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
Integrating InvenioRDM-compatible Repositories with Galaxy
Uploading Data to Zenodo from Galaxy

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

Learning Pathways

Or have a look at one of our learning pathways involving this topic. Learning pathways are sets of tutorials curated for you by community experts to form a coherent set of lessons around a topic, building up knowledge as you go. We always recommend to follow the tutorials in the order they are listed in the pathway.

Frequently Asked Questions

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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 logoCristina Martins Rodrigues avatar Cristina Martins RodriguesKellie Snow avatar Kellie Snoworcid logoNicola Soranzo avatar Nicola Soranzoorcid logoMarco Enrico Piras avatar Marco Enrico Pirasorcid logoDominik Brilhaus avatar Dominik Brilhausorcid logoBeatriz Serrano-Solano avatar Beatriz Serrano-Solanoorcid logoYvan Le Bras avatar Yvan Le BrasSandra Ng avatar Sandra Ngorcid logoXenia Perez Sitja avatar Xenia Perez SitjaMartin Carrere avatar Martin Carrereorcid logoMartin Kuhl avatar Martin Kuhlorcid logoKevin Frey avatar Kevin Freyorcid logoStian Soiland-Reyes avatar Stian Soiland-Reyesorcid logoMunazah Andrabi avatar Munazah Andrabiorcid logoBruno P. Kinoshita avatar Bruno P. KinoshitaDavid López avatar David Lópezorcid logoBjörn Grüning avatar Björn Grüningorcid logoJulia Jakiela avatar Julia Jakielaorcid logoPaul De Geest avatar Paul De Geestorcid logoRobert Andrews avatar Robert Andrewsorcid logoTeresa Müller avatar Teresa Müllerorcid logoMartin Čech avatar Martin Čechorcid logoEli Chadwick avatar Eli Chadwickorcid logoSaskia Hiltemann avatar Saskia Hiltemannorcid logoSaskia Lawson-Tovey avatar Saskia Lawson-ToveyLaura Cooper avatar Laura Cooperorcid logoAndrew Mason avatar Andrew Masonorcid logoPhilippe Rocca-Serra avatar Philippe Rocca-Serraorcid logoKrzysztof Poterlowicz avatar Krzysztof Poterlowiczorcid logoKhaled Jum'ah avatar Khaled Jum'ahorcid logoGabriela Lopez-Gonzalez avatar Gabriela Lopez-Gonzalezorcid logoSimone Leo avatar Simone Leoorcid logoArmin Dadras avatar Armin Dadrasorcid logoTristan Reynolds avatar Tristan Reynoldsorcid logoLeonid Kostrykin avatar Leonid Kostrykinorcid logoWendi Bacon avatar Wendi Baconorcid logoSabrina Zander avatar Sabrina Zanderorcid logoLuca Pireddu avatar Luca PiredduLaura Cooper avatar Laura CooperStella Eggels avatar Stella Eggelsorcid logoKevin Rue-Albrecht avatar Kevin Rue-AlbrechtGareth Price avatar Gareth Priceorcid logoBranka Franicevic avatar Branka Franicevicorcid logoNick Juty avatar Nick Jutyorcid logoKatarzyna Kamieniecka avatar Katarzyna KamienieckaSonal Henson avatar Sonal Hensonorcid logoHelena Rasche avatar Helena Rascheorcid logoEmily Angiolini avatar Emily AngioliniKorneel Hens avatar Korneel Hensorcid logoSara Morsy avatar Sara Morsyorcid logoPeter Sefton avatar Peter SeftonTim Beck avatar Tim Beckorcid logoMarie Josse avatar Marie Josse

Funding

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