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up-sampling algorithm & Gramian Angular Field Time Sequence processing method towards photospheric magnetic parameters

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科学数据银行2022-10-28 更新2026-04-23 收录
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资源简介:

magnetic_para_distributionplot_and_sampling_methods.py:Selective up sampling of unbalanced data of solar photospheric magnetic parameters and comparison with different methods in the solar flare prediction.GafCNN_magnetic_para_time_array_processing.py: Time series of very irregular magnetic parameters are normalized and expressed on the GAF image. I retain the strength information and time information, and design the corresponding CNN network

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2022-10-24
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