FAI and GOES eclipses: Difference between revisions
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|number = 508 | |number = 508 | ||
|first_author = Hugh HUDSON | |first_author = Hugh HUDSON | ||
|publish_date = October 20, 2025 | |publish_date = October 20, 2025 | ||
|next_nugget = TBD | |next_nugget = TBD | ||
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near-real-time data, and with no anticipation of flare location, | near-real-time data, and with no anticipation of flare location, | ||
it is available | it is available | ||
[https://www.astro.gla.ac.uk/users/hsh3f/scratch/fai.html here]). | [https://www.astro.gla.ac.uk/users/hsh3f/scratch/fai.html here]) | ||
and we described its inception in | |||
[https://heliowiki.smce.nasa.gov/wiki/index.php/Search_for_a_Flare_Anticipation_Index_(FAI) an earlier Nugget]. | |||
The FAI has almost no false positives, but there is one situation in | The FAI has almost no false positives, but there is one situation in | ||
which this can happen, as illustrated in Figure 1. | which this can happen, as illustrated in Figure 1. | ||
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The dotted and dash-dotted lines show GOES C- and M-class flux levels, | The dotted and dash-dotted lines show GOES C- and M-class flux levels, | ||
respectively. | respectively. | ||
The right panel shows how the algorithm | The right panel shows how the algorithm can get confused by eclipses. | ||
</i>]] | </i>]] | ||
The figure shows that the FAI algorithm falsely interpreted an eclipse | The figure shows that the FAI algorithm has falsely interpreted an eclipse | ||
recovery as | recovery as an M-class solar flare. | ||
This interesting behavior leads us to study how this works. | This interesting behavior leads us to study how this works. | ||
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Left, GOES-16 soft X-ray time series for a two-hour interval containing | Left, GOES-16 soft X-ray time series for a two-hour interval containing | ||
an Earth intrusion. | an Earth intrusion. | ||
The penumbra makes the shadow fuzzy, | The penumbra makes the Earth's shadow fuzzy, and there is an atmosphere. | ||
that | This means that Earth does not provide a knife-edge as sharp as that seen in a | ||
true eclipse, when the Moon moves between GOES and the Sun. | |||
Right, two hours of data with a proper eclipse produced by the Moon sliding | Right, two hours of data with a proper eclipse produced by the Moon sliding | ||
across the Sun. | across the Sun. | ||
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== Conclusion == | == Conclusion == | ||
The source of FAI "false positive" signals, such as the one in Figure 1, | The source of the FAI "false positive" signals, such as the one in Figure 1, | ||
lies somewhere in the behavior of the penumbral region of an Earth | lies somewhere in the behavior of the penumbral region of an Earth | ||
occultation of the GOES spacecraft. | occultation of the GOES spacecraft. | ||
There are always two GOES spacecraft in operation (Ref. [2]), so this | There are always two GOES spacecraft in operation (Ref. [2]), so this | ||
is not a fundamental problem, just an artifact of the real-time data | is not a fundamental problem, just an artifact of the real-time data | ||
restriction to | restriction to only one of them. | ||
More interestingly, the high time resolution (1 s) of the GOES data | More interestingly, the high time resolution (1 s) of the GOES data | ||
Latest revision as of 13:48, 24 October 2025
| Nugget | |
|---|---|
| Number: | 508 |
| 1st Author: | Hugh HUDSON |
| 2nd Author: | |
| Published: | October 20, 2025 |
| Next Nugget: | TBD |
| Previous Nugget: | The EUV Late Phase |
Introduction: Beware of (rare) FAI failures!
The "Flare Anticipation Index" (Ref. [1]) is a resource for early detection of solar flares. In a preliminary form (based on GOES near-real-time data, and with no anticipation of flare location, it is available here) and we described its inception in an earlier Nugget. The FAI has almost no false positives, but there is one situation in which this can happen, as illustrated in Figure 1.
The figure shows that the FAI algorithm has falsely interpreted an eclipse recovery as an M-class solar flare. This interesting behavior leads us to study how this works.
Two kinds of GOES eclipse
The GOES satellites are in geostationary orbit above the Earth's equator, and so have much the same geometry as ground-based observers for eclipses of the Sun as occur when the Moon gets between the Sun and the observer. But at geosynchronous orbit, the Earth can also interfere; such eclipses occur on a daily basis in Spring and Fall, and are much more impactful - from this orbit, the Earth subtends a large solid angle, and so the GOES eclipses can last for more than an hour of totality.
Figure 2 shows the GOES XRS time series - fluxes of soft X-rays in the standard bands 1-8 Å and 0.5-4 Å - on a day in which eclipses of both sorts happened. They produce strikingly different effects: the huge angular size of the Earth, as seen from geosynchronous orbit, results in a long umbra with total eclipse, flanked by two-minute intervals of penumbra. The "lunar intrusion" in this case is like a partial solar eclipse as seen on Earth's surface.
The images in Figure 3 show how the "true" eclipse works, via EUV images obtained by the SUVI imager on the same GOES-16 spacecraft (image times [15:31:09,15:39:09,16:03:09,16:23:09] UT, 171 Å passband). Note that in this case the N polar region of the Sun is un-occulted as the Moon moves across; this probably explains the non-zero minimum signal seen in the 1-8 Å channel. The lack of a corresponding detection in the 0.5-4 Å channel implies a low plasma temperature (below 4 MK, not exactly arctic, but it is a polar cap).
Conclusion
The source of the FAI "false positive" signals, such as the one in Figure 1, lies somewhere in the behavior of the penumbral region of an Earth occultation of the GOES spacecraft. There are always two GOES spacecraft in operation (Ref. [2]), so this is not a fundamental problem, just an artifact of the real-time data restriction to only one of them.
More interestingly, the high time resolution (1 s) of the GOES data suggest that using the limb of the Moon as a sharp knife-edge scanner could produce solar X-ray imaging information at angular scales well below an arc second. Note the rich structure in the right-hand panel of Figure 2, which corresponds to the sharp (though rugged) limb of the Moon scanning across the X-ray structure related to the images of Figure 3. For absolute image information one would need to consult the [LOLA] database of correspondingly precise lunar limb shape (Ref. [3]).
References
[1] "Anticipating Solar Flares"
[2] "Chapter 19 - GOES-R Series Solar X-ray and Ultraviolet Irradiance"