A data-model fusion approach for upscaling gross ecosystem productivity to the landscape scale based on remote sensing and flux footprint modelling

Chinese Academy of Sciences ; National Science Foundation of China [41071059]; National Key Technology R&D Program of China [2008BAK50B06-02]; National Basic Research Program of China [2010CB950900, 2010CB950704]; Natural Sciences and Engineering Research Council of Canada

基于本体的发布/订阅系统的数据模型和匹配算法

现有的发布／订阅系统不能根据事件的语义来进行事件与订阅的匹配，且不能支持具有复杂结构（如图状结构）的事件．将语义Web技术引入发布／订阅系统中，提出一种基于本体的发布／订阅系统．该系统采用本体来表示事件的概念模型，采用RDF图来表示事件，采用图模式来表示订阅条件．它能较好地解决现有的发布／订阅系统的上述问题．实验结果表明，该系统具有较高的订阅匹配效率．

基于对象关系的位置相关数据库模型及其移动持续查询处理策略

近年来，人们对位置相关的信息服务进行了较为大量的研究，这些工作主要以移动对象数据库及空间数据库框架为基础，探讨如何有效地支持位置相关的查询等问题．然而，另一类重要的数据类型——位置相关的数据(10cation dependent data，LDD)，却没有得到人们足够的重视．目前，LDD的研究主要集中在概念应用层，缺乏完善的数据库模型(包括数据类型及查询操作等)及有效的查询处理方法．为了解决上述问题，提出一种基于对象关系数据库模型的位置相关数据模型(object—relational database based LDD model，ORLDD)。在ORLDD中，定义了完整的位置相关数据类型及查询操作，给出了相关的移动持续查询处理方法，并阐述了在对象关系数据库系统PostgreSQL上的实现方法．实验结果表明，该方法具有良好的查询处理性能及灵活性．

移动对象数据库模型、查询语言及实时交通流分析

提出一种移动对象数据库模型——Dynamic Transportation Network Based Moving Objects Database(简称DTNMOD),并给出了DTNMOD中基于移动对象时空轨迹的网络实时动态交通流分析方法.在DTNMOD中,交通网络被表示成动态的时空网络,可以描述交通状态、拓扑结构以及交通参数随时间的变化过程;网络受限的移动对象则用网络移动点表示.DTNMOD模型包含了完整的数据类型和查询操作的定义,因此可以在任何可扩充数据库(如PostgreSQL或SECONDO)中实现,从而得到完整的数据库模型和查询语言.为了对相关模型的性能进行比较与分析,基于PostgreSQL实现了一个原型系统并进行了一系列的实验.实验结果表明,DTNMOD提供了良好的区域查询及连接查询性能.

项目管理系统的数据模型研究

项目数据来源多,管理复杂,数据模型的研究有助于简化项目管理系统的分析和设计。为了清晰表达项目数据模型,采用了本体论方法,提出了面向项目管理域的数据概念和关系的表达模式,并介绍了项目管理相关的主要概念;探讨了数据模型的共享域、专有域的划分以及信息的共享方式;分析了项目组织、任务组织、人员组织的数据模型框架,并阐述了主要的概念间关系;最后在数据模型的统一概念基础上,给出了数据模型的应用方式。

特定领域的数据参考模型建模方法研究

针对领域内数据实体变化频繁,复用性低的问题,提出了特定领域数据参考模型的概念,它基于概念模型的形式,对领域内的通用数据模型进行说明和描述,成为领域内应用系统数据建模的基础.给出了领域数据参考模型的体系架构,它对整个模型进行了纵横向的划分以便作为不同程度的复用的基础.在概念模型构建时,提出了数据模型构建步骤,并引入了"维度","维度层次"和"事实"3个数据仓库中的概念,扩充了ER图中的属性定义,为构建稳定可复用的领域实体提供了有效的途径.

位置相关数据的模型及关键技术研究

本文介绍了移动计算领域一个较为年轻的新课题——位置相关数据。位置相关数据是一种向移动用户提供即时、即点信息服务的技术。通过位置相关服务用户在移动过程中可以获得与其所在位置相适应的数据信息。 本文首先对位置相关服务的背景问题、关联技术、系统结构等方面作了概要性的介绍。然后从集合和映射的角度出发，探讨了位置相关数据的数学模型。为了使关系数据库能够支持位置相关查询，本文还分析了关系代数的位置相关性，并通过引入位置绑定算子初步建立了位置相关的关系代数。通过对位置绑定策略的讨论，本文提出了两阶段的位置绑定策略，为位置相关查询的优化提供了思路。 为了提高位置绑定的效率，本文进一步研究了位置绑定数据的索引和缓存方法。利用位置相关数据的数据区域的互斥性，本文在~R~树的基础上作了改进并提出了~Contour-R~树索引及其上的相关算法。新索引方法在保持~R~树灵活性的同时避免了~R~在点查询时的回溯，从而能够提高服务器端的查询效率。位置相关数据缓存是减少服务器查询次数的一种技术。本文提出的跨区域语义缓存方法突破了现有基于单一有效区域缓存方法的限制，使得用户可以根据设备的存储能力自行设置有效区域的尺寸。实验表明，在有效区域面积相同的情况下，跨区域缓存比单一有效区域缓存具有更高的命中率。同时，利用本文给出的旋转表示法，对跨区域缓存进行探测只需要通过简单运算即可完成。

乡镇级人口统计数据空间化研究

Population data which collected and saved according to administrative region is a kind of statistical data. As a traditional method of spatial data expression, average distribution in every administrative region brings population data on a low spatial and temporal precision. Now, an accurate population data with high spatial resolution is becoming more and more important in regional planning, environment protection, policy making and rural-urban development. Spatial distribution of population data is becoming more important in GIS study area. In this article, the author reviewed the progress of research on spatial distribution of population. Under the support of GIS, correlative geographical theories and Grid data model, Remote Sensing data, terrain data, traffic data, river data, resident data, and social economic statistic were applied to calculate the spatial distribution of population in Fujian province, which includes following parts: (1) Simulating of boundary at township level. Based on access cost index, land use data, traffic data, river data, DEM, and correlative social economic statistic data, the access cost surface in study area was constructed. Supported by the lowest cost path query and weighted Voronoi diagram, DVT model (Demarcation of Villages and Towns) was established to simulate the boundary at township level in Fujian province. (2) Modeling of population spatial distribution. Based on the knowledge in geography, seven impact factors, such as land use, altitude, slope, residential area, railway, road, and river were chosen as the parameters in this study. Under the support of GIS, the relations of population distribution to these impact factors were analyzed quantificationally, and the coefficients of population density on pixel scale were calculated. Last, the model of population spatial distribution at township level was established through multiplicative fusion of population density coefficients and simulated boundary of towns. (3) Error test and analysis of population spatial distribution base on modeling. The author not only analyzed the numerical character of modeling error, but also its spatial distribution. The reasons of error were discussed.

Spatio-Temporal Scanning and Statistical Test of the Accelerating Moment Release (AMR) Model Using Australian Earthquake Data

The Accelerating Moment Release (AMR) preceding earthquakes with magnitude above 5 in Australia that occurred during the last 20 years was analyzed to test the Critical Point Hypothesis. Twelve earthquakes in the catalog were chosen based on a criterion for the number of nearby events. Results show that seven sequences with numerous events recorded leading up to the main earthquake exhibited accelerating moment release. Two occurred near in time and space to other earthquakes preceded by AM R. The remaining three sequences had very few events in the catalog so the lack of AMR detected in the analysis may be related to catalog incompleteness. Spatio-temporal scanning of AMR parameters shows that 80% of the areas in which AMR occurred experienced large events. In areas of similar background seismicity with no large events, 10 out of 12 cases exhibit no AMR, and two others are false alarms where AMR was observed but no large event followed. The relationship between AMR and Load-Unload Response Ratio (LURR) was studied. Both methods predict similar critical region sizes, however, the critical point time using AMR is slightly earlier than the time of the critical point LURR anomaly.