“…The state-of-art for operational applications are ARMAS calibrated instruments providing real-time total ionizing dose (TID) and dose rates in low latency, low cadence, high time resolution, and globally relevant locations [Tobiska et al, 2015;2016;2018;Gersey et al, 2020]. A unique contribution of ARMAS is a science dataset tracking variations in the geomagnetic cutoff rigidities, which couple with many space weather effects.…”