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Dryad

Active region magnetograms for solar flare prediction: Reduced resolution dataset

Data files

Apr 06, 2023 version files 584.49 MB
Apr 19, 2023 version files 584.49 MB
May 18, 2023 version files 584.49 MB
Oct 15, 2023 version files 584.49 MB

Abstract

In this dataset, we provide a comprehensive collection of magnetograms from the National Aeronautics and Space Administration's (NASA's) Solar Dynamics Observatory (SDO).  The dataset incorporates data from three sources and provides SDO Helioseismic and Magnetic Imager (HMI) magnetograms of solar active regions as well as labels of corresponding flaring activity.  This dataset will be useful for image analysis or solar physics research related to magnetic structure, its evolution over time, and its relation to solar flares.  The dataset will be of interest to those researchers investigating automated solar flare prediction methods, including supervised and unsupervised machine learning (classical and deep), binary and multi-class classification, and regression.  This dataset is a minimally processed, user configurable dataset of consistently sized images of solar active regions that can serve as a benchmark dataset for solar flare prediction research.  This dataset consists of reduced resolution images (see usage notes below).