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Planning the Future Space Weather Operations and Research Infrastructure Proceedings of the Phase II Workshop (2022) / Chapter Skim
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Pages 105-108

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From page 105...
... In describing the history of knowledge graphs and commons across contexts and nascent work to create them for heliophysics, we identify the technologies that are prerequisite to more robust, responsive, and responsible data assimilation, machine learning, and ensemble modeling. In organizing thoughts to guide the committee and community around these underlying technologies, we arrive at very concrete recommendations for the future of space weather operations and research and for our increasingly wide-reaching community.
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From page 106...
... The ML model seems to develop a "memory" that responds to expansion and contraction of the polar cap in latitude in response to changing Al and Au indices. Magnetoseismology for Space Weather Operations and Research Peter Chi, University of California, Los Angeles https://vimeo.com/showcase/9407816/video/697514066 Seismology is a well-established method.
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From page 107...
... D Acronyms and Abbreviations ACE Advanced Composition Explorer ADAPT Air Force Data Assimilative Photospheric Flux Transport AI artificial intelligence AIP American Institute of Physics AMPERE Active Magnetosphere and Planetary Electrodynamics Response Experiment AMR adaptive mesh refinement ANSWERS Advancing National Space Weather Expertise and Research toward Societal Resilience AOM Arctic Observing Mission ARC Applied Research Challenge CCMC Community Coordinated Modeling Center CCOR Compact Coronagraph CEDAR Coupling, Energetics, and Dynamics of Atmospheric Regions CIR corotating interaction region CME coronal mass ejection COE Center of Excellence COSMIC-2 Constellation Observing System for Meteorology, Ionosphere, and Climate 2 COSPAR Committee on Space Research COTS commercial off-the-shelf CSA Canadian Space Agency CuSP CubeSat for Solar Particles CV computer vision DA data assimilation DMSP Defense Meteorological Satellite Program 107
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From page 108...
... HERMES Heliophysics Environmental and Radiation Measurement Experiment Suite HF high frequency HMI Helioseismic and Magnetic Imager HPD Heliophysics Division HSO Heliophysics System Observatory HSS high-speed stream ICME interplanetary coronal mass ejection IGRF International Geomagnetic Reference Field IMF interplanetary magnetic field IRIS In Situ and Remote Ionospheric Sensing ISR incoherent scatter radar ISS International Space Station ISWAT International Space Weather Action Team ITM ionosphere–thermosphere–mesosphere IWG interagency working group
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Key Terms

  • space weather
  • solar wind
  • data science
  • magnetic field
  • weather operations

  • data assimilation
  • machine learning
  • neutral winds
  • ensemble modeling
  • national space

  • heliophysics division
  • density profiles
  • coronal mass
  • space flight
  • uncertainty quantification

  • space science
  • goddard space
  • bow shock
  • flight center
  • international space


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