The characteristics of flare- and CME-productive solar active regions
arXiv:2210.05453 · doi:10.1016/j.asr.2022.10.008
Abstract
Solar flares and coronal mass ejections (CMEs) cause immediate and adverse effects on the interplanetary space and geospace. The deeper understanding of the mechanisms that produce them and the construction of efficient prediction schemes are of paramount importance. The source regions of flares and CMEs exhibit some common morphological characteristics associated with strongly sheared magnetic polarity inversion lines, indicative of the complex magnetic configurations that store huge amounts of free magnetic energy and helicity. This knowledge is transformed into parameters that can help us distinguish efficiently between quiet, flare-, and CME-productive active regions. Nonetheless, flare and CME prediction still faces a number of challenges. The magnetic field information is constrained at the photosphere and accessed only from one vantage point of observation; the dynamic behavior of active regions is still not fully incorporated into predictions; the stochasticity of flares and CMEs renders their prediction probabilistic. To meet these challenges, new properties have been put forward to describe different aspects of magnetic energy storage mechanisms in active regions and offer the opportunity of parametric studies for over an entire solar cycle. This inventory of predictors now includes information from flow fields, transition region/coronal spectroscopy, data-driven modeling of the coronal magnetic field, as well as parameterizations of dynamic effects from time series. Further work towards these directions may help alleviate the current limitations in observing the magnetic field of higher atmospheric layers. This paper reviews these efforts as well as the importance of transforming new knowledge into more efficient predictors and including new types of data.
arXiv comment29 pages, 5 figures, to be published in Advances in Space Research
References in corpus (77)
- The Interface Region Imaging Spectrograph (IRIS)
- The Solar Orbiter mission -- Science overview
- Confined and ejective eruptions of kink-unstable flux ropes
- An Observational Overview of Solar Flares
- The Helioseismic and Magnetic Imager (HMI) Vector Magnetic Field Pipeline: SHARPs -- Space-weather HMI Active Region Patches
- Understanding space weather to shield society: A global road map for 2015-2025 commissioned by COSPAR and ILWS
- Solar Flare Prediction Using SDO/HMI Vector Magnetic Field Data with a Machine-Learning Algorithm
- Flare-productive active regions
- Toward Reliable Benchmarking of Solar Flare Forecasting Methods
- The origin, early evolution and predictability of solar eruptions
- Tracking Vector Magnetograms with the Magnetic Induction Equation
- Driving major solar flares and eruptions: a review
- A Comparison of Flare Forecasting Methods, I: Results from the "All-Clear" Workshop
- The standard flare model in three dimensions III. Slip-running reconnection properties
- The standard flare model in three dimensions. II. Upper limit on solar flare energy
- Solar Flare Prediction Model with Three Machine-Learning Algorithms Using Ultraviolet Brightening and Vector Magnetogram
- Forecasting Solar Flares Using Magnetogram-based Predictors and Machine Learning
- Predicting Solar Flares Using a Long Short-Term Memory Network
- Decoding the Pre-Eruptive Magnetic Field Configurations of Coronal Mass Ejections
- Critical decay index at the onset of solar eruptions
- Predicting Coronal Mass Ejections Using Machine Learning Methods
- A Comparison of Flare Forecasting Methods. II. Benchmarks, Metrics and Performance Results for Operational Solar Flare Forecasting Systems
- Identifying Solar Flare Precursors Using Time Series of SDO/HMI Images and SHARP Parameters
- Flare Prediction Using Photospheric and Coronal Image Data
- The European Solar Telescope
- Formation of Magnetic Flux Ropes during Confined Flaring Well Before the Onset of a Pair of Major Coronal Mass Ejections
- The Magnetic Energy - Helicity Diagram of Solar Active Regions
- Interpreting Eruptive Behavior in NOAA AR 11158 via the Region's Magnetic Energy and Relative Helicity Budgets
- What is the relationship between photospheric flow fields and solar flares?
- A Statistical Solar Flare Forecast Method
- Magnetic Energy and Helicity Budgets in the Active-Region Solar Corona. II. Nonlinear Force-Free Approximation
- Non-neutralized Electric Current Patterns in Solar Active Regions: Origin of the Shear-Generating Lorentz Force
- Productivity of Solar Flares and Magnetic Helicity Injection in Active Regions
- Observational evidence of torus instability as trigger mechanism for coronal mass ejections: the 2011 August 4 filament eruption
- Are Solar Active Regions with Major Flares More Fractal, Multifractal, or Turbulent than Others?
- The variation of relative magnetic helicity around major flares
- A Comparison of Flare Forecasting Methods. III. Systematic Behaviors of Operational Solar Flare Forecasting Systems
- Feature ranking of active region source properties in solar flare forecasting and the uncompromised stochasticity of flare occurrence
- On the Accuracy of the Differential Emission Measure Diagnostics of Solar Plasmas. Application to AIA/SDO. Part II: Multithermal plasmas
- Prediction of Solar Flares Using Unique Signatures of Magnetic Field Images
- Non-neutralized electric currents in solar active regions and flare productivity
- On the Accuracy of the Differential Emission Measure Diagnostics of Solar Plasmas. Application to AIA/SDO. Part I: Isothermal plasmas
- A Comparison of Flare Forecasting Methods. IV. Evaluating Consecutive-Day Forecasting Patterns
- Turbulence in the Solar Atmosphere: Manifestations and Diagnostics via Solar Image Processing
- Magnetic Energy and Helicity Budgets in the Active-Region Solar Corona. I. Linear Force-Free Approximation
- Prediction of Solar Flare Size and Time-to-Flare Using Support Vector Machine Regression
- Operational solar flare prediction model using Deep Flare Net
- An automated classification approach to ranking photospheric proxies of magnetic energy build-up
- The Occurrence and Speed of CMEs Related to Two Characteristic Evolution Patterns of Helicity Injection in Their Solar Source Regions
- SMARPs and SHARPs: Two Solar Cycles of Active Region Data
- Real-time flare prediction based on distinctions between flaring and non-flaring active region spectra
- On flare predictability based on sunspot group evolution
- Dependence of coronal mass ejection properties on their solar source active region characteristics and associated flare reconnection flux
- Statistical study of magnetic non-potential measures in confined and eruptive flares
- Predicting Coronal Mass Ejections Using SDO/HMI Vector Magnetic Data Products and Recurrent Neural Networks
- Solar Flare Prediction Using Magnetic Field Diagnostics Above the Photosphere
- Multiresolution analysis of active region magnetic structure and its correlation with the Mt. Wilson classification and flaring activity
- The spectroscopic imprint of the pre-eruptive configuration resulting into two major coronal mass ejections
- Which Photospheric Characteristics are Most Relevant to Active-Region Coronal Mass Ejections?
- Testing and Improving a Set of Morphological Predictors of Flaring Activity
- Pre-Flare Dynamics of Sunspot Groups
- Flare Forecasting Algorithms Based on High-Gradient Polarity Inversion Lines in Active Regions
- Measuring the magnetic origins of solar flares, CMEs and Space Weather
- A New Magnetic Parameter of Active Regions Distinguishing Large Eruptive and Confined Solar Flares
- Leveraging the Mathematics of Shape for Solar Magnetic Eruption Prediction
- Photospheric Shear Flows in Solar Active Regions and Their Relation to Flare Occurrence
- Differences in periodic magnetic helicity injection behaviour between flaring and non-flaring Active Regions: Case Study
- Magnetic evolution of superactive regions. Complexity and potentially unstable magnetic discontinuities
- Active Region Photospheric Magnetic Properties Derived from Line-of-sight and Radial Fields
- A Prospective New Diagnostic Technique for Distinguishing Eruptive and Non-Eruptive Active Regions
- Flare Productivity of Major Flaring Solar Active Regions: A Time-series Study of Photospheric Magnetic Properties
- On the differences in the periodic behaviour of magnetic helicity flux in flaring active regions with and without X-class events
- A New Space Weather Tool for Identifying Eruptive Active Regions
- The Signature of Flare Activity in Multifractal Measurements of Active Regions Observed by SDO/HMI
- Time Series Analysis of Photospheric Magnetic Parameters of Flare-quiet versus Flaring Active Regions: Scaling Properties of Fluctuations
- Solar observatory Einstein Tower -- Data release of the digitized solar full-disk photographic plate archive
- Differential Emission Measure Evolution as a Precursor of Solar Flares
Cited by in corpus (4)
- The extremely strong non-neutralized electric currents of the unique solar active region NOAA 13664
- Solar active region evolution and imminent flaring activity through a color-coded visualization of photospheric vector magnetograms
- Near-continuous tracking of solar active region NOAA 13664 over three solar rotations
- Solar Flare Prediction Using Long Short-term Memory (LSTM) and Decomposition-LSTM with Sliding Window Pattern Recognition