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

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

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DOI10.5281/zenodo.8314868Zenodo8314868MaRDI QIDQ6678857

Dataset published at Zenodo repository.

Author name not available (Why is that?)

Publication date: 23 June 2023

Copyright license: No records found.



Description

A catalogue of 4874of 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 appliedsemantic 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 ofpython datetime timestamps, with the average predicted probability per LFE as an accompanying column.






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