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  <front>
    <journal-meta><journal-id journal-id-type="publisher">ANGEO</journal-id><journal-title-group>
    <journal-title>Annales Geophysicae</journal-title>
    <abbrev-journal-title abbrev-type="publisher">ANGEO</abbrev-journal-title><abbrev-journal-title abbrev-type="nlm-ta">Ann. Geophys.</abbrev-journal-title>
  </journal-title-group><issn pub-type="epub">1432-0576</issn><publisher>
    <publisher-name>Copernicus Publications</publisher-name>
    <publisher-loc>Göttingen, Germany</publisher-loc>
  </publisher></journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.5194/angeo-44-715-2026</article-id><title-group><article-title>What is the neutral wind in height-integrated ionospheric electrodynamics?</article-title><alt-title>Neutral wind in 2D ionosph electrodynamics</alt-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author" corresp="yes" rid="aff1">
          <name><surname>Hatch</surname><given-names>Spencer Mark</given-names></name>
          <email>spencer.hatch@uib.no</email>
        <ext-link>https://orcid.org/0000-0001-7412-4936</ext-link></contrib>
        <contrib contrib-type="author" corresp="no" rid="aff2">
          <name><surname>Burchill</surname><given-names>Johnathan</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff3">
          <name><surname>Vanhamäki</surname><given-names>Heikki</given-names></name>
          
        <ext-link>https://orcid.org/0000-0002-3454-0350</ext-link></contrib>
        <contrib contrib-type="author" corresp="no" rid="aff4">
          <name><surname>de Mesquita</surname><given-names>Rafael Luiz Araujo</given-names></name>
          
        <ext-link>https://orcid.org/0000-0003-4681-8679</ext-link></contrib>
        <contrib contrib-type="author" corresp="no" rid="aff5">
          <name><surname>Laundal</surname><given-names>Karl Magnus</given-names></name>
          
        <ext-link>https://orcid.org/0000-0001-5028-4943</ext-link></contrib>
        <aff id="aff1"><label>1</label><institution>Department of Physics and Technology, University of Bergen, Bergen, Norway</institution>
        </aff>
        <aff id="aff2"><label>2</label><institution>Department of Physics and Astronomy, University of Calgary, Calgary, Alberta, Canada</institution>
        </aff>
        <aff id="aff3"><label>3</label><institution>Space Physics and Astronomy Research Unit, University of Oulu, Oulu, Finland</institution>
        </aff>
        <aff id="aff4"><label>4</label><institution>Johns Hopkins University Applied Physics Laboratory, Laurel, MD, USA</institution>
        </aff>
        <aff id="aff5"><label>5</label><institution>Division of Geomagnetism and Geospace, DTU Space, Technical University of Denmark, Kongens Lyngby, Denmark</institution>
        </aff>
      </contrib-group>
      <author-notes><corresp id="corr1">Spencer Mark Hatch (spencer.hatch@uib.no)</corresp></author-notes><pub-date><day>5</day><month>August</month><year>2026</year></pub-date>
      
      <volume>44</volume>
      <issue>2</issue>
      <fpage>715</fpage><lpage>729</lpage>
      <history>
        <date date-type="received"><day>18</day><month>February</month><year>2026</year></date>
           <date date-type="rev-request"><day>13</day><month>March</month><year>2026</year></date>
           <date date-type="rev-recd"><day>23</day><month>June</month><year>2026</year></date>
           <date date-type="accepted"><day>29</day><month>June</month><year>2026</year></date>
      </history>
      <permissions>
        <copyright-statement>Copyright: © 2026 Spencer Mark Hatch et al.</copyright-statement>
        <copyright-year>2026</copyright-year>
      <license license-type="open-access"><license-p>This work is licensed under the Creative Commons Attribution 4.0 International License. To view a copy of this licence, visit <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</ext-link></license-p></license></permissions><self-uri xlink:href="https://angeo.copernicus.org/articles/44/715/2026/angeo-44-715-2026.html">This article is available from https://angeo.copernicus.org/articles/44/715/2026/angeo-44-715-2026.html</self-uri><self-uri xlink:href="https://angeo.copernicus.org/articles/44/715/2026/angeo-44-715-2026.pdf">The full text article is available as a PDF file from https://angeo.copernicus.org/articles/44/715/2026/angeo-44-715-2026.pdf</self-uri>
      <abstract><title>Abstract</title>

      <p id="d2e146">In many studies of the electrodynamics of the coupled ionosphere-thermosphere (IT) system at high latitudes, the ionosphere is represented as a two-dimensional spherical shell and the height-integrated ionospheric Ohm's law is used to understand IT electrodynamic coupling. Thermospheric winds play a central role in IT electrodynamics, but they are generally ignored in existing empirical models and assimilative methods. While the primary issue is a lack of comprehensive wind measurements, there is also a gap in the literature on how to represent the thermospheric winds – which often exhibit strong variations with altitude – in a height-integrated description of high-latitude IT electrodynamics, and what the associated sources of error might be. Here we highlight that there is in general no single suitable definition of the neutral wind term in high-latitude, height-integrated IT electrodynamics. Instead, two neutral wind terms weighted by Hall and Pedersen conductivities appear in the height-integrated Ohm's law. Using altitude profiles of neutral winds and ionospheric conductivities respectively derived from sounding rocket chemical release experiments near Poker Flat, Alaska, and Poker Flat Incoherent Scatter Radar (PFISR) measurements, we find magnitude differences of order 10–100 <inline-formula><mml:math id="M1" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">m</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:msup><mml:mi mathvariant="normal">s</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> between the two neutral wind terms. The difference in magnitude increases with increasing geomagnetic activity. We show that a commonly used expression for Joule heating in terms of height-integrated quantities is a lower bound of the actual height-integrated Joule heating. We demonstrate how during geomagnetically quiet periods both the magnitude and direction of the neutral wind may influence total Joule heating, while during active periods the neutral wind influences total Joule heating primarily via its orientation relative to the plasma convection. We also find that measurements of the thermospheric wind at altitudes of <inline-formula><mml:math id="M2" display="inline"><mml:mrow><mml:mo>∼</mml:mo><mml:mn mathvariant="normal">100</mml:mn></mml:mrow></mml:math></inline-formula>–120 <inline-formula><mml:math id="M3" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">km</mml:mi></mml:mrow></mml:math></inline-formula> are a more accurate estimate of the thermospheric wind terms in expressions of height-integrated, high-latitude electrodynamics than simply assuming the neutral winds are zero in Earth's corotating frame of reference. This points to the possible utility of, for example, Fabry–Perot interferometers that measure 557.7-<inline-formula><mml:math id="M4" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">nm</mml:mi></mml:mrow></mml:math></inline-formula> (green-line) emissions around this altitude range.</p>
  </abstract>
    
<funding-group>
<award-group id="gs1">
<funding-source>Norges Forskningsråd</funding-source>
<award-id>344061</award-id>
</award-group>
<award-group id="gs2">
<funding-source>Canadian Space Agency</funding-source>
<award-id>15SUSWARM</award-id>
</award-group>
<award-group id="gs3">
<funding-source>National Aeronautics and Space Administration</funding-source>
<award-id>80NSSC23K0094</award-id>
</award-group>
<award-group id="gs4">
<funding-source>Research Council of Finland</funding-source>
<award-id>354521</award-id>
</award-group>
<award-group id="gs5">
<funding-source>European Research Council</funding-source>
<award-id>101086985</award-id>
</award-group>
</funding-group>
</article-meta>
  </front>
<body>
      

      
<sec id="Ch1.S1" sec-type="intro">
  <label>1</label><title>Introduction</title>
      <p id="d2e203">Earth's overlapping ionosphere-thermosphere (IT) region is the site of mechanical and electrodynamic coupling between the neutral atmosphere and plasmas of both terrestrial (magnetospheric and ionospheric) and extraterrestrial (solar wind) origin. Much of the electrodynamics within this region can be described in terms of a three-fluid model consisting of neutral, ion, and electron fluids in the presence of a strong background magnetic field <xref ref-type="bibr" rid="bib1.bibx44" id="paren.1"><named-content content-type="pre">see Sect. 9.5 in</named-content></xref>.</p>
      <p id="d2e211">A common point of reference for a vast number of experimental investigations of high-latitude IT electrodynamics is the  component of the ionospheric Ohm's law that is perpendicular to the main magnetic field, assuming steady-state stress balance between Lorentz and collisional drag forces and neglecting all other forces in the ion momentum equation (Sect. 5 in <xref ref-type="bibr" rid="bib1.bibx13" id="author.2"/>, <xref ref-type="bibr" rid="bib1.bibx13" id="year.3"/>; Sect. 3.2.1 in <xref ref-type="bibr" rid="bib1.bibx58" id="author.4"/>, <xref ref-type="bibr" rid="bib1.bibx58" id="year.5"/>):

              <disp-formula id="Ch1.E1" content-type="numbered"><label>1</label><mml:math id="M5" display="block"><mml:mstyle class="stylechange" displaystyle="true"/><mml:mrow><mml:mstyle displaystyle="true" class="stylechange"/><mml:msub><mml:mi mathvariant="bold-italic">j</mml:mi><mml:mo>⟂</mml:mo></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mfenced close=")" open="("><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">E</mml:mi><mml:mo>⟂</mml:mo></mml:msub><mml:mo>+</mml:mo><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi></mml:mrow></mml:mfenced><mml:mo>+</mml:mo><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub><mml:mi mathvariant="bold-italic">b</mml:mi><mml:mo>×</mml:mo><mml:mfenced open="(" close=")"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">E</mml:mi><mml:mo>⟂</mml:mo></mml:msub><mml:mo>+</mml:mo><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi></mml:mrow></mml:mfenced><mml:mo>,</mml:mo></mml:mrow></mml:math></disp-formula>

        with <inline-formula><mml:math id="M6" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">j</mml:mi><mml:mo>⟂</mml:mo></mml:msub></mml:mrow></mml:math></inline-formula> the perpendicular current density, <inline-formula><mml:math id="M7" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M8" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> the Pedersen and Hall conductivities, and <inline-formula><mml:math id="M9" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">E</mml:mi><mml:mo>⟂</mml:mo></mml:msub></mml:mrow></mml:math></inline-formula>, <inline-formula><mml:math id="M10" display="inline"><mml:mi mathvariant="bold-italic">B</mml:mi></mml:math></inline-formula>, and <inline-formula><mml:math id="M11" display="inline"><mml:mi mathvariant="bold-italic">u</mml:mi></mml:math></inline-formula> the perpendicular ionospheric electric field, the total (background plus perturbation) magnetic field, and the thermospheric wind. The unit vector <inline-formula><mml:math id="M12" display="inline"><mml:mi mathvariant="bold-italic">b</mml:mi></mml:math></inline-formula> points in the direction of <inline-formula><mml:math id="M13" display="inline"><mml:mi mathvariant="bold-italic">B</mml:mi></mml:math></inline-formula>. The corresponding Joule heating (heating rate per volume) is given by

              <disp-formula id="Ch1.E2" content-type="numbered"><label>2</label><mml:math id="M14" display="block"><mml:mstyle displaystyle="true" class="stylechange"/><mml:mrow><mml:mstyle displaystyle="true" class="stylechange"/><mml:msub><mml:mi>w</mml:mi><mml:mi>J</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">j</mml:mi><mml:mo>⟂</mml:mo></mml:msub><mml:mo>⋅</mml:mo><mml:mfenced open="(" close=")"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">E</mml:mi><mml:mo>⟂</mml:mo></mml:msub><mml:mo>+</mml:mo><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi></mml:mrow></mml:mfenced><mml:mo>=</mml:mo><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>|</mml:mo><mml:mfenced close=")" open="("><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">E</mml:mi><mml:mo>⟂</mml:mo></mml:msub><mml:mo>+</mml:mo><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi></mml:mrow></mml:mfenced><mml:msup><mml:mo>|</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:msup><mml:mo>.</mml:mo></mml:mrow></mml:math></disp-formula>

        Both <inline-formula><mml:math id="M15" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">j</mml:mi><mml:mo>⟂</mml:mo></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M16" display="inline"><mml:mrow><mml:msub><mml:mi>w</mml:mi><mml:mi>J</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> are independent of reference frame in (magnetic) Galilean relativity <xref ref-type="bibr" rid="bib1.bibx36" id="paren.6"/> by virtue of the fact that they are defined in terms of the sum of the electric field and the “neutral wind dynamo” <inline-formula><mml:math id="M17" display="inline"><mml:mrow><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi></mml:mrow></mml:math></inline-formula>.</p>
      <p id="d2e470">Some notable experimental investigations of Eqs. (<xref ref-type="disp-formula" rid="Ch1.E1"/>) and (<xref ref-type="disp-formula" rid="Ch1.E2"/>) include that of <xref ref-type="bibr" rid="bib1.bibx56" id="text.7"/> and those based on the Joule II suborbital sounding rocket campaign <xref ref-type="bibr" rid="bib1.bibx49 bib1.bibx12" id="paren.8"/>, while others have focused on experiment-model comparisons, modeling, or theoretical aspects <xref ref-type="bibr" rid="bib1.bibx8 bib1.bibx54 bib1.bibx55" id="paren.9"><named-content content-type="pre">e.g.</named-content></xref>. <xref ref-type="bibr" rid="bib1.bibx56" id="text.10"/> used incoherent scatter radar measurements at a temporal resolution of <inline-formula><mml:math id="M18" display="inline"><mml:mrow><mml:mo>∼</mml:mo><mml:mn mathvariant="normal">17</mml:mn></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math id="M19" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">min</mml:mi></mml:mrow></mml:math></inline-formula> to present the first examination of how the neutral wind <inline-formula><mml:math id="M20" display="inline"><mml:mi mathvariant="bold-italic">u</mml:mi></mml:math></inline-formula> modifies height profiles of Joule heating. The Joule II-based study of <xref ref-type="bibr" rid="bib1.bibx49" id="text.11"/> used in situ measurements of electric field, bulk ion drift, neutral wind, and electron density in the vicinity of a relatively quiescent auroral breakup in northern Alaska to estimate the errors in <italic>E</italic>-region ion-neutral momentum transfer collision frequency and Joule heating altitude profiles that would arise if the neutral winds were assumed to be zero. In their separate analysis of these and additional rocket and ground-based observations from the same campaign, <xref ref-type="bibr" rid="bib1.bibx12" id="text.12"/> found evidence for horizontal or vertical structuring in ion-neutral collision frequencies on scales of 1–10 <inline-formula><mml:math id="M21" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">km</mml:mi></mml:mrow></mml:math></inline-formula>.</p>
      <p id="d2e535">Comprehensive measurements of altitude profiles such as those presented by <xref ref-type="bibr" rid="bib1.bibx49" id="text.13"/> and <xref ref-type="bibr" rid="bib1.bibx12" id="text.14"/> are rare. Much more frequently one encounters a height-integrated form of the ionospheric Ohm's law:

              <disp-formula id="Ch1.E3" content-type="numbered"><label>3</label><mml:math id="M22" display="block"><mml:mstyle displaystyle="true" class="stylechange"/><mml:mrow><mml:mstyle class="stylechange" displaystyle="true"/><mml:msub><mml:mi mathvariant="bold-italic">J</mml:mi><mml:mo>⟂</mml:mo></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mi mathvariant="normal">Σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mfenced close=")" open="("><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">E</mml:mi><mml:mo>⟂</mml:mo></mml:msub><mml:mo>+</mml:mo><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi></mml:mrow></mml:mfenced><mml:mo>+</mml:mo><mml:msub><mml:mi mathvariant="normal">Σ</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub><mml:mi mathvariant="bold-italic">b</mml:mi><mml:mo>×</mml:mo><mml:mfenced open="(" close=")"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">E</mml:mi><mml:mo>⟂</mml:mo></mml:msub><mml:mo>+</mml:mo><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi></mml:mrow></mml:mfenced><mml:mo>,</mml:mo></mml:mrow></mml:math></disp-formula>

        where <inline-formula><mml:math id="M23" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M24" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Σ</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> are the Pedersen and Hall conductances (conductivities integrated over altitude, explicitly <inline-formula><mml:math id="M25" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Σ</mml:mi><mml:mi>c</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mo>∫</mml:mo><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi>c</mml:mi></mml:msub><mml:mi mathvariant="normal">d</mml:mi><mml:mi>h</mml:mi></mml:mrow></mml:math></inline-formula> with <inline-formula><mml:math id="M26" display="inline"><mml:mi>c</mml:mi></mml:math></inline-formula> either H or P). This form is obtained by integrating Eq. (<xref ref-type="disp-formula" rid="Ch1.E3"/>) over altitude assuming that <inline-formula><mml:math id="M27" display="inline"><mml:mi mathvariant="bold-italic">B</mml:mi></mml:math></inline-formula> is radial, that <inline-formula><mml:math id="M28" display="inline"><mml:mi mathvariant="bold-italic">B</mml:mi></mml:math></inline-formula> and <inline-formula><mml:math id="M29" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">E</mml:mi><mml:mo>⟂</mml:mo></mml:msub></mml:mrow></mml:math></inline-formula> are independent of altitude over ionospheric <italic>E</italic>- and <italic>F</italic>-region altitudes (<inline-formula><mml:math id="M30" display="inline"><mml:mrow><mml:mo>∼</mml:mo><mml:mn mathvariant="normal">100</mml:mn></mml:mrow></mml:math></inline-formula>–250 <inline-formula><mml:math id="M31" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">km</mml:mi></mml:mrow></mml:math></inline-formula>), and that <inline-formula><mml:math id="M32" display="inline"><mml:mi mathvariant="bold-italic">U</mml:mi></mml:math></inline-formula> is a height-averaged neutral wind, or a representative or effective neutral wind. Most often the wind is “neglected”, which is generally equivalent to assuming it is zero in Earth's rotating frame of reference <xref ref-type="bibr" rid="bib1.bibx3 bib1.bibx5 bib1.bibx57 bib1.bibx37 bib1.bibx61" id="paren.15"><named-content content-type="pre">e.g.</named-content></xref>. (Appendix <xref ref-type="sec" rid="App1.Ch1.S1"/> provides a brief summary of the implications of assuming the E-field is constant with altitude.) One also encounters an expression for the height-integrated Joule heating rate,

              <disp-formula specific-use="align" content-type="numbered"><mml:math id="M33" display="block"><mml:mtable displaystyle="true"><mml:mtr><mml:mtd><mml:mrow><mml:mstyle class="stylechange" displaystyle="true"/><mml:msub><mml:mi>W</mml:mi><mml:mi>J</mml:mi></mml:msub></mml:mrow></mml:mtd><mml:mtd><mml:mrow><mml:mstyle class="stylechange" displaystyle="true"/><mml:mo>=</mml:mo><mml:mo movablelimits="false">∫</mml:mo><mml:msub><mml:mi>w</mml:mi><mml:mi>J</mml:mi></mml:msub><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">d</mml:mi><mml:mi>h</mml:mi><mml:mo>=</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">J</mml:mi><mml:mo>⟂</mml:mo></mml:msub><mml:mo>⋅</mml:mo><mml:mfenced open="(" close=")"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">E</mml:mi><mml:mo>⟂</mml:mo></mml:msub><mml:mo>+</mml:mo><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi></mml:mrow></mml:mfenced></mml:mrow></mml:mtd></mml:mtr><mml:mlabeledtr id="Ch1.E4"><mml:mtd><mml:mtext>4</mml:mtext></mml:mtd><mml:mtd><mml:mstyle displaystyle="true" class="stylechange"/></mml:mtd><mml:mtd><mml:mrow><mml:mstyle class="stylechange" displaystyle="true"/><mml:mo>=</mml:mo><mml:msub><mml:mi mathvariant="normal">Σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:msup><mml:mfenced close=")" open="("><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">E</mml:mi><mml:mo>⟂</mml:mo></mml:msub><mml:mo>+</mml:mo><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi></mml:mrow></mml:mfenced><mml:mn mathvariant="normal">2</mml:mn></mml:msup><mml:mo>,</mml:mo></mml:mrow></mml:mtd></mml:mlabeledtr></mml:mtable></mml:math></disp-formula>

        that is also defined in terms of a typically unspecified or unused effective neutral wind <inline-formula><mml:math id="M34" display="inline"><mml:mi mathvariant="bold-italic">U</mml:mi></mml:math></inline-formula>. Last, one encounters estimates of ionospheric conductances via the expressions likewise defined in terms of <inline-formula><mml:math id="M35" display="inline"><mml:mi mathvariant="bold-italic">U</mml:mi></mml:math></inline-formula>,

              <disp-formula specific-use="align" content-type="numbered"><mml:math id="M36" display="block"><mml:mtable displaystyle="true"><mml:mlabeledtr id="Ch1.E5"><mml:mtd><mml:mtext>5</mml:mtext></mml:mtd><mml:mtd><mml:mstyle displaystyle="true" class="stylechange"/></mml:mtd><mml:mtd><mml:mrow><mml:mstyle class="stylechange" displaystyle="true"/><mml:msub><mml:mi mathvariant="normal">Σ</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mo>-</mml:mo><mml:mover accent="true"><mml:mi mathvariant="bold-italic">b</mml:mi><mml:mo mathvariant="normal" stretchy="false">^</mml:mo></mml:mover><mml:mo>⋅</mml:mo><mml:mfenced open="[" close="]"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">J</mml:mi><mml:mo>⟂</mml:mo></mml:msub><mml:mo>×</mml:mo><mml:mfenced open="(" close=")"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">E</mml:mi><mml:mo>⟂</mml:mo></mml:msub><mml:mo>+</mml:mo><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi></mml:mrow></mml:mfenced></mml:mrow></mml:mfenced><mml:mo>/</mml:mo><mml:mo>|</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">E</mml:mi><mml:mo>⟂</mml:mo></mml:msub><mml:mo>+</mml:mo><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi><mml:msup><mml:mo>|</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:msup><mml:mo>;</mml:mo></mml:mrow></mml:mtd></mml:mlabeledtr><mml:mlabeledtr id="Ch1.E6"><mml:mtd><mml:mtext>6</mml:mtext></mml:mtd><mml:mtd><mml:mstyle displaystyle="true" class="stylechange"/></mml:mtd><mml:mtd><mml:mrow><mml:mstyle class="stylechange" displaystyle="true"/><mml:msub><mml:mi mathvariant="normal">Σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">J</mml:mi><mml:mo>⟂</mml:mo></mml:msub><mml:mo>⋅</mml:mo><mml:mfenced close=")" open="("><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">E</mml:mi><mml:mo>⟂</mml:mo></mml:msub><mml:mo>+</mml:mo><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi></mml:mrow></mml:mfenced><mml:mo>/</mml:mo><mml:mo>|</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">E</mml:mi><mml:mo>⟂</mml:mo></mml:msub><mml:mo>+</mml:mo><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi><mml:msup><mml:mo>|</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:msup><mml:mo>.</mml:mo></mml:mrow></mml:mtd></mml:mlabeledtr></mml:mtable></mml:math></disp-formula></p>
      <p id="d2e977">The approach represented by Eq. (<xref ref-type="disp-formula" rid="Ch1.E4"/>) for estimating height-integrated Joule heating based on height-integrated quantities dates at least back to the work of <xref ref-type="bibr" rid="bib1.bibx14" id="text.16"/> and continues to be used widely <xref ref-type="bibr" rid="bib1.bibx56" id="paren.17"><named-content content-type="pre">see</named-content><named-content content-type="post">and references therein</named-content></xref>. The study of <xref ref-type="bibr" rid="bib1.bibx10" id="text.18"/> stands out as the only observational study of global distributions of ionospheric Joule heating that has included information, via an empirical model, about an effective wind pattern. On the other hand, the approach represented by Eqs. (<xref ref-type="disp-formula" rid="Ch1.E5"/>) and (<xref ref-type="disp-formula" rid="Ch1.E6"/>) for estimating conductances based on height-integrated quantities originates with <xref ref-type="bibr" rid="bib1.bibx4" id="text.19"/>. This approach has been used by a number of studies over the past two decades, and has elsewhere been referred to as the “electrodynamic method” <xref ref-type="bibr" rid="bib1.bibx19 bib1.bibx61 bib1.bibx21" id="paren.20"><named-content content-type="pre">e.g.</named-content></xref>. To our knowledge, all published studies in which conductance distributions have been estimated experimentally via Eqs. (<xref ref-type="disp-formula" rid="Ch1.E5"/>) and (<xref ref-type="disp-formula" rid="Ch1.E6"/>) have assumed <inline-formula><mml:math id="M37" display="inline"><mml:mrow><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mo>=</mml:mo><mml:mn mathvariant="normal">0</mml:mn></mml:mrow></mml:math></inline-formula> <xref ref-type="bibr" rid="bib1.bibx3 bib1.bibx6 bib1.bibx61 bib1.bibx21" id="paren.21"/>.</p>
      <p id="d2e1028">The height-integrated approach to ionospheric electrodynamics represented by Eqs. (<xref ref-type="disp-formula" rid="Ch1.E3"/>)–(<xref ref-type="disp-formula" rid="Ch1.E6"/>) is heavily simplified: Earth's magnetic field lines are not radial, ionospheric electric fields do not necessarily map along field lines <xref ref-type="bibr" rid="bib1.bibx18" id="paren.22"/>, and the horizontal components of the neutral wind exhibit the nearly permanent presence of vertical shears over altitudes of 80–140 <inline-formula><mml:math id="M38" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">km</mml:mi></mml:mrow></mml:math></inline-formula> <xref ref-type="bibr" rid="bib1.bibx23 bib1.bibx28 bib1.bibx49" id="paren.23"/>. More advanced treatments of ionospheric electrodynamics that account for such complications, such as that presented by <xref ref-type="bibr" rid="bib1.bibx47" id="text.24"/>, nevertheless remain unused in a large number of experimental studies and data assimilation techniques <xref ref-type="bibr" rid="bib1.bibx48 bib1.bibx37 bib1.bibx31 bib1.bibx32" id="paren.25"><named-content content-type="pre">e.g.</named-content></xref>, primarily for lack of a body of robust 3D measurements of the IT system needed to make use of them <xref ref-type="bibr" rid="bib1.bibx43" id="paren.26"/>. For similar reasons, in the majority of existing global MHD models the coupling between the magnetosphere and the IT system is founded on what <xref ref-type="bibr" rid="bib1.bibx36" id="text.27"/> term a “key magnetosphere-ionosphere coupling equation” derived from current continuity <xref ref-type="bibr" rid="bib1.bibx39 bib1.bibx42" id="paren.28"><named-content content-type="pre">their Eq. 11; see also</named-content><named-content content-type="post">and references therein</named-content></xref> in which the neutral wind is assumed to be zero or constant with altitude.</p>
      <p id="d2e1071">In this study, we explore some of the implications of the commonly employed assumption that the neutral wind is independent of altitude that is necessary to arrive at Eqs. (<xref ref-type="disp-formula" rid="Ch1.E3"/>)–(<xref ref-type="disp-formula" rid="Ch1.E6"/>) as well as the current continuity equation used in magnetosphere-ionosphere coupling. In Sect. <xref ref-type="sec" rid="Ch1.S2"/> we summarize central quantities and equations in a height-integrated description of IT electrodynamics when the neutral wind is not assumed to be independent of altitude. In Sect. <xref ref-type="sec" rid="Ch1.S3"/> we present three basic questions that are raised by this alternative formalism, and answer them using neutral wind profiles derived from rocket-borne trimethylaluminum (TMA) chemical release experiments launched from the Poker Flat Research Range (PFRR) between 2007–2018 together with conductivity profiles calculated from measurements made by the Poker Flat Incoherent Scatter Radar (PFISR). In Sect. <xref ref-type="sec" rid="Ch1.S4"/> we summarize our findings, and discuss how they can be used to understand the role of the neutral winds in 2D descriptions of IT electrodynamics.</p>
</sec>
<sec id="Ch1.S2">
  <label>2</label><title>Defining the neutral wind in height-integrated IT electrodynamics</title>
      <p id="d2e1092">If one assumes that <inline-formula><mml:math id="M39" display="inline"><mml:mi mathvariant="bold-italic">u</mml:mi></mml:math></inline-formula> <italic>does</italic> vary with height, integration of Ohm's law (Eq. <xref ref-type="disp-formula" rid="Ch1.E1"/>) over ionospheric altitudes yields

              <disp-formula id="Ch1.E7" content-type="numbered"><label>7</label><mml:math id="M40" display="block"><mml:mstyle class="stylechange" displaystyle="true"/><mml:mrow><mml:mstyle class="stylechange" displaystyle="true"/><mml:msub><mml:mi mathvariant="bold-italic">J</mml:mi><mml:mo>⟂</mml:mo></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mi mathvariant="normal">Σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:msub><mml:mi mathvariant="bold-italic">F</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>+</mml:mo><mml:msub><mml:mi mathvariant="normal">Σ</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub><mml:mover accent="true"><mml:mi mathvariant="bold-italic">b</mml:mi><mml:mo stretchy="false" mathvariant="normal">^</mml:mo></mml:mover><mml:mo>×</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">F</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub></mml:mrow></mml:math></disp-formula>

        where

              <disp-formula specific-use="align" content-type="numbered"><mml:math id="M41" display="block"><mml:mtable displaystyle="true"><mml:mlabeledtr id="Ch1.E8"><mml:mtd><mml:mtext>8</mml:mtext></mml:mtd><mml:mtd><mml:mstyle class="stylechange" displaystyle="true"/></mml:mtd><mml:mtd><mml:mrow><mml:mstyle class="stylechange" displaystyle="true"/><mml:msub><mml:mi mathvariant="bold-italic">F</mml:mi><mml:mi>c</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">E</mml:mi><mml:mo>⟂</mml:mo></mml:msub><mml:mo>+</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi>c</mml:mi></mml:msub><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi><mml:mo>;</mml:mo></mml:mrow></mml:mtd></mml:mlabeledtr><mml:mlabeledtr id="Ch1.E9"><mml:mtd><mml:mtext>9</mml:mtext></mml:mtd><mml:mtd><mml:mstyle displaystyle="true" class="stylechange"/></mml:mtd><mml:mtd><mml:mrow><mml:mstyle class="stylechange" displaystyle="true"/><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi>c</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mn mathvariant="normal">1</mml:mn><mml:mrow><mml:msub><mml:mi mathvariant="normal">Σ</mml:mi><mml:mi>c</mml:mi></mml:msub></mml:mrow></mml:mfrac></mml:mstyle><mml:mo movablelimits="false">∫</mml:mo><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi>c</mml:mi></mml:msub><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">d</mml:mi><mml:mi>h</mml:mi><mml:mo>;</mml:mo></mml:mrow></mml:mtd></mml:mlabeledtr></mml:mtable></mml:math></disp-formula>

        and <inline-formula><mml:math id="M42" display="inline"><mml:mi>c</mml:mi></mml:math></inline-formula> is either H or P. The integration is performed over all ionospheric altitudes. We refer to the conductivity-weighted neutral wind terms <inline-formula><mml:math id="M43" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M44" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> as the Hall-weighted or Pedersen-weighted neutral winds. The latter has been termed the “effective neutral wind” by <xref ref-type="bibr" rid="bib1.bibx35" id="text.29"/> and plays a role in estimates of height-integrated Joule heating and the Pedersen conductance, which we discuss later in this section. The distinction between the Hall-weighted and Pedersen-weighted neutral winds disappears when the two conductivity profiles differ by no more than a constant factor, or when the neutral wind <inline-formula><mml:math id="M45" display="inline"><mml:mi mathvariant="bold-italic">u</mml:mi></mml:math></inline-formula> does not vary with altitude. As noted in the Introduction, these idealized conditions are rarely manifest in measured altitude profiles of the conductivities and neutral winds <xref ref-type="bibr" rid="bib1.bibx28" id="paren.30"><named-content content-type="pre">e.g.</named-content></xref>.</p>
      <p id="d2e1280">Integrating the right-hand side of the expression for Joule heating density (Eq. <xref ref-type="disp-formula" rid="Ch1.E2"/>), we obtain the height-integrated Joule heating rate

              <disp-formula specific-use="align" content-type="numbered"><mml:math id="M46" display="block"><mml:mtable displaystyle="true"><mml:mtr><mml:mtd><mml:mstyle class="stylechange" displaystyle="true"/></mml:mtd><mml:mtd><mml:mrow><mml:mstyle class="stylechange" displaystyle="true"/><mml:msub><mml:mi>W</mml:mi><mml:mi>J</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mo movablelimits="false">∫</mml:mo><mml:msub><mml:mi>w</mml:mi><mml:mi>J</mml:mi></mml:msub><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">d</mml:mi><mml:mi>h</mml:mi><mml:mo>=</mml:mo><mml:mo movablelimits="false">∫</mml:mo><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>|</mml:mo><mml:mfenced open="(" close=")"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">E</mml:mi><mml:mo>⟂</mml:mo></mml:msub><mml:mo>+</mml:mo><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi></mml:mrow></mml:mfenced><mml:msup><mml:mo>|</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:msup><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="normal">d</mml:mi><mml:mi>h</mml:mi></mml:mrow></mml:mtd></mml:mtr><mml:mlabeledtr id="Ch1.E10"><mml:mtd><mml:mtext>10</mml:mtext></mml:mtd><mml:mtd><mml:mstyle displaystyle="true" class="stylechange"/></mml:mtd><mml:mtd><mml:mrow><mml:mstyle class="stylechange" displaystyle="true"/><mml:mo>=</mml:mo><mml:msub><mml:mi mathvariant="normal">Σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mfenced open="[" close="]"><mml:mrow><mml:msubsup><mml:mi>E</mml:mi><mml:mo>⟂</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:msubsup><mml:mo>+</mml:mo><mml:mn mathvariant="normal">2</mml:mn><mml:msub><mml:mi mathvariant="bold-italic">E</mml:mi><mml:mo>⟂</mml:mo></mml:msub><mml:mo>⋅</mml:mo><mml:mfenced open="(" close=")"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi></mml:mrow></mml:mfenced></mml:mrow></mml:mfenced><mml:mo>+</mml:mo><mml:mo movablelimits="false">∫</mml:mo><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>|</mml:mo><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi><mml:msup><mml:mo>|</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:msup><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">d</mml:mi><mml:mi>h</mml:mi><mml:mo>.</mml:mo></mml:mrow></mml:mtd></mml:mlabeledtr></mml:mtable></mml:math></disp-formula>

        Because of the integral in the last term involving <inline-formula><mml:math id="M47" display="inline"><mml:mrow><mml:mo>|</mml:mo><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi><mml:msup><mml:mo>|</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>, this expression cannot directly be brought into the more familiar form <inline-formula><mml:math id="M48" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:msup><mml:mfenced close=")" open="("><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">E</mml:mi><mml:mo>⟂</mml:mo></mml:msub><mml:mo>+</mml:mo><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi></mml:mrow></mml:mfenced><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula> for some appropriately chosen <inline-formula><mml:math id="M49" display="inline"><mml:mi mathvariant="bold-italic">U</mml:mi></mml:math></inline-formula> (cf. Eq. <xref ref-type="disp-formula" rid="Ch1.E4"/>). However, one may show explicitly via the Cauchy–Bunyakovsky–Schwarz inequality (see Appendix <xref ref-type="sec" rid="App1.Ch1.S2"/>) that <inline-formula><mml:math id="M50" display="inline"><mml:mrow><mml:mo>∫</mml:mo><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>‖</mml:mo><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi><mml:msup><mml:mo>‖</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:msup><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="normal">d</mml:mi><mml:mi>h</mml:mi><mml:mo>≥</mml:mo><mml:msub><mml:mi mathvariant="normal">Σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:msup><mml:mfenced open="(" close=")"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi></mml:mrow></mml:mfenced><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>. Then the following inequalities hold:

              <disp-formula specific-use="align" content-type="numbered"><mml:math id="M51" display="block"><mml:mtable displaystyle="true"><mml:mtr><mml:mtd><mml:mstyle displaystyle="true" class="stylechange"/></mml:mtd><mml:mtd><mml:mrow><mml:mstyle displaystyle="true" class="stylechange"/><mml:msub><mml:mi>W</mml:mi><mml:mi>J</mml:mi></mml:msub><mml:mo>≥</mml:mo><mml:msub><mml:mi mathvariant="normal">Σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:msup><mml:mfenced close=")" open="("><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">E</mml:mi><mml:mo>⟂</mml:mo></mml:msub><mml:mo>+</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi></mml:mrow></mml:mfenced><mml:mn mathvariant="normal">2</mml:mn></mml:msup><mml:mo>=</mml:mo><mml:msub><mml:mi mathvariant="normal">Σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:msubsup><mml:mi>F</mml:mi><mml:mi mathvariant="normal">P</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msubsup><mml:mo>;</mml:mo></mml:mrow></mml:mtd></mml:mtr><mml:mlabeledtr id="Ch1.E11"><mml:mtd><mml:mtext>11</mml:mtext></mml:mtd><mml:mtd><mml:mstyle class="stylechange" displaystyle="true"/></mml:mtd><mml:mtd><mml:mrow><mml:mstyle displaystyle="true" class="stylechange"/><mml:msub><mml:mi mathvariant="normal">Σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>≤</mml:mo><mml:msub><mml:mi>W</mml:mi><mml:mi>J</mml:mi></mml:msub><mml:mo>/</mml:mo><mml:msubsup><mml:mi>F</mml:mi><mml:mi mathvariant="normal">P</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msubsup><mml:mo>.</mml:mo></mml:mrow></mml:mtd></mml:mlabeledtr></mml:mtable></mml:math></disp-formula>

        Thus when the “effective” neutral wind <inline-formula><mml:math id="M52" display="inline"><mml:mi mathvariant="bold-italic">U</mml:mi></mml:math></inline-formula> is specified to be the Pedersen-weighted neutral wind <inline-formula><mml:math id="M53" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> in Eqs. (<xref ref-type="disp-formula" rid="Ch1.E4"/>) and (<xref ref-type="disp-formula" rid="Ch1.E6"/>), these equations are in fact lower and upper bounds, respectively, on the true height-integrated Joule heating and Pedersen conductance. When the neutral wind does not vary with altitude we have <inline-formula><mml:math id="M54" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mi mathvariant="bold-italic">U</mml:mi></mml:mrow></mml:math></inline-formula> in Inequality (<xref ref-type="disp-formula" rid="Ch1.E11"/>), such that the height-integrated Joule heating <inline-formula><mml:math id="M55" display="inline"><mml:mrow><mml:msub><mml:mi>W</mml:mi><mml:mi>J</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mi mathvariant="normal">Σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>(</mml:mo><mml:mi mathvariant="bold-italic">E</mml:mi><mml:mo>+</mml:mo><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi><mml:msup><mml:mo>)</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula> and the Pedersen conductance <inline-formula><mml:math id="M56" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mi>W</mml:mi><mml:mi>J</mml:mi></mml:msub><mml:mo>/</mml:mo><mml:mo>(</mml:mo><mml:mi mathvariant="bold-italic">E</mml:mi><mml:mo>+</mml:mo><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi><mml:msup><mml:mo>)</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula> as given by Eqs. (<xref ref-type="disp-formula" rid="Ch1.E4"/>) and (<xref ref-type="disp-formula" rid="Ch1.E6"/>).</p>
      <p id="d2e1761">From the foregoing we see that for estimation of height-integrated Joule heating, the Pedersen-weighted neutral wind <inline-formula><mml:math id="M57" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> constitutes the most natural definition of the “effective” neutral wind, as indirectly suggested by <xref ref-type="bibr" rid="bib1.bibx35" id="text.31"/>.</p>
</sec>
<sec id="Ch1.S3">
  <label>3</label><title>Experimental investigation of Hall- and Pedersen-weighted neutral winds</title>
      <p id="d2e1786">Equations (<xref ref-type="disp-formula" rid="Ch1.E7"/>)–(<xref ref-type="disp-formula" rid="Ch1.E9"/>) illustrate that there is in general not one, but two, neutral wind terms in height-integrated treatments of IT electrodynamics. The neutral wind appears as two separate terms weighted separately by the Hall and Pedersen conductivity profiles, here defined by Eq. (<xref ref-type="disp-formula" rid="Ch1.E9"/>) and respectively denoted by <inline-formula><mml:math id="M58" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M59" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>. This situation raises the following questions: <list list-type="order"><list-item>
      <p id="d2e1820">How large is the observed difference between <inline-formula><mml:math id="M60" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M61" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>? (Sect. <xref ref-type="sec" rid="Ch1.S3.SS2"/>)</p></list-item><list-item>
      <p id="d2e1848">How much better are various rule-of-thumb approximations for the neutral wind <xref ref-type="bibr" rid="bib1.bibx35" id="paren.32"><named-content content-type="pre">e.g. the suggestion from</named-content><named-content content-type="post">that the “winds at 160 <inline-formula><mml:math id="M62" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">km</mml:mi></mml:mrow></mml:math></inline-formula>” are representative of the ”effective neutral wind”</named-content></xref> than simply assuming <inline-formula><mml:math id="M63" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mo>=</mml:mo><mml:mn mathvariant="normal">0</mml:mn></mml:mrow></mml:math></inline-formula>? (Sect. <xref ref-type="sec" rid="Ch1.S3.SS3"/>)</p></list-item><list-item>
      <p id="d2e1895">How much does the lower-bound approximation <inline-formula><mml:math id="M64" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>(</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi><mml:msup><mml:mo>)</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula> underestimate the true contribution of  the purely wind-dependent term <inline-formula><mml:math id="M65" display="inline"><mml:mrow><mml:mo>∫</mml:mo><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>‖</mml:mo><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi><mml:msup><mml:mo>‖</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:msup><mml:mi mathvariant="normal">d</mml:mi><mml:mi>h</mml:mi></mml:mrow></mml:math></inline-formula> in the expression for height-integrated Joule heating given by Eq. (<xref ref-type="disp-formula" rid="Ch1.E10"/>)? (Sect. <xref ref-type="sec" rid="Ch1.S3.SS4"/>)</p></list-item></list></p>
      <p id="d2e1959">To answer these questions we use horizontal neutral wind profiles derived from TMA chemical release experiments carried by sounding rockets during five campaigns launched from PFRR <xref ref-type="bibr" rid="bib1.bibx40" id="paren.33"><named-content content-type="post">and references therein</named-content></xref>, as well as vertical conductivity profiles derived from PFISR measurements and empirical models of ionospheric and atmospheric composition, atmospheric temperature, and Earth's magnetic field.</p>
<sec id="Ch1.S3.SS1">
  <label>3.1</label><title>Measurements and models</title>
      <p id="d2e1974">Figure <xref ref-type="fig" rid="F1"/> shows a summary of the 15 wind profiles used in this study, with the zonal and meridional components displayed respectively in the left and center columns, and the horizontal magnitudes in the right column. The vertical component is not estimated and is ignored throughout this study. The text label at right shows the date, campaign name, and <inline-formula><mml:math id="M66" display="inline"><mml:mrow><mml:msub><mml:mi>K</mml:mi><mml:mi mathvariant="normal">p</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> value for each group of wind profiles. The chronological ordering of the rows of Fig. <xref ref-type="fig" rid="F1"/> coincidentally also orders the wind profiles by <inline-formula><mml:math id="M67" display="inline"><mml:mrow><mml:msub><mml:mi>K</mml:mi><mml:mi mathvariant="normal">p</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>, aside from the last row (Super Soaker campaign) for which <inline-formula><mml:math id="M68" display="inline"><mml:mrow><mml:msub><mml:mi>K</mml:mi><mml:mi mathvariant="normal">p</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> was lowest (<inline-formula><mml:math id="M69" display="inline"><mml:mrow><mml:msub><mml:mi>K</mml:mi><mml:mi mathvariant="normal">p</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mn mathvariant="normal">0.3</mml:mn></mml:mrow></mml:math></inline-formula>). The magnitudes of the wind profiles show a clear tendency to increase with increasing <inline-formula><mml:math id="M70" display="inline"><mml:mrow><mml:msub><mml:mi>K</mml:mi><mml:mi mathvariant="normal">p</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>.</p>

      <fig id="F1" specific-use="star"><label>Figure 1</label><caption><p id="d2e2043">Summary of neutral wind profiles used in this study, given in the same order as the rocket campaigns in Table <xref ref-type="table" rid="T1"/>. The zonal and meridional components are shown in the left and center columns, with the magnitude profiles shown in the right column. The campaign name and degree of geomagnetic activity are indicated in the caption at far right in each row.</p></caption>
          <graphic xlink:href="https://angeo.copernicus.org/articles/44/715/2026/angeo-44-715-2026-f01.png"/>

        </fig>

      <p id="d2e2054">Table <xref ref-type="table" rid="T1"/> summarizes some details of each rocket, including the time of each measurement (center time of images used for triangulation of chemical release experiments) and the availability of PFISR measurements.</p>

<table-wrap id="T1" specific-use="star"><label>Table 1</label><caption><p id="d2e2063">Rockets from which neutral wind measurements are used in this study.</p></caption><oasis:table frame="topbot"><oasis:tgroup cols="8">
     <oasis:colspec colnum="1" colname="col1" align="left"/>
     <oasis:colspec colnum="2" colname="col2" align="left"/>
     <oasis:colspec colnum="3" colname="col3" align="left"/>
     <oasis:colspec colnum="4" colname="col4" align="right"/>
     <oasis:colspec colnum="5" colname="col5" align="right"/>
     <oasis:colspec colnum="6" colname="col6" align="left"/>
     <oasis:colspec colnum="7" colname="col7" align="right"/>
     <oasis:colspec colnum="8" colname="col8" align="left"/>
     <oasis:thead>
       <oasis:row>
         <oasis:entry colname="col1">Rocket</oasis:entry>
         <oasis:entry colname="col2">Date</oasis:entry>
         <oasis:entry colname="col3">Launch</oasis:entry>
         <oasis:entry colname="col4">Alt range</oasis:entry>
         <oasis:entry colname="col5">PFISR alt range<sup>a,b</sup></oasis:entry>
         <oasis:entry colname="col6">PFISR meas.</oasis:entry>
         <oasis:entry colname="col7"><inline-formula><mml:math id="M78" display="inline"><mml:mrow><mml:msub><mml:mi>K</mml:mi><mml:mi mathvariant="normal">p</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col8">Reference</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1"/>
         <oasis:entry colname="col2"/>
         <oasis:entry colname="col3">[<inline-formula><mml:math id="M79" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">UT</mml:mi></mml:mrow></mml:math></inline-formula>]</oasis:entry>
         <oasis:entry colname="col4">[<inline-formula><mml:math id="M80" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">km</mml:mi></mml:mrow></mml:math></inline-formula>]</oasis:entry>
         <oasis:entry colname="col5">[<inline-formula><mml:math id="M81" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">km</mml:mi></mml:mrow></mml:math></inline-formula>]</oasis:entry>
         <oasis:entry colname="col6">[<inline-formula><mml:math id="M82" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">UT</mml:mi></mml:mrow></mml:math></inline-formula>]</oasis:entry>
         <oasis:entry colname="col7"/>
         <oasis:entry colname="col8"/>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row>
         <oasis:entry colname="col1">Joule II</oasis:entry>
         <oasis:entry colname="col2">19 January 2007</oasis:entry>
         <oasis:entry colname="col3">12:31</oasis:entry>
         <oasis:entry colname="col4">93.5–140.0</oasis:entry>
         <oasis:entry colname="col5">91–300</oasis:entry>
         <oasis:entry colname="col6">12:30:00</oasis:entry>
         <oasis:entry colname="col7">2.7</oasis:entry>
         <oasis:entry colname="col8">
                    <xref ref-type="bibr" rid="bib1.bibx12" id="text.34"/>
                  </oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1"/>
         <oasis:entry colname="col2"/>
         <oasis:entry colname="col3">12:47</oasis:entry>
         <oasis:entry colname="col4">91–140</oasis:entry>
         <oasis:entry colname="col5">91–274</oasis:entry>
         <oasis:entry colname="col6">12:45:20</oasis:entry>
         <oasis:entry colname="col7"/>
         <oasis:entry colname="col8">
                    <xref ref-type="bibr" rid="bib1.bibx49" id="text.35"/>
                  </oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1"/>
         <oasis:entry colname="col2"/>
         <oasis:entry colname="col3">12:48</oasis:entry>
         <oasis:entry colname="col4">92–128.5</oasis:entry>
         <oasis:entry colname="col5">91–274</oasis:entry>
         <oasis:entry colname="col6">12:45:20</oasis:entry>
         <oasis:entry colname="col7"/>
         <oasis:entry colname="col8"/>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">HEX II</oasis:entry>
         <oasis:entry colname="col2">14 February 2007</oasis:entry>
         <oasis:entry colname="col3">09:36</oasis:entry>
         <oasis:entry colname="col4">91–150</oasis:entry>
         <oasis:entry colname="col5">91–326</oasis:entry>
         <oasis:entry colname="col6">09:46:08</oasis:entry>
         <oasis:entry colname="col7">3.3</oasis:entry>
         <oasis:entry colname="col8">
                    <xref ref-type="bibr" rid="bib1.bibx52" id="text.36"/>
                  </oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1"/>
         <oasis:entry colname="col2"/>
         <oasis:entry colname="col3">09:38</oasis:entry>
         <oasis:entry colname="col4">95–152</oasis:entry>
         <oasis:entry colname="col5">91–326</oasis:entry>
         <oasis:entry colname="col6">09:46:08</oasis:entry>
         <oasis:entry colname="col7"/>
         <oasis:entry colname="col8"/>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">MIST</oasis:entry>
         <oasis:entry colname="col2">26 January 2015</oasis:entry>
         <oasis:entry colname="col3">09:15</oasis:entry>
         <oasis:entry colname="col4">90–144</oasis:entry>
         <oasis:entry colname="col5"/>
         <oasis:entry colname="col6">09:14:55</oasis:entry>
         <oasis:entry colname="col7">4.0</oasis:entry>
         <oasis:entry colname="col8">
                    <xref ref-type="bibr" rid="bib1.bibx29" id="text.37"/>
                  </oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1"/>
         <oasis:entry colname="col2"/>
         <oasis:entry colname="col3">09:19</oasis:entry>
         <oasis:entry colname="col4">86–150</oasis:entry>
         <oasis:entry colname="col5"/>
         <oasis:entry colname="col6">09:19:56</oasis:entry>
         <oasis:entry colname="col7"/>
         <oasis:entry colname="col8"/>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1"/>
         <oasis:entry colname="col2"/>
         <oasis:entry colname="col3">09:48</oasis:entry>
         <oasis:entry colname="col4">90–148</oasis:entry>
         <oasis:entry colname="col5">83–345</oasis:entry>
         <oasis:entry colname="col6">09:44:55</oasis:entry>
         <oasis:entry colname="col7"/>
         <oasis:entry colname="col8"/>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1"/>
         <oasis:entry colname="col2"/>
         <oasis:entry colname="col3">09:52</oasis:entry>
         <oasis:entry colname="col4">88–152</oasis:entry>
         <oasis:entry colname="col5"/>
         <oasis:entry colname="col6">09:49:56</oasis:entry>
         <oasis:entry colname="col7"/>
         <oasis:entry colname="col8"/>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">Auroral</oasis:entry>
         <oasis:entry colname="col2">2 March 2017</oasis:entry>
         <oasis:entry colname="col3">05:44</oasis:entry>
         <oasis:entry colname="col4">102–187</oasis:entry>
         <oasis:entry colname="col5"/>
         <oasis:entry colname="col6">05:44:11</oasis:entry>
         <oasis:entry colname="col7">4.3</oasis:entry>
         <oasis:entry colname="col8"/>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1">Jets</oasis:entry>
         <oasis:entry colname="col2"/>
         <oasis:entry colname="col3">05:47</oasis:entry>
         <oasis:entry colname="col4">98–183</oasis:entry>
         <oasis:entry colname="col5"/>
         <oasis:entry colname="col6">05:47:15</oasis:entry>
         <oasis:entry colname="col7"/>
         <oasis:entry colname="col8">
                    <xref ref-type="bibr" rid="bib1.bibx2" id="text.38"/>
                  </oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">Super</oasis:entry>
         <oasis:entry colname="col2">26 January 2018</oasis:entry>
         <oasis:entry colname="col3">14:12</oasis:entry>
         <oasis:entry colname="col4">82–320</oasis:entry>
         <oasis:entry colname="col5"/>
         <oasis:entry colname="col6">14:03:36</oasis:entry>
         <oasis:entry colname="col7">0.3</oasis:entry>
         <oasis:entry colname="col8">
                    <xref ref-type="bibr" rid="bib1.bibx41" id="text.39"/>
                  </oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">Soaker</oasis:entry>
         <oasis:entry colname="col2"/>
         <oasis:entry colname="col3">14:16</oasis:entry>
         <oasis:entry colname="col4">96–153</oasis:entry>
         <oasis:entry colname="col5">88–320</oasis:entry>
         <oasis:entry colname="col6">14:18:41</oasis:entry>
         <oasis:entry colname="col7"/>
         <oasis:entry colname="col8"/>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1"/>
         <oasis:entry colname="col2"/>
         <oasis:entry colname="col3">14:49</oasis:entry>
         <oasis:entry colname="col4">81–157</oasis:entry>
         <oasis:entry colname="col5">85–347</oasis:entry>
         <oasis:entry colname="col6">14:48:51</oasis:entry>
         <oasis:entry colname="col7"/>
         <oasis:entry colname="col8"/>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1"/>
         <oasis:entry colname="col2"/>
         <oasis:entry colname="col3">14:52</oasis:entry>
         <oasis:entry colname="col4">86–145</oasis:entry>
         <oasis:entry colname="col5">85–347</oasis:entry>
         <oasis:entry colname="col6">14:48:51</oasis:entry>
         <oasis:entry colname="col7"/>
         <oasis:entry colname="col8"/>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup></oasis:table><table-wrap-foot><p id="d2e2066"><sup>a</sup> We exclude PFISR measurements for which <inline-formula><mml:math id="M72" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mrow><mml:msub><mml:mi>n</mml:mi><mml:mi>e</mml:mi></mml:msub></mml:mrow></mml:msub><mml:mo>/</mml:mo><mml:msub><mml:mi>n</mml:mi><mml:mi>e</mml:mi></mml:msub><mml:mo>≥</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:math></inline-formula>. (<inline-formula><mml:math id="M73" display="inline"><mml:mrow><mml:msub><mml:mi>n</mml:mi><mml:mi>e</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>: plasma density. <inline-formula><mml:math id="M74" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mrow><mml:msub><mml:mi>n</mml:mi><mml:mi>e</mml:mi></mml:msub></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula>: plasma density uncertainty). 
<sup>b</sup> Valid PFISR measurements are available over 87–345 <inline-formula><mml:math id="M76" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">km</mml:mi></mml:mrow></mml:math></inline-formula> unless otherwise noted. Vertical (elevation = 90°) beam measurements are used.</p></table-wrap-foot></table-wrap>

      <p id="d2e2675">For each wind profile shown in Fig. <xref ref-type="fig" rid="F1"/> we calculate corresponding <inline-formula><mml:math id="M83" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M84" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> vectors via Eq. (<xref ref-type="disp-formula" rid="Ch1.E9"/>). This calculation requires conductivity profiles, which we calculate using PFISR measurements, the NRLMSIS<sup>®</sup> 2.0 empirical atmospheric model <xref ref-type="bibr" rid="bib1.bibx17" id="paren.40"/>, and the International Reference Ionosphere (IRI) 2016 model <xref ref-type="bibr" rid="bib1.bibx9" id="paren.41"/>, following the methodology of <xref ref-type="bibr" rid="bib1.bibx27" id="text.42"/>. The steps of this process are summarized and illustrated in Appendix <xref ref-type="sec" rid="App1.Ch1.S3"/> and Fig. <xref ref-type="fig" rid="FC1"/>.</p>
</sec>
<sec id="Ch1.S3.SS2">
  <label>3.2</label><title>Statistics of <inline-formula><mml:math id="M85" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M86" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula></title>
      <p id="d2e2751">After performing the procedure described in the previous subsection for all 15 neutral wind profiles, we obtain the estimates of <inline-formula><mml:math id="M87" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M88" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> as well as their difference (<inline-formula><mml:math id="M89" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub><mml:mo>-</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>) shown in Fig. <xref ref-type="fig" rid="F2"/>a. For these neutral wind profiles the zonal component of <inline-formula><mml:math id="M90" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M91" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> tend to be negative (westward), while the meridional components tend to be positive (northward). The magnitudes of <inline-formula><mml:math id="M92" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M93" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> are of order 10–100 <inline-formula><mml:math id="M94" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">m</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:msup><mml:mi mathvariant="normal">s</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula>. Given the magnitude of the geomagnetic field at PFRR (<inline-formula><mml:math id="M95" display="inline"><mml:mrow><mml:mo>∼</mml:mo><mml:mn mathvariant="normal">54</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mn mathvariant="normal">000</mml:mn></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math id="M96" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">nT</mml:mi></mml:mrow></mml:math></inline-formula> at 110 km altitude), these magnitudes correspond to electric field equivalents of <inline-formula><mml:math id="M97" display="inline"><mml:mrow><mml:mo>∼</mml:mo><mml:mn mathvariant="normal">0.5</mml:mn></mml:mrow></mml:math></inline-formula>–5 <inline-formula><mml:math id="M98" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">mV</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:msup><mml:mi mathvariant="normal">m</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula>.</p>

      <fig id="F2" specific-use="star"><label>Figure 2</label><caption><p id="d2e2909"><bold>(a)</bold> Statistics of <inline-formula><mml:math id="M99" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>, <inline-formula><mml:math id="M100" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>, and <inline-formula><mml:math id="M101" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub><mml:mo>-</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>. <bold>(b)</bold> The magnitude of <inline-formula><mml:math id="M102" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M103" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>, and the difference in magnitudes, vs. <inline-formula><mml:math id="M104" display="inline"><mml:mrow><mml:msub><mml:mi>K</mml:mi><mml:mi mathvariant="normal">p</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>. The solid lines are nonlinear fits of the form <inline-formula><mml:math id="M105" display="inline"><mml:mrow><mml:mi>a</mml:mi><mml:mi>exp⁡</mml:mi><mml:mo>(</mml:mo><mml:msub><mml:mi>K</mml:mi><mml:mi mathvariant="normal">p</mml:mi></mml:msub><mml:mo>/</mml:mo><mml:mi>b</mml:mi><mml:mo>)</mml:mo><mml:mo>+</mml:mo><mml:mi>c</mml:mi></mml:mrow></mml:math></inline-formula> to <inline-formula><mml:math id="M106" display="inline"><mml:mrow><mml:mo>|</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub><mml:mo>|</mml:mo></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M107" display="inline"><mml:mrow><mml:mo>|</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>|</mml:mo></mml:mrow></mml:math></inline-formula>, and the dashed line their difference. <bold>(c)</bold> The angle measured from the direction of <inline-formula><mml:math id="M108" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> to the direction <inline-formula><mml:math id="M109" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> vs. <inline-formula><mml:math id="M110" display="inline"><mml:mrow><mml:msub><mml:mi>K</mml:mi><mml:mi mathvariant="normal">p</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>. These plots answer Question 1 posed at the beginning of Sect. <xref ref-type="sec" rid="Ch1.S3"/> (“How large is the observed difference between <inline-formula><mml:math id="M111" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M112" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>?”).</p></caption>
          <graphic xlink:href="https://angeo.copernicus.org/articles/44/715/2026/angeo-44-715-2026-f02.png"/>

        </fig>

      <p id="d2e3115">Figure <xref ref-type="fig" rid="F2"/>b plots the magnitudes of <inline-formula><mml:math id="M113" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M114" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and shows that they increase approximately exponentially with increasing <inline-formula><mml:math id="M115" display="inline"><mml:mrow><mml:msub><mml:mi>K</mml:mi><mml:mi mathvariant="normal">p</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>. The difference <inline-formula><mml:math id="M116" display="inline"><mml:mrow><mml:mo>|</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub><mml:mo>|</mml:mo><mml:mo>-</mml:mo><mml:mo>|</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>|</mml:mo></mml:mrow></mml:math></inline-formula> (black crosses) is almost everywhere negative; the only two instances in which <inline-formula><mml:math id="M117" display="inline"><mml:mrow><mml:mo>|</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub><mml:mo>|</mml:mo><mml:mo>&gt;</mml:mo><mml:mo>|</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>|</mml:mo></mml:mrow></mml:math></inline-formula> are found for <inline-formula><mml:math id="M118" display="inline"><mml:mrow><mml:msub><mml:mi>K</mml:mi><mml:mi mathvariant="normal">p</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mn mathvariant="normal">0.3</mml:mn></mml:mrow></mml:math></inline-formula>. The difference is increasingly negative for increasing <inline-formula><mml:math id="M119" display="inline"><mml:mrow><mml:msub><mml:mi>K</mml:mi><mml:mi mathvariant="normal">p</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>.</p>
      <p id="d2e3233">The solid lines in Fig. <xref ref-type="fig" rid="F2"/> demonstrate that an exponential function of the form <inline-formula><mml:math id="M120" display="inline"><mml:mrow><mml:mi>a</mml:mi><mml:mi>exp⁡</mml:mi><mml:mo>(</mml:mo><mml:msub><mml:mi>K</mml:mi><mml:mi mathvariant="normal">p</mml:mi></mml:msub><mml:mo>/</mml:mo><mml:mi>b</mml:mi><mml:mo>)</mml:mo><mml:mo>+</mml:mo><mml:mi>c</mml:mi></mml:mrow></mml:math></inline-formula> suitably describes the magnitudes of <inline-formula><mml:math id="M121" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M122" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>. The dashed line displays the difference between these fit functions and follows the overall trend of <inline-formula><mml:math id="M123" display="inline"><mml:mrow><mml:mo>|</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub><mml:mo>|</mml:mo><mml:mo>-</mml:mo><mml:mo>|</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>|</mml:mo></mml:mrow></mml:math></inline-formula>. Fit parameters for <inline-formula><mml:math id="M124" display="inline"><mml:mrow><mml:mo>|</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub><mml:mo>|</mml:mo></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M125" display="inline"><mml:mrow><mml:mo>|</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>|</mml:mo></mml:mrow></mml:math></inline-formula> are derived by performing a nonlinear regression that minimizes the residuals for all three sets of points shown in Fig. <xref ref-type="fig" rid="F2"/> simultaneously, subject to Huber loss <xref ref-type="bibr" rid="bib1.bibx26" id="paren.43"/>, to provide a robust estimate of the best-fit parameters. The fits are performed using the <monospace>least_squares</monospace> function of SciPy  <xref ref-type="bibr" rid="bib1.bibx59" id="paren.44"/>. We obtain similar results (not shown) with a standard linear loss function and when each of the sets of points are fit separately.</p>
      <p id="d2e3355">Figure <xref ref-type="fig" rid="F2"/>c displays the angle between <inline-formula><mml:math id="M126" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M127" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> measured from the direction of <inline-formula><mml:math id="M128" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> to the direction of <inline-formula><mml:math id="M129" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>. This is calculated as

                <disp-formula id="Ch1.Ex4"><mml:math id="M130" display="block"><mml:mrow><mml:mstyle class="stylechange" displaystyle="true"/><mml:mtext>angle</mml:mtext><mml:mo>(</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub><mml:mo>,</mml:mo><mml:mspace width="0.125em" linebreak="nobreak"/><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>)</mml:mo><mml:mo>=</mml:mo><mml:mtext>atan2</mml:mtext><mml:mfenced open="(" close=")"><mml:mrow><mml:msub><mml:mi>U</mml:mi><mml:mrow><mml:mi mathvariant="normal">H</mml:mi><mml:mo>,</mml:mo><mml:mi>y</mml:mi></mml:mrow></mml:msub><mml:mo>,</mml:mo><mml:mspace width="0.125em" linebreak="nobreak"/><mml:msub><mml:mi>U</mml:mi><mml:mrow><mml:mi mathvariant="normal">H</mml:mi><mml:mo>,</mml:mo><mml:mi>x</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mfenced><mml:mo>-</mml:mo><mml:mtext>atan2</mml:mtext><mml:mfenced close=")" open="("><mml:mrow><mml:msub><mml:mi>U</mml:mi><mml:mrow><mml:mi mathvariant="normal">P</mml:mi><mml:mo>,</mml:mo><mml:mi>y</mml:mi></mml:mrow></mml:msub><mml:mo>,</mml:mo><mml:mspace width="0.125em" linebreak="nobreak"/><mml:msub><mml:mi>U</mml:mi><mml:mrow><mml:mi mathvariant="normal">P</mml:mi><mml:mo>,</mml:mo><mml:mi>x</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mfenced><mml:mo>,</mml:mo></mml:mrow></mml:math></disp-formula>

          where <inline-formula><mml:math id="M131" display="inline"><mml:mi>x</mml:mi></mml:math></inline-formula> and <inline-formula><mml:math id="M132" display="inline"><mml:mi>y</mml:mi></mml:math></inline-formula> refer respectively to the zonal and meridional wind components. The angle appears to tend toward zero for increasing <inline-formula><mml:math id="M133" display="inline"><mml:mrow><mml:msub><mml:mi>K</mml:mi><mml:mi mathvariant="normal">p</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>, indicating that <inline-formula><mml:math id="M134" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M135" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> tend to become more aligned with increasing geomagnetic activity.</p>
</sec>
<sec id="Ch1.S3.SS3">
  <label>3.3</label><title>Proxies for the Hall- and Pedersen-weighted neutral winds</title>
      <p id="d2e3548">Here we address Question 2 posed at the beginning of this section: How much better are various rule-of-thumb approximations for the neutral wind than simply assuming <inline-formula><mml:math id="M136" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mo>=</mml:mo><mml:mn mathvariant="normal">0</mml:mn></mml:mrow></mml:math></inline-formula>? To answer this question, Fig. <xref ref-type="fig" rid="F3"/>a shows the error distribution <inline-formula><mml:math id="M137" display="inline"><mml:mrow><mml:mtext>Error</mml:mtext><mml:mfenced open="(" close=")"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mtext>proxy</mml:mtext></mml:msub></mml:mrow></mml:mfenced><mml:mo>=</mml:mo><mml:mo>|</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>-</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mtext>proxy</mml:mtext></mml:msub><mml:mo>|</mml:mo></mml:mrow></mml:math></inline-formula> associated with the assumption <inline-formula><mml:math id="M138" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mtext>proxy</mml:mtext></mml:msub></mml:mrow></mml:math></inline-formula>, where <inline-formula><mml:math id="M139" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mtext>proxy</mml:mtext></mml:msub></mml:mrow></mml:math></inline-formula> is taken to be one of <inline-formula><mml:math id="M140" display="inline"><mml:mn mathvariant="bold">0</mml:mn></mml:math></inline-formula>, <inline-formula><mml:math id="M141" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mn mathvariant="normal">160</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>, <inline-formula><mml:math id="M142" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mrow><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mtext>peak</mml:mtext></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula>, or <inline-formula><mml:math id="M143" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mrow><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub><mml:mtext>peak</mml:mtext></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula>. These are respectively the zero vector, the neutral wind at 160 km altitude, the neutral wind at the altitude where the Pedersen conductivity profile peaks, and the neutral wind at the altitude where the Hall conductivity profile peaks. Each distribution is presented as a vertical box-and-whisker plot, where each box indicates (from top to bottom) the upper quartile <inline-formula><mml:math id="M144" display="inline"><mml:mrow><mml:mi>Q</mml:mi><mml:mn mathvariant="normal">3</mml:mn></mml:mrow></mml:math></inline-formula>, the median, and lower quartile <inline-formula><mml:math id="M145" display="inline"><mml:mrow><mml:mi>Q</mml:mi><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:math></inline-formula>. The horizontal lines above and below are respectively given by the largest value not exceeding <inline-formula><mml:math id="M146" display="inline"><mml:mrow><mml:mi>Q</mml:mi><mml:mn mathvariant="normal">3</mml:mn><mml:mo>+</mml:mo><mml:mn mathvariant="normal">1.5</mml:mn><mml:mtext>IQR</mml:mtext></mml:mrow></mml:math></inline-formula> and the smallest value not below <inline-formula><mml:math id="M147" display="inline"><mml:mrow><mml:mi>Q</mml:mi><mml:mn mathvariant="normal">1</mml:mn><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1.5</mml:mn><mml:mtext>IQR</mml:mtext></mml:mrow></mml:math></inline-formula>, where <inline-formula><mml:math id="M148" display="inline"><mml:mrow><mml:mtext>IQR</mml:mtext><mml:mo>=</mml:mo><mml:mi>Q</mml:mi><mml:mn mathvariant="normal">3</mml:mn><mml:mo>-</mml:mo><mml:mi>Q</mml:mi><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:math></inline-formula> is the interquartile range. (The range <inline-formula><mml:math id="M149" display="inline"><mml:mrow><mml:mi>Q</mml:mi><mml:mn mathvariant="normal">1</mml:mn><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1.5</mml:mn><mml:mtext>IQR</mml:mtext></mml:mrow></mml:math></inline-formula> to <inline-formula><mml:math id="M150" display="inline"><mml:mrow><mml:mi>Q</mml:mi><mml:mn mathvariant="normal">3</mml:mn><mml:mo>+</mml:mo><mml:mn mathvariant="normal">1.5</mml:mn><mml:mtext>IQR</mml:mtext></mml:mrow></mml:math></inline-formula> is a common rule of thumb for identifying statistical outliers; see, e.g. <xref ref-type="bibr" rid="bib1.bibx15" id="author.45"/>, <xref ref-type="bibr" rid="bib1.bibx15" id="year.46"/>.) In Fig. <xref ref-type="fig" rid="F3"/>a these lines simply indicate the minimum and maximum of each distribution, since no values are outside these thresholds.</p>

      <fig id="F3" specific-use="star"><label>Figure 3</label><caption><p id="d2e3817"><bold>(a)</bold> For 15 neutral wind profiles, box-and-whisker plots of the magnitude of the Pedersen-weighted neutral wind (<inline-formula><mml:math id="M151" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>, pink), the magnitude of the differences between <inline-formula><mml:math id="M152" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and the neutral wind at 160 km altitude (<inline-formula><mml:math id="M153" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mn mathvariant="normal">160</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>, blue), the magnitude of the difference between <inline-formula><mml:math id="M154" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and the neutral wind at the height at which the Pedersen conductance maximizes (<inline-formula><mml:math id="M155" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mrow><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mtext>peak</mml:mtext></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula>, green), and the magnitude of the difference between <inline-formula><mml:math id="M156" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and the neutral wind at the height at which the Hall conductance maximizes (<inline-formula><mml:math id="M157" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mrow><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub><mml:mtext>peak</mml:mtext></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula>, violet). The first and second represent the error associated with assuming <inline-formula><mml:math id="M158" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mn mathvariant="normal">0</mml:mn></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math id="M159" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">m</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:msup><mml:mi mathvariant="normal">s</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M160" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mn mathvariant="normal">160</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>; the latter two represent the error associated with assuming <inline-formula><mml:math id="M161" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> is one of the two proxies. The horizontal lines above and below each box-and-whisker plot are the minimum and maximum except in panel <bold>(b)</bold> for <inline-formula><mml:math id="M162" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mtext>proxy</mml:mtext></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mrow><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mtext>peak</mml:mtext></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula>, shown in green, where one value is an outlier (see main text). <bold>(b)</bold> Same layout as panel <bold>(a)</bold>, but for the Hall-weighted neutral wind <inline-formula><mml:math id="M163" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and with an additional box-and-whisker plot (gray at far right) to assess <inline-formula><mml:math id="M164" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>. The point of this figure is to answer Question 2 posed at the beginning of Sect. <xref ref-type="sec" rid="Ch1.S3"/> by assessing whether any proxy for the Hall- and Pedersen-weighted neutral winds statistically incurs less error than simply assuming that they are zero.</p></caption>
          <graphic xlink:href="https://angeo.copernicus.org/articles/44/715/2026/angeo-44-715-2026-f03.png"/>

        </fig>

      <p id="d2e4045">In analogy with Fig. <xref ref-type="fig" rid="F3"/>a, Fig. <xref ref-type="fig" rid="F3"/>b shows the error associated with assuming <inline-formula><mml:math id="M165" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mtext>proxy</mml:mtext></mml:msub></mml:mrow></mml:math></inline-formula>. One value in the distribution of errors for <inline-formula><mml:math id="M166" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mtext>proxy</mml:mtext></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mrow><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mtext>peak</mml:mtext></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula> (shown in green) is identified as an outlier.</p>
      <p id="d2e4095">Figure <xref ref-type="fig" rid="F3"/>a demonstrates that for the 15 neutral wind profiles examined in this study, assuming <inline-formula><mml:math id="M167" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mrow><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mtext>peak</mml:mtext></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula> (green) statistically incurs less error than assuming <inline-formula><mml:math id="M168" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mn mathvariant="bold">0</mml:mn></mml:mrow></mml:math></inline-formula> (pink), <inline-formula><mml:math id="M169" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mn mathvariant="normal">160</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> (blue), or <inline-formula><mml:math id="M170" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mrow><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub><mml:mtext>peak</mml:mtext></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula> (purple). For <inline-formula><mml:math id="M171" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>, Fig. <xref ref-type="fig" rid="F3"/>b shows that assuming <inline-formula><mml:math id="M172" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mn mathvariant="bold">0</mml:mn></mml:mrow></mml:math></inline-formula> (pink) incurs the lowest median error of any proxy, although the median error and overall range of errors is also similar for all of the remaining proxies besides <inline-formula><mml:math id="M173" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mn mathvariant="normal">160</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>.</p>
      <p id="d2e4222"><xref ref-type="bibr" rid="bib1.bibx35" id="text.47"/> found via simulation that the “effective neutral wind pattern” <inline-formula><mml:math id="M174" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> is equivalent to the neutral wind pattern at 160 km altitude. This rule of thumb has been employed by <xref ref-type="bibr" rid="bib1.bibx7" id="text.48"/> and <xref ref-type="bibr" rid="bib1.bibx10" id="text.49"/>. Our experimental test (Fig. <xref ref-type="fig" rid="F3"/>a) seems to refute this proposed rule of thumb, revealing that it yields a larger error than the more naïve assumption that <inline-formula><mml:math id="M175" display="inline"><mml:mrow><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mo>=</mml:mo><mml:mn mathvariant="bold">0</mml:mn></mml:mrow></mml:math></inline-formula> for the majority of the 15 neutral wind profiles examined in this study.</p>
</sec>
<sec id="Ch1.S3.SS4">
  <label>3.4</label><title>Underestimation of wind contribution to Joule heating</title>
      <p id="d2e4266">To address Question 3 posed at the beginning of this Section, we compare the neutral wind term <inline-formula><mml:math id="M176" display="inline"><mml:mrow><mml:mo>∫</mml:mo><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mi mathvariant="normal">|</mml:mi><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi><mml:msup><mml:mi mathvariant="normal">|</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msup><mml:mi mathvariant="normal">d</mml:mi><mml:mi>h</mml:mi></mml:mrow></mml:math></inline-formula> calculated by integrating the altitude profile of the product <inline-formula><mml:math id="M177" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="bold-italic">u</mml:mi></mml:mrow></mml:math></inline-formula> with the term  <inline-formula><mml:math id="M178" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mi mathvariant="normal">|</mml:mi><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi><mml:msup><mml:mi mathvariant="normal">|</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula> that is calculated from height-integrated quantities.</p>
      <p id="d2e4340">We calculate <inline-formula><mml:math id="M179" display="inline"><mml:mrow><mml:mo>∫</mml:mo><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mi mathvariant="normal">|</mml:mi><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi><mml:msup><mml:mi mathvariant="normal">|</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msup><mml:mi mathvariant="normal">d</mml:mi><mml:mi>h</mml:mi></mml:mrow></mml:math></inline-formula> for all 15 rocket launches using the wind profile <inline-formula><mml:math id="M180" display="inline"><mml:mi mathvariant="bold-italic">u</mml:mi></mml:math></inline-formula> measured by each rocket and the corresponding Pedersen conductivity altitude profile <inline-formula><mml:math id="M181" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> derived from PFISR measurements, as described in Sect. <xref ref-type="sec" rid="Ch1.S3.SS1"/> and  Appendix <xref ref-type="sec" rid="App1.Ch1.S3"/>. We then calculate for each rocket launch the lower-bound approximation of this integral, <inline-formula><mml:math id="M182" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mi mathvariant="normal">|</mml:mi><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi><mml:msup><mml:mi mathvariant="normal">|</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>, using each value of <inline-formula><mml:math id="M183" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> presented in Sect. <xref ref-type="sec" rid="Ch1.S3.SS2"/> and the height integral of the corresponding altitude profile of the Pedersen conductivity <inline-formula><mml:math id="M184" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>.</p>
      <p id="d2e4447">Figure <xref ref-type="fig" rid="F4"/>a shows that the lower-bound approximation (<inline-formula><mml:math id="M185" display="inline"><mml:mi>y</mml:mi></mml:math></inline-formula> axis) underestimates the true value (<inline-formula><mml:math id="M186" display="inline"><mml:mi>x</mml:mi></mml:math></inline-formula> axis), as expected from the analysis in Sect. <xref ref-type="sec" rid="Ch1.S2"/>. Figure <xref ref-type="fig" rid="F4"/>b indicates the percent underestimation ranges from 9 <inline-formula><mml:math id="M187" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">%</mml:mi></mml:mrow></mml:math></inline-formula> to 96 <inline-formula><mml:math id="M188" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">%</mml:mi></mml:mrow></mml:math></inline-formula>, with the magnitude of underestimation decreasing as <inline-formula><mml:math id="M189" display="inline"><mml:mrow><mml:mo>∫</mml:mo><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mi mathvariant="normal">|</mml:mi><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi><mml:msup><mml:mi mathvariant="normal">|</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msup><mml:mi mathvariant="normal">d</mml:mi><mml:mi>h</mml:mi></mml:mrow></mml:math></inline-formula> increases. Last, Fig. <xref ref-type="fig" rid="F4"/>c shows that the gap between <inline-formula><mml:math id="M190" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>|</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi><mml:msup><mml:mo>|</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M191" display="inline"><mml:mrow><mml:mo>∫</mml:mo><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi>p</mml:mi></mml:msub><mml:mo>|</mml:mo><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi><mml:msup><mml:mo>|</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:msup><mml:mi mathvariant="normal">d</mml:mi><mml:mi>h</mml:mi></mml:mrow></mml:math></inline-formula> tends to decrease with increasing <inline-formula><mml:math id="M192" display="inline"><mml:mrow><mml:msub><mml:mi>K</mml:mi><mml:mi mathvariant="normal">p</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>.</p>

      <fig id="F4" specific-use="star"><label>Figure 4</label><caption><p id="d2e4591"><bold>(a)</bold> Comparison of the difference between the integral <inline-formula><mml:math id="M193" display="inline"><mml:mrow><mml:mo>∫</mml:mo><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mi mathvariant="normal">|</mml:mi><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi><mml:msup><mml:mi mathvariant="normal">|</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msup><mml:mi mathvariant="normal">d</mml:mi><mml:mi>h</mml:mi></mml:mrow></mml:math></inline-formula> (last term on RHS of Eq. <xref ref-type="disp-formula" rid="Ch1.E10"/>) calculated from altitude profiles of <inline-formula><mml:math id="M194" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M195" display="inline"><mml:mi mathvariant="bold-italic">u</mml:mi></mml:math></inline-formula> and the lower-bound approximation <inline-formula><mml:math id="M196" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mi mathvariant="normal">|</mml:mi><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi><mml:msup><mml:mi mathvariant="normal">|</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula> calculated from height-integrated quantities. <bold>(b)</bold> Percent difference between the value of the integral and the lower-bound approximation, relative to the value of the integral. <bold>(c)</bold> Percent difference as a function of <inline-formula><mml:math id="M197" display="inline"><mml:mrow><mml:msub><mml:mi>K</mml:mi><mml:mi mathvariant="normal">p</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>. The point of this figure is to answer Question 3 posed at the beginning of Sect. <xref ref-type="sec" rid="Ch1.S3"/> as to how much the lower-bound approximation calculated from height-integrated quantities underestimates the magnitude of the true integral.</p></caption>
          <graphic xlink:href="https://angeo.copernicus.org/articles/44/715/2026/angeo-44-715-2026-f04.png"/>

        </fig>

</sec>
</sec>
<sec id="Ch1.S4" sec-type="conclusions">
  <label>4</label><title>Discussion</title>
      <p id="d2e4709">This study aims to clear up misconceptions about how to incorporate thermospheric winds, which are sparsely sampled, and highly variable and structured in altitude, into IT data assimilation techniques that rely on 2D uniform slabs to describe IT electrodynamics. The assumption of a steady-state force balance between Lorentz and collisional drag forces is central to the expressions for the ionospheric Ohm's law and Joule heating we have used. The accuracy of assumed steady-state stress balance can be assessed by comparing the ion inertial term to the collisional drag term in the ion momentum equation, i.e. by the ratio <inline-formula><mml:math id="M198" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">τ</mml:mi><mml:mtext>relax</mml:mtext></mml:msub><mml:mo>/</mml:mo><mml:msub><mml:mi mathvariant="italic">τ</mml:mi><mml:mtext>var</mml:mtext></mml:msub></mml:mrow></mml:math></inline-formula>, where <inline-formula><mml:math id="M199" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">τ</mml:mi><mml:mtext>relax</mml:mtext></mml:msub><mml:mo>∼</mml:mo><mml:msubsup><mml:mi mathvariant="italic">ν</mml:mi><mml:mtext>in</mml:mtext><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msubsup></mml:mrow></mml:math></inline-formula> is the ion–neutral relaxation time and <inline-formula><mml:math id="M200" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">τ</mml:mi><mml:mtext>var</mml:mtext></mml:msub></mml:mrow></mml:math></inline-formula> is the characteristic timescale of variability. In the 110–130 <inline-formula><mml:math id="M201" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">km</mml:mi></mml:mrow></mml:math></inline-formula> altitude range <inline-formula><mml:math id="M202" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">ν</mml:mi><mml:mtext>in</mml:mtext></mml:msub></mml:mrow></mml:math></inline-formula> is large, making <inline-formula><mml:math id="M203" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">τ</mml:mi><mml:mtext>relax</mml:mtext></mml:msub></mml:mrow></mml:math></inline-formula> of order <inline-formula><mml:math id="M204" display="inline"><mml:mrow><mml:mo>∼</mml:mo><mml:mn mathvariant="normal">0.01</mml:mn></mml:mrow></mml:math></inline-formula>–0.1 <inline-formula><mml:math id="M205" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">s</mml:mi></mml:mrow></mml:math></inline-formula>; here inertial effects become significant only for variability on comparable sub-second timescales. Even under highly active conditions, typical electrodynamic variability occurs on timescales of seconds to minutes, implying that the inertial term is smaller than the drag term by at least an order of magnitude.</p>
      <p id="d2e4813">Even for fluctuations at several Hz (representative of extreme Alfvénic forcing), the inertial contribution would remain <inline-formula><mml:math id="M206" display="inline"><mml:mo>≲</mml:mo></mml:math></inline-formula>10 <inline-formula><mml:math id="M207" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">%</mml:mi></mml:mrow></mml:math></inline-formula> of the drag term, and substantially smaller for more typical variability. Other neglected terms, such as pressure gradients and gravity, are smaller still (<inline-formula><mml:math id="M208" display="inline"><mml:mrow><mml:mo>∼</mml:mo><mml:msup><mml:mn mathvariant="normal">10</mml:mn><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">4</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> of the drag term). Therefore, in the altitude range where the conductivities maximize, the steady-state balance between Lorentz and collisional drag forces is expected to be accurate to within a few tens of percent under extreme conditions, and considerably more accurate under typical conditions. Thus while transient departures from steady state may occur during highly dynamic events or at very small spatial scales, the quasi-steady approximation we have used is generally robust for describing high-latitude electrodynamics in this altitude range <xref ref-type="bibr" rid="bib1.bibx58" id="paren.50"><named-content content-type="pre">e.g.</named-content></xref>.</p>
      <p id="d2e4852">The analysis in Sect. <xref ref-type="sec" rid="Ch1.S2"/> shows how height integration of the ionospheric Ohm's law yields two separate neutral wind vectors (defined by Eq. <xref ref-type="disp-formula" rid="Ch1.E9"/>), and that height-integrated variables can only produce a lower-bound estimate of the isolated contribution of neutral winds to Joule heating (third term on the right-hand side of Eq. <xref ref-type="disp-formula" rid="Ch1.E10"/>). This analysis has some bearing on the “key MI coupling equation” derived from current continuity that is mentioned in the introduction,

              <disp-formula id="Ch1.E12" content-type="numbered"><label>12</label><mml:math id="M209" display="block"><mml:mstyle class="stylechange" displaystyle="true"/><mml:mrow><mml:mstyle class="stylechange" displaystyle="true"/><mml:mi mathvariant="normal">∇</mml:mi><mml:mo>⋅</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">J</mml:mi><mml:mo>⟂</mml:mo></mml:msub><mml:mo>=</mml:mo><mml:mo>-</mml:mo><mml:msub><mml:mi>j</mml:mi><mml:mo>∥</mml:mo></mml:msub><mml:mo>,</mml:mo></mml:mrow></mml:math></disp-formula>

        where the integrated perpendicular current <inline-formula><mml:math id="M210" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">J</mml:mi><mml:mo>⟂</mml:mo></mml:msub></mml:mrow></mml:math></inline-formula> is given by a height- or field line-integrated form of Ohm's law (i.e. <inline-formula><mml:math id="M211" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">J</mml:mi><mml:mo>⟂</mml:mo></mml:msub><mml:mo>=</mml:mo><mml:mover accent="true"><mml:mover accent="true"><mml:mi mathvariant="normal">Σ</mml:mi><mml:mo mathvariant="normal">¯</mml:mo></mml:mover><mml:mo mathvariant="normal">¯</mml:mo></mml:mover><mml:mo>⋅</mml:mo><mml:mfenced open="[" close="]"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">E</mml:mi><mml:mo>⟂</mml:mo></mml:msub><mml:mo>+</mml:mo><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi></mml:mrow></mml:mfenced></mml:mrow></mml:math></inline-formula>) in terms of an ionospheric conductance tensor <inline-formula><mml:math id="M212" display="inline"><mml:mover accent="true"><mml:mover accent="true"><mml:mi mathvariant="normal">Σ</mml:mi><mml:mo mathvariant="normal">¯</mml:mo></mml:mover><mml:mo mathvariant="normal">¯</mml:mo></mml:mover></mml:math></inline-formula>, the potential electric field <inline-formula><mml:math id="M213" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">E</mml:mi><mml:mo>⟂</mml:mo></mml:msub><mml:mo>=</mml:mo><mml:mo>-</mml:mo><mml:msub><mml:mi mathvariant="normal">∇</mml:mi><mml:mo>⟂</mml:mo></mml:msub><mml:mi mathvariant="normal">Φ</mml:mi></mml:mrow></mml:math></inline-formula>, and an effective neutral wind <inline-formula><mml:math id="M214" display="inline"><mml:mi mathvariant="bold-italic">U</mml:mi></mml:math></inline-formula>. The development in Sect. <xref ref-type="sec" rid="Ch1.S2"/> shows that it is strictly speaking not possible to formulate the height-integrated ionospheric Ohm's law as given by Eq. (<xref ref-type="disp-formula" rid="Ch1.E7"/>) in terms of the conductance tensor <inline-formula><mml:math id="M215" display="inline"><mml:mover accent="true"><mml:mover accent="true"><mml:mi mathvariant="normal">Σ</mml:mi><mml:mo mathvariant="normal">¯</mml:mo></mml:mover><mml:mo mathvariant="normal">¯</mml:mo></mml:mover></mml:math></inline-formula>, because <inline-formula><mml:math id="M216" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">F</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M217" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">F</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> are generally not identical. However, it is unclear from the results presented in Fig. <xref ref-type="fig" rid="F3"/> how much the differences between <inline-formula><mml:math id="M218" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M219" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> might affect the description of IT electrodynamics in models that employ some form of this equation. This topic may be the subject of a future investigation.</p>
      <p id="d2e5045">Regarding representation of MI coupling in global models, Eq. (<xref ref-type="disp-formula" rid="Ch1.E12"/>) is not the state of the art: Ionosphere-thermosphere models such as the Whole Atmosphere Community Climate Model With Thermosphere and Ionosphere Extension <xref ref-type="bibr" rid="bib1.bibx34" id="paren.51"><named-content content-type="pre">WACCM-X,</named-content></xref> and the Thermosphere-Ionosphere-Electrodynamics General Circulation Model <xref ref-type="bibr" rid="bib1.bibx45" id="paren.52"/> use the 2D continuity equation given in the more advanced treatment of <xref ref-type="bibr" rid="bib1.bibx47" id="text.53"/>. The <xref ref-type="bibr" rid="bib1.bibx47" id="text.54"/> equation generalizes Eq. (<xref ref-type="disp-formula" rid="Ch1.E12"/>) and does, in fact, take stock of the three-dimensional nature of the neutral wind field. Approaches similar to that of <xref ref-type="bibr" rid="bib1.bibx47" id="text.55"/> have also been presented <xref ref-type="bibr" rid="bib1.bibx38 bib1.bibx64 bib1.bibx33" id="paren.56"/>.</p>
      <p id="d2e5074">The results in Sect. <xref ref-type="sec" rid="Ch1.S3"/> constitute the first experimental comparison of the two neutral wind vectors, showing that with increasing geomagnetic activity the difference in magnitude of these vectors increases (Fig. <xref ref-type="fig" rid="F2"/>b) while the vectors themselves become more aligned (Fig. <xref ref-type="fig" rid="F2"/>c). It is nevertheless difficult to draw general conclusions about <inline-formula><mml:math id="M220" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M221" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> solely on the basis of the estimates shown in Fig. <xref ref-type="fig" rid="F2"/>a, as these estimates are representative of only one location (PFRR) for a sparsely sampled range of universal times (<inline-formula><mml:math id="M222" display="inline"><mml:mrow><mml:mo>∼</mml:mo><mml:mn mathvariant="normal">06</mml:mn></mml:mrow></mml:math></inline-formula>:00–14:00 <inline-formula><mml:math id="M223" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">UT</mml:mi></mml:mrow></mml:math></inline-formula>) and one season (January to March), as indicated in Table <xref ref-type="table" rid="T1"/>. It nevertheless seems reasonable that the range of magnitudes of <inline-formula><mml:math id="M224" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M225" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> shown in Fig. <xref ref-type="fig" rid="F2"/>a is typical at high latitudes during low to moderate geomagnetic activity.</p>
      <p id="d2e5153">Section <xref ref-type="sec" rid="Ch1.S3.SS3"/> addresses the commonly employed assumption in experimental studies that the winds are zero in Earth's corotating frame of reference, as well as the concept of a two-dimensional “effective neutral wind” pattern introduced by <xref ref-type="bibr" rid="bib1.bibx35" id="text.57"/> and employed by both <xref ref-type="bibr" rid="bib1.bibx7" id="text.58"/> and <xref ref-type="bibr" rid="bib1.bibx10" id="text.59"/>. These studies take the effective neutral wind pattern to be the neutral winds at 160 km altitude, <inline-formula><mml:math id="M226" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mn mathvariant="normal">160</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>, although analysis in Sect. <xref ref-type="sec" rid="Ch1.S2"/> indicates that a more suitable definition for the effective neutral wind is the Pedersen-weighted neutral wind <inline-formula><mml:math id="M227" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>, which appears in both the height-integrated Ohm's law (Eq. <xref ref-type="disp-formula" rid="Ch1.E7"/>) and the lower-bound estimate of Joule heating (Inequality <xref ref-type="disp-formula" rid="Ch1.E11"/>).</p>
      <p id="d2e5196">Given the scarcity of simultaneous measurements of the quantities needed to calculate <inline-formula><mml:math id="M228" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M229" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> (altitude profiles of conductivities and neutral wind), another motivation for this study is to investigate potential proxies for <inline-formula><mml:math id="M230" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M231" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>. Figure <xref ref-type="fig" rid="F3"/>a explores the accuracy of four proxies for <inline-formula><mml:math id="M232" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>. Statistically speaking, the best proxy for <inline-formula><mml:math id="M233" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> is <inline-formula><mml:math id="M234" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mrow><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mtext>peak</mml:mtext></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula>, the neutral wind at the altitude of the peak Pedersen conductivity (located between 115 and 128 km altitude for the 15 rocket flights presented in Table <xref ref-type="table" rid="T1"/>). In contrast, the proxy for <inline-formula><mml:math id="M235" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> with the lowest median error is the zero vector (pink).</p>
      <p id="d2e5298">Regardless, all proxies perform similarly in the sense that all are associated with errors of order at least several tens of <inline-formula><mml:math id="M236" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">m</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:msup><mml:mi mathvariant="normal">s</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula>. While this result is subject to the same caveat given above regarding limited sampling, it does suggest that one should be skeptical of “quick fixes” for the neutral wind problem, including ignoring the winds or using wind estimates from higher altitudes such as those estimated via Fabry–Perot interferometers attuned to the 630-<inline-formula><mml:math id="M237" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">nm</mml:mi></mml:mrow></mml:math></inline-formula> (red) line <xref ref-type="bibr" rid="bib1.bibx53" id="paren.60"><named-content content-type="pre">e.g.</named-content><named-content content-type="post">and references therein</named-content></xref>, which tend to cover the <inline-formula><mml:math id="M238" display="inline"><mml:mi>F</mml:mi></mml:math></inline-formula>-region ionosphere. On the other hand Fabry–Perot interferometers attuned to 557.7 <inline-formula><mml:math id="M239" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">nm</mml:mi></mml:mrow></mml:math></inline-formula> (green-line) emissions, which tend to peak between 100 and 130 km altitude, could provide neutral wind estimates relevant for analysis of high-latitude IT electrodynamics. The primary caveat with these measurements is that the peak height of green-line emissions can range over <inline-formula><mml:math id="M240" display="inline"><mml:mrow><mml:mo>∼</mml:mo><mml:mn mathvariant="normal">80</mml:mn></mml:mrow></mml:math></inline-formula> to 180 km altitude via the influence of auroral precipitation <xref ref-type="bibr" rid="bib1.bibx62" id="paren.61"/>.</p>
      <p id="d2e5362">Section <xref ref-type="sec" rid="Ch1.S3.SS4"/> provides an experimental demonstration of the analytic result that the isolated contribution of neutral winds to Joule heating (<inline-formula><mml:math id="M241" display="inline"><mml:mrow><mml:mo>∫</mml:mo><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>|</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mi>n</mml:mi></mml:msub><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi><mml:msup><mml:mo>|</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:msup><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">d</mml:mi><mml:mi>h</mml:mi></mml:mrow></mml:math></inline-formula>, third term on the right-hand side of Eq. <xref ref-type="disp-formula" rid="Ch1.E10"/>) is underestimated when calculated from height-integrated quantities as <inline-formula><mml:math id="M242" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>|</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi><mml:msup><mml:mo>|</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>. Figure <xref ref-type="fig" rid="F4"/>c shows that the contribution estimated from height-integrated quantities tends to approach the true contribution with increasing <inline-formula><mml:math id="M243" display="inline"><mml:mrow><mml:msub><mml:mi>K</mml:mi><mml:mi mathvariant="normal">p</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>.</p>
      <p id="d2e5444">To further illustrate how the neutral wind affects height-integrated Joule heating, each panel in Fig. <xref ref-type="fig" rid="F5"/> plots the three terms in Eq. (<xref ref-type="disp-formula" rid="Ch1.E10"/>) as a function of a hypothetical electric field, assuming the electric field is either perpendicular or parallel to <inline-formula><mml:math id="M244" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi></mml:mrow></mml:math></inline-formula> (left and right columns, respectively). The values for the neutral wind and Pedersen conductance are taken from the Super Soaker and Auroral Jets campaigns, corresponding respectively to quiet (top row) and active (bottom row) geomagnetic conditions. The total Joule heating (thick gray line) is also plotted in each panel, along with the approximate total Joule heating (dotted gray line) given by replacing the third term <inline-formula><mml:math id="M245" display="inline"><mml:mrow><mml:mo>∫</mml:mo><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>|</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mi>n</mml:mi></mml:msub><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi><mml:msup><mml:mo>|</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:msup><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi mathvariant="normal">d</mml:mi><mml:mi>h</mml:mi></mml:mrow></mml:math></inline-formula> with the approximation <inline-formula><mml:math id="M246" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>|</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi><mml:msup><mml:mo>|</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>, as in Inequality <xref ref-type="disp-formula" rid="Ch1.E11"/>. Electric field values in the top row vary from <inline-formula><mml:math id="M247" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>10 to 10 <inline-formula><mml:math id="M248" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">mV</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:msup><mml:mi mathvariant="normal">m</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula>, and from <inline-formula><mml:math id="M249" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>50 to 50 <inline-formula><mml:math id="M250" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">mV</mml:mi><mml:mspace linebreak="nobreak" width="0.125em"/><mml:msup><mml:mi mathvariant="normal">m</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> in the lower row, corresponding to typical ranges during geomagnetically quiet and active periods <xref ref-type="bibr" rid="bib1.bibx60" id="paren.62"><named-content content-type="pre">e.g.</named-content></xref>.</p>

      <fig id="F5" specific-use="star"><label>Figure 5</label><caption><p id="d2e5586">Comparison of terms in Eq. (<xref ref-type="disp-formula" rid="Ch1.E10"/>) during quiet (top row, Super Soaker campaign) and active (bottom row, Auroral Jets campaign) geomagnetic conditions for a hypothetical electric field that is either perpendicular or parallel to <inline-formula><mml:math id="M251" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi></mml:mrow></mml:math></inline-formula> (left and right columns, respectively). The blue, orange, and dashed black lines respectively correspond to the first, second, and third terms in Eq. (<xref ref-type="disp-formula" rid="Ch1.E10"/>). The thick, gray line shows the sum of all three terms, and the dotted gray line shows the sum when the third term (<inline-formula><mml:math id="M252" display="inline"><mml:mrow><mml:mo>∫</mml:mo><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>|</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mi>n</mml:mi></mml:msub><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi><mml:msup><mml:mo>|</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:msup><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="normal">d</mml:mi><mml:mi>h</mml:mi></mml:mrow></mml:math></inline-formula>) is replaced with the approximation <inline-formula><mml:math id="M253" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>|</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi><mml:msup><mml:mo>|</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>. Note that the range of both Joule heating values and electric field values in the bottom row is larger than in the top row.</p></caption>
        <graphic xlink:href="https://angeo.copernicus.org/articles/44/715/2026/angeo-44-715-2026-f05.png"/>

      </fig>

      <p id="d2e5675">When the electric field is perpendicular to <inline-formula><mml:math id="M254" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi></mml:mrow></mml:math></inline-formula> (Fig. <xref ref-type="fig" rid="F5"/>a and c), the second term (orange line) is zero by definition. In this case, the total Joule heating <inline-formula><mml:math id="M255" display="inline"><mml:mrow><mml:msub><mml:mi>W</mml:mi><mml:mi>J</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mi mathvariant="normal">Σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>|</mml:mo><mml:mi mathvariant="bold-italic">E</mml:mi><mml:msup><mml:mo>|</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:msup><mml:mo>+</mml:mo><mml:mo>∫</mml:mo><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>|</mml:mo><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi><mml:msup><mml:mo>|</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:msup><mml:mi mathvariant="normal">d</mml:mi><mml:mi>h</mml:mi></mml:mrow></mml:math></inline-formula>. The contribution of the neutral winds is to shift the parabola representing Joule heating upward. That is, the neutral winds make a constant and non-negative contribution to the overall Joule heating. The difference between the true total Joule heating and the approximate total Joule heating, dictated by Inequality <xref ref-type="disp-formula" rid="Ch1.E11"/>, can be seen by comparing the thick gray line and dotted gray line that respectively represent them.</p>
      <p id="d2e5751">When the electric field is parallel to <inline-formula><mml:math id="M256" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi></mml:mrow></mml:math></inline-formula> (Fig. <xref ref-type="fig" rid="F5"/>b and d) the situation is more complicated, since the second term offsets total Joule heating via a linear dependence on the electric field. The two cases shown in these panels illustrate that the vertex, or minimum, is shifted horizontally such that it is located at <inline-formula><mml:math id="M257" display="inline"><mml:mrow><mml:mi mathvariant="bold-italic">E</mml:mi><mml:mo>=</mml:mo><mml:mo>-</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi></mml:mrow></mml:math></inline-formula>. The minimum Joule heating value would be zero if the third term <inline-formula><mml:math id="M258" display="inline"><mml:mrow><mml:mo>∫</mml:mo><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>|</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mi>n</mml:mi></mml:msub><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi><mml:msup><mml:mo>|</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:msup><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="normal">d</mml:mi><mml:mi>h</mml:mi></mml:mrow></mml:math></inline-formula> were equal to the approximation <inline-formula><mml:math id="M259" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>|</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi><mml:msup><mml:mo>|</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>. It is precisely the difference between the true term and its approximation that causes true Joule heating (thick gray line) to be everywhere greater than zero, in agreement with Inequality <xref ref-type="disp-formula" rid="Ch1.E11"/>. When the third term is replaced by the approximation <inline-formula><mml:math id="M260" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>|</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi><mml:msup><mml:mo>|</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>, the minimum of the approximate total Joule heating (dotted gray lines) is zero as expected.</p>
      <p id="d2e5883">Two additional general conclusions can be drawn from Fig. <xref ref-type="fig" rid="F5"/>: (1) During quiet geomagnetic conditions (top row), the neutral wind influences total Joule heating via both its orientation with respect to the convection electric field (second term, horizontal shifting of the parabola) and its magnitude (third term, vertical shifting). (2) During active conditions (bottom row), the magnitude of the neutral wind is likely less important, with its primary influence being to reduce or enhance the the total Joule heating. This can most easily be seen in Fig. <xref ref-type="fig" rid="F5"/> as the difference between the parabola that defines the total Joule heating (thick gray line) and the parabola that defines the first term (blue line).</p>
      <p id="d2e5890">In summary, in this study we have pointed out a fundamental limitation of 2D descriptions of IT electrodynamics: In a 2D representation, the governing equation (ionospheric Ohm's law) contains two neutral wind terms that are separately weighted by the altitude profiles of Hall and Pedersen conductivities. Furthermore, even when an appropriately defined neutral wind term is used (the Pedersen-weighted neutral wind), any estimate of height-integrated Joule heating on the basis of height-integrated and averaged quantities is mathematically guaranteed to be a lower bound of the actual height-integrated Joule heating, with some tendency for the pure neutral wind term to be less strongly underestimated with increasing <inline-formula><mml:math id="M261" display="inline"><mml:mrow><mml:msub><mml:mi>K</mml:mi><mml:mi mathvariant="normal">p</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>.</p>
      <p id="d2e5904">At a basic level this study is one more voice in the chorus of recent literature calling for additional neutral wind measurements <xref ref-type="bibr" rid="bib1.bibx50 bib1.bibx22 bib1.bibx43 bib1.bibx16" id="paren.63"/>. However, results in Fig. <xref ref-type="fig" rid="F3"/> show that estimates of height-integrated electrodynamic quantities might be improved simply by having an estimate of the neutral wind at a single altitude near the altitude at which the Pedersen conductivity peaks. This points to the utility of techniques and measurements that enable estimation of the neutral wind profiles over limited ranges of altitudes between 120–200 <inline-formula><mml:math id="M262" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">km</mml:mi></mml:mrow></mml:math></inline-formula> where the Pedersen conductivity profile may peak, including Doppler spectroscopy based on emissions from atomic oxygen at 558 <inline-formula><mml:math id="M263" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">nm</mml:mi></mml:mrow></mml:math></inline-formula> <xref ref-type="bibr" rid="bib1.bibx11 bib1.bibx16" id="paren.64"><named-content content-type="post">and references there in</named-content></xref> as well as next-generation incoherent scatter radar systems such as PFISR and the upcoming EISCAT_3D facility <xref ref-type="bibr" rid="bib1.bibx63 bib1.bibx46" id="paren.65"><named-content content-type="post">and references therein</named-content></xref>.</p>
      <p id="d2e5940">It remains to be seen how important the distinction between the Hall- and Pedersen-weighted neutral winds is for calculations of the height-integrated current density as given by Eq. (<xref ref-type="disp-formula" rid="Ch1.E7"/>). It likewise remains to be seen whether estimates of the Hall and Pedersen conductances on the basis of estimates of the height-integrated perpendicular current and electric field, as is done by <xref ref-type="bibr" rid="bib1.bibx61" id="text.66"/> and <xref ref-type="bibr" rid="bib1.bibx21" id="text.67"/>, can be improved by inclusion of limited information about the neutral winds. We suggest that it would be valuable to compare height-integrated Joule heating estimated directly from altitude profiles (Eq. 10) and from height-integrated variables (Eq. 4), and to carry out similar comparisons for height-integrated current density (Eq. <xref ref-type="disp-formula" rid="Ch1.E1"/> vs. Eq. <xref ref-type="disp-formula" rid="Ch1.E7"/>) and conductance (<inline-formula><mml:math id="M264" display="inline"><mml:mrow><mml:mo>∫</mml:mo><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mrow><mml:mi mathvariant="normal">H</mml:mi><mml:mo>,</mml:mo><mml:mi mathvariant="normal">P</mml:mi></mml:mrow></mml:msub><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mi mathvariant="normal">d</mml:mi><mml:mi>h</mml:mi></mml:mrow></mml:math></inline-formula> vs. Eq. 3). Such a study would be experimentally very demanding, as it would require comprehensive information about the state of the coupled ionosphere-thermosphere system.</p>
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    <back><app-group>

<app id="App1.Ch1.S1">
  <label>Appendix A</label><title>Relationship between assumed E-field height independence and scale size of variations</title>
      <p id="d2e5990">Here we briefly show how one effectually assumes a limit on the scale size of variations of <inline-formula><mml:math id="M265" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">E</mml:mi><mml:mo>⟂</mml:mo></mml:msub></mml:mrow></mml:math></inline-formula> across field lines by assuming <inline-formula><mml:math id="M266" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">E</mml:mi><mml:mo>⟂</mml:mo></mml:msub></mml:mrow></mml:math></inline-formula> does not vary with altitude.</p>
      <p id="d2e6015">Suppose magnetic field lines are locally tilted by an angle <inline-formula><mml:math id="M267" display="inline"><mml:mi mathvariant="italic">θ</mml:mi></mml:math></inline-formula> relative to the vertical direction (i.e. inclination <inline-formula><mml:math id="M268" display="inline"><mml:mrow><mml:mi>I</mml:mi><mml:mo>=</mml:mo><mml:mn mathvariant="normal">90</mml:mn><mml:mi mathvariant="italic">°</mml:mi><mml:mo>-</mml:mo><mml:mi mathvariant="italic">θ</mml:mi></mml:mrow></mml:math></inline-formula>), and that we have a coordinate system <inline-formula><mml:math id="M269" display="inline"><mml:mrow><mml:msup><mml:mi>x</mml:mi><mml:mo>′</mml:mo></mml:msup><mml:mi>y</mml:mi><mml:msup><mml:mi>z</mml:mi><mml:mo>′</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> that is such that <inline-formula><mml:math id="M270" display="inline"><mml:mrow><mml:msup><mml:mi>z</mml:mi><mml:mo>′</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> is parallel to field lines locally and <inline-formula><mml:math id="M271" display="inline"><mml:mrow><mml:msup><mml:mi>x</mml:mi><mml:mo>′</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M272" display="inline"><mml:mi>y</mml:mi></mml:math></inline-formula> are perpendicular. This coordinate system is tilted relative to a local <inline-formula><mml:math id="M273" display="inline"><mml:mrow><mml:mi>x</mml:mi><mml:mi>y</mml:mi><mml:mi>z</mml:mi></mml:mrow></mml:math></inline-formula> coordinate system, with the <inline-formula><mml:math id="M274" display="inline"><mml:mi>x</mml:mi></mml:math></inline-formula> direction of the latter determined by ensuring that the field lines are contained within the <inline-formula><mml:math id="M275" display="inline"><mml:mrow><mml:mi>x</mml:mi><mml:mi>z</mml:mi></mml:mrow></mml:math></inline-formula> plane and the <inline-formula><mml:math id="M276" display="inline"><mml:mi>z</mml:mi></mml:math></inline-formula> direction upward. The transformations from <inline-formula><mml:math id="M277" display="inline"><mml:mrow><mml:mi>x</mml:mi><mml:mi>y</mml:mi><mml:mi>z</mml:mi></mml:mrow></mml:math></inline-formula> to <inline-formula><mml:math id="M278" display="inline"><mml:mrow><mml:msup><mml:mi>x</mml:mi><mml:mo>′</mml:mo></mml:msup><mml:mi>y</mml:mi><mml:msup><mml:mi>z</mml:mi><mml:mo>′</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> coordinates are then

              <disp-formula specific-use="align"><mml:math id="M279" display="block"><mml:mtable displaystyle="true"><mml:mtr><mml:mtd><mml:mrow><mml:mstyle class="stylechange" displaystyle="true"/><mml:msup><mml:mi>x</mml:mi><mml:mo>′</mml:mo></mml:msup><mml:mo>=</mml:mo><mml:mi>x</mml:mi><mml:mi>cos⁡</mml:mi><mml:mi mathvariant="italic">θ</mml:mi><mml:mo>-</mml:mo><mml:mi>z</mml:mi><mml:mi>sin⁡</mml:mi><mml:mi mathvariant="italic">θ</mml:mi><mml:mo>;</mml:mo></mml:mrow></mml:mtd></mml:mtr><mml:mtr><mml:mtd><mml:mrow><mml:mstyle class="stylechange" displaystyle="true"/><mml:msup><mml:mi>z</mml:mi><mml:mo>′</mml:mo></mml:msup><mml:mo>=</mml:mo><mml:mi>x</mml:mi><mml:mi>sin⁡</mml:mi><mml:mi mathvariant="italic">θ</mml:mi><mml:mo>+</mml:mo><mml:mi>z</mml:mi><mml:mi>cos⁡</mml:mi><mml:mi mathvariant="italic">θ</mml:mi><mml:mo>.</mml:mo></mml:mrow></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula>

        The perpendicular electric field <inline-formula><mml:math id="M280" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">E</mml:mi><mml:mo>⟂</mml:mo></mml:msub><mml:mfenced open="(" close=")"><mml:mrow><mml:msup><mml:mi>x</mml:mi><mml:mo>′</mml:mo></mml:msup><mml:mo>,</mml:mo><mml:mi>y</mml:mi></mml:mrow></mml:mfenced><mml:mo>=</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">E</mml:mi><mml:mo>⟂</mml:mo></mml:msub><mml:mfenced open="(" close=")"><mml:mrow><mml:mi>x</mml:mi><mml:mi>cos⁡</mml:mi><mml:mi mathvariant="italic">θ</mml:mi><mml:mo>-</mml:mo><mml:mi>z</mml:mi><mml:mi>sin⁡</mml:mi><mml:mi mathvariant="italic">θ</mml:mi><mml:mo>,</mml:mo><mml:mi>y</mml:mi></mml:mrow></mml:mfenced><mml:mo>=</mml:mo><mml:msub><mml:mi>E</mml:mi><mml:mrow><mml:mo>⟂</mml:mo><mml:mo>,</mml:mo><mml:msup><mml:mi>x</mml:mi><mml:mo>′</mml:mo></mml:msup></mml:mrow></mml:msub><mml:msup><mml:mover accent="true"><mml:mi mathvariant="bold-italic">x</mml:mi><mml:mo mathvariant="normal" stretchy="false">^</mml:mo></mml:mover><mml:mo>′</mml:mo></mml:msup><mml:mo>+</mml:mo><mml:msub><mml:mi>E</mml:mi><mml:mrow><mml:mo>⟂</mml:mo><mml:mo>,</mml:mo><mml:mi>y</mml:mi></mml:mrow></mml:msub><mml:mover accent="true"><mml:mi mathvariant="bold-italic">y</mml:mi><mml:mo stretchy="false" mathvariant="normal">^</mml:mo></mml:mover></mml:mrow></mml:math></inline-formula>.</p>
      <p id="d2e6307">We now examine the integral over height of the first term on the right-hand side of Eq. (<xref ref-type="disp-formula" rid="Ch1.E1"/>),

              <disp-formula id="App1.Ch1.S1.E13" content-type="numbered"><label>A1</label><mml:math id="M281" display="block"><mml:mstyle class="stylechange" displaystyle="true"/><mml:mrow><mml:mstyle displaystyle="true" class="stylechange"/><mml:munderover><mml:mo movablelimits="false">∫</mml:mo><mml:mrow><mml:msub><mml:mi>z</mml:mi><mml:mn mathvariant="normal">1</mml:mn></mml:msub></mml:mrow><mml:mrow><mml:msub><mml:mi>z</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:munderover><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>(</mml:mo><mml:mi>z</mml:mi><mml:mo>)</mml:mo><mml:msub><mml:mi mathvariant="bold-italic">E</mml:mi><mml:mo>⟂</mml:mo></mml:msub><mml:mfenced close=")" open="("><mml:mrow><mml:mi>x</mml:mi><mml:mi>cos⁡</mml:mi><mml:mi mathvariant="italic">θ</mml:mi><mml:mo>-</mml:mo><mml:mi>z</mml:mi><mml:mi>sin⁡</mml:mi><mml:mi mathvariant="italic">θ</mml:mi><mml:mo>,</mml:mo><mml:mi>y</mml:mi></mml:mrow></mml:mfenced><mml:mi mathvariant="normal">d</mml:mi><mml:mi>z</mml:mi><mml:mo>,</mml:mo></mml:mrow></mml:math></disp-formula>

        where for simplicity we take <inline-formula><mml:math id="M282" display="inline"><mml:mrow><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mo>=</mml:mo><mml:mn mathvariant="normal">0</mml:mn></mml:mrow></mml:math></inline-formula>. Moving <inline-formula><mml:math id="M283" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">E</mml:mi><mml:mo>⟂</mml:mo></mml:msub></mml:mrow></mml:math></inline-formula> outside the integral requires that <inline-formula><mml:math id="M284" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">E</mml:mi><mml:mo>⟂</mml:mo></mml:msub></mml:mrow></mml:math></inline-formula> be approximately invariant between <inline-formula><mml:math id="M285" display="inline"><mml:mrow><mml:msub><mml:mi>z</mml:mi><mml:mn mathvariant="normal">1</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M286" display="inline"><mml:mrow><mml:msub><mml:mi>z</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>, or equivalently (via the dependence of <inline-formula><mml:math id="M287" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">E</mml:mi><mml:mo>⟂</mml:mo></mml:msub></mml:mrow></mml:math></inline-formula> on <inline-formula><mml:math id="M288" display="inline"><mml:mrow><mml:msup><mml:mi>x</mml:mi><mml:mo>′</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula>) over a horizontal distance <inline-formula><mml:math id="M289" display="inline"><mml:mrow><mml:mi>d</mml:mi><mml:mo>=</mml:mo><mml:mo>(</mml:mo><mml:msub><mml:mi>z</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub><mml:mo>-</mml:mo><mml:msub><mml:mi>z</mml:mi><mml:mn mathvariant="normal">1</mml:mn></mml:msub><mml:mo>)</mml:mo><mml:mi>tan⁡</mml:mi><mml:mi mathvariant="italic">θ</mml:mi></mml:mrow></mml:math></inline-formula>. For example, if the local field inclination <inline-formula><mml:math id="M290" display="inline"><mml:mrow><mml:mi>I</mml:mi><mml:mo>=</mml:mo><mml:mn mathvariant="normal">70</mml:mn><mml:mi mathvariant="italic">°</mml:mi></mml:mrow></mml:math></inline-formula> and the effective vertical extent of the ionosphere <inline-formula><mml:math id="M291" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Δ</mml:mi><mml:mi>z</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mi>z</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub><mml:mo>-</mml:mo><mml:msub><mml:mi>z</mml:mi><mml:mn mathvariant="normal">1</mml:mn></mml:msub><mml:mo>=</mml:mo><mml:mn mathvariant="normal">50</mml:mn></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math id="M292" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">km</mml:mi></mml:mrow></mml:math></inline-formula>, assuming <inline-formula><mml:math id="M293" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">E</mml:mi><mml:mo>⟂</mml:mo></mml:msub></mml:mrow></mml:math></inline-formula> does not vary with altitude is equivalent to assuming that it does not vary over a distance <inline-formula><mml:math id="M294" display="inline"><mml:mrow><mml:mi>d</mml:mi><mml:mo>≈</mml:mo><mml:mn mathvariant="normal">18</mml:mn></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math id="M295" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">km</mml:mi></mml:mrow></mml:math></inline-formula>, or about 0.2°. The situation is more drastic in the Southern Hemisphere, where if the inclination <inline-formula><mml:math id="M296" display="inline"><mml:mrow><mml:mi>I</mml:mi><mml:mo>=</mml:mo><mml:mn mathvariant="normal">50</mml:mn><mml:mi mathvariant="italic">°</mml:mi></mml:mrow></mml:math></inline-formula> the distance is <inline-formula><mml:math id="M297" display="inline"><mml:mrow><mml:mo>∼</mml:mo><mml:mn mathvariant="normal">30</mml:mn></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math id="M298" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">km</mml:mi></mml:mrow></mml:math></inline-formula>, or 0.3°.</p>
      <p id="d2e6602">Thus one effectually assumes a limit on the scale size of variations of <inline-formula><mml:math id="M299" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">E</mml:mi><mml:mo>⟂</mml:mo></mml:msub></mml:mrow></mml:math></inline-formula> across field lines by assuming <inline-formula><mml:math id="M300" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="bold-italic">E</mml:mi><mml:mo>⟂</mml:mo></mml:msub></mml:mrow></mml:math></inline-formula> does not vary with altitude. An example of where this could be taken into account is given in the text immediately following Eq. (9) in <xref ref-type="bibr" rid="bib1.bibx1" id="text.68"/>.</p>
</app>

<app id="App1.Ch1.S2">
  <label>Appendix B</label><title>Cauchy–Bunyakovsky–Schwarz proof</title>
      <p id="d2e6638">Let <inline-formula><mml:math id="M301" display="inline"><mml:mrow><mml:msubsup><mml:mi>L</mml:mi><mml:mi>w</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msubsup><mml:mo>(</mml:mo><mml:mi>X</mml:mi><mml:mo>,</mml:mo><mml:mi mathvariant="italic">μ</mml:mi><mml:mo>)</mml:mo></mml:mrow></mml:math></inline-formula> be a weighted <inline-formula><mml:math id="M302" display="inline"><mml:mrow><mml:msup><mml:mi>L</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula> space over <inline-formula><mml:math id="M303" display="inline"><mml:mi>X</mml:mi></mml:math></inline-formula> with measure <inline-formula><mml:math id="M304" display="inline"><mml:mi mathvariant="italic">μ</mml:mi></mml:math></inline-formula>. The corresponding inner product for functions <inline-formula><mml:math id="M305" display="inline"><mml:mi>f</mml:mi></mml:math></inline-formula> and <inline-formula><mml:math id="M306" display="inline"><mml:mi>g</mml:mi></mml:math></inline-formula> is

              <disp-formula id="App1.Ch1.S2.E14" content-type="numbered"><label>B1</label><mml:math id="M307" display="block"><mml:mstyle class="stylechange" displaystyle="true"/><mml:mrow><mml:mstyle displaystyle="true" class="stylechange"/><mml:mo>〈</mml:mo><mml:mi>f</mml:mi><mml:mo>,</mml:mo><mml:mi>g</mml:mi><mml:mo>〉</mml:mo><mml:mo>=</mml:mo><mml:munder><mml:mo movablelimits="false">∫</mml:mo><mml:mi>X</mml:mi></mml:munder><mml:mi>f</mml:mi><mml:mo>(</mml:mo><mml:mi>t</mml:mi><mml:mo>)</mml:mo><mml:mover accent="true"><mml:mrow><mml:mi>g</mml:mi><mml:mo>(</mml:mo><mml:mi>t</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:mo mathvariant="normal">‾</mml:mo></mml:mover><mml:mi>w</mml:mi><mml:mo>(</mml:mo><mml:mi>t</mml:mi><mml:mo>)</mml:mo><mml:mi mathvariant="normal">d</mml:mi><mml:mi>t</mml:mi><mml:mo>,</mml:mo></mml:mrow></mml:math></disp-formula>

        with <inline-formula><mml:math id="M308" display="inline"><mml:mrow><mml:mi>w</mml:mi><mml:mo>(</mml:mo><mml:mi>t</mml:mi><mml:mo>)</mml:mo><mml:mo>&gt;</mml:mo><mml:mn mathvariant="normal">0</mml:mn></mml:mrow></mml:math></inline-formula> for all <inline-formula><mml:math id="M309" display="inline"><mml:mi>t</mml:mi></mml:math></inline-formula>. The inner product (Eq. <xref ref-type="disp-formula" rid="App1.Ch1.S2.E14"/>) obeys the Cauchy–Bunyakovsky–Schwarz inequality

              <disp-formula id="App1.Ch1.S2.Ex1"><mml:math id="M310" display="block"><mml:mrow><mml:mstyle class="stylechange" displaystyle="true"/><mml:msup><mml:mfenced open="|" close="|"><mml:mrow><mml:mo>〈</mml:mo><mml:mi>f</mml:mi><mml:mo>,</mml:mo><mml:mi>g</mml:mi><mml:mo>〉</mml:mo></mml:mrow></mml:mfenced><mml:mn mathvariant="normal">2</mml:mn></mml:msup><mml:mo>≤</mml:mo><mml:mo>〈</mml:mo><mml:mi>f</mml:mi><mml:mo>,</mml:mo><mml:mi>f</mml:mi><mml:mo>〉</mml:mo><mml:mo>〈</mml:mo><mml:mi>g</mml:mi><mml:mo>,</mml:mo><mml:mi>g</mml:mi><mml:mo>〉</mml:mo><mml:mo>.</mml:mo></mml:mrow></mml:math></disp-formula></p>
      <p id="d2e6837">Taking <inline-formula><mml:math id="M311" display="inline"><mml:mrow><mml:mi>f</mml:mi><mml:mo>=</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:math></inline-formula>, <inline-formula><mml:math id="M312" display="inline"><mml:mrow><mml:mi>g</mml:mi><mml:mo>=</mml:mo><mml:msub><mml:mi>u</mml:mi><mml:mi>i</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> (the <inline-formula><mml:math id="M313" display="inline"><mml:mrow><mml:msup><mml:mi>i</mml:mi><mml:mtext>th</mml:mtext></mml:msup></mml:mrow></mml:math></inline-formula> component of the neutral wind <inline-formula><mml:math id="M314" display="inline"><mml:mi mathvariant="bold-italic">u</mml:mi></mml:math></inline-formula>), and <inline-formula><mml:math id="M315" display="inline"><mml:mrow><mml:mi mathvariant="italic">μ</mml:mi><mml:mo>=</mml:mo><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>, we have

              <disp-formula id="App1.Ch1.S2.Ex2"><mml:math id="M316" display="block"><mml:mrow><mml:mstyle displaystyle="true" class="stylechange"/><mml:msup><mml:mfenced close="|" open="|"><mml:mrow><mml:mo movablelimits="false">∫</mml:mo><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:msub><mml:mi>u</mml:mi><mml:mi>i</mml:mi></mml:msub><mml:mi mathvariant="normal">d</mml:mi><mml:mi>h</mml:mi></mml:mrow></mml:mfenced><mml:mn mathvariant="normal">2</mml:mn></mml:msup><mml:mo>=</mml:mo><mml:msubsup><mml:mi mathvariant="normal">Σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msubsup><mml:msubsup><mml:mi>U</mml:mi><mml:mrow><mml:mi mathvariant="normal">P</mml:mi><mml:mo>,</mml:mo><mml:mi>i</mml:mi></mml:mrow><mml:mn mathvariant="normal">2</mml:mn></mml:msubsup><mml:mo>≤</mml:mo><mml:msub><mml:mi mathvariant="normal">Σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo movablelimits="false">∫</mml:mo><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:msubsup><mml:mi>u</mml:mi><mml:mi>i</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msubsup><mml:mi mathvariant="normal">d</mml:mi><mml:mi>h</mml:mi><mml:mo>,</mml:mo></mml:mrow></mml:math></disp-formula>

        or rearranging,

              <disp-formula id="App1.Ch1.S2.Ex3"><mml:math id="M317" display="block"><mml:mrow><mml:mstyle displaystyle="true" class="stylechange"/><mml:mo movablelimits="false">∫</mml:mo><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:msubsup><mml:mi>u</mml:mi><mml:mi>i</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msubsup><mml:mi mathvariant="normal">d</mml:mi><mml:mi>h</mml:mi><mml:mo>≥</mml:mo><mml:msub><mml:mi mathvariant="normal">Σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:msubsup><mml:mi>U</mml:mi><mml:mrow><mml:mi mathvariant="normal">P</mml:mi><mml:mo>,</mml:mo><mml:mi>i</mml:mi></mml:mrow><mml:mn mathvariant="normal">2</mml:mn></mml:msubsup><mml:mo>.</mml:mo></mml:mrow></mml:math></disp-formula></p>
      <p id="d2e7023">Summing this inequality for each component of <inline-formula><mml:math id="M318" display="inline"><mml:mi mathvariant="bold-italic">u</mml:mi></mml:math></inline-formula> we find

              <disp-formula id="App1.Ch1.S2.E15" content-type="numbered"><label>B2</label><mml:math id="M319" display="block"><mml:mstyle displaystyle="true" class="stylechange"/><mml:mrow><mml:mstyle displaystyle="true" class="stylechange"/><mml:mo movablelimits="false">∫</mml:mo><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mi mathvariant="normal">|</mml:mi><mml:mi mathvariant="bold-italic">u</mml:mi><mml:msup><mml:mi mathvariant="normal">|</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msup><mml:mi mathvariant="normal">d</mml:mi><mml:mi>h</mml:mi><mml:mo>≥</mml:mo><mml:msub><mml:mi mathvariant="normal">Σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mi mathvariant="normal">|</mml:mi><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:msup><mml:mi mathvariant="normal">|</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msup><mml:mo>.</mml:mo></mml:mrow></mml:math></disp-formula></p>
      <p id="d2e7082">If in addition the magnetic field <inline-formula><mml:math id="M320" display="inline"><mml:mi mathvariant="bold-italic">B</mml:mi></mml:math></inline-formula> is approximately constant between altitudes of <inline-formula><mml:math id="M321" display="inline"><mml:mrow><mml:mo>∼</mml:mo><mml:mn mathvariant="normal">80</mml:mn></mml:mrow></mml:math></inline-formula>–200 <inline-formula><mml:math id="M322" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">km</mml:mi></mml:mrow></mml:math></inline-formula>, then multiplying both sides of Inequality <xref ref-type="disp-formula" rid="App1.Ch1.S2.E15"/> by <inline-formula><mml:math id="M323" display="inline"><mml:mrow><mml:mi mathvariant="normal">|</mml:mi><mml:mi mathvariant="bold-italic">B</mml:mi><mml:mi>sin⁡</mml:mi><mml:mi mathvariant="italic">θ</mml:mi><mml:msup><mml:mi mathvariant="normal">|</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula> and applying the geometric definition of the cross product (<inline-formula><mml:math id="M324" display="inline"><mml:mrow><mml:mi mathvariant="normal">|</mml:mi><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mi mathvariant="normal">|</mml:mi><mml:mi mathvariant="normal">|</mml:mi><mml:mi mathvariant="bold-italic">B</mml:mi><mml:mi mathvariant="normal">|</mml:mi><mml:mi>sin⁡</mml:mi><mml:mi mathvariant="italic">θ</mml:mi><mml:mo>=</mml:mo><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi></mml:mrow></mml:math></inline-formula>) we have

              <disp-formula id="App1.Ch1.S2.E16" content-type="numbered"><label>B3</label><mml:math id="M325" display="block"><mml:mstyle class="stylechange" displaystyle="true"/><mml:mrow><mml:mstyle class="stylechange" displaystyle="true"/><mml:mo movablelimits="false">∫</mml:mo><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mi mathvariant="normal">|</mml:mi><mml:mi mathvariant="bold-italic">u</mml:mi><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi><mml:msup><mml:mi mathvariant="normal">|</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msup><mml:mi mathvariant="normal">d</mml:mi><mml:mi>h</mml:mi><mml:mo>≥</mml:mo><mml:msub><mml:mi mathvariant="normal">Σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mi mathvariant="normal">|</mml:mi><mml:msub><mml:mi mathvariant="bold-italic">U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub><mml:mo>×</mml:mo><mml:mi mathvariant="bold-italic">B</mml:mi><mml:msup><mml:mi mathvariant="normal">|</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msup><mml:mo>.</mml:mo></mml:mrow></mml:math></disp-formula></p>
</app>

<app id="App1.Ch1.S3">
  <label>Appendix C</label><title>Calculation of conductivity profiles</title>
      <p id="d2e7228">Hall and Pedersen conductivity profiles <inline-formula><mml:math id="M326" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M327" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> are derived following <xref ref-type="bibr" rid="bib1.bibx27" id="text.69"/>, with

              <disp-formula id="App1.Ch1.S3.E17" content-type="numbered"><label>C1</label><mml:math id="M328" display="block"><mml:mstyle class="stylechange" displaystyle="true"/><mml:mrow><mml:mstyle class="stylechange" displaystyle="true"/><mml:mfenced close=")" open="("><mml:mrow><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub><mml:mo>,</mml:mo><mml:mspace width="0.125em" linebreak="nobreak"/><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:mfenced><mml:mo>=</mml:mo><mml:mfenced close=")" open="("><mml:mrow><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mrow><mml:mi mathvariant="normal">H</mml:mi><mml:mo>,</mml:mo><mml:mi>e</mml:mi></mml:mrow></mml:msub><mml:mo>-</mml:mo><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mrow><mml:mi mathvariant="normal">H</mml:mi><mml:mo>,</mml:mo><mml:mi>i</mml:mi></mml:mrow></mml:msub><mml:mo>,</mml:mo><mml:mspace width="0.125em" linebreak="nobreak"/><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mrow><mml:mi mathvariant="normal">P</mml:mi><mml:mo>,</mml:mo><mml:mi>e</mml:mi></mml:mrow></mml:msub><mml:mo>+</mml:mo><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mrow><mml:mi mathvariant="normal">P</mml:mi><mml:mo>,</mml:mo><mml:mi>i</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mfenced><mml:mo>.</mml:mo></mml:mrow></mml:math></disp-formula>

        Subscripts <inline-formula><mml:math id="M329" display="inline"><mml:mi>e</mml:mi></mml:math></inline-formula> and <inline-formula><mml:math id="M330" display="inline"><mml:mi>i</mml:mi></mml:math></inline-formula> refer to the contributions from electrons and ions. For each conductivity the ion contribution is a sum over ion species:

              <disp-formula id="App1.Ch1.S3.E18" content-type="numbered"><label>C2</label><mml:math id="M331" display="block"><mml:mstyle class="stylechange" displaystyle="true"/><mml:mrow><mml:mstyle displaystyle="true" class="stylechange"/><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mrow><mml:mo mathvariant="italic">{</mml:mo><mml:mi mathvariant="normal">H</mml:mi><mml:mo>,</mml:mo><mml:mi mathvariant="normal">P</mml:mi><mml:mo mathvariant="italic">}</mml:mo><mml:mo>,</mml:mo><mml:mi>i</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:munder><mml:mo movablelimits="false">∑</mml:mo><mml:mrow><mml:mi>l</mml:mi><mml:mo>=</mml:mo><mml:mrow class="chem"><mml:msup><mml:mi mathvariant="normal">NO</mml:mi><mml:mo>+</mml:mo></mml:msup></mml:mrow><mml:mo>,</mml:mo><mml:mrow class="chem"><mml:msubsup><mml:mi mathvariant="normal">O</mml:mi><mml:mn mathvariant="normal">2</mml:mn><mml:mo>+</mml:mo></mml:msubsup></mml:mrow><mml:mo>,</mml:mo><mml:mrow class="chem"><mml:msup><mml:mi mathvariant="normal">O</mml:mi><mml:mo>+</mml:mo></mml:msup></mml:mrow></mml:mrow></mml:munder><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mrow><mml:mo mathvariant="italic">{</mml:mo><mml:mi mathvariant="normal">H</mml:mi><mml:mo>,</mml:mo><mml:mi mathvariant="normal">P</mml:mi><mml:mo mathvariant="italic">}</mml:mo><mml:mo>,</mml:mo><mml:mi>l</mml:mi></mml:mrow></mml:msub><mml:mo>.</mml:mo></mml:mrow></mml:math></disp-formula>

        The contribution from each charged particle species <inline-formula><mml:math id="M332" display="inline"><mml:mi>j</mml:mi></mml:math></inline-formula> (<inline-formula><mml:math id="M333" display="inline"><mml:mrow class="chem"><mml:msup><mml:mi mathvariant="normal">NO</mml:mi><mml:mo>+</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula>, <inline-formula><mml:math id="M334" display="inline"><mml:mrow class="chem"><mml:msubsup><mml:mi mathvariant="normal">O</mml:mi><mml:mn mathvariant="normal">2</mml:mn><mml:mo>+</mml:mo></mml:msubsup></mml:mrow></mml:math></inline-formula>, <inline-formula><mml:math id="M335" display="inline"><mml:mrow class="chem"><mml:msup><mml:mi mathvariant="normal">O</mml:mi><mml:mo>+</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula>, and <inline-formula><mml:math id="M336" display="inline"><mml:mrow><mml:msup><mml:mi>e</mml:mi><mml:mo>-</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula>) is given by

              <disp-formula id="App1.Ch1.S3.E19" content-type="numbered"><label>C3</label><mml:math id="M337" display="block"><mml:mstyle class="stylechange" displaystyle="true"/><mml:mrow><mml:mstyle class="stylechange" displaystyle="true"/><mml:mfenced open="(" close=")"><mml:mrow><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mrow><mml:mi mathvariant="normal">H</mml:mi><mml:mo>,</mml:mo><mml:mi>j</mml:mi></mml:mrow></mml:msub><mml:mo>,</mml:mo><mml:mspace linebreak="nobreak" width="0.125em"/><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mrow><mml:mi mathvariant="normal">P</mml:mi><mml:mo>,</mml:mo><mml:mi>j</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mfenced><mml:mo>=</mml:mo><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mrow><mml:mi>e</mml:mi><mml:msub><mml:mi>n</mml:mi><mml:mi>j</mml:mi></mml:msub></mml:mrow><mml:mi>B</mml:mi></mml:mfrac></mml:mstyle><mml:mfenced open="(" close=")"><mml:mrow><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mrow><mml:msubsup><mml:mi>k</mml:mi><mml:mi>j</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msubsup></mml:mrow><mml:mrow><mml:mn mathvariant="normal">1</mml:mn><mml:mo>+</mml:mo><mml:msubsup><mml:mi>k</mml:mi><mml:mi>j</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msubsup></mml:mrow></mml:mfrac></mml:mstyle><mml:mo>,</mml:mo><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mrow><mml:msub><mml:mi>k</mml:mi><mml:mi>j</mml:mi></mml:msub></mml:mrow><mml:mrow><mml:mn mathvariant="normal">1</mml:mn><mml:mo>+</mml:mo><mml:msubsup><mml:mi>k</mml:mi><mml:mi>j</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msubsup></mml:mrow></mml:mfrac></mml:mstyle></mml:mrow></mml:mfenced><mml:mo>,</mml:mo></mml:mrow></mml:math></disp-formula>

        with <inline-formula><mml:math id="M338" display="inline"><mml:mrow><mml:msub><mml:mi>k</mml:mi><mml:mi>j</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mi mathvariant="normal">Ω</mml:mi><mml:mi>j</mml:mi></mml:msub><mml:mo>/</mml:mo><mml:msub><mml:mi mathvariant="italic">ν</mml:mi><mml:mrow><mml:mi>j</mml:mi><mml:mi>n</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula>, and <inline-formula><mml:math id="M339" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Ω</mml:mi><mml:mi>j</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M340" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">ν</mml:mi><mml:mrow><mml:mi>j</mml:mi><mml:mi>n</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula> respectively the gyrofrequency and collision frequency for momentum transfer between charged particle species <inline-formula><mml:math id="M341" display="inline"><mml:mi>j</mml:mi></mml:math></inline-formula> and neutrals.</p>
      <p id="d2e7637">Expressions for <inline-formula><mml:math id="M342" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">ν</mml:mi><mml:mrow><mml:mi>j</mml:mi><mml:mi>n</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula> are given in Appendix A of <xref ref-type="bibr" rid="bib1.bibx27" id="text.70"/> for the three ion species just mentioned and neutral species <inline-formula><mml:math id="M343" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">N</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>, <inline-formula><mml:math id="M344" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">O</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>, and O. These expressions take stock of non-resonant collisions between parental pairs such as <inline-formula><mml:math id="M345" display="inline"><mml:mrow class="chem"><mml:msubsup><mml:mi mathvariant="normal">O</mml:mi><mml:mn mathvariant="normal">2</mml:mn><mml:mo>+</mml:mo></mml:msubsup></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M346" display="inline"><mml:mrow class="chem"><mml:msub><mml:mi mathvariant="normal">O</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> that are neglected by, for example, <xref ref-type="bibr" rid="bib1.bibx51" id="text.71"/>, but are nevertheless an essential part of the description of ion-neutral collisions for ion and neutral temperatures below approximately 600 <inline-formula><mml:math id="M347" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">K</mml:mi></mml:mrow></mml:math></inline-formula>.</p>
      <p id="d2e7715">Figure <xref ref-type="fig" rid="FC1"/> illustrates the quantities involved in the calculation of conductivity for a wind profile measured during the Mesospheric Inversion Layer Stratified Turbulence (MIST) campaign on 26 January 2015. In Fig. <xref ref-type="fig" rid="FC1"/>a densities of neutral species are given by the NRLMSIS<sup>®</sup> 2.0 empirical atmospheric model <xref ref-type="bibr" rid="bib1.bibx17" id="paren.72"/>. In Fig. <xref ref-type="fig" rid="FC1"/>b the electron density (labeled <inline-formula><mml:math id="M348" display="inline"><mml:mrow><mml:msup><mml:mi>e</mml:mi><mml:mo>-</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula>) is measured by PFISR, and the ion species densities are given by multiplying the electron density by the fractional composition of each species as given by the International Reference Ionosphere (IRI) 2016 model <xref ref-type="bibr" rid="bib1.bibx9" id="paren.73"/>. In Fig. <xref ref-type="fig" rid="FC1"/>c the electron and ion temperatures are measured by PFISR, and the neutral temperature is given by IRI 2016.</p>
      <p id="d2e7747">From these density and temperature profiles we calculate collision frequencies (Fig. <xref ref-type="fig" rid="FC1"/>d) and conductivity profiles (Fig. <xref ref-type="fig" rid="FC1"/>e) that are ultimately used to estimate the zonal (labeled <inline-formula><mml:math id="M349" display="inline"><mml:mrow><mml:msub><mml:mi>U</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M350" display="inline"><mml:mrow><mml:msub><mml:mi>U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>) and meridional (labeled <inline-formula><mml:math id="M351" display="inline"><mml:mrow><mml:msub><mml:mi>V</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M352" display="inline"><mml:mrow><mml:msub><mml:mi>V</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>) components of the Hall- and Pedersen-weighted neutral winds, which are indicated with vertical lines in Fig. <xref ref-type="fig" rid="FC1"/>f. The Supplement contains figures corresponding to Fig. <xref ref-type="fig" rid="FC1"/> for the remaining 14 wind profiles.</p><fig id="FC1"><label>Figure C1</label><caption><p id="d2e7806">Illustration of altitude profiles needed for calculation of zonal and meridional components of the Hall- and Pedersen-weighted winds via Eq. (<xref ref-type="disp-formula" rid="Ch1.E9"/>). These profiles correspond to the MIST rocket launched 26 January 2015 09:52 <inline-formula><mml:math id="M353" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">UT</mml:mi></mml:mrow></mml:math></inline-formula> during moderate geomagnetic activity (<inline-formula><mml:math id="M354" display="inline"><mml:mrow><mml:msub><mml:mi>K</mml:mi><mml:mi mathvariant="normal">p</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mn mathvariant="normal">4.0</mml:mn></mml:mrow></mml:math></inline-formula>; see Fig. 1c1–c3). <bold>(a)</bold> Neutral density profiles from NRLMSIS<sup>®</sup> 2.0 model. <bold>(b)</bold> PFISR plasma density profile (<inline-formula><mml:math id="M355" display="inline"><mml:mrow><mml:msup><mml:mi>e</mml:mi><mml:mo>-</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula>) with fractional ion species densities given by IRI 2016. <bold>(c)</bold> PFISR electron and ion temperature profiles, and IRI 2016 neutral temperature profile. <bold>(d)</bold> Ion-neutral collision frequencies calculated from profiles in panels <bold>(a–c)</bold>. <bold>(e)</bold> Hall and Pedersen conductivity profiles (solid and dashed lines). The peaks of the Hall and Pedersen conductivity profiles are respectively indicated by a diamond and a square. <bold>(f)</bold> Neutral wind profiles. Zonal (<inline-formula><mml:math id="M356" display="inline"><mml:mrow><mml:msub><mml:mi>U</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M357" display="inline"><mml:mrow><mml:msub><mml:mi>U</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>) and meridional (<inline-formula><mml:math id="M358" display="inline"><mml:mrow><mml:msub><mml:mi>V</mml:mi><mml:mi mathvariant="normal">H</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M359" display="inline"><mml:mrow><mml:msub><mml:mi>V</mml:mi><mml:mi mathvariant="normal">P</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>) components of the Hall- and Pedersen-weighted neutral winds are indicated with vertical lines. Neutral wind components at peaks of the Hall and Pedersen conductivity profiles respectively also indicated by diamond and square symbols.</p></caption>
        
        <graphic xlink:href="https://angeo.copernicus.org/articles/44/715/2026/angeo-44-715-2026-f06.png"/>

      </fig>

</app>
  </app-group><notes notes-type="codedataavailability"><title>Code and data availability</title>

      <p id="d2e7927">For this study, the NRLMSIS<sup>®</sup> 2.0, IRI 2016, and IGRF-13 models were respectively queried via the <monospace>nrlmsis2.0</monospace>  (<xref ref-type="bibr" rid="bib1.bibx25" id="altparen.74"/>; <uri>https://github.com/space-physics/nrlmsis2.0</uri>, last access: 25 March 2024), <monospace>iri2016</monospace> (<ext-link xlink:href="https://doi.org/10.5281/zenodo.240895" ext-link-type="DOI">10.5281/zenodo.240895</ext-link>,  <xref ref-type="bibr" rid="bib1.bibx24" id="altparen.75"/>), and <monospace>ppigrf</monospace> (<ext-link xlink:href="https://doi.org/10.5281/zenodo.5962660" ext-link-type="DOI">10.5281/zenodo.5962660</ext-link>, <xref ref-type="bibr" rid="bib1.bibx30" id="altparen.76"/>) Python packages. Scripts and data used to make the plots shown in this study are available at Zenodo (<ext-link xlink:href="https://doi.org/10.5281/zenodo.11091983" ext-link-type="DOI">10.5281/zenodo.11091983</ext-link>, <xref ref-type="bibr" rid="bib1.bibx20" id="altparen.77"/>).</p>
  </notes><app-group>
        <supplementary-material position="anchor"><p id="d2e7968">The supplement related to this article is available online at <inline-supplementary-material xlink:href="https://doi.org/10.5194/angeo-44-715-2026-supplement" xlink:title="pdf">https://doi.org/10.5194/angeo-44-715-2026-supplement</inline-supplementary-material>.</p></supplementary-material>
        </app-group><notes notes-type="authorcontribution"><title>Author contributions</title>

      <p id="d2e7977">SMH: Conceptualization, methodology, software, formal analysis, writing, investigation, visualization, funding acquisition. JB: Validation, manuscript review and editing. HV: Conceptualization, validation, manuscript review and editing. RM: Data curation, manuscript review and editing. KML: Validation, manuscript review and editing.</p>
  </notes><notes notes-type="competinginterests"><title>Competing interests</title>

      <p id="d2e7985">The contact author has declared that none of the authors has any competing interests.</p>
  </notes><notes notes-type="disclaimer"><title>Disclaimer</title>

      <p id="d2e7991">Publisher's note: Copernicus Publications remains neutral with regard to jurisdictional claims made in the text, published maps, institutional affiliations, or any other geographical representation in this paper. The authors bear the ultimate responsibility for providing appropriate place names. Views expressed in the text are those of the authors and do not necessarily reflect the views of the publisher.</p>
  </notes><ack><title>Acknowledgements</title><p id="d2e7997">This study is supported as part of Swarm Data, Innovation, and Science Cluster (DISC) activities, and is funded by ESA contract no. 4000109587/13/I-NB. Spencer Mark Hatch was also funded by the Research Council of Norway under contract 344061. Johnathan Burchill was supported with funding from Canadian Space Agency grant 15SUSWARM. Rafael Luiz Araujo de Mesquita was supported with funding from NASA Grant with contract number 80NSSC23K0094. Heikki Vanhamäki is supported by the Research Council of Finland project 354521. Karl Magnus Laundal is funded by the European Union (ERC, DynaMIT, 101086985). The authors thank A. Bhatt (SRI) for helpful guidance regarding the use of PFISR data.</p></ack><notes notes-type="financialsupport"><title>Financial support</title>

      <p id="d2e8003">This research has been supported by Norges Forskningsråd (grant no. 344061), the Canadian Space Agency (grant no. 15SUSWARM), the National Aeronautics and Space Administration (grant no. 80NSSC23K0094), the Research Council of Finland (grant no. 354521), and the European Research Council, EU HORIZON EUROPE European Research Council (grant no. 101086985).</p>
  </notes><notes notes-type="reviewstatement"><title>Review statement</title>

      <p id="d2e8009">This paper was edited by Dalia Buresova and reviewed by Theodore Sarris and one anonymous referee.</p>
  </notes><ref-list>
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