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MachineLearning

Extracting and Analysing Solar Features With A.I.

Coronal hole masked viewed by the HEK

Authors:

Michael Kirk and Raphael Attie @ NASA/GSFC

yeah that's supposed to be a photo of us (not really) working

Acknowledgements:

  • SDO, AIA & HMI JSOC team:

    • https://sdo.gsfc.nasa.gov/mission/science.php SDO spacecraft

    • http://jsoc.stanford.edu/

  • Heliophysics Event Knowledgebase (aka HEK), Lockheed Martin Solar Applications Laboratory (LMSAL)

  • Feature detection and labeling algorithms by one HEK of a team at the Royal Observatory of Belgium (ROB) ROB & USET telescope dome

  • JPEG2000 files provided by the ESA and NASA funded Helioviewer project helioviewer

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Machine Learning Code For Solar Physics

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