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The METACLIP semantic provenance framework for climate products

AuthorsBedia, Joaquín ; San-Martín, Daniel; Iturbide, Maialen; Herrera, S. ; Manzanas, R. ; Gutiérrez, José M.
Climate services
Resource description framework
Earth science information
Issue Date2019
CitationEnvironmental Modelling and Software 119: 445-457 (2019)
AbstractHaving an effective way of dealing with data provenance is a necessary condition to ensure reproducibility, helping to build trust and credibility in research outcomes and the data products delivered. METACLIP (METAdata for CLImate Products) is a language-independent framework envisaged to tackle the problem of climate product provenance description. The solution is based on semantics exploiting the web standard Resource Description Framework (RDF), building on domain-specific extensions of standard vocabularies (e.g., PROV-O) describing the different aspects involved in climate product generation. We illustrate METACLIP through an example application within the open source R computing environment, generating a climate product for which full provenance information is recorded. Finally, the METACLIP Interpreter, a web-based interactive front-end for metadata visualization is presented, helping a diversity of users with different levels of expertise to trace and understand the provenance of a wide variety of climate data products, and to fully reproduce them.
Publisher version (URL)https://doi.org/10.1016/j.envsoft.2019.07.005
Identifiersdoi: 10.1016/j.envsoft.2019.07.005
issn: 1364-8152
e-issn: 1873-6726
Appears in Collections:(IFCA) Artículos
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