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Predicting space-weather driven GNSS distruptions

This repository holds the codes required for downloading data and building ML models for predicting scintillation events. This collaborative project builds upon work performed at the Frontier Development Lab in 2018.

Repository structure

Note : The data folder is not committed to the repository, but users can reproduce the datasets locally using the scripts provided

fdl18-sw1 (root folder)
| 
| 
|---- data_generation
|     | 
|     ---- carisma
|     | 
|     ----
|     | 
|     ----
| 
|---- model_generation
|     | 
|     ----
|     | 
|     ----
|     | 
|     ----
| 
|---- data
|     | 
|     ---- carisma
|     |    | 
|          ---- level1
|     |    |    |
|     |    |    ----(stations)
|     |    |        |
|     |    |        ----(years)
|     |    |            | 
|     |    |            ----(months)
|     |    | 
|     |    ---- level2
|     |    |    |
|     |    |    ----(stations)
|     |    |        
|     |    | 
|     |    ---- level3
|     | 
|     ----
|     | 
|     ----
| 
|----

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Forecasting high latitude GNSS scintillation using data driven approaches

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