Widespread Occurrence of Trenching Patterns in the Granulation Field: Evidence for Roll Convection?
A. V. Getling, A. A. Buchnev

TL;DR
This study uses a specialized image analysis algorithm to detect trenching patterns in solar granulation images, providing evidence that roll convection may be a common feature in the Sun's outer convection zone.
Contribution
It introduces a novel image processing method to identify linear and curvilinear features in solar granulation images, revealing widespread trenching patterns indicative of roll convection.
Findings
Detection of parallel ridges and trenches in granulation images
Evidence supporting the presence of roll convection in the solar convection zone
Granules as overheated blobs possibly formed by convection instabilities
Abstract
Time-averaged series of granulation images are analysed using COLIBRI, a purpose-adapted version of a code originally developed to detect straight or curvilinear features in aerospace images. The algorithm of image processing utilises a nonparametric statistical criterion that identifies a straight-line segment as a linear feature (lineament) if the photospheric brightness at a certain distance from this line is on both sides stochastically lower or higher than at the line itself. Curvilinear features can be detected as chains of lineaments, using a criterion modified in some way. Once the input parameters used by the algorithm are properly adjusted, the algorithm highlights ``ridges'' and ``trenches'' in the relief of the brightness field, drawing white and dark lanes. The most remarkable property of the trenching patterns is a nearly-universally-present parallelism of ridges and…
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