基于FOA-SVM方法的长江中游悬浮物浓度遥感反演研究

遥感反演是监测水体表层悬浮物浓度分布的有效手段之一。然而,常用的经验回归模型是建立在大样本的理论假设之上的,而大多数情况下所获取的样本数实际上是十分有限的,因而有必要引入基于小样本的新的反演模型。支持向量机(SVM)建立在结构风险最小原理和VC维理论基础上,其泛化能力强,适用于小样本回归模型。使用HJ1B卫星CCD2遥感影像结合长江中游实地同步采样数据建立悬浮物浓度SVM遥感反演模型,并采用果蝇优化算法(FOA)对模型参数进行了优化。结果表明,与传统经验回归模型相比,SVM模型具有较高的预报精度和稳定性;在SVM模型的参数优化中,FOA算法效果理想,其计算量也远小于网格搜索算法。最后,使用所建立的SVM模型对长江中游城陵矶附近长江和洞庭湖水体悬浮物浓度进行了反演,并对其空间分布特征进行了分析。结果显示,长江干流的悬浮泥沙浓度总体上明显小于洞庭湖,这主要是三峡工程下泄泥沙大幅减少造成的;洞庭湖浑浊的湖水汇入长江后,在城陵矶下游形成明显的混合带;而洞庭湖湖口悬浮物浓度明显高于其他湖区,这可能是该区域采砂活动的强烈扰动引起的。     

农田降雨径流污染模型探讨 ——以上海郊区农田氮素污染模型为例

农田降雨径流污染是非点源污染研究中的一个重要问题,估算其发生负荷的难度很大。通过对农田降 流污染模型结构的理解和适当简化不可直接建械的部分,对农田非点源污染物输出的重要环节－－降雨径流和污染物迁移进行了模拟。根据实测资料对SCS法的部分参数作了修正,使小块农田的降雨径流关系适合上海的区域自然地理条件;采用比较完善的径流试验资料建立了相应的径流单位线;并利用水流流速与固体颗粒被冲刷强度的关系,选择合适的试验资料,分析得到了径流过程与氮素流失浓度的相关关系,从而建立了以修正的SCS法、径流单位线和径流过程与氮素流失浓度的关系为基础的农田降雨径流污染模型。在具备较长系列降雨量资料的条件下,该模型确定了不同降雨量频率代表年份上海郊区农田氮素的年流失量。     

农田降雨径流污染模型探讨——以上海郊区农田氮素污染模型为例

农田降雨径流污染是非点源污染研究中的一个重要问题 ,估算其发生负荷的难度很大。通过对农田降雨径流污染模型结构的理解和适当简化不可直接建模的部分 ,对农田非点源污染物输出的重要环节———降雨径流和污染物迁移进行了模拟。根据实测资料对SCS法的部分参数作了修正 ,使小块农田的降雨径流关系适合上海的区域自然地理条件 ;采用比较完善的径流试验资料建立了相应的径流单位线 ;并利用水流流速与固体颗粒被冲刷强度的关系 ,选择合适的试验资料 ,分析得到了径流过程与氮素流失浓度的相关关系 ,从而建立了以修正的SCS法、径流单位线和径流过程与氮素流失浓度的关系为基础的农田降雨径流污染模型。在具备较长系列降雨量资料的条件下 ,该模型确定了不同降雨量频率代表年份上海郊区农田氮素的年流失量     

基于环境一号卫星高光谱数据的太湖富营养化遥感评价模型

采用环境一号卫星高光谱数据直接监测太湖富营养化状态的方法较多光谱影像监测有着更高的精度优势,对内陆水环境监测具有一定的意义。利用2009年4月地面实测高光谱数据模拟环境一号卫星星上数据,结合确定的太湖富营养化状态遥感评价的水质因子,构建富营养化状态评价模型,并采用实测数据和环境一号卫星高光谱影像数据对模型的精度和适用性进行验证。研究结果表明：（1）选用叶绿素a作为富营养化遥感监测的水质因子监测太湖富营养化状态与综合营养指数法相比,平均相对误差为597%;（2）采用模拟的环境一号卫星高光谱影像数据结合三波段模型与采用地面实测数据评价结果之间的相关系数r=0855,平均相对误差为919%;（3）结合环境一号卫星高光谱影像对2010年5月2日太湖进行富营养化监测评价,结果显示太湖水体整体成中营养状态,存在1129%的监测水域出现轻度富营养化状态     

三峡库区悬移质泥沙对磷污染物的吸附解吸特性

就三峡库区悬移质泥沙对磷污染物的吸附解吸特性从野外同步监测和室内试验研究两个方面展开研究。选取长江干流、嘉陵江和乌江共7个监测断面于2002年和2003进行野外同步监测,测试结果表明：水中的悬移质泥沙对水中各种覆存形态的磷污染物浓度具有显著影响,单位重量泥沙对磷的吸附量与水体总泥沙含量、泥沙粒径有密切关系。采集寸滩断面泥沙对磷酸盐吸附解吸特性进行室内试验研究,并根据Langmuir吸附动力学方程对吸附解吸过程进行了拟合,发现吸附速率常数k随着泥沙粒径的增加而呈递增变化,而磷酸盐初始浓度对k值的影响并不明显,同时,磷酸盐解吸量随着泥沙浓度的增加和粒径的增加呈递减变化,k值随着泥沙粒径的增加而呈递增变化,泥沙浓度对k值的影响不明显。     

中国省域能源价格与碳强度协整研究：基于1995～2009年的面板数据

基于面板数据协整检验理论,利用中国华东地区七省域1995～2009年间的数据资料,检验能源价格与碳强度变量序列的平稳性及协整关系,并建立回归模型。结果表明：能源价格与碳强度之间存在长期均衡关系;Hausman检验认为能源价格与碳强度间应建立个体固定效应回归模型;能源价格对碳强度负相关,提高能源价格能显著降低碳强度,但不同地区碳强度对能源价格变化的反应不同;经济较发达的省域,能源价格相对较高而碳强度相对较低。建议适度提高能源价格,加强技术创新、优化能源结构和提升能源效率,积极推进省际产业衔接与协作,促使碳强度不断下降,实现能源、经济和社会可持续发展。     

基于遥感反演长江中游地区悬浮泥沙研究

悬浮泥沙定量研究对于调查长江的水质、地貌、生态环境等起着至关重要的作用。以长江中游武汉地区2012~2013年14幅不同时相的Landsat ETM+遥感影像为主要数据源,结合野外采样悬浮泥沙浓度数据,分析了悬浮泥沙遥感定量反演方法,数据处理中针对ETM+SLC OFF影像缝隙问题,采用自适应局部回归匹配算法（ALR）进行影像自动恢复处理,在波段选择中对悬浮泥沙浓度和光谱反射率数据进行相关性分析,并运用传统关系建模方法和高斯模型方法对比,比较悬浮泥沙定量反演模型,利用实测验证数据对反演模型精度进行评估。研究结果表明：（1）ALR可以有效的获取悬浮泥沙敏感波段的遥感光谱反射率;（2）ETM+Band3悬浮泥沙浓度的高斯模型相关系数最高,通过对比得到模型反演的验证精度较高,研究证明遥感定量反演适合于长江流域武汉段泥沙含量大范围监测     

A review and test of predictive models for the bioaccumulation of radiostrontium in fish

Empirical relations between the ⁹⁰Sr concentration factor (CF) and the calcium concentration in freshwater aquatic systems have previously been determined in studies based on data obtained prior to the Chernobyl accident. The purpose of the present research is to review and compare these models, and to test them against a database of post-Chernobyl measurements from rivers and lakes in Ukraine, Russia, Belarus and Finland. It was found that two independently developed models, based on pre-Chernobyl empirical data, are in close agreement with each other, and with empirical data. Testing of both models against new data obtained after the Chernobyl accident confirms the models’ predictive ability. An investigation of the influence of fish size on ⁹⁰Sr accumulation showed no significant relationship, though the data set was somewhat limited.     

基于地块尺度的耕地非农化驱动力空间异质性研究——以武汉市为例

土地用途管制和基本农田保护制度下,耕地非农化概率值和其驱动力的空间作用强度分布在土地资源配置和耕地保护方面有积极的指示性。基于武汉市2000~2011年耕地非农化地块的微观数据,通过比较分析Logistic回归模型和地理加权Logistic回归模型参数估计结果,验证了耕地非农化驱动力的空间异质性,并对异质性的空间分布规律和政策涵义做出总结分析。研究表明:1耕地间的空间依赖效应和建设用地对耕地的空间溢出效应在耕地非农化过程中具有显著影响力,且耕地非农化驱动力存在显著的空间异质性;2地理加权Logistic回归模型由于考虑到数据的空间非平稳状态所以比Logistic回归模型有更好的拟合效果;3耕地非农化驱动力的异质性在空间上呈现出一定规律,这些受到产业布局、经济和城市发展特点等的影响,根据不同驱动力空间异质性产生的原因进行差异化土地管理可以解决耕地保护和建设用地供给间的矛盾。研究结果能从地块尺度上反映出耕地非农化驱动因素的空间异质性,实现了驱动因素作用强度空间分布的可视化,并能为国土资源差异化管理提供理论和实践参考。     

Layered neural networks based analysis of radon concentration and environmental parameters in earthquake prediction

A layered neural network (LNN) has been employed to estimate the radon concentration in soil related to the environmental parameters. This technique can find any functional relationship between the radon concentration and the environmental parameters. Analysis of the data obtained from a site in Thailand indicates that this approach is able to differentiate time variation of radon concentration caused by environmental parameters from those arising by anomaly phenomena in the earth (e.g. earthquake). This method is compared with a linear computational technique based on impulse responses from multivariable time series. It is indicated that the proposed method can give a better estimation of radon variations related to environmental parameters that may have a non-linear effect on the radon concentration in soil, such as rainfall.     

Dynamic model for the assessment of radiological exposure to marine biota

A generic approach has been developed to simulate dynamically the uptake and turnover of radionuclides by marine biota. The approach incorporates a three-compartment biokinetic model based on first order linear kinetics, with interchange rates between the organism and its surrounding environment. Model rate constants are deduced as a function of known parameters: biological half-lives of elimination, concentration factors and a sample point of the retention curve, allowing for the representation of multi-component release. The new methodology has been tested and validated in respect of non-dynamic assessment models developed for regulatory purposes. The approach has also been successfully tested against research dynamic models developed to represent the uptake of technetium and radioiodine by lobsters and winkles. Assessments conducted on two realistic test scenarios demonstrated the importance of simulating time-dependency for ecosystems in which environmental levels of radionuclides are not in equilibrium.     

基于MODIS数据的地表组分温度反演研究

组分温度的反演是当前定量遥感的一个难点。与众多的陆面温度遥感模型相比,成熟的组分温度遥感模型相对较少。通过对近地面热红外辐射能量的线性展开,建立了MODIS多波段植被、土壤组分温度反演模型。该模型将组分温度与地表温度定量联系起来,模型中所涉及到的参数充分考虑到研究区湿地环境的特点。在计算组分温度时,首先利用单窗算法得到的MODIS陆面温度反演模型计算地表温度,然后由所建立的组分温度模型计算植被、土壤温度。选用2005年10月31日的鄱阳湖地区MODIS数据试验,与实测的植被、土壤温度相比,反演的组分温度的误差在15~21℃;通过对模型参数的敏感性分析,表明该模型具有一定的稳定性。实践证明,该方法能够有效实现组分温度的分离,是一种组分温度反演的较好方法。     

"Blind" testing of models for predicting the 90Sr activity concentration in river systems using post-Chernobyl monitoring data

Two different models for predicting the time-dependent mobility of (90)Sr in river systems have been evaluated using post-Chernobyl monitoring data for five large Belarusian rivers (Dnieper, Pripyat, Sozh, Besed and Iput) in the period between 1990 and 2004. The results of model predictions are shown to be in good agreement (within a factor of 5) with the measurements of (90)Sr activity concentration in river waters over a long period of time after the accident. This verifies the relatively good accuracy of the generalised input parameters of these models which were derived primarily from measurements of (90)Sr deposited after atmospheric nuclear weapons testing (NWT). For the cases studied here, the simpler AQUASCOPE model performed just as well as the more complex "Global" model which used GIS-based catchment data as an input. The reasons for this are discussed. Exponential decay equations were also curve-fitted to the data for each river to help assess the uncertainties in the predictive models.     

Probabilistic biokinetic modelling of radiocaesium uptake in Arctic seal species: verification of modelled data with empirical observations

The necessity to provide information about radionuclide concentrations in Arctic marine species has been heightened in recent years due to a number of accidents in Arctic regions involving nuclear vessels and the presence of a large number of potential radioactive contamination sources. The provision for such information is largely dependent on the use of radionuclide uptake and transfer models. The uptake of radionuclides in Arctic seal species in this study has been modelled using a probabilistic biokinetic approach. In this paper, model results are compared with empirical data from relevant samples taken within the Arctic region. Results indicate that the model performs well when estimating concentrations of (137)Cs in two seal species for both median values and reproduction of the distribution of data values, but not as well for a third seal species. Likely factors affecting the results are the probability density functions used for the input parameters.     

Industrial layout reconstruction,the role of local government and variation of pollution distribution in China

ABSTRACT

In recent years, high-polluting industries have been gradually shifted from the eastern developed regions to the central and western underdeveloped regions in China. Certain environmental regulations have been in place accordingly in various regions, but the pollution in the central and western regions has risen sharply. Based on the data of interprovincial panel in China from 2006 to 2015, this paper calculates high-pollution industry dynamic agglomeration index, environmental pollution agglomeration index and relative environmental regulation intensity index, and uses Generalized Method of Moments to carry out the regression analyses of the whole samples, regional heterogeneity and temporal heterogeneity. The results show that there is an inverted U-shaped relationship between relative environmental regulation and environmental pollution concentration in China. The concentration degrees of industrial wastewater pollution and industrial waste gas pollution are deepened, which are mainly caused by the transfer of highly polluting industries. However, the concentration of industrial solid waste pollution caused by the transfer is not obvious. Furthermore, the deepening of industrialization intensifies the concentration of regional environmental pollution. Environmental Kuznets Curve does exist in China, but it is not significant. The increase of labor cost and quality will reduce the concentration of environmental pollution.     

淡水养殖水体溶解氧含量诊断分析及浮头泛塘气象预报

通过实时监测荆州农试站养殖塘各种水质要素,结合2011~2012年养殖塘发生的25个鱼泛塘实例,探讨了养殖水体溶解氧含量与气象要素之间的联系。分析表明:养殖水体溶解氧含量与6 h变温、总辐射量、气压值正相关,与水温、空气相对湿度值负相关。从平时的调查记录来看,鱼泛塘事件主要发生在5~10月间,湿度大、气温低、气压下降、日照强度弱等都会引起溶解氧含量低,严重的会诱发鱼泛塘。根据25个鱼泛塘实例,结合气象要素的特点,提出了急剧降温降压型、寡照型、高温高热型3种鱼泛塘发生条件的概念模型,分别以实例进行了验证,并初步总结出根据气象要素观测资料进行浮头泛塘预报的方法和流程     

Mediterranean cyclones and windstorms in a changing climate

Changes in the frequency and intensity of cyclones and associated windstorms affecting the Mediterranean region simulated under enhanced Greenhouse Gas forcing conditions are investigated. The analysis is based on 7 climate model integrations performed with two coupled global models (ECHAM5 MPIOM and INGV CMCC), comparing the end of the twentieth century and at least the first half of the twenty-first century. As one of the models has a considerably enhanced resolution of the atmosphere and the ocean, it is also investigated whether the climate change signals are influenced by the model resolution. While the higher resolved simulation is closer to reanalysis climatology, both in terms of cyclones and windstorm distributions, there is no evidence for an influence of the resolution on the sign of the climate change signal. All model simulations show a reduction in the total number of cyclones crossing the Mediterranean region under climate change conditions. Exceptions are Morocco and the Levant region, where the models predict an increase in the number of cyclones. The reduction is especially strong for intense cyclones in terms of their Laplacian of pressure. The influence of the simulated positive shift in the NAO Index on the cyclone decrease is restricted to the Western Mediterranean region, where it explains 10–50 % of the simulated trend, depending on the individual simulation. With respect to windstorms, decreases are simulated over most of the Mediterranean basin. This overall reduction is due to a decrease in the number of events associated with local cyclones, while the number of events associated with cyclones outside of the Mediterranean region slightly increases. These systems are, however, less intense in terms of their integrated severity over the Mediterranean area, as they mostly affect the fringes of the region. In spite of the general reduction in total numbers, several cyclones and windstorms of intensity unknown under current climate conditions are identified for the scenario simulations. For these events, no common trend exists in the individual simulations. Thus, they may rather be attributed to long-term (e.g. decadal) variability than to the Greenhouse Gas forcing. Nevertheless, the result indicates that high-impact weather systems will remain an important risk in the Mediterranean Basin.     

耕地资源等值模型的建立及应用

以耕地基本产出模型为基础，结合我国农业生产中存在隐性失业等情况，提出了符合我国国情的耕地产出模型，并在建模过程中剔除了科技进步因素对产量的影响。从效用原理出发，以一定投入水平和自然条件下的拟合耕地复合产量作为衡量耕地资源质量的标准，从理论上建立了一套完整的评价方法和体系。在此基础上，以江苏省20世纪90年代耕地投入和产出数据为依据，建立了各市的耕地产出模型，并以1999年江苏省平均投入水平为标准，计算了经耕地资源等值化后的人均耕地资源拥有状况。研究结果表明，在耕地资源等值化前后，人均耕地资源拥有水平 出现了不同程度的变化，这种变化的原因在于耕地等值模型不仅考虑了耕地资源的数量，还考虑了耕地的质量，而耕地质量的高低取决人于耕地本身的基础地力和对投入的反馈能力。     

Occurrence and behaviour of radionuclides in the Moselle River-Part II: Distribution of radionuclides between aqueous phase and suspended matter

Most of the radionuclides released from nuclear power plants ( NPPs) into rivers are primarily adsorbed onto suspended matter. To describe this nuclide transfer, a model was used which takes the total suspended matter load as solid phase into account. The necessary partition factors of various radionuclides were determined in river water/suspended matter of the Moselle in laboratory investigations. By use of this model, a conservative estimate of the radionuclide concentration of the solid phase could be obtained which proved to be more realistic than the results based on the distribution law.Furthermore, the influence of grain-size on the specific activity of single fractions of a Moselle sediment was demonstrated using ¹³⁷Cs, ¹⁰⁶Ru and ¹⁴⁴Ce from the Chernobyl nuclear accident as tracers. The grain-size pattern is considered to be a main factor which may seriously distort the determination of distribution coefficients and concentration factors that are needed in applying the model based on the distribution law.     

环境规制相对力度变化对FDI的影响分析

本文利用1995-2007年间41个投资来源国和地区的数据,把41个投资来源国和地区分为25个发达国家与16个发展中国家(地区)两类,重点研究中国环境规制相对力度的变化对FDI的影响,并考察了借贷成本、双边贸易关系、经济发展水平的相似性等影响因素,运用面板数据进行中国环境规制相对力度的变化对FDI的影响的实证检验,为中国选择FDI的类型提供理论依据.本文的研究结论表明;中国——相对于投资来源国——环境规制相对力度越严格,来自发展中国家(地区)的FDI将减少;而来自发达国家的FDI并不受影响.产生这一结果的原因在于,不同外商直接投资来源国企业环保技术水平的差异导致其对环境规制的敏感程度不同.在上述结论的基础上,论文对中国选择FDI的类型从外资的来源结构、产业结构、环境技术三个方面提出了相应的政策建议.