Title Oslo Aurora THEMIS (OATH) Training Dataset
Domain: Natural sciences, Field: Physics, Subfield: Plasma physics
Published 2021-06-10
Lasse Clausen
Dataset (503.49 MB)
Clausen & Nickisch (DOI: 10.1029/2018JA025274) showed that relatively standard, off-the-shelf machine learning tools can be used to effectively and automatically classify auroral images. This dataset contains the training dataset used, and the code with which you can replicate the results. Information on how to use the dataset can be found here: http://tid.uio.no/plasma/oath/
Science publication
Published : DOI: 10.1029/2018JA025274, URL: https://agupubs.onlinelibrary.wiley.com/doi/full/10.1029/2018JA025274, Citation: Clausen, L. B. N., & Nickisch, H.(2018). Automatic classificationof auroral images from the OsloAuroral THEMIS (OATH) data set usingmachine learning.Journal ofGeophysical Research: SpacePhysics,123, 5640–5647 (primary)
Rights Holder
Lasse Clausen
Data Manager
Lasse Clausen
Lasse Clausen
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