Training Dataset for Deep Learning-Based Identification of Foreshock Transient Events

These files contain observational data from the Cluster 1 satellite, structured as follows:

Columns:

Time: YYYY-MM-DD hh:mm:ss

Magnetic Field (Bx, By, Bz): nT

Bulk Velocity (Vx, Vy, Vz): km/s

Ion Density (Np): cm^(-3)

Ion Temperature (Tp): eV

Ion Thermal Pressure (P): nPa

Dataset Details:

Each file contains 887,400 rows of data. The dataset is structured into 493 events, each spanning 1,800 time steps, making it suitable for deep learning applications.

The two files included are:

'all_ft_data.pkl' – Foreshock transient events

'all_sw_data.pkl' – Solar wind intervals