Prediction of theDstIndex and Analysis of Its Dependence on Solar Wind Parameters Using Neural Network
Author:
Affiliation:
1. National Research Institute of Astronomy and Geophysics; Helwan Egypt
2. Faculty of Science; Zagazig University; Zagazig Egypt
Publisher
American Geophysical Union (AGU)
Subject
Atmospheric Science
Link
http://onlinelibrary.wiley.com/wol1/doi/10.1029/2018SW001863/fullpdf
Reference57 articles.
1. Prediction of development of geomagnetic storms using the solar wind-magnetosphere energy coupling function epsilon;Akasofu;Planetary and Space Science,1981
2. Relativity and the solar wind: The Maxwell-equation origins of the solar-wind motional electric field;Borovsky;Journal of Electromagnetic Analysis and Applications,2016
3. Data derived NARMAX Dst model;Boynton;Annales Geophysicae,2011
4. An empirical relationship between interplanetary conditions and Dst;Burton;Journal of Geophysical Research,1975
5. A nonlinear autoregressive approach to statistical prediction of disturbance storm time geomagnetic fluctuations using solar data;Caswell;Journal of Signal and Information Processing,2014
Cited by 21 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. How to identify and forecast severe space weather events;Journal of Atmospheric and Solar-Terrestrial Physics;2024-02
2. A transformer-based framework for predicting geomagnetic indices with uncertainty quantification;Journal of Intelligent Information Systems;2023-11-18
3. The Short Time Prediction of the Dst Index Based on the Long-Short Time Memory and Empirical Mode Decomposition–Long-Short Time Memory Models;Applied Sciences;2023-10-29
4. Physics-informed neural networks for modeling astrophysical shocks;Machine Learning: Science and Technology;2023-08-29
5. The Possibility of Real-Time and Long-Term Predictions for Geomagnetic Storms Using Neural Networks;Natural Hazards Review;2023-08
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3