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

Funding

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