EuroScienceGateway will leverage a distributed computing network across 13 European countries, accessible via 6 national, user-friendly web portals, facilitating access to compute and storage infrastructures across Europe as well as to data, tools, workflows and services that can be customized to suit researchers’ needs.EuroScienceGateway will deliver a robust, scalable, seamlessly integrated open infrastructure for data-driven research, contributing an innovative and customizable service for ...

Team for general BY-COVID contributions

Presentations and events associated with work in FAIR Guiding Principles for Computational Workflows.

A team that gathers the workflow and workflow-related training activities related to ELIXIR, run by ELIXIR or affiliated to ELIXIR; its Hub, Nodes, platforms and communities

The ELIXIR Tools Platform helps communities find, register and benchmark software tools. These tools help researchers access, analyse and integrate biological data, and so drive scientific discovery across the life sciences.We maintain information standards for these tools, and produce, adopt and promote best practices for their development.

This is a training dataset for use in Galaxy materials science tutorials. These files can be used to demonstrate the AIRSS (Ab-Initio Random Structure Searching) method for finding muon stopping sites, using the UEP (Unperturbed Electrostatic Potential) technique for the optimisation stage of that method.

The files included are:

Si.cell: structure file containing atom locations Si.den_fmt: electron density data, generated with CASTEP Si.castep: CASTEP log file for the electron density calculation ...

Description

This is a training dataset for use in Galaxy materials science tutorials. These files can be compared to the output of simulations by MuSpinSim for dissipation of muon spins.

The files included are:

dissipation_theory.dat: theoretical values formatted as a MuSpinSim output experiment.dat: mock experimental values formatted as a MuSpinSim output

This dataset contains hourly values of 2m air temperature, snow depth and total precipitation from the ERA5-land reanalysis from 2015-01-01 to 2022-12-31.

The geographical area of interest corresponds to the Troms and Finnmark counties in Norway.

Along with 10.5281/zenodo.8142734 this is to be used as input to forecast vegetation browning in Troms and Finnmark using machine learning.

Description

This dataset contains 100m x 100m maps of cover fraction expressed in % ground cover per pixel for 10 base classes including moss & lichen for years 2015 to 2019.

The geographical area of interest corresponds to the Troms and Finnmark counties in Norway.

Along with 10.5281/zenodo.8142713 this is to be used as input to forecast vegetation browning in Troms and Finnmark using machine learning.

This RO-Crate contains a knowledge graph built from RO-Crates on WorkflowHub, enriched with metadata from additional sources. The source code used to create the knowledge graph, including the enrichments, is also included.

This version: 2025-08-29

Also published on Zenodo: https://doi.org/10.5281/zenodo.16995374

canonical record: https://zenodo.org/records/10405036

Source data (GSE182152) was analysed with WFHub:688 to generate these datasets

If your research project is producing workflows, they should be registered in WorkflowHub:

• To give visibility to the workflows created by the project, and by the different networks and communities within the project
• To give visibility to the workflows used by project
• To share workflows across the project, within project networks and externally
• To credit and cite the people making the workflows, and the networks to which they belong
• To track the new versions of workflows as they are ...

The BY-COVID project is producing workflows. We need to register those workflows in WorkflowHub:

1. To give visibility to the workflows created by the project and by the different networks and communities within the project
2. To give visibility to the workflows used by project that were created
3. To share workflows across the project, within project networks and externally
4. To credit and cite the people making the workflows and the networks to which they belong
5. To track the versions of ...

The EuroScienceGateway project is producing and maintaining workflows. We need to register those workflows in WorkflowHub:

• To give visibility to the workflows created by the project and by the different networks and communities within the project
• To give visibility to the workflows used by project that were created
• To share workflows across the project, within project networks and externally
• To credit and cite the people making the workflows and the ...

To make your workflow FAIR (Findable, Accessible, Interoperable, Reusable), register it in WorkflowHub, a workflow registry with rich metadata capture for workflow discovery and sharing, and value-added services, for workflow testing (LifeMonitor), execution and publication.

The EuroScienceGateway, Biodiversity Genomics Europe and BioDT projects will use WorkflowHub to organise, share and publish their workflows.

This was Ask Me Anything and Bring Your Own Workflow (AMA & BYOW) specifically ...

Presented at Swedish eResearch Centre meeting, 13 may 2022

Keynote JOBIM 2021 (French Bioinformatics Conference)

FAIR Computational Workflows https://jobim2021.sciencesconf.org/ 8 July 2021

Computational workflows capture precise descriptions of the steps and data dependencies needed to carry out computational data pipelines, analysis and simulations in many areas of Science, including the Life Sciences. The use of computational workflows to manage these multi-step computational processes has accelerated in the past few years driven by the need for ...

EOSC-Life FAIR hackathon 2021 Session 3: Workflow & Tools FAIRification

So, you want to build a pan-national digital space for bioscience data and methods? That works with a bunch of pre-existing data repositories and processing platforms? So you can share FAIR workflows and move them between services? Package them up with data and other stuff (or just package up data for that matter)? How? WorkflowHub (https://workflowhub.eu) and RO-Crate Research Objects (https://www.researchobject.org/ro-crate) that’s how! A step towards FAIR Digital Objects gets a workout. Keynote ...

Keynote presented at WORKS 2021 https://works-workshop.org/

16th Workshop on Workflows in Support of Large-Scale Science November 15, 2021 Held in conjunction with SC21: The International Conference for High Performance Computing, Networking, Storage and Analysis

Keynote at German Conference on Bioinformatics 2021 https://gcb2021.de/ FAIR Computational Workflows Computational workflows capture precise descriptions of the steps and data dependencies needed to carry out computational data pipelines, analysis and simulations in many areas of Science, including the Life Sciences. The use of computational workflows to manage these multi-step computational processes has accelerated in the past few years driven by the need for scalable data processing, the ...

invited presentation at https://researchsoft.github.io/FAIReScience/, FAIReScience 2021 online workshop virtually co-located with the 17th IEEE International Conference on eScience (eScience 2021)

20th Sept 2021

Keynote Presented at the ICTeSSH 2021 Conference to Social Science and Humanities. ICTeSSH 2021, 30th June 2021

https://ictessh.uns.ac.rs/ In data intensive science multi-step tool-chains are widely used to help scientists manage, analyze, and share increasing volumes of complex data. The use of computational workflows to manage these multi-step computational processes has accelerated in the past few years driven by the need for scalable data processing, the exchange of processing know-how, and ...

EOSC-Life 3rd Open Call Biohackathon induction workshop

Reproducibility is a cornerstone of good scientific practice. Thanks to funding provided by ELIXIR Training Platform Task 2, we have brought together the biggest names in bioinformatics workflow management for a 3 day practical workshop. We have presentations from the development teams of CWL, Snakemake, Nextflow, nf-core and more. If you want to learn more about the workflow management concepts that will be addressed in this workshop, check out these articles:

Workflow systems turn raw data into ...

virtually co-located with the 17th IEEE International Conference on eScience (eScience 2021)

This discussion-focused workshop examines how the FAIR (Findable, Accessible, Interoperable, Reusable) principles are and can be applied to eScience research objects beyond data. Invited speakers will present the idea of FAIR and its application to objects such as software, workflows, machine learning models, and executable notebooks, and where FAIR is going. Invited talks will be followed by a panel ...

The public and the press already expect to assess the trustworthiness of research relevant to pressing social and public health issues in terms of transparency. While widely recognized as a critical component of research reproducibility in principle, the promise of making research fully transparent—and scientific claims easier to evaluate—via reliable provenance has yet to be realized in full. In particular, it is still far from routine for researchers in the natural, social, and data sciences ...

The FAIR Principles have two aspects: They were written specifically for research data and they also claim to be general for all research objects. In practice, this means that while the high-level concepts (findable, accessible, interoperable, and reusable) are generally applicable, the details of the wording, their context, and how they are applied is not. Different groups have been studying how the FAIR principles could be applied to other types of research objects, such as research software, ...

Date: Friday 11 June 2021, 10.00 CEST

Chairs: Carole Goble, Stian Soiland-Reyes, Salvador Capella-Gutiérrez, José María Fernández González and Frederik Coppens

In Life Sciences, experimental laboratory procedures usually have a lifespan since their first inception, wide adoption along the years, and later being superseded by others. The same applies to the analysis of the generated experimental data. Workflow Lifecycle represents the different states of workflows during their “life”. This workshop ...

Scientific workflows capture precise descriptions of the steps and data dependencies needed to carry out computational experiments in many areas of Science, ranging from Astrophysics to Bioinformatics or Geosciences. In order to promote long-term usability and uptake by the scientific community, workflows (as well as the tools that integrate them) should become findable, accessible, understandable, reusable, and citable so that author’s credit is attributed fairly and accurately.

The work on ...

In the age of computational science, researchers in the life sciences – just as in other domains – regularly face the need of composing several individual software tools into pipelines or workflows that perform the specific data analysis processes that they need in their research. For over 20 years now, dedicated scientific workflow management systems have been supporting scientists in this task, and they continue to gain popularity. In fact, recent years have seen significant progress in the ...

The results of the mentimeter for the FAIR workflows section of the EOSC-Life 3rd Open Call projects pre-hackathon induction

WorkflowHub Knowledge Graph

A tool to generate a knowledge graph from a source of RO Crates. By default, this tool sources and generates an RDF graph of crates from WorkflowHub.

[![Python linting and ...

RepeatMasking Workflow

This workflow uses RepeatModeler and RepeatMasker for genome analysis.

• RepeatModeler is a software package for identifying and modeling de novo families of transposable elements (TEs). At the heart of RepeatModeler are three de novo repeat search programs (RECON, RepeatScout and LtrHarvest/Ltr_retriever) which use complementary computational methods to identify repeat element boundaries and family relationships from sequence data.

• RepeatMasker is a program that analyzes ...

This workflow allows you to annotate a genome with Helixer and evaluate the quality of the annotation using BUSCO and Genome Annotation statistics. GFFRead is also used to predict protein sequences derived from this annotation, and BUSCO and OMArk are used to assess proteome quality.

This workflow uses eggNOG mapper and InterProScan for functional annotation of protein sequences.

This workflow allows for genome annotation using Maker and evaluates the quality of the annotation.

This workflow runs the FEELnc tool to annotate long non-coding RNAs. Before annotating these long non-coding RNAs, StringTie will be used to assemble the RNA-seq alignments into potential trancriptions. The gffread tool provides a genome annotation file in GTF format.

This workflow analyses a given astrophysics text (e.g. Astronomer's Telegram https://astronomerstelegram.org/). It extracts positions of mentioned astronomical sources and provides possible optical counter-parts with photometric data. The corresponding photometric data can be further used to estimate the redshit of the optical sources, that is a measure of the distance between the Earth and the optical source.

Given the fact that the the tool that estimates the photometric redshift is still in ...

Automated workflow to validate Galaxy endpoint reliability using daily test runs of Falco and Bowtie2 via the SABER package. Designed for lightweight, scalable monitoring across multiple instances.

From Obis data to Biodiversity indicators

Associated Tutorial

This workflows is part of the tutorial Obis marine indicators, available in the GTN

Features

• Includes Galaxy Workflow Tests

Thanks to...

Workflow Author(s): Marie Jossé

Tutorial Author(s): ...

Secondary metabolite biosynthetic gene cluster (SMBGC) Annotation using Neural Networks Trained on Interpro Signatures

Associated Tutorial

This workflows is part of the tutorial Marine Omics identifying biosynthetic gene clusters, available in the GTN

Features

• Includes Galaxy Workflow Tests ...

Associated Tutorial

This workflows is part of the tutorial From NDVI data with OpenEO to time series visualisation with Holoviews, available in the GTN

Features

• Includes Galaxy Workflow Tests

Thanks to...

Workflow Author(s): Marie Jossé

**Tutorial ...

This workflow allows you to annotate a genome with Helixer and evaluate the quality of the annotation using BUSCO and Genome Annotation statistics. GFFRead is also used to predict protein sequences derived from this annotation, and BUSCO and OMArk are used to assess proteome quality.

Associated Tutorial

This workflows is part of the tutorial Genome annotation with Helixer, available ...

Refining Genome Annotations with Apollo

Associated Tutorial

This workflows is part of the tutorial Refining Genome Annotations with Apollo (prokaryotes), available in the GTN

Thanks to...

Tutorial Author(s): Anthony Bretaudeau, [Helena ...

Masking repeats in a genome using RepeatMasker

Associated Tutorial

This workflows is part of the tutorial Masking repeats with RepeatMasker, available in the GTN

Features

• Includes Galaxy Workflow Tests

Thanks to...

Workflow Author(s): Anthony ...

Structural and functional genome annotation with Funannotate

Associated Tutorial

This workflows is part of the tutorial Genome annotation with Funannotate, available in the GTN

Features

• Includes Galaxy Workflow Tests

Thanks to...

**Workflow ...

Functional annotation of protein sequences

Associated Tutorial

This workflows is part of the tutorial Functional annotation of protein sequences, available in the GTN

Features

• Includes Galaxy Workflow Tests

Thanks to...

Workflow Author(s): ...

The idea of this workflow is to compare annotation with two annotation tools that differ in their approach and operation.

Associated Tutorial

This workflows is part of the tutorial Comparison of two annotation tools - Helixer and Braker3, available in the GTN

Features

• Includes [Galaxy Workflow ...

Associated Tutorial

This workflows is part of the tutorial Finding the muon stopping site with pymuon-suite in Galaxy, available in the GTN

Features

• Includes Galaxy Workflow Tests

Thanks to...

Workflow Author(s): Muon ...

Associated Tutorial

This workflows is part of the tutorial A Docker-based interactive Jupyterlab powered by GPU for artificial intelligence in Galaxy, available in the GTN

Thanks to...

Tutorial Author(s): Anup Kumar

Tutorial Contributor(s): [Saskia ...

From Copernicus Sentinel 5P data to panoply visualization of volcanic activity impact to atmosphere

Associated Tutorial

This workflows is part of the tutorial Sentinel 5P data visualisation, available in the GTN

Thanks to...

Workflow Author(s): Marie Jossé

Tutorial Author(s): Marie Josse ...

Collection of workflows used or developed by the EuroScienceGateway project.

Workflows developed by or used by BY-COVID project.