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Dr Lauren Orr sucessfully defended her PhD thesis entitled: Directed dynamical networks applied to SuperMAG ground based magnetometers
You can see some of her results here:
L. Orr, S. C. Chapman, J. Gjerloev, Directed network of substorms using SuperMAG ground-based magnetometer data, Geophys. Res. Lett., (2019) https://doi.org/10.1029/2019GL082824