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

Funding

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