SA008
Data-driven Modeling and New Measurements of the Magnetosphere-Ionosphere-Thermosphere (MIT) System
Data-driven Modeling and New Measurements of the Magnetosphere-Ionosphere-Thermosphere (MIT) System
Session ID#: 162872
Session Description:
A recent moderate geomagnetic storm on February 3-4, 2022, has caused the loss of about 40 out of 49 SpaceX Starlink low-orbit satellites, highlighting the importance of advancing the predictive capability of Magnetosphere, Ionosphere and Thermosphere (MIT) system especially under disturbed conditions. The availability of long-term Heliophysics System Observatory datasets and rapidly growing data science techniques has enabled researchers to develop various data-driven modeling approaches that utilize data-assimilation and machine learning techniques. The ongoing challenge is to enhance the data set with new measurements, especially in the thermosphere, and model temperatures, winds, and densities in the thermosphere on a global scale. We must look for new ways to use existing data and/or identify new observations for this purpose. We solicit papers on new measurements, and new applications of data-driven modeling approaches to address MIT-coupling science questions, including papers that demonstrate how data assimilation and machine learning techniques can be used to deepen our understanding of MIT-coupling and enable a better storm-time prediction. Papers that focus on forecasting of the solar wind and magnetospheric conditions that lead to the improved thermosphere and ionosphere’s space weather effects, such as satellite drag and geomagnetically-induced currents, are also solicited.
Index Terms:
0355 Thermosphere: composition and chemistry [ATMOSPHERIC COMPOSITION AND STRUCTURE]
2431 Ionosphere/magnetosphere interactions [IONOSPHERE]
7924 Forecasting [SPACE WEATHER]
7959 Models [SPACE WEATHER]
Primary Convener: Sai Gowtam Valluri, Geophysical Institute, University of Alaska Fairbanks, Fairbanks, AK, United States
Conveners: John Noto, Scientific Solutions Inc, North Chelmsford, MA, United States, Tomoko Matsuo, University of Colorado Boulder, Aerospace Engineering Sciences, Boulder, United States and Robert K Schaefer, Johns Hopkins University Applied Physics Laboratory, Laurel, United States
Student/Early Career Convener: Clayton Cantrall, University of Colorado Boulder, Aerospace Engineering Sciences, Boulder, United States
See more of: SPA-Aeronomy
