001051956 001__ 1051956 001051956 005__ 20260120203623.0 001051956 0247_ $$2doi$$a10.5281/ZENODO.16870779 001051956 0247_ $$2datacite_doi$$a10.34734/FZJ-2026-00637 001051956 037__ $$aFZJ-2026-00637 001051956 041__ $$aEnglish 001051956 1001_ $$0P:(DE-Juel1)133034$$aSchlenz, Hartmut$$b0$$eCorresponding author 001051956 245__ $$aResearch Data Management - A Practical Introduction 001051956 250__ $$aV 1.0 001051956 260__ $$azenodo.org$$bZenodo$$c2025 001051956 300__ $$a103 pages 001051956 3367_ $$2BibTeX$$aBOOK 001051956 3367_ $$0PUB:(DE-HGF)3$$2PUB:(DE-HGF)$$aBook$$bbook$$mbook$$s1768896831_24920 001051956 3367_ $$2DataCite$$aOutput Types/Book 001051956 3367_ $$2ORCID$$aBOOK 001051956 3367_ $$01$$2EndNote$$aBook 001051956 3367_ $$2DRIVER$$abook 001051956 520__ $$aThe motivation for this best practice manual for research data management (RDM) resulted from many discussions and interviews that we conducted with users from the engineering and natural sciences communities. It became clear again and again that a practice-oriented guide for real research data management is missing and urgently needed. The available, more theoretically oriented presentations are generally only of limited help in practical application. For example, they do not explain how to specifically write a data management plan (DMP) and what third-party funding bodies look out for. Even for the practical operation of an electronic laboratory notebook (ELN), users are almost exclusively dependent on the manuals of the respective system, which represents a major hurdle for many users. Legal issues are also often a problem, for example when it comes to granting licenses or using external data. We have therefore decided to write this best practice handbook for RDM in order to close these gaps and provide free practical help for scientists. For example, we go into detail about how to write a DMP, explain the legal aspects of RDM that need to be taken into account in everyday life, show examples of how to use and operate the open-source electronic lab note-books JuliaBase, eLabFTW and Kadi4Mat, discuss aspects of data quality and analysis and which open-source software can be used for this purpose. We show how data can be exchanged and tracked between different ELNs and we demonstrate the publication of data. We also explain how research data can be used and reused for machine learning and what requirements must be met for this. Finally, we explain secure ways of permanently storing data and provide helpful tips and references for finding further information. 001051956 536__ $$0G:(DE-HGF)POF4-899$$a899 - ohne Topic (POF4-899)$$cPOF4-899$$fPOF IV$$x0 001051956 536__ $$0G:(GEPRIS)442146713-CADEN$$aNFDI4Ing Task Area CADEN - Task Area CADEN – provenance tracking of physical samples and data samples (442146713-CADEN)$$c442146713-CADEN$$x1 001051956 588__ $$aDataset connected to DataCite 001051956 650_7 $$2Other$$aResearch data management 001051956 650_7 $$2Other$$aBest-Practice 001051956 650_7 $$2Other$$aManual 001051956 650_7 $$2Other$$aHandbook 001051956 650_7 $$2Other$$aELN 001051956 650_7 $$2Other$$aElectronic Lab Notebook 001051956 650_7 $$2Other$$aJuliabase 001051956 650_7 $$2Other$$aeLabFTW 001051956 650_7 $$2Other$$aKadi4Mat 001051956 650_7 $$2Other$$aSciMesh 001051956 7001_ $$0P:(DE-Juel1)130222$$aBronger, Torsten$$b1 001051956 7001_ $$0P:(DE-HGF)0$$aSelzer, Michael$$b2 001051956 7001_ $$0P:(DE-HGF)0$$aNestler, Britta$$b3 001051956 7001_ $$0P:(DE-Juel1)194454$$aEnahoro, Salome Ehinomen$$b4$$ufzj 001051956 7001_ $$0P:(DE-Juel1)194964$$aRiem, Leo$$b5$$ufzj 001051956 773__ $$a10.5281/ZENODO.16870779 001051956 8564_ $$uhttps://juser.fz-juelich.de/record/1051956/files/Researchdatamanagement_BestPractice_Manual_english.pdf$$yOpenAccess 001051956 909CO $$ooai:juser.fz-juelich.de:1051956$$popenaire$$popen_access$$pVDB$$pdriver$$pdnbdelivery 001051956 9101_ $$0I:(DE-588b)5008462-8$$6P:(DE-Juel1)133034$$aForschungszentrum Jülich$$b0$$kFZJ 001051956 9101_ $$0I:(DE-588b)5008462-8$$6P:(DE-Juel1)130222$$aForschungszentrum Jülich$$b1$$kFZJ 001051956 9101_ $$0I:(DE-588b)5008462-8$$6P:(DE-Juel1)194454$$aForschungszentrum Jülich$$b4$$kFZJ 001051956 9101_ $$0I:(DE-588b)5008462-8$$6P:(DE-Juel1)194964$$aForschungszentrum Jülich$$b5$$kFZJ 001051956 9131_ $$0G:(DE-HGF)POF4-899$$1G:(DE-HGF)POF4-890$$2G:(DE-HGF)POF4-800$$3G:(DE-HGF)POF4$$4G:(DE-HGF)POF$$aDE-HGF$$bProgrammungebundene Forschung$$lohne Programm$$vohne Topic$$x0 001051956 915__ $$0StatID:(DE-HGF)0510$$2StatID$$aOpenAccess 001051956 915__ $$0LIC:(DE-HGF)CCBYSA4$$2HGFVOC$$aCreative Commons Attribution-ShareAlike CC BY-SA 4.0 001051956 920__ $$lyes 001051956 9201_ $$0I:(DE-Juel1)IMD-2-20101013$$kIMD-2$$lWerkstoffsynthese und Herstellungsverfahren$$x0 001051956 9201_ $$0I:(DE-Juel1)ZB-20090406$$kZB$$lZentralbibliothek$$x1 001051956 980__ $$abook 001051956 980__ $$aVDB 001051956 980__ $$aUNRESTRICTED 001051956 980__ $$aI:(DE-Juel1)IMD-2-20101013 001051956 980__ $$aI:(DE-Juel1)ZB-20090406 001051956 9801_ $$aFullTexts