Resources

Data management

• Briney, Kristin. (2015). Data Management for Researchers: Organize, maintain and share your data for research success. First edition. Exeter: Pelagic Publishing.
• Poldrack, R.A. & Gorgolewski, K.J. (2016). Practical Guide for Improving Transparency and Reproducibility in Neuroimaging Research. PLOS Biology, 14(7):e1002506.
• Elgabry, O. (2019). The Ultimate Guide to Data Cleaning. Towards Data Science. https://towardsdatascience.com/the-ultimate-guide-to-data-cleaning- 3969843991d4
• Science Europe. (2018). Practical Guide to the International Alignment of Data Management. https://www.forskningsradet.no/contentassets/e4cd6d2c23cf49d4989bb10c5eea0 87a/se_rdm_practical_guide_final.pdf/
• National Science Foundation. (2008). To Stand the Test of Time: Long-Term Stewardship of Digital Data Sets in Science and Engineering. ARL Workshop on New Collaborative Relationships: The Role of Academic Libraries in the Digital Data Universe. https://www.arl.org/wp-content/uploads/2008/05/digital-data-report-2006.pdf

Creating a DMP

• Michener, W.K. (2015). Ten Simple Rules for Creating a Good Data Management Plan. PLOS Computational Biology, 11(10): e1004525.
• Norwegian Center for Research Data. (n.d.) NSD Data Management Plan. https://nsd.no/arkivering/en/data_management_plan.html
• DataOne’s best practices for the creation of a data management plan https://www.dataone.org/best-practices/plan-data-management-early-yourproject
• UK Data Archive. (n.d.). Create and manage data: planning for sharing.https://www.ukdataservice.ac.uk/manage-data/plan.aspx

File Naming Conventions

• MIT Libraries. Data management and publishing: Organize your files. http://libraries.mit.edu/data-management/store/organize

Coding

• Sandve, G.K. et al. (2013). Ten Simple Rules for Reproducible Computational Research. PLOS Computational Biology, 9(10): e1003285.
• Wilson, G. et al. (2017). Good Enough Practices in Scientific Computing. PLOS Computational Biology, 13(6): e1005510.

Privacy and Anonymization of Data

• Langtvedt, N.J. (2015). Protection of privacy. The Norwegian National Research Ethics Committees. https://www.etikkom.no/en/library/topics/data-protectionand-responsibility-concerning-the-individual/protection-of-privacy/
• Chassang, G. (2017). The impact of the EU general data protection regulation on scientific research. Ecancermedicalscience, 11: 709.
• Schimke N., Kuehler M., Hale J. (2011) Preserving Privacy in Structural Neuroimages. In: Li Y. (eds) Data and Applications Security and Privacy XXV. DBSec 2011. Lecture Notes in Computer Science, vol 6818. Springer, Berlin, Heidelberg

Data Sharing

• Wilkinson et al. (2016). The FAIR Guiding Principles for scientific data management and stewardship. Nature Scientific Data, 3:160018.
• Government.no. (2018). National strategy on access to and sharing of research data.
• https://www.regjeringen.no/en/dokumenter/national-strategy-on-access-to-andsharing-of-research-data/id2582412/
• The Research Council of Norway. (2019). Open Access to Research Data. https://www.forskningsradet.no/en/Adviser-research-policy/open-science/open-access-to-research-data/
• Poldrack, R.A. & Gorgolewski, K.J. (2014). Making big data open: data sharing in neuroimaging. Nature Neuroscience, 17(11): 1510-1517.
• Poldrack, R.A. & Poline, J. (2015). The publication and reproducibility challenges of shared data. Trends in Cognitive Sciences, 19(2): 59-61.
• Mons et al. (2017). Cloudy, increasingly FAIR; revisiting the FAIR Data guiding principles for the European Open Science Cloud. Information Services & Use, 37: 49-56.
• Lynch, C. (2013). The Next Generation of Challenges in the Curation of Scholarly Data. In Ray, J.M. (Ed.) Research Data Management: Practical Strategies for Information Professionals, West Lafayette, IN: Purdue University Press. https://www.cni.org/wp-content/uploads/2013/10/Research-Data-Mgt-Ch19-Lynch-Oct-29-2013.pdf
• Registry of Research Data Repositories from Re3data.org http://service.re3data.org/search

Licencing for Research Data

Data World's overview of data licenses.

Data Preservation

Hoffman, C. (2019). What is a Checksum (and Why Should You Care)?

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