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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">1233060</article-id>
<article-id pub-id-type="doi">10.3389/fspas.2023.1233060</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>Correlation between the solar wind speed and the passage of poleward-moving auroral forms into the polar cap</article-title>
<alt-title alt-title-type="left-running-head">Fasel 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.2023.1233060">10.3389/fspas.2023.1233060</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Fasel</surname>
<given-names>G. J.</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/1681209/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lee</surname>
<given-names>L. C.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2220355/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lake</surname>
<given-names>E.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Csonge</surname>
<given-names>D.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yonano</surname>
<given-names>B.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Bradley</surname>
<given-names>O.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Briggs</surname>
<given-names>J.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lee</surname>
<given-names>S. H.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Mann</surname>
<given-names>J.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Sigernes</surname>
<given-names>F.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1880376/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lorentzen</surname>
<given-names>D.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Natural Science Department</institution>, <institution>Pepperdine University</institution>, <addr-line>Malibu</addr-line>, <addr-line>CA</addr-line>, <country>United States</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Institute of Earth Sciences</institution>, <institution>Academia Sinica</institution>, <addr-line>Taipei City</addr-line>, <country>Taiwan</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>NASA Goddard Space Flight Center</institution>, <addr-line>Greenbelt</addr-line>, <addr-line>MD</addr-line>, <country>United States</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Geophysical Department</institution>, <institution>University Centre in Svalbard</institution>, <addr-line>Longyearbyen</addr-line>, <country>Norway</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/1436439/overview">John C. Dorelli</ext-link>, National Aeronautics and Space Administration, United States</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/180563/overview">Kristina A. Lynch</ext-link>, Dartmouth College, United States</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/544073/overview">Shishir Priyadarshi</ext-link>, GMV NSL, United Kingdom</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: G. J. Fasel, <email>gfasel@pepperdine.edu</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>03</day>
<month>01</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>10</volume>
<elocation-id>1233060</elocation-id>
<history>
<date date-type="received">
<day>01</day>
<month>06</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>14</day>
<month>11</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Fasel, Lee, Lake, Csonge, Yonano, Bradley, Briggs, Lee, Mann, Sigernes and Lorentzen.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Fasel, Lee, Lake, Csonge, Yonano, Bradley, Briggs, Lee, Mann, Sigernes and Lorentzen</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>In 1961, Dungey suggested that magnetic reconnection occurs due to the solar-terrestrial interaction. The interplanetary magnetic field (IMF) is thought to merge with Earth&#x2019;s geomagnetic field (GMF). After the reconnection process the newly formed magnetic flux tube, consisting of both the IMF and GMF, moves anti-sunward. Poleward-moving auroral forms (PMAFs) are believed to be the ionospheric signatures of this process, which transfers magnetic flux from the dayside to the nightside. This paper looks at the connection between the solar wind speed and the motion of the PMAF as it moves from the auroral oval, anti-sunward, into the polar cap. PMAFs are identified using both the meridian scanning photometer (MSP) and colored all-sky camera (ASC). Once the PMAFs are identified, the PMAF-SLOPE, <inline-formula id="inf1">
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</inline-formula> (units of degrees per time) and the angle (&#x3b1;<sub>PMAF</sub>) the PMAF makes with the horizontal (Time axis), in the MSP plot are calculated. These values (<inline-formula id="inf2">
<mml:math id="m2">
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</inline-formula> and &#x3b1;<sub>PMAF</sub>) are individually plotted against the <inline-formula id="inf3">
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<mml:msub>
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</inline-formula>-component of the solar wind speed and the flow speed (total solar wind speed). The plots generate linear a relationship between PMAF-SLOPEs, <inline-formula id="inf4">
<mml:math id="m4">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
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</inline-formula>, [or PMAF angles (&#x3b1;<sub>PMAF</sub>)], and the <inline-formula id="inf5">
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<mml:mi mathvariant="normal">x</mml:mi>
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</inline-formula>-component of the solar wind speed (or the flow speed). A total of 57 PMAF events from 8 different days were associated with solar wind speeds (<inline-formula id="inf6">
<mml:math id="m6">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">x</mml:mi>
</mml:msub>
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</mml:math>
</inline-formula>-component) ranging from 344 to 679 km/s. The first linear plot, between the PMAF-SLOPE and solar wind speed (<inline-formula id="inf7">
<mml:math id="m7">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">x</mml:mi>
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</inline-formula>-component), shows a high correlation: <inline-formula id="inf8">
<mml:math id="m8">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">r</mml:mi>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">&#x3b1;</mml:mi>
</mml:msub>
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<mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.944</mml:mn>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>. A second linear plot, between &#x3b1;<sub>PMAF</sub> and the solar wind speed (<inline-formula id="inf9">
<mml:math id="m9">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>-component) shows a very high correlation: <inline-formula id="inf10">
<mml:math id="m10">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">r</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">&#x3b1;</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">P</mml:mi>
<mml:mi mathvariant="normal">M</mml:mi>
<mml:mi mathvariant="normal">A</mml:mi>
<mml:mi mathvariant="normal">F</mml:mi>
</mml:mrow>
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</mml:msub>
<mml:mrow>
<mml:mo> </mml:mo>
<mml:mo>&#x3d;</mml:mo>
<mml:mspace width=".17em"/>
<mml:mn>0.973</mml:mn>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>. The conclusions obtained from this statistical study are: 1) both the PMAF-SLOPE <inline-formula id="inf11">
<mml:math id="m11">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">&#x3b1;</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and &#x3b1;<sub>PMAF</sub> are highly correlated to the <inline-formula id="inf12">
<mml:math id="m12">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>-component of the solar wind, increasing when <inline-formula id="inf13">
<mml:math id="m13">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">x</mml:mi>
</mml:msub>
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</inline-formula> increases and <italic>vice versa</italic>, 2) PMAFs must be connected to both the IMF and GMF and are dragged anti-sunward, mostly by the <inline-formula id="inf14">
<mml:math id="m14">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>-component of the solar wind, and 3) PMAFs are indeed the ionospheric footprints of a newly formed magnetic flux tube, due to dayside magnetic reconnection, being transferred from the dayside to nightside.</p>
</abstract>
<kwd-group>
<kwd>magnetosphere</kwd>
<kwd>reconnection</kwd>
<kwd>solar wind</kwd>
<kwd>ionosphere</kwd>
<kwd>transients</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Space Physics</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>1 Introduction</title>
<p>The solar-terrestrial interaction provides an astrophysical laboratory to study how a star interacts with a magnetized planet. During this interaction, magnetic flux is transferred from the dayside to the nightside via magnetic reconnection when the interplanetary magnetic field (IMF) merges with a geomagnetic field (GMF) on the dayside magnetopause. As the IMF moves anti-sunward, it drags the newly formed flux tube (IMF &#x2b; GMF) towards the nightside.</p>
<p>
<xref ref-type="bibr" rid="B7">Dungey (1961)</xref> first suggested that magnetic reconnection takes place at two magnetic neutral lines: one at the sub-solar magnetopause and the other in the geomagnetic tail. This process is now believed to be the main mechanism for the transfer of solar wind momentum and energy into the magnetosphere. High latitude satellite observations were first used to identify magnetic reconnection at the dayside magnetopause (<xref ref-type="bibr" rid="B19">Haerendel et al., 1978</xref>; <xref ref-type="bibr" rid="B34">Russell and Elphic, 1978</xref>). <xref ref-type="bibr" rid="B19">Haerendel et al. (1978)</xref> used HEOS 2 observations to conclude that reconnection could be an &#x201c;intermittent, localized process which does not lead to the buildup of a regular boundary flow&#x201d;. Russell and Elphic [1979]; CT Russell and Elphic [1978] using USEE 1 and 2 magnetometer data identified flux transfer events (FTEs). Statistical studies (<xref ref-type="bibr" rid="B2">Berchem and Russell, 1984</xref>; <xref ref-type="bibr" rid="B4">Daly et al., 1984</xref>; <xref ref-type="bibr" rid="B29">Paschmann et al., 1982</xref>; <xref ref-type="bibr" rid="B31">Rijnbeek et al., 1984</xref>; <xref ref-type="bibr" rid="B40">Saunders et al., 1984</xref>) of FTEs have borne out observed signatures, spatial location of occurrences, and the relation of solar wind parameters for these reconnection events. The above mentioned studies of FTEs show that they 1) are spatially localized, (<xref ref-type="bibr" rid="B35">Russell and Elphic, 1979</xref>), 2) are of short time duration, (<xref ref-type="bibr" rid="B35">Russell and Elphic, 1979</xref>), 3) have a bipolar signature of the magnetic normal component normal to the magnetopause, B<sub>n</sub>, (<xref ref-type="bibr" rid="B4">Daly et al., 1984</xref>; <xref ref-type="bibr" rid="B31">Rijnbeek et al., 1984</xref>; <xref ref-type="bibr" rid="B35">Russell and Elphic, 1979</xref>), 4) sometimes have a twisted core magnetic field (<xref ref-type="bibr" rid="B40">Saunders et al., 1984</xref>), 5) are on the order of one Earth radius in the direction normal to the magnetopause (<xref ref-type="bibr" rid="B31">Rijnbeek et al., 1984</xref>; <xref ref-type="bibr" rid="B40">Saunders et al., 1984</xref>), 6) have a mixture of magnetospheric and magnetosheath plasmas (<xref ref-type="bibr" rid="B29">Paschmann et al., 1982</xref>), 7) have an average of &#x2248;8 min between events (<xref ref-type="bibr" rid="B23">Lockwood and Wild, 1993</xref>; <xref ref-type="bibr" rid="B31">Rijnbeek et al., 1984</xref>), 8) occur mainly when the IMF B<sub>z</sub>-component is southward, but there have been very few events observed when the IMF B<sub>z</sub> is northward (<xref ref-type="bibr" rid="B2">Berchem and Russell, 1984</xref>).</p>
<p>During the southward turning of the IMF B<sub>z</sub>-component the merging rate on the dayside increases (<xref ref-type="bibr" rid="B26">Newell and Meng, 1987</xref>) leading to the erosion of the dayside magnetopause. <xref ref-type="bibr" rid="B1">Aubry et al. (1970)</xref> reported inward motion of the magnetopause of &#x2248;2R<sub>E</sub> in 2 h from Ogo 5 satellite observations. This inward motion of the magnetopause is associated with a change in the IMF B<sub>z</sub>-component, from B<sub>z</sub>&#x3e;0 to B<sub>z</sub>&#x3c;0, and since the inward movement is not associated with a compression of the magnetospheric cavity, they concluded that magnetic flux was being transferred from the dayside magnetopause to the magnetotail (<xref ref-type="bibr" rid="B1">Aubry et al., 1970</xref>). <italic>Meng</italic> [1970] also reported the inward movement of the dayside magnetopause from its nominal position, from IMP 2 data, during the occurrences of polar substorms.</p>
<p>Measurements of the polar cusp position by low altitude satellites have shown that the boundary of the cusp moves equatorward for the southward turning of the IMF B<sub>z</sub>-component (<xref ref-type="bibr" rid="B3">Burch, 1973</xref>; <xref ref-type="bibr" rid="B18">Friis-Christensen, 1986</xref>; <xref ref-type="bibr" rid="B25">Meng, 1983</xref>; <xref ref-type="bibr" rid="B26">Newell and Meng, 1987</xref>; <xref ref-type="bibr" rid="B27">Newell et al., 1989</xref>; <xref ref-type="bibr" rid="B33">Russell et al., 1971</xref>). <italic>Newell and Meng</italic> [1987] stated that the cusp narrows for the IMF B<sub>z</sub> &#x3c;0 and attribute this to enhanced tailward convection of magnetic flux.</p>
<p>Observations of the dayside auroral oval from ground observations (<xref ref-type="bibr" rid="B16">Feldsten and Starkov, 1967</xref>; <xref ref-type="bibr" rid="B20">Horwitz and Akasofu, 1977</xref>; <xref ref-type="bibr" rid="B39">Sandholt et al., 1986</xref>; <xref ref-type="bibr" rid="B37">Sandholt et al., 1989</xref>) showed that the dayside auroral oval shifts equatorward(poleward) when the IMF B<sub>z</sub>-component is negative(positive). During the periods when the dayside auroral oval is expanding, poleward-moving auroral forms (PMAFs) are observed moving away from the dayside auroral oval into the polar cap (<xref ref-type="bibr" rid="B6">Drury et al., 2003</xref>; <xref ref-type="bibr" rid="B15">Fasel et al., 1994b</xref>; <xref ref-type="bibr" rid="B12">Fasel et al., 1992</xref>; <xref ref-type="bibr" rid="B20">Horwitz and Akasofu, 1977</xref>; <xref ref-type="bibr" rid="B39">Sandholt et al., 1986</xref>; <xref ref-type="bibr" rid="B41">Vorobjev et al., 1975</xref>; <xref ref-type="bibr" rid="B42">Xing et al., 2012</xref>) Both <xref ref-type="bibr" rid="B41">Vorobjev et al. (1975)</xref> and (<xref ref-type="bibr" rid="B20">Horwitz and Akasofu, 1977</xref>) attributed these PMAFs to magnetic flux being eroded from the dayside magnetopause and transported antisunward.</p>
<p>Combined ground-based optical and low altitude satellites observations have shown optical auroral events moving from the region with cusp/low-latitude boundary particle precipitation into that of mantle precipitation (<xref ref-type="bibr" rid="B5">Denig et al., 1993</xref>; <xref ref-type="bibr" rid="B38">Sandholt et al., 1993</xref>). <xref ref-type="bibr" rid="B8">Elphic et al. (1990)</xref> reported the first direct link of FTEs to PMAFs by using simultaneous ISEE spacecraft, radar, and ground optical data.</p>
<p>A few studies have connected the antisunward motion of the PMAFs with plasma flow via radar data, as they move from the dayside auroral oval into the polar cap [<xref ref-type="bibr" rid="B28">Oksavik et al., 2005</xref>; P E <xref ref-type="bibr" rid="B36">Sandholt et al., 1990</xref>]. <xref ref-type="bibr" rid="B30">Pudovkin et al. (1996)</xref> related the speed of the PMAF to the magnetopause electric field intensity. <italic>Kan and Lee</italic> [1979] found an expression for the polar cap electric field (<inline-formula id="inf15">
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<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
</inline-formula>, where <inline-formula id="inf17">
<mml:math id="m17">
<mml:mrow>
<mml:mi>&#x3d5;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the projection of the polar angle of the IMF onto the <inline-formula id="inf18">
<mml:math id="m18">
<mml:mrow>
<mml:mi>y</mml:mi>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>-plane in the solar-magnetosphere coordinates, <inline-formula id="inf19">
<mml:math id="m19">
<mml:mrow>
<mml:msub>
<mml:mi>v</mml:mi>
<mml:mrow>
<mml:mi>s</mml:mi>
<mml:mi>w</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the solar wind speed and <inline-formula id="inf20">
<mml:math id="m20">
<mml:mrow>
<mml:msub>
<mml:mi>B</mml:mi>
<mml:mrow>
<mml:mi>s</mml:mi>
<mml:mi>w</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the total magnitude of the IMF (<xref ref-type="bibr" rid="B21">Kan and Lee, 1979</xref>). Hence, the ionospheric PMAF speed, <inline-formula id="inf21">
<mml:math id="m21">
<mml:mrow>
<mml:msub>
<mml:mi>v</mml:mi>
<mml:mrow>
<mml:mi>P</mml:mi>
<mml:mi>M</mml:mi>
<mml:mi>A</mml:mi>
<mml:mi>F</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mi>c</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>B</mml:mi>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mi>c</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> may depend on both <inline-formula id="inf22">
<mml:math id="m22">
<mml:mrow>
<mml:msub>
<mml:mi>v</mml:mi>
<mml:mrow>
<mml:mi>s</mml:mi>
<mml:mi>w</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and the IMF components <inline-formula id="inf23">
<mml:math id="m23">
<mml:mrow>
<mml:msub>
<mml:mi>B</mml:mi>
<mml:mi>y</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf24">
<mml:math id="m24">
<mml:mrow>
<mml:msub>
<mml:mi>B</mml:mi>
<mml:mi>z</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. The present paper examines the dependence of PMAF motion into the polar cap with respect to the solar wind speed, using both <inline-formula id="inf25">
<mml:math id="m25">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:mi>l</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>w</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> (flow speed) and <inline-formula id="inf26">
<mml:math id="m26">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> (x-component of the solar wind speed). PMAFs are identified by using both the colored all-sky camera (ASC) and meridian scanning photometer (MSP), which plots the elevation angle (the angle which the MSP sweeps out from the southern horizon through the zenith to the northern horizon, the magnetic meridian) versus time. The signature of the PMAF on the MSP is slanted, see <xref ref-type="fig" rid="F1">Figures 1</xref>, <xref ref-type="fig" rid="F3">3</xref> (<xref ref-type="bibr" rid="B10">Fasel et al., 1995</xref>). In <xref ref-type="fig" rid="F3">Figure 3</xref>, a black is line drawn through the PMAF&#x2019;s a and b.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>MSP grayscale plot showing the intensity of the [OI] 557.7 nm (top panel) and [OI] 630.0 nm (bottom panel) emissions for 13 January 1991 from Longyearbyen, Norway. The auroral line emission intensities are plotted as a function of the elevation angle along the magnetic meridian. Poleward-moving auroral forms (PMAFs) are indicated by lower case letters. Note that each PMAF (a, b, c, d, e, f, g, and h) have approximately the same slant signature, making an angle &#x3b1;<sub>PMAF</sub> (which will be measured in this study) with the horizontal axis (Time axis) of the MSP emission plots, for the specific aspect ratio and axes ranges of the above plots.</p>
</caption>
<graphic xlink:href="fspas-10-1233060-g001.tif"/>
</fig>
<p>
<xref ref-type="fig" rid="F2">Figure 2</xref> represents an MSP plot, with the black line representing a PMAF signature. &#x3b1;<sub>PMAF</sub> is angle the PMAF makes with the horizontal (Time) axis of the MSP emission plots. NOTE: this angle is dependent upon the choice of aspect ratio and the axis ranges of the emission plots. The PMAF-SLOPE, <inline-formula id="inf27">
<mml:math id="m27">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">&#x3b1;</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> [ <inline-formula id="inf28">
<mml:math id="m28">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">&#x3b1;</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mo>&#x394;</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mtext mathvariant="bold">EA</mml:mtext>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x394;</mml:mo>
<mml:mi mathvariant="bold">T</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
</inline-formula>], is the slope of the slanted line; where EA is the elevation angle and T is the time. The PMAF-SLOPE <inline-formula id="inf29">
<mml:math id="m29">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">&#x3b1;</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> has units of elevation angle/time. PMAF signatures on the MSP emission plots, see <xref ref-type="fig" rid="F1">Figures 1</xref>, <xref ref-type="fig" rid="F3">3</xref>, are similar to the linear relationship obtained from a distance versus time plot for a moving object. Larger PMAF-SLOPES or angles (&#x3b1;<sub>PMAF</sub>) indicate higher speeds. The hypothesis is, higher PMAF-SLOPEs, <inline-formula id="inf30">
<mml:math id="m30">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">&#x3b1;</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> (or larger &#x3b1;<sub>PMAF</sub>), are associated with higher solar wind speeds. Therefore, PMAF motion is consistent with expectations from dayside reconnection and are related to both the IMF and the GMF.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>A Meridian Scanning Photometer (MSP) plot is represented by the above cartoon. The elevation angle (EA), where the MSP sweeps through 0&#x2013;180&#xb0; every 8 s, is the vertical axis. Time (in UT) is the horizontal axis. The black slanted line represents a PMAF. &#x3b1;<sub>PMAF</sub> is the angle the black slanted line (PMAF) makes with the time axis for the specific plot panels used here. The PMAF-SLOPE is defined by <inline-formula id="inf31">
<mml:math id="m31">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">&#x3b1;</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mo>&#x394;</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mtext mathvariant="bold">EA</mml:mtext>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x394;</mml:mo>
<mml:mi mathvariant="bold">T</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
</inline-formula>.</p>
</caption>
<graphic xlink:href="fspas-10-1233060-g002.tif"/>
</fig>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>MSP plot showing the intensity of the [OI] 630.0 nm (top panel) and [OI] 557.7 nm (bottom panel) emissions for 18 December 2017 from the Kjell Henriksen Observatory; Longyearbyen, Norway. The axes are the same as <xref ref-type="fig" rid="F1">Figure 1</xref>. PMAFs are labeled a and b. The black lines are drawn between the start and end times of each PMAF event. These times are obtained using both the MSP and ASC data. The PMAF-SLOPE, <inline-formula id="inf32">
<mml:math id="m32">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">&#x3b1;</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, is the slope of the black slanted line. &#x3b1;<sub>PMAF</sub> is the angle the slated line makes with the horizontal (Time axis) of the MSP emission plot, for the specific plot panels used in this figure.</p>
</caption>
<graphic xlink:href="fspas-10-1233060-g003.tif"/>
</fig>
</sec>
<sec id="s2">
<title>2 Ground-based optical and satellite data</title>
<p>The Meridian Scanning Photometer (MSP) and BACC colored All-Sky Camera (ASC) are located at the Kjell Henriksen Observatory, located in Longyearbyen, Svalbard (GEO: <inline-formula id="inf33">
<mml:math id="m33">
<mml:mrow>
<mml:mrow>
<mml:mn>78.148</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> N, <inline-formula id="inf34">
<mml:math id="m34">
<mml:mrow>
<mml:mrow>
<mml:mn>16.043</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> E; AACGM: <inline-formula id="inf35">
<mml:math id="m35">
<mml:mrow>
<mml:mrow>
<mml:mn>75.24</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> N, <inline-formula id="inf36">
<mml:math id="m36">
<mml:mrow>
<mml:mrow>
<mml:mn>111.21</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> E).</p>
<p>The PMAF emissions from the [OI] 630.0 nm red line and the [OI] 557.7 nm green line are analyzed using the meridian scanning photometer (MSP) (<xref ref-type="bibr" rid="B14">Fasel et al., 1994a</xref>). Auroral line emission intensities are plotted as function of the elevation angle along the magnetic meridian. The MSP has a spatial resolution of 1&#xb0; and makes a scan along the magnetic meridian, from the southern to the northern horizon, every 8 s. A plot is constructed using the elevation angle and the time in UT. <xref ref-type="fig" rid="F1">Figures 1</xref>, <xref ref-type="fig" rid="F3">3</xref> are MSP emission plots, each containing several PMAFs. Each figure contains both the [OI] 557.7 nm green line emission and the [OI] 630.0 nm red line emission. The PMAF events, in both the ASC and MSP, are identified by lower case letters; see <xref ref-type="fig" rid="F1">Figures 1</xref>, <xref ref-type="fig" rid="F3">3</xref>. Every PMAF event originates at the dayside auroral oval which was south of the zenith and then moves anti-sunward into the polar cap. The drawn slanted lines on the MSP in <xref ref-type="fig" rid="F3">Figure 3</xref> indicate motion, similar to a distance versus time graph. The PMAF-SLOPE, <inline-formula id="inf37">
<mml:math id="m37">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">&#x3b1;</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, is the slope of the drawn slanted line with units of (elevation angle)/time.</p>
<p>The ASC instrument is designed to capture the visible part of the electromagnetic spectrum, 4,000&#x2013;7,000 &#xc5; and captures the evolution of each PMAF as it moves into the polar cap (<xref ref-type="bibr" rid="B13">Fasel and Sigernes, 2022</xref>). The PMAF never loses its identity during its lifetime, i.e., the poleward moving auroral arc or rayed band never disappeared from the optical instruments and then appeared again further north of its previous position. Observations are restricted to the dayside between 0630 and 1030 UT, so that the data collected are due to the direct interaction between the solar wind and the magnetopause. <xref ref-type="fig" rid="F4">Figure 4</xref> (A&#x2013;I) shows the evolution of PMAF events a and b. <xref ref-type="fig" rid="F4">Figure 4A</xref> shows the start of PMAF event a at 07:32:00 UT. By 07:32:25 UT PMAF event a is moving poleward. In <xref ref-type="fig" rid="F4">Figure 4B</xref>, the auroral oval begins to brighten on the poleward edge in the east (E). <xref ref-type="fig" rid="F4">Figure 4C</xref> at 07:35:30 UT, shows PMAF event a crossing the zenith (W-E line) with PMAF event b just leaving the expanded dayside auroral oval. Also notice in <xref ref-type="fig" rid="F4">Figure 4C</xref> how the brightening in PMAF event b has westward when compared to <xref ref-type="fig" rid="F4">Figure 4B</xref>. <xref ref-type="fig" rid="F4">Figures 4D</xref>&#x2013;<xref ref-type="fig" rid="F4">F</xref> shows both PMAF events a and b propagating anti-sunward, towards the northwest (NW, geographical). PMAF events a and b can be observed fading in brightness as they propagate anti-sunward in frames 4G-I. PMAF event b does not drift as far as PMAF event b. This can also be observed in the MSP emission plots in <xref ref-type="fig" rid="F3">Figure 3</xref>. Both PMAF events (a and b) are labeled on the MSP plot in <xref ref-type="fig" rid="F3">Figure 3</xref>.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>All-sky camera images are from the Kjell Henriksen Observatory in Longyearbyen, Norway for 18 December 2017. PMAF events are indicated by a and b, which are yellow in color. Each frame is labeled with capital letter, <bold>(A-I)</bold>. these labels represent the time evolution of the PMAF events a and b. 4B shows the begininning of pmaf event A, at the poleward edge of the dayside auroral oval. <bold>(G-I)</bold> show PMAF events a and b fading from view at the end of their anti-sunward journey. These are the same PMAF events indicated in the MSP plot in <xref ref-type="fig" rid="F5">Figure 5</xref>.</p>
</caption>
<graphic xlink:href="fspas-10-1233060-g004.tif"/>
</fig>
<p>Satellite shifted to bow shock-nose (BSN) data from WIND, ACE, and DSCOVR are used to determine the solar wind speed for each PMAF event. The x-component <inline-formula id="inf38">
<mml:math id="m38">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, of the solar wind speed and <inline-formula id="inf39">
<mml:math id="m39">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:mi>l</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>w</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> (flow speed) are used for this study. <xref ref-type="fig" rid="F5">Figure 5</xref> contains the IMF conditions for 18 December 2017. The IMF is southward which is conducive for dayside reconnection.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>IMF data [1 min bow shock-nose (BSN)-time shifted data] from DSCOVR spacecraft (X<sub>GSE</sub>&#x2248; 231.36 R<sub>E</sub>, Y<sub>GSE</sub>&#x2248; 39.58 R<sub>E</sub>, Z<sub>GSE</sub>&#x2248; &#x2212;4.7 R<sub>E</sub>) for 18 December 2017: IMF components.</p>
</caption>
<graphic xlink:href="fspas-10-1233060-g005.tif"/>
</fig>
<p>
<xref ref-type="fig" rid="F5">Figure 5</xref> is the calculated clock angle between 06:00 UT and 08:20 UT. The IMF clock angle <inline-formula id="inf40">
<mml:math id="m40">
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b8;</mml:mi>
<mml:mrow>
<mml:mi>I</mml:mi>
<mml:mi>M</mml:mi>
<mml:mi>F</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
</inline-formula> is obtained by projecting the IMF vector onto the Geocentric Solar Magnetic (GSM) yz-plane and finding: <inline-formula id="inf41">
<mml:math id="m41">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b8;</mml:mi>
<mml:mrow>
<mml:mi>I</mml:mi>
<mml:mi>M</mml:mi>
<mml:mi>F</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msup>
<mml:mi>tan</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>B</mml:mi>
<mml:mi>y</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>B</mml:mi>
<mml:mi>z</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>. <inline-formula id="inf42">
<mml:math id="m42">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b8;</mml:mi>
<mml:mrow>
<mml:mi>I</mml:mi>
<mml:mi>M</mml:mi>
<mml:mi>F</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the angle between the projected IMF vector and GSM north z <inline-formula id="inf43">
<mml:math id="m43">
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:math>
</inline-formula>. The clock angle is dependent on the speed of the solar wind, as higher speeds are associated with larger <inline-formula id="inf44">
<mml:math id="m44">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b8;</mml:mi>
<mml:mrow>
<mml:mi>I</mml:mi>
<mml:mi>M</mml:mi>
<mml:mi>F</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <italic>vice versa</italic> (<xref ref-type="bibr" rid="B43">Zhang et al., 2019</xref>).</p>
<p>
<xref ref-type="fig" rid="F5">Figure 5</xref> contains 21 PMAFs generated (18 December 2017) during the clock angle interval in <xref ref-type="fig" rid="F6">Figure 6</xref>. Two (PMAF events a and b) of the fifty-seven PMAF events are shown in <xref ref-type="fig" rid="F3">Figures 3</xref>, <xref ref-type="fig" rid="F4">4</xref> (MSP, ASC). The 57 events ( day and start time for each event) used in this study are found in <xref ref-type="table" rid="T1">Table 1</xref>.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>The clock angle (CA in red) obtained from the IMF data in <xref ref-type="fig" rid="F5">Figure 5</xref>. 21 PMAFs in <xref ref-type="fig" rid="F6">Figure 6</xref> occurred during this interval, which was favorable for dayside magnetic reconnection and <inline-formula id="inf45">
<mml:math id="m45">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">x</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mo>&#x2265;</mml:mo>
<mml:mn>594.5</mml:mn>
</mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mi>k</mml:mi>
<mml:mi>m</mml:mi>
</mml:mrow>
<mml:mi>s</mml:mi>
</mml:mfrac>
</mml:mrow>
</mml:math>
</inline-formula>.</p>
</caption>
<graphic xlink:href="fspas-10-1233060-g006.tif"/>
</fig>
<p>The x-component of the solar wind speed, <inline-formula id="inf46">
<mml:math id="m46">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, is &#x223c;594 km/s for PMAF events a and b, with the clock angle for both PMAFs greater than 100. The angle (&#x3b1;<sub>PMAF</sub>) PMAF event &#x201c;a&#x201d; makes with the horizontal of the MSP emission plot is &#x3b1;<sub>PMAF</sub> &#x3d; 55.923&#xb0; and &#x3b1;<sub>PMAF</sub> &#x3d; 56.1&#xb0; for PMAF event &#x201c;b&#x201d;.</p>
</sec>
<sec id="s3">
<title>3 Analysis</title>
<p>All of the PMAF events for this study were identified using both the meridian scanning photometer (MSP) and the colored ASC. Note that the PMAFs for each day have a similar slanted signature, see <xref ref-type="fig" rid="F1">Figure 1</xref> for multiple examples of PMAFs during a 1-h interval. This indicates that PMAF events for each interval move at roughly the same rate through the polar cap away from the dayside auroral oval. This study will compare the PMAF-SLOPE and &#x3b1;<sub>PMAF</sub>, the angle the slanted PMAF signatures make with respect to with the horizontal (time axis) on the MSP plot panels (see <xref ref-type="fig" rid="F1">Figures 1</xref>&#x2013;<xref ref-type="fig" rid="F3">3</xref>), with the <inline-formula id="inf47">
<mml:math id="m47">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> (x-component of the solar wind speed) and <inline-formula id="inf48">
<mml:math id="m48">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:mi>l</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>w</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> (flow speed).</p>
<p>This study contains 57 PMAFs. The PMAFs&#x2019; start and stop times were determined using both the [OI] 557.7 nm green line emission, the [OI] 630.0 nm red line emissions and the colored all-sky camera. A density plot from the colored ASC (<xref ref-type="bibr" rid="B13">Fasel and Sigernes, 2022</xref>) was made for each PMAF event. First, the ASC data were used to identify the PMAFs. To identify the PMAF on the MSP, both the ASC and density plot for each PMAF event are used to determine when the PMAF begins to separate from the dayside auroral oval and move anti-sunward. The MSP intensities were varied until a clear starting point on each emission plot was determined and could be correlated with the beginning of the poleward motion of the PMAF on the ASC and density plots. Initially, the [OI] 557.7 nm green line emission is used to identify the start and stop times of the PMAF events. The [OI] 630.0 nm red line emission is also viewed to see if a similar start and stop time matched the green line emission. Several points were selected for each PMAF event to determine its slanted line signature on the MSP. After the PMAF slanted line is identified on the MSP, two points are selected (start and stop) to find <inline-formula id="inf49">
<mml:math id="m49">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">&#x3b1;</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and &#x3b1;<sub>PMAF</sub>. Each point (start and stop) has 2 coordinates, elevation angle and time, which are extracted from the MSP data. The time (in UT) and elevation angle, 0&#x2013;180&#xb0;, is recorded by the MSP as it sweeps through the magnetic meridian every 8 s. These points are used to calculate <inline-formula id="inf50">
<mml:math id="m50">
<mml:mrow>
<mml:mo>&#x394;</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mtext mathvariant="bold">EA</mml:mtext>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf51">
<mml:math id="m51">
<mml:mrow>
<mml:mo>&#x394;</mml:mo>
<mml:mi mathvariant="bold">T</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, and &#x3b1;<sub>PMAF</sub>, for each PMAF event, See <xref ref-type="table" rid="T1">Table 1</xref>. After clicking first, the start and then the stop point, the MSP program calculates &#x3b1;<sub>PMAF</sub> using arctan (slope) and draws a line from the starting point to the stopping point on the MSP emission figures. The angle, &#x3b1;<sub>PMAF,</sub> is between the drawn slanted line and the horizontal (time axis) on the MSP emission plot, for this choice of aspect ratio and ranges of the axes. <xref ref-type="fig" rid="F3">Figure 3</xref> shows PMAF events a and b with lines drawn through the PMAF. This procedure was followed for each PMAF event.</p>
<p>After <inline-formula id="inf52">
<mml:math id="m52">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">&#x3b1;</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and &#x3b1;<sub>PMAF</sub> are determined for all the PMAFs, these values were plotted against the solar wind speed (<inline-formula id="inf53">
<mml:math id="m53">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>-component) and flow speed. <xref ref-type="fig" rid="F7">Figure 7</xref> shows the PMAF-SLOPE versus the solar wind speed(<inline-formula id="inf54">
<mml:math id="m54">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>-component). This figure shows the linear relationship between PMAF-SLOPE and <inline-formula id="inf55">
<mml:math id="m55">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. The linear regression coefficient (r) calculated for the linear regression plot is <inline-formula id="inf56">
<mml:math id="m56">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-script">r</mml:mi>
<mml:msub>
<mml:mi mathvariant="bold-script">v</mml:mi>
<mml:mi mathvariant="bold">&#x3b1;</mml:mi>
</mml:msub>
</mml:msub>
<mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mn mathvariant="bold">0.944</mml:mn>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> (Pearson Correlation Coefficient) (<xref ref-type="bibr" rid="B32">Ross, 2014</xref>).</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>The horizontal axis of this plot contains the average solar wind speed (<inline-formula id="inf57">
<mml:math id="m57">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>-component), which is averaged around the start time of the PMAF event; 3 min before and 3 min after the start time of the PMAF event. The vertical axis of this plot consists of the PMAF-SLOPE, <inline-formula id="inf58">
<mml:math id="m58">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">&#x3b1;</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mo>&#x394;</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mtext mathvariant="bold">EA</mml:mtext>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x394;</mml:mo>
<mml:mi mathvariant="bold">T</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
</inline-formula>. The linear regression coefficient is <inline-formula id="inf59">
<mml:math id="m59">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">r</mml:mi>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">&#x3b1;</mml:mi>
</mml:msub>
</mml:msub>
<mml:mrow>
<mml:mo> </mml:mo>
<mml:mo>&#x3d;</mml:mo>
<mml:mspace width=".17em"/>
<mml:mn>0.944</mml:mn>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>.</p>
</caption>
<graphic xlink:href="fspas-10-1233060-g007.tif"/>
</fig>
<p>
<xref ref-type="fig" rid="F8">Figure 8</xref> plots &#x3b1;<sub>PMAF</sub> against the solar wind flow speed <inline-formula id="inf60">
<mml:math id="m60">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>-component. This figure shows a very strong linear relationship between &#x3b1;<sub>PMAF</sub> and <inline-formula id="inf61">
<mml:math id="m61">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf62">
<mml:math id="m62">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-script">r</mml:mi>
<mml:mrow>
<mml:mi mathvariant="bold">&#x3b1;</mml:mi>
<mml:mrow>
<mml:mi mathvariant="bold-script">P</mml:mi>
<mml:mi mathvariant="bold-script">M</mml:mi>
<mml:mi mathvariant="bold-script">A</mml:mi>
<mml:mi mathvariant="bold-script">F</mml:mi>
</mml:mrow>
</mml:mrow>
</mml:msub>
<mml:mrow>
<mml:mspace width=".17em"/>
<mml:mo>&#x3d;</mml:mo>
<mml:mn mathvariant="bold">0.973</mml:mn>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>. <xref ref-type="fig" rid="F9">Figure 9</xref> is similar to <xref ref-type="fig" rid="F8">Figure 8</xref>, with the solar wind flow speed, <inline-formula id="inf63">
<mml:math id="m63">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:mi>l</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>w</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, replacing <inline-formula id="inf64">
<mml:math id="m64">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. There is a very strong linear regression coefficient, r &#x3d; 0.9726, between &#x3b1;<sub>PMAF</sub> and <inline-formula id="inf65">
<mml:math id="m65">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:mi>l</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>w</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. The difference between &#x201c;slope&#x201d; and &#x201c;alpha&#x201d; is an arctan function, which should provide constraints on the physical mechanism leading the relationship between the PMAF motion and the solar wind parameters (since &#x201c;alpha&#x201d; is a derived metric, has a stronger correlation than &#x201c;slope&#x201d;, the physical observation.)</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>The horizontal axis of this plot contains the average solar wind speed (<inline-formula id="inf66">
<mml:math id="m66">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>-component), which is averaged around the start time of the PMAF event; 3 min before and 3 min after the start time of the PMAF event. The vertical axis of this plot consists of the angle (&#x3b1;<sub>PMAF</sub>) the PMAF makes with the horizontal axis of the MSP (its time axis). The linear regression coefficient is <inline-formula id="inf67">
<mml:math id="m67">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">r</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">&#x3b1;</mml:mi>
<mml:mrow>
<mml:mi mathvariant="normal">P</mml:mi>
<mml:mi mathvariant="normal">M</mml:mi>
<mml:mi mathvariant="normal">A</mml:mi>
<mml:mi mathvariant="normal">F</mml:mi>
</mml:mrow>
</mml:mrow>
</mml:msub>
<mml:mrow>
<mml:mspace width=".17em"/>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.973</mml:mn>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>.</p>
</caption>
<graphic xlink:href="fspas-10-1233060-g008.tif"/>
</fig>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>The horizontal axis of this plot contains the average solar wind flow speed <inline-formula id="inf68">
<mml:math id="m68">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:mi>l</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>w</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, which is averaged around the start time of the PMAF event; 3 min before and 3 min after the start time of the PMAF event. The vertical axis of this plot consists of the angle (&#x3b1;<sub>PMAF</sub>) the PMAF makes with the horizontal axis of the MSP (its Time axis). The linear regression coefficient is r &#x3d; 0.9726.</p>
</caption>
<graphic xlink:href="fspas-10-1233060-g009.tif"/>
</fig>
</sec>
<sec id="s4">
<title>4 Discussion and conclusion</title>
<p>Magnetic reconnection at the subsolar magnetopause occurs when the IMF B<sub>z</sub> component turns southward, B<sub>z</sub>&#x3e;0 to B<sub>z</sub>&#x3c;0. This process provides a number of observable events as shown by numerous satellite and ground observations:<list list-type="simple">
<list-item>
<p>(1) Earthward displacements of the dayside magnetopause (<xref ref-type="bibr" rid="B1">Aubry et al., 1970</xref>; <xref ref-type="bibr" rid="B24">Meng, 1970</xref>),</p>
</list-item>
<list-item>
<p>(2) Equatorward displacements of the cusp (<xref ref-type="bibr" rid="B3">Burch, 1973</xref>; <xref ref-type="bibr" rid="B25">Meng, 1983</xref>; <xref ref-type="bibr" rid="B27">Newell et al., 1989</xref>; <xref ref-type="bibr" rid="B33">Russell et al., 1971</xref>),</p>
</list-item>
<list-item>
<p>(3) Equatorward displacement of the dayside auroral oval (<xref ref-type="bibr" rid="B16">Feldsten and Starkov, 1967</xref>; <xref ref-type="bibr" rid="B20">Horwitz and Akasofu, 1977</xref>; <xref ref-type="bibr" rid="B39">Sandholt et al., 1986</xref>),</p>
</list-item>
</list>
</p>
<p>One would expect to observe ionospheric signatures generated from magnetic reconnection at the subsolar magnetopause which causes the above three displacements (<xref ref-type="bibr" rid="B6">Drury et al., 2003</xref>; <xref ref-type="bibr" rid="B9">Fasel, 1995</xref>; <xref ref-type="bibr" rid="B20">Horwitz and Akasofu, 1977</xref>; <xref ref-type="bibr" rid="B36">Sandholt et al., 1990</xref>; <xref ref-type="bibr" rid="B41">Vorobjev et al., 1975</xref>; <xref ref-type="bibr" rid="B42">Xing et al., 2012</xref>). PMAFs are considered as possible candidates for ionospheric signatures of magnetic flux erosion from the dayside magnetopause (<xref ref-type="bibr" rid="B9">Fasel, 1995</xref>; <xref ref-type="bibr" rid="B11">Fasel et al., 1993</xref>; <xref ref-type="bibr" rid="B22">Lockwood, 1991</xref>; <xref ref-type="bibr" rid="B39">Sandholt et al., 1986</xref>; <xref ref-type="bibr" rid="B41">Vorobjev et al., 1975</xref>).</p>
<p>If PMAFs are the result of magnetic reconnection, their movement into the polar cap should be dependent on the solar wind speed. <xref ref-type="fig" rid="F7">Figures 7</xref>&#x2013;<xref ref-type="fig" rid="F9">9</xref> provide very good linear relationships between PMAFs and the solar wind speed (either <inline-formula id="inf69">
<mml:math id="m69">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> or <inline-formula id="inf70">
<mml:math id="m70">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:mi>l</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>w</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>). All the points (blue) fall within the 95% confidence interval indicated by the two red parallel slanted lines, nestled close to the purple fit line. The probability <italic>p</italic> is 0.001 that the correlation coefficient will be greater than 0.872 (<xref ref-type="bibr" rid="B17">Fisher and Yates, 1963</xref>), which implies that the correlation coefficients obtained in this study were not obtained by chance. This indicates a strong linear relationship between the solar wind speed and the PMAFs&#x2019; movement away from the dayside auroral oval, anti-sunward, into the polar cap. The linear regression coefficients from this study are: <inline-formula id="inf71">
<mml:math id="m71">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-script">r</mml:mi>
<mml:msub>
<mml:mi mathvariant="bold-script">v</mml:mi>
<mml:mi mathvariant="bold">&#x3b1;</mml:mi>
</mml:msub>
</mml:msub>
<mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mn mathvariant="bold">0.944</mml:mn>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf72">
<mml:math id="m72">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-script">r</mml:mi>
<mml:mrow>
<mml:mi mathvariant="bold">&#x3b1;</mml:mi>
<mml:mrow>
<mml:mi mathvariant="bold-script">P</mml:mi>
<mml:mi mathvariant="bold-script">M</mml:mi>
<mml:mi mathvariant="bold-script">A</mml:mi>
<mml:mi mathvariant="bold-script">F</mml:mi>
</mml:mrow>
</mml:mrow>
</mml:msub>
<mml:mrow>
<mml:mspace width=".17em"/>
<mml:mo>&#x3d;</mml:mo>
<mml:mn mathvariant="bold">0.973</mml:mn>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>.</p>
<p>The following statement can be made regarding this analysis: the anti-sunward movement of the PMAFs into the polar cap depends on the solar wind speed (either the flow speed or the <inline-formula id="inf73">
<mml:math id="m73">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>-component); the PMAF-SLOPE <inline-formula id="inf74">
<mml:math id="m74">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">&#x3b1;</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> (or &#x3b1;<sub>PMAF</sub>) increases as the solar wind speed increases (flow speed, <inline-formula id="inf75">
<mml:math id="m75">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:mi>l</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>w</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, or the <inline-formula id="inf76">
<mml:math id="m76">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>-component). However, the <inline-formula id="inf77">
<mml:math id="m77">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>-component is a better fit, perhaps providing constraints as to the actual mechanism relating the degrees per time motion, and the solar wind parameters.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>The 57 PMAF events used in this study, which includes the date, start time, &#x3b1;<sub>PMAF</sub>, <inline-formula id="inf92">
<mml:math id="m92">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:mi>l</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>w</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> (flow speed), and <inline-formula id="inf93">
<mml:math id="m93">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> (x-component of the solar wind speed).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">DATE</th>
<th align="left">Start time</th>
<th align="left">&#x3b1;<sub>PMAF</sub>
</th>
<th align="left">
<inline-formula id="inf80">
<mml:math id="m80">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">&#x3b1;</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>
</th>
<th align="left">SW speed</th>
<th align="left"/>
</tr>
<tr>
<th align="left">18-Dec-01</th>
<th align="left"/>
<th align="right">degrees</th>
<th align="right">
<inline-formula id="inf81">
<mml:math id="m81">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mi mathvariant="normal">d</mml:mi>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mi mathvariant="normal">g</mml:mi>
<mml:mi mathvariant="normal">r</mml:mi>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mi mathvariant="normal">s</mml:mi>
</mml:mrow>
<mml:mi mathvariant="normal">s</mml:mi>
</mml:mfrac>
</mml:mrow>
</mml:math>
</inline-formula>
</th>
<th align="right">FLOW (km/s)</th>
<th align="right">V<sub>x</sub> (km/s)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="right">1</td>
<td align="left">6:23:17 UT</td>
<td align="right">51.34</td>
<td align="right">1.25</td>
<td align="right">476.5</td>
<td align="right">476.3</td>
</tr>
<tr>
<td align="right">2</td>
<td align="left">6:36:13 UT</td>
<td align="right">50.194</td>
<td align="right">1.2</td>
<td align="right">474.2</td>
<td align="right">472.5</td>
</tr>
<tr>
<td align="right">3</td>
<td align="left">6:38:37 UT</td>
<td align="right">51.911</td>
<td align="right">1.276</td>
<td align="right">482.4</td>
<td align="right">480.9</td>
</tr>
<tr>
<td colspan="6" align="left">10-Dec-07</td>
</tr>
<tr>
<td align="right">1</td>
<td align="left">6:10:30 UT</td>
<td align="right">43.958</td>
<td align="right">0.964</td>
<td align="right">344.09</td>
<td align="right">343.957</td>
</tr>
<tr>
<td align="right">2</td>
<td align="left">6:13:10 UT</td>
<td align="right">43.939</td>
<td align="right">0.964</td>
<td align="right">344.5</td>
<td align="right">344.4</td>
</tr>
<tr>
<td align="right">3</td>
<td align="left">6:16:22 UT</td>
<td align="right">45</td>
<td align="right">1</td>
<td align="right">345.42</td>
<td align="right">345.32</td>
</tr>
<tr>
<td align="right">4</td>
<td align="left">6:25:26 UT</td>
<td align="right">45</td>
<td align="right">1</td>
<td align="right">344.94</td>
<td align="right">344.61</td>
</tr>
<tr>
<td align="right">5</td>
<td align="left">6:39:50 UT</td>
<td align="right">43.025</td>
<td align="right">0.933</td>
<td align="right">344.9</td>
<td align="right">344.59</td>
</tr>
<tr>
<td align="right">6</td>
<td align="left">6:41:10 UT</td>
<td align="right">44.484</td>
<td align="right">0.982</td>
<td align="right">344.91</td>
<td align="right">344.59</td>
</tr>
<tr>
<td align="right">7</td>
<td align="left">7:09:10 UT</td>
<td align="right">47.045</td>
<td align="right">1.074</td>
<td align="right">346.93</td>
<td align="right">346.56</td>
</tr>
<tr>
<td colspan="6" align="left">29-Dec-11</td>
</tr>
<tr>
<td align="right">1</td>
<td align="left">6:41:05 UT</td>
<td align="right">41.4</td>
<td align="right">0.882</td>
<td align="right">348.7</td>
<td align="right">343.7</td>
</tr>
<tr>
<td align="right">2</td>
<td align="left">6:44:17 UT</td>
<td align="right">41.76</td>
<td align="right">0.893</td>
<td align="right">349.1</td>
<td align="right">342.9</td>
</tr>
<tr>
<td colspan="6" align="left">17-Dec-12</td>
</tr>
<tr>
<td align="right">1</td>
<td align="left">7:57:00 UT</td>
<td align="right">46.81</td>
<td align="right">1.065</td>
<td align="right">401.54</td>
<td align="right">400.14</td>
</tr>
<tr>
<td align="right">2</td>
<td align="left">8:00:44 UT</td>
<td align="right">46.4</td>
<td align="right">1.05</td>
<td align="right">406.9</td>
<td align="right">405.64</td>
</tr>
<tr>
<td align="right">3</td>
<td align="left">8:20:27 UT</td>
<td align="right">48.0</td>
<td align="right">1.11</td>
<td align="right">418.19</td>
<td align="right">416.73</td>
</tr>
<tr>
<td align="right">4</td>
<td align="left">8:23:07 UT</td>
<td align="right">48.0</td>
<td align="right">1.111</td>
<td align="right">418.9</td>
<td align="right">417.41</td>
</tr>
<tr>
<td colspan="6" align="left">27-Nov-16</td>
</tr>
<tr>
<td align="right">1</td>
<td align="left">6:06:12 UT</td>
<td align="right">61.489</td>
<td align="right">1.841</td>
<td align="right">618.91</td>
<td align="right">617.39</td>
</tr>
<tr>
<td align="right">2</td>
<td align="left">6:07:08 UT</td>
<td align="right">60.078</td>
<td align="right">1.738</td>
<td align="right">617.33</td>
<td align="right">615.78</td>
</tr>
<tr>
<td align="right">3</td>
<td align="left">6:51:00 UT</td>
<td align="right">58.799</td>
<td align="right">1.651</td>
<td align="right">585.814</td>
<td align="right">581.3</td>
</tr>
<tr>
<td align="right">4</td>
<td align="left">6:51:16 UT</td>
<td align="right">59.507</td>
<td align="right">1.698</td>
<td align="right">585.81</td>
<td align="right">581.3</td>
</tr>
<tr>
<td align="right">5</td>
<td align="left">6:54:28 UT</td>
<td align="right">57.002</td>
<td align="right">1.54</td>
<td align="right">582.77</td>
<td align="right">578.4</td>
</tr>
<tr>
<td align="right">6</td>
<td align="left">6:58:59 UT</td>
<td align="right">59.323</td>
<td align="right">1.686</td>
<td align="right">583.39</td>
<td align="right">579.39</td>
</tr>
<tr>
<td align="right">7</td>
<td align="left">7:05:39 UT</td>
<td align="right">57.995</td>
<td align="right">1.6</td>
<td align="right">577.19</td>
<td align="right">572.86</td>
</tr>
<tr>
<td align="right">8</td>
<td align="left">7:08:11 UT</td>
<td align="right">57.339</td>
<td align="right">1.56</td>
<td align="right">575.99</td>
<td align="right">571.4</td>
</tr>
<tr>
<td align="right">9</td>
<td align="left">7:18:43 UT</td>
<td align="right">60.499</td>
<td align="right">1.767</td>
<td align="right">583.53</td>
<td align="right">580.62</td>
</tr>
<tr>
<td align="right">10</td>
<td align="left">7:20:11 UT</td>
<td align="right">60.736</td>
<td align="right">1.785</td>
<td align="right">582.53</td>
<td align="right">582.53</td>
</tr>
<tr>
<td align="right">11</td>
<td align="left">7:20:19 UT</td>
<td align="right">58.946</td>
<td align="right">1.661</td>
<td align="right">582.53</td>
<td align="right">582.53</td>
</tr>
<tr>
<td align="right">12</td>
<td align="left">7:21:15 UT</td>
<td align="right">57.995</td>
<td align="right">1.6</td>
<td align="right">585.59</td>
<td align="right">582.69</td>
</tr>
<tr>
<td align="right">13</td>
<td align="left">7:25:07 UT</td>
<td align="right">57.593</td>
<td align="right">1.575</td>
<td align="right">583.84</td>
<td align="right">581.03</td>
</tr>
<tr>
<td align="right">14</td>
<td align="left">8:02:11 UT</td>
<td align="right">59.744</td>
<td align="right">1.714</td>
<td align="right">574.7</td>
<td align="right">571.16</td>
</tr>
<tr>
<td align="right">15</td>
<td align="left">8:03:23 UT</td>
<td align="right">60.408</td>
<td align="right">1.761</td>
<td align="right">574.23</td>
<td align="right">570.81</td>
</tr>
<tr>
<td colspan="6" align="left">10-Dec-16</td>
</tr>
<tr>
<td align="right">1</td>
<td align="left">8:52:05 UT</td>
<td align="right">66.801</td>
<td align="right">2.333</td>
<td align="right">679.6</td>
<td align="right">679.1</td>
</tr>
<tr>
<td align="right">2</td>
<td align="left">8:52:46 UT</td>
<td align="right">64.687</td>
<td align="right">2.114</td>
<td align="right">675.6</td>
<td align="right">675.6</td>
</tr>
<tr>
<td colspan="6" align="left">18-Dec-17</td>
</tr>
<tr>
<td align="right">1</td>
<td align="left">6:16:10 UT</td>
<td align="right">61.661</td>
<td align="right">1.854</td>
<td align="right">594.5</td>
<td align="right">593.5</td>
</tr>
<tr>
<td align="right">2</td>
<td align="left">6:30:18 UT</td>
<td align="right">62.865</td>
<td align="right">1.951</td>
<td align="right">640.2</td>
<td align="right">639.9</td>
</tr>
<tr>
<td align="right">3</td>
<td align="left">6:33:30 UT</td>
<td align="right">64.772</td>
<td align="right">2.122</td>
<td align="right">641.9</td>
<td align="right">641.4</td>
</tr>
<tr>
<td align="right">4</td>
<td align="left">6:35:06 UT</td>
<td align="right">64.993</td>
<td align="right">2.144</td>
<td align="right">641</td>
<td align="right">640.5</td>
</tr>
<tr>
<td align="right">5</td>
<td align="left">6:39:29 UT</td>
<td align="right">62.723</td>
<td align="right">1.939</td>
<td align="right">631.1</td>
<td align="right">630.7</td>
</tr>
<tr>
<td align="right">6</td>
<td align="left">6:49:37 UT</td>
<td align="right">62.049</td>
<td align="right">1.885</td>
<td align="right">623.8</td>
<td align="right">623.2</td>
</tr>
<tr>
<td align="right">7</td>
<td align="left">6:53:57 UT</td>
<td align="right">60.673</td>
<td align="right">1.78</td>
<td align="right">619.2</td>
<td align="right">618.6</td>
</tr>
<tr>
<td align="right">8</td>
<td align="left">6:57:05 UT</td>
<td align="right">61.32</td>
<td align="right">1.828</td>
<td align="right">617.1</td>
<td align="right">615.5</td>
</tr>
<tr>
<td align="right">9</td>
<td align="left">6:58:57 UT</td>
<td align="right">61.67</td>
<td align="right">1.85</td>
<td align="right">614</td>
<td align="right">613.3</td>
</tr>
<tr>
<td align="right">10</td>
<td align="left">7:02:37 UT</td>
<td align="right">61.434</td>
<td align="right">1.837</td>
<td align="right">613.4</td>
<td align="right">612.7</td>
</tr>
<tr>
<td align="right">11</td>
<td align="left">7:11:05 UT</td>
<td align="right">58.736</td>
<td align="right">1.647</td>
<td align="right">607.9</td>
<td align="right">606.8</td>
</tr>
<tr>
<td align="right">12</td>
<td align="left">7:13:45 UT</td>
<td align="right">58.4</td>
<td align="right">1.625</td>
<td align="right">606.8</td>
<td align="right">605.7</td>
</tr>
<tr>
<td align="right">13</td>
<td align="left">7:17:21 UT</td>
<td align="right">58.314</td>
<td align="right">1.62</td>
<td align="right">605.5</td>
<td align="right">604.5</td>
</tr>
<tr>
<td align="right">14</td>
<td align="left">7:19:05 UT</td>
<td align="right">57.804</td>
<td align="right">1.588</td>
<td align="right">605.3</td>
<td align="right">604.3</td>
</tr>
<tr>
<td align="right">15</td>
<td align="left">7:22:57 UT</td>
<td align="right">57.693</td>
<td align="right">1.581</td>
<td align="right">605.3</td>
<td align="right">604.3</td>
</tr>
<tr>
<td align="right">16</td>
<td align="left">7:24:25 UT</td>
<td align="right">57.265</td>
<td align="right">1.556</td>
<td align="right">604.3</td>
<td align="right">603.3</td>
</tr>
<tr>
<td align="right">17</td>
<td align="left">7:25:13 UT</td>
<td align="right">57.051</td>
<td align="right">1.543</td>
<td align="right">602.8</td>
<td align="right">601.8</td>
</tr>
<tr>
<td align="right">18</td>
<td align="left">7:35:45 UT</td>
<td align="right">55.923</td>
<td align="right">1.49</td>
<td align="right">595.6</td>
<td align="right">594.5</td>
</tr>
<tr>
<td align="right">19</td>
<td align="left">7:34:57 UT</td>
<td align="right">56.1</td>
<td align="right">1.488</td>
<td align="right">595.4</td>
<td align="right">594.3</td>
</tr>
<tr>
<td align="right">20</td>
<td align="left">7:37:05 UT</td>
<td align="right">56.612</td>
<td align="right">1.517</td>
<td align="right">596.7</td>
<td align="right">595.6</td>
</tr>
<tr>
<td align="right">21</td>
<td align="left">7:45:21 UT</td>
<td align="right">57.6</td>
<td align="right">1.576</td>
<td align="right">602.4</td>
<td align="right">601.3</td>
</tr>
<tr>
<td colspan="6" align="left">20-Nov-20</td>
</tr>
<tr>
<td align="right">1</td>
<td align="left">6:26:05 UT</td>
<td align="right">44.145</td>
<td align="right">0.971</td>
<td align="right">382.52</td>
<td align="right">381.97</td>
</tr>
<tr>
<td align="right">2</td>
<td align="left">6:27:57 UT</td>
<td align="right">45</td>
<td align="right">1</td>
<td align="right">382.414</td>
<td align="right">381.843</td>
</tr>
<tr>
<td align="right">3</td>
<td align="left">6:33:17 UT</td>
<td align="right">44.673</td>
<td align="right">0.9889</td>
<td align="right">382.6</td>
<td align="right">382.1</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The strong correlation obtained from this study strongly suggests that PMAFs are indeed the ionospheric footprints of a newly formed magnetic flux tube due to dayside magnetic reconnection. The following conclusions are obtained from this statistical study:<list list-type="simple">
<list-item>
<p>(i) the PMAF-SLOPE <inline-formula id="inf84">
<mml:math id="m84">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">&#x3b1;</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is highly correlated (<inline-formula id="inf85">
<mml:math id="m85">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-script">r</mml:mi>
<mml:msub>
<mml:mi mathvariant="bold-script">v</mml:mi>
<mml:mi mathvariant="bold">&#x3b1;</mml:mi>
</mml:msub>
</mml:msub>
<mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mn mathvariant="bold">0.944</mml:mn>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>) to the <inline-formula id="inf86">
<mml:math id="m86">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>-component of the solar wind, increasing when <inline-formula id="inf87">
<mml:math id="m87">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> increases and <italic>vice versa</italic>,</p>
</list-item>
<list-item>
<p>(ii) &#x3b1;<sub>PMAF</sub> is highly correlated (<inline-formula id="inf88">
<mml:math id="m88">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-script">r</mml:mi>
<mml:mrow>
<mml:mi mathvariant="bold">&#x3b1;</mml:mi>
<mml:mrow>
<mml:mi mathvariant="bold-script">P</mml:mi>
<mml:mi mathvariant="bold-script">M</mml:mi>
<mml:mi mathvariant="bold-script">A</mml:mi>
<mml:mi mathvariant="bold-script">F</mml:mi>
</mml:mrow>
</mml:mrow>
</mml:msub>
<mml:mrow>
<mml:mspace width=".17em"/>
<mml:mo>&#x3d;</mml:mo>
<mml:mn mathvariant="bold">0.973</mml:mn>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>) to the <inline-formula id="inf89">
<mml:math id="m89">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>-component of the solar wind, increasing when <inline-formula id="inf90">
<mml:math id="m90">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> increases and <italic>vice versa</italic>,</p>
</list-item>
<list-item>
<p>(iii) PMAFs must be connected to both the IMF and GMF and are dragged anti-sunward, mostly by the <inline-formula id="inf91">
<mml:math id="m91">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">v</mml:mi>
<mml:mi mathvariant="normal">x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>-component of the solar wind,</p>
</list-item>
<list-item>
<p>(iv) PMAF&#x2019;s are indeed the ionospheric footprints of a newly formed magnetic flux tube, due to dayside magnetic reconnection, being transferred from the dayside to nightside (<xref ref-type="bibr" rid="B20">Horwitz and Akasofu, 1977</xref>; <xref ref-type="bibr" rid="B41">Vorobjev et al., 1975</xref>).</p>
</list-item>
</list>
</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s5">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in the article/Supplementary Material.</p>
</sec>
<sec id="s6">
<title>Author contributions</title>
<p>GF: Designed the study analyzed data, and wrote the manuscript. LL: Collaborated and provided edits to the manuscript. EL: Analyzed data. DC: Analyzed data. BY: Wrote software to analyze data. OB: Formal analysis, Writing&#x2013;original draft. JB: Data curation, Formal analysis, Writing&#x2013;original draft and Analyzed data. SL: Provided satellite data. JM: Wrote software to analyze all-sky camera data. FS: Provided the all-sky camera data. DL: Provided meridian scanning photometer data. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>KECK Grant: Funded student researcher&#x2019;s during the Academic year and summer research.</p>
</sec>
<ack>
<p>The authors would like to thank FS and DL for use of the All-sky camera data archived at the Kjell Henriksen Observatory. More information on the Boreal Aurora Camera Constellation is also available via this link: <ext-link ext-link-type="uri" xlink:href="http://kho.unis.no/">http://kho.unis.no/</ext-link>. GF would like to thank Stephen Mende and Yen-Jung Wu (Space Sciences Laboratory, University of California, Berkeley) for their helpful discussions. The authors would like to thank FS, Chief Scientist at the Kjell Henriksen Observatory, for the ground-based optical data (all-sky camera and meridian scanning photometer). The authors would also like to thank NASA for providing access to their satellite data.</p>
</ack>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s9">
<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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