The Tau Model for Data Redundancy and Information Combination in Earth Sciences: Theory and Application   总被引：3，自引：0，他引：3  

Sunderrajan Krishnan 《Mathematical Geosciences》2008,40(6):705-727

Many decision-making processes in the Earth sciences require the combination of multiple data originating from diverse sources. These data are often indirect and uncertain, and their combination would call for a probabilistic approach. These data are also partially redundant with each other or with all others taken jointly. This overlap in information arises due to a variety of reasons—because the data arises from the same geology, because they originate from the same location or the same measurement device, etc. The proposed tau model combines partially redundant data, each taking the form of a prior probability for the event being assessed to occur given that single datum. The parameters of that tau model measure the additional contribution brought by any single datum over that of all previously considered data; they are data sequence-dependent and also data value-dependent. Data redundancy depends on the sequence in which the data is considered and also on the data values themselves. However, for a given sequence, averaging the tau model parameters over all possible data values leads to exact analytical expressions and corresponding approximations and inference avenues. Information on multiple-point connectivity of permeability arrives from core data, well-test data and seismic data which are defined over varying supports with complex redundancy between these information sources. In order to compute these tau weights for determining connectivity, one needs a model of data redundancy, here expressed as a vectorial training image (Ti) constructed using a prior conceptual knowledge of geology and the physics of data measurement. From such a vectorial Ti, the tau weights can be computed exactly. Neglecting data redundancy leads to an over-compounding of individual data information and the possible risk of making extreme decisions.  相似文献   

汶川抗震救灾的基础地理信息综合应急服务     

陈军  何超英  朱武  彭震中  金舒平 《测绘软科学研究》2008,(6):7-11

在5．12汶川特大地震抗震救灾中,国家测绘部门设计和组织实施了以数据成果服务、专用系统服务和专题制图服务为核心的基础地理信息综合应急服务。其是针对汶川震区地形特点和抗震救灾主体工作需求,快速整合和提供震区已有的基础测绘成果和最新遥感影像资料;快速搭建集震区海量数据集成管理为一体并具备3维影像浏览、对比分析等功能的专用地理信息系统,为灾情评估分析和重建规划研究提供地理空间数据集成展示和分析平台;应需地制作反映受灾范围、受灾程度、救灾响应、规划思路等的各类专题地图和地图集,有效地表达地震灾害的时空分布、重建规划布局等。  相似文献   

小波理论在遥感图像融合中应用     

王胜利  余学祥  杨然 《北京测绘》2008,(3)

小波变换用于多源遥感图像融合已得到了国内外学者的广泛关注,并且又提出了很多小波变换与传统融合方法结合的融合算法。本文在对这些算法进行总结的基础上,讨论了基于小波包变换和最优树变换以及多进制小波变换在融合中的应用,分析他们在融合中各自的特色,以便使用时根据具体情况进行选择。  相似文献   

关于城市交通地理信息系统模型设计的思考与改进   总被引：1，自引：0，他引：1  

王建强 《北京测绘》2008,(1):20-22

GIS—T模型是建立城市交通地理信息系统的主体,本文对现有GIS—T模型进行了简单的分析与评价,并且为了增加政府与公众做出决策的正确性,提出了路径畅通可靠度模型、城市交通综合指数模型、交通出行指数模型三个数学模型,以达到量化城市交通与完善GIS—T模型的目的。  相似文献   

GIS和RS技术在湿地资源研究中的应用——以大庆市湿地为例   总被引：2，自引：0，他引：2  

金珊珊  臧淑英 《测绘与空间地理信息》2008,31(1):23-28

以大庆市湿地为研究对象,以地理信息系统和遥感技术为技术平台,介绍了湿地环境因子研究工作程序及湿地现状类型分布研究,分析了地理信息系统和遥感技术在湿地资源研究中的地位和作用,从而为GIS与RS技术在湿地资源应用研究中提供理论支持。  相似文献   

城市空间信息基础设施建设结构模型研究     

刘晶东  陈刚 《测绘与空间地理信息》2008,31(4)

首先对WebGIS的发展状况进行了分析,然后介绍了Web Services的工作原理,给出了面向Geo-Services的城市空间信息基础设施建设的结构模型,并依据该模型对北京市基础地理信息数据库集成项目进行了典型研究.  相似文献   

云海撞击盆地的恢复及其地质演化研究     

籍进柱  刘建忠  郭弟均  刘敬稳  王庆龙  张莉 《岩石学报》2016,32(1):127-134

研究月海撞击盆地,尤其是古老的月海撞击盆地,有助于深入认识月球乃至太阳系中两种动力学即内动力和外动力地质作用的演化过程,也是研究月球早期演化和现今状态的重要纽带。云海撞击盆地为古老的撞击盆地之一,形成于前酒海纪,在后期的内外动力地质作用下,盆地有很大程度的改造。为了恢复云海撞击盆地原貌,深入认识该地区的地质演化过程,本文利用了LRO宽角相机影像数据、LOLA地形数据和GRAIL重力数据等多种类型的遥感数据,开展了云海撞击盆地演化的研究。结果显示,云海盆地是由一次撞击事件形成,具中央隆起的三环结构的撞击盆地,三环直径分别约为740km、500km、340km,盆地中心约为16°W,21°S。云海撞击盆地事件破坏了该地区原始月壳结构,随后岩浆喷出或溢流充填在撞击盆地中形成云海,塑造了现今观察到的云海地形特征和重力异常特征。  相似文献   

Application of ICTs in Airspace Management and Collaborative Decision-Making—Analyzing the Risk Avoidance in the Condition of Risky Weather as an Example     

Du Xinru  Lu Zi 《地球科学进展》2016,31(3):269-276

The application of ICTs makes structural change of the development and effective utilization of airspace. Next generation air transportation system (NextGen) includes new automation concepts with automated information to support the traffic control decision-making. As a result, in the field of academia and industry, air traffic controllers integrate information automatically while making decisions to change the previous manually integrated and decided pattern. The safety ability of airspace is reduced and airspace system is endangered under risky weather conditions of airspace. So there is an urgent demand for new information and communication technologies. The paper is an overview of the information constitution and support of NextGen and provides the study of the development of technique of airspace collaborative decision-makings to confirm the new features based on ICTs. It contains basic application-the input of data and output of the routes of airspace management and collaborative decision-making, and general application-the choose of probability nets of avoiding risky weather, and special application-the affection in the management of the air routes, which are made up of position and direction. The research shows the accurate schedule characteristics of airspace management and collaborative decision-making based on ICTs, which made the space accurate by time accurate. Second, the visualization of airspace management and collaborative decision-making based on ICTs made the maps of flight path under mobile data quickly generated. This could make the fully development and utilization of national airspace, ensure safety, and reduce air traffic controllers’ workload and the costs in delaying and operating in risky weather.  相似文献   

On predicting and improving the quality of Volunteer Geographic Information projects   总被引：1，自引：0，他引：1  

Gloria Bordogna  Paola Carrara  Monica Pepe  Anna Rampini 《International Journal of Digital Earth》2016,9(2):134-155

Initiatives that rely upon the contributions of volunteers to reach a specific goal are growing more and more with the success of Web 2.0–interactive applications. Also scientific projects are testing and exploiting volunteers' collaboration, but the quality of information obtained with this approach is often puzzling. This paper offers a rich overview of many scientific projects where geographic contributions are committed to volunteers, to the aim of defining strategies to improve information quality. By describing real examples of Volunteer Geographic Information (VGI), the contribution establishes a categorization based on the characteristics of the information, tasks, and scopes of the projects. After a discussion on the relationships of categories and VGI quality, the paper analyses techniques to improve the quality of volunteered information according to the moment of its assessment (i.e., ex ante, ex post, or both with respect to information creation). The paper outlines the main limitations of the different approaches and indicates some guidelines for future developments.  相似文献   

信息通讯技术对老年人的社区满意度影响路径——以南京市锁金社区为例   总被引：2，自引：2，他引：0  

陈卉  甄峰 《地理科学进展》2016,35(9):1167-1176

在中国老龄化进程加快以及智慧养老快速发展的背景下,如何运用信息通讯技术(ICT)提高老年人社区生活质量成为地理学与规划学等领域的关注热点。本文选取南京市首个智慧平台落户社区——锁金社区为实证调研对象,通过构建结构方程模型结合问卷调查,探究信息通讯技术对老年人的社区满意度影响路径,其中问卷内容主要包括个人特征属性、个人ICT使用情况、社会支持情况、社区满意度等。结果表明：老年人信息设备的拥有及使用越趋向多元化,其网络活动越频繁;受教育使用水平越高、使用互联网意愿更强烈的老年人其网络活动越频繁;信息通讯技术主要通过社交类网络活动促进老年人的家庭、邻里交往,提高老年人的社会支持,从而提升社区满意度;与社区建成环境相比,社会支持对于老年人的社区满意度影响更大。因此,合理运用信息通讯技术加强老年人与家人、邻里等的联系强度,是提高老年人社区生活质量的一条可行路径。研究结果对于智慧社区、智慧养老建设具有一定的借鉴意义。  相似文献