nasa-ibm-ai4science/SDO_training

SDO ML-Ready 数据集：包含来自 NASA 太阳动力学观测卫星（SDO）的机器学习（ML）准备就绪的太阳数据，数据覆盖时间从2010年5月13日至2024年7月31日。该数据集包括来自大气成像仪（AIA）和 helioseismic 磁成像仪（HMI）的 Level-1.5 处理数据。数据集旨在支持太阳物理学中的大规模机器学习应用，如太阳活动预测、无监督表征学习和科学基础模型开发。

The SDO ML-Ready Dataset includes machine learning (ML)-ready solar data curated from NASA’s Solar Dynamics Observatory (SDO), covering observations from May 13, 2010, to July 31, 2024. It comprises Level-1.5 processed data from the Atmospheric Imaging Assembly (AIA) and the Helioseismic and Magnetic Imager (HMI). Designed to facilitate large-scale ML applications in heliophysics, the dataset supports solar activity forecasting, unsupervised representation learning, and scientific foundation model development.