Science1 publisher3 min readPublished
Fitting 300 solar flares to sunspot area turns 400 years of records into a superflare estimate
Krivova's team fitted flare energy against active-region area using seven years of Solar Dynamics Observatory data, then pushed that fit through the largest sunspots in 400 years of records to ask what the Sun could manage.
The Scientist · Science desk

What happened
- A Max Planck and University of Colorado team fitted the energy of the 300 strongest flares in Solar Dynamics Observatory data from 2010 to 2016 against the size of the active region that produced each one.
- They then ran that relation backwards over the largest sunspots in the systematic record, inferring active-region size from spot size and eruption strength from active-region size.
- Flare energies have been measurable only since the space age began about 70 years ago, and the Sun has produced no superflare within that window.
- Radioactive isotope spikes in historical tree trunks and Arctic permafrost ice cores indicate Earth has repeatedly taken intense bombardment by high-energy solar particles.
Compiled by The ScientistSomething wrong?How this is made
Why it matters
- capability If the area-to-energy relation holds outside the range it was fitted on, the 400-year sunspot ledger becomes a usable proxy catalogue of flare magnitudes, stretching the record about 5.7 times beyond the space age.
- constraint Because a flare leaves no long-term traces, no terrestrial archive can ever confirm a past solar superflare directly, so the case stays circumstantial however well the scaling is calibrated.
- decision Anyone deciding whether to treat a 1947-class spot group as a design case is waiting on a number the published account of this work has not yet put in public view.
- exposure The hardware in the path is specific and unglamorous: orbiting satellites and the transformers sitting in substations, both of which are damaged by particles rather than by the flare's light.
Krivova's own sentence carries the weight here. The fit relating released energy to active-region area was built from the 300 strongest flares between 2010 and 2016 [3], roughly 43 events a year [1], and she is explicit that no superflare fell inside that window while holding that the statistical relationship "should hold true for more powerful events as well" [5]. That is a stated expectation about how stored magnetic energy scales with area, and the entire extrapolation rests on it. Superflares release more energy than trillions of hydrogen bombs and have been observed directly only on distant stars [9], so there is no solar data point at the top of the curve to check the fit against.
This method stacks two separate inferences. What 400 years of records contain is sunspot area [7]; what a flare draws on is the active region around the spot, the patch where the magnetic field is strong and complex in structure [4]. The team reads spot size to get region size, then region size to get eruption strength, and they went looking specifically for the rare high-energy outliers [6]. Each hop carries scatter, and the scatter at the top end is where an extrapolated worst case lives or dies.
Looked at closely, the quiet space-age record offers a much weaker constraint than it appears to. Take the once-a-century rate the MPS group reported in late 2024 for stars resembling the Sun in key characteristics [12] and apply it to the roughly 70 years in which flare energies have been measurable at all [10]: 0.7 expected events, and a Poisson probability of seeing exactly none of about 50 percent [2]. Seventy years of nothing is what such a star delivers about half the time. That arithmetic assumes the Sun's own rate matches its peer group's, which is the proposition under test.
Whether a superflare would reach the hardware is a separate question, and the coupling between flare energy and particle damage is far from clean. Damage comes from particles, and Valeriy Vasilyev, lead author of a companion review in the same journal, describes extreme particle eruptions and particularly intense flares as occurring together often, but not always [15]. An energy ceiling for the flare therefore falls short of a fluence forecast for the ground.
This whole picture still awaits the number that would anchor it. The phys.org account opens a section headed "The 1947 sunspot benchmark" and its text breaks off mid-sentence on one of the largest sunspots the Sun has displayed [8], so the energy the fit assigns to that group, and where that energy sits against superflares measured on other stars, is not on the table. Krivova's own summary of the state of play is that some evidence suggests the Sun can produce superflares at great intervals, with no direct proof [18]. On the evidence available, this is a defensible bound on magnitude inferred from a correlation, not a demonstration that the Sun has ever fired one.
What to watch
- The full Philosophical Transactions paper's figure for the 1947 sunspot group, and where that energy falls against superflares measured on other stars.
- Any attempt to match isotope-dated extreme particle events to sunspot areas from the 400-year record, which would test the scaling near its top end.
- Whether Vasilyev's often-but-not-always association is ever quantified into odds that a solar superflare arrives with a particle storm at Earth.