Nice initiative!

I think it would certainly be possible to have a classification task, given that you already have quite a lot of data. To reject the aircraft echos, I was thinking about anomaly detection using auto-encoders, again given the fact that you probably have a lot of data on actual meteor reflections.
Either way, I think there are several ways to tackle this project