An Introduction on Solar Imaging Data Analytic Challenges and Opportunities for Statisticians
Abstract
We give a gentle introduction to solar imaging data, focusing on challenges and opportunities of data-driven approaches for solar eruptions. The various solar phenomena prediction problems that might benefit from statistical methods are presented. Available data and software will be described. State-of-art solar eruption forecasting with data driven approaches are summarized and discussed. Based on the characteristics of the datasets and state-of-art approaches, we point out several promising directions to explore from statistical modeling and computational perspectives.
- Publication:
-
arXiv e-prints
- Pub Date:
- May 2024
- DOI:
- 10.48550/arXiv.2405.12331
- arXiv:
- arXiv:2405.12331
- Bibcode:
- 2024arXiv240512331C
- Keywords:
-
- Statistics - Applications;
- Astrophysics - Instrumentation and Methods for Astrophysics;
- Astrophysics - Solar and Stellar Astrophysics