What Do We Mean by ‘Version’? Actionable Guidelines for the Versioning of Data
References
- Agarwal, D., Ayliffe, J., Buck, J.J.H., Damerow, J., Parton, G., Stall, S., Stockhause, M. and Wyborn, L.A.I. (with Complex Citation Working Group Members). (2025). Complex citation working group recommendation. Zenodo. Available at: 10.5281/zenodo.14589694
- Altman, M. and King, G. (2007). ‘A proposed standard for the scholarly citation of quantitative data’, D-Lib Magazine, 13(3/4). Available at: 10.1045/march2007-altman
- Bellini, E. (2019). ‘A blockchain based Trusted Persistent Identifier system for Big Data in science’, Foundations of Computing and Decision Sciences, 44(4), pp. 351–377. Available at: 10.2478/fcds-2019-0018
- Bettivia, R.S. (2016). ‘The power of imaginary users: Designated communities in the OAIS reference model’, Proceedings of the Association for Information Science and Technology, 53(1), pp. 1–9. Available at: 10.1002/pra2.2016.14505301038
- Buttigieg, P.L., Cristiano, L., Curdt, C., Ihsan, A.Z., Jejkal, T., Koch, C., Mannix, O., Mohr, D. P., Pirogov, A. and Stucky, K.U. (2022). Guidance on versioning of digital assets (Report HMC Paper 3). HMC Office, GEOMAR Helmholtz Centre for Ocean Research. Available at: 10.3289/HMC_publ_04
- Caccetta, M., Collings, S. and Cudahy, T. (2013). ‘A calibration methodology for continental scale mapping using ASTER imagery’, Remote Sensing of Environment, 139, pp. 306–317. Available at: 10.1016/j.rse.2013.08.011
- Carroll, S.R., Garba, I., Figueroa-Rodríguez, O.L., Holbrook, J., Lovett, R., Materechera, S., Parsons, M., Raseroka, K., Rodriguez-Lonebear, D., Rowe, R., Sara, R., Walker, J.D., Anderson, J. and Hudson, M. (2020). ‘The CARE Principles for Indigenous Data Governance’, Data Science Journal, 19(1),
43 . Available at: 10.5334/dsj-2020-043 - Chodacki, J., Buttrick, A., Alperin, J.P., Dean, C. and Mentis, D. (2025). ‘Infrastructure is a collective responsibility – lessons from scholarly publishing and metadata’, LSE Impact – Understanding Impact and Practice in Academic Research. Available at:
https://blogs.lse.ac.uk/impactofsocialsciences/2025/06/03/infrastructure-is-a-collective-responsibility-lessons-from-scholarly-publishing-and-metadata/ (Accessed: 4 March 2026). - Commonwealth Scientific and Industrial Research Organisation, AuScope, Northern Territory Geological Survey, Geological Survey of Queensland, Department for Energy and Mining, Government of South Australia, Mineral Resources Tasmania, Government of Tasmania, Geological Survey Victoria, and Geological Survey of Western Australia (2023). AuScope Australian National Virtual Core Library (NVCL) Collection (4.1 TB) [Data set]. NCI Australia. Available at: 10.25914/BZTG-RG43
- Consolidation Editorial Group of the IFLA FRBR Review Group, Riva, P., Le Boeuf, P. and Žumer, M. (2024). IFLA Library Reference Model: A Conceptual Model for Bibliographic Information [Reference Model]. International Federation of Library Associations and Institutions. Available at:
https://repository.ifla.org/handle/20.500.14598/40.2 - Costello, M.J. (2009). ‘Motivating online publication of data’, BioScience, 59(5), pp. 418–427. Available at: 10.1525/bio.2009.59.5.9
- Cox, A.M. and Tam, W.W.T. (2018). ‘A critical analysis of lifecycle models of the research process and research data management’, Aslib Journal of Information Management, 70(2), pp. 142–157. Available at: 10.1108/AJIM-11-2017-0251
- Cudahy, T. (2012). Satellite ASTER geoscience product notes for Australia (No. EP125895). Commonwealth Scientific and Industrial Research Organisation. Available at: 10.4225/08/584d948f9bbd1
- Cudahy, T., Caccetta, M., Lau, I., Rodger, A., Laukamp, C., Ong, C., Chia, J., Collings, S., Rankine, T., Fraser, R., Woodcock, R., Vote, J., Warren, P., Thomas, M., Tyler, I., Mauger, A., Close, D., Jones, M. and Abrams, M. (2020). Satellite ASTER geoscience map of Australia (GeoTIFF Version 3). CSIRO Data Access Portal. Available at: 10.4225/08/51400D6F7B335
- Cudahy, T., Caccetta, M., Lau, I., Rodger, A., Laukamp, C., Ong, C., Chia, J., Collings, S., Rankine, T., Fraser, R., Woodcock, R., Vote, J., Warren, P., Thomas, M., Tyler, I., Mauger, A., Close, D., Jones, M. and Abrams, M. (2023). National ASTER map of Australia (Version v1) [Data set]. NCI Australia. Available at: 10.25914/5F224F36EC890
- Cudahy, T., Caccetta, M. and Thomas, M. (2012). Satellite ASTER geoscience product (EP-30–07-12–44; Version 1) [GeoTIFF]. Digital Earth Australia. Available at:
https://data.dea.ga.gov.au/?prefix=ASTER_Geoscience_Map_of_Australia/ (Accessed: 8 August 2026). - DataCite. (2024). Best practices for tombstone pages. DataCite Support. Available at:
https://support.datacite.org/docs/tombstone-pages (Accessed: 9 July 2026). - DataCite Metadata Working Group (with Liffers, M., Robertson, W., Ashton, J., Bernal, I., Devaraju, A., Elger, K., Habermann, T., Harrison, M., Kraus, R., Mathews, I., Medina-Smith, A., Moore, A.V., Padfield, J., Raugh, A., Shallcross, M., Strecker, D., Tarocco, N., Tvrdy, P., Vyčítalová, H., … El-Gebali, S. (2026). DataCite Metadata Schema Documentation for the Publication and Citation of Research Data and Other Research Outputs v4.7 [Text/html]. DataCite e.V. Available at: 10.14454/qdd3-ps68
- DCC. (2010). DCC curation lifecycle model (resources for digital curators). Digital Curation Centre. Available at:
https://www.dcc.ac.uk/resources/curation-lifecycle-model (Accessed: 10 August 2012). - Diepenbroek, M., Edmunds, R., Hugo, W. and Mokrane, M. (2014). Guidelines in respect of metadata granularity (Version 2.1) [Technical Report]. World Data System. Available at:
https://docs.google.com/file/d/0B4qnUFYMgSc-SFNORWFialhnZ3c/edit (Accessed: 16 September 2014). - ESIP Data Readiness Cluster. (2023). Checklist to examine AI-readiness for open environmental datasets. Earth Science Information Partners. Available at:
https://github.com/ESIPFed/data-readiness (Accessed: 20 December 2023). - Fitzpatrick, B., Pilato, C. M. and Collins-Sussman, B. (2009). Version control with subversion. O’Reilly Media, Inc. Available at:
https://svnbook.red-bean.com/ (Accessed: 11 March 2019). - Greenberg, J. (2009). ‘Theoretical considerations of lifecycle modeling: An analysis of the Dryad Repository demonstrating automatic Metadata Propagation, Inheritance, and Value System adoption’, Cataloging & Classification Quarterly, 47(3–4), pp. 380–402. Available at: 10.1080/01639370902737547
- Grune, D. (1986). Concurrent versions system, a method for independent cooperation (Technical Manual IR 113.). Vrije Universiteit. Available at:
https://dickgrune.com/Books/Publications/Concurrent_Versions_System,_a_method_for_independent_cooperation.pdf - ISO. (2019). Date and time—Representations for information interchange. Part 1: Basic rules (ISO 8601-1:2019). ISO. Available at:
https://www.iso.org/standard/70907.html (Accessed: 3 March 2023). - ISO. (2022). Information and documentation—Research activity identifier (RAiD) (ISO 23527:2022; Version 1). Available at:
https://www.iso.org/standard/75931.html (Accessed: 9 February 2026). - Jenkyns, R., Mathiak, B., McNeill, K., Smith, G., Sun, G., Little, C., Jones, B., Elbert, D., Hellström, M., Schabinger, R. and WG, R.D.G. (2025). Guidance on data granularity: Report of the RDA data granularity WG (RDA 127). Research Data Alliance. Available at: 10.15497/RDA00127
- Kale, A., Nguyen, T., Harris, F.C., Li, C., Zhang, J. and Ma, X. (2022). ‘Provenance documentation to enable explainable and trustworthy AI: A literature review’, Data Intelligence, 5(1), pp. 139–162. Available at: 10.1162/dint_a_00119
- Kálmán, T., Kurzawe, D. and Schwardmann, U. (2012).
‘European Persistent Identifier Consortium – PIDs für die Wissenschaft‘ , In R. Altenhöner and C. Oellers (eds) Langzeitarchivierung von Forschungsdaten—Standards und disziplinspezifische Lösungen. Scivero. pp. 151–168. Available at:https://www.ratswd.de/publikationen/langzeitarchivierung-von-forschungsdaten - Klöcking, M., Lehnert, K.A. and Wyborn, L.A.I. (2025).
‘Geochemical databases’ , In A. Anbar and D. Weis (eds) Treatise on Geochemistry 3rd edn, Vol. 8. Elsevier Science. pp. 97–135. Available at: 10.1016/B978-0-323-99762-1.00123-6 - Klump, J., Bertelmann, R., Brase, J., Diepenbroek, M., Grobe, H., Höck, H., Lautenschlager, M., Schindler, U., Sens, I. and Wächter, J. (2006). ‘Data publication in the Open Access Initiative’, Data Science Journal, 5, pp. 79–83. Available at: 10.2481/dsj.5.79
- Klump, J., Huber, R. and Diepenbroek, M. (2016). ‘DOI for geoscience data—How early practices shape present perceptions. Earth’, Science Informatics, 9(1), pp. 123–136. Available at: 10.1007/s12145-015-0231-5
- Klump, J., Pampel, H., Rothfritz, L. and Strecker, D. (2024). Dokumentation des Workshops Forschungsdaten-Publikationen zwischen Dynamik und Persistenz (#PIDsBUA Workshop Report). Berlin University Alliance. Available at: 10.5281/zenodo.12917465
- Klump, J., Wyborn, L., Wu, M. and Elger, K. (2025). Data versioning interest group compilation of data versioning use cases (1.3). Research Data Alliance. Available at: 10.15497/RDA00041
- Klump, J., Wyborn, L.A.I., Wu, M., Downs, R.R., Asmi, A., Ryder, G. and Martin, J. (2020). Final report of the research data alliance data versioning working group—Principles and best practices in data versioning for all data sets big and small (Working Group Final Report). Research Data Alliance. Available at: 10.15497/RDA00042
- Klump, J., Wyborn, L.A.I., Wu, M., Martin, J., Downs, R.R. and Asmi, A. (2021). ‘Versioning data is about more than revisions: A conceptual framework and proposed principles’, Data Science Journal, 20(1), p.
12 . Available at: 10.5334/dsj-2021-012 - Kuprieiev, R., skshetry, Rowlands, P., Petrov, D., Redzyński, P., da Costa-Luis, C., de la Iglesia Castro, D., Schepanovski, A., Shcheklein, I., Gao, Y., Taskaya, B., P, J., Santos, F., Daniele, Lamy, R., Sharma, A., Kaimuldenov, Z., Hodovic, D., Kodenko, N., … Mangal, S. (2026). DVC: Data version control – Git for data & models (Version 3.66.1) [Computer software]. Zenodo. Available at: 10.5281/zenodo.18186937
- Lacan, O. (2023). Keep a changelog V1.1.1. Keep a Changelog. Available at:
https://keepachangelog.com/en/1.1.0/ (Accessed: 19 June 2024). - Lemieux, V. L. (2021). ‘Blockchain and recordkeeping: Editorial’, Computers, 10(11), Article
11 . Available at: 10.3390/computers10110135 - Library of Congress. (2016). BIBFRAME Model, vocabulary, guidelines, examples, analyses. Available at:
https://www.loc.gov/bibframe/docs/index.html - Martinez, C. (2017). Reproducible Research Version Control. Data Carpentries. Available at:
https://datacarpentry.org/rr-version-control/ - Paine, D. and Ramakrishnan, L. (2019).
‘Surfacing data change in scientific work’ , In N. Greene Taylor, C. Christian-Lamb, M.H. Martin and B. Nardi (eds), Information in Contemporary Society Vol. 11420. Springer International Publishing. pp. 15–26. Available at: 10.1007/978-3-030-15742-5_2 - Parsons, M.A., Duerr, R. and Minster, J.B. (2010). ‘Data citation and peer review’, EOS, Transactions, American Geophysical Union, 91(34), pp. 297–298. Available at: 10.1029/2010EO340001
- Parsons, M.A. and Duerr, R.E. (2005). ‘Designating user communities for scientific data: Challenges and solutions’, Data Science Journal, 4, pp. 31–38. Available at: 10.2481/dsj.4.31
- Perez-Riverol, Y., Gatto, L., Wang, R., Sachsenberg, T., Uszkoreit, J., da veiga Leprevost, F., Fufezan, C., Ternent, T., Eglen, S.J., Katz, D.S., Pollard, T.J., Konovalov, A., Flight, R. M., Blin, K. and Vizcaíno, J.A. (2016). ‘Ten simple rules for taking advantage of Git and GitHub’, PLOS Computational Biology, 12(7), p.
e1004947 . Available at: 10.1371/journal.pcbi.1004947 - Rauber, A., Asmi, A., van Uitvanck, D. and Pröll, S. (2016). Data citation of evolving data: recommendations of the working group on data citation (WGDC) [Technical Report]. Research Data Alliance. Available at: 10.15497/RDA00016
- Rauber, A., Parsons, M.A. and Working Group on Data Citation. (2025). Precise, actionable reference to dynamic data: Recommendations of the working group on data citation (WGDC) (Version: 2025-04-04T08:30Z Version 2) (Working Group Recommendation No. RDA00132). Research Data Alliance. Available at: 10.15497/RDA00132
- Rochkind, M.J. (1975). ‘The source code control system’, IEEE Transactions on Software Engineering, SE-1(4), pp. 364–370. Available at: 10.1109/TSE.1975.6312866
- Sicilia, M.A., García-Barriocanal, E., Sánchez-Alonso, S. and Cuadrado, J.J. (2019). ‘Decentralized persistent identifiers: A basic model for immutable handlers’, Procedia Computer Science, 14th International Conference on Current Research Information Systems, CRIS2018, FAIRness of Research Information, 146, 123–130. Available at: 10.1016/j.procs.2019.01.087
- Smiraglia, R.P. (2005). ‘Instantiation: Toward a theory’, Proceedings of the Annual Conference of CAIS Actes Du Congrès Annuel de l’ACSI. Annual Conference of CAIS. Available at: 10.29173/cais310
- Smiraglia, R.P. (2017). ‘Data and metadata instantiation: Use cases and a conceptual model’, Proceedings of the International Conference on Dublin Core and Metadata Applications. Available at: 10.23106/dcmi.952137983
- Soiland-Reyes, S., Sefton, P., Crosas, M., Castro, L.J., Coppens, F., Fernández, J.M., Garijo, D., Grüning, B., La Rosa, M., Leo, S., Ó Carragáin, E., Portier, M., Trisovic, A., RO-Crate Community, Groth, P. and Goble, C. (2022). ‘Packaging research artefacts with RO-Crate’, Data Science, 5(2), pp. 97–138. Available at: 10.3233/DS-210053
- Specht, A., Bryceson, K., Cao, S., O’Brien, M., Guru, S.M., Correa, P.P. and Waycott, M. (2025). ‘A collaborative data network for the Asia Oceania Region enabled by emerging technologies to foster innovation in a secure and open environment’, Data Science Journal, 24(1), pp. 1–15. Available at: 10.5334/dsj-2025-001
- Strecker, D. (2026). ‘How permanent are metadata for research data? Understanding changes in DataCite metadata’, Quantitative Science Studies, 7, 195–213. Available at: 10.1162/QSS.a.407
- Treloar, A.E. and Klump, J. (2019). ‘Updating the data curation continuum: Not just data, still focused on curation, more about domains’, International Journal of Digital Curation, 14(1), pp. 87–101. Available at: 10.2218/ijdc.v14i1.643
- Tsu, H., Yamaguchi, Y. and Kahle, A.B. (1996). ‘ASTER science mission overview’, Infrared Spaceborne Remote Sensing, 2817, pp. 52–59. Available at: 10.1117/12.255200
- UNESCO. (2021). UNESCO recommendation on open science (Programme and Meeting Document SC-PCB-SPP/2021/OS/UROS). UNESCO. Available at: 10.54677/MNMH8546
- Wilkinson, M.D., Dumontier, M., Aalbersberg, I.J.J., Appleton, G., Axton, M., Baak, A., Blomberg, N., Boiten, J.W., Da Silva Santos, L.B., Bourne, P.E., Bouwman, J., Brookes, A.J., Clark, T., Crosas, M., Dillo, I., Dumon, O., Edmunds, S., Evelo, C.T., Finkers, R., … Mons, B. (2016). ‘The FAIR Guiding Principles for scientific data management and stewardship’, Scientific Data, 3(1), p.
160018 . Available at: 10.1038/sdata.2016.18
DOI: https://doi.org/10.5334/dsj-2026-037 | Journal eISSN: 1683-1470
Language: English
Page range: 37 - 37
Submitted on: Apr 23, 2026
Accepted on: Sep 9, 2026
Published on: Sep 22, 2026
Published by: Ubiquity Press
In partnership with: Paradigm Publishing Services
Keywords:
© 2026 Jens Klump, Lesley Wyborn, Mingfang Wu, Dorothea Strecker, Heinz Pampel, Laura Rothfritz, published by Ubiquity Press
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