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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">758312</article-id>
<article-id pub-id-type="doi">10.3389/fspas.2021.758312</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Astronomy and Space Sciences</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Control of Magnetopause Flux Rope Topology by Non-local Reconnection</article-title>
<alt-title alt-title-type="left-running-head">Mejnertsen et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">Non-Local Control of Flux-Rope Topology</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Mejnertsen</surname>
<given-names>Lars</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1265819/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Eastwood</surname>
<given-names>Jonathan P.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/750252/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Chittenden</surname>
<given-names>Jeremy P.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<label>
<sup>1</sup>
</label>Space and Atmospheric Physics Group, Blackett Laboratory, Imperial College London, <addr-line>London</addr-line>, <country>United&#x20;Kingdom</country>
</aff>
<aff id="aff2">
<label>
<sup>2</sup>
</label>Plasma Physics Group, Blackett Laboratory, Imperial College London, <addr-line>London</addr-line>, <country>United&#x20;Kingdom</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/100983/overview">Xochitl Blanco-Cano</ext-link>, National Autonomous University of Mexico, Mexico</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/510779/overview">Huishan Fu</ext-link>, Beihang University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1223056/overview">Tieyan Wang</ext-link>, Rutherford Appleton Laboratory, United&#x20;Kingdom</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Lars Mejnertsen, <email>lars.mejnertsen10@imperial.ac.uk</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Space Physics, a section of the journal Frontiers in Astronomy and Space Sciences</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>05</day>
<month>11</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>8</volume>
<elocation-id>758312</elocation-id>
<history>
<date date-type="received">
<day>13</day>
<month>08</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>04</day>
<month>10</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2021 Mejnertsen, Eastwood and Chittenden.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Mejnertsen, Eastwood and Chittenden</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&#x20;terms.</p>
</license>
</permissions>
<abstract>
<p>Dayside magnetic reconnection between the interplanetary magnetic field and the Earth&#x2019;s magnetic field is the primary mechanism enabling mass and energy entry into the magnetosphere. During favorable solar wind conditions, multiple reconnection X-lines can form on the dayside magnetopause, potentially forming flux ropes. These flux ropes move tailward, but their evolution and fate in the tail is not fully understood. Whilst flux ropes may constitute a class of flux transfer events, the extent to which they add flux to the tail depends on their topology, which can only be measured <italic>in situ</italic> by satellites providing local observations. Global simulations allow the entire magnetospheric system to be captured at an instant in time, and thus reveal the interconnection between different plasma regions and dynamics on large scales. Using the Gorgon MHD code, we analyze the formation and evolution of flux ropes on the dayside magnetopause during a simulation of a real solar wind event. With a relatively strong solar wind dynamic pressure and southward interplanetary magnetic field, the dayside region becomes very dynamic with evidence of multiple reconnection events. The resulting flux ropes transit around the flank of the magnetosphere before eventually dissipating due to non-local reconnection. This shows that non-local effects may be important in controlling the topology of flux ropes and is a complicating factor in attempts to establish the overall contribution that flux ropes make in the general circulation of magnetic flux through the magnetosphere.</p>
</abstract>
<kwd-group>
<kwd>flux rope</kwd>
<kwd>reconnection</kwd>
<kwd>flux transfer events</kwd>
<kwd>magnetosphere (magnetospheric configuration and dynamics)</kwd>
<kwd>global modelling</kwd>
</kwd-group>
<contract-num rid="cn001">NE/P017142/1 NE/P017347/1</contract-num>
<contract-num rid="cn002">ST/M503538/1</contract-num>
<contract-sponsor id="cn001">Natural Environment Research Council<named-content content-type="fundref-id">10.13039/501100000270</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">Science and Technology Facilities Council<named-content content-type="fundref-id">10.13039/501100000271</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Magnetic reconnection is an important process in driving the dynamics of the Earth&#x2019;s magnetosphere (<italic>e.g.</italic> <xref ref-type="bibr" rid="B6">Eastwood et&#x20;al., 2017</xref> and references therein). When the interplanetary magnetic field (IMF) is southward (IMF <inline-formula id="inf1">
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</inline-formula>), it allows for enhanced plasma entry into the magnetosphere by opening up magnetic field lines on the dayside and closing on the nightside (<xref ref-type="bibr" rid="B5">Dungey, 1961</xref>). In reality, reconnection is inherently three-dimensional and non-steady (<xref ref-type="bibr" rid="B16">Fu et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B33">Wang et&#x20;al., 2020</xref>), causing the formation of Flux Transfer Events (FTEs). They are thought to transfer magnetic flux and hence energy into the magnetosphere when they are &#x201c;open&#x201d;: connected to either of the planet&#x2019;s poles and to the IMF. Though the origin and evolution of FTEs are not fully understood, they have been observed to have a significant effect on magnetospheric dynamics and space weather.</p>
<p>FTEs are identified in spacecraft observations by their characteristic bipolar signature in magnetic field data, typically in the component normal to the magnetopause surface (<xref ref-type="bibr" rid="B10">Farrugia et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B30">Russell &#x26; Elphic, 1978</xref>). This signature may be indicative of rotational magnetic field structures called flux ropes. While flux ropes exist in a variety of locations, such as on the solar surface or within coronal mass ejections, FTEs are specifically flux ropes generated on at the Earth&#x2019;s magnetopause, and range from <inline-formula id="inf2">
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</inline-formula> in size (<xref ref-type="bibr" rid="B14">Fear et&#x20;al., 2007</xref>) They consist of twisted magnetic field structures which can persist due to their force-free nature. Furthermore, they typically contain plasma features due to reconnection (hot and high velocity plasma populations), variation in the magnetic field strength (<xref ref-type="bibr" rid="B13">Fear et&#x20;al., 2008</xref>; <xref ref-type="bibr" rid="B27">Paschmann et&#x20;al., 1982</xref>), and force-free magnetic fields (<xref ref-type="bibr" rid="B10">Farrugia et&#x20;al., 2016</xref>).</p>
<p>With the majority of FTEs observed on the dayside, little is known about their transition around the magnetosphere. The prevailing theory is that once reconnection forms an FTE, it is accelerated along the magnetopause surface towards the cusps by the <inline-formula id="inf4">
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</inline-formula> force (<xref ref-type="bibr" rid="B15">Fedder et&#x20;al., 2002</xref>; <xref ref-type="bibr" rid="B30">Russell &#x26; Elphic, 1978</xref>). However, FTEs have been observed far into the magnetotail (<inline-formula id="inf5">
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</inline-formula> plane) to aligned with the <inline-formula id="inf7">
<mml:math id="m7">
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<mml:msub>
<mml:mi>z</mml:mi>
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</inline-formula> axis (<xref ref-type="bibr" rid="B7">Eastwood et&#x20;al., 2012</xref>).</p>
<p>One of the main difficulties in understanding FTEs and their impact is due to the relative sparseness of spacecraft observations. Multi-spacecraft missions such as the Magnetospheric Multiscale Mission (MMS), Time History of Events and Macro-scale Interactions during Substorms (THEMIS), and Cluster have improved our understanding of FTE size and motion (<xref ref-type="bibr" rid="B10">Farrugia et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B11">Fear et&#x20;al., 2005</xref>, <xref ref-type="bibr" rid="B13">Fear et&#x20;al., 2008</xref>). In an FTE observed by MMS, it was found that there were two distinct electron populations within the FTE: one characteristic of originating from the magnetosphere, and the other from the magnetosheath, suggesting a single FTE can have a complex magnetic topology (<xref ref-type="bibr" rid="B19">Kacem et&#x20;al., 2018</xref>). Whilst auroral signatures of FTEs have been observed, they are rarely accompanied with a spacecraft in the correct position to observe the FTE structure. Hence, global simulations of the magnetosphere, which capture the magnetosphere as a whole, can be very useful in understanding a number of FTE features, giving insights into their formation, evolution, topology and impact on the magnetosphere.</p>
<p>A number of papers have used global simulations to study FTEs and flux ropes. Though it is known that MHD cannot capture the full physics required for reconnection, it has been shown that global simulations do capture the location of reconnection at the dayside magnetopause relatively well (<xref ref-type="bibr" rid="B22">Komar et&#x20;al., 2015</xref>). <xref ref-type="bibr" rid="B28">Raeder (2006)</xref> used OpenGGCM to investigate the effect of dipole tilt on the generation of FTEs. Under a strongly southward IMF, the FTEs were formed by multiple x-line reconnection, and was modulated by the dipole tilt. <xref ref-type="bibr" rid="B1">Cardoso et&#x20;al. (2013)</xref>&#x2019;s simulation of a steady, strong South- and duskward IMF, found elbow-shaped flux tubes. Other flux tubes were found to be interlinked with field lines of different topology. <xref ref-type="bibr" rid="B9">Perez et&#x20;al. (2018)</xref> further reported a study showing a number of flux ropes spontaneously forming under constant solar wind parameters.</p>
<p>The majority of simulations studying this problem have used idealized solar wind events, with inflow parameters usually kept constant. In this article, the Gorgon code (<xref ref-type="bibr" rid="B3">Ciardi et&#x20;al., 2007</xref>; <xref ref-type="bibr" rid="B24">Mejnertsen et&#x20;al., 2016</xref>, <xref ref-type="bibr" rid="B25">2018</xref>) is used to simulate flux ropes that are formed in response to a real interval of strongly southward IMF solar wind as observed by ACE and Cluster on March 31, 2001 (<xref ref-type="bibr" rid="B23">Maksimovic et&#x20;al., 2003</xref>). By using a global simulation approach, the full three-dimensional structure of different flux ropes are found as a function of time. This allows their properties to be established, and their generation, transport and fate to be studied. Furthermore, their magnetic topology can be calculated, from which the amount of flux transferred into the magnetosphere can be inferred. The manuscript is organized as follows. In <italic>Methodology</italic>, we discuss the methodology, including the Gorgon MHD code and the properties of the solar wind on the day of interest. <italic>Overview of the Event Simulation</italic> provides an overview of the Simulation, and <italic>Identification of Flux Ropes Through Field Line Tracing and Topology Mapping</italic> describes in detail the methodology used to identify and study flux ropes at the magnetopause. <italic>Results</italic> presents the results of the flux rope analysis, and conclusions are summarized in <italic>Conclusion</italic>.</p>
</sec>
<sec sec-type="methods" id="s2">
<title>Methodology</title>
<sec id="s2-1">
<title>The Gorgon MHD Code</title>
<p>In this work, we simulate the magnetosphere using the Gorgon 3D magnetohydrodynamic code. Gorgon was initially developed for studying high energy, collisional plasma interactions such as Z-pinches (<xref ref-type="bibr" rid="B2">Chittenden et&#x20;al., 2004</xref>; <xref ref-type="bibr" rid="B18">Jennings, 2006</xref>; <xref ref-type="bibr" rid="B17">Jennings et&#x20;al., 2010</xref>), laser-plasma interactions (<xref ref-type="bibr" rid="B32">Smith et&#x20;al., 2007</xref>) and magnetic tower jets (<xref ref-type="bibr" rid="B3">Ciardi et&#x20;al., 2007</xref>), but has recently been adapted to simulate planetary magnetospheres and their interaction with the solar wind (<xref ref-type="bibr" rid="B4">Desai et&#x20;al., 2021</xref>; <xref ref-type="bibr" rid="B8">Eggington et&#x20;al., 2020</xref>; <xref ref-type="bibr" rid="B24">Mejnertsen et&#x20;al., 2016</xref>, <xref ref-type="bibr" rid="B25">2018</xref>).</p>
<p>Gorgon uses a fully explicit, Eulerian formulation of the resistive MHD equations for a fully ionized hydrogen plasma, as given by <xref ref-type="disp-formula" rid="e1">Equations 1 to 6</xref>:<disp-formula id="e1">
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</mml:math>
<label>(3)</label>
</disp-formula>
<disp-formula id="e4">
<mml:math id="m11">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:msub>
<mml:mi>&#x3b5;</mml:mi>
<mml:mi>e</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x2b;</mml:mo>
<mml:mrow>
<mml:mover accent="true">
<mml:mo>&#x2207;</mml:mo>
<mml:mo>&#x2192;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mo>&#x22c5;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b5;</mml:mi>
<mml:mi>e</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>v</mml:mi>
<mml:mo>&#x2192;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>e</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mover accent="true">
<mml:mo>&#x2207;</mml:mo>
<mml:mo>&#x2192;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mo>&#x22c5;</mml:mo>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>v</mml:mi>
<mml:mo>&#x2192;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>&#x3b7;</mml:mi>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>&#x7c;</mml:mo>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>J</mml:mi>
<mml:mo>&#x2192;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mo>&#x7c;</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#x2212;</mml:mo>
<mml:mtext>&#x39b;</mml:mtext>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mtext>&#x394;</mml:mtext>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(4)</label>
</disp-formula>
<disp-formula id="e5">
<mml:math id="m12">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msup>
<mml:mo>&#x2202;</mml:mo>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>A</mml:mi>
<mml:mo>&#x2192;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:msup>
<mml:mi>t</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:msup>
<mml:mi>c</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mrow>
<mml:mover accent="true">
<mml:mo>&#x2207;</mml:mo>
<mml:mo>&#x2192;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mo>&#xd7;</mml:mo>
<mml:mrow>
<mml:mover accent="true">
<mml:mo>&#x2207;</mml:mo>
<mml:mo>&#x2192;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mo>&#xd7;</mml:mo>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>A</mml:mi>
<mml:mo>&#x2192;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>J</mml:mi>
<mml:mo>&#x2192;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="italic">&#x3f5;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(5)</label>
</disp-formula>
<disp-formula id="e6">
<mml:math id="m13">
<mml:mrow>
<mml:mi mathvariant="normal">w</mml:mi>
<mml:mi mathvariant="normal">h</mml:mi>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mi mathvariant="normal">r</mml:mi>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mo>&#xa0;</mml:mo>
<mml:mi>&#x3b7;</mml:mi>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>J</mml:mi>
<mml:mo>&#x2192;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>A</mml:mi>
<mml:mo>&#x2192;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x2b;</mml:mo>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>v</mml:mi>
<mml:mo>&#x2192;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mo>&#xd7;</mml:mo>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>B</mml:mi>
<mml:mo>&#x2192;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(6)</label>
</disp-formula>
</p>
<p>These equations describe the conservation of mass (1), momentum (2), proton energy (3), electron energy (4), the magnetic induction equation (5) and Ohms law (6), where <inline-formula id="inf8">
<mml:math id="m14">
<mml:mi>&#x3c1;</mml:mi>
</mml:math>
</inline-formula> is the mass density, <inline-formula id="inf9">
<mml:math id="m15">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>v</mml:mi>
<mml:mo>&#x2192;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
</inline-formula> is the bulk plasma flow, <inline-formula id="inf10">
<mml:math id="m16">
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the proton and electron pressure, <inline-formula id="inf11">
<mml:math id="m17">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>J</mml:mi>
<mml:mo>&#x2192;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
</inline-formula> is the current density, <inline-formula id="inf12">
<mml:math id="m18">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>B</mml:mi>
<mml:mo>&#x2192;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
</inline-formula> is the magnetic field, <inline-formula id="inf13">
<mml:math id="m19">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b5;</mml:mi>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the ion and electron energy density and <inline-formula id="inf14">
<mml:math id="m20">
<mml:mi>&#x3b7;</mml:mi>
</mml:math>
</inline-formula> is the plasma resistivity.</p>
<p>Because of its roots in high energy plasma physics, the MHD formulation in Gorgon is atypical. Firstly, it treats the electron and proton energy equations separately (<xref ref-type="disp-formula" rid="e3">Equations 3</xref>, <xref ref-type="disp-formula" rid="e4">4</xref>), allowing them to be out of thermodynamic equilibrium. These equations include terms for Ohmic heating <inline-formula id="inf15">
<mml:math id="m21">
<mml:mrow>
<mml:mi>&#x3b7;</mml:mi>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>&#x7c;</mml:mo>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>J</mml:mi>
<mml:mo>&#x2192;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mo>&#x7c;</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula>, optically thin radiation losses <inline-formula id="inf16">
<mml:math id="m22">
<mml:mtext>&#x39b;</mml:mtext>
</mml:math>
</inline-formula>, and electron-proton energy exchange <inline-formula id="inf17">
<mml:math id="m23">
<mml:mrow>
<mml:msub>
<mml:mtext>&#x394;</mml:mtext>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. In the parameter regime of magnetospheric space plasmas, these terms are negligible, and hence have been disabled in the code or are also negligibly small. The pressure is calculated using the ideal gas law, with <inline-formula id="inf18">
<mml:math id="m24">
<mml:mrow>
<mml:mi>&#x3b3;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>5</mml:mn>
<mml:mo>/</mml:mo>
<mml:mn>3</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>. It makes use of second Order Van Leer advection to solve the advection terms in <xref ref-type="disp-formula" rid="e1">Equations 1</xref>-<xref ref-type="disp-formula" rid="e6">6</xref>. It also employs a variable timestep which automatically satisfies the relevant Courant conditions.</p>
<p>Secondly, the magnetic field solver uses the vector potential representation of the magnetic field, on a staggered grid (<xref ref-type="bibr" rid="B20">Yee, 1966</xref>). This allows the magnetic divergence condition to be satisfied automatically to machine accuracy, without using divergence cleaning algorithms. It also allows the electromagnetic fields to propagate through a vacuum. In the code, a vacuum is defined by a threshold density, below which plasma properties forces are set to zero. Here, the fields propagate as vacuum solutions to Maxwell&#x2019;s Equations.</p>
<p>Space plasmas are in general collisionless, meaning they have a very small resistivity and a broad applicability of the &#x201c;frozen-in&#x201d; flux theorem. Under ideal MHD, a process such as reconnection should not occur, as the fields cannot disassociate from the plasma. In numerical simulations, there is a numerical resistivity which allows the magnetic field to reconnect. This is dependent on the size of the grid. Whilst Gorgon is a resistive MHD code, this resistivity has been set to the Spitzer resistivity, which is lower than the numerical resistivity. A common approach in reconnection studies in global MHD simulations is to apply an anomalous resistivity (<xref ref-type="bibr" rid="B22">Komar et&#x20;al., 2015</xref>), and has been found necessary when simulating substorms (<xref ref-type="bibr" rid="B29">Raeder et&#x20;al., 2001</xref>). However, numerous simulations (<xref ref-type="bibr" rid="B28">Raeder, 2006</xref>; <xref ref-type="bibr" rid="B1">Cardoso et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B9">Perez et&#x20;al., 2018</xref>) have shown that flux ropes can form with numerical resistivity, and anomalous resistivity has no impact on dayside reconnection (<xref ref-type="bibr" rid="B28">Raeder, 2006</xref>).</p>
<p>In this work, we use the same simulation as in <xref ref-type="bibr" rid="B25">Mejnertsen et&#x20;al. (2018)</xref>. We simulate a region spanning <inline-formula id="inf19">
<mml:math id="m25">
<mml:mrow>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mrow>
<mml:mi>G</mml:mi>
<mml:mi>S</mml:mi>
<mml:mi>E</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>50</mml:mn>
<mml:mo>,</mml:mo>
<mml:mo>&#xa0;</mml:mo>
<mml:mn>30</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>E</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf20">
<mml:math id="m26">
<mml:mrow>
<mml:msub>
<mml:mi>y</mml:mi>
<mml:mrow>
<mml:mi>G</mml:mi>
<mml:mi>S</mml:mi>
<mml:mi>E</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>20</mml:mn>
<mml:mo>,</mml:mo>
<mml:mo>&#xa0;</mml:mo>
<mml:mn>20</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>E</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf21">
<mml:math id="m27">
<mml:mrow>
<mml:msub>
<mml:mi>z</mml:mi>
<mml:mrow>
<mml:mi>G</mml:mi>
<mml:mi>S</mml:mi>
<mml:mi>E</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>30</mml:mn>
<mml:mo>,</mml:mo>
<mml:mo>&#xa0;</mml:mo>
<mml:mn>30</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>E</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, with a uniform grid resolution of <inline-formula id="inf22">
<mml:math id="m28">
<mml:mrow>
<mml:mn>0.2</mml:mn>
<mml:mo>&#xa0;</mml:mo>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>E</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. The solar wind is applied on the sunward boundary of simulation domain, with von-Neumann conditions on all other boundaries.</p>
</sec>
</sec>
<sec id="s3">
<title>March 31, 2001</title>
<p>The work in this article also uses the same solar wind parameters as in <xref ref-type="bibr" rid="B25">Mejnertsen et&#x20;al. (2018)</xref>, from March 31, 2001&#x20;17:14:00 &#x2013; 19:34:00 UT. This interval was the subject of a case study by <xref ref-type="bibr" rid="B23">Maksimovic et&#x20;al. (2003)</xref>, who used four spacecraft Cluster observations to characterize the motion of the bow shock in response to variation in the solar wind inflow. Whereas <xref ref-type="bibr" rid="B25">Mejnertsen et&#x20;al. (2018)</xref> focused on the motion of the outer boundaries over the whole 2&#xa0;hour period, but reduced to the ecliptic and noon-midnight plane, in this chapter the focus is on the formation of FTEs over a shorter 20&#xa0;min timeframe. For this, the full three-dimensional state of the simulation is sampled at 10&#xa0;s intervals.</p>
<p>The full solar wind input to the simulation is shown in <xref ref-type="fig" rid="F1">Figure&#x20;1</xref>. However, now the focus is on the analysis interval from <inline-formula id="inf23">
<mml:math id="m29">
<mml:mrow>
<mml:mi>t</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>190</mml:mn>
<mml:mo>&#xa0;</mml:mo>
<mml:mi>min</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> to <inline-formula id="inf24">
<mml:math id="m30">
<mml:mrow>
<mml:mn>210</mml:mn>
<mml:mo>&#xa0;</mml:mo>
<mml:mi>min</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> as is indicated by the grey shaded region. The start of the simulated period (t &#x3d; 0) is 15:14:00 UTC, and so this corresponds to 18:24:00 &#x2013; 18:44:00 UTC. During this time, the solar wind number density drops from <inline-formula id="inf25">
<mml:math id="m31">
<mml:mrow>
<mml:mn>30</mml:mn>
<mml:mo>&#xa0;</mml:mo>
<mml:mo>/</mml:mo>
<mml:mi mathvariant="normal">c</mml:mi>
<mml:msup>
<mml:mi mathvariant="normal">m</mml:mi>
<mml:mn>3</mml:mn>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> to <inline-formula id="inf26">
<mml:math id="m32">
<mml:mrow>
<mml:mn>10</mml:mn>
<mml:mo>&#xa0;</mml:mo>
<mml:mo>/</mml:mo>
<mml:mi mathvariant="normal">c</mml:mi>
<mml:msup>
<mml:mi mathvariant="normal">m</mml:mi>
<mml:mn>3</mml:mn>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula>, as seen in panel (a). The solar wind speed stays constant at approximately <inline-formula id="inf27">
<mml:math id="m33">
<mml:mrow>
<mml:mn>600</mml:mn>
<mml:mo>&#xa0;</mml:mo>
<mml:mi>km</mml:mi>
<mml:mo>/</mml:mo>
<mml:mi mathvariant="normal">s</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> (panel b). However, there is a significant <inline-formula id="inf28">
<mml:math id="m34">
<mml:mrow>
<mml:msub>
<mml:mi>v</mml:mi>
<mml:mi>y</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> component, averaging approximately <inline-formula id="inf29">
<mml:math id="m35">
<mml:mrow>
<mml:mn>100</mml:mn>
<mml:mo>&#xa0;</mml:mo>
<mml:mi>km</mml:mi>
<mml:mo>/</mml:mo>
<mml:mi mathvariant="normal">s</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>. The strength of the IMF (panel 3) was larger than typical IMF strength, ranging between <inline-formula id="inf30">
<mml:math id="m36">
<mml:mrow>
<mml:mn>20</mml:mn>
<mml:mo>&#xa0;</mml:mo>
<mml:mi>nT</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf31">
<mml:math id="m37">
<mml:mrow>
<mml:mn>25</mml:mn>
<mml:mo>&#xa0;</mml:mo>
<mml:mi>nT</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>. The dominating IMF component is the <inline-formula id="inf32">
<mml:math id="m38">
<mml:mrow>
<mml:msub>
<mml:mi>B</mml:mi>
<mml:mi>z</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> component, with <inline-formula id="inf33">
<mml:math id="m39">
<mml:mrow>
<mml:msub>
<mml:mi>B</mml:mi>
<mml:mi>z</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> starting at approximately <inline-formula id="inf34">
<mml:math id="m40">
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>30</mml:mn>
<mml:mo>&#xa0;</mml:mo>
<mml:mi>nT</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> and reducing in magnitude slightly near the end. During this interval, the <inline-formula id="inf35">
<mml:math id="m41">
<mml:mrow>
<mml:msub>
<mml:mi>B</mml:mi>
<mml:mi>y</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> component drops to approximately zero. With a negligibly small constant <inline-formula id="inf36">
<mml:math id="m42">
<mml:mrow>
<mml:msub>
<mml:mi>B</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, the IMF is predominantly southward, with no dawn-dusk component. The final panel 4) shows the sub-solar magnetopause and bow shock positions, as calculated by the methods in <xref ref-type="bibr" rid="B25">Mejnertsen et&#x20;al. (2018)</xref>. As expected, the reduction of solar wind number density causes the magnetopause distance to increase, from approximately <inline-formula id="inf37">
<mml:math id="m43">
<mml:mrow>
<mml:mn>6.5</mml:mn>
<mml:mo>&#xa0;</mml:mo>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>E</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> to <inline-formula id="inf38">
<mml:math id="m44">
<mml:mrow>
<mml:mn>7.5</mml:mn>
<mml:mo>&#xa0;</mml:mo>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>E</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. This causes the bow shock position to also increase in distance. The magnetopause position is much more variable than the bow shock position (<xref ref-type="bibr" rid="B25">Mejnertsen et&#x20;al., 2018</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>The solar wind input to the simulation, and the position of the bow shock and magnetopause in response. The shaded region denotes the region of interest during this chapter.</p>
</caption>
<graphic xlink:href="fspas-08-758312-g001.tif"/>
</fig>
</sec>
<sec id="s4">
<title>Overview of the Event Simulation</title>
<p>We first discuss the overall dynamics of the magnetopause during the 20&#xa0;min interval of interest. The plasma number density in the ecliptic plane is shown in <xref ref-type="fig" rid="F2">Figure&#x20;2</xref> at 1.5&#xa0;min intervals from <inline-formula id="inf39">
<mml:math id="m45">
<mml:mrow>
<mml:mi>t</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>190</mml:mn>
<mml:mo>&#xa0;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>min to <inline-formula id="inf40">
<mml:math id="m46">
<mml:mrow>
<mml:mn>206.5</mml:mn>
<mml:mo>&#xa0;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>min. The solar wind streaming in from the left of each subplot first passes through the bow shock, shown by the increase in mass density. It flows around the magnetopause, which corresponds to the sharp cut-off in mass density. The magnetopause and bow shock are approximately conical, but oriented at an angle to the Sun-Earth line: this is due to the significant <inline-formula id="inf41">
<mml:math id="m47">
<mml:mrow>
<mml:msub>
<mml:mi>v</mml:mi>
<mml:mi>y</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> component in the solar wind. At <inline-formula id="inf42">
<mml:math id="m48">
<mml:mrow>
<mml:mi>t</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>190</mml:mn>
<mml:mo>&#xa0;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>min (panel 1), the magnetopause appears relatively smooth: there are only a few small structures, indicated by the bulges in the sharp density cut-off corresponding to the magnetopause. At this time, the solar wind number density is also at its highest, leading to the bow shock and magnetopause being most compressed, with a relatively thin magnetosheath. As time increases, the solar wind number density decreases, as can be seen by the decreasing magnitude of the color bar scales. This increases the magnetopause and bow shock standoff distances, and increases the magnetosheath width, which is most easily seen by comparing panels 1, 4, 7 and 10. As the number density decreases, more coherent structure forms on the magnetopause. On the dawn side, <inline-formula id="inf43">
<mml:math id="m49">
<mml:mrow>
<mml:msub>
<mml:mi>y</mml:mi>
<mml:mrow>
<mml:mi>G</mml:mi>
<mml:mi>S</mml:mi>
<mml:mi>E</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3c;</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>, there is a rippling of the magnetopause surface (indicated by the white dotted ellipse on <xref ref-type="fig" rid="F2">Figure&#x20;2</xref>) which persists throughout each panel in <xref ref-type="fig" rid="F2">Figure&#x20;2</xref> with varying amplitude. On the dusk side, <inline-formula id="inf44">
<mml:math id="m50">
<mml:mrow>
<mml:msub>
<mml:mi>y</mml:mi>
<mml:mrow>
<mml:mi>G</mml:mi>
<mml:mi>S</mml:mi>
<mml:mi>E</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3e;</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>, distinct bulges in the plasma can be seen propagating down the flanks of the magnetopause; an example of one is shown in <xref ref-type="fig" rid="F2">Figure&#x20;2</xref> by the white dotted ellipse. These bulges are much more sporadic and intermittent than on the dawn side. An example of these bulges can be seen at <inline-formula id="inf45">
<mml:math id="m51">
<mml:mrow>
<mml:mi>t</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>193</mml:mn>
<mml:mo>&#xa0;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>min, at position <inline-formula id="inf46">
<mml:math id="m52">
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>5</mml:mn>
<mml:mo>&#xa0;</mml:mo>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>E</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf47">
<mml:math id="m53">
<mml:mrow>
<mml:mi>y</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>10</mml:mn>
<mml:mo>&#xa0;</mml:mo>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>E</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, which propagates along the magnetopause surface before disappearing in the&#x20;tail.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>The number density in the ecliptic plane every 1.5&#xa0;min from <inline-formula id="inf48">
<mml:math id="m54">
<mml:mrow>
<mml:mi>t</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>190</mml:mn>
<mml:mtext>&#xa0;</mml:mtext>
</mml:mrow>
</mml:math>
</inline-formula>min to <inline-formula id="inf49">
<mml:math id="m55">
<mml:mrow>
<mml:mi>t</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>206.5</mml:mn>
<mml:mtext>&#xa0;</mml:mtext>
</mml:mrow>
</mml:math>
</inline-formula>min. The number density color bar scale changes every timestep. With the solar wind streaming from the left, the sharp increase in number density to the left denotes the bow shock. The brightly colored region after it is the magnetosheath. The subsequent sharp decrease moving to the right is the magnetopause. The white circle is the inner boundary of the simulation, of radius 3<inline-formula id="inf50">
<mml:math id="m56">
<mml:mrow>
<mml:mtext>&#xa0;</mml:mtext>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>E</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>.</p>
</caption>
<graphic xlink:href="fspas-08-758312-g002.tif"/>
</fig>
<p>This same variability in the structure of the magnetosphere can also be seen in the current density magnitude, as shown in <xref ref-type="fig" rid="F3">Figure&#x20;3</xref>. The magnetopause current density magnitude is largest in the sub-solar region, and decreases down the flanks. Many of the structures seen in the number density (<xref ref-type="fig" rid="F2">Figure&#x20;2</xref>) are also visible here. On the dawn side, the same oscillatory feature can be seen (indicated by the white dotted circle on <xref ref-type="fig" rid="F3">Figure&#x20;3</xref>), as well as the bulges moving down the dusk-side flank. More structure can also be seen on the sub-solar magnetopause. For example, at <inline-formula id="inf51">
<mml:math id="m57">
<mml:mrow>
<mml:mi>t</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>194.5</mml:mn>
<mml:mo>&#xa0;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>min (panel 4), the magnetopause current sheet exhibits local variations in current density strength.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>The magnitude of the current density in the ecliptic plane every 1.5&#xa0;min from <inline-formula id="inf52">
<mml:math id="m58">
<mml:mrow>
<mml:mi mathvariant="bold-italic">t</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>190</mml:mn>
<mml:mi mathvariant="bold-italic">&#xa0;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>min to <inline-formula id="inf53">
<mml:math id="m59">
<mml:mrow>
<mml:mn>206.5</mml:mn>
<mml:mi mathvariant="bold-italic">&#xa0;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>min. As with <xref ref-type="fig" rid="F2">Figure&#x20;2</xref>, the solar wind streams from the left. The compression of the magnetic field through the bow shock is shown as the left most current density peak. The magnetopause current sheet follows shortly after. Rather than a simple conical shape, it has oscillatory and transient structures. In the magnetotail, the white circle is the inner boundary of the simulation, of radius 3<inline-formula id="inf54">
<mml:math id="m60">
<mml:mrow>
<mml:mi mathvariant="bold-italic">&#xa0;</mml:mi>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>E</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. The subsequent sharp decrease moving to the right is the magnetopause.</p>
</caption>
<graphic xlink:href="fspas-08-758312-g003.tif"/>
</fig>
<p>
<xref ref-type="fig" rid="F2">Figure&#x20;2</xref> and <xref ref-type="fig" rid="F3">Figure&#x20;3</xref> show that there are dynamic processes occurring on the magnetopause surface, which propagate down the flanks of the magnetosphere. We now discuss these features in more detail, finding that they are in fact caused by flux ropes associated with magnetic reconnection on the dayside magnetopause. We now describe the methodology used to identify flux ropes in the simulation before examining their properties in more detail.</p>
</sec>
<sec id="s5">
<title>Identification of Flux Ropes Through Field Line Tracing and Topology Mapping</title>
<p>In order to visualize magnetic field lines and understand the features of the magnetopause, in particular to identify flux ropes, streamlines are calculated from the magnetic field vector field. This is performed for two reasons. The first is to establish the existence of flux ropes based on identifying twisted field line structures, and the second is to examine flux rope topology. Flux ropes may be open (connected at one end to the ionosphere with the other end in the solar wind), closed (connected at both ends to either the ionosphere), or entirely contained within the solar&#x20;wind.</p>
<p>The quality of stream-tracing is heavily dependent on its starting (seed) point. By under-sampling the magnetic field, visualizations can miss vital structure and dynamics. Ideally, there would be multiple seed points for every grid cell to ensure that every flux rope of interest is captured. In typical simulation grid sizes, this is computationally prohibitive. To render stream-tracing feasible, it is only performed in regions of interest, such as on the dayside or the nightside flank, as is shown in <xref ref-type="fig" rid="F4">Figure&#x20;4</xref>.</p>
<fig id="F4" position="float">
<label>FIGURE4</label>
<caption>
<p>An example of field line tracing and topology mapping. The magnetic field lines are colored by their topology: red for solar wind, blue for closed, green for open field lines connected to the South pole (magnetic North) and purple for open field lines connected to the North pole (magnetic South). The solar wind (red) field lines, which would dominate the view, have been filtered out. The slice shows the magnetic topology of cells along the ecliptic plane (<inline-formula id="inf55">
<mml:math id="m61">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">z</mml:mi>
<mml:mrow>
<mml:mi>G</mml:mi>
<mml:mi>S</mml:mi>
<mml:mi>E</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>): i.e. field lines connected to the red region are solar wind field lines, and map to the outer boundary of the simulation.</p>
</caption>
<graphic xlink:href="fspas-08-758312-g004.tif"/>
</fig>
<p>Since global simulations provide the full three-dimensional path of field lines, their topology can be found by categorizing the field line according to their end point location. In cases where both ends of the field line reaches the outer boundary, the field line is said to be part of the IMF, and is colored red. When both ends of the field line touch the inner boundary, it is said to be closed, and is colored blue. Open field lines occur when one end connects to the inner boundary, and the other to the outer boundary. Open field lines are further classified by which pole they reach: North (magnetic South) is purple, and South (magnetic North) is green. The final type of field line identified by the algorithm are so-called incomplete field lines, where one or both ends do not reach a simulation boundary. Computationally, the stream-tracer assign a finite number of steps to the streamline, so when the field line has not reached a boundary, it has likely run out of&#x20;steps.</p>
<p>In order to filter out flux ropes from background magnetic field lines, the amount a field line twists or rotates is also computed. This measure of twist provides a way to isolate the twisted flux rope fields. The total rotation, <inline-formula id="inf56">
<mml:math id="m62">
<mml:mtext>&#x39b;</mml:mtext>
</mml:math>
</inline-formula>, is given by the angle between subsequent magnetic field directions along a field line,<disp-formula id="equ1">
<mml:math id="m63">
<mml:mrow>
<mml:mtext>&#x39b;</mml:mtext>
<mml:mo>&#x3d;</mml:mo>
<mml:munder>
<mml:mstyle displaystyle="true">
<mml:mo>&#x2211;</mml:mo>
</mml:mstyle>
<mml:mi>i</mml:mi>
</mml:munder>
<mml:msup>
<mml:mrow>
<mml:mi>cos</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>B</mml:mi>
<mml:mo>&#x5e;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>s</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x22c5;</mml:mo>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>B</mml:mi>
<mml:mo>&#x5e;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>s</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mtext>&#x394;</mml:mtext>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>,</mml:mo>
<mml:mo>&#xa0;</mml:mo>
<mml:mo>&#xa0;</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>where <inline-formula id="inf57">
<mml:math id="m64">
<mml:mi>s</mml:mi>
</mml:math>
</inline-formula> is the path along the field line and <inline-formula id="inf58">
<mml:math id="m65">
<mml:mrow>
<mml:mtext>&#x394;</mml:mtext>
<mml:mi>s</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the stream-tracer step size. A perfectly straight field line will thus have <inline-formula id="inf59">
<mml:math id="m66">
<mml:mrow>
<mml:mtext>&#x39b;</mml:mtext>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>. A perfectly circular field line will have <inline-formula id="inf60">
<mml:math id="m67">
<mml:mrow>
<mml:mtext>&#x39b;</mml:mtext>
<mml:mo>&#xa0;</mml:mo>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>2</mml:mn>
<mml:mi>&#x3c0;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>360</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> after completing one revolution.</p>
<p>We note that the computation time can be decreased even further by removing the need to store every point in the field line and saving only the large-scale properties of each field line. This is used in topology mapping, where, for every seed point of interest, the field line is calculated to determine where it is connected to. An example of this is shown by the slice shown in <xref ref-type="fig" rid="F4">Figure&#x20;4</xref>: a streamline is calculated from every position on that slice, and its topology is saved. This is then visualized on the&#x20;slice.</p>
<p>By combining the topology mapping algorithm with calculations of the total rotation, <inline-formula id="inf61">
<mml:math id="m68">
<mml:mtext>&#x39b;</mml:mtext>
</mml:math>
</inline-formula>, regions where flux ropes have formed can be identified. Visualizing only field lines which exhibit flux rope characteristics gives a clearer picture of flux rope dynamics, whilst also finding all the flux ropes which meet the rotation criterion. The general method in plotting these flux ropes is as follows. For every timestep, the total rotation is calculated at cells in the simulation grid in the region of interest (e.g. the dayside). For each seed point where the <inline-formula id="inf62">
<mml:math id="m69">
<mml:mtext>&#x39b;</mml:mtext>
</mml:math>
</inline-formula> is large enough, usually <inline-formula id="inf63">
<mml:math id="m70">
<mml:mrow>
<mml:mtext>&#x39b;</mml:mtext>
<mml:mo>&#x3e;</mml:mo>
<mml:mn>8</mml:mn>
<mml:mi>&#x3c0;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, their field line is drawn and its topology calculated. The threshold value of <inline-formula id="inf64">
<mml:math id="m71">
<mml:mrow>
<mml:mn>8</mml:mn>
<mml:mi>&#x3c0;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> was chosen through trial-and-error, as it allowed for effective filtering of non flux rope like field lines (e.g. draped field lines in the magnetosheath), whilst still including flux rope structures.</p>
<p>An illustration of the method is shown in <xref ref-type="fig" rid="F5">Figure&#x20;5</xref>. In panel a, the field lines are drawn using seeds spread on a uniform spherical grid. Whilst it does show some structure - for example, the magnetic separator can be inferred by the region separating the South (green) from the North (purple) field lines, it is difficult to see flux ropes, and the IMF has been filtered out as otherwise it would obscure the view of the magnetopause. In contrast, panel b shows the field lines filtered by the rotation method. Flux ropes can more easily be seen, and since the IMF field is not filtered out, examples of all four field topologies is visible.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>By filtering field lines by rotation, flux rope structure can more easily be seen. Panel <bold>(A)</bold> shows field lines drawn from a regular spherical grid. Panel <bold>(B)</bold> shows field lines drawn from positions on the simulation grid with a high enough rotation, <inline-formula id="inf65">
<mml:math id="m72">
<mml:mrow>
<mml:mi mathvariant="bold-italic">&#x39b;</mml:mi>
<mml:mo>&#x3e;</mml:mo>
<mml:mn>8</mml:mn>
<mml:mi mathvariant="bold-italic">&#x3c0;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>.</p>
</caption>
<graphic xlink:href="fspas-08-758312-g005.tif"/>
</fig>
</sec>
<sec sec-type="results" id="s6">
<title>Results</title>
<sec id="s6-1">
<title>Generation of Flux Ropes on the Dayside Magnetopause</title>
<p>Using the flux rope identification method described previously, <xref ref-type="fig" rid="F6">Figure&#x20;6</xref> shows the existence of flux ropes on the dayside magnetopause during the interval of interest. As in <italic>Identification of Flux Ropes Through Field Line Tracing and Topology Mapping</italic>, magnetic field lines are colored by their topology: red for IMF, blue for closed, purple for open and connected to the North pole, and green for open and connected to the South pole. The reconnection region, approximately denoted by the orange ellipse in <xref ref-type="fig" rid="F6">Figure&#x20;6</xref>, shows a complex entanglement of open, closed and IMF field lines, which can vary significantly over the 10&#xa0;s time period. Out of the tangled reconnection region, distinct flux ropes propagate out along the magnetopause surface, predominantly along the dawn and dusk directions. They are generated with the flux rope axis parallel to the azimuthal direction, as is expected. These flux ropes start off relatively small, approximately <inline-formula id="inf66">
<mml:math id="m73">
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>&#xa0;</mml:mo>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>E</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> long in the azimuthal direction, and <inline-formula id="inf67">
<mml:math id="m74">
<mml:mrow>
<mml:mo>&#x223c;</mml:mo>
<mml:mn>1</mml:mn>
<mml:mo>&#xa0;</mml:mo>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>E</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>&#x20;wide.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Flux Ropes generated on the dayside magnetopause. With each panel, time increases by 10&#x20;s field lines are filtered by their total rotation, showing only flux rope like structures on the magnetopause surface. Behind the flux ropes is a<inline-formula id="inf68">
<mml:math id="m75">
<mml:mrow>
<mml:mi mathvariant="bold-italic">&#xa0;</mml:mi>
<mml:mn>6</mml:mn>
<mml:mi mathvariant="bold-italic">&#xa0;</mml:mi>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>E</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> reference sphere. The dayside reconnection region (shown in orange in panel 1), creates a complicated mix of flux ropes. Out of this, a number of distinct flux rope like structures emerge, as denoted by the ellipses marked 1, 2 and 3, which travel down the dusk&#x20;flank.</p>
</caption>
<graphic xlink:href="fspas-08-758312-g006.tif"/>
</fig>
<p>From the first timestep at <inline-formula id="inf69">
<mml:math id="m76">
<mml:mrow>
<mml:mi>t</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>192</mml:mn>
<mml:mo>&#xa0;</mml:mo>
<mml:mtext>min</mml:mtext>
</mml:mrow>
</mml:math>
</inline-formula> (panel <xref ref-type="fig" rid="F6">Figure&#x20;6</xref>), two flux ropes have already formed (flux ropes 1 and 2), indicated by the black dashed ellipses. These are on opposite sides of the ecliptic plane: flux rope 1 is predominantly purple, indicating it is connected to the Northern pole, whilst flux rope two is predominantly green and is connected to the Southern pole. At <inline-formula id="inf70">
<mml:math id="m77">
<mml:mrow>
<mml:mi>t</mml:mi>
<mml:mo>&#x3e;</mml:mo>
<mml:mn>192.33</mml:mn>
<mml:mo>&#xa0;</mml:mo>
<mml:mtext>min</mml:mtext>
</mml:mrow>
</mml:math>
</inline-formula> (panels 1&#x2013;3), both flux ropes are intertwined with closed field lines. This can best be seen in flux rope two in panel 2, which shows a blue strip wrapping around the green field lines. As time progresses, the closed field line region disappears, and the flux ropes move around the dusk flank toward higher latitudes.</p>
<p>At a later time <inline-formula id="inf71">
<mml:math id="m78">
<mml:mrow>
<mml:mi>t</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>192.67</mml:mn>
<mml:mo>&#xa0;</mml:mo>
<mml:mi>m</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>n</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> (panel 5) a large-scale magnetic structure emerges from the dayside reconnection region, labelled as flux rope 3. This flux rope is complex in structure: it consists of a core of closed field lines (blue), around which open field lines are wrapped. The flux rope core magnetic field of closed magnetic field strength bends in a &#x201c;U&#x201d; shape, which is due to a velocity shear in the <inline-formula id="inf72">
<mml:math id="m79">
<mml:mi>z</mml:mi>
</mml:math>
</inline-formula> direction which kinks the flux rope. Eventually, the &#x201c;U&#x201d; shape breaks, forming two flux ropes of different connectivity (<xref ref-type="fig" rid="F6">Figure&#x20;6</xref>). As it travels toward the dusk flank, the South connected flux rope increases in azimuthal extent, whereas the North connected flux rope stays relatively small, and trails the South connected flux rope. Both flux ropes still have a core of closed magnetic&#x20;field.</p>
<p>To make sense of the magnetopause reconnection region, the magnetopause surface is plotted in <xref ref-type="fig" rid="F7">Figure&#x20;7</xref>. In panel (a), a three-dimensional iso-contour at <inline-formula id="inf73">
<mml:math id="m80">
<mml:mrow>
<mml:msub>
<mml:mi>B</mml:mi>
<mml:mi>z</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> denotes the magnetopause surface. It is coloured by the magnetic field strength normal to the iso-contour surface, with the black line showing where <inline-formula id="inf74">
<mml:math id="m81">
<mml:mrow>
<mml:msub>
<mml:mi>v</mml:mi>
<mml:mi>z</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>. The <inline-formula id="inf75">
<mml:math id="m82">
<mml:mrow>
<mml:msub>
<mml:mi>v</mml:mi>
<mml:mi>z</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> line is highly warped. Panel 2) shows the magnetic topology, filtering out the IMF field. Regions of closed field lines (blue) denotes places where reconnection could occur, since these have direct contact with the IMF. These regions tend to be clustered together in multiple lines, suggesting the multiple x-line reconnection is occurring.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>A view of the magnetopause from the magnetosheath, showing its magnetic field properties and plasma motion, and potential regions of reconnection and plasma. The left panel <bold>(A)</bold> shows the <inline-formula id="inf76">
<mml:math id="m83">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">B</mml:mi>
<mml:mi mathvariant="bold-italic">z</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> contour, coloured by the magnetic field strength normal to the surface, <inline-formula id="inf77">
<mml:math id="m84">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">B</mml:mi>
<mml:mi mathvariant="bold-italic">n</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. The black line denotes the <inline-formula id="inf78">
<mml:math id="m85">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">v</mml:mi>
<mml:mi mathvariant="bold-italic">z</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> line: above the line, <inline-formula id="inf79">
<mml:math id="m86">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">v</mml:mi>
<mml:mi mathvariant="bold-italic">z</mml:mi>
</mml:msub>
<mml:mo>&#x3e;</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>, below <inline-formula id="inf80">
<mml:math id="m87">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">v</mml:mi>
<mml:mi mathvariant="bold-italic">z</mml:mi>
</mml:msub>
<mml:mo>&#x3c;</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>. The right panel <bold>(B)</bold> shows the magnetic topology of each simulation cell. IMF field lines (red) have been filtered&#x20;out.</p>
</caption>
<graphic xlink:href="fspas-08-758312-g007.tif"/>
</fig>
</sec>
<sec id="s6-2">
<title>Flux Rope Evolution</title>
<p>
<xref ref-type="fig" rid="F8">Figure&#x20;8</xref> shows a three-dimensional view of the dusk flank of the magnetopause. Two flux ropes are tracked, flux ropes 3 and 4, which due to their differing topology evolve differently as they travel down the flanks.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Flux ropes travelling down the dusk flank. With each panel, time increases by 1&#xa0;min. Magnetic field lines are filtered by their total rotation, showing only flux rope like structures on the magnetopause surface. To filter out the inner magnetosphere, a number density contour of <inline-formula id="inf81">
<mml:math id="m88">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>/</mml:mo>
<mml:mi>c</mml:mi>
<mml:msup>
<mml:mi>m</mml:mi>
<mml:mn>3</mml:mn>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> is shown. The dayside reconnection region (shown in orange in panel 1), creates a complicated mix of flux ropes. Flux ropes three and four are tracked as they propagate down the dusk&#x20;flank.</p>
</caption>
<graphic xlink:href="fspas-08-758312-g008.tif"/>
</fig>
<p>Flux rope 3, first seen in <xref ref-type="fig" rid="F6">Figure&#x20;6</xref>, moves down the flank for approximately 6&#xa0;min until it begins to dissipate at <inline-formula id="inf82">
<mml:math id="m89">
<mml:mrow>
<mml:mi>t</mml:mi>
<mml:mo>&#x223c;</mml:mo>
<mml:mn>198</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> min between <xref ref-type="fig" rid="F8">Figure&#x20;8</xref> and <xref ref-type="fig" rid="F8">Figure&#x20;8</xref> reaches the tail reconnection region. As it travels down the flank, it increases in size along the flux rope axis. The axis of flux rope three for both North- and South-open sections remains parallel to the ecliptic plane throughout the simulation.</p>
<p>Flux rope four can be seen being generated in <xref ref-type="fig" rid="F8">Figure&#x20;8</xref>, and contains a mix of all types of topology: closed, IMF, North- and South-open. Unlike flux rope 3, the two regions of opposite open topology do not separate, but remain as one flux rope. As flux rope four travels down the flank, its axis rotates from being in the ecliptic plane, to parallel to the <inline-formula id="inf83">
<mml:math id="m90">
<mml:mi>z</mml:mi>
</mml:math>
</inline-formula> axis. It also increases in size along the flux rope axis. At the end, <xref ref-type="fig" rid="F8">Figure&#x20;8</xref>, flux rope four is seen to only consist of IMF, and becomes less twisted.</p>
<p>Both flux ropes three and four behave differently as they travel down the flank due to their differing magnetic topology. However, both flux ropes dissipate shortly after reaching the nightside reconnection region. This can be seen in <xref ref-type="fig" rid="F9">Figure&#x20;9</xref>, which shows slices of the simulation in the ecliptic plane as flux ropes three and four reach the tail reconnection region, with each row increasing in time by 30&#xa0;s. The first column 1) shows current density magnitude, the middle 2) shows the total rotation of the magnetic field, and the right 3) shows the magnetic topology of the slice. In the topology plots (column c), the closed field line region can be seen by the blue region. The green region, connected to the South pole, essentially shows the tail reconnection region. The flank magnetopause is the region duskward of the blue and green regions, which coincides with the current sheet shown in column (a). Flux ropes three and four are shown as islands of purple, North connected, magnetic field lines, marked with circles.</p>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>The dissipation of flux ropes past the nightside reconnection region. Each panel shows a slice in the ecliptic plane <inline-formula id="inf84">
<mml:math id="m91">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">z</mml:mi>
<mml:mrow>
<mml:mi>G</mml:mi>
<mml:mi>S</mml:mi>
<mml:mi>E</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>. With each row, time increases by 30&#xa0;s. The left column <bold>(A)</bold> shows current density magnitude, the middle <bold>(B)</bold> the total rotation of the magnetic field, and the right <bold>(C)</bold> the magnetic topology.</p>
</caption>
<graphic xlink:href="fspas-08-758312-g009.tif"/>
</fig>
<p>Row 1 shows flux rope four just approaching the tail reconnection region, where blue meets green (panel 1c). 30&#xa0;s later, in row 2, the purple region has disappeared replaced by red. However, the flux rope is still there, as seen by the structure in the current (2a), as the high amount of rotation (2b). As time increases (rows three&#x2013;5), flux rope four remains connected to the IMF, but continues to be twisted, as shown in column b be its enhanced total rotation. Its total rotation does decrease with time, suggesting the flux rope is unravelling.</p>
<p>A similar process occurs with flux rope 3, except that the open field line region persists long after the reconnection region. In the first timestep shown in <xref ref-type="fig" rid="F9">Figure&#x20;9</xref>, the purple, open field region has already passed the reconnection region. In subsequent time-steps, the purple region appears to dissipate, converting to red (IMF). This is due to the same reason as flux rope 4: reconnection occurs in the tail reconnection region, upstream of the flux rope rather than at the flux&#x20;rope.</p>
<p>This process is shown in <xref ref-type="fig" rid="F10">Figure&#x20;10</xref>. Viewing the dusk magnetotail from the <inline-formula id="inf85">
<mml:math id="m92">
<mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mrow>
<mml:mi>G</mml:mi>
<mml:mi>S</mml:mi>
<mml:mi>E</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf86">
<mml:math id="m93">
<mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mtext>y</mml:mtext>
<mml:mrow>
<mml:mi>G</mml:mi>
<mml:mi>S</mml:mi>
<mml:mi>E</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf87">
<mml:math id="m94">
<mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mtext>z</mml:mtext>
<mml:mrow>
<mml:mi>G</mml:mi>
<mml:mi>S</mml:mi>
<mml:mi>E</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> direction, the field lines from flux rope three are shown, as well as closed field lines near the Earth. These field lines have not been filtered by total rotation. Flux rope three is manually tracked through the simulation and seed points chosen which encompass flux rope 3, denoted by the circles labelled three in <xref ref-type="fig" rid="F9">Figure&#x20;9</xref>. In order to see the open field lines in the flux rope, the IMF field lines (red) start off transparent, but become opaque at <inline-formula id="inf88">
<mml:math id="m95">
<mml:mrow>
<mml:mi>t</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>200</mml:mn>
<mml:mo>&#xa0;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>min when the flux rope contains no more open field lines. The closed field lines are generated from a grid in the <inline-formula id="inf89">
<mml:math id="m96">
<mml:mrow>
<mml:msub>
<mml:mtext>y</mml:mtext>
<mml:mrow>
<mml:mi>G</mml:mi>
<mml:mi>S</mml:mi>
<mml:mi>E</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mtext>z</mml:mtext>
<mml:mrow>
<mml:mi>G</mml:mi>
<mml:mi>S</mml:mi>
<mml:mi>E</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> plane, at <inline-formula id="inf90">
<mml:math id="m97">
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>5</mml:mn>
<mml:mo>&#xa0;</mml:mo>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>E</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, and only show the closed field lines (open and IMF field lines have been filtered&#x20;out).</p>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption>
<p>The evolution of flux rope three past the nightside reconnection region. The field lines have been drawn so only flux rope three is seen, along with the associated closed field line region. Each panel shows a grid in the ecliptic plane <inline-formula id="inf91">
<mml:math id="m98">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">z</mml:mi>
<mml:mrow>
<mml:mi>G</mml:mi>
<mml:mi>S</mml:mi>
<mml:mi>E</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>. With each row, time increases by 30&#xa0;s.</p>
</caption>
<graphic xlink:href="fspas-08-758312-g010.tif"/>
</fig>
<p>In <xref ref-type="fig" rid="F10">Figure&#x20;10</xref>, two main field line regions are shown: the flux rope and the closed field line region. In between there are elongated field lines with a large <inline-formula id="inf92">
<mml:math id="m99">
<mml:mrow>
<mml:msub>
<mml:mi>B</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> component, containing both open (green and purple), closed (blue) and IMF (red) field lines. As time progresses from <inline-formula id="inf93">
<mml:math id="m100">
<mml:mrow>
<mml:mi>t</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>199</mml:mn>
<mml:mo>&#xa0;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>min to <inline-formula id="inf94">
<mml:math id="m101">
<mml:mrow>
<mml:mi>t</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>200.5</mml:mn>
<mml:mo>&#xa0;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>min, the number of field lines in this region decreases, making the region thinner. At the same time, the amount of open field lines in the flux rope is decreasing. This indicates that the flux rope is changing topology, reconnecting in between the flux rope and the closed field line region. This is supported in <xref ref-type="fig" rid="F9">Figure&#x20;9</xref> which shows field line rotation (9.4b) but open topology (9.4c) at flux rope 3. At <inline-formula id="inf95">
<mml:math id="m102">
<mml:mrow>
<mml:mi>t</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>200.5</mml:mn>
<mml:mo>&#xa0;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>min, the flux rope detaches completely from the planetary field, as is indicated by the now red field lines. These field lines still stretch from the flux rope, back to the reconnection site indicating the reconnection site occurred far from the actual flux&#x20;rope.</p>
<p>
<xref ref-type="fig" rid="F11">Figure&#x20;11</xref> shows the same field lines and sphere as <xref ref-type="fig" rid="F10">Figure&#x20;10</xref>, except that they are colored by the plasma <inline-formula id="inf96">
<mml:math id="m103">
<mml:mrow>
<mml:msub>
<mml:mi>v</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and the view is onto dusk magnetotail from the <inline-formula id="inf97">
<mml:math id="m104">
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mrow>
<mml:mi>G</mml:mi>
<mml:mi>S</mml:mi>
<mml:mi>E</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf98">
<mml:math id="m105">
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mtext>y</mml:mtext>
<mml:mrow>
<mml:mi>G</mml:mi>
<mml:mi>S</mml:mi>
<mml:mi>E</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf99">
<mml:math id="m106">
<mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mtext>z</mml:mtext>
<mml:mrow>
<mml:mi>G</mml:mi>
<mml:mi>S</mml:mi>
<mml:mi>E</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. At the earlier time, <inline-formula id="inf100">
<mml:math id="m107">
<mml:mrow>
<mml:mi>t</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>199</mml:mn>
<mml:mo>&#xa0;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>min, the flux rope is still attached to the planet. However, there is an enhanced <inline-formula id="inf101">
<mml:math id="m108">
<mml:mrow>
<mml:msub>
<mml:mi>v</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> component in the <inline-formula id="inf102">
<mml:math id="m109">
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mrow>
<mml:mi>G</mml:mi>
<mml:mi>S</mml:mi>
<mml:mi>E</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> direction on the field lines in ellipse 1, and similarly, enhanced positive <inline-formula id="inf103">
<mml:math id="m110">
<mml:mrow>
<mml:msub>
<mml:mi>v</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> on the closed field line region in ellipse 2. This suggests that reconnection is occurring, accelerating the plasma <italic>via</italic> the <inline-formula id="inf104">
<mml:math id="m111">
<mml:mrow>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>J</mml:mi>
<mml:mo>&#x2192;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mo>&#xd7;</mml:mo>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>B</mml:mi>
<mml:mo>&#x2192;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> force. At the later time, <inline-formula id="inf105">
<mml:math id="m112">
<mml:mrow>
<mml:mi>t</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>200.5</mml:mn>
<mml:mo>&#xa0;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>min, the flux rope has completely reconnected, losing connectivity with the planet, with the same signature in <inline-formula id="inf106">
<mml:math id="m113">
<mml:mrow>
<mml:msub>
<mml:mi>v</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> as the earlier&#x20;time.</p>
<fig id="F11" position="float">
<label>FIGURE 11</label>
<caption>
<p>The dissipation of flux ropes past the nightside reconnection region. Each panel is 1.5&#xa0;min apart, and shows a view onto the dusk magnetotail of flux rope three.</p>
</caption>
<graphic xlink:href="fspas-08-758312-g011.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="conclusion" id="s7">
<title>Conclusion</title>
<p>In this work, we have studied the evolution of flux ropes generated by a real solar wind event using the Gorgon global MHD simulation. The event, observed by Cluster on 2001-03-31, creates several flux ropes on the dayside, which propagate along magnetopause flanks. These flux ropes were identified using a novel magnetic field line filtering method based on computing their total rotation. While the method allowed for effective identification of tightly wound flux ropes, it may miss smaller flux&#x20;ropes.</p>
<p>The flux ropes are formed on the dayside magnetopause surface, where the strongly southward IMF reconnects with the magnetospheric field. Overlapping the highly warped magnetopause current layer, there exists a complex interlaced set of field lines whose topologies vary from closed to open to completely IMF. This is due to time-dependent reconnection along multiple x-lines on the magnetopause. Out of this complex interwoven dayside field region emerge stand-alone flux ropes which propagate along the magnetopause surface. However, the latitude of their path is dependent on their topology. Flux ropes which are completely open - they are solely connected to a single pole (North/purple or South/green) - tend to move along the magnetopause at high latitudes. These flux ropes would be the equivalent to the classic flux rope evolution picture where they move towards the cusps. No flux ropes were observed to go directly over the&#x20;cusps.</p>
<p>Flux ropes containing both closed and open field lines connected to both the North and South poles were also generated on the dayside and remain along the ecliptic plane at low latitudes throughout their evolution. In the classic cusp flux rope picture, the <inline-formula id="inf108">
<mml:math id="m115">
<mml:mrow>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>J</mml:mi>
<mml:mo>&#x2192;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mo>&#xd7;</mml:mo>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>B</mml:mi>
<mml:mo>&#x2192;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> force acts to move the flux rope over the poles. Since this flux rope is connected to both poles, the two opposite curvature forces cancel out, carrying it along ecliptic plane in the direction of the magnetosheath plasma flow. The flux ropes were found to be force free, with the thermal pressure balancing the <inline-formula id="inf109">
<mml:math id="m116">
<mml:mrow>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>J</mml:mi>
<mml:mo>&#x2192;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mo>&#xd7;</mml:mo>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>B</mml:mi>
<mml:mo>&#x2192;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> force. These flux ropes move along the duskward flanks toward the tail, with their axis remaining parallel to the <italic>z</italic> direction as they move along the flank. However, once they move past the terminator, field lines present in the flux rope begin to reconnect non-locally in the nightside magnetotail current sheet. This alters the topology of the flux rope, detaching it from the magnetosphere. The flux rope-like structure then persists until unravelling &#x223c;1&#xa0;min&#x20;later.</p>
<p>This behavior is interesting because it shows that flux rope topology can change during its lifetime as a consequence of reconnection at locations far from the flux rope itself. It may also suggest that flux ropes on the flanks of the magnetopause may be more likely to be topologically disconnected from the ionosphere, (although this is tensioned against a possibly shorter lifetime). FTEs have previously been shown to create ionospheric signatures (e.g. <xref ref-type="bibr" rid="B31">Sandholt et&#x20;al. (1986)</xref>; <xref ref-type="bibr" rid="B26">Milan et&#x20;al. (1999)</xref>; <xref ref-type="bibr" rid="B34">Wild et&#x20;al. (2001)</xref>; <xref ref-type="bibr" rid="B12">Fear <italic>et&#x20;al.</italic> (2009)</xref>), and so these ionospheric signatures may only partially represent the magnetopause dynamics, particularly away from the dayside. This behavior has further implications for the amount of flux that flux ropes transfer into the magnetosphere. Further work is required to establish how common these changes in topology are for different solar wind conditions, so as to better constrain the extent to which flux rope topologies observed on the dayside correspond to those subsequently found on the nightside.</p>
<p>In the simulated event, no flux ropes were found to transit along the dawnward flank. One potential reason for this is that the flux ropes on the dawnside magnetopause exhibit a total rotation of less than the threshold 8&#x3c0;, and were filtered out. The other reason could be due to the specific solar wind conditions, whose combination of solar wind and IMF parameters could predispose the flux ropes to transit along the duskward flanks. To fully determine the impact of solar wind and IMF parameters on the direction of transit, a thorough study of different solar wind conditions should be performed.Resistivity is an important aspect in simulating reconnection events and flux rope dynamics. In the Gorgon code, a low resistivity is inherent in the simulation due to numerical resistivity caused by the grid resolution. Previous studies of reconnection in Global MHD simulations have found that enhanced resistivity, either through coarse grid resolutions or an artificial resistivity, prevents the formation of FTEs and causes them to diffuse away rapidly (<xref ref-type="bibr" rid="B21">Komar et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B28">Raeder, 2006</xref>). With the introduction of an artificial resistivity in the Gorgon code, we would expect similar results with fewer flux ropes generated. Those that do generate are likely to dissipate due to resistive diffusion: this is likely unphysical due to the collisionless nature of magnetospheric plasmas.</p>
<p>One potentially fruitful avenue for future work may be to focus on comparing multi-spacecraft observations of flux ropes (e.g. MMS, THEMIS and Cluster) with global simulations using the same solar wind input, particularly where the local topology can be measured. This would allow the evolution of flux rope topology to be explored experimentally. These results may also be relevant for the SMILE mission, where imaging of the dayside magnetopause is expected to shed new light on the role of flux ropes and FTEs in global magnetospheric dynamics.</p>
</sec>
</body>
<back>
<sec id="s8">
<title>Data Availability Statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s9">
<title>Author Contributions</title>
<p>LM generated the data using the simulation code and analysed the data to produce the results presented. JE provided valuable insight into the direction of the work and its impact. JC is one of the authors of the Gorgon simulation code and provided valuable insight into the validity of the results within the context of the simulation.</p>
</sec>
<sec id="s10">
<title>Funding</title>
<p>The authors acknowledge support from UKRI Natural Environment Research Council (NERC) Grants NE/P017142/1 (SWIGS) and NE/P017347/1 (Rad-Sat). LM also acknowledges the support of UKRI Science and Technology Facilities Council (STFC) Studentship ST/M503538/1.</p>
</sec>
<sec sec-type="COI-statement" id="s11">
<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="disclaimer" id="s12">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the&#x20;authors and do not necessarily represent those of their affiliated organizations, or those of the&#x20;publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be&#x20;made&#x20;by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<ack>
<p>This work used the Imperial College London High Performance Computing Service (doi: 10.14469/hpc/2232).</p>
</ack>
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