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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Astron. Space Sci.</journal-id>
<journal-title>Frontiers in Astronomy and Space Sciences</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Astron. Space Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-987X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1522139</article-id>
<article-id pub-id-type="doi">10.3389/fspas.2024.1522139</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Astronomy and Space Sciences</subject>
<subj-group>
<subject>Perspective</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>The 10 October 2024 geomagnetic storm may have caused the premature reentry of a Starlink satellite</article-title>
<alt-title alt-title-type="left-running-head">Oliveira et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fspas.2024.1522139">10.3389/fspas.2024.1522139</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Oliveira</surname>
<given-names>Denny M.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1447477/overview"/>
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<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zesta</surname>
<given-names>Eftyhia</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
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<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Nandy</surname>
<given-names>Dibyendu</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1963552/overview"/>
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<aff id="aff1">
<sup>1</sup>
<institution>Goddard Planetary Heliophysics Institute</institution>, <institution>University of Maryland</institution>, <addr-line>Baltimore</addr-line>, <addr-line>MD</addr-line>, <country>United States</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Geospace Physics Laboratory</institution>, <institution>NASA Goddard Space Flight Center</institution>, <addr-line>Greenbelt</addr-line>, <addr-line>MD</addr-line>, <country>United States</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Physical Sciences</institution>, <institution>Indian Institute of Science Education and Research Kolkata</institution>, <addr-line>Kolkata</addr-line>, <country>India</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Center of Excellence in Space Sciences India</institution>, <institution>Indian Institute of Science Education and Research Kolkata</institution>, <addr-line>Kolkata</addr-line>, <country>India</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1483617/overview">Andrey Samsonov</ext-link>, University College London, United Kingdom</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1931526/overview">Ravindra Desai</ext-link>, University of Warwick, United Kingdom</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1971225/overview">Mike Hapgood</ext-link>, Rutherford Appleton Laboratory, United Kingdom</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Denny M. Oliveira, <email>denny@umbc.edu</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>06</day>
<month>01</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>11</volume>
<elocation-id>1522139</elocation-id>
<history>
<date date-type="received">
<day>04</day>
<month>11</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>13</day>
<month>12</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Oliveira, Zesta and Nandy.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Oliveira, Zesta and Nandy</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>In this short communication, we qualitatively analyze possible effects of the 10 October 2024 geomagnetic storm on accelerating the reentry of a Starlink satellite from very low-Earth orbit (VLEO). The storm took place near the maximum of solar cycle (SC) 25, which has shown to be more intense than SC24. Based on preliminary geomagnetic indices, the 10 October 2024, along with the 10 May 2024, were the most intense events since the well-known Halloween storms of October/November 2003. By looking at a preliminary version of the Dst index and altitudes along with velocities extracted from two-line element (TLE) data of the Starlink-1089 (SL-1089) satellite, we observe a possible connection between storm main phase onset and a sharp decay of SL-1089. The satellite was predicted to reenter on 22 October, but it reentered on 12 October, 10 days before schedule. The sharp altitude decay of SL-1089 revealed by TLE data coincides with the storm main phase onset. We compare the deorbiting altitudes of another three satellites during different geomagnetic conditions and observe that the day difference between actual and predicted reentries increases for periods with higher geomagnetic activity. Therefore, we call for future research to establish the eventual causal relationship between storm occurrence and satellite orbital decay. As predicted by previous works, SC25 is already producing extreme geomagnetic storms with unprecedented satellite orbital drag effects and consequences for current megaconstellations in VLEO.</p>
</abstract>
<kwd-group>
<kwd>geomagnetic storms</kwd>
<kwd>satellite megaconstellations</kwd>
<kwd>thermospheric mass density</kwd>
<kwd>satellite orbital drag</kwd>
<kwd>satellite reentry</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Space Physics</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Intense solar wind perturbations, such as coronal mass ejections (CMEs), can greatly disturb the Earth&#x2019;s magnetic field due to the occurrence of geomagnetic storms (<xref ref-type="bibr" rid="B2">Akasofu, 1966</xref>; <xref ref-type="bibr" rid="B16">Gonzalez et al., 1994</xref>). Geomagnetic storms are global phenomena characterized by intense magnetospheric energy input into the ionosphere-thermosphere (IT) system. During active times, the primary energy sources that heat the atmosphere are Joule heating and particle precipitation (<xref ref-type="bibr" rid="B25">Knipp et al., 2004</xref>; <xref ref-type="bibr" rid="B41">Pr&#xf6;lss, 2011</xref>). Such magnetospheric energy primarily leads the thermosphere to heat and upwell globally driving the propagation of large-scale gravity waves and atmospheric wind surges (<xref ref-type="bibr" rid="B9">Bruinsma and Forbes, 2007</xref>; <xref ref-type="bibr" rid="B41">Pr&#xf6;lss, 2011</xref>; <xref ref-type="bibr" rid="B14">Emmert, 2015</xref>). The atmosphere first responds to energy input at high latitudes within minutes of the storm main phase onset (<xref ref-type="bibr" rid="B44">Shi et al., 2017</xref>), whereas it responds globally <inline-formula id="inf1">
<mml:math id="m1">
<mml:mrow>
<mml:mo>&#x223c;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 3 h after storm main phase onset (<xref ref-type="bibr" rid="B40">Oliveira et al., 2017</xref>). While flying in low-Earth orbit (LEO, below 1,000 km altitude), due to increased levels of atmospheric density, satellites then experience enhanced levels of drag forces which in turn enhance orbital drag effects. Such effects are quantified by many parameters, including satellite geometry, drag coefficient, area-to-mass ratio, and thermospheric neutral mass density and ions, which is derived from drag acceleration measurements (<xref ref-type="bibr" rid="B46">Sutton et al., 2005</xref>; <xref ref-type="bibr" rid="B10">Chen et al., 2012</xref>; <xref ref-type="bibr" rid="B33">Mehta et al., 2023</xref>). Thermosphere heating and subsequent orbital drag effects usually occur during geomagnetic storms of different levels, but they are much more intense during extreme events (<xref ref-type="bibr" rid="B28">Krauss et al., 2015</xref>; <xref ref-type="bibr" rid="B37">Oliveira and Zesta, 2019</xref>; <xref ref-type="bibr" rid="B49">Zesta and Oliveira, 2019</xref>).</p>
<p>SpaceX is a private company that has recently launched thousands of satellites into LEO. That satellite megaconstellation is named Starlink, with the primary goal to provide internet service worldwide (<xref ref-type="bibr" rid="B42">Ren et al., 2022</xref>). One of the most recent examples of storm-time satellite orbital drag effects experienced in LEO is provided by Starlink satellites. According to <xref ref-type="bibr" rid="B18">Hapgood et al. (2022)</xref>, 49 Starlink satellites were deployed on 3 February 2022 while a weak geomagnetic storm, classified as a G1 event, was raging on. As a result, 38 satellites did not make it to their intended altitude due to storm effects. Prior to early February 2022, SpaceX launched their satellites to very-low Earth orbit (VLEO) altitudes near 210 km where electric thrusters were turned on to uplift the satellite to operational altitudes around 500 km (<xref ref-type="bibr" rid="B18">Hapgood et al., 2022</xref>). However, the satellites typically perform a few orbits before being lifted up, but the environment was quite perturbed due to the minor geomagnetic storm occurrence (<xref ref-type="bibr" rid="B13">Dang et al., 2022</xref>; <xref ref-type="bibr" rid="B15">Fang et al., 2022</xref>; <xref ref-type="bibr" rid="B5">Berger et al., 2023</xref>).</p>
<p>If a weak geomagnetic storm can bring down satellites from VLEO, what can an extreme event do? In this short communication, we briefly discuss possible effects of the extreme geomagnetic storm of 10 October 2024 on forcing the premature reentry of a Starlink satellite, and compare it with the reentries of three other Starlink satellites during periods of less intense geomagnetic activity. Although our observations were performed with preliminary versions of and limited data sets, it is very likely that the storm cut short the reentry process of the satellite. However, solid causal relationships can only be achieved with further investigations using multi-data sets and conduction of numerical/empirical simulations. As predicted before, solar activity is increasing in the current solar cycle and they are already impacting satellite orbits in VLEO, as recently shown by Starlink satellites.</p>
</sec>
<sec id="s2">
<title>2 Data</title>
<p>We use OMNI IMF (interplanetary magnetic field) and selected solar wind parameter data, along with SYM-H geomagnetic index data, for the period 10&#x2013;11 October 2024. Both OMNI and SYM-H data have resolution of 1 min (<xref ref-type="bibr" rid="B23">King and Papitashvili, 2005</xref>; <xref ref-type="bibr" rid="B21">Iyemori, 1990</xref>).</p>
<p>Geomagnetic activity is also represented by long-term 1-h Dst indices (<xref ref-type="bibr" rid="B45">Sugiura, 1964</xref>). Although with different resolutions, both Dst and SYM-H are frequently used to expresses ring current activity and geomagnetic storm intensities (<xref ref-type="bibr" rid="B48">Wanliss and Showalter, 2006</xref>). According to the <xref ref-type="bibr" rid="B29">World Data Center for Geomagnetism, Kyoto et al. (2015)</xref>, final versions of the Dst index are only available from 1957 to 2020, whereas a provisional version of the index is available from 2021 to 2023. The 2024 version of the index is termed real-time/quick-look index. The key difference between the provisional Dst index and the real-time Dst index is that the provisional index is a more accurate representation of geomagnetic activity because it undergoes additional quality checks and manual corrections for data errors, while the real-time Dst is a quicker, less refined measurement used for immediate monitoring and forecasting, potentially containing inaccuracies due to unverified raw data. For these reasons, <xref ref-type="bibr" rid="B29">World Data Center for Geomagnetism, Kyoto et al. (2015)</xref>, recommends use of real-time (quick-look) Dst data only for forecasting, diagnostic, and monitoring purposes (<ext-link ext-link-type="uri" xlink:href="https://wdc.kugi.kyoto-u.ac.jp/dst_realtime/index.html">https://wdc.kugi.kyoto-u.ac.jp/dst_realtime/index.html</ext-link>).</p>
<p>For specification of satellites&#x2019; orbital parameters represented by altitudes and velocities, we use Two-Line Element (TLE) data provided by the U.S. Space Force. TLE is a standardized format used to describe a satellite&#x2019;s orbital parameters, containing all the necessary information to calculate its position in space at a given time, presented in two lines of text. Each character in the file represents a specific orbital element like inclination, eccentricity, and mean anomaly, allowing for easy data exchange and prediction of a satellite&#x2019;s future path (e.g., <xref ref-type="bibr" rid="B24">Kizner and Belotserkovskiy, 2005</xref>). Altitudes and velocities are extracted from TLE data with the pyephem Python package (<ext-link ext-link-type="uri" xlink:href="https://pypi.org/project/pyephem/">https://pypi.org/project/pyephem/</ext-link>). pyephem extracts satellite orbital parameters from TLE files based on physical principles of orbital mechanics, particularly Kepler&#x2019;s laws of planetary motion. The package then uses numerical methods to propagate the satellite&#x2019;s position over time, accounting for perturbative effects like gravitational anomalies, drag, and radiation pressure. This enables the accurate prediction of the satellite&#x2019;s trajectory and position at any given time based on the initial conditions provided in the TLE data (<xref ref-type="bibr" rid="B43">Rhodes, 2010</xref>). Satellite velocities are calculated from coverting the satellite&#x2019;s position from geodetic to cartesian coordinates, where <inline-formula id="inf2">
<mml:math id="m2">
<mml:mrow>
<mml:mrow>
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<mml:mrow>
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</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>d</mml:mi>
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<mml:mover accent="true">
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<mml:mo>&#x20d7;</mml:mo>
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<mml:mo>/</mml:mo>
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<mml:mi>t</mml:mi>
</mml:mrow>
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</inline-formula>, with <inline-formula id="inf3">
<mml:math id="m3">
<mml:mrow>
<mml:mrow>
<mml:mover accent="true">
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>r</mml:mi>
</mml:mrow>
<mml:mo>&#x20d7;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>x</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>d</mml:mi>
<mml:mi>y</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>d</mml:mi>
<mml:mi>z</mml:mi>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> being the geodetic displacement with respect to the Earth&#x2019;s center progated in a time step with <inline-formula id="inf4">
<mml:math id="m4">
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>t</mml:mi>
<mml:mspace width="0.3333em"/>
<mml:mo>&#x223c;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> 10 s. The final altitude for each satellite is calculated using the corresponding decay epoch and TLE data. If a file for that particular decay epoch is not available, the latest TLE data file is used for the computations.</p>
</sec>
<sec id="s3">
<title>3 Observations</title>
<p>A CME associated with an X1.8 solar flare was observed by Solar and Heliospheric Observatory (SOHO) to be ejected from active region AR3848 on 9 October 2024 at 0212 UT (<ext-link ext-link-type="uri" xlink:href="https://kauai.ccmc.gsfc.nasa.gov/CMEscoreboard/prediction/detail/3670">https://kauai.ccmc.gsfc.nasa.gov/CMEscoreboard/prediction/detail/3670</ext-link>). This particular CME impacted Earth on 10 October 2024 at around 1500 UT. Thus, the average speed of the CME on its way to 1 AU was <inline-formula id="inf5">
<mml:math id="m5">
<mml:mrow>
<mml:mo>&#x223c;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>1,200 km/s. Some of the space weather consequences of that CME are described below.</p>
<p>The IMF <inline-formula id="inf6">
<mml:math id="m6">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mtext>B</mml:mtext>
</mml:mrow>
<mml:mrow>
<mml:mtext>z</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> component is shown in <xref ref-type="fig" rid="F1">Figure1A</xref>. <inline-formula id="inf7">
<mml:math id="m7">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mtext>B</mml:mtext>
</mml:mrow>
<mml:mrow>
<mml:mtext>z</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> stays relatively steady at nearly null values during 0000-1200 UT of 10 October, and ramps slowly up to values around 10 nT following a short period of negative values in the beginning of that day. As indicated by the red dashed vertical lines, the CME shock strikes the magnetosphere at 1514 UT of 10 October with a clear storm sudden commencement shown in <xref ref-type="fig" rid="F1">Figure 1E</xref>. A few minutes following the shock, <inline-formula id="inf8">
<mml:math id="m8">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi mathvariant="normal">B</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mtext>z</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> jumps to values above 20 nT and later mostly shows negative values down to &#x2212;20 nT. Nearly at the end of the storm main phase around 2225 UT of 10 October, <inline-formula id="inf9">
<mml:math id="m9">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi mathvariant="normal">B</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mtext>z</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> plunges from <inline-formula id="inf10">
<mml:math id="m10">
<mml:mrow>
<mml:mo>&#x223c;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>25 to <inline-formula id="inf11">
<mml:math id="m11">
<mml:mrow>
<mml:mo>&#x223c;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> &#x2212;50 nT, which may have contributed to a long storm recovery of a few days. <xref ref-type="fig" rid="F1">Figure 1B</xref> indicates that the solar wind flow speed was mostly above 700 km/s. However, the solar wind number density (<xref ref-type="fig" rid="F1">Figure1C</xref>) and dynamic pressure (<xref ref-type="fig" rid="F1">Figure1D</xref>) stayed highly elevated (respectively above 30 <inline-formula id="inf12">
<mml:math id="m12">
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mtext>cm</mml:mtext>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>3</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> and 20 nPa) only during most of the main phase, and showed relatively low values throughout the recovery phase. <xref ref-type="fig" rid="F1">Figure 1E</xref> indicates that the main phase ended at 11 October 0122 UT with minimum value of &#x2212;335 nT, but it showed a &#x2212;390 nT spike at 2314 UT of 10 October. Therefore, following the May 2024 extreme geomagnetic storm (<xref ref-type="bibr" rid="B19">Hayakawa et al., 2024</xref>), the October 2024 storm was the second most intense extreme event since the October/November storms of 2023 (<xref ref-type="bibr" rid="B17">Gopalswamy et al., 2005</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>OMNI interplanetary magnetic field (IMF) and solar wind parameter profiles along with geomagnetic index data for the period 10&#x2013;11 October 2024. <bold>(A)</bold>: IMF <inline-formula id="inf13">
<mml:math id="m13">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mtext>B</mml:mtext>
</mml:mrow>
<mml:mrow>
<mml:mtext>z</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> component; <bold>(B)</bold>: solar wind flow speed; <bold>(C)</bold>: solar wind particle number density; <bold>(D)</bold>: solar wind ram pressure; and <bold>(E)</bold>: SYM-H geomagnetic index data. All data shown in the figure have resolution of 1 min. The dashed red line indicates the storm sudden commencement onset on 10 October 2024 at 1514 UT.</p>
</caption>
<graphic xlink:href="fspas-11-1522139-g001.tif"/>
</fig>
<p>Unusually low-latitude auroras were seen during 10-11 October 2024. According to <ext-link ext-link-type="uri" xlink:href="http://aurorasaurus.org">aurorasaurus.org</ext-link>, preliminary results show that the most equatorward observation of the aurora took place in the northern hemisphere near Jerome, Florida (N25<inline-formula id="inf14">
<mml:math id="m14">
<mml:mrow>
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<sup>1</sup>
</xref>. Aurora observations at such low latitudes are quite common during extreme events (<xref ref-type="bibr" rid="B8">Boteler, 2019</xref>; <xref ref-type="bibr" rid="B20">Hayakawa et al., 2019</xref>; <xref ref-type="bibr" rid="B6">Bhaskar et al., 2020</xref>; <xref ref-type="bibr" rid="B19">Hayakawa et al., 2024</xref>). More detailed and conclusive analyses of the most equatorward observations of the aurora during October 2024 using worldwide observations as performed for the May 2024 event by <xref ref-type="bibr" rid="B19">Hayakawa et al. (2024)</xref> are under way.</p>
<p>Altitudes and velocities for the satellites and Dst data are shown in <xref ref-type="fig" rid="F2">Figure 2</xref>. The reference satellite is Starlink-1089 (SL-1089), whose deorbiting process was the most severe. We take a reference altitude as 280 km because SL-1089 started its sharp decay at that altitude during the storm. Another three satellites, SL-2652, SL-1472, and SL-2360, are chosen for comparisons due to three reasons: 1) the satellites reentered during different geomagnetic conditions; 2) they were around the reference altitude (horizontal dashed black line) near the onset of some geomagnetic activity <xref ref-type="fig" rid="F2">Figures 2C&#x2013;F</xref> 3) the satellites had similar altitudes and orbital decay rates before reaching the reference altitude (<xref ref-type="fig" rid="F2">Figure 2A</xref>; also see <xref ref-type="sec" rid="s11">Supplementary Figures S1&#x2013;S4</xref> for lifetime altitudes of all satellites). Thus, this suggests all four satellites were already reentering before reaching the reference altitude. The highlighted grey area corresponds to 1 day to 4 days around the reference altitude epoch time to represent quiet- and storm-times during the October 2024 event. In addition, as shown in <xref ref-type="fig" rid="F2">Figure 2B</xref>, the velocity rate of each satellite generally increases as the satellite decays due to change of gravitational potential energy into kinetic energy.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Altitudes/velocities and Dst data for four different Starlink satellites during their corresponding decay periods. <bold>(A)</bold>: Starlink altitudes; and <bold>(B)</bold>: Starlink velocities. The following panels indicate Dst index for the corresponding Starlink satellite. <bold>(C)</bold>: Sep-October 2024 (SL-1089); <bold>(D)</bold>: Jul-August 2024 (SL-2652); <bold>(E)</bold>: Nov-December 2023 (SL-1472); and <bold>(F)</bold>: Jun-August 2024 (SL-2360). The dashed vertical lines indicate a reference altitude at 280 km for each satellite. Data are plotted 30 and 10 days around the reference altitude. The grey highlighted area covers 1&#x2013;4 days around the reference altitude onset.</p>
</caption>
<graphic xlink:href="fspas-11-1522139-g002.tif"/>
</fig>
<p>The satellites that passed through the reference altitude under different geomagnetic conditions are: SL-2360, quiet conditions; SL-1472, moderate conditions; SL-2652, severe conditions; and SL-1089, extreme conditions. Such storm classifications are based on minimum values of Dst during the storm period (<xref ref-type="bibr" rid="B49">Zesta and Oliveira, 2019</xref>). <xref ref-type="fig" rid="F2">Figure 2A</xref> shows that the more intense the geomagnetic activity level, the sharper the orbital decay rate. We consider a satellite renters the atmosphere when it crosses the K&#xe1;rm&#xe1;n line at <inline-formula id="inf20">
<mml:math id="m20">
<mml:mrow>
<mml:mo>&#x223c;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>100 km (horizontal dashed magenta line), which is a commonly recognized boundary that defines the transition between Earth&#x2019;s atmosphere and outer space (<xref ref-type="bibr" rid="B47">von K&#xe1;rm&#xe1;n, 1956</xref>; <xref ref-type="bibr" rid="B31">McDowell, 2018</xref>). For each satellite, we define the predicted epoch, extracted from <ext-link ext-link-type="uri" xlink:href="http://space-track.org">space-track.org</ext-link>, by searching each satellite under the tab &#x201c;Decay/Reentry&#x201d; and by taking the reentry epoch predicted on the day the satellite crossed the reference altitude. As shown in <xref ref-type="table" rid="T1">Table 1</xref>, there is a difference between time delay, in days, determined as the day difference between the predicted and actual reentries of each satellite. The absolute day difference is larger for satellites reentering under high geomagnetic activity levels. During geomagnetic active times, the satellites reentered before prediction, except the satellite under quiet time conditions (SL-2360), which reentered 2 days after prediction. <xref ref-type="table" rid="T1">Table 1</xref> summarizes our findings and brings further information about all satellites.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>IDs and orbital information of the four Starlink satellites used in this study. Satellite launch dates were obtained from <ext-link ext-link-type="uri" xlink:href="https://aerospace.org/reentries/">https://aerospace.org/reentries/</ext-link> followed by the satellite NORAD ID. Estimates of the reentry dates are obtained from the last TLE by propagating predictions in time until the satellite reaches the Karman line.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left"/>
<th align="center">SL-1089</th>
<th align="center">SL-2652</th>
<th align="center">SL-1472</th>
<th align="center">SL-2360</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">NORAD ID</td>
<td align="center">44967</td>
<td align="center">48451</td>
<td align="center">45736</td>
<td align="center">47900</td>
</tr>
<tr>
<td align="left">Launch epoch</td>
<td align="center">20/01/07 02:19</td>
<td align="center">21/05/09 06:42</td>
<td align="center">20/06/13 09:21</td>
<td align="center">21/03/14 10:01</td>
</tr>
<tr>
<td align="left">Last TLE file date</td>
<td align="center">24/10/11 20:41</td>
<td align="center">24/08/17 03:56</td>
<td align="center">23/12/08 20:30</td>
<td align="center">24/08/01 09:18</td>
</tr>
<tr>
<td align="left">Epoch of reference altitude</td>
<td align="center">24/10/10 20:00</td>
<td align="center">24/08/11 22:00</td>
<td align="center">23/11/30 18:11</td>
<td align="center">24/07/22 06:00</td>
</tr>
<tr>
<td align="left">Predicted reentry epoch</td>
<td align="center">24/10/22 00:00</td>
<td align="center">24/08/25 00:00</td>
<td align="center">23/12/08 00:00</td>
<td align="center">24/07/31 00:00</td>
</tr>
<tr>
<td align="left">Reentry epoch</td>
<td align="center">24/10/12 20:41</td>
<td align="center">24/08/18 03:56</td>
<td align="center">23/12/10 20:30</td>
<td align="center">24/08/02 09:18</td>
</tr>
<tr>
<td align="left">Day difference in reentry epoch</td>
<td align="center">&#x2212;10</td>
<td align="center">&#x2212;7</td>
<td align="center">&#x2212;2</td>
<td align="center">&#x2b;2</td>
</tr>
<tr>
<td align="left">Satellite age (years)</td>
<td align="center">4.77</td>
<td align="center">3.28</td>
<td align="center">3.49</td>
<td align="center">3.39</td>
</tr>
<tr>
<td align="left">Quiet-time decay rate (km/day)</td>
<td align="center">1.82</td>
<td align="center">1.64</td>
<td align="center">1.19</td>
<td align="center">1.81</td>
</tr>
<tr>
<td align="left">Storm-time decay rate (km/day)</td>
<td align="center">128.52</td>
<td align="center">38.05</td>
<td align="center">18.34</td>
<td align="center">15.78</td>
</tr>
<tr>
<td align="left">Minimum Dst after <inline-formula id="inf21">
<mml:math id="m21">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>t</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> (nT)</td>
<td align="center">&#x2212;335</td>
<td align="center">&#x2212;188</td>
<td align="center">&#x2212;108</td>
<td align="center">&#x2212;76</td>
</tr>
<tr>
<td align="left">Geomagnetic activity level</td>
<td align="center">Extreme</td>
<td align="center">Severe</td>
<td align="center">Moderate</td>
<td align="center">Quiet</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s4">
<title>4 Discussion, conclusion, and suggestions</title>
<p>Space Era is defined to have begun with the launching of Sputnik, the first satellite sent to space (<xref ref-type="bibr" rid="B30">Launius, 2004</xref>). Sputnik was launched in 1957, the solar maximum year of SC19 (<xref ref-type="bibr" rid="B12">Clette et al., 2023</xref>). Ephemeris data provided by one of the first Sputnik satellites was used by <xref ref-type="bibr" rid="B22">Jacchia (1959)</xref> to, as best we can see from published literature, observe storm-time drag effects in LEO for the first time in history. Curiously, the highest yearly sunspot number observation also occurred in SC19 during 1957 (<xref ref-type="bibr" rid="B12">Clette et al., 2023</xref>). <xref ref-type="bibr" rid="B49">Zesta and Oliveira (2019)</xref> define geomagnetic storms with minimum Dst/SYM-H indices below the threshold of &#x2212;250 nT to cause extreme effects on thermospheric neutral mass density and subsequent satellite orbital drag (<xref ref-type="bibr" rid="B37">Oliveira and Zesta, 2019</xref>), and it is well known that higher density enhancements result from more intense storms (<xref ref-type="bibr" rid="B27">Krauss et al., 2018</xref>; <xref ref-type="bibr" rid="B37">Oliveira and Zesta, 2019</xref>; <xref ref-type="bibr" rid="B26">Krauss et al., 2020</xref>). Although <xref ref-type="bibr" rid="B34">Meng et al. (2019)</xref> reported on the occurrence of nearly 40 extreme geomagnetic storms recorded with minimum Dst <inline-formula id="inf22">
<mml:math id="m22">
<mml:mrow>
<mml:mo>&#x3c;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> &#x2212;250 nT since 1957, there are very few extreme events available to be studied with thermospheric neutral mass data derived from drag acceleration data collected by high-accuracy accelerometers. <xref ref-type="bibr" rid="B37">Oliveira and Zesta (2019)</xref> and <xref ref-type="bibr" rid="B49">Zesta and Oliveira (2019)</xref> identified only 7 extreme events recorded by CHAMP and GRACE since early 2,000 s. As pointed out by <xref ref-type="bibr" rid="B39">Oliveira et al. (2021)</xref>, this makes our understanding of extreme storm-time thermospheric dynamic response and subsequent enhanced satellite orbital drag effects quite limited. Therefore, more extreme geomagnetic storms are needed to enhance our understanding of the effects described above.</p>
<p>
<xref ref-type="bibr" rid="B39">Oliveira et al. (2021)</xref> suggested two possible approaches that can be undertaken in order to improve our understanding of extreme satellite orbital drag: look into extreme events and superstorms of the past or expect for new extreme events in the upcoming solar cycles. The first approach was already taken by <xref ref-type="bibr" rid="B38">Oliveira et al. (2020)</xref>, who studied drag effects in LEO on hypothetical satellites flying in the atmosphere during three historical superstorms (October/November 1903; September 1909; and May 1921) along with the well-known, space-era geomagnetic storm of March 1989. The authors defined two storm characteristics: storm intensity, defined by the minimum Dst value at the beginning of the recovery phase, and storm duration, defined as the time between the (presumably) impact of the driving CME on the magnetosphere and the end of the main phase. The authors concluded that storm duration can be more effective in comparison to storm intensity when determining the severity of drag effects, as occurred in the case of the March 1989 event. As pointed out by <xref ref-type="bibr" rid="B7">Bhowmik and Nandy (2018)</xref>, <xref ref-type="bibr" rid="B35">Nandy (2021)</xref>, <xref ref-type="bibr" rid="B32">McIntosh et al. (2023)</xref>, SC25 was expected to be stronger than SC24 based on sunspot number predictions. The magnetic activity causally connects solar phenomena to space weather effects around planetary objects such as the Earth and consequent impacts on human technologies (<xref ref-type="bibr" rid="B36">Nandy et al., 2023</xref>). The National Oceanic and Atmospheric Administration (NOAA) announced in mid October 2024 that the Sun has reached the solar maximum period of SC25 (<ext-link ext-link-type="uri" xlink:href="https://tinyurl.com/3vcpt947">https://tinyurl.com/3vcpt947</ext-link>). So far, two extreme geomagnetic storms have occurred in SC25: the event of May 2024 (<xref ref-type="bibr" rid="B19">Hayakawa et al., 2024</xref>) and the event of October 2024. We expect more intense solar-driven geomagnetic storms to occur over the next few years around the peak of the current sunspot cycle.</p>
<p>The Starlink event of February 2022 taught us that even a minor/moderate geomagnetic storm can significantly enhance satellite orbital drag in VLEO. For instance, <xref ref-type="bibr" rid="B15">Fang et al. (2022)</xref> demonstrated with Starlink density data and empirical model results that the thermosphere was quite perturbed between the altitudes of 200 km and 400 km, with density increases of 50%&#x2013;125% with respect to pre-storm values. Since the satellites were flying low in the thermosphere (at altitudes mostly around 200 km), the satellites encountered downfall before the thrusters were activated for further uplift to higher altitudes (<xref ref-type="bibr" rid="B18">Hapgood et al., 2022</xref>). As clearly seen in <xref ref-type="fig" rid="F1">Figure 1</xref> of <xref ref-type="bibr" rid="B39">Oliveira et al. (2021)</xref>, orbital drag effects dramatically increase at altitudes below 300 km (see CHAMP and GOCE altitudes during decommissioning) due to increasing density levels, even during quiet times. Therefore, decommissioning satellite operations deserve special attention for tracking during orbital decay, particularly during geomagnetic storms for safe and accurate reentry operations.</p>
<p>SpaceX has made a commitment to safely de-orbit Starlink satellites in a time period of 2&#x2013;5 years in order &#x201c;to keep [ing] space safe, sustainable and accessible, protect [ing] astronauts and satellites in orbit and the public on the ground&#x201d;, as found in the document &#x201c;Commitment to Space Sustainability (<ext-link ext-link-type="uri" xlink:href="https://api.starlink.com/public-files/Commitment%20to%20Space%20Sustainability.pdf">https://api.starlink.com/public-files/Commitment%20to%20Space%20Sustainability.pdf</ext-link>). Since SL-1089 was commissioned in January 2020, most likely it was already in reentry process at its fourth lifetime year when the October 2024 storm took place. As clearly seen in <xref ref-type="fig" rid="F2">Figure 2A</xref>, SL-1089 decayed nearly 200 km within 48 h (10 October to 12 October). Although the satellite was scheduled to be decommissioned on 22 October 2024, as clearly seen in the smooth altitude decay since early September 2024 and reported by <ext-link ext-link-type="uri" xlink:href="http://space-track.org">space-track.org</ext-link>, the satellite reentered on 12 October 2024. <xref ref-type="bibr" rid="B3">Ashruf et al. (2024)</xref> attributed the losses of 12 Starlink satellites to space weather conditions surrounding the 10 May 2024 extreme geomagnetic storm. However, though those satellites decayed nearly 200 km in 3 days, the authors did not make it clear whether the satellites had already begun their reentries before the storm. As seen in <xref ref-type="fig" rid="F2">Figure 2C</xref>, the extreme storm of October 2024 event had a minimum (quick-look) Dst value of &#x2212;335 nT. Although the main phase of extreme geomagnetic storms tend to develop quite fast within a few hours (<xref ref-type="bibr" rid="B1">Aguado et al., 2010</xref>; <xref ref-type="bibr" rid="B11">Cid et al., 2013</xref>), the October 2024 event had a relatively long storm development duration (<inline-formula id="inf23">
<mml:math id="m23">
<mml:mrow>
<mml:mo>&#x223c;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>11 h). Such a combination of storm intensity and duration can cause extreme enhancements of thermospheric neutral mass density and subsequent orbital drag in LEO/VLEO (<xref ref-type="bibr" rid="B38">Oliveira et al., 2020</xref>). As a result, the extreme geomagnetic storm of October 2024 presumably cut the reentry process of SL-1089 short by 10 days. This observation indicates that reentry operations of satellites should be monitored closely during storm times, particularly during extreme events. Such approach will help improve premature losses of satellites, accurate reentry locations, and effective collision-avoidance procedures. Such extreme orbital decay effects should be considered in the future since the number of extreme storms and the number of satellites in LEO/VLEO will be even larger in the years to come (<xref ref-type="bibr" rid="B39">Oliveira et al., 2021</xref>).</p>
<p>Finally, it should be pointed out that this is a preliminary analysis of the premature reentry of Starlink-1089 in October 2024. This is due to the use of preliminary data (2024 quick-look/real-time Dst data), and the current lack of density data provided by the satellite. Moreover, the use of less-refined Dst data is enough to determine the storm intensity (represented by minimum Dst values), and the occurrence time of storm main phase onset. Therefore, we recommend further analyses of this event as performed before for the Starlink event of February 2022 by approaching data analyses and numerical/empirical model investigations (<xref ref-type="bibr" rid="B13">Dang et al., 2022</xref>; <xref ref-type="bibr" rid="B15">Fang et al., 2022</xref>; <xref ref-type="bibr" rid="B5">Berger et al., 2023</xref>; <xref ref-type="bibr" rid="B4">Baruah et al., 2024</xref>).</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s5">
<title>Data availability statement</title>
<p>Publicly available datasets were analyzed in this study. This data can be found here: <ext-link ext-link-type="uri" xlink:href="http://space-track.org.">space-track.org.</ext-link>
</p>
</sec>
<sec sec-type="author-contributions" id="s6">
<title>Author contributions</title>
<p>DO: Conceptualization, Data curation, Formal Analysis, Funding acquisition, Investigation, Methodology, Writing&#x2013;original draft, Writing&#x2013;review and editing. EZ: Funding acquisition, Resources, Supervision, Validation, Writing&#x2013;review and editing. DN: Conceptualization, Formal Analysis, Funding acquisition, Investigation, Validation, Writing&#x2013;review and editing.</p>
</sec>
<sec sec-type="funding-information" id="s7">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. DMO acknowledges financial support provided by UMBC&#x2019;s START (Strategic Awards for Research Transitions) program (grant &#x23; SR25OLIV). DMO and EZ thank the financial support provided by the NASA HGIO program through grant 80NSSC22K0756. DMO and EZ also acknowledge financial support by NASA&#x2019;s Space Weather Science Applications Operations 2 Research. DN&#x2019;s involvement in space weather research is sustained by the Ministry of Education, Government of India and a private philanthropic grant at the Center of Excellence in Space Sciences India, IISER Kolkata.</p>
</sec>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="ai-statement" id="s9">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
</sec>
<sec sec-type="disclaimer" id="s10">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s11">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fspas.2024.1522139/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fspas.2024.1522139/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Presentation1.pptx" id="SM1" mimetype="application/pptx" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<fn-group>
<fn id="fn1">
<label>1</label>
<p>This information was visually obtained by clicking on the date/time tabs on the top right of the screen. We then selected early hours of 11 October 2024 (e.g., 1:00am). The geographic coordinates and location names were then obtained from Google Maps and by zooming in and clicking on the nearest pinned location.</p>
</fn>
</fn-group>
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