Datasets
MMS1IonDistLabeled
This dataset contains two versions samled from labels created by Olshevsky, et. al. (2021)1. The data samples in this dataset have one of the following labels:
| Value | Label |
|---|---|
| 0 | Solar Wind (SW) |
| 1 | Ion foreshock (IF) |
| 2 | Magnetosheath (MSH) |
| 3 | Magnetosphere (MSP) |
There are 10,000 samples for each label, for a total of 40,000 samples in each version of the dataset.
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Olshevsky, V., et al. (2021). Automated classification of plasma regions using 3D particle energy distributions. Journal of Geophysical Research: Space Physics, https://doi.org/10.1029/2021JA029620 ↩
Examples:
>>> from spacephyml.datasets.mms import MMS1IonDistLabeled
>>> dataset = MMS1IonDistLabeled('SCDec017')