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A Provenance-Based Approach for Reusing Biodiversity Data Products

机译:基于源的生物多样性数据产品重用方法

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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,生物多样性数据的发布和共享取得了一些进展。元数据标准和通信协议的采用使系统与分布式数据库之间的互操作性得以改善。但是,为了将这些可用数据重新用于实验和决策过程,科学家需要有关数据来源的其他信息,以便对其进行评估和追溯。在本文中,我们提出了一种通过基于服务和Web标准的计算体系结构来管理源元数据的方法。我们通过评估此体系结构来管理生态位建模过程中产生的出处元数据,演示了该方法的应用并展示了其实际实用性。我们的实验结果表明,这种方法可有效地收集和管理数据产品及其过程的起源元数据,以标准化的方式存储这些元数据,并允许它们通过Web进行发现和检索。

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