Predicting Solar cycle 25 using an optimized long short-term memory model based on sunspot area data
出版年份 2023 全文链接
标题
Predicting Solar cycle 25 using an optimized long short-term memory model based on sunspot area data
作者
关键词
-
出版物
ADVANCES IN SPACE RESEARCH
Volume -, Issue -, Pages -
出版商
Elsevier BV
发表日期
2023-01-31
DOI
10.1016/j.asr.2023.01.042
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- A non-linear approach to predicting the amplitude and timing of the sunspot area in cycle 25
- (2022) Partha Chowdhury et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- The size distribution of spots within sunspot groups
- (2021) S. Mandal et al. ASTRONOMY & ASTROPHYSICS
- Progress in Solar Cycle Predictions: Sunspot Cycles 24–25 in Perspective
- (2021) Dibyendu Nandy SOLAR PHYSICS
- Prediction of Amplitude and Timing of Solar Cycle 25
- (2021) Partha Chowdhury et al. SOLAR PHYSICS
- Predicting the 25th solar cycle using deep learning methods based on sunspot area data
- (2021) Qiang Li et al. Research in Astronomy and Astrophysics
- Prediction of solar cycle 25 using deep learning based long short-term memory forecasting technique
- (2021) Amrita Prasad et al. ADVANCES IN SPACE RESEARCH
- Forecasting Solar Cycle 25 Using Deep Neural Networks
- (2020) B. Benson et al. SOLAR PHYSICS
- The solar cycle: predicting the peak of solar cycle 25
- (2020) Z. L. Du ASTROPHYSICS AND SPACE SCIENCE
- EMD and LSTM Hybrid Deep Learning Model for Predicting Sunspot Number Time Series with a Cyclic Pattern
- (2020) Taesam Lee SOLAR PHYSICS
- Randomness in Sunspot Number: A Clue to Predict Solar Cycle 25
- (2020) Bharati Kakad et al. SOLAR PHYSICS
- Overlapping Magnetic Activity Cycles and the Sunspot Number: Forecasting Sunspot Cycle 25 Amplitude
- (2020) Scott W. McIntosh et al. SOLAR PHYSICS
- Forecasting Sunspot Time Series Using Deep Learning Methods
- (2019) Zeydin Pala et al. SOLAR PHYSICS
- A Dynamo-based Forecast of Solar Cycle 25
- (2019) Francois Labonville et al. SOLAR PHYSICS
- A Decline Phase Modeling for the Prediction of Solar Cycle 25
- (2019) Y. B. Han et al. SOLAR PHYSICS
- Long-term solar activity studies using microwave imaging observations and prediction for cycle 25
- (2018) N. Gopalswamy et al. JOURNAL OF ATMOSPHERIC AND SOLAR-TERRESTRIAL PHYSICS
- An Updated Solar Cycle 25 Prediction With AFT: The Modern Minimum
- (2018) Lisa A. Upton et al. GEOPHYSICAL RESEARCH LETTERS
- Prediction of solar cycle 25: a non-linear approach
- (2018) V Sarp et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- Magnetic Helicity as a Predictor of the Solar Cycle
- (2018) G. Hawkes et al. SOLAR PHYSICS
- An Early Prediction of the Amplitude of Solar Cycle 25
- (2018) W. Dean Pesnell et al. SOLAR PHYSICS
- Prediction of the strength and timing of sunspot cycle 25 reveal decadal-scale space environmental conditions
- (2018) Prantika Bhowmik et al. Nature Communications
- Precursors of an upcoming solar cycle at high latitudes from coronal green line data
- (2017) K. Petrovay et al. JOURNAL OF ATMOSPHERIC AND SOLAR-TERRESTRIAL PHYSICS
- Improvement of solar-cycle prediction: Plateau of solar axial dipole moment
- (2017) H. Iijima et al. ASTRONOMY & ASTROPHYSICS
- Predicting the maximum amplitude of solar cycle 25 and its timing
- (2015) K.J. Li et al. JOURNAL OF ATMOSPHERIC AND SOLAR-TERRESTRIAL PHYSICS
- The Solar Cycle
- (2015) David H. Hathaway Living Reviews in Solar Physics
- Properties of sunspot umbrae observed in cycle 24
- (2014) Christoph Kiess et al. ASTRONOMY & ASTROPHYSICS
- An early prediction of the maximum amplitude of the solar cycle 25
- (2013) Hamid R. Helal et al. Journal of Advanced Research
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExplorePublish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn More