# VirES for Swarm
Ashley Smith: `ashley.smith@ed.ac.uk`
Martin Pačes: `martin.paces@eox.at`
**These slides:** https://hackmd.io/@swarm/vires-2025

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**Read more:** https://earth.esa.int/eogateway/news/earth-scientists-better-exploit-swarm-data-with-virtual-workspace

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TODO: swarm mission intro and science areas (is Swarm the only mission that investigates different phases of matter?)
https://visuals.earth.esa.int/data/magnetic-field
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https://youtu.be/MqtLTb_3ocs
<iframe width="800" height="450" src="https://www.youtube.com/embed/MqtLTb_3ocs" title="Using VirES to explore Earth's magnetic field with Swarm products" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen></iframe>
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**Web client**
[vires.services](https://vires.services)

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**Python client**
[viresclient.readthedocs.io](https://viresclient.readthedocs.io)

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**JupyterHub**
[vre.vires.services](https:///vre.vires.services)

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**Swarm Notebooks**
[notebooks.vires.services](https://notebooks.vires.services)

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**SwarmPAL**
[swarmpal.readthedocs.io](https://swarmpal.readthedocs.io)

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### Broader impact of VRE
- **Consistent** availability over several years
- Has **significantly** reduced time to start new research projects
- Provides the tools for researchers to increase **transparency** and **reproducibility**
- Supports teaching in at least 3 postgraduate courses
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**Supporting teaching**
[book.magneticearth.org](https://book.magneticearth.org)
- Used at IAGA school for the past 6 years
- Accessible to anyone

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**Opening up the development of IGRF-14**

https://iaga-vmod.github.io/IGRF14eval/
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