fionaluhrmann/Iono_Anomaly_2023: Ionospheric Anomaly Detection, Kahramanmaras Earthquake Sequence
Authors/Creators
Description
These files support the working paper "Detection of Traveling Ionospheric Disturbances in Near-Real Time Mw 7.8 and Mw 7.5 Kahramanmaras Earthquake Sequence". They include the python scripts, training data sets, and test data sets used for the research. Due to limits in storage capacity, the csv files that are created during testing cannot be added to this repository. Be sure to create folders if running this code file "test_10minIntervals" so that the output files can be properly managed during testing.
Additional test data was included in this version. Test data spans two months, January 01 2023 to February 28 2023.
Files
lstm_train.ipynb
Files
(5.3 GB)
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Additional details
Related works
- Is supplement to
- Software: https://github.com/fionaluhrmann/Iono_Anomaly_2023/tree/v1.0.1 (URL)