The Registry of Open Data on AWS is now available on AWS Data Exchange
All datasets on the Registry of Open Data are now discoverable on AWS Data Exchange alongside 3,000+ existing data products from category-leading data providers across industries. Explore the catalog to find open, free, and commercial data sets. Learn more about AWS Data Exchange

Solar Dynamics Observatory (SDO) Machine Learning Dataset

machine learning NASA SMD AI

Description

The v1 dataset includes AIA/HMI observations 2010-2018 and v2 includes AIA/HMI observations 2010-2020 in all 10 wavebands (94A, 131A, 171A, 193A, 211A, 304A, 335A, 1600A, 1700A, 4500A), with 512x512 resolution and 6 minutes cadence; HMI vector magnetic field observations in Bx, By, and Bz components, with 512x512 resolution and 12 minutes cadence; The EVE observations in 39 wavelengths from 2010-05-01 to 2014-05-26, with 10 seconds cadence.

Update Frequency

N/A (The IDL/Python scripts for generating the datasets are published online, which can be used by users to generate the v1 dataset after 2018 and v2 dataset after 2020)

License

There are no restrictions on the use of this data.

Documentation

https://github.com/SDOML/sdoml.github.io

Managed By

See all datasets managed by NASA.

Contact

Meng Jin (jinmeng@lmsal.com) and Paul Wright (paul@pauljwright.co.uk)

How to Cite

Solar Dynamics Observatory (SDO) Machine Learning Dataset was accessed on DATE from https://registry.opendata.aws/sdoml-fdl.

Usage Examples

Tutorials
Tools & Applications
Publications

Resources on AWS

  • Description
    The v1 dataset includes AIA observations 2010-2018 and v2 includes AIA observations 2010-2020 in all 10 wavebands (94A, 131A, 171A, 193A, 211A, 304A, 335A, 1600A, 1700A, 4500A), with 512x512 resolution and 6 minutes cadence; HMI vector magnetic field observations in Bx, By, and Bz components, with 512x512 resolution and 12 minutes cadence; The EVE observations in 39 wavelengths from 2010-05-01 to 2014-05-26, with 10 seconds cadence.
    Resource type
    S3 Bucket
    Amazon Resource Name (ARN)
    arn:aws:s3:::gov-nasa-hdrl-data1/contrib/fdl-sdoml/
    AWS Region
    us-west-2
    AWS CLI Access (No AWS account required)
    aws s3 ls --no-sign-request s3://gov-nasa-hdrl-data1/contrib/fdl-sdoml/

Edit this dataset entry on GitHub

Tell us about your project

Home