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Turning Noise Into Data: Characterization of the Van Allen Radiation Belt Using SDO Spikes Data
Published 2023-03-01Subjects: Get full text
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CME Magnetic Structure and IMF Preconditioning Affecting SEP Transport
Published 2021-04-01Subjects: Get full text
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Meeting Report: International Magnetosphere Coupling IV (IMC‐IV) Workshop GFZ‐Potsdam, Germany, 2–7 June 2024
Published 2025-01-01“…This meeting and the report pave the way for the formation of the European Heliophysics Community.…”
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Solar Wind Prediction Using Deep Learning
Published 2020-09-01“…Such an approach may help us discover hitherto unknown relationships in heliophysics data sets.…”
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Advancing Diversity and Inclusion in United States' Space Weather and Space Physics Communities
Published 2020-10-01“…Abstract Following a panel discussion at the 2019 AGU Fall Meeting with an atypical gender ratio, we discuss the diversity and inclusion (D&I) initiatives at NASA Goddard Space Flight Center with Deputy Director for the Heliophysics Science Division, Dr. Antti Pulkkinen. We focus on gender diversity and efforts by AGU to promote D&I and how it applies specifically to the Space Physics and Aeronomy (SPA) section of AGU.…”
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Single and Multiwavelength Detection of Coronal Dimming and Coronal Wave Using Faster R-CNN
Published 2019-01-01“…In addition, we have collected and processed a dataset that includes the solar images and event records, where the solar images come from the Atmospheric Imaging Assembly (AIA) of Solar Dynamics Observatory (SDO) and the event records come from Heliophysics Event Knowledgebase (HEK). Different from the methods used before, we introduce the idea of deep learning. …”
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International Coordination and Support for SmallSat‐Enabled Space Weather Activities
Published 2020-12-01Get full text
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A Surrogate Model for Studying Solar Energetic Particle Transport and the Seed Population
Published 2023-12-01“…The mechanism that accelerates the SEPs to the observed energy ranges, their transport in the inner heliosphere, and the influence of suprathermal seed particle spectrum are open questions in heliophysics. Accurate predictions of the occurrences of SEP events well in advance are necessary to mitigate their adverse effects but prediction based on first principle models still remains a challenge. …”
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Warning Time Analysis From SEP Simulations of a Two‐Tier REleASE System Applied to Mars Exploration
Published 2020-04-01Get full text
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Solar Wind Speed Prediction via Graph Attention Network
Published 2022-07-01“…Through visualization, we find GTA excavates the relationships between multiply variables without domain prior knowledge, which may help us find other unknown associations in heliophysics data sets. The data and code are available from https://github.com/syrGitHub/GTA.…”
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Probabilistic Forecasts of Storm Sudden Commencements From Interplanetary Shocks Using Machine Learning
Published 2020-11-01Get full text
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An Efficient, Time‐Dependent High Speed Stream Model and Application to Solar Wind Forecasts
Published 2023-05-01Get full text
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Estimating Satellite Orbital Drag During Historical Magnetic Superstorms
Published 2020-11-01Get full text
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Collection, Collation, and Comparison of 3D Coronal CME Reconstructions
Published 2024-01-01Get full text
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Substorm‐Time Ground dB/dt Variations Controlled by Interplanetary Shock Impact Angles: A Statistical Study
Published 2024-03-01Get full text
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