T-FORS LSTID Forecasting with TFT
Last modified at Dec 22nd, 2024, 16:50 GMT
Description
This is a Large Scale Travelling Ionospheric Disturbances (LSTIDs) forecasting model for each Digisonde station, i.e., Sopron (SO148), Juliusruh (JR055), Dourbes (DB049), Ebro (EB040), trained over different time periods. The code utilizes a Temporal Fusion Transformer (TFT) to predict LSTIDs. The model incorporates features such as the auroral electrojet indices IL and IU provided by the FMI IMAGE network and the Gradient GNSS TEC Activity Index provided by DLR. The labels are the Spectral Energy Contribution (Spcont) for detected LSTIDs over Digisonde stations (in this case data from the Juliusruh Digisonde are used) calculated with the HF Interferometry method.
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Further Information and Resources
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| Editor | National Observatory of Athens |
| Version | 1 |
| Created | Sunday 22nd Dec. 2024, 16:48 |
| Last Modified | Sunday 22nd Dec. 2024, 16:50 |