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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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 logoNick Juty avatar Nick JutySandra Ng avatar Sandra Ngorcid logoDominik Brilhaus avatar Dominik Brilhausorcid logoEmily Angiolini avatar Emily Angioliniorcid logoYvan Le Bras avatar Yvan Le Brasorcid logoPhilippe Rocca-Serra avatar Philippe Rocca-Serraorcid logoEli Chadwick avatar Eli Chadwickorcid logoStian Soiland-Reyes avatar Stian Soiland-Reyesorcid logoWendi Bacon avatar Wendi Baconorcid logoKevin Frey avatar Kevin Freyorcid logoPaul De Geest avatar Paul De Geestorcid logoSaskia Hiltemann avatar Saskia Hiltemannorcid logoXenia Perez Sitja avatar Xenia Perez Sitjaorcid logoHelena Rasche avatar Helena Rascheorcid logoPeter Sefton avatar Peter Seftonorcid logoJulia Jakiela avatar Julia JakielaMarie Josse avatar Marie JosseStella Eggels avatar Stella EggelsLaura Cooper avatar Laura Cooperorcid logoSimone Leo avatar Simone LeoKellie Snow avatar Kellie SnowKorneel Hens avatar Korneel Hensorcid logoMarco Enrico Piras avatar Marco Enrico Pirasorcid logoKrzysztof Poterlowicz avatar Krzysztof Poterlowiczorcid logoSaskia Lawson-Tovey avatar Saskia Lawson-Toveyorcid logoAndrew Mason avatar Andrew Masonorcid logoBjörn Grüning avatar Björn Grüningorcid logoNicola Soranzo avatar Nicola SoranzoGareth Price avatar Gareth Priceorcid logoKhaled Jum'ah avatar Khaled Jum'ahorcid logoSara Morsy avatar Sara Morsyorcid logoMartin Kuhl avatar Martin KuhlLaura Cooper avatar Laura Cooperorcid logoCristina Martins Rodrigues avatar Cristina Martins Rodriguesorcid logoArmin Dadras avatar Armin Dadrasorcid logoLuca Pireddu avatar Luca Piredduorcid logoBruno P. Kinoshita avatar Bruno P. Kinoshitaorcid logoMartin Čech avatar Martin Čechorcid logoGabriela Lopez-Gonzalez avatar Gabriela Lopez-Gonzalezorcid logoRobert Andrews avatar Robert AndrewsSonal Henson avatar Sonal Hensonorcid logoKatarzyna Kamieniecka avatar Katarzyna Kamienieckaorcid logoMunazah Andrabi avatar Munazah AndrabiTim Beck avatar Tim Beckorcid logoSabrina Zander avatar Sabrina Zanderorcid logoBranka Franicevic avatar Branka Franicevic

Funding

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