FAIR Data, Workflows, and Research

These lessons will teach you how to make your research objects more FAIR with practical, hands-on advice.

Material

You can view the tutorial materials in different languages by clicking the dropdown icon next to the slides (slides) and tutorial (tutorial) buttons below.

FAIR Data Management

The FAIR (Findable, Accessible, Interoperable, Reusable) data stewardship created the foundation for sharing and publishing digital assets. These lessons will apply to machine accessibility and emphasize that all digital assets should share data in a way that will enable maximum use and reuse.

Lesson Slides Hands-on Recordings Input dataset Workflows
FAIR in a nutshell
Integrating InvenioRDM-compatible Repositories with Galaxy
Introduction to Data Management Plan (DMP) for Peatland Research and PeatDataHub
Making clinical datasets FAIR
Sequence data submission to ENA
Uploading Data to Zenodo from Galaxy
FAIR data management solutions
FAIR Galaxy Training Material
FAIR Bioimage Metadata
REMBI - Recommended Metadata for Biological Images – metadata guidelines for bioimaging data
FAIRification of an RNAseq dataset

Make workflows FAIR with RO-Crate

This section brought to you by the BY-COVID project, and will teach you how to make your research objects more FAIR with practical, hands-on advice.

Lesson Slides Hands-on Recordings Input dataset Workflows
RO-Crate - Introduction
Workflow Run RO-Crate Introduction
Exporting Workflow Run RO-Crates from Galaxy
RO-Crate in Python
Best practices for workflows in GitHub repositories
Submitting workflows to LifeMonitor

FAIR Pointers

This series of lessons will tackle FAIR from the perspective of the 15 FAIR Principles published in 2016. You will learn about: FAIR and its origins The FAIR Principles and its basic characteristics.

Lesson Slides Hands-on Recordings Input dataset Workflows
FAIR and its Origins
Metadata
Data Registration
Access
Persistent Identifiers

DataPLANT ARCs

This set of tutorials will introduce you to DataPLANT ARCs, and all the relevant tools to create your own ARCs

Lesson Slides Hands-on Recordings Input dataset Workflows
DataPLANT ARCs

Other

Assorted Tutorials

Lesson Slides Hands-on Recordings Input dataset Workflows
An earth-system RO-Crate
Data management in Medicinal Chemistry

Frequently Asked Questions

Common questions regarding this topic have been collected on a dedicated FAQ page . Common questions related to specific tutorials can be accessed from the tutorials themselves.

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Editorial Board

This material is reviewed by our Editorial Board:

orcid logoSimone Leo avatar Simone Leoorcid logoLuca Pireddu avatar Luca Piredduorcid logoStian Soiland-Reyes avatar Stian Soiland-Reyesorcid logoPaul De Geest avatar Paul De Geestorcid logoKatarzyna Kamieniecka avatar Katarzyna Kamienieckaorcid logoKrzysztof Poterlowicz avatar Krzysztof Poterlowicz

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Contributors

This material was contributed to by:

orcid logoJulia Jakiela avatar Julia Jakielaorcid logoArmin Dadras avatar Armin DadrasStella Eggels avatar Stella Eggelsorcid logoSimone Leo avatar Simone LeoLaura Cooper avatar Laura Cooperorcid logoTristan Reynolds avatar Tristan Reynoldsorcid logoNicola Soranzo avatar Nicola Soranzoorcid logoMartin Čech avatar Martin Čechorcid logoAndrew Mason avatar Andrew Masonorcid logoXenia Perez Sitja avatar Xenia Perez SitjaMarie Josse avatar Marie Josseorcid logoEli Chadwick avatar Eli Chadwickorcid logoKevin Frey avatar Kevin Freyorcid logoLuca Pireddu avatar Luca Piredduorcid logoPeter Sefton avatar Peter Seftonorcid logoSaskia Lawson-Tovey avatar Saskia Lawson-Toveyorcid logoGabriela Lopez-Gonzalez avatar Gabriela Lopez-GonzalezKorneel Hens avatar Korneel Hensorcid logoRobert Andrews avatar Robert Andrewsorcid logoEmily Angiolini avatar Emily Angioliniorcid logoCristina Martins Rodrigues avatar Cristina Martins Rodriguesorcid logoPhilippe Rocca-Serra avatar Philippe Rocca-Serraorcid logoKatarzyna Kamieniecka avatar Katarzyna Kamienieckaorcid logoMunazah Andrabi avatar Munazah Andrabiorcid logoWendi Bacon avatar Wendi Baconorcid logoHelena Rasche avatar Helena Rascheorcid logoBeatriz Serrano-Solano avatar Beatriz Serrano-SolanoGareth Price avatar Gareth PriceTim Beck avatar Tim BeckLaura Cooper avatar Laura Cooperorcid logoKrzysztof Poterlowicz avatar Krzysztof PoterlowiczKellie Snow avatar Kellie Snoworcid logoLeonid Kostrykin avatar Leonid Kostrykinorcid logoSabrina Zander avatar Sabrina Zanderorcid logoPaul De Geest avatar Paul De Geestorcid logoYvan Le Bras avatar Yvan Le Brasorcid logoKhaled Jum'ah avatar Khaled Jum'ahSandra Ng avatar Sandra Ngorcid logoStian Soiland-Reyes avatar Stian Soiland-Reyesorcid logoSaskia Hiltemann avatar Saskia HiltemannSonal Henson avatar Sonal Hensonorcid logoNick Juty avatar Nick Jutyorcid logoBranka Franicevic avatar Branka Franicevicorcid logoSara Morsy avatar Sara Morsyorcid logoBjörn Grüning avatar Björn GrüningDavid López avatar David Lópezorcid logoMarco Enrico Piras avatar Marco Enrico Pirasorcid logoTeresa Müller avatar Teresa Müllerorcid logoBruno P. Kinoshita avatar Bruno P. Kinoshitaorcid logoMartin Kuhl avatar Martin Kuhlorcid logoDominik Brilhaus avatar Dominik Brilhaus

Funding

These individuals or organisations provided funding support for the development of this resource