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Space Weather Forecasts of Ground Level Space Weather in the UK: Evaluating Performance and Limitations
A. W. Smith, I. J. Rae, C. Forsyth, J. C. Coxon, M.‐T. Walach, C. J. Lao, D. S. Bloomfield, S. A. Reddy, M. K. Coughlan, A. Keesee and S. Bentley Space Weather 22(11) (2024) https://doi.org/10.1029/2024SW003973
Can Solar Limb Flare Prediction Be Properly Made by Extreme-ultraviolet Intensities?
Jaewon Lee, Yong-Jae Moon, Hyun-Jin Jeong, Kangwoo Yi and Harim Lee The Astrophysical Journal Letters 971(2) L47 (2024) https://doi.org/10.3847/2041-8213/ad6b9b
Prediction of solar energetic events impacting space weather conditions
Manolis K. Georgoulis, Stephanie L. Yardley, Jordan A. Guerra, Sophie A. Murray, Azim Ahmadzadeh, Anastasios Anastasiadis, Rafal Angryk, Berkay Aydin, Dipankar Banerjee, Graham Barnes, Alessandro Bemporad, Federico Benvenuto, D. Shaun Bloomfield, Monica Bobra, Cristina Campi, Enrico Camporeale, Craig E. DeForest, A. Gordon Emslie, David Falconer, Li Feng, Weiqun Gan, Lucie M. Green, Sabrina Guastavino, Mike Hapgood, Dustin Kempton, et al. Advances in Space Research (2024) https://doi.org/10.1016/j.asr.2024.02.030
SunSCC: Segmenting, Grouping and Classifying Sunspots From Ground‐Based Observations Using Deep Learning
Niels Sayez, Christophe De Vleeschouwer, Véronique Delouille, Sabrina Bechet and Laure Lefèvre Journal of Geophysical Research: Space Physics 128(12) (2023) https://doi.org/10.1029/2023JA031548
The characteristics of flare- and CME-productive solar active regions
Properties of Flare-imminent versus Flare-quiet Active Regions from the Chromosphere through the Corona. II. Nonparametric Discriminant Analysis Results from the NWRA Classification Infrastructure (NCI)
Analysis of Flare Occurring Based on Sunspot Changing Patterns Using Zurich Method in February – April 2022 at the Astronomy Laboratory of Physics FMIPA State University of Malang
Predicting Solar Flares Using CNN and LSTM on Two Solar Cycles of Active Region Data
Zeyu Sun, Monica G. Bobra, Xiantong Wang, Yu Wang, Hu Sun, Tamas Gombosi, Yang Chen and Alfred Hero The Astrophysical Journal 931(2) 163 (2022) https://doi.org/10.3847/1538-4357/ac64a6
Flare-forecasting Algorithms Based on High-gradient Polarity Inversion Lines in Active Regions
Domenico Cicogna, Francesco Berrilli, Daniele Calchetti, Dario Del Moro, Luca Giovannelli, Federico Benvenuto, Cristina Campi, Sabrina Guastavino and Michele Piana The Astrophysical Journal 915(1) 38 (2021) https://doi.org/10.3847/1538-4357/abfafb
Solar Flare Prediction Based on the Fusion of Multiple Deep-learning Models
Rongxin Tang, Wenti Liao, Zhou Chen, Xunwen Zeng, Jing-song Wang, Bingxian Luo, Yanhong Chen, Yanmei Cui, Meng Zhou, Xiaohua Deng, Haimeng Li, Kai Yuan, Sheng Hong and Zhiping Wu The Astrophysical Journal Supplement Series 257(2) 50 (2021) https://doi.org/10.3847/1538-4365/ac249e
Evaluating Pointing Strategies for Future Solar Flare Missions
How to Train Your Flare Prediction Model: Revisiting Robust Sampling of Rare Events
Azim Ahmadzadeh, Berkay Aydin, Manolis K. Georgoulis, Dustin J. Kempton, Sushant S. Mahajan and Rafal A. Angryk The Astrophysical Journal Supplement Series 254(2) 23 (2021) https://doi.org/10.3847/1538-4365/abec88
Multivariate time series dataset for space weather data analytics
A framework for designing and evaluating solar flare forecasting systems
A E A da Silva, G P Coelho, A L S Gradvohl and T Cinto Monthly Notices of the Royal Astronomical Society 495(3) 3332 (2020) https://doi.org/10.1093/mnras/staa1257
A Comparison of Flare Forecasting Methods. IV. Evaluating Consecutive-day Forecasting Patterns
Sung-Hong Park, K. D. Leka, Kanya Kusano, Jesse Andries, Graham Barnes, Suzy Bingham, D. Shaun Bloomfield, Aoife E. McCloskey, Veronique Delouille, David Falconer, Peter T. Gallagher, Manolis K. Georgoulis, Yuki Kubo, Kangjin Lee, Sangwoo Lee, Vasily Lobzin, JunChul Mun, Sophie A. Murray, Tarek A. M. Hamad Nageem, Rami Qahwaji, Michael Sharpe, R. A. Steenburgh, Graham Steward and Michael Terkildsen The Astrophysical Journal 890(2) 124 (2020) https://doi.org/10.3847/1538-4357/ab65f0
Reliable Probability Forecast of Solar Flares: Deep Flare Net-Reliable (DeFN-R)
A Comparison of Flare Forecasting Methods. II. Benchmarks, Metrics, and Performance Results for Operational Solar Flare Forecasting Systems
K. D. Leka, Sung-Hong Park, Kanya Kusano, Jesse Andries, Graham Barnes, Suzy Bingham, D. Shaun Bloomfield, Aoife E. McCloskey, Veronique Delouille, David Falconer, Peter T. Gallagher, Manolis K. Georgoulis, Yuki Kubo, Kangjin Lee, Sangwoo Lee, Vasily Lobzin, JunChul Mun, Sophie A. Murray, Tarek A. M. Hamad Nageem, Rami Qahwaji, Michael Sharpe, Robert A. Steenburgh, Graham Steward and Michael Terkildsen The Astrophysical Journal Supplement Series 243(2) 36 (2019) https://doi.org/10.3847/1538-4365/ab2e12
A Comparison of Flare Forecasting Methods. III. Systematic Behaviors of Operational Solar Flare Forecasting Systems
K. D. Leka, Sung-Hong Park, Kanya Kusano, Jesse Andries, Graham Barnes, Suzy Bingham, D. Shaun Bloomfield, Aoife E. McCloskey, Veronique Delouille, David Falconer, Peter T. Gallagher, Manolis K. Georgoulis, Yuki Kubo, Kangjin Lee, Sangwoo Lee, Vasily Lobzin, JunChul Mun, Sophie A. Murray, Tarek A. M. Hamad Nageem, Rami Qahwaji, Michael Sharpe, Robert A. Steenburgh, Graham Steward and Michael Terkildsen The Astrophysical Journal 881(2) 101 (2019) https://doi.org/10.3847/1538-4357/ab2e11
Ensemble Forecasting of Major Solar Flares with Short-, Mid-, and Long-term Active Region Properties
Daye Lim, Yong-Jae Moon, Eunsu Park, Jongyeob Park, Kangjin Lee, Jin-Yi Lee and Soojeong Jang The Astrophysical Journal 885(1) 35 (2019) https://doi.org/10.3847/1538-4357/ab45e7
Time‐Window Approaches to Space‐Weather Forecast Metrics: A Solar Wind Case Study