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
Introduction to Data Management Plan (DMP) for Peatland Research and PeatDataHub
Making clinical datasets FAIR
Sequence data submission to ENA
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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Community Resources

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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

Contributors

This material was contributed to by:

orcid logoLuca Pireddu avatar Luca PiredduMarie Josse avatar Marie Josseorcid logoEli Chadwick avatar Eli Chadwickorcid logoKhaled Jum'ah avatar Khaled Jum'ahorcid logoSaskia Lawson-Tovey avatar Saskia Lawson-Toveyorcid logoSaskia Hiltemann avatar Saskia Hiltemannorcid logoAndrew Mason avatar Andrew Masonorcid logoEmily Angiolini avatar Emily Angioliniorcid logoXenia Perez Sitja avatar Xenia Perez Sitjaorcid logoMarco Enrico Piras avatar Marco Enrico Pirasorcid logoKevin Frey avatar Kevin Freyorcid logoKatarzyna Kamieniecka avatar Katarzyna Kamienieckaorcid logoGabriela Lopez-Gonzalez avatar Gabriela Lopez-Gonzalezorcid logoSabrina Zander avatar Sabrina Zanderorcid logoPaul De Geest avatar Paul De Geestorcid logoYvan Le Bras avatar Yvan Le Brasorcid logoBjörn Grüning avatar Björn Grüningorcid logoSara Morsy avatar Sara MorsyStella Eggels avatar Stella Eggelsorcid logoPhilippe Rocca-Serra avatar Philippe Rocca-Serraorcid logoCristina Martins Rodrigues avatar Cristina Martins RodriguesLaura Cooper avatar Laura Cooperorcid logoBranka Franicevic avatar Branka Franicevicorcid logoJulia Jakiela avatar Julia Jakielaorcid logoMartin Kuhl avatar Martin Kuhlorcid logoBruno P. Kinoshita avatar Bruno P. Kinoshitaorcid logoWendi Bacon avatar Wendi BaconSonal Henson avatar Sonal Hensonorcid logoNick Juty avatar Nick JutyLaura Cooper avatar Laura Cooperorcid logoHelena Rasche avatar Helena Rascheorcid logoMunazah Andrabi avatar Munazah AndrabiKorneel Hens avatar Korneel HensSandra Ng avatar Sandra Ngorcid logoPeter Sefton avatar Peter Seftonorcid logoRobert Andrews avatar Robert Andrewsorcid logoNicola Soranzo avatar Nicola SoranzoGareth Price avatar Gareth Priceorcid logoStian Soiland-Reyes avatar Stian Soiland-Reyesorcid logoKrzysztof Poterlowicz avatar Krzysztof PoterlowiczKellie Snow avatar Kellie Snoworcid logoSimone Leo avatar Simone Leoorcid logoDominik Brilhaus avatar Dominik BrilhausTim Beck avatar Tim Beck

Funding

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