Space Environment Technologies (SET)
收藏arXiv2025-09-30 收录
下载链接：
https://github.com/ARCLab-MIT/sw-driver-forecaster
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资源简介：
该数据集名为SET，提供了从1997年至今的太阳驱动数据，包括F10.7、S10.7、M10.7和Y10.7，这些数据被用于预测太阳活动。此外，根据太阳活动水平，该数据集被划分为训练集、验证集和测试集，并开发了一个自定义损失函数来解决数据集中的不平衡问题。该数据集的观测频率为每日一次，其任务是预测太阳活动。
This dataset, named SET, provides solar driving data spanning from 1997 to the present, including F10.7, S10.7, M10.7, and Y10.7, which are utilized for solar activity prediction. Furthermore, the dataset is partitioned into training, validation, and test sets based on solar activity levels, and a custom loss function has been developed to address the class imbalance problem within the dataset. This dataset has a daily observation cadence, and its task is solar activity prediction.
提供机构：
Space Environment Technologies
