Low Carbon Considerations in Space Weather AI: Weighted Ensemble Feature Selection for FoF2 Forecasting
The increasing computational cost of machine learning models impacts carbon emissions. A more complex model produces more $\mathbf{C O}_{\mathbf{2}}$ and requires longer training times. This poses a significant challenge in predicting the critical frequency of the F2 layer (foF2), a crucial parameter for HF radio commu...