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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 GmbH</publisher-name>
<publisher-loc>Göttingen, Germany</publisher-loc>
</publisher>
</journal-meta>

    <article-meta>
      <article-id pub-id-type="doi">10.5194/angeo-33-609-2015</article-id><title-group><article-title><?xmltex \hack{\vspace*{5mm}}?>High-speed solar wind streams and polar mesosphere winter echoes at Troll, Antarctica</article-title>
      </title-group><?xmltex \runningtitle{Antarctic PMWE during HSS}?><?xmltex \runningauthor{S.~Kirkwood et al.}?>
      <contrib-group>
        <contrib contrib-type="author" corresp="yes" rid="aff1">
          <name><surname>Kirkwood</surname><given-names>S.</given-names></name>
          <email>sheila.kirkwood@irf.se</email>
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff2">
          <name><surname>Osepian</surname><given-names>A.</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff1">
          <name><surname>Belova</surname><given-names>E.</given-names></name>
          
        <ext-link>https://orcid.org/0000-0002-6698-321X</ext-link></contrib>
        <contrib contrib-type="author" corresp="no" rid="aff3">
          <name><surname>Lee</surname><given-names>Y.-S.</given-names></name>
          
        </contrib>
        <aff id="aff1"><label>1</label><institution>Polar Atmospheric Research, Swedish Institute of Space Physics, P.O. Box 812, 98128 Kiruna, Sweden</institution>
        </aff>
        <aff id="aff2"><label>2</label><institution>Polar Geophysical Institute, Halturina 15, 183 023 Murmansk, Russia</institution>
        </aff>
        <aff id="aff3"><label>3</label><institution>Korea Astronomy and Space Science Institute, 776 Daedeokdae-ro, Daejeon, South Korea</institution>
        </aff>
      </contrib-group>
      <author-notes><corresp id="corr1">S. Kirkwood (sheila.kirkwood@irf.se)</corresp></author-notes><pub-date><day>1</day><month>June</month><year>2015</year></pub-date>
      
      <volume>33</volume>
      <issue>6</issue>
      <fpage>609</fpage><lpage>622</lpage>
      <history>
        <date date-type="received"><day>31</day><month>October</month><year>2014</year></date>
           <date date-type="rev-recd"><day>28</day><month>April</month><year>2015</year></date>
           <date date-type="accepted"><day>30</day><month>April</month><year>2015</year></date>
      </history>
      <permissions>
<license license-type="open-access">
<license-p>This work is licensed under a Creative Commons Attribution 3.0 Unported License. To view a copy of this license, visit <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by/3.0/">http://creativecommons.org/licenses/by/3.0/</ext-link></license-p>
</license>
</permissions><self-uri xlink:href="https://angeo.copernicus.org/articles/33/609/2015/angeo-33-609-2015.html">This article is available from https://angeo.copernicus.org/articles/33/609/2015/angeo-33-609-2015.html</self-uri>
<self-uri xlink:href="https://angeo.copernicus.org/articles/33/609/2015/angeo-33-609-2015.pdf">The full text article is available as a PDF file from https://angeo.copernicus.org/articles/33/609/2015/angeo-33-609-2015.pdf</self-uri>


      <abstract>
    <p>A small, 54 MHz wind-profiler radar, MARA, was operated at Troll, Antarctica
(72<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> S, 2.5<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> E), continuously from November 2011 to
January 2014, covering two complete Antarctic winters. Despite very low
power, MARA observed echoes from heights of 55–80 km (polar mesosphere winter
echoes, PMWE) on 60 % of all winter days (from March to October). This
contrasts with previous reports from radars at high northern latitudes, where
PWME have been reported only by very high power radars or during rare periods
of unusually high electron density at PMWE heights, such as during solar
proton events. Analysis shows that PWME at Troll were not related to solar
proton events but were often closely related to the arrival of high-speed
solar wind streams (HSS) at the Earth, with PWME appearing at heights as low
as 56 km and persisting for up to 15 days following HSS arrival. This
demonstrates that HSS effects penetrate directly to below 60 km height in
the polar atmosphere. Using local observations of cosmic-noise absorption
(CNA), a theoretical ionization/ion-chemistry model and a statistical model
of precipitating energetic electrons associated with HSS, the electron
density conditions during the HSS events are estimated. We find that PMWE
detectability cannot be explained by these variations in electron density and
molecular-ion chemistry alone. PWME become detectable at different thresholds
depending on solar illumination and height. In darkness, PWME are detected
only when the modelled electron density is above a threshold of about
1000 cm<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">3</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>, and only above 75 km height, where negative ions are few.
In daylight, the electron density threshold falls by at least 2 orders of
magnitude and PWME are found primarily below 75 km height, even in
conditions when a large proportion of negative ions is expected. There is
also a strong dawn–dusk asymmetry with PWME detected very rarely during
morning twilight but often during evening twilight. This behaviour cannot be
explained if PMWE are caused by small-scale structure in the
neutral/molecular-ion gas alone but may be explained by the presence of
charged meteoric dust.</p>
  </abstract>
      <kwd-group>
        <kwd>Ionosphere (Particle acceleration)</kwd>
      </kwd-group>
    </article-meta>
  </front>
<body>
      

<sec id="Ch1.S1" sec-type="intro">
  <title>Introduction</title>
      <p>Polar mesosphere winter echoes (PWME) are VHF radar echoes from layered
structures at heights 50–90 km during the winter months at high latitudes.
They have previously been reported from several locations at high northern
latitudes (65–70<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N), including Poker Flat, Alaska
<xref ref-type="bibr" rid="bib1.bibx6" id="paren.1"><named-content content-type="pre">e.g.</named-content></xref>, Kiruna, Sweden
<xref ref-type="bibr" rid="bib1.bibx16" id="paren.2"><named-content content-type="pre">e.g.</named-content></xref>, and Andenes, Norway
<xref ref-type="bibr" rid="bib1.bibx40" id="paren.3"><named-content content-type="pre">e.g.</named-content></xref>, as well as from Davis in Antarctica, at
69<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> S <xref ref-type="bibr" rid="bib1.bibx30" id="paren.4"/>. They are most of the time rather weak
and visible regularly only to very high power VHF radars such as the former
Poker Flat 50 MHz radar or the new MAARSY radar in Andenes
<xref ref-type="bibr" rid="bib1.bibx31" id="paren.5"><named-content content-type="pre">e.g.</named-content></xref>. For less powerful radars they become visible
during periods of unusually high electron density at PMWE heights, such as
during solar proton events <xref ref-type="bibr" rid="bib1.bibx16" id="paren.6"><named-content content-type="pre">e.g.</named-content></xref>. Their
morphology often suggests that they descend following gravity-wave phase
lines <xref ref-type="bibr" rid="bib1.bibx4 bib1.bibx31" id="paren.7"><named-content content-type="pre">e.g.</named-content></xref>, so that wind shear is likely
involved. While some studies have suggested that they may be explained simply
by layered turbulence, induced by wind shear, in the neutral atmosphere
<xref ref-type="bibr" rid="bib1.bibx26" id="paren.8"><named-content content-type="pre">e.g.</named-content></xref>, others have suggested that at least the
strongest echoes can only be explained by additional factors such as plasma
waves driven by partial reflection of infrasound
<xref ref-type="bibr" rid="bib1.bibx21" id="paren.9"/> or the presence of charged dust layers
<xref ref-type="bibr" rid="bib1.bibx36 bib1.bibx31" id="paren.10"><named-content content-type="pre">e.g.</named-content></xref>. In particular, recent
experiments using active modification of PWME by RF heating have given
support for the involvement of charged dust
<xref ref-type="bibr" rid="bib1.bibx5 bib1.bibx23" id="paren.11"><named-content content-type="pre">e.g.</named-content></xref>.</p>
      <p>The 54 MHz Moveable Atmospheric Radar for Antarctica (MARA) started
operation at the Swedish/Finnish Antarctic stations Wasa/Aboa in 2007 <xref ref-type="bibr" rid="bib1.bibx22" id="paren.12"/>. At this location, measurements could be made only
during the austral summer when the very strong polar mesosphere summer echoes
(PMSE) can be observed <xref ref-type="bibr" rid="bib1.bibx18" id="paren.13"><named-content content-type="pre">e.g.</named-content></xref>. MARA was moved to the
year-round station Troll (72<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> S, 2.5<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> E; geomagnetic
latitude 63<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> S) in November 2011, where it operated continuously
until January 2014 (when it was again moved, to Maitri Station, Antarctica).
The power-aperture product of MARA is about 20 times less than the VHF radar
in Kiruna and at least 200 times less than MAARSY, so it was very surprising
that frequent PWME were detected by MARA during the austral winters of 2012
and 2013, despite the fact that no major solar proton events occurred during
that time.</p>
      <p>Here we make a careful analysis of the Troll PWME to try to determine why
they were observed so frequently, and whether their characteristics can shed
light on the nature of the processes which make them detectable by radar. In
particular we examine the relationship with high-speed solar wind streams
(HSS) since these have recently been shown to have a strong influence on VHF
radar echoes during some summer periods <xref ref-type="bibr" rid="bib1.bibx24 bib1.bibx25" id="paren.14"/>.
High-energy electron precipitation associated with the arrival of HSS at the
Earth has been well documented and is expected to lead to significant
ionization at PMWE heights at the location of Troll
<xref ref-type="bibr" rid="bib1.bibx29" id="paren.15"><named-content content-type="pre">e.g.</named-content></xref>.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F1"><caption><p>Examples of PWME observed by MARA at Troll, Antarctica, during
austral winter 2013. Colour scale shows volume reflectivity in units of
10<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn>16</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> m<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>. The white line at the bottom of each panel shows cosmic-noise
absorbtion (CNA) at 54.5 MHz, where 5 km on the height scale corresponds to
1 dB CNA. </p></caption>
        <?xmltex \igopts{width=199.169291pt}?><graphic xlink:href="angeo-2014-195-f01.pdf"/>

      </fig>

</sec>
<sec id="Ch1.S2">
  <title>PMWE  observations</title>
      <p>MARA is a relatively small
wind-profiler radar operating at 54.5 MHz. The configuration deployed at
Troll used a transmitter providing 20 kW peak pulse power, six receivers,
three antenna groups (each 4 <inline-formula><mml:math display="inline"><mml:mo>×</mml:mo></mml:math></inline-formula> 4 dipole antennas) with both transmission
and reception and three antenna groups (each 2 <inline-formula><mml:math display="inline"><mml:mo>×</mml:mo></mml:math></inline-formula> 2 Yagi antennas) for
reception only. During the winter months, the radar operated a sequence of
three operating modes, usually 1 min per mode – two for tropospheric profiles
and one covering the mesosphere. The mesospheric mode (named fca4500) uses an
8 bit, 600 m baud, complementary code. The radar repeats the coded-pulse
transmission at a rate of 1300 Hz and records the scattered signal over the
height interval 5–100 km, with 600 m resolution, following each
transmission. For the purpose of the present study, scattered signals from
256 consecutive pulses, together with background noise, are integrated
coherently to increase the signal-to-noise ratio. Coherently averaged
height profiles of received power are then averaged over 1 min, and the
measurement is repeated every 3 min. Signal volume reflectivities (<inline-formula><mml:math display="inline"><mml:mi mathvariant="italic">η</mml:mi></mml:math></inline-formula>),
which are the proportion of the incident signal which is scattered back to
the radar for each metre of distance through the atmosphere, are calculated by
subtracting the background noise (minimum power received) and scaling the
remaining signal power according to the distance between the radar and the
echo, and the radar characteristics, using the radar calibration. Calibration
is made continuously using the daily variation of the galactic noise signal,
with checks against radiosondes when available (1–6 each summer season). For
more details of the calibration see
<xref ref-type="bibr" rid="bib1.bibx17 bib1.bibx22" id="text.16"/>. The accuracy in <inline-formula><mml:math display="inline"><mml:mi mathvariant="italic">η</mml:mi></mml:math></inline-formula> due
to the calibration is estimated to be 20 % <xref ref-type="bibr" rid="bib1.bibx17" id="paren.17"/>.
The precision which results from random uncertainties in received power is about 5 % for
<inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="italic">η</mml:mi><mml:mo>&gt;</mml:mo><mml:mn mathvariant="normal">3</mml:mn><mml:mo>×</mml:mo><mml:msup><mml:mn>10</mml:mn><mml:mrow><mml:mo>-</mml:mo><mml:mn>16</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> m<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>, increasing to 25 % for
<inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="italic">η</mml:mi><mml:mo>=</mml:mo><mml:mn mathvariant="normal">3</mml:mn><mml:mo>×</mml:mo><mml:msup><mml:mn>10</mml:mn><mml:mrow><mml:mo>-</mml:mo><mml:mn>17</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> m<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F2"><caption><p>Upper panel: log<inline-formula><mml:math display="inline"><mml:msub><mml:mi/><mml:mn>10</mml:mn></mml:msub></mml:math></inline-formula> of the number of observations per week
of PMWE and PMSE (observations made every 3 min). Lower panel: average
volume reflectivity (log<inline-formula><mml:math display="inline"><mml:msub><mml:mi/><mml:mn>10</mml:mn></mml:msub></mml:math></inline-formula> m<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>) in detected echoes (detection
threshold 3 <inline-formula><mml:math display="inline"><mml:mrow><mml:mo>×</mml:mo><mml:msup><mml:mn>10</mml:mn><mml:mrow><mml:mo>-</mml:mo><mml:mn>17</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> m<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>). Observations by MARA at Troll, Antarctica,
during the 2-year period 10 January 2012–10 January 2014 as a function
of height and time of year (time resolution 1 week).</p></caption>
        <?xmltex \igopts{width=241.848425pt}?><graphic xlink:href="angeo-2014-195-f02.pdf"/>

      </fig>

      <p>Figure <xref ref-type="fig" rid="Ch1.F1"/> shows examples of PWME from the measurements
at Troll – typically seen in the form of slowly descending layers in the
hours around noon, occasionally in the form of a more extended “cloud”. Note
that PWME are typically very weak – often only just above the background
noise level for this radar. Statistics of the PWME have been made for the
whole 2-year period using a detection threshold of
<inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="italic">η</mml:mi><mml:mo>=</mml:mo><mml:mn mathvariant="normal">3</mml:mn><mml:mo>×</mml:mo><mml:msup><mml:mn>10</mml:mn><mml:mrow><mml:mo>-</mml:mo><mml:mn>17</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> m<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>, which corresponds to a signal-to-noise ratio of
about 10 %. To avoid false detections due to sporadic meteors or
radio interference, we have required that this threshold be exceeded at the
same height during at least two measurements before and after the time a
detection is recorded. PWME were detected on 272 out of the 453 days between
March and October when radar observations were made (60 % of days).
Figure <xref ref-type="fig" rid="Ch1.F2"/> summarizes the observations of mesospheric radar-echo
layers during the 2 years at Troll, including both PMSE, at heights above
80 km during the weeks closest to summer solstice, and PWME, primarily
during winter at heights below 80 km (although there are also a few occurrences
of echoes at the lower heights in summer). The upper plot shows the
logarithm of the number of PWME/PMSE detected at each height, during each
week of the year, in the 2-year data set, which has 3 min time resolution
(100 % occurrence would give 6720 detections per week). The lower plot
shows the mean volume reflectivity in the detected echoes. It is clear in
Fig. <xref ref-type="fig" rid="Ch1.F2"/> that PWME are much weaker, and detected
much less frequently, than PMSE, with the differences in both average volume
reflectivities and occurrence rates being about 2 orders of magnitude. PMWE
volume reflectivities for the 2 years at Troll are further illustrated in
Fig. <xref ref-type="fig" rid="Ch1.F3"/>. Values for PWME are mainly in the range
<inline-formula><mml:math display="inline"><mml:mrow><mml:msup><mml:mn>10</mml:mn><mml:mrow><mml:mo>-</mml:mo><mml:mn>16</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> (median) to <inline-formula><mml:math display="inline"><mml:mrow><mml:msup><mml:mn>10</mml:mn><mml:mrow><mml:mo>-</mml:mo><mml:mn>15</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> m<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>, with a few at
<inline-formula><mml:math display="inline"><mml:mrow><mml:msup><mml:mn>10</mml:mn><mml:mrow><mml:mo>-</mml:mo><mml:mn>14</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula>–<inline-formula><mml:math display="inline"><mml:mrow><mml:msup><mml:mn>10</mml:mn><mml:mrow><mml:mo>-</mml:mo><mml:mn>13</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> m<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>, which can be compared to typical values for
PMSE at Troll, which are <inline-formula><mml:math display="inline"><mml:mrow><mml:msup><mml:mn>10</mml:mn><mml:mrow><mml:mo>-</mml:mo><mml:mn>15</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> (median) to <inline-formula><mml:math display="inline"><mml:mrow><mml:msup><mml:mn>10</mml:mn><mml:mrow><mml:mo>-</mml:mo><mml:mn>12</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> m<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>
(maximum) <xref ref-type="bibr" rid="bib1.bibx18" id="paren.18"><named-content content-type="pre">see e.g.</named-content></xref>.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F3"><caption><p>Distribution of PMWE volume reflectivities.</p></caption>
        <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="angeo-2014-195-f03.pdf"/>

      </fig>

      <p>A particularly noticeable feature of PWME is the short interval each day when
they are detected – below 75 km height they are confined to a few hours
around noon (whereas PMSE are observed 24 h a day). This is apparent in
all of the examples in Fig. <xref ref-type="fig" rid="Ch1.F1"/>, which show PWME
concentrated in the hours around noon and is further illustrated in
Fig. <xref ref-type="fig" rid="Ch1.F4"/>a, which shows occurrence rates for all of our Troll
PWME as a function of solar zenith angle – very few echoes are detected at
solar zenith angles larger than 98<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>, i.e. in darkness. Such large
solar zenith angles occur only for a short period around midnight at the
beginning and end of the PMWE season but for up to 22 h a day in
mid-winter. The background electron density at PMWE heights (the ionospheric
D region) also strongly depends on the solar zenith angle. Even though
several ionization sources affect the night-time D region (hydrogen nightglow,
energetic electrons and protons, cosmic rays), they do not lead to as high
electron densities as they would during daytime as the electrons attach to
neutral molecules (e.g. O<inline-formula><mml:math display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula>, O<inline-formula><mml:math display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">3</mml:mn></mml:msub></mml:math></inline-formula>, CO<inline-formula><mml:math display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula>) to form negative ions. During
daytime, attached electrons are efficiently detached by the photoelectric
effect and by the high daytime concentration of atomic oxygen <xref ref-type="bibr" rid="bib1.bibx37" id="paren.19"><named-content content-type="pre">see
e.g.</named-content></xref>. Whether this day–night variation in electron
density and ion composition is enough to explain the day–night variation in
PWME is considered in the next section.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F4" specific-use="star"><caption><p>PMWE occurrence rates for the months March–October, at any height
below 75 km, as a function of <bold>(a)</bold> solar zenith angle, <bold>(b)</bold> solar X-ray flux,
<bold>(c)</bold> solar proton flux, <bold>(d)</bold> Kp index and <bold>(e)</bold> solar wind speed.
For <bold>(b–e)</bold>, only observations for solar zenith angle less than 98<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> are considered.
The dashed line is for the year 2012, the dotted line for 2013 and the solid line for both
together. Occurrence rates are calculated as the number of times during which
PWME were observed divided by the number of observations which were made (one
observation each 3 min).</p></caption>
        <?xmltex \igopts{width=497.923228pt}?><graphic xlink:href="angeo-2014-195-f04.pdf"/>

      </fig>

      <p>PWME have often been reported in association with solar proton events, or
during conditions of high geomagnetic disturbance as represented by the Kp
index, and it has been generally concluded that their detectability is
determined by increased electron density associated with these conditions. It
should be remembered that Kp is not a cause but rather a symptom of
disturbances which can lead to enhanced electron densities in the ionospheric
E region (above 100 km height, where electric currents flow causing magnetic
fluctuations which affect the Kp index). Since PWME occur at much lower
heights than the E-region currents, Kp is not necessarily a good indicator of
enhanced electron density at PMWE heights. To try to find the cause of
enhanced PMWE detection, we have examined the occurrence rate of PWME
depending on the levels of three different parameters which are known to
affect electron density at PMWE heights – solar protons, solar wind speed,
solar X-rays and the Kp index. Solar protons and solar X-rays
directly cause ionization at PMWE heights, and high solar wind speeds are often
associated with HSS, which are known to cause
precipitation of high-energy electrons from within the magnetosphere and cause
ionization at PMWE heights <xref ref-type="bibr" rid="bib1.bibx38 bib1.bibx29 bib1.bibx14" id="paren.20"><named-content content-type="pre">e.g.</named-content></xref>. To compare with PWME, we here take solar wind,
solar proton fluxes and Kp index from the OMNI 2 data set
(<uri>http://omniweb.gsfc.nasa.gov/</uri>) and X-ray fluxes from the GOES database
(<uri>http://www.swpc.noaa.gov/Data/goes.html</uri>).</p>
      <p>Figure <xref ref-type="fig" rid="Ch1.F4"/>b–e show occurrence rates as a function of solar
X-ray flux, solar proton flux, Kp index and solar wind speed, respectively.
Occurrence rates in Fig. <xref ref-type="fig" rid="Ch1.F4"/>b–e are the number of times
when PWME were observed (during daylight, solar zenith angles <inline-formula><mml:math display="inline"><mml:mo>&lt;</mml:mo></mml:math></inline-formula> 98<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>,
at any height) divided by the number of daylight observations
which were made (during the months March–October). To give an indication of
the uncertainties, occurrence rates have been calculated for the whole 2-year
period (solid lines) and separately for 2012 (dashed lines) and 2013 (dotted
lines). There is a clear dependence on Kp and on solar wind speed, but not on
solar X-ray or proton flux, although the variability between the 2 years is
high. This can be considered further by reference to Table 1, which shows
day-to-day occurrence rates of PWME as a function of whether or not each of
the parameters was enhanced. The levels which are considered enhanced are
Kp <inline-formula><mml:math display="inline"><mml:mo>&gt;</mml:mo></mml:math></inline-formula> 2, solar wind speed <inline-formula><mml:math display="inline"><mml:mo>&gt;</mml:mo></mml:math></inline-formula> 450 km s<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>, solar proton fluxes above
1 cm<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> sr<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> s<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> (<inline-formula><mml:math display="inline"><mml:mo>&gt;</mml:mo></mml:math></inline-formula> 10 MeV protons) and solar X-ray flux
<inline-formula><mml:math display="inline"><mml:mrow><mml:mo>&gt;</mml:mo><mml:mn mathvariant="normal">5</mml:mn><mml:mo>×</mml:mo><mml:msup><mml:mn>10</mml:mn><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">7</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> Wm<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> (0.5–4.0 Å X-rays). The parameter is considered
enhanced if it exceeded the threshold at any time during the day (during
daylight only for X-ray fluxes), and a PMWE is considered present if it was
detected at any time during the day. Here we can see that most days when
PWME were detected coincided with either enhanced Kp or enhanced solar wind, or
both (rows 5–16). Very few days (13) with detected PWME occurred when only
X-rays or protons were enhanced (rows 2–4). By far the majority of days with
detected PWME, 204 days out of 272, occurred when neither solar protons nor
solar X-rays were enhanced (rows 1, 5, 9 and 13). Thus it is clear that most
PWME at Troll during 2012 and 2013 are not related to solar protons or solar
X-rays but instead to some other source of disturbance. PMWE occurrence rates are
shown in the last column of Table 1, in bold type for conditions represented
by more than 10 days of observations – occurrence rates based on fewer days
are likely not representative. The highest occurrence rates are associated
with enhanced solar wind speeds, without enhanced proton or X-ray fluxes and
both with and without enhanced Kp (76 and 77 %, rows 5 and 13). These
categories include 108 days of PMWE observations, and the high occurrence
rates indicate that HSS are a likely source of PMWE enhancement during at
least this number of days. For days with no indication of disturbance in
terms of the indices in Table 1 (row 1), the PMWE occurrence rate is 44 %.
This is significantly lower than during conditions of high-speed solar wind,
but is far from zero. Some source of disturbance at PMWE altitudes, which is
not represented by the indices in Table 1, must have occurred almost half of
the time.</p>

<?xmltex \floatpos{t}?><table-wrap id="Ch1.T1"><caption><p>Distribution of observation days and days with PMWE detection as a
function of the disturbance level each day, as represented by Kp index,
solar wind speed (Vsw), solar proton flux (pf) and solar X-ray flux (Xf).
Each day is categorized into 1 of 16 possible states according to whether
the threshold value for each parameter is exceeded at some time during the
day. Thresholds are Kp <inline-formula><mml:math display="inline"><mml:mo>&gt;</mml:mo></mml:math></inline-formula> 2, Vsw <inline-formula><mml:math display="inline"><mml:mo>&gt;</mml:mo></mml:math></inline-formula> 450 km s<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>, pf <inline-formula><mml:math display="inline"><mml:mo>&gt;</mml:mo></mml:math></inline-formula> 1 cm<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> sr<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> s<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>
(for <inline-formula><mml:math display="inline"><mml:mo>&gt;</mml:mo></mml:math></inline-formula> 10 MeV protons ) and Xf <inline-formula><mml:math display="inline"><mml:mo>&gt;</mml:mo></mml:math></inline-formula> 5 <inline-formula><mml:math display="inline"><mml:mo>×</mml:mo></mml:math></inline-formula> 10<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">7</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> Wm<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> (for 0.5–4.0 Å X-rays, only daytime considered).
Ones in columns 2–5 indicate that the threshold for the corresponding
parameter was exceeded. Column 6 shows the number of days in each category
when observations were made, and column 7 shows the number of those days when PWME were
detected. PMWE occurrence rates in the final column are the number of days
with PWME divided by the number of observation days on each row. These are
shown in bold type when the number of observation days is more than 10.</p></caption><oasis:table frame="topbot"><?xmltex \begin{scaleboxenv}{0.82}[0.82]?><oasis:tgroup cols="8">
     <oasis:colspec colnum="1" colname="col1" align="left"/>
     <oasis:colspec colnum="2" colname="col2" align="right"/>
     <oasis:colspec colnum="3" colname="col3" align="right"/>
     <oasis:colspec colnum="4" colname="col4" align="right"/>
     <oasis:colspec colnum="5" colname="col5" align="right"/>
     <oasis:colspec colnum="6" colname="col6" align="right"/>
     <oasis:colspec colnum="7" colname="col7" align="right"/>
     <oasis:colspec colnum="8" colname="col8" align="right"/>
     <oasis:thead>
       <oasis:row>  
         <oasis:entry colname="col1">Row</oasis:entry>  
         <oasis:entry colname="col2">Kp</oasis:entry>  
         <oasis:entry colname="col3">Vsw</oasis:entry>  
         <oasis:entry colname="col4">pf</oasis:entry>  
         <oasis:entry colname="col5">Xf</oasis:entry>  
         <oasis:entry colname="col6">Observation</oasis:entry>  
         <oasis:entry colname="col7">PMWE</oasis:entry>  
         <oasis:entry colname="col8">PMWE occ.</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">  
         <oasis:entry colname="col1">no.</oasis:entry>  
         <oasis:entry colname="col2"><inline-formula><mml:math display="inline"><mml:mrow><mml:mo>&gt;</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:mrow></mml:math></inline-formula></oasis:entry>  
         <oasis:entry colname="col3"><inline-formula><mml:math display="inline"><mml:mrow><mml:mo>&gt;</mml:mo><mml:mn>450</mml:mn></mml:mrow></mml:math></inline-formula></oasis:entry>  
         <oasis:entry colname="col4"><inline-formula><mml:math display="inline"><mml:mrow><mml:mo>&gt;</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:math></inline-formula></oasis:entry>  
         <oasis:entry colname="col5"><inline-formula><mml:math display="inline"><mml:mrow><mml:mo>&gt;</mml:mo><mml:mn mathvariant="normal">5</mml:mn></mml:mrow></mml:math></inline-formula></oasis:entry>  
         <oasis:entry colname="col6">days</oasis:entry>  
         <oasis:entry colname="col7">days</oasis:entry>  
         <oasis:entry colname="col8">rate %</oasis:entry>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row>  
         <oasis:entry colname="col1">1</oasis:entry>  
         <oasis:entry colname="col2">0</oasis:entry>  
         <oasis:entry colname="col3">0</oasis:entry>  
         <oasis:entry colname="col4">0</oasis:entry>  
         <oasis:entry colname="col5">0</oasis:entry>  
         <oasis:entry colname="col6">91</oasis:entry>  
         <oasis:entry colname="col7">40</oasis:entry>  
         <oasis:entry colname="col8"><bold>44</bold></oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">2</oasis:entry>  
         <oasis:entry colname="col2">0</oasis:entry>  
         <oasis:entry colname="col3">0</oasis:entry>  
         <oasis:entry colname="col4">0</oasis:entry>  
         <oasis:entry colname="col5">1</oasis:entry>  
         <oasis:entry colname="col6">19</oasis:entry>  
         <oasis:entry colname="col7">7</oasis:entry>  
         <oasis:entry colname="col8"><bold>37</bold></oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">3</oasis:entry>  
         <oasis:entry colname="col2">0</oasis:entry>  
         <oasis:entry colname="col3">0</oasis:entry>  
         <oasis:entry colname="col4">1</oasis:entry>  
         <oasis:entry colname="col5">0</oasis:entry>  
         <oasis:entry colname="col6">8</oasis:entry>  
         <oasis:entry colname="col7">5</oasis:entry>  
         <oasis:entry colname="col8">63</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">4</oasis:entry>  
         <oasis:entry colname="col2">0</oasis:entry>  
         <oasis:entry colname="col3">0</oasis:entry>  
         <oasis:entry colname="col4">1</oasis:entry>  
         <oasis:entry colname="col5">1</oasis:entry>  
         <oasis:entry colname="col6">3</oasis:entry>  
         <oasis:entry colname="col7">1</oasis:entry>  
         <oasis:entry colname="col8">33</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">5</oasis:entry>  
         <oasis:entry colname="col2">0</oasis:entry>  
         <oasis:entry colname="col3">1</oasis:entry>  
         <oasis:entry colname="col4">0</oasis:entry>  
         <oasis:entry colname="col5">0</oasis:entry>  
         <oasis:entry colname="col6">17</oasis:entry>  
         <oasis:entry colname="col7">13</oasis:entry>  
         <oasis:entry colname="col8"><bold>76</bold></oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">6</oasis:entry>  
         <oasis:entry colname="col2">0</oasis:entry>  
         <oasis:entry colname="col3">1</oasis:entry>  
         <oasis:entry colname="col4">0</oasis:entry>  
         <oasis:entry colname="col5">1</oasis:entry>  
         <oasis:entry colname="col6">2</oasis:entry>  
         <oasis:entry colname="col7">1</oasis:entry>  
         <oasis:entry colname="col8">50</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">7</oasis:entry>  
         <oasis:entry colname="col2">0</oasis:entry>  
         <oasis:entry colname="col3">1</oasis:entry>  
         <oasis:entry colname="col4">1</oasis:entry>  
         <oasis:entry colname="col5">0</oasis:entry>  
         <oasis:entry colname="col6">2</oasis:entry>  
         <oasis:entry colname="col7">0</oasis:entry>  
         <oasis:entry colname="col8">0</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">8</oasis:entry>  
         <oasis:entry colname="col2">0</oasis:entry>  
         <oasis:entry colname="col3">1</oasis:entry>  
         <oasis:entry colname="col4">1</oasis:entry>  
         <oasis:entry colname="col5">1</oasis:entry>  
         <oasis:entry colname="col6">1</oasis:entry>  
         <oasis:entry colname="col7">1</oasis:entry>  
         <oasis:entry colname="col8">100</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">9</oasis:entry>  
         <oasis:entry colname="col2">1</oasis:entry>  
         <oasis:entry colname="col3">0</oasis:entry>  
         <oasis:entry colname="col4">0</oasis:entry>  
         <oasis:entry colname="col5">0</oasis:entry>  
         <oasis:entry colname="col6">93</oasis:entry>  
         <oasis:entry colname="col7">56</oasis:entry>  
         <oasis:entry colname="col8"><bold>60</bold></oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">10</oasis:entry>  
         <oasis:entry colname="col2">1</oasis:entry>  
         <oasis:entry colname="col3">0</oasis:entry>  
         <oasis:entry colname="col4">0</oasis:entry>  
         <oasis:entry colname="col5">1</oasis:entry>  
         <oasis:entry colname="col6">16</oasis:entry>  
         <oasis:entry colname="col7">10</oasis:entry>  
         <oasis:entry colname="col8"><bold>63</bold></oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">11</oasis:entry>  
         <oasis:entry colname="col2">1</oasis:entry>  
         <oasis:entry colname="col3">0</oasis:entry>  
         <oasis:entry colname="col4">1</oasis:entry>  
         <oasis:entry colname="col5">0</oasis:entry>  
         <oasis:entry colname="col6">18</oasis:entry>  
         <oasis:entry colname="col7">11</oasis:entry>  
         <oasis:entry colname="col8"><bold>61</bold></oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">12</oasis:entry>  
         <oasis:entry colname="col2">1</oasis:entry>  
         <oasis:entry colname="col3">0</oasis:entry>  
         <oasis:entry colname="col4">1</oasis:entry>  
         <oasis:entry colname="col5">1</oasis:entry>  
         <oasis:entry colname="col6">7</oasis:entry>  
         <oasis:entry colname="col7">3</oasis:entry>  
         <oasis:entry colname="col8">43</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">13</oasis:entry>  
         <oasis:entry colname="col2">1</oasis:entry>  
         <oasis:entry colname="col3">1</oasis:entry>  
         <oasis:entry colname="col4">0</oasis:entry>  
         <oasis:entry colname="col5">0</oasis:entry>  
         <oasis:entry colname="col6">123</oasis:entry>  
         <oasis:entry colname="col7">95</oasis:entry>  
         <oasis:entry colname="col8"><bold>77</bold></oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">14</oasis:entry>  
         <oasis:entry colname="col2">1</oasis:entry>  
         <oasis:entry colname="col3">1</oasis:entry>  
         <oasis:entry colname="col4">0</oasis:entry>  
         <oasis:entry colname="col5">1</oasis:entry>  
         <oasis:entry colname="col6">23</oasis:entry>  
         <oasis:entry colname="col7">9</oasis:entry>  
         <oasis:entry colname="col8"><bold>39</bold></oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">15</oasis:entry>  
         <oasis:entry colname="col2">1</oasis:entry>  
         <oasis:entry colname="col3">1</oasis:entry>  
         <oasis:entry colname="col4">1</oasis:entry>  
         <oasis:entry colname="col5">0</oasis:entry>  
         <oasis:entry colname="col6">24</oasis:entry>  
         <oasis:entry colname="col7">16</oasis:entry>  
         <oasis:entry colname="col8"><bold>67</bold></oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">16</oasis:entry>  
         <oasis:entry colname="col2">1</oasis:entry>  
         <oasis:entry colname="col3">1</oasis:entry>  
         <oasis:entry colname="col4">1</oasis:entry>  
         <oasis:entry colname="col5">1</oasis:entry>  
         <oasis:entry colname="col6">6</oasis:entry>  
         <oasis:entry colname="col7">4</oasis:entry>  
         <oasis:entry colname="col8">67</oasis:entry>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup><?xmltex \end{scaleboxenv}?></oasis:table></table-wrap>

      <?xmltex \floatpos{t}?><fig id="Ch1.F5"><caption><p>Superposed measurements for 12 high-speed solar wind streams,
aligned at the time of onset (defined by the solar wind speed increasing
through 450 km s<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>) and covering the period from 5 days before to
15 days after the onset. Time series are truncated if a new high-speed stream or
enhanced solar proton fluxes arrive. First panel: hydrogen density in the
solar wind; second panel: solar wind speed; third panel: geomagnetic Kp
index; fourth panel: CNA at 54 MHz measured using MARA receivers; fifth
panel: heights and times of PMWE detections using MARA (coloured symbols and
left-hand axis) and the fraction of the events when PWME were observed each
24 h (black line, right-hand axis). Different colours and symbols (X, O)
indicate the different events; see Table 2. Black curves show averages over
all events.</p></caption>
        <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="angeo-2014-195-f05.pdf"/>

      </fig>

      <p>Energetic electron precipitation during HSS has been studied statistically
using satellite measurements by <xref ref-type="bibr" rid="bib1.bibx29" id="text.21"/>. Precipitation
starts abruptly as the solar wind speed increases sharply from below 400
to above 450 km s<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> as the HSS arrives at the Earth, and
remains elevated over at least 8 days. This gives us the possibility to
examine the PMWE–HSS relation further using the superposed epoch method. The
sources of HSS on the Sun are coronal holes – these are independent of the
sources of solar X-rays and solar protons which may or may not be present at
the same time. Coronal holes rotate with the Sun and can cause repeating HSS
at 27-day intervals. During 2012 and 2013, however, there was generally more
than one coronal hole present on the Sun and the interval between HSS was
much less. Altogether about 24 HSS arrivals (abrupt increases in solar wind
speed) could be found during our observation period, but not all are suitable
because of overlap with other kinds of disturbance or too soon arrival after
a previous HSS. We have identified 12 occasions during the 2012 and 2013
austral winter when distinct HSS arrived at the Earth (solar wind speed
increased abruptly from below 400 to more than 450 km s<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>); no other HSS
arrived and there were no elevated proton or X-ray fluxes for at least 4 days
before and after the HSS arrival. These are listed in Table 2, together with
the number of hours after the arrival before any other disturbance arrived.
In Fig. <xref ref-type="fig" rid="Ch1.F5"/>, for each event, we have plotted solar wind
density, solar wind speed, Kp index, cosmic-noise absorption (CNA – see next
section) and PMWE observations from 5 days before the HSS arrival and up to
15 days afterwards (the time series are truncated when a new disturbance
arrives). The PMWE occurrence rate curve superimposed on the lowest panel is
the number of events with PWME detected each day divided by the number of
events when observations were made (truncated when the number of undisturbed
events drops below four). There is a clear lack of PWME in the days before the
HSS arrival, particularly below 70 km altitude, followed by an abrupt
increase at the HSS arrival, with PWME at all heights from 56 to 75 km in the
first 4 days, and with PWME between 60 and 70 km continuing for up to 15 days.
This can be compared with the behaviour of the Kp index, which starts to
increase before the HSS arrival, and decreases again within 5 days to pre-HSS
levels. Also, the solar wind speed itself falls to pre-HSS levels before
the PMWE disappears. An obvious explanation is that Kp reacts most to the
initial disturbance associated with the co-rotating interaction region of
high solar wind density (Fig. <xref ref-type="fig" rid="Ch1.F5"/>, top panel) which
arrives ahead of the HSS. The initial disturbance can include precipitation
of auroral electrons (with energies of a few to a few tens of keV), which
will lead to increased conductivity and electric currents above 100 km
altitude, affecting the Kp index. PWME below 70 km altitude are affected
only by the higher-energy electron precipitation from the radiation belts
(<inline-formula><mml:math display="inline"><mml:mo>&gt;</mml:mo></mml:math></inline-formula>300 keV) which starts after the HSS onset <xref ref-type="bibr" rid="bib1.bibx29" id="paren.22"><named-content content-type="pre">e.g.</named-content></xref>
and continues for several days afterwards.</p>

<?xmltex \floatpos{t}?><table-wrap id="Ch1.T2"><caption><p>Dates and times of onset for HSS events used in Figs. 5, 9, 10 and
11. The number of hours after HSS onset which have been used in the analysis
is given in the second column. The third column shows the corresponding
line colour and symbol used in Fig. 5.</p></caption><oasis:table frame="topbot"><oasis:tgroup cols="3">
     <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:thead>
       <oasis:row rowsep="1">  
         <oasis:entry colname="col1">HSS event start</oasis:entry>  
         <oasis:entry colname="col2">Time extent</oasis:entry>  
         <oasis:entry colname="col3">Colour</oasis:entry>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row>  
         <oasis:entry colname="col1">12 Apr 2012 15:00 UT</oasis:entry>  
         <oasis:entry colname="col2">110 h</oasis:entry>  
         <oasis:entry colname="col3">red O</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">24 Apr 2012 10:00 UT</oasis:entry>  
         <oasis:entry colname="col2">320 h</oasis:entry>  
         <oasis:entry colname="col3">green O</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">04 Jun 2012 09:00 UT</oasis:entry>  
         <oasis:entry colname="col2">280 h</oasis:entry>  
         <oasis:entry colname="col3">dark-blue O</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">19 Aug 2012 08:00 UT</oasis:entry>  
         <oasis:entry colname="col2">120 h</oasis:entry>  
         <oasis:entry colname="col3">light-blue O</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">25 Aug 2012 02:00 UT</oasis:entry>  
         <oasis:entry colname="col2">220 h</oasis:entry>  
         <oasis:entry colname="col3">yellow O</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">27 Mar 2013 10:00 UT</oasis:entry>  
         <oasis:entry colname="col2">360 h</oasis:entry>  
         <oasis:entry colname="col3">magenta O</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">25 Apr 2013 10:00 UT</oasis:entry>  
         <oasis:entry colname="col2">120 h</oasis:entry>  
         <oasis:entry colname="col3">red X</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">01 Jun 2013 06:00 UT</oasis:entry>  
         <oasis:entry colname="col2">240 h</oasis:entry>  
         <oasis:entry colname="col3">green X</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">10 Jul 2013 08:00 UT</oasis:entry>  
         <oasis:entry colname="col2">180 h</oasis:entry>  
         <oasis:entry colname="col3">dark-blue X</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">18 Jul 2013 12:00 UT</oasis:entry>  
         <oasis:entry colname="col2">140 h</oasis:entry>  
         <oasis:entry colname="col3">light-blue X</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">25 Jul 2013 22:00 UT</oasis:entry>  
         <oasis:entry colname="col2">140 h</oasis:entry>  
         <oasis:entry colname="col3">yellow X</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">04 Aug 2013 17:00 UT</oasis:entry>  
         <oasis:entry colname="col2">110 h</oasis:entry>  
         <oasis:entry colname="col3">magenta X</oasis:entry>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup></oasis:table></table-wrap>

</sec>
<sec id="Ch1.S3">
  <title>PMWE observations, modelled electron and negative-ion density</title>
      <p>The association of PWME with HSS provides a possibility to estimate the
background electron density conditions and to examine whether PMWE
detectability is affected only by electron density or also by some other
process associated with daylight. To do this, we use energetic electron
fluxes based on the statistical study by <xref ref-type="bibr" rid="bib1.bibx29" id="text.23"/> to
estimate the relative energy distribution of the incoming precipitating
electron flux. This is used as input to a theoretical
ionization/ion-chemistry model which is used to calculate electron and
positive/negative-ion densities for a range of different total electron flux
levels. Theoretical CNA from the model is then compared with measured CNA to
estimate which flux level corresponds to a particular observation. A
description of the ion chemistry included and the method of calculating
ionization rates by energetic particles can be found in <xref ref-type="bibr" rid="bib1.bibx15" id="text.24"/>. The model uses the positive-ion scheme of <xref ref-type="bibr" rid="bib1.bibx35" id="text.25"/> (with four equivalent ions) and the negative-ion scheme of
<xref ref-type="bibr" rid="bib1.bibx37" id="text.26"/> (two equivalent ions). The underlying neutral
atmosphere model is MSIS00E
(<uri>http://ccmc.gsfc.nasa.gov/modelweb/atmos/msise.html</uri>;
<xref ref-type="bibr" rid="bib1.bibx8" id="altparen.27"/>). Ionization rates by energetic particles are calculated
according to <xref ref-type="bibr" rid="bib1.bibx32" id="text.28"/>. For the present work, further UV
ionization sources including nightglow have been added <xref ref-type="bibr" rid="bib1.bibx13" id="paren.29"><named-content content-type="pre">following</named-content></xref>. Note that the positive-ion chemistry and
UV sources are the same as in the model described in <xref ref-type="bibr" rid="bib1.bibx1" id="text.30"/>.</p>

<?xmltex \floatpos{t}?><table-wrap id="Ch1.T3"><caption><p>Characteristic energies for the exponential (<inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>E</mml:mi><mml:mn mathvariant="normal">1</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>) and power-law
tail (<inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>E</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>) parts for the flux-energy distribution of energetic electrons
(Eqs. 1 and 2) used to estimate electron density profiles. The three
alternatives are fits to the mean (“HSS-mean”), upper-quartile (“HSS-UQ”) and
lower-quartile (“HSS-LQ”) integral fluxes in the statistical study of
electron precipitation during HSS by <xref ref-type="bibr" rid="bib1.bibx29" id="text.31"/>.</p></caption><oasis:table frame="topbot"><oasis:tgroup cols="3">
     <oasis:colspec colnum="1" colname="col1" align="left"/>
     <oasis:colspec colnum="2" colname="col2" align="right"/>
     <oasis:colspec colnum="3" colname="col3" align="right"/>
     <oasis:thead>
       <oasis:row rowsep="1">  
         <oasis:entry colname="col1">Model</oasis:entry>  
         <oasis:entry colname="col2"><inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>E</mml:mi><mml:mn mathvariant="normal">1</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> keV</oasis:entry>  
         <oasis:entry colname="col3"><inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>E</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> keV</oasis:entry>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row>  
         <oasis:entry colname="col1">HSS-mean</oasis:entry>  
         <oasis:entry colname="col2">39.4</oasis:entry>  
         <oasis:entry colname="col3">4.36</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">HSS-UQ</oasis:entry>  
         <oasis:entry colname="col2">19.9</oasis:entry>  
         <oasis:entry colname="col3">3.70</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">HSS-LQ</oasis:entry>  
         <oasis:entry colname="col2">21.9</oasis:entry>  
         <oasis:entry colname="col3">2.27</oasis:entry>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup></oasis:table></table-wrap>

      <p>The statistical study of <xref ref-type="bibr" rid="bib1.bibx29" id="text.32"><named-content content-type="pre">e.g.</named-content></xref> provides integral
fluxes for energies <inline-formula><mml:math display="inline"><mml:mo>&gt;</mml:mo></mml:math></inline-formula> 30, <inline-formula><mml:math display="inline"><mml:mo>&gt;</mml:mo></mml:math></inline-formula> 100 and <inline-formula><mml:math display="inline"><mml:mo>&gt;</mml:mo></mml:math></inline-formula> 300 keV. In order to
estimate the relative flux-energy distribution, we have to assume some form of
the flux-energy spectrum. <xref ref-type="bibr" rid="bib1.bibx20" id="text.33"/> found that an
exponential form fits well to fluxes during HSS-like conditions between
30 and 200 keV. Other authors <xref ref-type="bibr" rid="bib1.bibx34" id="paren.34"><named-content content-type="pre">e.g.</named-content></xref> have proposed a
power-law form. Neither gives a close fit to the integral fluxes from
<xref ref-type="bibr" rid="bib1.bibx29" id="text.35"><named-content content-type="pre">e.g.</named-content></xref>, so we fit a two-component spectrum with an
exponential form below 100 keV and a power-law form above that. The downward
differential energy flux spectrum of the precipitating electrons has the
form

              <disp-formula specific-use="align" content-type="numbered"><mml:math display="block"><mml:mtable displaystyle="true"><mml:mlabeledtr id="Ch1.E1"><mml:mtd/><mml:mtd/><mml:mtd><mml:mrow><mml:mi>J</mml:mi><mml:mo>=</mml:mo><mml:msub><mml:mi>J</mml:mi><mml:mi mathvariant="normal">o</mml:mi></mml:msub><mml:mi>exp⁡</mml:mi><mml:mo>(</mml:mo><mml:mo>-</mml:mo><mml:mi>E</mml:mi><mml:mo>/</mml:mo><mml:msub><mml:mi>E</mml:mi><mml:mn mathvariant="normal">1</mml:mn></mml:msub><mml:mo>)</mml:mo><mml:mo>,</mml:mo><mml:mspace linebreak="nobreak" width="1em"/><mml:mi>E</mml:mi><mml:mo>&lt;</mml:mo><mml:mn>100</mml:mn><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mtext>keV</mml:mtext><mml:mo>,</mml:mo></mml:mrow></mml:mtd></mml:mlabeledtr><mml:mlabeledtr id="Ch1.E2"><mml:mtd/><mml:mtd/><mml:mtd><mml:mrow><mml:mi>J</mml:mi><mml:mo>=</mml:mo><mml:mi>A</mml:mi><mml:msub><mml:mi>J</mml:mi><mml:mi mathvariant="normal">o</mml:mi></mml:msub><mml:msup><mml:mi>E</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:msub><mml:mi>E</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:msup><mml:mo>,</mml:mo><mml:mspace width="1em" linebreak="nobreak"/><mml:mi>E</mml:mi><mml:mo>&gt;</mml:mo><mml:mn>100</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mtext>keV</mml:mtext><mml:mo>,</mml:mo></mml:mrow></mml:mtd></mml:mlabeledtr></mml:mtable></mml:math></disp-formula>

          where <inline-formula><mml:math display="inline"><mml:mi>J</mml:mi></mml:math></inline-formula> is the downward flux, <inline-formula><mml:math display="inline"><mml:mi>E</mml:mi></mml:math></inline-formula> is electron energy in keV, and <inline-formula><mml:math display="inline"><mml:mi>A</mml:mi></mml:math></inline-formula> is a
constant which matches the two expressions at <inline-formula><mml:math display="inline"><mml:mi>E</mml:mi></mml:math></inline-formula>=100 keV. The values of
<inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>E</mml:mi><mml:mn mathvariant="normal">1</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>E</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> for fits to the mean (HSS-mean), lower-quartile (HSS-LQ) and
upper-quartile (HSS-UQ) integral fluxes in <xref ref-type="bibr" rid="bib1.bibx29" id="text.36"/> (first day
after HSS onset, at <inline-formula><mml:math display="inline"><mml:mrow><mml:mi>L</mml:mi><mml:mo>=</mml:mo><mml:mn mathvariant="normal">5</mml:mn></mml:mrow></mml:math></inline-formula>) are shown in Table 3. <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>J</mml:mi><mml:mi mathvariant="normal">o</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> is varied to achieve
agreement with observed CNA. We here show results primarily using the
HSS-mean form – calculations using the HSS-UQ and HSS-LQ forms have also been
made and are used in estimating uncertainties in the results. Further
description of the modelling can be found in <xref ref-type="bibr" rid="bib1.bibx19" id="text.37"/>,
which employs the same ionization/ion-chemistry model used here, and the
HSS-mean form, together with <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>J</mml:mi><mml:mi mathvariant="normal">o</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> corresponding to the integral fluxes in
<xref ref-type="bibr" rid="bib1.bibx29" id="text.38"/>, to calculate the mean daily and seasonal variation
in CNA which can be expected during HSS. <xref ref-type="bibr" rid="bib1.bibx19" id="text.39"/>
demonstrate good agreement with the mean HSS response observed by riometers
<xref ref-type="bibr" rid="bib1.bibx14" id="paren.40"/>, which adds confidence for our use of this model.</p>
      <p>Instantaneous and/or local precipitating electron fluxes can typically be an
order of magnitude different from mean fluxes, so we cannot use mean fluxes
for comparison with PWME. Fortunately, the MARA radar can also be used to
measure CNA. Measurements of received power at times when no echoes from the
transmitted signal are expected provide continuous monitoring of the cosmic-noise background (there is a small contribution from internal system
noise,
but this amount is known and can removed). The quiet-day cosmic-noise level
is determined by binning 20 days of noise measurements into 10 min
intervals of sidereal time. The undisturbed level is taken as the upper
quartile in each bin, and is interpolated to the observation times. CNA is
then the ratio of the quiet level to the instantaneous noise level. MARA has
two separate antenna fields connected to separate receivers (one is used for
reception only, and one for both transmission and reception). This allows for two
independent estimates of CNA. Differences between simultaneous estimates have
a mean of 0.00 dB and standard deviation of 0.10 dB. This means that the standard
deviations of estimates from each antenna field are 0.07 dB. Examples of CNA
measured by MARA are shown by the white lines superimposed on the lowest
heights in the colour panels in Fig. <xref ref-type="fig" rid="Ch1.F1"/> and for the
HSS examples in Fig. <xref ref-type="fig" rid="Ch1.F5"/>. CNA measurements can be used,
together with the ion-chemistry model for the particular location and time,
to scale the precipitating electron fluxes to give appropriate instantaneous
and local estimates of electron density profiles, assuming only that the
shape of the flux-energy spectrum is preserved, while the overall level
increases or decreases. In practice, the ionization/ion-chemistry model is
used to calculate a set of electron density and CNA estimates for several
flux levels, for the location and time of interest. The measured CNA is then
used to interpolate between the results for the different flux levels. The
technique can be applied to any location where CNA measurements are
available.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F6"><caption><p>PMWE and CNA observations and modelled and observed electron densities
on 21 March 2013. Top panel shows PMWE (black circles) and 54 MHz CNA (white
line) observations by the MARA radar in Antarctica, superimposed on modelled
electron densities (colour scale). Middle panel shows PWME (black circles)
observed by the ESRAD radar in Kiruna, Arctic Sweden, and 38 MHz CNA (white
line) observations from a riometer in Kiruna, superimposed on modelled
electron densities. In the top two panels, 1 dB CNA corresponds to 5 km on
the height axis. Bottom panel shows electron density/PMWE measurements by the
EISCAT VHF radar, 200 km north of Kiruna. The narrow yellow/red layer close
to 10:00 UT/65 km is PMWE; elsewhere the colour scale shows electron density
(scale for electron densities is log<inline-formula><mml:math display="inline"><mml:msub><mml:mi/><mml:mn>10</mml:mn></mml:msub></mml:math></inline-formula> m<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">3</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>).</p></caption>
        <?xmltex \igopts{width=199.169291pt}?><graphic xlink:href="angeo-2014-195-f06.jpg"/>

      </fig>

      <?xmltex \floatpos{t}?><fig id="Ch1.F7"><caption><p>Solar wind speed and flux of <inline-formula><mml:math display="inline"><mml:mo>&gt;</mml:mo></mml:math></inline-formula> 10 MeV protons from the OMNI 2
data set (<uri>http://omniweb.gsfc.nasa.gov/</uri>) between 16 and 25 March 2013. The yellow
area corresponds to the model/observation period in Fig. 6. </p></caption>
        <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="angeo-2014-195-f07.pdf"/>

      </fig>

      <p>As a demonstration and test of the method of electron density estimation,
Fig. <xref ref-type="fig" rid="Ch1.F6"/> shows an example where we have used
the “HSS-mean” form of the flux-energy spectrum of precipitating electrons
from Table 3, scaled using CNA measured by MARA to estimate the electron
densities at Troll, and using CNA measured in Kiruna, Sweden (68<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N,
21<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> E; 65<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N geomagnetic), to estimate electron densities for
comparison with the nearby EISCAT incoherent-scatter radar site
(70<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N, 20<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> E; 66<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> N geomagnetic), where, on this occasion, direct
observations of electron density were made. PMWE observations by MARA at
Troll and by the VHF radar ESRAD in Kiruna are also indicated (black
circles). This method is only applicable when the HSS-associated high-energy
electron precipitation dominates the CNA response, so we apply it only after
the arrival of the HSS. Figure <xref ref-type="fig" rid="Ch1.F7"/> shows that the
measurement period occurred 5 days after the arrival of an HSS, and there
were no significant fluxes of solar protons. In Fig. <xref ref-type="fig" rid="Ch1.F6"/>,
as might be expected for HSS-initiated electron precipitation, the behaviour is
clearly similar but not exactly synchronous between the Arctic and
Antarctic locations – both are at similar
geomagnetic latitudes, but Troll is about 3 h behind Kiruna in magnetic
local time. The date of the observations is close to equinox, so the daily
variation in the solar illumination is similar at both locations. Both show
clear day–night differences below 75 km, where the effects of negative ions
strongly reduce electron densities at night, with PWME confined to the
intervals of higher electron density during daytime. Finally,
Fig. <xref ref-type="fig" rid="Ch1.F8"/> compares height profiles at two
time intervals, where different forms of the flux-energy spectrum have been
used for the electron density estimate (solid line: HSS-mean; dashed line:
HSS-UQ; dotted line: HSS-LQ). Here the differences which come from using
different spectral forms can be seen with the HSS-LQ form, which is “harder”,
i.e. a bigger proportion of electrons at higher energies, resulting in
electron densities which are higher at low altitude and lower at higher
altitude compared to the other forms. All spectral forms, however, result in
reasonable agreement between the modelled electron densities and the
observations at EISCAT (Fig. <xref ref-type="fig" rid="Ch1.F8"/>), at
least for electron densities above <inline-formula><mml:math display="inline"><mml:mrow><mml:msup><mml:mn>10</mml:mn><mml:mn mathvariant="normal">9</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula> m<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">3</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>. Unfortunately, EISCAT
does not have sufficient sensitivity to measure lower electron densities than
this.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F8"><caption><p>Comparison of modelled and measured electron densities
on 21 March 2013; median values at 11:45–12:15 UT (left-hand panel)
and 09:15–10:15 UT (right-hand panel). Black lines show model results based on
measured CNA and the HSS-mean model (solid lines), the HSS-UQ model
(dashed lines) and the HSS-LQ model (dotted lines). HSS models are as
defined in Eqs. (1) and (2) and Table 3. Red lines show measurements from the
EISCAT VHF radar. </p></caption>
        <?xmltex \igopts{width=241.848425pt}?><graphic xlink:href="angeo-2014-195-f08.pdf"/>

      </fig>

      <p>Electron density estimates as in Fig. <xref ref-type="fig" rid="Ch1.F6"/>
have been computed for all of the 12 HSS events shown in
Fig. <xref ref-type="fig" rid="Ch1.F5"/> and Table 2. This comprises 95 days (between 4 and
15 days per event) out of the 453 days of MARA observations between March and
October in 2012 and 2013. PWME were detected on 67 of the 95 days. Statistics
of the relationship between PMWE occurrence, modelled electron density
(<inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>N</mml:mi><mml:mi mathvariant="normal">e</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>) and solar zenith angle are summarized in
Fig. <xref ref-type="fig" rid="Ch1.F9"/>. The results are also shown in relation to the
modelled ratio of negative ions to electrons (<inline-formula><mml:math display="inline"><mml:mrow><mml:msup><mml:mi>N</mml:mi><mml:mo>-</mml:mo></mml:msup><mml:mo>/</mml:mo><mml:msub><mml:mi>N</mml:mi><mml:mi mathvariant="normal">e</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>), as this parameter
is also expected to have an influence on the strength of radar echoes
<xref ref-type="bibr" rid="bib1.bibx36" id="paren.41"><named-content content-type="pre">see e.g.</named-content></xref>. White areas in the panels in
Fig. <xref ref-type="fig" rid="Ch1.F9"/> show <inline-formula><mml:math display="inline"><mml:mrow><mml:msup><mml:mi>N</mml:mi><mml:mo>-</mml:mo></mml:msup><mml:mo>/</mml:mo><mml:msub><mml:mi>N</mml:mi><mml:mi mathvariant="normal">e</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>–<inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>N</mml:mi><mml:mi mathvariant="normal">e</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> combinations which
were not present in the data set, and dark blue areas indicate <inline-formula><mml:math display="inline"><mml:mrow><mml:msup><mml:mi>N</mml:mi><mml:mo>-</mml:mo></mml:msup><mml:mo>/</mml:mo><mml:msub><mml:mi>N</mml:mi><mml:mi mathvariant="normal">e</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>–<inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>N</mml:mi><mml:mi mathvariant="normal">e</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>
combinations which were present, but no PWME were observed in those conditions. The colour scale shows the rate at which PWME were
observed in all other conditions. Negative solar zenith angles indicate
pre-noon conditions, and positive values indicate post-noon. In darkness (solar zenith
angle <inline-formula><mml:math display="inline"><mml:mo>&gt;</mml:mo></mml:math></inline-formula> 98<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> or <inline-formula><mml:math display="inline"><mml:mrow><mml:mo>&lt;</mml:mo><mml:mo>-</mml:mo></mml:mrow></mml:math></inline-formula> 98<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>) it is clear that high <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>N</mml:mi><mml:mi mathvariant="normal">e</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>
(<inline-formula><mml:math display="inline"><mml:mrow><mml:mo>&gt;</mml:mo><mml:msup><mml:mn>10</mml:mn><mml:mrow><mml:mn mathvariant="normal">3</mml:mn><mml:mo>-</mml:mo><mml:mn mathvariant="normal">4</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> cm<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">3</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>) and low <inline-formula><mml:math display="inline"><mml:mrow><mml:msup><mml:mi>N</mml:mi><mml:mo>-</mml:mo></mml:msup><mml:mo>/</mml:mo><mml:msub><mml:mi>N</mml:mi><mml:mi mathvariant="normal">e</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> (<inline-formula><mml:math display="inline"><mml:mrow><mml:mo>&lt;</mml:mo><mml:msup><mml:mn>10</mml:mn><mml:mn mathvariant="normal">1</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula> cm<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">3</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>) allow PWME to
appear. Although not apparent from Fig. <xref ref-type="fig" rid="Ch1.F9"/>, in
practice almost all (92 %) of the PWME observed in darkness were at heights
above 70 km. In daytime (solar zenith angle between <inline-formula><mml:math display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn>90</mml:mn></mml:mrow></mml:math></inline-formula><inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> and
<inline-formula><mml:math display="inline"><mml:mrow><mml:mo>+</mml:mo><mml:mn>90</mml:mn></mml:mrow></mml:math></inline-formula><inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>), PWME were observed in almost all kinds of conditions
(<inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>N</mml:mi><mml:mi mathvariant="normal">e</mml:mi></mml:msub><mml:mo>&gt;</mml:mo><mml:msup><mml:mn>10</mml:mn><mml:mn mathvariant="normal">1</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula> cm<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">3</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> and <inline-formula><mml:math display="inline"><mml:mrow><mml:msup><mml:mi>N</mml:mi><mml:mo>-</mml:mo></mml:msup><mml:mo>/</mml:mo><mml:msub><mml:mi>N</mml:mi><mml:mi mathvariant="normal">e</mml:mi></mml:msub><mml:mo>&lt;</mml:mo><mml:mn mathvariant="normal">3</mml:mn><mml:mo>×</mml:mo><mml:msup><mml:mn>10</mml:mn><mml:mn mathvariant="normal">3</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula> cm<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">3</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>). In twilight (solar zenith
between <inline-formula><mml:math display="inline"><mml:mn>90</mml:mn></mml:math></inline-formula> and <inline-formula><mml:math display="inline"><mml:mn>98</mml:mn></mml:math></inline-formula><inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>), there was a substantial asymmetry
between dawn and dusk, with PWME during dawn being confined to the same
<inline-formula><mml:math display="inline"><mml:mrow><mml:msup><mml:mi>N</mml:mi><mml:mo>-</mml:mo></mml:msup><mml:mo>/</mml:mo><mml:msub><mml:mi>N</mml:mi><mml:mi mathvariant="normal">e</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>–<inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>N</mml:mi><mml:mi mathvariant="normal">e</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> conditions as at night, whereas during dusk, PMWE prevalence
was similar to daytime.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F9" specific-use="star"><caption><p>PMWE detection rates at heights of 50–80 km, as a function of modelled
electron density and modelled ratio of negative ion to electron density:
(first panel) morning darkness, (second panel) morning twilight, (third panel) daylight,
(fourth panel) evening twilight, and (fifth panel) evening darkness. Colour scale is log<inline-formula><mml:math display="inline"><mml:msub><mml:mi/><mml:mn>10</mml:mn></mml:msub></mml:math></inline-formula> of the PMWE
detection rate. White areas indicate conditions not present at any time
during the modelled events.</p></caption>
        <?xmltex \igopts{width=497.923228pt}?><graphic xlink:href="angeo-2014-195-f09.pdf"/>

      </fig>

</sec>
<sec id="Ch1.S4">
  <title>Discussion</title>
      <p>Our results show that PWME are detected by MARA in conditions when ionization
rates are increased by the precipitation of high-energy electrons from the
radiation belts, which is triggered by the arrival of high-speed solar wind
streams. In order for PWME to be detected by the radar, they have to be
strong enough to exceed the noise level of the measurements. Several factors
affect the strength of any radar echo from the mesosphere. Basically there
must be fluctuations in the vertical profile of radar refractive index with a
component at half the radar wavelength, i.e. 3 m scale size for a 50 MHz
radar. Free electrons are the major contributor to refractive index at
mesospheric heights, so this means that 3 m scale fluctuations in electron
density are needed. Precipitating high-energy electrons provide only a
relatively smoothly varying height profile of electron density, and three
different processes have been suggested which can lead to fluctuations at 3 m
scale – turbulence in the neutral gas, acoustic waves and dust/aerosol
layers. In the first two cases, fluctuations in neutral density are passed on
to the ions present by collisions, and any free electrons are constrained to
follow fluctuations in ion density to maintain charge balance. Dust/aerosol
layers, on the other hand, can be electrically charged, passing on charge
density variations, both small-scale fluctuations and sharp vertical
gradients, directly to the electron gas (again to maintain charge balance).</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F10"><caption><p>Theoretically expected and observed PMWE volume reflectivities as a
function of modelled electron density and modelled ratio of negative ion to
electron density. Theoretical estimates are for turbulence due to wind shear
assuming a turbulent energy dissipation rate of 100 mW kg<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> and buoyancy
frequency of 0.02 rad s<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>.</p></caption>
        <?xmltex \igopts{width=213.395669pt}?><graphic xlink:href="angeo-2014-195-f10.pdf"/>

      </fig>

      <?xmltex \floatpos{t}?><fig id="Ch1.F11" specific-use="star"><caption><p>Theoretically expected and observed PMWE volume reflectivities as a
function of solar zenith angle and height. Theoretical estimates are for
turbulence due to wind shear assuming a turbulent energy dissipation rate of
100 mW kg<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> and buoyancy frequency of 0.02 rad s<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>.</p></caption>
        <?xmltex \igopts{width=412.564961pt}?><graphic xlink:href="angeo-2014-195-f11.pdf"/>

      </fig>

      <p>In the case of neutral turbulence caused by wind shear, the theory of the
relationship between radar volume reflectivity and turbulence and plasma
parameters is well developed. For example, following the work of
<xref ref-type="bibr" rid="bib1.bibx10" id="text.42"/>, <xref ref-type="bibr" rid="bib1.bibx11" id="text.43"/> and
<xref ref-type="bibr" rid="bib1.bibx12" id="text.44"/>, it can be shown that volume reflectivity depends
on the atmospheric density, temperature, turbulent energy dissipation rate,
the ratio of free electrons to negative ions, and the square of the electron
density and electron density gradient (a detailed derivation and discussion
can be found in Stebel et al., 2004). In order to further interpret the
relationships we have found between PWME and <inline-formula><mml:math display="inline"><mml:mrow><mml:msup><mml:mi>N</mml:mi><mml:mo>-</mml:mo></mml:msup><mml:mo>/</mml:mo><mml:msub><mml:mi>N</mml:mi><mml:mi mathvariant="normal">e</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>N</mml:mi><mml:mi mathvariant="normal">e</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> in our
observations, it is useful to compare our observations with theoretical
predictions made on the basis of this turbulence theory. Our electron
density/ion-chemistry model, together with the underlying neutral atmosphere model
MSIS00E <xref ref-type="bibr" rid="bib1.bibx8" id="paren.45"/>, provides all necessary input parameters
except the level of turbulence and the buoyancy frequency. For the turbulent
energy dissipation rate we assume 100 mW kg<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>, which is at the upper end
of values observed in the winter high-latitude mesosphere
<xref ref-type="bibr" rid="bib1.bibx27" id="paren.46"><named-content content-type="pre">e.g.</named-content></xref>. For buoyancy frequency we adopt a typical
value of 0.02 rad s<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>. Results are shown in Figs. <xref ref-type="fig" rid="Ch1.F10"/>
and <xref ref-type="fig" rid="Ch1.F11"/>. It is immediately obvious that theoretical
predictions of PMWE volume reflectivity based on the turbulence theory are
several orders of magnitude less than those observed, except for the highest
electron densities (Fig. <xref ref-type="fig" rid="Ch1.F10"/>), which correspond to the highest PMWE heights
(Fig. <xref ref-type="fig" rid="Ch1.F11"/>), above 75 km, where PWME are present only
in twilight or during the night. The strong dependence of volume reflectivity on
<inline-formula><mml:math display="inline"><mml:mrow><mml:msup><mml:mi>N</mml:mi><mml:mo>-</mml:mo></mml:msup><mml:mo>/</mml:mo><mml:msub><mml:mi>N</mml:mi><mml:mi mathvariant="normal">e</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>N</mml:mi><mml:mi mathvariant="normal">e</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>, which is predicted by the theory, is simply not observed
for the daytime PWME. If the theoretical predictions in the upper panels of
Figs. <xref ref-type="fig" rid="Ch1.F10"/> and <xref ref-type="fig" rid="Ch1.F11"/> were correct,
PWME would be detected only where the theoretical predictions are plotted as
orange or red.</p>
      <p>It is possible that the theoretical predictions could be underestimated due
to the possibility of a harder energy-flux spectrum (HSS-LQ rather than
HSS-mean), as well as underestimates of the CNA (standard deviation 0.07 dB).
However, calculations using the HSS-LQ spectral form, and increasing CNA
values by 0.07 dB (not shown), result in increases in predicted volume
reflectivity which are relatively small – about 20 % for <inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="italic">η</mml:mi><mml:mo>&gt;</mml:mo><mml:msup><mml:mn>10</mml:mn><mml:mrow><mml:mo>-</mml:mo><mml:mn>16</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula>,
increasing to a factor of 4 at <inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="italic">η</mml:mi><mml:mo>&gt;</mml:mo><mml:msup><mml:mn>10</mml:mn><mml:mrow><mml:mo>-</mml:mo><mml:mn>17</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> and a factor of 10 at <inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="italic">η</mml:mi><mml:mo>&gt;</mml:mo><mml:msup><mml:mn>10</mml:mn><mml:mrow><mml:mo>-</mml:mo><mml:mn>19</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula>. This could bring PWME to detectable levels, where the theoretical
volume reflectivities in the upper panels of Figs. <xref ref-type="fig" rid="Ch1.F10"/>
and <xref ref-type="fig" rid="Ch1.F11"/> are shown as yellow, as well as orange or red.
But this is not enough to remove the several-orders-of-magnitude discrepancy
between theory and observation at high <inline-formula><mml:math display="inline"><mml:mrow><mml:msup><mml:mi>N</mml:mi><mml:mo>-</mml:mo></mml:msup><mml:mo>/</mml:mo><mml:msub><mml:mi>N</mml:mi><mml:mi mathvariant="normal">e</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and low <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>N</mml:mi><mml:mi mathvariant="normal">e</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>.</p>
      <p>The lack of sensitivity to <inline-formula><mml:math display="inline"><mml:mrow><mml:msup><mml:mi>N</mml:mi><mml:mo>-</mml:mo></mml:msup><mml:mo>/</mml:mo><mml:msub><mml:mi>N</mml:mi><mml:mi mathvariant="normal">e</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>N</mml:mi><mml:mi mathvariant="normal">e</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> in the observations shown by
Fig. <xref ref-type="fig" rid="Ch1.F10"/> illustrates well that PWME are likely not
due to neutral turbulence alone. If PWME were caused solely by damped
ion-acoustic waves as suggested in <xref ref-type="bibr" rid="bib1.bibx21" id="text.47"/>, we would
expect their strength to be strongly dependent on the electron density and
the negative ion / electron ratio, in the same way as for turbulence theory.
Apart from the lack of <inline-formula><mml:math display="inline"><mml:mrow><mml:msup><mml:mi>N</mml:mi><mml:mo>-</mml:mo></mml:msup><mml:mo>/</mml:mo><mml:msub><mml:mi>N</mml:mi><mml:mi mathvariant="normal">e</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>N</mml:mi><mml:mi mathvariant="normal">e</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> dependence, there is also a
problem in explaining the asymmetry between dawn and dusk shown in
Fig. <xref ref-type="fig" rid="Ch1.F9"/>, the absence of PWME above 75 km during the day, or
the almost complete absence of radar echoes below 80 km altitude during
summer. There is nothing in turbulence/ion-acoustic wave theory which could
comfortably explain all of these features.</p>
      <p>A possible explanation is the presence of charged dust or other aerosol
particles, together with turbulence or acoustic waves. Modelling work by
<xref ref-type="bibr" rid="bib1.bibx28" id="text.48"/> and <xref ref-type="bibr" rid="bib1.bibx2" id="text.49"/> suggests that
substantial amounts of meteoric smoke particles (MSP) accumulate in the
high-latitude winter mesosphere (concentrations of several thousand per cubic centimetre).
The MSP are transported from upper mesosphere heights over the whole globe
and downward into the lower polar winter mesosphere by global-scale wind
systems. In summer, in contrast, upward motion effectively empties the lower
polar mesosphere of MSP. More recent satellite extinction measurements
support these model predictions <xref ref-type="bibr" rid="bib1.bibx9" id="paren.50"/>. Sounding-rocket
measurements at Arctic latitudes have found evidence for the presence of
significant amounts of charged MSP – concentrations during up to
3000 cm<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">3</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> during night-time and 300 cm<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">3</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> during daytime have been found
<xref ref-type="bibr" rid="bib1.bibx33" id="paren.51"><named-content content-type="pre">e.g.</named-content></xref>. The effect of charged aerosol in the
mesosphere on radar reflectivity was examined theoretically by
<xref ref-type="bibr" rid="bib1.bibx39" id="text.52"/>. Although the latter paper was primarily
concerned with PMSE rather than PWME, the theoretical expressions are
applicable to both. The most important results are that radar volume
reflectivity can be expected to be substantially enhanced by the presence of
positively or negatively charged MSP, and that the reflectivity increases
with increasing <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>N</mml:mi><mml:mi mathvariant="normal">e</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> only when <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>N</mml:mi><mml:mi mathvariant="normal">e</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> is much less than the density of
charged dust. Otherwise, the charged dust density and particle size are the
main controlling factors for the reflectivity (together with turbulence and
background neutral atmosphere conditions).</p>
      <p>The most directly relevant in situ observations for our present study are
those made by two sounding rockets launched from Arctic Norway reported by
<xref ref-type="bibr" rid="bib1.bibx33" id="text.53"/>. One rocket was launched during night-time and one
during daytime, on 11 and 13 October 2011, respectively. Although not
mentioned in Robertson et al. (2014), both launches were after the arrival of an HSS
and the ESRAD radar, 240 km south-west of the launch site, observed PWME
during daytime on the 12 and 13 October, so conditions were relevant for our
study. <xref ref-type="bibr" rid="bib1.bibx33" id="text.54"/> found distinct differences for heights
below about 75 km and above that height. Above about 75 km, no positive
MSP were detected and negative MSP were present with densities up to
300 cm<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">3</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> at night but only about 100 cm<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">3</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> during daytime. Below 75 km,
negative and positive MSP were present in approximately equal large numbers
up to 3000 cm<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">3</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> at night but were much less abundant and in unequal
numbers during the day, with at least an order of magnitude more positive MSP
(up to 300 cm<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">3</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>) than negative MSP.</p>
      <p>Careful examination of the distribution of PWME in
Fig. <xref ref-type="fig" rid="Ch1.F11"/> indicates a similar difference in behaviour above
and below about 75 km altitude. Above 75 km, PWME are seen during the night or
twilight but rarely during the day. Below 75 km, the opposite holds –
PWME are seen only during the day or twilight, and not at night. This suggests
that PWME above 75 km are caused by negative MSP, with the absence of
PWME above 75 km during the day due to smaller numbers of negative MSP in the daytime.
PWME below 75 km would then correspond to positive MSP. The absence of
PWME
below 75 km at night might be explained by electron scavenging by the MSP,
which can deplete the electron density to very low levels, even below those
due to night-time (molecular) negative-ion formation
<xref ref-type="bibr" rid="bib1.bibx7 bib1.bibx3 bib1.bibx33" id="paren.55"><named-content content-type="pre">e.g.</named-content></xref>. Above 75 km
at night, (molecular) negative ions are not as important, so electron density
can remain at higher levels. During daytime, negatively charged MSP are
likely to be discharged by photoemission. This, together with the absence of
(molecular) negative ions, allows electron density to remain high, and the
availability of positive MSP (below 75 km) will lead to strong PWME.
Depending on the time constants of the processes controlling changeovers from
night to day and day to night conditions, an explanation might be found for
the asymmetry of PWME between dawn and dusk, but so far those time constants
are not known.</p>
      <p>Altogether, consideration of the possible role of MSP can explain several
aspects of the observed PMWE behaviour. The strong seasonality of MSP offers
an immediate explanation for the seasonality of PWME. Thin layers have been
observed in the charged dust <xref ref-type="bibr" rid="bib1.bibx33" id="paren.56"><named-content content-type="pre">e.g.</named-content></xref>, which could
explain the layered appearance of PWME (in addition to the layered nature of
turbulence or acoustic sources). The apparent lack of sensitivity to <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>N</mml:mi><mml:mi mathvariant="normal">e</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>
during daytime can be explained by <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>N</mml:mi><mml:mi mathvariant="normal">e</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> higher than charged MSP
concentrations. The contrasting day–night differences above and below 75 km
height can be explained by differences in MSP number densities and electron
scavenging below 75 km by both MSP and negative ions at night. There is,
however, no clear explanation for the lack of PWME above 80 km height. Some
observations suggest maximum concentrations of charged MSP at about 85 km
<xref ref-type="bibr" rid="bib1.bibx7" id="paren.57"><named-content content-type="pre">e.g.</named-content></xref>, although direct night-time observations show a
sharp reduction above 80 km <xref ref-type="bibr" rid="bib1.bibx33" id="paren.58"/>. Model results
suggest that only the smaller MSP (<inline-formula><mml:math display="inline"><mml:mo>&lt;</mml:mo></mml:math></inline-formula> 5 nm radius) should be present above
80 km height <xref ref-type="bibr" rid="bib1.bibx28" id="paren.59"/>, which would also reduce the radar
reflectivity.</p>
      <p>Although we have found a lack of PMWE sensitivity to <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>N</mml:mi><mml:mi mathvariant="normal">e</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> during daytime,
there is quite clearly a sensitivity to disturbed conditions since PWME
appear preferentially in the days following the arrival of HSS. It is
possible that this is due to changes in dust charging rather than the
(sometimes very small) increase in electron density due to precipitating
electrons. This would apply if the lifetime of dust charge is much longer
than the ion–electron/ion–ion recombination times. Dust charging and
recombination might also be influenced by changes in neutral chemistry (e.g.
NO<inline-formula><mml:math display="inline"><mml:msub><mml:mi/><mml:mi>x</mml:mi></mml:msub></mml:math></inline-formula>) which are caused by energetic electron precipitation.</p>
</sec>
<sec id="Ch1.S5" sec-type="conclusions">
  <title>Conclusions</title>
      <p>A small 54 MHz wind-profiler radar, MARA, operated during two complete
Antarctic winters in 2012 and 2013 at Troll, Antarctica (72<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> S,
2.5<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> E; 63<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> S geomagnetic). PWME, at heights of 55–80 km, were
observed on 60 % of all winter days (from March to October). Above 75 km
height, PWME appear at night and during twilight. Below 75 km they appear
only during daytime or evening twilight. We find a close correlation between
the onset of PWME and the arrival of HSS. PWME appear at heights as low
as 56 km immediately following the HSS arrival, clearly demonstrating direct
effects of the HSS at those heights. Once initiated, PWME appear on
consecutive days for up to 15 days, which is 7 days longer than it has so far
been reported that HSS effects on energetic electron precipitation persist,
on the basis of satellite instruments <xref ref-type="bibr" rid="bib1.bibx29" id="paren.60"><named-content content-type="pre">e.g.</named-content></xref>. The
persistence of energetic electron precipitation after HSS arrival, including
during times when Kp and solar wind speed fall back to low levels, can
explain at least part of the 44 % occurrence rate of PWME even in the
absence of enhanced Kp, solar wind speed, proton flux or X-ray flux (Table 1,
row 1).</p>
      <p>A model of ionization profiles due to typical energetic electron
precipitation during HSS is used together with local observations of CNA to
estimate the electron density and ion-chemistry conditions during PWME. If
PWME were due to irregularities in neutral density caused by turbulence or
acoustic waves (without charged aerosol), a strong dependence of PMWE volume
reflectivity on electron density and the ratio of negative ion to electron
density would be expected. This is not observed.</p>
      <p>Consideration of observed characteristics of charged dust particles in the
winter mesosphere shows that this is a reasonable candidate to explain many
of the climatological characteristics of PWME. In this case, PWME above
75 km are enhanced by negatively charged dust. The absence of PWME
above 75 km during the day may be due to reduction in the amount of negative dust by
photoelectric emission. PWME below 75 km are likely enhanced by positively
charged dust. Below 75 km at night, electrons are likely scavenged by both
dust and negative ions, leading to too low electron density for detectable
PWME. The appearance of PWME following the arrival of HSS may be due to
changes in dust charging as a result of energetic electron precipitation.</p>
      <p>Further observations of PWME, including comparison of characteristics between
the Arctic and Antarctica, particularly with more sensitive radars, offer the
possibility of tracking dust climatology and thus understanding more about the
global circulation in the mesosphere.</p>
      <p>The observations of PWME presented here clearly demonstrate the direct
penetration of effects from HSS down to 55 km height or lower in the polar
regions. Earlier publications have shown PWME resulting from solar proton
precipitation. Once the role of dust is better understood, PWME can easily be
used to track year-to-year variability in the prevalence of HSS and solar
proton influence on this part of the atmosphere.
<?xmltex \hack{\newpage}?></p>
</sec>

      
      </body>
    <back><ack><title>Acknowledgements</title><p>Measurements with MARA at Troll were supported by Swedish Polar Research
Secretariat and Norwegian Polar Institute. This research was partly
funded by the Swedish Research Council (grant 621-2010-3218) and the Knut and
Alice Wallenberg Foundation, Sweden. EISCAT is an international association
supported by research organizations in China (CRIRP), Finland (SA), Japan
(NIPR and STEL), Norway (NFR), Sweden (VR) and the United Kingdom (NERC).<?xmltex \hack{\newline}?><?xmltex \hack{\hspace*{4mm}}?> The topical editor C. Jacobi thanks two anonymous referees for help in evaluating this paper.</p></ack><ref-list>
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