"VirES for Swarm" is an ESA service that gives convenient access to Swarm data. Work has now begun to also provide access to the BGS-provided Swarm AUX_OBS data (ftp://ftp.nerc-murchison.ac.uk/geomag/Swarm/AUX_OBS/) - including INTERMAGNET minute and second data and the specially prepared hourly means.
A prototype through Python package viresclient can be seen here:
https://github.com/pacesm/jupyter_notebooks/blob/master/OBS/OBS_data_access.ipynb
- observatory time series can be accessed as
pandas.DataFrame or xarray.Dataset along with auxiliary information such as MLT and model forward evaluations - public access through viresclient should be available relatively soon
- notebooks will be provided to demonstrate usage of the data for analysis
- eventually there will also be GUI access at https://vires.services/
I think the INTERMAGNET site should provide links to this service when ready along with some consolidation of data access methods and tools , which I'll be very happy to help with
I understand also that the data acknowledgements are very important so I'm thinking through how best to make this information obvious to the users of VirES - I'll report back when I have something in place to check it is acceptable.
"VirES for Swarm" is an ESA service that gives convenient access to Swarm data. Work has now begun to also provide access to the BGS-provided Swarm AUX_OBS data (ftp://ftp.nerc-murchison.ac.uk/geomag/Swarm/AUX_OBS/) - including INTERMAGNET minute and second data and the specially prepared hourly means.
A prototype through Python package viresclient can be seen here:
https://github.com/pacesm/jupyter_notebooks/blob/master/OBS/OBS_data_access.ipynb
pandas.DataFrameorxarray.Datasetalong with auxiliary information such as MLT and model forward evaluations - public access through viresclient should be available relatively soonI think the INTERMAGNET site should provide links to this service when ready along with some consolidation of data access methods and tools , which I'll be very happy to help with
I understand also that the data acknowledgements are very important so I'm thinking through how best to make this information obvious to the users of VirES - I'll report back when I have something in place to check it is acceptable.