In a field where complex data sets containing hundreds of thousands of spectra, generated under multiple conditions, support scientific conclusions at the molecular level, the sufficient reporting of the experimental metadata is essential for quality assessment of these conclusions, as well as for a potential reanalysis of the valuable data.
A proposed metadata list includes basic data set information and disciplinary information for experimental geomorphology, including metadata for evaluating data quality and readiness for reuse.
Our control vocabulary for LAGOSLIMNO is provided in Additional file 4. Second, we documented the individual site-level metadata for each water quality dataset using ecological metadata language (EML), which is the community standard for ecological datasets.
The impact of data quality metadata for decision making purposes has been studied [22].
However, if a different set of tweet metadata would need to be utilized for quality evaluation, quality metrics and quality evaluation implementation would need to be modified accordingly.
The description published in the newly launched Biodiversity Data Journal (BDJ) aims to provide a gold standard for not just the quantity and diversity of data available, but for quality and amount of metadata to make this data reusable and interoperable.
The Argo netCDF format includes a complete set of metadata for each profile, with data quality flags, the possibility to record both raw and adjusted data values, and the ability to record applied calibration equations.
We recommend that this phrase be clarified to emphasize the role of the author and/or publisher in assuring the quality of metadata for Plan S compliant publications, specifically that Plan S compliant repositories are responsible for accepting, storing, and making available those metadata when provided by the author and/or publisher.
The criteria for selection of a group representative included length and quality of sequence as well as the quality of the metadata for the sequence (i.e. strain deposited in public database, type strain for a species, human and oral provenance).
The file contains modelling of metadata store, quality rules, and data store for Cassandra.
