Dataset for: Measurements of Cosmic Proton Flux through Neutron Monitors Using Deep Networks and Imputation Techniques in the AMS-02 Era

This dataset provides predicted cosmic ray proton fluxes generated from ground-based neutron monitor (NM) observations using deep learning approaches. The data include: Daily proton flux: 2011-01-01-2024-07-31_daily_pred_ams.csvHourly proton flux: 2011-01-01-2024-07-31_hourly_pred_ams.csvBartels rotation (27 days) proton flux: 2011-06-11-2022-07-13_monthly_pred_ams.csvGap-filled NM observations: saits_results_30_imputation_v4.csv All files are in CSV format, these datasets contain continuous proton flux measurements over an 11-year period at daily, hourly, and Bartels-rotation resolutions. They provide a valuable resource for studying both long-term modulation and short-term variations in cosmic rays, as detailed in our paper (arXiv:2412.18872v2). arXiv: https://arxiv.org/abs/2412.18872v2 If you have any questions or interesting ideas you'd like to share with us, please feel free to contact: Jie, Feng, [e-mail]