DOIs are unique, persistent identifiers. They are used to identify many things, including datasets. When identifying datasets, placing a DOI into a web-browser will show a landing page. Typically this contains information on how to download the data; however, this info is intended for human consumption: it doesn't support automation.
This mailing list supports the LEAPS IT Special Interest Group (SIG) that is working on a common approach for allowing access to data. The goal is to allow access to (e.g., download) the files in a dataset given only the DOI.
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[1] https://www.desy.de/data_privacy_policy/index_eng.html
[2] https://www.desy.de/datenschutzerklaerung/index_ger.html