harshinde/SDO
收藏资源简介：
SDO ML-Ready 数据集：AIA 和 HMI Level-1.5 是一个从 NASA 的太阳动力学观测卫星（SDO）中整理出来的，适合机器学习（ML）使用的太阳数据集，数据覆盖从2010年5月13日至2024年7月31日的观测。该数据集包括以下Level-1.5处理数据：大气成像仪（AIA）和 helioseismic 磁成像仪（HMI）。该数据集旨在促进日球物理领域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: AIA and HMI Level-1.5 provides 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 includes Level-1.5 processed data from the Atmospheric Imaging Assembly (AIA) and the Helioseismic and Magnetic Imager (HMI). The dataset is designed to facilitate large-scale ML applications in heliophysics, such as solar activity forecasting, unsupervised representation learning, and scientific foundation model development.
