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Active region magnetograms for solar flare prediction: Extra images dataset

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DataCite Commons2026-03-14 更新2025-04-10 收录
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https://datadryad.org/dataset/doi:10.5061/dryad.qjq2bvqmj
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资源简介:
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 contains those images that were removed from the preconfigured datasets (see usage notes below).
提供机构:
Dryad
创建时间:
2023-05-18
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