# VirES for Swarm Ashley Smith: `ashley.smith@ed.ac.uk` Martin Pačes: `martin.paces@eox.at` **These slides:** https://hackmd.io/@swarm/vires-2025 ![image](https://hackmd.io/_uploads/BJ3CdQw4gx.png =200x) ---- **Read more:** https://earth.esa.int/eogateway/news/earth-scientists-better-exploit-swarm-data-with-virtual-workspace ![image](https://hackmd.io/_uploads/SJciNJPVge.png =200x) --- 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 --- https://youtu.be/MqtLTb_3ocs <iframe width="800" height="450" src="https://www.youtube.com/embed/MqtLTb_3ocs" title="Using VirES to explore Earth&#39;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> --- ![image](https://hackmd.io/_uploads/rJj9MJw4ll.png) ---- **Web client** [vires.services](https://vires.services) ![image](https://earth.esa.int/documents/d/earth-online/vires-graphical-interface) ---- **Python client** [viresclient.readthedocs.io](https://viresclient.readthedocs.io) ![image](https://hackmd.io/_uploads/S1i1E7PEeg.png) ---- **JupyterHub** [vre.vires.services](https:///vre.vires.services) ![image](https://earth.esa.int/documents/d/earth-online/vre-jupyter-example) ---- **Swarm Notebooks** [notebooks.vires.services](https://notebooks.vires.services) ![image](https://hackmd.io/_uploads/rkvEoJP4le.png) --- **SwarmPAL** [swarmpal.readthedocs.io](https://swarmpal.readthedocs.io) ![image](https://hackmd.io/_uploads/SkGtN7vNlg.png) ---- ![image](https://hackmd.io/_uploads/H16VYwKExg.png) --- ### 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 ---- **Supporting teaching** [book.magneticearth.org](https://book.magneticearth.org) - Used at IAGA school for the past 6 years - Accessible to anyone ![image](https://hackmd.io/_uploads/Syg4KJWdVge.png) ---- **Opening up the development of IGRF-14** ![image](https://hackmd.io/_uploads/H1M8Rv9Nxx.png) https://iaga-vmod.github.io/IGRF14eval/
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