沿江地区城镇体系的交通网络通达性优良,各城镇间联系紧密;（3）根据分维数和无标度区分析,三大城市群中,宁镇扬城市群分形发育最好,苏锡常次之,通泰城市群分形发育最差;（4）扬州、镇江、南京和苏州的城镇集聚程度较高,分形发育较为成熟;南通、泰州、无锡和常州的集聚程度均较低,分形结构不佳。扬州在区域城镇体系中分形发育最为完善,中心性最好,历史上形成的这种空间格局至今没有变化.     

三峡库区（重庆段）石漠化敏感性评价及空间分异特征

以石漠化敏感性机理为基础,运用GIS与RS技术分别分析了喀斯特岩性因子、地形因子、植被覆盖因子、土壤类型因子的空间格局特征及其对研究区石漠化敏感性的影响程度。在此基础上,基于ArcGIS的空间叠加分析,完成单要素的叠加运算,实现研究区石漠化敏感性的综合评价。探讨了三峡库区（重庆段）这一特殊生态地理区域石漠化敏感性的高低分布规律及其在不同主导因子作用下的石漠化的空间分异特征。结果表明：（1）研究区石漠化敏感区面积为17 376.5 km2（3765%）,以高度和极敏感类型为主。（2）空间分布具有明显水平地域差异特征,整体上呈现弧状 条带性分布。东北部和南部最为敏感,中西部基本为不敏感地区。（3）研究区石漠化现状与石漠化敏感性之间有着很好的对应关系,局部地区受人类不合理的干扰活动影响,石漠化现状与石漠化敏感性存在一定的差异     

郑州园林绿化树木低温寒冻害空间分布特征研究

绿化树木是园林景观的主体部分,同样也是园林建设中的目标植物.然而,绿化植物容易受到低温寒冻害的影响,进而影响园林布局美观.基于此,该文提出郑州园林绿化树木低温寒冻害空间分布特征研究方法,统计郑州园林绿化树木类型,对各样本按照乔木层与灌木层进行分类整理,将频度、显著度、密度等作为计算树木多样性的指标,分析比较结果,根据获...     

General prevention and risk minimization in LCA A combined approach

Methods for life cycle assessment of products (LCA) are most often based on the general prevention principle, as opposed to the risk minimization principle. Here, the desirability and feasibility of a combined approach are discussed, along with the conditions for elaboration in the framework of LCA methodology, and the consequences for LCA practice. A combined approach provides a separate assessment of above and below threshold pollution, offering the possibility to combat above threshold impacts with priority. Spatial differentiation in fate, exposure, and effect modelling is identified to play a central role in the implementation. The collection of region-specific data turns out to be the most elaborate requirement for the implementation in both methodology and practice. A methodological framework for the construction of characterization factors is provided. Along with spatial differentiation of existing parameters, two newly introduced spatial parameters play a key role: the sensitivity factor and the threshold factor. The practicability of the proposed procedure is illustrated by an example of its application. Providing a reasonable data availability, the development of separate LCA characterization factors for the respective assessment of pollution levels above and below environmental threshold values seems to be a feasible task that may add to LCA credibility.     

小尺度农田土壤Pb、Zn和Cd空间分布及污染评价——以云南沘比江沿岸某农田为例

以沘江沿岸面积为96 000 m2的整片农田作为研究对象,采集144个表层土壤样本,利用ICP-MS测定土壤中Pb、Zn和Cd的含量,使用地统计学方法分析Pb、Zn和Cd的空间分布,采用污染负荷指数评价土壤Pb、Zn和Cd污染程度,并对污染来源进行解析。结果表明研究区域农田土壤中Pb、Zn和Cd含量均超过当地土壤背景值,出现了污染富积。根据国家土壤环境质量标准,Pb未超标,Zn超标率为98.6%,Cd超标率为100%。普通克里金空间插值分布图显示,Pb、Zn和Cd高含量区域均沿着省道227和靠近居民区分布,而临近沘江的区域Pb、Zn和Cd含量相对较低,其中Pb、Zn含量变化基本呈现由省道227向沘江方向递减规律。Pb、Zn和Cd之间具有较好的相关性,三者同源概率较大。对Pb、Zn和Cd的污染评价表明,研究区域农田土壤57.78%为中度污染,42.22%为重度污染。从污染负荷指数法（PLI）空间插值图可见,重度污染区域位于省道227沿线与居民区东侧区域,其余区域为中度污染。本研究结果说明,小尺度空间分析方法用于农田土壤污染状况的分析,能有效预测重金属空间分布情况,在土地紧缺的情况下,该方法能有效指导对农田的不同区域进行选择使用和精准管理。     

Development of machine learning based prediction models for hazardous properties of chemical mixtures

Lower flammability limit (LFL), upper flammability limit (UFL), auto-ignition temperature (AIT) and flash point (FP) are crucial hazardous properties for fire and explosion hazards assessment and consequence analysis. In this study, a comprehensive prediction model set was constructed by using expanded chemical mixture databases of chemical mixture hazardous properties. Machine learning based gradient boosting quantitative structure-property relationship (GB-QSPR) method is implemented for the first time to improve the model performance and prediction accuracy. The result shows that all developed models have significantly higher accuracy than other regular QSPR models, with the 5-fold cross-validation RMSE of LFL, UFL, AIT, and FP models being 1.06, 1.14, 1.08, and 1.17, respectively. All developed QSPR models can be used to estimate reliable chemical mixture hazardous properties and provide useful guidance in chemical mixture hazard assessment and consequence analysis.     

江苏淮河流域工业点源负荷空间分布特征研究

搞清流域工业点源的空间分异特征,可为水环境整治与工业规划提供参考依据。采用工业污染源普查数据建立污染源信息数据库,在GIS技术、密度分析法与ESDA方法支撑下,探析江苏淮河流域工业点源与工业污染负荷空间格局与特征。结果显示：工业点源集聚于城市、县城及专业乡镇,污染行业地域分异现象显著,其中,河流、港口及临湖地区成为高负荷工业点源集聚地区,化工、造纸、化纤与医药等行业的工业集中于临海、临河及临湖地区,饮料制造业、副食品加工业点源集中于工业化水平较低的北部流域的少数乡镇,工业氨氮多数来自化工业。在不同工业化水平下,工业污染负荷空间差异大,南部流域负荷整体水平高于北部,北部流域高负荷区分布于少数乡镇与城区