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Geographic features change over time, this change being the result of some kind of event. Most database systems used in GIS are relational in nature, capturing change by exhaustively storing all versions of data, or updates replace previous versions. This stems from the inherent difficulty of modelling geographic objects and associated data in relational tables, and this is compounded when the necessary time dimension is introduced to represent how these objects evolve. This article describes an object‐oriented (OO) spatio‐temporal conceptual data model called the Feature Evolution Model (FEM), which can be used for the development of a spatio‐temporal database management system (STDBMS). Object versioning techniques developed in the fields of Computer Aided Design (CAD) and engineering design are utilized in the design. The model is defined using the Unified Modelling Language (UML), and exploits the expressiveness of OO technology by representing both geographic entities and events as objects. Further, the model overcomes the limitations inherent in relational approaches in representing aggregation of objects to form more complex, compound objects. A management object called the evolved feature maintains a temporally ordered list of references to features thus representing their evolution. The model is demonstrated by its application to road network data. 相似文献
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Many applications, in areas such as land use, traffic management and location aware services, involve the storage, analysis and sharing of spatio‐temporal data. The need to represent such data in a way that eases sharing across applications, has led to the development of the Geography Markup Language (GML), which provides a rich collection of constructs for representing spatial and associated aspatial data as XML documents. However, although there are a growing number of applications and tools that make use of GML, there are surprisingly few experience reports on the representation of data from existing applications or models using GML constructs. This paper provides one such report, describing the use of GML as an exchange format for the Tripod spatio‐historical database. This in turn involves identifying mappings between Tripod and GML constructs, and the development of a generic architecture for carrying out such mappings. The experience demonstrates that even though GML provides rich modelling facilities, the development of mappings from pre‐existing models can be challenging, as related constructs often provide semantically distinct capabilities. 相似文献
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The features used in the separation of different objects are important for successful point cloud classification. Eigen-features from a covariance matrix of a point set with the sample mean are commonly used geometric features that can describe the local geometric characteristics of a point cloud and indicate whether the local geometry is linear, planar, or spherical. However, eigen-features calculated by the principal component analysis of a covariance matrix are sensitive to LiDAR data with inherent noise and incomplete shapes because of the non-robust statistical analysis. To obtain reliable eigen-features from LiDAR data and to improve classification accuracy, we introduce a method of analyzing local geometric characteristics of a point cloud by using a weighted covariance matrix with a geometric median. Each point is assigned a weight to represent its spatial contribution in the weighted principal component analysis and to estimate the geometric median which can be regarded as a localized center of a shape. In the experiments, qualitative and quantitative analyses on airborne LiDAR data and simulated point clouds show a clear improvement of the proposed method compared with the standard eigen-features. The classification accuracy is improved by 1.6–4.5% using a supervised classifier. 相似文献
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在对现实世界进行高度抽象化的表达过程中,许多学者和机构提出了多种空间数据模型（或称之为空间数据结构）。文章首先总结了现有模型所使用的基本几何要素,并对其利弊进行了讨论：然后总结了使用这些几何要素进行组合、扩展以构建更为复杂的空间实体的理论即空间数据建模理论,同时也对不同理论的通用性和局限性进行了讨论。笔者随后以4维空间为基础．从空间内嵌的角度去思考不同维度下的空间构成．得出了3维空间的最简基本要索,并通过对比相关文献对geometricprimitives的中文翻译将其命名为“几何基元”。在此基础上笔者探讨了3维几何基元构成空间实体的数学表达本质．沦述了依此几何基元构成的空间实体之间基本拓扑关系的表达方法。最后笔者设计了一套数据结构以系统构建空间数据模型,该模型有利于实现3维空间数据库．可为形成3维数据资产提供蘑础。本文的结论认为,该3维空间数据模型可以有效地解决体3维和表面3维的模型一致性问题,提供了结合“地学3维”和“3维数字城市”等不同应刚系统的途径：同时可将当前的2维地理信息系统自然地扩展到3维：另外还可以为3维空间分析和专门的3维渲染引擎提供理论支持。 相似文献
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Spatial object and spatial relationship are two basic concepts of GIS.Spatial object is the digital representation of geographical entity or phenomenon,which forms the basis for data management and analysis;spatial relationship is theconnexion between spatial objects when geometric properties are considered.Thecommonly used classification of spatial objects as points,lines and areas is mathe-matically strict,and suitable for data management,but a bit too generalized forrepresenting real entities and extracting spatial relationships.A good classificationmodel should not only be good for representing real entities,but also good for re-vealing spatial relationships,therefore good for formalizing spatial analyses. 相似文献
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作为空间数据质量的重要方面，一致性关系维护在多源数据集成建库与一致性更新中扮演重要角色。相较于同一要素类目标间发生的拓扑不一致，不同要素类目标间的不一致问题通常表现为深层次的分布模式不匹配，语义关系逻辑矛盾等，实施一致性维护困难得多。本研究从地理学第一定律出发，将不同性质地理实体空间分布上形成的依存关系作为一致性评价的依据。首先，总结归纳了位置共享、结构关联、区域包含3种不同类型的分布依存关系，并形式化表达为一致性约束规则；然后，探讨了违背不同类型约束规则的冲突现象探测与一致性改正方法。本研究从地理学角度认知空间数据质量问题，通过知识工程手段，引入分布依存知识作为一致性处理的依据，对扩宽空间数据质量的研究思路具有意义。 相似文献
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地勘工程3维空间数据模型及其数据结构设计 总被引：44，自引：1，他引：44
3维现象随着研究领域的不同，描述空间实体的方法存在较大差异，不可能设计一种数据模型来适合所有的应用领域，应根据研究领域空间实体分布特征，设计出专用的3维空间数据模型。本文对传统的3维数据模型进行了分析，以地质勘探工程的各种3维空间对象为研究背景，提出了适合地质勘探工程的矢量与栅格集成的面向对象混合数据模型，以复杂体－体－面－线－点对象之间的逻辑关系来建立对象之间的拓扑关系，设计了部分对象的数据结构，并以一玢岩型铁矿床为例，对数据结构进行了描述。 相似文献
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广泛运用Web和分布式地理信息系统(WGIS/DGIS)有利于共享的空间数据库组织之间和用户通过互连网进行数据交换。不过,这些系统和应用软件的互操作性仍然是一个不能解决的问题,直到最近出版的地理标记语言(GML)标准的出现,这一问题才得到了解决。GML是一个新的实施规范并提供中立的框架为定义地理空间应用模式和对象的可扩展标记语言(XML)的文档。XML迅速成为一个事实上的标准电子数据交换之间的Web应用程序,然而,传统的数据库查询语言,在其目前的形式下并不适合直接查询和更新XML库。由W3C提出的XQuery查询语言为XML提供了强大的查询功能,但它缺乏支持空间查询,本文主要研究具有空间查询的语言GML-QL。 相似文献
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基于SketchUp6．0,ArcGIS软件平台,研究了地下空间信息3维可视化的实现过程,强调利用ArcEngine接15／功能函数、3维几何对象Multipatch实现某些规则地下空间信息的参数化3维建模。对于AutoCAD数据,采取数据格式转换与ArcEngine编程两种方式实现数据3维可视化及入库。另外,从空间信息管理系统的角度,阐述了地下空间信息系统的结构、数据库组织管理及功能实现,并结合相关应用给予说明。 相似文献
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煤矿地理信息系统数据模型的研究 总被引：25，自引：0，他引：25
地下煤矿开采所面对的空间目标具有灰色、动态变化的特征。本文在分析煤矿空间信息特点的基础上,提出了实用于煤矿的地理信息系统数据模型。这些数据模型包括全要素的结构化不规则三角网（ＴＩＮ）与ＧＩＳ一体化数据模型以及网状模型。 相似文献
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面向对象的GIS结构设计 总被引：3，自引：0，他引：3
本文提出了一种以地理实体为中心加空间数据结构模型－面向对象的ＧＩＳ结构模型。在此基础上，讨论了利用规范关系存贮ＧＩＳ中的各种基本数据，以及用ＮＦ２（Ｎｏｎ－ＦｉｒｓｔＮｏｒｍａｌ－Ｆｏｒｍ）的嵌套结构描述和构造面向对象的几何数据，从而实现了面向对象的ＧＩＳ结构设计与管理，提高了ＧＩＳ系统的生命力，简化了系统的开发进程。 相似文献
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The aim of matching spatial data at different map scales is to find corresponding objects at different levels of detail (LODs) that represent the same real-world phenomena. This is a prerequisite for integrating, evaluating and updating spatial data collected and maintained at various scales. However, matching spatial data is not straightforward due to the ambiguities caused by problems like many-to-many correspondence, non-systematic displacement and different LODs between data sets. This paper proposes an approach to matching areal objects (e.g. buildings) based on relaxation labeling techniques widely applied in pattern recognition and computer vision. The underlying idea is to utilize contextual information (quantified by compatibility coefficient) in an iterative process, where the ambiguities are reduced until a consistent matching is achieved. This paper describes (1) a domain-specific extension to previous relaxation schemes and (2) a new compatibility coefficient that exploits relative relationships between areal object pairs in spatial data. Our approach were validated through extensive experiments using building data sets at 1:10k and 1:50k as an example. Our contextual approach showed superior performance against a non-contextual approach in general and especially in ambiguous situations. The proposed approach can also be applied to matching other areal features and/or for a different scale range. 相似文献
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《制图学和地理信息科学》2013,40(4):317-331
Automation of map generalization requires facilities to monitor the spatial relationships and interactions among multiple map objects. An experimental map generalization system has been developed which addresses this issue by representing spatial objects within a simplicial data structure (SDS) based on constrained Delaunay triangulation of the source data. Geometric generalization operators that have been implemented include object exaggeration, collapse, amalgamation, boundary reduction and displacement. The generalization operators exploit a set of primitive SDS functions to determine topological and proximal relationships, measure map objects, apply transformations, and detect and resolve spatial conflicts. Proximal search functions are used for efficient analysis of the structure and dimensions of the intervening spaces between map objects. Because geometric generalization takes place within a fully triangulated representation of the map surface, the presence of overlap conflicts, resulting from individual operators, can be detected due to the introduction of singularities in the triangulation, the structure of which is used to generate displacement vectors to resolve the conflict. Examples of the application of the implemented operators are described and illustrated using large scale topographic map data. 相似文献
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本文介绍基于FME空间数据转换系统。以基础地理信息数据为例,在AutoCAD格式数据与GIS格式数据之间构建映射关系文件,实现CAD数据到GIS数据转换的过程和方法。 相似文献
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GIS中多源空间数据集成方法研究 总被引：1，自引：0，他引：1
针对GIS中存在的空间数据多源化问题,分析了空间数据多源化产生的原因和表现形式,并从空间数据应用角度出发,详细阐述了数据格式转换法、坐标系转换与投影变换法、几何纠正法等三种常用空间数据集成方法的基本原理。 相似文献
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随着GIS在地质中的应用,地质GIS数据模型在几何描述与表达方面日趋完善,但是对地质构造现象的语义描述与表达却较为有限,制约了地质研究者对地质GIS地理解与应用。为了增强地质GIS数据模型中的语义信息,本文采用面向对象的方法,通过地质对象来统一描述和表达地质构造现象的几何与语义特征,设计了几何与语义统一的区域地质构造GIS数据模型。本文设计了基于"词汇概念-名词解释-几何图例"的地质构造现象的语义三角描述方法。依据区域地质构造的语义特征,采用线性分类法将区域地质构造现象划分为3个大类、10个中类和33个小类,在此基础上定义了地质构造现象的基本要素集和要素类,并基于地质对象之间的几何和语义关系,建立了区域地质构造现象要素的基本几何网络。采用ArcGIS Diagrammer Geodatabase建模工具,构建了几何与语义统一的地质GIS数据模型。最后,以宁镇山脉区域地质构造现象为例对该数据模型进行了试验验证,结果表明该模型具有较好的实用性。 相似文献
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室内空间数据模型的表达能力是影响室内位置服务的关键因素，在进行室内空间位置服务之前，需要建立能够表达室内空间复杂特征的模型。针对这一需求，本文提出了一种多元混合室内空间模型，该模型基于传统的对象特征模型、几何空间模型和符号空间模型，通过其表达的几何和拓扑特征的优化组合来实现，可充分表达室内位置和目标间的连通关系，满足室内位置服务需求。针对大量应用程序需要相同的数据模型进行导航分析和信息交换，本文提出了一种使用IndoorGML描述室内空间模型的方法，该方法可实现室内空间模型信息在各设备端的共享。以北京某大型商场为例，建立了多元混合空间模型并使用IndoorGML对其进行描述，最后通过两目标间路径分析证明本文方法的应用价值。 相似文献
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Anderson Chaves Carniel Pedro Vinícius Almeida Borges de Venâncio Markus Schneider 《Transactions in GIS》2023,27(3):900-927
Spatial libraries are core components in many geographic information systems, spatial database systems, and spatial data science projects. These libraries provide the implementation of spatial type systems that include spatial data types and a large diversity of geometric operations. Their focus relies on handling crisp spatial objects, which are characterized by an exact location and a precisely defined extent, shape, and boundary in space. However, there is an increasing interest in analyzing spatial phenomena characterized by fuzzy spatial objects, which have inexact locations, vague boundaries, and/or blurred interiors. Unfortunately, available spatial libraries do not provide support for fuzzy spatial objects. In this article, we describe the R package named fsr, which is based on the Spatial Plateau Algebra and is publicly available at https://cran.r-project.org/package=fsr . Our tool provides methods for building fuzzy spatial objects as spatial plateau objects and conducting exploratory spatial data analysis by using fuzzy spatial operations. 相似文献