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Dataset . 2023
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Dataset . 2023
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Data sources: ZENODO
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ZENODO
Dataset . 2023
License: CC BY
Data sources: Datacite
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ZENODO
Dataset . 2023
License: CC BY
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ZENODO
Dataset . 2023
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Data sources: Datacite
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Image-based Classification of Intense Radio Bursts from Spectrograms: An Application to Saturn Kilometric Radiation

Research datakeyboard_double_arrow_right Dataset 23 Jun 2023 English Publisher:ZenodoFunded by:SFI | Data analytics and machin...
Authors: O'Dwyer, E. P.; Jackman, C.M; Domijan, K.; Lamy, L.;

doi: 10.5281/zenodo.8075625 , 10.5281/zenodo.8314868 , 10.5281/zenodo.8075624

Image-based Classification of Intense Radio Bursts from Spectrograms: An Application to Saturn Kilometric Radiation

Abstract

A catalogue of 4874 of the Low Frequency Extensions (LFEs) of Saturn Kilometric Radiation (SKR) detected by Cassini/RPWS from the beginning of 2004 until mission end in 2017. The LFEs presented in this catalogue were identified using a modified U-Net architecture that applied semantic segmentation to spectrogram images in order to extract the exact frequency-time coordinates of the LFE. The files consist of a .json file with the coordinates of each LFE in Time Frequency Catalogue (TFCat) format (Cecconi et. al. 2023). We also include a .csv file with the start and stop times of each LFE in the form of python datetime timestamps, with the average predicted probability per LFE as an accompanying column.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
views
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