Bentley, SN;
Watt, CEJ;
Rae, IJ;
Owens, MJ;
Murphy, K;
Lockwood, M;
Sandhu, JK;
(2019)
Capturing Uncertainty in Magnetospheric Ultralow Frequency Wave Models.
Space Weather
, 17
(4)
pp. 599-618.
10.1029/2018SW002102.
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Abstract
We develop and test an empirical model predicting ground‐based observations of ultralow frequency (ULF, 1–20 mHz) wave power across a range of frequencies, latitudes, and MLT sectors. This is parameterized by instantaneous solar wind speed vsw, variance in proton number density var(Np), and interplanetary southward magnetic field Bz. A probabilistic model of ULF wave power will allow us to address uncertainty in radial diffusion coefficients and therefore improve diffusion modeling of radial transport in Earth's outer radiation belt. Our model can be used in two ways to reproduce wave power: by sampling from conditional probability distribution functions and by using the mean (expectation) values. We derive a method for testing the quality of the parameterization and test the ability of the model to reproduce ULF wave power time series. Sampling is a better method for reproducing power over an extended time period as it retains the same overall distribution, while mean values are better for predicting the power in a time series. The model predicts each hour in a time series better than the assumption that power persists from the preceding hour. Finally, we review other sources of diffusion coefficient uncertainty. Although this wave model is designed principally for the goal of improved radial diffusion coefficients to include in outer radiation belt diffusion‐based modeling, we anticipate that our model can also be used to investigate the occurrence of ULF waves throughout the magnetosphere and hence the physics of ULF wave generation and propagation.
| Type: | Article |
|---|---|
| Title: | Capturing Uncertainty in Magnetospheric Ultralow Frequency Wave Models |
| Open access status: | An open access version is available from UCL Discovery |
| DOI: | 10.1029/2018SW002102 |
| Publisher version: | https://doi.org/10.1029/2018SW002102 |
| Language: | English |
| Additional information: | This version is the version of record. For information on re-use, please refer to the publisher’s terms and conditions. |
| Keywords: | magnetospheric ULF waves, radiation belts, radial diffusion coefficients, probabilistic model, ground‐based magnetometers, solar wind parameterization |
| UCL classification: | UCL UCL > Provost and Vice Provost Offices > UCL BEAMS UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Maths and Physical Sciences UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Maths and Physical Sciences > Dept of Space and Climate Physics |
| URI: | https://discovery.ucl.ac.uk/id/eprint/10075344 |
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