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The ideal scenario is to hold lots of consumption data, lots of context points and good-quality, consistent metadata, according to Ryder.
Thus, well-organized, consistent metadata are required to produce usable data products from diverse environmental observations collected across field sites.
The undergraduates on this project will be reviewing the audio / video and transcript of oral histories, drafting consistent metadata, excerpting, and flagging discrepancies from a/v to transcripts and/or potentially sensitive content.
A concise and consistent metadata representation makes the semantics of data become interpretable to users and ensures the data can be effectively used and tracked.
In addition, so far as human mesothelioma is concerned, there is no such biorepository available with CDEs based upon clearly defined, uniform and consistent metadata.
The only way in which information from multiple databases can truly be shared and made useful is through the careful use of unambiguous, clearly defined, uniform and consistent metadata.
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As this study shows, it is vital to provide rich and consistent sequence metadata even if the sequences are not identified to species level, and much would be gained if all sequence entries in GenBank were thus annotated.
It is vital that the metagenomics service providers adopt consistent policy toward metadata, metadata standards and user access to associated raw data, so that metagenomes can be interpreted appropriately by researchers.
Is this Data Descriptor, in combination with any repository metadata, consistent with relevant minimum information or reporting standards?
This is followed by descriptions of the programmatic approach used to coordinate multiple access venues by focusing on Python scripting and Google Data APIs to deliver consistent content and metadata to Youtube, Drupal, Endeca/Aleph, and Digital Commons.
Well-structured data and consistent representation of metadata are needed for accurate data integration and cross-study analyses.
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