Space Weather Data and Event Date Configuration for SWA-ASK

Space Weather Data and Event Date Configuration for SWA-ASK This dataset consists of two files that together enable space weather-aware reinforcement learning for LEO satellite station-keeping: 1.SpaceWeather-All.txt The CSSI (Center for Space Standards & Innovation) Space Weather data file, sourced from Celestrak/AGI. It provides daily space weather parameters from October 1957 through October 2096 (~26,700 daily records), including observed data, daily predicted/adjusted values, and monthly-fit projected values based on the Marshall Mean Cycle. Key parameters include: F10.7 cm solar radio flux (observed, adjusted, 81-day centered/last averages) Ap and Kp geomagnetic indices (3-hourly and daily summaries) International Sunspot Number (ISN) BSRN (Bartels Solar Rotation Number), Cp, C9 indices This file is consumed directly by Orekit's NRLMSISE-00 atmospheric density model (Switch 9) to compute thermospheric density at each simulation timestep. 2.date.txt A curated list of 300 calendar dates (columns: start_year,start_month,start_day) spanning Solar Cycles 20–25 (1965–2026). Each date serves as the initial epoch for one orbit simulation episode. Dates were selected to cover solar minimum/maximum periods, major geomagnetic storm events (e.g., March 1989, Halloween 2003), and quiet conditions, ensuring the trained SAC policy encounters representative thermospheric density variations across diverse space weather regimes. Related Publication Learning to Dance in the Storm: Space Weather-aware Autonomous Station-keeping of LEO Satellites