A High-resolution, Inversion-Based Synoptic Study of Solar Granulation
James Crowley, Ivan Milic, Gianna Cauzzi, Kevin Reardon

TL;DR
This study analyzes 15 years of high-resolution solar observations to investigate potential cycle-dependent changes in quiet Sun granulation, finding mostly constant properties with minor temperature gradient variations.
Contribution
It provides a comprehensive, inversion-based analysis of solar granulation over a solar cycle using spectropolarimetric data and clustering techniques, revealing minimal cycle dependence.
Findings
Properties of granules and intergranules are mostly constant over 15 years.
A slight increase in temperature gradient during the declining solar cycle phase.
No significant dependence of convective properties on the solar cycle.
Abstract
The convectively driven, weakly magnetized regions of the solar photosphere dominate the Sun's surface at any given time, but the temporal variations of these quiet regions of the photosphere throughout the solar cycle are still not well known. To look for cycle-dependent changes in the convective properties of quiet Sun photosphere, we use high spatial and spectral resolution spectropolarimetric observations obtained by the Hinode Solar Optical Telescope (SOT) and apply the Spectropolarimetric Inversions Based on Response Functions (SIR) code to infer physical conditions in the lower solar photosphere. Using a homogeneous set of 49 datasets, all taken at disk center, we analyze the temperature stratification and the line-of-sight velocities of the granules and intergranules over a period of 15 years. We use a k-means clustering technique applied to the spectral profiles to segment the…
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