Category Archives: Data Science Journal

Posts relating to the data science journal

July 2026: Publications in the Data Science Journal

Title: Automated Retrieval and Analysis of Finnish Cultural Metadata with finna
Author: Akewak Jeba, Julia Matveeva, Leo Lahti
URL: http://doi.org/10.5334/dsj-2026-027
Title: Insects in the Mail, a Quantitative Analysis of Charles Robertson’s Scientific Correspondence
Author: Sandi Caldrone, Marcella Lees, Bethany G. Anderson
URL: http://doi.org/10.5334/dsj-2026-026
Title: Work Plans: A Tool for Suggesting Implementation Strategies to Improve the FAIRness of Data Repositories
Author: Nancy J. Hoebelheinrich, Ismael Kherroubi Garcia, Christopher Erdmann, Julianne Christopher, Lisa M. Mayer, Darya Pokutnaya, Christine R. Kirkpatrick
URL: http://doi.org/10.5334/dsj-2026-025
Title: A Structured Examination of Reproducibility: A Case Study for HTS Using the PRIMAD Model and BioCompute Object
Author: Meznah Aloqalaa, Stian Soiland-Reyes, Carole Goble
URL: http://doi.org/10.5334/dsj-2026-024
Title: MatSci-YAMZ: Integrating Human and Artificial Intelligence Vocabulary
Author: Scott McClellan, Addison Ireland, Colton Gerber, Joel Pepper, Christopher B. Rauch, Mat Kelly, John Kunze, Jane Greenberg
URL: http://doi.org/10.5334/dsj-2026-023
Title: Indigenous Data Governance – Laying the Groundwork for a Broader Dialogue in the Aftermath of Truth and Reconciliation Committees in Sápmi
Author: Susanna Ragnhild A. Siri, Sara Elle Gaup, Trond Trosterud, Sjur Nøstebø Moshagen, Christina Storm Mienna, Ann Ragnhild Broderstad, Máret J. Heatta, Eva Josefsen, Else Grete Broderstad, Rauna Kuokkanen, Per Axelsson
URL: http://doi.org/10.5334/dsj-2026-022

 

June 2026: Publications in the Data Science Journal

Title: Universal Mandates vs. Contextual Realities: A Scoping Review of Ethical Tensions and Power Asymmetries in Global Open Science
Author: Mthokozisi Masumbika Ncube, Josiline Chigwada, Patrick Ngulube
URL: http://doi.org/10.5334/dsj-2026-021
Title: FAIR Data in Action: The User-Centric Software Suite FAIRSave for Fully Digital, Data-Driven Studies in Materials Science
Author: Malte L. Flachmann, Ilia T. Bagov, Nick T. Garabedian, Christian Greiner
URL: http://doi.org/10.5334/dsj-2026-020

 

May 2026: Publications in the Data Science Journal

Title: Correction: Building Responsible and Sustainable Open Data Literacy Skills for Early Career Researchers: A Decade of the SoRDS Programme
Author: Shaily Gandhi, Steve Diggs, Marcela Alfaro Córdoba, Louise Bezuidenhout, Raphael Cobe, Sara El Jadid, Bianca Peterson, Robert Quick, Hugh Shanahan, Shanmugasundaram Venkataraman, Ekpe Okorafor, Veerle Van den Eynden
URL: http://doi.org/10.5334/dsj-2026-019
Title:  Enabling the Reuse of Personal Data in Research: A Classification Model for Legal Compliance
Author: Eduard Mata i Noguera, Ruben Ortiz Uroz, Ignasi Labastida i Juan
URL: http://doi.org/10.5334/dsj-2026-018
Title:  On the Darwin Core Term dwc:habitat, and the Need to Adopt a European Vocabulary Based on NATURA2000 and EUNIS Classifications, with a Comment on International Applicability
Author: Roberto Pizzolotto, Fabiola Durante, Wouter Dekoninck
URL: http://doi.org/10.5334/dsj-2026-017
Title:  Certification Frameworks for Scientific Data Repositories: Strengthening Repository Trustworthiness
Author: David Castle, Daniela Santos Oliveira, Dale Peters, Claudia Bauzer Medeiros, Ioana Popescu, Devika Madalli, Rebecca Koskela, Meredith Goins, Suzie Allard
URL: http://doi.org/10.5334/dsj-2026-016

 

April 2026: Publications in the Data Science Journal

Title: Open Science, Health Data and Epistemic Harms: A Multidisciplinary Reflection
Author: Tatenda Chatikobo, Frances Griffiths, Nikita Hayden, Gary Leeming, Ankita Mishra, Eva Morris, Luca Schirru, Nathanael Sheehan, Andrew Williams, Sharifah Sekalala
URL: http://doi.org/10.5334/dsj-2026-015
Title: FAIR Data Workflow Implementation and Assessment for Ion-Exchange Chromatography in Plasma Science
Author:  Robert Wagner, Ron Henkel, Kristina Yordanova, Dagmar Waltemath, Markus M. Becker
URL: http://doi.org/10.5334/dsj-2026-014

 

March 2026: Publications in the Data Science Journal

Title: Publishing Fine-grained Standardized Metadata – Lessons Learned from Three Research Data Centers
Author: Knut Wenzig, Andreas Daniel, Dominique Hansen, Tobias Koberg, Mihaela Tudose
URL: http://doi.org/10.5334/dsj-2026-013
Title: Building Responsible and Sustainable Open Data Literacy Skills for Early Career Researchers: A Decade of the SoRDS Programme
Author: Shaily Gandhi, Steve Diggs, Marcela Alfaro Córdoba, Louise Bezuidenhout, Raphael Cobe, Sara El Jadid, Bianca Peterson, Robert Quick, Hugh Shanahan, Shanmugasundaram Venkataraman, Ekpe Okorafor, Veerle Van den Eynden
URL: http://doi.org/10.5334/dsj-2026-012
Title: Correction: Essential Aspects of Tools for Developing Scientific Data Management Plans
Author: Fabiano Couto Corrêa Silva, Sandra de Albuquerque Siebra, Laura Vilela Rodrigues Rezende, Alexandre Faria de Oliveira, Denise Oliveira de Araújo
URL: http://doi.org/10.5334/dsj-2026-011
Title: Aligning NASA Earth Science Data Stewardship with FAIR Principles: Outcomes, Recommendations, and Future Directions
Author: Ge Peng, Hampapuram K. Ramapriyan, Yaxing Wei, Bhaskar Ramachandran, Gao Chen, Zhong Liu, David F. Moroni, Edward M. Armstrong, Rudiger Gens
URL: http://doi.org/10.5334/dsj-2026-010
Title: Things Fall Apart: Lessons from a Defunded Data Repository
Author: Alex de Sherbinin
URL: http://doi.org/10.5334/dsj-2026-009

 

February 2026: Publications in the Data Science Journal

Title: FIP Check: A Rubric-Based Tool for Assessing FAIR Implementation Profiles and Enabling Resources
Author: Sungha Kang, John Graybeal, Barbara Magagna, Erik Schultes, Nancy Hoebelheinrich, Chris Erdmann, Ismael Kherroubi Garcia, Julianne Christopher, Christine R. Kirkpatrick
URL: http://doi.org/10.5334/dsj-2026-008
Title: Development of Technology Convergence Assessment Framework for Poly crisis
Author: Rania Elsayed Ibrahim, Tshiamo Motshegwa, Abdelaziz Elfadaly, Alaa A. Elbiomy, Mai Ramadan Ibraheem
URL: http://doi.org/10.5334/dsj-2026-007
Title: Bridging the Data Discovery Gap: User-Centric Recommendations for Research Data Repositories
Author: Mingfang Wu, Felicitas Löffler, Brigitte Mathiak, Fotis Psomopoulos, Uwe Schindler, Amir Aryani, Jordi Bodera Sempere, Antica Culina, Andreas Czerniak, Chris Erdmann, Kathleen Gregory, Nick Juty, Allyson Lister, Ying-Hsang Liu, Samantha Pearman-Kanza
URL: http://doi.org/10.5334/dsj-2026-006
Title: Essential Aspects of Tools for Developing Scientific Data Management Plans
Author: Fabiano Couto Corrêa Silva, Sandra de Albuquerque Siebra, Laura Vilela Rodrigues Rezende, Alexandre Faria de Oliveira, Denise Oliveira de Araújo
URL: http://doi.org/10.5334/dsj-2026-005
Title: Data Management in a Community-Based Birth Cohort: What the SEMILLA Study Teaches Us
Author: Nataly Cadena, Fadya Orozco, Stephanie Montenegro, Fabián Muñoz, Alexis J. Handal
URL: http://doi.org/10.5334/dsj-2026-004
Title: Implementing the FAIR and CARE Principles Simultaneously: Emerging Insights from IPBES
Author:  Renske M. Gudde, Rainer M. Krug, Yanina V. Sica, Howard P. Nelson, Félicie Françoise, Manuela Gómez-Suárez, Aidin Niamir
URL: http://doi.org/10.5334/dsj-2026-003

 

January 2026: Publications in the Data Science Journal

Title: Author Once, Publish Everywhere: Portable Metadata Authoring with the CEDAR Embeddable Editor
Author: Martin J. O’Connor, Marcos Martínez-Romero, Attila L. Egyedi, Mete U. Akdogan, Michael V. Dorf, Mark A. Musen
URL: http://doi.org/10.5334/dsj-2026-002
Title: Integrating Machine Learning Standards in Disseminating Machine Learning Research
Author: Scott C. Edmunds, Nicole Nogoy, Qing Lan, Hongfang Zhang, Yannan Fan, Hongling Zhou, Chris Armit
URL: http://doi.org/10.5334/dsj-2026-001

 

December 2025: Publications in the Data Science Journal

Title: Mapping Research Data at the University of Bologna
Author: Chiara Basalti, Giulia Caldoni, Sara Coppini, Bianca Gualandi, Mario Marino, Francesca Masini, Silvio Peroni
URL: http://doi.org/10.5334/dsj-2025-038
Title: Benchmarking Tabular Data Synthesis: Evaluating Tools, Metrics, and Datasets on Prosumer Hardware for End-Users
Author: Maria Fernanda Davila Restrepo, Benjamin Wollmer, Fabian Panse, Wolfram Wingerath
URL: http://doi.org/10.5334/dsj-2025-037
Title: Research Data Management Practices Across the Research Data Lifecycle and Their Potential for Collaboration in an International Higher Education Alliance
Author: Sonja N. Kralj, Matthias Landwehr
URL: http://doi.org/10.5334/dsj-2025-036
Title: Data Organization Made Easy: Comprehensive Folder Structure Template for Early Career Life/Natural Science Researchers
Author: Yasmin Demerdash, Ron Dockhorn, Jeanne Wilbrandt
URL: http://doi.org/10.5334/dsj-2025-035
Title: A Closer Look at Seabird and Marine Mammal Bycatch Data in Alaska’s Longline Groundfish and Pacific Halibut Fisheries: A Reassessment with Open Access and Machine Learning Ensembles Explicit in Space and Time Shows Deficiencies
Author: Simone Tava, Falk Huettmann
URL: http://doi.org/10.5334/dsj-2025-034

November 2025: Publications in the Data Science Journal

Title: Digital Transformation in Materials Science: A User Journey of Nanoindentation, Image Analysis and Simulations
Author: Hanna Tsybenko, Sarath Menon, Fei Chen, Abril Azocar Guzman, Katharina Grünwald, Steffen Brinckmann, Tilmann Hickel, Tim Dahmen, Volker Hofmann, Stefan Sandfeld, Ruth Schwaiger
URL: http://doi.org/10.5334/dsj-2025-033
Title: How the DS-I Africa Consortium Is Harnessing the Power of Partnerships for Data Science in Africa
Author: Francis E. Agamah, Amit Mistry, Tino Muzambi, Gifty Dankyi, Laura Povlich, Michelle Skelton
URL: http://doi.org/10.5334/dsj-2025-032
Title: Evaluation of FAIR Principles in Indigenous Water-Climate-Environment (WCE) Data Repositories
Author: Parisa Sarzaeim, Grace Bulltail
URL: http://doi.org/10.5334/dsj-2025-031