The METACLIP semantic provenance framework for climate products
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Bedía Jiménez, Joaquín; San Martín Segura, Daniel; Iturbide Martínez de Albéniz, Maialen; Herrera García, Sixto; García Manzanas, Rodrigo; Gutiérrez Llorente, José ManuelFecha
2019-09Derechos
(C) 2019. This manuscript version is made available under the CC-BY-NC-ND 4.0 license
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Environmental Modelling and Software, 2019, 119, 445-457
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Elsevier Ltd
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Resumen/Abstract
Having 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.
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