Solarnet is dedicated to preparing for the European Solar Telescope (EST) and is supported by the EU research and innovation funding programme Horizon 2020. We focus on data reduction and data homogenization of ground-based solar images, including deep learning methods for stable classification and quantification of image quality, modeling of atmospheric effects, mitigating image degradations with the support of Skoltech’s high-performance cluster. It has high importance for providing a robust data stream to be used for real-time event detections like solar flares and autonomous monitoring of the Sun using cutting-edge technology of observational solar physics.

video description: Gregor/ Sunspot in HD. Gregor Solar Telescope