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Metadata management for integration and analysis of earth observation data

机译:整合和分析地球观测数据的元数据管理

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Earth observation technologies have developed rapidly during the last decades. Substantial amounts of earth observation data have been acquired and stored among the literature and databases of various research fields such as climatology, oceanography, agriculture, and ecology. Analysis and integration of such data might produce valuable data products to promote understanding of the global environment, and to solve global environmental issues. However, most institutions store and manage their Earth observation data in their own manner, with little metadata. Scientists have to struggle hard to search for valuable data from data out of their research domain and seek their usage. In this paper we introduce a conceptual model for earth observation data. Utilizing a model to express earth observation item associated with ontologies, The model is an simple quintuple with information extracted from conventional data models, and is used to uniquely determine portions of earth observation data, which enables flexible annotation of earth observation data. We also introduce our systems for metadata management and user interfaces for encouraging user annotations of earth observation data that can help scientists discover and understand useful data that can support their research.
机译:在过去的几十年中,地球观测技术得到了飞速发展。在诸如气候学,海洋学,农业和生态学等各种研究领域的文献和数据库中,已经获取并存储了大量的地球观测数据。此类数据的分析和集成可能会产生有价值的数据产品,以增进对全球环境的了解并解决全球环境问题。但是,大多数机构都以自己的方式存储和管理自己的地球观测数据,几乎没有元数据。科学家们必须为从研究范围之外的数据中寻找有价值的数据并寻求其使用而奋斗。在本文中,我们介绍了地球观测数据的概念模型。该模型利用表示与本体相关的地球观测项目的模型,是一个简单的五元组,具有从常规数据模型中提取的信息,用于唯一确定地球观测数据的各个部分,从而可以灵活地注释地球观测数据。我们还将介绍用于元数据管理和用户界面的系统,以鼓励用户对地球观测数据进行注释,以帮助科学家发现和理解可以支持其研究的有用数据。

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