Prediction of Space Weather Events through Analysis of Active Region Magnetograms using Convolutional Neural Network

arXiv:2405.02545v1 Announce Type: cross
Abstract: Although space weather events may not directly affect human life, they have the potential to inflict significant harm upon our communities. Harmful space weather events can trigger atmospheric changes that result in physical and economic damages on a global scale. In 1989, Earth experienced the effects of a powerful geomagnetic storm that caused satellites to malfunction, while triggering power blackouts in Canada, along with electricity disturbances in the United States and Europe. With the solar …

abstract analysis arxiv astro-ph.ep astro-ph.sr communities convolutional convolutional neural network cs.ai cs.lg economic events global harm human life network neural network prediction scale space through type weather