T-FORS LSTID Forecasting with TFT

Last modified at Dec 23rd, 2024, 09:34 UTC

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.

Capability Links (1)

Further Information and Resources

Resources

Metadata Information

Editor National Observatory of Athens
Version 1
Created Sunday 22nd Dec. 2024, 17:32
Last Modified Monday 23rd Dec. 2024, 09:34

Related Metadata