Powered by OpenAIRE graph
Found an issue? Give us feedback
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ ZENODOarrow_drop_down
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
ZENODO
Other literature type . 2025
License: CC BY
Data sources: ZENODO
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
ZENODO
Other literature type . 2026
License: CC BY
Data sources: ZENODO
ZENODO
Project deliverable . 2026
License: CC BY
Data sources: Datacite
ZENODO
Project deliverable . 2025
License: CC BY
Data sources: Datacite
ZENODO
Project deliverable . 2026
License: CC BY
Data sources: Datacite
versions View all 3 versions
addClaim

GreenDIGIT Deliverable D5.1: Reproducible platform design with a web-based Virtual Research Environment

Authors: Holzinger, Kilian; Gallenmüller, Sebastian; Ilager, Shashikant; Ferreira, Gonçalo; Tahir, Adnan; Demchenko, Yuri; Assante, Massimiliano; +1 Authors

GreenDIGIT Deliverable D5.1: Reproducible platform design with a web-based Virtual Research Environment

Abstract

The GreenDIGIT project’s Deliverable 5.1 presents a web-based Virtual Research Environment (VRE) that streamlines scientific research by making it more sustainable, reproducible, and aligned with Open Science principles. Built on the widely used Jupyter notebook platform, the VRE guides researchers through the entire experiment lifecycle, from planning and execution to analysis and sharing. By connecting with federated data management infrastructures, it ensures research outputs are easily discoverable, accessible, interoperable, and reusable, adhering to FAIR data standards. This integration fosters collaboration and transparency across scientific communities. At the core of the VRE is a 4-Pillar Conceptual Reproducibility Framework, which provides a structured approach to defining experiments clearly, executing them consistently, and preserving them for future use. This framework minimises redundant experiments, saving resources and enhancing trust in results. The VRE extends Jupyter with tools to support sustainable research, including a design extension that creates portable experiment workflows. Additionally, the EcoJupyter plugin offers real-time tracking of energy consumption and carbon footprint through intuitive metrics like Software Carbon Intensity, empowering researchers to make environmentally conscious decisions. The SLICES Metadata Registry Service (MRS) further enhances this by organising experiment data into a searchable, structured format that complements the RO-Crate standard, ensuring long-term accessibility and preservation. Automated publishing to federated platforms simplifies sharing, making research outputs widely available and reusable. The VRE’s flexible, modular design supports a range of scientific domains and is built to evolve. Improvements include enhanced user interfaces and stronger integration with repositories such as Zenodo and the European Open Science Cloud (EOSC). By embedding sustainability and reproducibility, the GreenDIGIT VRE reduces resource waste and promotes transparent, impactful science, setting a strong foundation for responsible research aligned with global sustainability goals. [This deliverable is approved by the European Commission]

  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
Powered by OpenAIRE graph
Found an issue? Give us feedback
selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green
Related to Research communities