Swarm Notebooks Overview¶
They can be explored interactively on the VRE:
These notebooks are organised according to a naming convention to categorise and allow for future development:
01a__<nbname> Theme 1, subject a 01b__<nbname> Theme 1, subject b 01b1_<nbname> Theme 1, subject b, addendum 1 02a__<nbname> Theme 2, subject a ...
Planned notebook names:
[Introduction -general] - limited introductions to Python for data science 01a__Intro-Jupyter-Python.ipynb DONE 01b1_Pandas-and-Plots.ipynb DONE something about xarray NOT CONFIRMED [Introduction -VirES] - how to interact with VirES 02a__Intro-Swarm-viresclient.ipynb DONE 02b__viresclient-Available-Data.ipynb DONE 02c__viresclient-API.ipynb DONE 02d__viresclient-Large-Data.ipynb DONE 02z1__Template-Basic DONE [VirES Demos] - demonstrations of each Swarm product (basic access and plotting) 03a1_Demo-MAGx_LR_1B.ipynb DONE 03a2_Demo-MAGx_HR_1B.ipynb DONE 03b__Demo-EFIx_LP_1B.ipynb DONE 03c__Demo-IPDxIRR_2F.ipynb DONE 03d__Demo-TECxTMS_2F.ipynb DONE 03e1_Demo-FACxTMS_2F.ipynb DONE 03e2_Demo-FAC_TMS_2F.ipynb DONE 03f__Demo-EEFxTMS_2F.ipynb DONE 03g__Demo-IBIxTMS_2F.ipynb DONE [Geomagnetic Models] 04a1_Geomag-Models-VirES.ipynb DONE 04b1_Geomag-Models-eoxmagmod.ipynb DONE [Ionosphere] 05a1_Polar-Region-Plots.ipynb DONE
DONE: currently in Swarm_notebooks repository NOT CONFIRMED: name could change / could be multiple notebooks
04: Geomagnetic Models¶
Demo different magnetic models, plotting etc, together with scientific discussion
- Plasma properties, currents (FAC, AEJ …), auroral oval boundaries
These notebooks are demonstrations of the capabilities of Swarm data and the VirES/VRE platform. They are meant as a tutorial-like resource to help educate the community with showcases of certain tools (including Swarm-related Python packages). It is hoped that this will encourage the development of reproducible analyses as notebook repositories and of more generally applicable packages.