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Distributed Catalogue Search of Earth Observation Data.

机译:地球观测数据的分布式目录搜索。

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摘要

Catalogues in different organizations use different metadata information models, catalogue interfaces, and transport protocols to support discovery, access and use of Earth Observation (EO) data. The heterogeneity in these catalogues makes it difficult for scientists to find required data. There have been various efforts on integrating distributed catalogues to facilitate EO data search, however, there still lacks an integrated framework that supports EO data discovery on the dataset level and the data granule level simultaneously. This dissertation addresses this gap and designs an integrated catalogue framework (ICF) to integrate distributed catalogues for EO data products. The ICF presented in this study will enhance EO data search by unifying different models and interfaces used in distributed catalogues and releasing users from the heterogeneity of these geospatial catalogues services. This framework not only offers a harmonized interface for users to access distributed catalogues but also supports two levels of search granularities: 1) keywords-based dataset search and 2) data granule search.;To achieve interoperability for the proposed ICF, two levels of mapping are required for each search granularity: One is the mapping of query language to hide users from the various heterogeneous query interfaces; the other is the metadata information model mapping to offer users not only a consistent mechanism to specify search criteria but also unified and integrated search results. This research adopted the OpenGIS Catalogue Service for Web (CSW) specification as the core-underlying standard and leveraged the concept of mediator and wrappers for resources integration. Search requests are translated to CSW Query Language (CQL) and dispatched to distributed catalogues by mediator. Search results from these catalogues are mapped by wrappers to a format compatible with the CSW 2.0.2 - ISO Metadata Application Profile (OGC 07-045) and the Core Profile derived from the Dublin Core Metadata Element Set. A detailed use case for integrating two different catalogues is described to show the capabilities of this framework to support distributed Earth Observation data search on two levels.
机译:不同组织中的目录使用不同的元数据信息模型,目录接口和传输协议来支持发现,访问和使用地球观测(EO)数据。这些目录的异质性使得科学家很难找到所需的数据。在集成分布式目录以促进EO数据搜索方面已经进行了各种努力,但是,仍然缺少一个集成的框架来支持在数据集级别和数据粒度级别上同时进行EO数据发现。本文解决了这一空白,并设计了一个集成目录框架(ICF)来集成EO数据产品的分布式目录。通过统一分布式目录中使用的不同模型和接口,并使用户摆脱这些地理空间目录服务的异质性,本研究中提出的ICF将增强EO数据搜索。该框架不仅为用户提供了访问分布式目录的统一界面,而且还支持两个级别的搜索粒度:1)基于关键字的数据集搜索和2)数据粒度搜索。;要实现所建议的ICF的互操作性,需要两个级别的映射每个搜索粒度都需要:一个是查询语言的映射,以使用户从各种异构查询界面中隐藏起来;另一个是元数据信息模型映射,它不仅为用户提供指定搜索条件的一致机制,而且还为用户提供统一和集成的搜索结果。这项研究采用了Web的OpenGIS目录服务(CSW)规范作为核心基础标准,并利用中介器和包装器的概念进行资源集成。搜索请求将转换为CSW查询语言(CQL),并由调解员分发到分布式目录。这些目录的搜索结果通过包装程序映射为与CSW 2.0.2-ISO元数据应用程序配置文件(OGC 07-045)和从都柏林核心元数据元素集派生的核心配置文件兼容的格式。描述了集成两个不同目录的详细用例,以显示此框架在两个级别上支持分布式地球观测数据搜索的功能。

著录项

  • 作者

    Wang, Huilin.;

  • 作者单位

    George Mason University.;

  • 授予单位 George Mason University.;
  • 学科 Geodesy.
  • 学位 Ph.D.
  • 年度 2013
  • 页码 142 p.
  • 总页数 142
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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