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A Provenance-Based Approach for Reusing Biodiversity Data Products

机译:一种基于出种的基于方法,用于重用生物多样性数据产品

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In the last decade, several advances have been made in the publication and sharing of biodiversity data. The adoption of metadata standards and communication protocols has enabled improvements in interoperability between systems and distributed databases. However, to reuse these available data for experiments and decision-making processes, scientists need additional information about the data origins to enable its evaluation and traceability. In this paper, we propose an approach for managing provenance metadata through a computational architecture based on services and web standards. We demonstrate the application of our approach and show its practical usefulness by evaluating this architecture to manage provenance metadata generated during an ecological niche modeling. The results of our experiment show that this approach is effective in collecting and managing the provenance metadata of data products and their processes, storing these metadata in a standardized way and allowing their discovery and retrieval through the Web.
机译:在过去的十年中,出版和共享了生物多样性数据的若干进步。通过元数据标准和通信协议的采用在系统和分布式数据库之间启用了互操作性的改进。但是,为了重用这些可用数据进行实验和决策过程,科学家需要有关数据来源的其他信息,以实现其评估和可追溯性。在本文中,我们提出了一种基于服务和Web标准通过计算架构管理出原子化元数据的方法。我们展示了我们的方法的应用,并通过评估这种架构来管理生态利基建模期间产生的出处元数据来表达其实际有用性。我们的实验结果表明,这种方法有效地收集和管理数据产品及其流程的出处元数据,以标准化的方式存储这些元数据并允许他们通过网络发现和检索。

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