ESA Swarm services
Swarm is augmented by a number of services aiming to improve accessibility of the data and models derived from the mission.
| VirES for Swarm | Graphical interface to explore the data and models |
| Swarm Virtual Research Environment (VRE) | Cloud-based JupyterLab interface to interact with VirES using Python (see viresclient) |
(Check ESA website for other tools)
Core field
| Geodyn | Visualisation of core flows and tools for geomagnetic data assimilation |
Ionosphere, aurora, geospace
| SuperMAG | Reprocessing and visualisation of variometer data |
| Swarm-Aurora | Browsing keograms and more |
| AMPERE | Measurements of FACs using the Iridium constellation |
| InGeO | Providing tools and best practices for geospace research |
Ground observatory data
For access to and processing of ground observatory data, we refer to the software list maintained by INTERMAGNET. Watch this space for new developments (work is in progress to integrate ground data into VirES).
Python in geomagnetism
| viresclient | Python interface to VirES (easy access to Swarm products) |
| ChaosMagPy | Forward code for the CHAOS model (core, crust, magnetosphere) and utilities for geomagnetic field modelling |
| pyAMPS | Forward code for the AMPS model (Average Magnetic Field and Polar current System) |
| GeomagPy | Analysing and displaying geomagnetic data |
| MagPySV | Processing geomagnetic data for secular variation studies |
| pygeodyn | Geomagnetic data assimilation for core flow studies |
Python in geophysics
Refer to Software Underground
Python in heliophysics
Refer to the Python in Heliophysics Community (PyHC)