Reconstructing solar magnetic fields from historical observations VIII. AIA 1600 {\AA} contrast as a proxy of solar magnetic fields
Ismo T\"ahtinen, Ilpo Virtanen, Alexei A. Pevtsov, Kalevi Mursula

TL;DR
This study uses modern satellite observations to analyze the relationship between AIA 1600 Å contrast and solar magnetic fields, developing models to predict magnetic activity from UV contrast data.
Contribution
It introduces a robust method to classify bright and dark AIA 1600 Å pixels and links these to specific magnetic field strengths, enhancing understanding of chromospheric magnetic structures.
Findings
Bright pixels' variability explains 1600 Å emission changes.
Multilinear regression predicts magnetic field magnitude from pixel percentages.
Bright and dark clusters correspond to moderate and strong magnetic fields.
Abstract
The bright regions in the solar chromosphere and temperature minimum have a good spatial correspondence with regions of intense photospheric magnetic field. Their observation started more than a hundred years ago with the invention of the spectroheliograph. While the historical spectroheliograms are essential for studying the long-term variability of the Sun, the modern satellite-borne observations can help us reveal the nature of chromospheric brightenings in previously unattainable detail. Our aim is to improve the understanding of the relation between magnetic fields and radiative structures by studying modern seeing-free observations of far-ultraviolet (FUV) radiation around 1600 \r{A} and photospheric magnetic fields. We used Helioseismic and Magnetic Imager (HMI) observations of photospheric magnetic fields and Atmospheric Imaging Assembly (AIA) observations of FUV contrast around…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
