SkySoft ATM MALAT Vertical Rate

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Description

SkySoft ATM has curated this dataset for the Innosuisse MALAT project, aimed at improving forecasts for aircraft climb and descent rates

The dataset comprises detailed altitude tracking (`TRACK_ALTITUDE`) for over 25,000 flights across European airspace, amassed over four different weeks. Each flight track is matched with its corresponding cleared flight level (`CFL`) and supplemented with anonymized `AIRCRAFT_TYPE` and can be grouped using the `FLIGHT_ID` field.

Reference

If you use this database, please cite the following publication:

@INPROCEEDINGS{Pannatier_ECMLPKDD_2024,
         author = {Pannatier, Arnaud and Courdier, Evann and Fleuret, Francois},
       keywords = {Autoregressive models, Permutations, Rejection Sampling, transformers},
       projects = {MALAT},
          month = sep,
          title = {σ-GPTs: A New Approach to Autoregressive Models.},
      booktitle = {European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases},
           year = {2024},
            pdf = {https://publications.idiap.ch/attachments/papers/2024/Pannatier_ECMLPKDD_2024.pdf}
}