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<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Astron. Space Sci.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Astronomy and Space Sciences</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Astron. Space Sci.</abbrev-journal-title>
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<issn pub-type="epub">2296-987X</issn>
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<article-id pub-id-type="publisher-id">1749271</article-id>
<article-id pub-id-type="doi">10.3389/fspas.2025.1749271</article-id>
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<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Composition dependence of ion heating in dayside magnetopause reconnection: MMS observations</article-title>
<alt-title alt-title-type="left-running-head">Hanson 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.2025.1749271">10.3389/fspas.2025.1749271</ext-link>
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<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Hanson</surname>
<given-names>Elizabeth L. M.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
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<surname>Tyler</surname>
<given-names>Evan</given-names>
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<sup>2</sup>
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<surname>Phan</surname>
<given-names>Tai D.</given-names>
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<surname>Fuselier</surname>
<given-names>Stephen A.</given-names>
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<sup>4</sup>
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<sup>5</sup>
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<name>
<surname>Gomez</surname>
<given-names>Roman G.</given-names>
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<sup>4</sup>
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<aff id="aff1">
<label>1</label>
<institution>School of Physics and Astronomy, University of Minnesota &#x2013; Twin Cities</institution>, <city>Minneapolis</city>, <state>MN</state>, <country country="US">United States</country>
</aff>
<aff id="aff2">
<label>2</label>
<institution>School of Arts and Sciences, College of Saint Scholastica</institution>, <city>Duluth</city>, <state>MN</state>, <country country="US">United States</country>
</aff>
<aff id="aff3">
<label>3</label>
<institution>Space Sciences Laboratory, University of California, Berkeley</institution>, <city>Berkeley</city>, <state>CA</state>, <country country="US">United States</country>
</aff>
<aff id="aff4">
<label>4</label>
<institution>Southwest Research Institute</institution>, <city>San Antonio</city>, <state>TX</state>, <country country="US">United States</country>
</aff>
<aff id="aff5">
<label>5</label>
<institution>Department of Physics and Astronomy, University of Texas at San Antonio</institution>, <city>San Antonio</city>, <state>TX</state>, <country country="US">United States</country>
</aff>
<author-notes>
<corresp id="c001">
<label>&#x2a;</label>Correspondence: Elizabeth L. M. Hanson, <email xlink:href="mailto:hans1775@umn.edu">hans1775@umn.edu</email>
</corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-03-04">
<day>04</day>
<month>03</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2025</year>
</pub-date>
<volume>12</volume>
<elocation-id>1749271</elocation-id>
<history>
<date date-type="received">
<day>18</day>
<month>11</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>22</day>
<month>12</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>29</day>
<month>12</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2026 Hanson, Balboa, Corona, Cattell, Tyler, Phan, Fuselier and Gomez.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Hanson, Balboa, Corona, Cattell, Tyler, Phan, Fuselier and Gomez</copyright-holder>
<license>
<ali:license_ref start_date="2026-03-04">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. 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.</license-p>
</license>
</permissions>
<abstract>
<sec>
<title>Introduction</title>
<p>Motivated by observed composition dependence in reconnection energy outflow and by theoretical and simulation studies predicting differences between heating of H&#x2b; and heavier ions, we investigated the ion composition dependence of heating associated with reconnection in 28 dayside magnetopause crossings in Magnetospheric Multiscale (MMS) data.</p>
</sec>
<sec>
<title>Methods</title>
<p>We applied Least Squares fitting to analyze the relationship of temperature change across the magnetopause exhaust to available magnetic energy. Available magnetic energy per ion-electron pair flowing into the magnetopause from the magnetosheath and magnetosphere ranged between a few tens of eV and &#x223c;1750 eV.</p>
</sec>
<sec>
<title>Results</title>
<p>The individual fits for composition-nonspecific ions and for H&#x2b; were significantly lower than the empirical scaling relationship found previously between the temperature change and the inflowing magnetic energy; the fit for He&#x2b;&#x2b; was higher, with marginal significance. A composite data product combining H&#x2b; and He&#x2b;&#x2b; agreed with the empirical scaling relationship to within 95%.</p>
</sec>
<sec>
<title>Discussion</title>
<p>Although comparisons between heating of H&#x2b; and He&#x2b;&#x2b; are suggestive of enhanced heating of heavy ions, differences could not be identified conclusively due to high scatter and a small number of events with adequate densities of heavy ions.</p>
</sec>
</abstract>
<kwd-group>
<kwd>dayside magnetopause</kwd>
<kwd>heavy ions</kwd>
<kwd>ion composition</kwd>
<kwd>ion heating</kwd>
<kwd>magnetic reconnection</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. This work was supported by NASA grants 80NSSC18K1367 and 80NSSC22K1014.</funding-statement>
</funding-group>
<counts>
<fig-count count="3"/>
<table-count count="1"/>
<equation-count count="1"/>
<ref-count count="40"/>
<page-count count="00"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Space Physics</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<label>1</label>
<title>Introduction</title>
<p>Magnetic reconnection is a fundamental plasma process converting magnetic energy into other forms, including particle thermalization and energization and electromagnetic waves. Such potentially dramatic processes most often occur at the interfaces between sharply differing magnetic topologies in collisionless plasmas, whether in the laboratory, in the Earth&#x2019;s magnetotail or dayside magnetopause, or in structures preceding solar or stellar flares (<xref ref-type="bibr" rid="B17">Hesse and Cassak, 2020</xref>; <xref ref-type="bibr" rid="B30">Toledo-Redondo et al., 2021</xref>).</p>
<p>The detailed mechanisms of energy conversion in reconnection, and how these respond to specific magnetic configurations, plasma parameters, and constituent particles, are not yet fully understood. When reconnection occurs at Earth&#x2019;s dayside magnetopause, distinct plasma regimes feed into the diffusion region: the magnetosheath and magnetosphere. The magnetosheath consists of solar wind plasma (H&#x2b; and He&#x2b;&#x2b;) that has been heated by passage through Earth&#x2019;s bow shock. It is cooler and denser and has a weaker magnetic field than the magnetosphere, which can contain He&#x2b; and O&#x2b; from ionospheric sources. Because the plasma properties and composition of the magnetosheath and magnetosphere are so different, reconnection between them is inherently asymmetric. This asymmetry must be accounted for when estimating the plasma temperature, Alfv&#xe9;n speed, and available magnetic energy per ion-electron pair in the combined inflow region (<xref ref-type="bibr" rid="B22">Phan et al., 2014</xref>, hereafter referred to as PH2014).</p>
<p>Additionally, the composition of the magnetosphere is highly variable, depending on solar cycle and magnetic activity (<xref ref-type="bibr" rid="B11">Fuselier, 2020</xref>; <xref ref-type="bibr" rid="B29">Toledo-Redondo et al., 2016</xref>; <xref ref-type="bibr" rid="B36">Yau et al., 1985</xref>; <xref ref-type="bibr" rid="B38">Young, Balsiger, and Geiss, 1982</xref>). GOES 1 and 2 observations of H&#x2b;, He&#x2b;, He&#x2b;&#x2b;, O&#x2b;, and O&#x2b;&#x2b; were compared with F10.7 and Kp to investigate the dependence of ion composition on solar cycle and geomagnetic activity, respectively (<xref ref-type="bibr" rid="B38">Young, Balsiger, and Geiss, 1982</xref>). Strong correlations with F10.7 were found for He&#x2b;, O&#x2b;&#x2b;, and O&#x2b;, whereas Kp was strongly correlated only with O&#x2b; (<xref ref-type="bibr" rid="B38">Young, Balsiger, and Geiss, 1982</xref>). Solar cycle and seasonal dependence of upflowing O&#x2b; from the ionosphere was supported by <xref ref-type="bibr" rid="B36">Yau et al. (1985)</xref>. Occurrence of upflowing O&#x2b; was greater at solar maximum and in summer, which was attributed to correlation of the O&#x2b; scale height with solar EUV flux and to the fact that solar maximum resulted in higher altitudes of the O&#x2b; source (<xref ref-type="bibr" rid="B36">Yau et al., 1985</xref>).</p>
<p>Observations have established that magnetopause reconnection can be slowed when plasmaspheric plume material is present. In a comparison of two THEMIS spacecraft crossing the magnetopause, <xref ref-type="bibr" rid="B34">Walsh et al. (2014)</xref> noted that the reconnection exhaust was slower when the plume was observed nearby. <xref ref-type="bibr" rid="B2">Borovsky et al. (2013)</xref> published estimated reconnection rate reductions observed with ionospheric populations such as the plasmaspheric plume and warm plasma cloak at the dayside magnetopause; ion composition measurements were unavailable. Recent observational studies have utilized ion composition measurements to quantify the impact of heavy ions on the dayside magnetopause reconnection rate (<xref ref-type="bibr" rid="B12">Fuselier et al., 2017</xref>; <xref ref-type="bibr" rid="B13">2019a</xref>; <xref ref-type="bibr" rid="B14">2019b</xref>; <xref ref-type="bibr" rid="B15">2021</xref>), providing evidence that the reconnection rate is only modestly affected even when a relatively large number of heavy ions is present. In a series of statistical investigations using ion composition measurements from the Hot Plasma Composition Analyzer (HPCA) instrument on board the Magnetospheric Multiscale (MMS) mission, Fuselier et al. estimated the reconnection rate in events exhibiting high concentrations of either He&#x2b; from the plasmaspheric drainage plume or O&#x2b; from the warm plasma cloak (<xref ref-type="bibr" rid="B12">Fuselier et al., 2017</xref>, <xref ref-type="bibr" rid="B14">Fuselier et al., 2019b</xref>, <xref ref-type="bibr" rid="B15">Fuselier et al., 2021</xref>). They found that reductions of more than 20% in the reconnection rate were rare. A case study in which high concentrations of counterstreaming O&#x2b; were observed in association with a prolonged period of northward IMF predicted that the resulting reconnection rate would decrease by 32% due to the presence of the heavy O&#x2b; ions, but the authors noted that such an effect would be transient (<xref ref-type="bibr" rid="B13">Fuselier et al., 2019a</xref>). <xref ref-type="bibr" rid="B18">Kolsto et al. (2020)</xref> analyzed the reconnection rate in a 2.5D particle-in-cell simulation with varying symmetric and asymmetric distributions of O&#x2b;. They found that increased O&#x2b; density reduced the reconnection rate, but that this effect was greater if the O&#x2b; was symmetrically rather than asymmetrically distributed. Importantly, the simulations did not reach steady-state, and the O&#x2b; remained demagnetized (<xref ref-type="bibr" rid="B18">Kolsto et al., 2020</xref>).</p>
<p>An observational study of composition dependence in reconnection exhausts in Earth&#x2019;s magnetotail determined that ion enthalpy accounted for the bulk of the energy, consistent with earlier studies (e.g., <xref ref-type="bibr" rid="B8">Eastwood et al., 2013</xref>), and that O&#x2b; could contribute significantly to enthalpy (<xref ref-type="bibr" rid="B32">Tyler et al., 2016</xref>). These events were observed using data from the four-satellite Cluster mission; significant differences were identified in H&#x2b; enthalpy fluxes during proton-scale satellite separations, suggesting that proton energization was highly localized. Similarly, H&#x2b; and O&#x2b; enthalpy fluxes often exhibited strikingly different characteristics within reconnection exhausts, possibly due to different acceleration processes acting over their corresponding length scales.</p>
<p>By analyzing the motion of test particle ions in simulated reconnection fields, <xref ref-type="bibr" rid="B5">Drake et al. (2009a)</xref> determined that demagnetized ions entering the magnetosphere exhaust would be accelerated by essentially the same mechanism as pickup ions in the solar wind. Solar wind reconnection observations from Wind and ACE followed the predicted heating relation but with a lower scaling factor (<xref ref-type="bibr" rid="B5">Drake et al., 2009a</xref>). In a related study investigating reconnection with guide fields, ion heating was found to be mass dependent when a significant guide field was present: heating was suppressed for ions below a critical mass-to-charge ratio of <inline-formula id="inf1">
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</inline-formula> corresponding to the background reconnecting magnetic field (<xref ref-type="bibr" rid="B6">Drake et al., 2009b</xref>). An analysis of asymmetrical reconnection in THEMIS magnetopause crossings published in <xref ref-type="bibr" rid="B22">PH2014</xref> found the same scaling coefficient of the observed ion heating as <xref ref-type="bibr" rid="B5">Drake et al. (2009a)</xref>. In both studies, the ion heating <inline-formula id="inf7">
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</inline-formula> (<xref ref-type="bibr" rid="B5">Drake et al., 2009a</xref>; <xref ref-type="bibr" rid="B22">PH2014</xref>). Recently, the heating of cold magnetospheric ions was investigated using 2.5D PIC simulations, with cold and hot ion species of the same mass and charge (<xref ref-type="bibr" rid="B26">Song et al., 2023</xref>). The initial magnetic field configuration was antiparallel (no guide field), and multiple simulations with different ratios of cold to hot ions in the magnetospheric region were performed. Cold ions, when present, were heated by stochastic processes and claimed a significant share of the energy released from magnetic fields (<xref ref-type="bibr" rid="B26">Song et al., 2023</xref>).</p>
<p>Our study was designed to elucidate the relative heating of heavy ions in reconnection at Earth&#x2019;s dayside magnetopause. Following the method of <xref ref-type="bibr" rid="B22">PH2014</xref>, we compare the heating of H&#x2b; and He&#x2b;&#x2b; in the reconnection exhaust, relative to the inflow magnetic energy per ion-electron pair. In <xref ref-type="sec" rid="s2">section 2</xref>, we discuss the datasets. In <xref ref-type="sec" rid="s3">section 3</xref>, we describe the methods. In <xref ref-type="sec" rid="s4">section 4</xref>, we discuss the results of our analysis, and in <xref ref-type="sec" rid="s5">section 5</xref> we present our conclusions.</p>
</sec>
<sec id="s2">
<label>2</label>
<title>Dataset and methodology</title>
<p>The data for this study was collected by the Magnetospheric Multiscale (MMS) mission, an Earth-orbiting constellation (<xref ref-type="bibr" rid="B3">Burch et al., 2016</xref>). The equilibrium spacing of the four satellites is comparable to characteristic electron scales in the local plasma; thus, ion observations vary little between spacecraft near the dayside magnetopause, and we utilize data from a single spacecraft, MMS1.</p>
<p>Magnetic field measurements are provided by the Fluxgate Magnetometer (FGM; <xref ref-type="bibr" rid="B24">Russell et al., 2016</xref>; <xref ref-type="bibr" rid="B31">Torbert et al., 2016</xref>). Particle distributions and moments are available at high cadences from the Fast Particle Investigation (FPI), with complete electron and ion distributions available every 4.5 s in Fast Survey mode (<xref ref-type="bibr" rid="B23">Pollock et al., 2016</xref>). The Hot Plasma Composition Analyzer (HPCA) provides distributions and moments for hydrogen (H&#x2b;) and helium (He&#x2b;&#x2b;) ions, among others, every 10 s (<xref ref-type="bibr" rid="B39">Young et al., 2016</xref>). We use Fast Survey mode for the FPI and HPCA particle data because the higher-resolution Burst data is not available for all of our selected events. We use solar wind parameters from the OMNI dataset available via NASA&#x2019;s CDAWeb.</p>
<p>We obtained 111 magnetopause reconnection observations from the MMS1 database of <xref ref-type="bibr" rid="B21">Paschmann et al. (2018)</xref>. Prospective events were selected only if the magnetosphere, magnetopause, and magnetosheath regions could be clearly identified, with a time gap of no more than 60 s separating adjacent plasma regions. We also required that every event have at least one plasma measurement within the magnetosheath and magnetosphere regions and three within the magnetopause. Because FPI and HPCA operate with different cadences from each other, not all events satisfying these requirements for FPI were also acceptable from the perspective of HPCA. From the original 111 events, we chose 21 suitable for FPI (10 for HPCA). An additional 6 FPI (5 HPCA) reconnection events found in adjacent crossings were also included. The study of He&#x2b; rich events from <xref ref-type="bibr" rid="B11">Fuselier (2020)</xref> provided one more event for both instruments. Our final database consisted of 28 events for FPI (16 for HPCA).</p>
<p>For every event, we rotated the magnetic field and particle velocity vectors from Geocentric Solar Ecliptic (GSE) coordinates into an LMN coordinate system determined by Minimum Variance Analysis (MVA) of the magnetic field vector through the magnetopause transition. The L component corresponds to the maximum variance, M corresponds to intermediate variance, and N corresponds to minimum variance, or the normal to the discontinuity, which is assumed to be planar.</p>
<p>As described above, each event in our study had to have clearly identifiable plasma regions. An example is shown in <xref ref-type="fig" rid="F1">Figure 1</xref>, where each region&#x2019;s boundaries are indicated by pairs of vertical lines: blue, green, and red for the magnetosphere, magnetopause, and magnetosheath, respectively. The magnetosheath can be identified by its weaker, and more variable, magnetic field, with negative <inline-formula id="inf10">
<mml:math id="m10">
<mml:mrow>
<mml:msub>
<mml:mi>B</mml:mi>
<mml:mi>L</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> (typically &#x223c; GSE z), higher density, lower temperatures, and broadened distributions of ions and electrons (here centered around 1 keV and 100 eV, respectively) after the narrow solar wind beam has been heated by the bow shock. In contrast, the magnetosphere has higher magnetic field magnitude (dominated by <inline-formula id="inf11">
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<mml:mrow>
<mml:msub>
<mml:mrow>
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</mml:mrow>
<mml:mi>L</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>), lower particle densities, higher electron and ion temperatures, and comparatively stagnant particle velocities. Often, as in <xref ref-type="fig" rid="F1">Figure 1</xref>, both a cold ionospheric population and a hot population (sometimes beyond the energy range of FPI) are observed.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Overview of MMS1 magnetopause crossing between 11:40 and 11:41 on 2015 Dec 10. Pairs of vertical lines mark plasma region boundaries: blue, green, and red for the magnetosphere, magnetopause, and magnetosheath, respectively. Spacecraft position in GSM (Geocentric Solar Magnetic) coordinates is included in the x-axis along with time. Panel <bold>(a)</bold> magnetic field vector (LMN coordinates) and magnitude; <bold>(b)</bold>: density of electrons (e&#x2212;) and all ions (&#x201c;ions&#x201d;) from FPI, and ion species (H&#x2b;, He&#x2b;, He&#x2b;&#x2b;, and O&#x2b;) from HPCA; <bold>(c)</bold> total temperature of ion species from FPI and HPCA; <bold>(d)</bold> velocity component of ion species from FPI and HPCA in the L-direction; <bold>(e)</bold> energy spectrum of ions from FPI; and <bold>(f)</bold> energy spectrum of electrons from FPI.</p>
</caption>
<graphic xlink:href="fspas-12-1749271-g001.tif">
<alt-text content-type="machine-generated">Summary plot showing multiple panels of MMS1 spacecraft data from 11:40:22 &#x2013; 11:41:04 on 10 Dec 2015. (a) Magnetic field components and magnitude. (b) Number density for FPI electrons and ions and HPCA ion species (H&#x2b;, He&#x2b;, He&#x2b;&#x2b;, O&#x2b;). (c) Total temperature for FPI and HPCA ions. (d) L-component of velocity for FPI and HPCA ions. (e) and (f) Energy flux for ions and electrons, respectively, represented in color gradients. Time and spacecraft position are marked along the x-axis, and each parameter is labeled with corresponding units. Pairs of vertical lines indicate plasma regions of interest.</alt-text>
</graphic>
</fig>
<p>The brief transition through the magnetopause is distinguished by a rapid shift from <inline-formula id="inf12">
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</inline-formula>, accompanied by a drop in particle densities, and usually high-velocity ion outflows as ions accelerated by reconnection processes escape the diffusion region. <xref ref-type="fig" rid="F1">Figure 1</xref> also illustrates the variability in composition. Note that O&#x2b; and He&#x2b; densities in the magnetosheath are inaccurate due to contamination by high H&#x2b; fluxes (<xref ref-type="bibr" rid="B15">Fuselier et al., 2021</xref>); consequently, we omit O&#x2b; and He&#x2b; from our analysis.</p>
<p>In addition to the well-defined regions described above, when choosing events for this study, we imposed the following requirements:<list list-type="order">
<list-item>
<p>Magnetic local time (MLT) must be between 8 and 16.</p>
</list-item>
<list-item>
<p>FPI data must be available for the purpose of direct comparison with THEMIS results from <xref ref-type="bibr" rid="B22">PH2014</xref> because THEMIS instrumentation does not measure ion composition.</p>
</list-item>
<list-item>
<p>The average <inline-formula id="inf14">
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<mml:mi>L</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> component in the magnetosphere (magnetosheath) must be greater (less) than 0 nT.</p>
</list-item>
<list-item>
<p>The time separation between adjacent plasma region boundaries (magnetosheath and magnetopause, or magnetosphere and magnetopause) must be less than 60 s. We set this restriction because it is not always possible to designate a clean magnetosheath or magnetosphere region immediately adjacent to the magnetopause. The longer the gap between pairs of regions, the greater the risk that their physical relationship will be tenuous or cease to reflect the physics we are investigating.</p>
</list-item>
<list-item>
<p>At least one plasma measurement must be taken within the magnetosheath and magnetosphere and at least three measurements in the magnetopause.</p>
</list-item>
</list>
</p>
<p>A statistical overview of our database is presented in <xref ref-type="fig" rid="F2">Figure 2</xref>. <xref ref-type="fig" rid="F2">Figure 2a</xref> shows the radial distance and magnetic local time (MLT) position of all crossings, while <xref ref-type="fig" rid="F2">Figure 2b,c</xref> shows the IMF Bz and the solar wind dynamic pressure, respectively, as a function of each crossing&#x2019;s radial distance. Radial distances are shown in units of Earth radii (RE). The event in <xref ref-type="fig" rid="F1">Figure 1</xref> is identified by a red dot in each panel of <xref ref-type="fig" rid="F2">Figure 2</xref>. Our events occur between radial distances of 8 RE and &#x223c;12 RE. IMF <inline-formula id="inf15">
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<mml:mrow>
<mml:msub>
<mml:mi>B</mml:mi>
<mml:mi>Z</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> values were between &#x2212;8 nT and &#x2b;3 nT, with most events between &#x2212;5 nT and 0 nT. As expected, solar wind dynamic pressure was inversely correlated with radial distance: the highest solar wind pressures (&#x3e;3 nPa) occurred for the smallest radial distances.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Overview of magnetopause crossings versus radial distance in Earth radii (RE). The event of <xref ref-type="fig" rid="F1">Figure 1</xref> is highlighted by a red dot in each panel. Panel <bold>(a)</bold> magnetic local time (MLT); <bold>(b)</bold> IMF Bz in GSM coordinates; and <bold>(c)</bold> solar wind dynamic pressure. Some events occurred so soon after each other that the spacecraft position or OMNI parameters did not have time to change appreciably; thus, some data points represent multiple events.</p>
</caption>
<graphic xlink:href="fspas-12-1749271-g002.tif">
<alt-text content-type="machine-generated">Plots summarizing properties of this dataset of MMS1 reconnection events. (a) Polar plot on the left shows magnetopause crossing positions with markers indicating magnetic local time (MLT) and radial distances from Earth. Two scatter plots on the right display versus radial distance (b) IMF Bz GSM and (c) solar wind dynamic pressure. Black dots represent data points, with a red marker in each panel highlighting the event shown in Figure 1.</alt-text>
</graphic>
</fig>
</sec>
<sec sec-type="methods" id="s3">
<label>3</label>
<title>Methods</title>
<p>We calculated the effective inflow temperature, asymmetric Alfv&#xe9;n speed, and magnetic energy per proton-electron pair following the equations of <xref ref-type="bibr" rid="B22">PH2014</xref>, but in two ways. First, we used the ion data from FPI, which does not distinguish between individual species, in order to compute total properties for the plasma and produce a database directly comparable to <xref ref-type="bibr" rid="B22">PH2014</xref>. This method cannot account for the effect of heavy ions on the mass density. Second, we performed the same calculations after combining HPCA moments from individual species to obtain a collective plasma measurement that does take the species masses into account. (See the equations in <xref ref-type="table" rid="T1">Table 1</xref>). Measurements for He&#x2b; and O&#x2b; were so sparse within our dataset, and likely often reflected contamination by H&#x2b;, that we neglected their contributions.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Equations to determine collective HPCA plasma quantities: asymmetric Alfv&#xe9;n speed, available magnetic energy, effective inflow temperature, outflow (i.e. magnetopause) temperature, and temperature difference.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Collective HPCA plasma quantities</th>
<th align="center">Equations</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Total mass density of all ion species <italic>s</italic> in plasma region <italic>i</italic>
</td>
<td align="center">
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</inline-formula>
</td>
</tr>
<tr>
<td align="left">Asymmetric Alfv&#xe9;n speed</td>
<td align="center">
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</inline-formula>
</td>
</tr>
<tr>
<td align="left">Available magnetic energy</td>
<td align="center">
<inline-formula id="inf18">
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</inline-formula>
</td>
</tr>
<tr>
<td align="left">Inflow temperature, version 1</td>
<td align="center">
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</mml:mrow>
</mml:math>
</inline-formula>
</td>
</tr>
<tr>
<td align="left">Inflow temperature, version 2</td>
<td align="center">
<inline-formula id="inf20">
<mml:math id="m20">
<mml:mrow>
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</mml:mrow>
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</td>
</tr>
<tr>
<td align="left">Outflow temperature</td>
<td align="center">
<inline-formula id="inf21">
<mml:math id="m21">
<mml:mrow>
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</inline-formula>
</td>
</tr>
<tr>
<td align="left">Temperature difference &#x0394;T (for either version of inflow temperature)</td>
<td align="center">
<inline-formula id="inf22">
<mml:math id="m22">
<mml:mrow>
<mml:msub>
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</mml:mrow>
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</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mi>n</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>a</mml:mi>
<mml:mi>l</mml:mi>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>
</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>In the equations of <xref ref-type="table" rid="T1">Table 1</xref>, the <inline-formula id="inf23">
<mml:math id="m23">
<mml:mrow>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> subscript indicates either of the HPCA ion species used (H&#x2b; or He&#x2b;&#x2b;) while the <inline-formula id="inf24">
<mml:math id="m24">
<mml:mrow>
<mml:mi>a</mml:mi>
<mml:mi>l</mml:mi>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> subscript labels a collective quantity representing both species; <inline-formula id="inf25">
<mml:math id="m25">
<mml:mrow>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf26">
<mml:math id="m26">
<mml:mrow>
<mml:mi>n</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, and <inline-formula id="inf27">
<mml:math id="m27">
<mml:mrow>
<mml:mi>T</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> are the mass, number density, and temperature, respectively; angular brackets indicate an average taken over the specified time range, where the subscripts <inline-formula id="inf28">
<mml:math id="m28">
<mml:mrow>
<mml:mi>s</mml:mi>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf29">
<mml:math id="m29">
<mml:mrow>
<mml:mi>s</mml:mi>
<mml:mi>h</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf30">
<mml:math id="m30">
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mi>n</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, and <inline-formula id="inf31">
<mml:math id="m31">
<mml:mrow>
<mml:mi>o</mml:mi>
<mml:mi>u</mml:mi>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> refer to the magnetosphere, magnetosheath, inflow (magnetosphere and magnetosheath combined), and outflow (i.e., magnetopause) regions, respectively; and <inline-formula id="inf32">
<mml:math id="m32">
<mml:mrow>
<mml:msub>
<mml:mi>B</mml:mi>
<mml:mi>L</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the maximum-variance component of the magnetic field. Average temperatures for individual species were scaled by their density such that<disp-formula id="equ1">
<mml:math id="m33">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mfenced open="&#x2329;" close="&#x232a;" separators="&#x7c;">
<mml:mrow>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mfenced open="&#x2329;" close="&#x232a;" separators="&#x7c;">
<mml:mrow>
<mml:msub>
<mml:mi>n</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mfenced open="&#x2329;" close="&#x232a;" separators="&#x7c;">
<mml:mrow>
<mml:msub>
<mml:mi>n</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
</disp-formula>where subscript <inline-formula id="inf33">
<mml:math id="m34">
<mml:mrow>
<mml:mi>i</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> indicates the magnetosphere, outflow (i.e., magnetopause), or magnetosheath region. Although we show two different methods of computing a collective inflow temperature in <xref ref-type="table" rid="T1">Table 1</xref>, we found that they yielded similar results (compare <xref ref-type="fig" rid="F3">Figures 3b,d</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Temperature difference from inflow to outflow versus available magnetic energy per ion-electron pair. The available magnetic energy for panels <bold>(b&#x2013;f)</bold> is computed using ion data from FPI in order to facilitate comparison to THEMIS results in <xref ref-type="bibr" rid="B22">PH2014</xref> (see equations in <xref ref-type="table" rid="T1">Table 1</xref>). Panel <bold>(a)</bold> shows the equivalent plot from <xref ref-type="bibr" rid="B22">PH2014</xref> (see their Figure 2g). MMS1 data is plotted in the remaining panels: <bold>(b)</bold> HPCA collective data, method 1 for inflow temperature (see <xref ref-type="table" rid="T1">Table 1</xref>); <bold>(c)</bold> FPI ions; <bold>(d)</bold> HPCA collective data, method 2 for inflow temperature (see <xref ref-type="table" rid="T1">Table 1</xref>); <bold>(e)</bold> HPCA H&#x2b;; and <bold>(f)</bold> HPCA He&#x2b;&#x2b;. Because FPI records data at a higher cadence than HPCA, the number of qualifying events shown is 28 for FPI and 16 for HPCA. Note that panels <bold>(a)</bold> and <bold>(f)</bold> each have different y-axis ranges compared to the rest; a shaded box in panels <bold>(a)</bold> and <bold>(f)</bold> indicates the plot range seen in panels <bold>(b&#x2013;e)</bold>. Two points in panel <bold>(b)</bold> are so close together they cannot be visually separated. The solid red line in all panels is the empirical scaling relation given in <xref ref-type="bibr" rid="B22">PH2014</xref>. Dashed blue lines in panels <bold>(b&#x2013;f)</bold> are Least Squares (LSQ) fits computed from our dataset. Light blue shading surrounding the LSQ fit lines indicates the boundaries of the 95% confidence intervals.</p>
</caption>
<graphic xlink:href="fspas-12-1749271-g003.tif">
<alt-text content-type="machine-generated">Scatter plots of temperature change versus available magnetic energy. In all panels, a red line shows the fit from a previous study (PH2014). In (b-f), a blue dashed line indicates a linear fit to the MMS data; blue shading marks the confidence interval. (a) THEMIS results from PH2014. The red fit line has slope 0.13 and correlation coefficient 0.87. A green shaded box indicates the plot area of (b-e). (b) collective HPCA species, method 1 (see Table 1). (c) FPI ions. (d) collective HPCA species, method 2. (e) HPCA H&#x2b; ions. (f) HPCA He&#x2b;&#x2b; ions. A green shaded box indicates the plot area of (b-e).</alt-text>
</graphic>
</fig>
<p>Two potential sources of error in this statistical study have been identified: (1) if the spacecraft is too far from the X-line, the magnetic shear and the value of <inline-formula id="inf34">
<mml:math id="m35">
<mml:mrow>
<mml:msub>
<mml:mi>B</mml:mi>
<mml:mi>L</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> used in our computations (see <xref ref-type="table" rid="T1">Table 1</xref>) may not adequately represent the parameters at the X-line; and (2) the ion distributions (all species) are often not simple Maxwellians well modeled by a single temperature. Eight candidate events (of which five were retained in the final database) were examined in detail to assess the probable impact of these considerations on the results of this statistical study. For only one of these events were the local measured shear and <inline-formula id="inf35">
<mml:math id="m36">
<mml:mrow>
<mml:msub>
<mml:mi>B</mml:mi>
<mml:mi>L</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> significantly smaller than the model of <xref ref-type="bibr" rid="B14">Fuselier et al. (2019b)</xref>, suggesting that distance from the X-line does not impact our results.</p>
<p>The ion distributions within the magnetosheath, magnetopause, and associated boundary layers are often very complex, and differ between ion species. For some of the eight events examined in detail, one or more species was well modeled by a single Maxwellian; often, however, two or more components would be required to fit the distribution. Use of a single temperature is justified because our study is based on an MHD treatment of the plasma. In addition, we are following the approach of <xref ref-type="bibr" rid="B22">PH2014</xref>.</p>
</sec>
<sec sec-type="results" id="s4">
<label>4</label>
<title>Results</title>
<p>
<xref ref-type="fig" rid="F3">Figure 3</xref> shows the statistics of our MMS events and comparison with the THEMIS results of <xref ref-type="bibr" rid="B22">PH2014</xref>. In each panel, the x-axis represents available magnetic energy per ion-electron pair (see equations in <xref ref-type="table" rid="T1">Table 1</xref>), while the y-axis shows the temperature difference <inline-formula id="inf36">
<mml:math id="m37">
<mml:mrow>
<mml:mo>&#x394;</mml:mo>
<mml:mi>T</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>. <xref ref-type="fig" rid="F3">Figure 3a</xref> reproduces Figure 2g from the THEMIS study by <xref ref-type="bibr" rid="B22">PH2014</xref>, with the inclusion of a shaded box to indicate the approximate plot area of <xref ref-type="fig" rid="F3">Figures 3b&#x2013;e</xref>. The magnetic energy per ion-electron pair for <xref ref-type="fig" rid="F3">Figures 3b&#x2013;f</xref> is computed with MMS FPI ion data, which is similar to the ion measurements on THEMIS. Negative values of the temperature differences are seen in all panels. The red line in each panel represents a linear fit to the data, <inline-formula id="inf37">
<mml:math id="m38">
<mml:mrow>
<mml:mo>&#x394;</mml:mo>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.13</mml:mn>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:msubsup>
<mml:mi>V</mml:mi>
<mml:mrow>
<mml:mi>A</mml:mi>
<mml:mi>L</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>a</mml:mi>
<mml:mi>s</mml:mi>
<mml:mi>y</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula>, where <inline-formula id="inf38">
<mml:math id="m39">
<mml:mrow>
<mml:mo>&#x394;</mml:mo>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the change in total ion temperature, <inline-formula id="inf39">
<mml:math id="m40">
<mml:mrow>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the proton mass, and <inline-formula id="inf40">
<mml:math id="m41">
<mml:mrow>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mrow>
<mml:mi>A</mml:mi>
<mml:mi>L</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>a</mml:mi>
<mml:mi>s</mml:mi>
<mml:mi>y</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the asymmetrical Alfv&#xe9;n speed (<xref ref-type="bibr" rid="B22">PH2014</xref>). The blue, dashed lines in <xref ref-type="fig" rid="F3">Figures 3b&#x2013;f</xref> are Least Squares (LSQ) fits, surrounded by light blue shading to indicate the 95% confidence intervals, while a red dot indicates the event shown in <xref ref-type="fig" rid="F1">Figure 1</xref>.</p>
<p>In <xref ref-type="fig" rid="F3">Figure 3a</xref> (Figure 2g from <xref ref-type="bibr" rid="B22">PH2014</xref>), the available magnetic energy spans a wide range up to nearly 4000 eV, with the bulk of the data below &#x223c;2000 eV. Note that <xref ref-type="bibr" rid="B22">PH2014</xref> included another version of this panel (see their Figure 2h) showing a subset of their events where the average outflow density exceeded the average magnetosheath density, which they interpreted as containing heated plasmaspheric plume material too low in energy to be measurable in the magnetosphere. None of the events in our database had average outflow density greater than the magnetosheath density.</p>
<p>
<xref ref-type="fig" rid="F3">Figure 3c</xref> highlights the temperature changes for the MMS FPI ion data and is the most comparable to <xref ref-type="fig" rid="F3">Figure 3a</xref>. However, there are important differences between the two panels. First, the energy range of <xref ref-type="fig" rid="F3">Figure 3c</xref> (maximum &#x3c;2000 eV) is lower than that of <xref ref-type="fig" rid="F3">Figure 3a</xref> by a factor of two. We have indicated the approximate energy range of <xref ref-type="fig" rid="F3">Figures 3b&#x2013;e</xref> with a shaded box in <xref ref-type="fig" rid="F3">Figure 3a</xref>. Second, the temperature differences of <xref ref-type="fig" rid="F3">Figure 3c</xref> exhibit slightly greater scatter than those of <xref ref-type="fig" rid="F3">Figure 3a</xref>, in particular showing more events with negative temperature differences. Most temperature differences are clustered between &#x2212;30 eV and &#x2b;200 eV, with a few outliers approaching &#x2212;100 eV. In <xref ref-type="fig" rid="F3">Figure 3a</xref>, the temperature differences for data within the shaded box range between about &#x2212;20 eV and &#x2b;250 eV. Seven events (out of 28) in <xref ref-type="fig" rid="F3">Figure 3c</xref> have temperature differences below zero, whereas two events in <xref ref-type="fig" rid="F3">Figure 3a</xref> have a small negative difference. The LSQ fit for the FPI ion data is lower than the empirical relation reported by <xref ref-type="bibr" rid="B22">PH2014</xref>. Based on the 95% confidence interval, the difference between the two fit lines is statistically significant.</p>
<p>
<xref ref-type="fig" rid="F3">Figures 3b,d</xref> show the temperature differences obtained when the inflow temperature is calculated for the combined HPCA species, using the two methods described in <xref ref-type="sec" rid="s3">Section 3</xref> and shown in <xref ref-type="table" rid="T1">Table 1</xref>: the first (V1) is in <xref ref-type="fig" rid="F3">Figure 3b</xref>, while the second (V2) is in <xref ref-type="fig" rid="F3">Figure 3d</xref>. The results from these methods are so similar that it can be difficult to see the differences between them. Both methods yield three temperature differences below zero. In <xref ref-type="fig" rid="F3">Figures 3b,d</xref>, although the corresponding LSQ fits are somewhat lower than the empirical relation of <xref ref-type="bibr" rid="B22">PH2014</xref>, the difference is not statistically significant, as can be seen by the fact that the <xref ref-type="bibr" rid="B22">PH2014</xref> relation falls within the 95% confidence interval of each LSQ fit. The empirical relation was determined from THEMIS data, where information about the ion composition was unavailable (<xref ref-type="bibr" rid="B22">PH2014</xref>).</p>
<p>
<xref ref-type="fig" rid="F3">Figures 3e,f</xref> show temperature differences for the HPCA species individually: H&#x2b; and He&#x2b;&#x2b;, respectively. In <xref ref-type="fig" rid="F3">Figure 3e</xref>, the temperature differences computed for HPCA H&#x2b; measurements span a similar range of values as in <xref ref-type="fig" rid="F3">Figure 3c</xref>, which is to be expected since H&#x2b; is the dominant ion species. The LSQ fit line for H&#x2b; is lower than the fit line of <xref ref-type="bibr" rid="B22">PH2014</xref>, which lies outside the bounds of the 95% confidence interval. In <xref ref-type="fig" rid="F3">Figure 3f</xref>, the HPCA He&#x2b;&#x2b; show greater scatter compared to the H&#x2b; data (<xref ref-type="fig" rid="F3">Figure 3e</xref>) and FPI ions (<xref ref-type="fig" rid="F3">Figure 3c</xref>), and the range of temperature differences represented (&#x2272;800 eV) is larger than for HPCA H&#x2b; (&#x2272;200 eV) by a factor of about four. Two temperature differences are negative. The LSQ fit for He&#x2b;&#x2b; is higher than the <xref ref-type="bibr" rid="B22">PH2014</xref> fit, but the corresponding 95% confidence interval is large enough to contain the empirical scaling relation from <xref ref-type="bibr" rid="B22">PH2014</xref>.</p>
<p>It is interesting that the collective HPCA fits are statistically comparable to <xref ref-type="bibr" rid="B22">PH2014</xref>, whereas the FPI ions and HPCA H&#x2b; fits are statistically lower. The LSQ fit for He&#x2b;&#x2b; exceeds the scaling relationship of <xref ref-type="bibr" rid="B22">PH2014</xref>, but the difference is only marginally significant. This suggests that heavy ions are more heated than H&#x2b;, although decisive conclusions cannot be offered due to small number of events and large scatter.</p>
<p>The critical mass-to-charge ratio of <xref ref-type="bibr" rid="B6">Drake et al. (2009b)</xref> was derived specifically in the context of reconnection in the presence of a large guide field. A threshold to distinguish large guide fields was not stated, but observations with magnetic shear angle at or above 120&#xb0; were treated as low guide field by <xref ref-type="bibr" rid="B5">Drake et al. (2009a)</xref>. In <xref ref-type="bibr" rid="B22">PH2014</xref>, magnetic shear angles below 90&#xb0; (above 165&#xb0;) are considered high (low) guide field. In our database, only two events (used for both FPI and HPCA analysis) had shear angles below 90&#xb0;, and only seven events for FPI, including four events used for both FPI and HPCA, had shear angle less than 120&#xb0;. The critical mass-to-charge ratio in the magnetopause for all cases exceeds the mass-to-charge ratios of both H&#x2b; and He&#x2b;&#x2b;. The heating mechanism constraint of <xref ref-type="bibr" rid="B6">Drake et al. (2009b)</xref>, therefore, is unlikely to explain the negative temperature changes that we observe in our results. The negative temperature differences are more likely due to the fact that temperatures were determined using the assumption of Maxwellian distributions, whereas the actual distributions may be more complex.</p>
</sec>
<sec sec-type="conclusion" id="s5">
<label>5</label>
<title>Conclusion</title>
<p>We have compared the observed ion heating to the available magnetic energy per ion-electron pair in a set of MMS magnetopause crossings, with 28 events for FPI and a subset of 16 for HPCA. We compared the MMS observations to the results of <xref ref-type="bibr" rid="B22">PH2014</xref>, whose THEMIS observations (reproduced in <xref ref-type="fig" rid="F3">Figure 3a</xref>) obeyed the relation <inline-formula id="inf41">
<mml:math id="m42">
<mml:mrow>
<mml:mo>&#x394;</mml:mo>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.13</mml:mn>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:msubsup>
<mml:mi>V</mml:mi>
<mml:mrow>
<mml:mi>A</mml:mi>
<mml:mi>L</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>a</mml:mi>
<mml:mi>s</mml:mi>
<mml:mi>y</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula>, where <inline-formula id="inf42">
<mml:math id="m43">
<mml:mrow>
<mml:mo>&#x394;</mml:mo>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the change in total ion temperature, <inline-formula id="inf43">
<mml:math id="m44">
<mml:mrow>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the proton mass, and <inline-formula id="inf44">
<mml:math id="m45">
<mml:mrow>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mrow>
<mml:mi>A</mml:mi>
<mml:mi>L</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>a</mml:mi>
<mml:mi>s</mml:mi>
<mml:mi>y</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the asymmetrical Alfv&#xe9;n speed. However, ion composition measurements are not available from THEMIS. We used HPCA measurements to assess possible composition dependence. Due to the small number of events, it is not possible to reach definitive conclusions about composition-dependent differences in ion heating. Although the number of events in our database was small, the range of inflow magnetic energies more limited, and the scatter high, the LSQ fits of FPI ions (<xref ref-type="fig" rid="F3">Figure 3c</xref>) and HPCA H&#x2b; (<xref ref-type="fig" rid="F3">Figure 3e</xref>) were lower than the <xref ref-type="bibr" rid="B22">PH2014</xref> fit. The scaling seen for the HPCA collective data (<xref ref-type="fig" rid="F3">Figures 3b,d</xref>) was consistent with <xref ref-type="bibr" rid="B22">PH2014</xref>. Although marginally significant, the LSQ fit for He&#x2b;&#x2b; (<xref ref-type="fig" rid="F3">Figure 3f</xref>) exceeded the <xref ref-type="bibr" rid="B22">PH2014</xref> scaling. These results support the idea that observed heating may be higher overall when the contributions of heavier ions are explicitly included.</p>
<p>Although the simulations and observations of <xref ref-type="bibr" rid="B5">Drake et al. (2009a)</xref> were symmetric, <xref ref-type="bibr" rid="B22">PH2014</xref> found the same linear scaling between available magnetic energy and observed temperature change (albeit with a lower than predicted scaling factor) in asymmetric magnetopause reconnection events. Scattering due to instabilities and waves in the exhaust could reduce the observed ion heating compared to the prediction (<xref ref-type="bibr" rid="B5">Drake et al., 2009a</xref>). Further research utilizing larger datasets is needed to determine whether the scaling of the temperature change of heavier ion species, such as He&#x2b;&#x2b;, with the available magnetic energy is larger than that for H&#x2b;, as predicted by <xref ref-type="bibr" rid="B5">Drake et al. (2009a)</xref> and other studies (<xref ref-type="bibr" rid="B20">Oka et al., 2023</xref>; <xref ref-type="bibr" rid="B9">Fiksel et al., 2009</xref>; <xref ref-type="bibr" rid="B18">Kolsto et al., 2020</xref>; <xref ref-type="bibr" rid="B37">Yoon and Bellan, 2019</xref>).</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s6">
<title>Data availability statement</title>
<p>Publicly available datasets were analyzed in this study. This data can be found here: the MMS Science Data Center (<ext-link ext-link-type="uri" xlink:href="https://lasp.colorado.edu/mms/sdc/public/about/how-to/">https://lasp.colorado.edu/mms/sdc/public/about/how-to/</ext-link>) and CDAWeb (<ext-link ext-link-type="uri" xlink:href="https://cdaweb.gsfc.nasa.gov/">https://cdaweb.gsfc.nasa.gov/</ext-link>).</p>
</sec>
<sec sec-type="author-contributions" id="s7">
<title>Author contributions</title>
<p>EH: Data curation, Formal Analysis, Investigation, Methodology, Software, Supervision, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review and editing. LB: Formal Analysis, Investigation, Software, Validation, Visualization, Writing &#x2013; review and editing. AC: Formal Analysis, Investigation, Software, Validation, Visualization, Writing &#x2013; review and editing. CC: Conceptualization, Formal Analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Writing &#x2013; review and editing. ET: Conceptualization, Formal Analysis, Funding acquisition, Investigation, Methodology, Writing &#x2013; review and editing. TP: Data curation, Formal Analysis, Methodology, Software, Validation, Visualization, Writing &#x2013; review and editing. SF: Data curation, Formal Analysis, Investigation, Methodology, Software, Validation, Visualization, Writing &#x2013; review and editing. RG: Data curation, Methodology, Validation, Writing &#x2013; review and editing.</p>
</sec>
<ack>
<title>Acknowledgements</title>
<p>The authors wish to acknowledge the late Goetz Paschmann, whose work provided the initial database from which the events in this study were chosen. The authors also thank the MMS FGM, FPI, and HPCA instrument teams for making a rich, multipoint dataset available to the space physics community; a reviewer for encouraging revisions that significantly improved the paper; and M. Cule for fruitful discussions. We used SPEDAS (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.5281/zenodo.15022585">https://doi.org/10.5281/zenodo.15022585</ext-link>), a suite of IDL codes described by <xref ref-type="bibr" rid="B1">Angelopoulos et al. (2019)</xref>, to load and process the data.</p>
</ack>
<sec sec-type="COI-statement" id="s9">
<title>Conflict of interest</title>
<p>The author(s) declared that this work 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="s10">
<title>Generative AI statement</title>
<p>The author(s) declared that generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec sec-type="disclaimer" id="s11">
<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>
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<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2409954/overview">Farideh Honary</ext-link>, Lancaster University, United Kingdom</p>
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<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/747198/overview">Christian L. V&#xe1;sconez</ext-link>, National Polytechnic School, Ecuador</p>
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<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3298097/overview">Changkun Li</ext-link>, Google, Inc., United States</p>
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