INCREASE DATA RE-USE (THROUGH CLARIFYING LICENSES). In order to permit the widest re-use possible, the data must be licensed in a proper manner. As such, research data will become available as soon as possible in the form of machine-readable electronic copies of peer-reviewed articles (conference/journal paper). The work may be protected by the use of appropriate licenses (Creative commons appropriate licenses). As a result, the data originating from research publications will be made available for re-use based on the time required to get peer-reviewed and the final publication acceptance. The research data will become available as soon as the corresponding deliverables are accepted and post-processed to remove IP background. Most of the research data are expected to become available after the end of the project as this is when most of the crucial deliverables are expected to be delivered. Moreover, the sensitive data that require protection or post-processing before publication will remain restricted and will become available for re-use as soon as they are protected through IP rights or post-processed for publication. It is expected that the complete datasets become publicly available for re-use after the full completion of the project. Until that point, information will be provided through peer-reviewed publications. To facilitate and guarantee the re-use of data, a clear history of origin, methodology, data workflows and references will be provided in the final reports. This will be established through the large number of public deliverables that is foreseen for the project. Moreover, keywords will be used to enable more efficient data re-use.
INCREASE DATA RE-USE (THROUGH CLARIFYING LICENSES). All the openly accessible data and corresponding metadata uploaded on Zenodo will be available for re-use, including after the end of the project. The publication and underlying data will be also uploaded in compliance with the 6-month embargo allowed by the EC. Moreover, the POLYPHEM research data uploaded on Zenodo, excepting the data uploaded under closed, embargoed or restricted access, will be in open access under the Creative Common Licenses: Attribution, ShareAlike, Non Commercial, and No Derivatives. For the POLYPHEM data, only three first license types will be applied (see Table 3): Table 3: Creative Commons licenses used for the diffusion and re-use of POLYPHEM data
INCREASE DATA RE-USE (THROUGH CLARIFYING LICENSES). The datasets will be made available for reuse through uploads to the Zenodo community page for the project. In principle, the data will be stored in Zenodo after the conclusion of the project without additional cost. All the research data will be of the highest quality, have long-term validity and will be well documented in order to allow other researchers the ability access and understand them after 5 years. If datasets are updated, the partner that possesses the data has the responsibility to manage the different versions and to make sure that the latest version is available in the case of publicly available data. Quality control of the data is the responsibility of the relevant responsible partner generating the data.
