VAMPIRE: Using a Random Forest to Forecast Earth’s Outer Van Allen Radiation Belt
The Outer Van Allen Radiation Belt is highly dynamic in both strength and location, being driven by several distinct physical processes, making it difficult to predict for spacecraft operators. Forecasting models exist, in part, to minimise potential
Authors
- I. J. Rae (ORCID: https://orcid.org/0000-0002-2637-4786)
- Edmund Henley (ORCID: https://orcid.org/0000-0003-2740-5414)
- A. W. Smith (ORCID: https://orcid.org/0000-0001-7321-4331)
- Suzy Bingham (ORCID: https://orcid.org/0000-0002-6977-0885)
- C. E. J. Watt (ORCID: https://orcid.org/0000-0003-3193-8993)
- François‐Xavier Bocquet (ORCID: https://orcid.org/0000-0002-1414-4326)
- K. R. Murphy (ORCID: https://orcid.org/0000-0002-3063-6451)
- Dylan James Weston (ORCID: https://orcid.org/0009-0002-6174-5535)
Institutions
- Met Office (GB)
- Northumbria University (GB)
- Lakehead University (CA)
Publication Details
- Published
- 2025-08-25
- DOI
- https://doi.org/10.22541/essoar.175611399.91318861/v1
- Primary Topic
- Atmospheric and Environmental Gas Dynamics
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Aeronautics and Space Administration
- Universitetet i Tromsø
- Alberta Agricultural Research Institute
- Florida Institute of Technology
- Met Office
- Sveriges Geologiska Undersökning
- Università degli Studi dell'Aquila
- National Oceanic and Atmospheric Administration
- Goddard Space Flight Center
- Helmholtz-Zentrum Potsdam - Deutsches GeoForschungsZentrum GFZ