Substorm is the complicated global magnetospheric reconfiguration process of a few hours in duration, which includes intensification of large-scale magnetospheric convection, field-aligned currents, and auroral precipitation (Baker et al., 1996). All its manifestations are temporally variable and spatially structured. Although it is customary to distinguish three substorm phases (growth, expansion and recovery phases), the expansion phase shows the most violent changes and energy transformations in both the magnetosphere and ionosphere. Particularly during that time period, explosively enhanced earthward plasma flows bring accelerated particles and magnetic flux into the nightside inner magnetosphere, producing the magnetic field dipolarization and injecting energetic plasma (e.g., Gabrielse et al., 2019). Drifting around the Earth, this energetic plasma precipitates into the ionosphere. Energetic electron precipitations (EEP, with energies above a few tens keV) produce ionization in the D-and E-regions; auroral electron and proton precipitations modify E and F region. These changes are of large practical importance: The enhanced and structured ionization in the high-latitude ionosphere deeply affects many aspects of important human activities, including navigation, radio communications, etc., which needs modeling, prediction, and monitoring of these changes (see recent detailed discussion of these aspects in Fiori et al., 2020). Existing ionospheric models, such as NeQuick and IRI (Radicella, 2009;Bilitza et al., 2017; etc.), cannot reproduce the ionospheric response on substorm timescale. Assessing the substorm effects on high-latitude ionization is an important step in developing ionospheric models and operational tools.One approach to model and predict the ionization changes is to characterize the variable auroral particle precipitation spectra. Being observed on many low altitude polar spacecraft for a few decades, these observations provide a basis for statistical empirical models of precipitation (e.g., Hardy et al., 1987;