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  <front>
    <journal-meta>
<journal-id journal-id-type="publisher">AP</journal-id>
<journal-title-group>
<journal-title>ASTRA Proceedings</journal-title>
<abbrev-journal-title abbrev-type="publisher">AP</abbrev-journal-title>
<abbrev-journal-title abbrev-type="nlm-ta">ASTRA Proc.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">2199-3963</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/ap-2-5-2015</article-id><title-group><article-title>Observation of the Cosmic-Ray Shadow of the Moon and Sun with IceCube</article-title>
      </title-group><?xmltex \runningtitle{Cosmic-Ray Shadow of the Moon and Sun with IceCube}?><?xmltex \runningauthor{F.~Bos et al.}?>
      <contrib-group>
        <contrib contrib-type="author" corresp="yes" rid="aff1 aff4">
          <name><surname>Bos</surname><given-names>F.</given-names></name>
          <email>fabian.bos@icecube.wisc.edu</email>
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff1 aff4">
          <name><surname>Tenholt</surname><given-names>F.</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff1 aff4">
          <name><surname>Becker Tjus</surname><given-names>J.</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff2 aff3 aff4">
          <name><surname>Westerhoff</surname><given-names>S.</given-names></name>
          
        </contrib>
        <aff id="aff1"><label>1</label><institution>Department of Physics, Ruhr-Universität Bochum, 44801 Bochum, Germany</institution>
        </aff>
        <aff id="aff2"><label>2</label><institution>Department of Physics, University of Wisconsin, Madison, WI 53706, USA</institution>
        </aff>
        <aff id="aff3"><label>3</label><institution>Wisconsin IceCube Particle Astrophysics Center, Madison, WI 53703, USA</institution>
        </aff>
        <aff id="aff4"><label>a</label><institution>For the IceCube Collaboration, </institution><uri>http://icecube.wisc.edu</uri>
        </aff>
      </contrib-group>
      <author-notes><corresp id="corr1">F. Bos (fabian.bos@icecube.wisc.edu)</corresp></author-notes><pub-date><day>5</day><month>August</month><year>2015</year></pub-date>
      
      <volume>2</volume>
      <issue>2</issue>
      <fpage>5</fpage><lpage>8</lpage>
      <history>
        <date date-type="received"><day>27</day><month>April</month><year>2015</year></date>
           <date date-type="rev-recd"><day>18</day><month>June</month><year>2015</year></date>
           <date date-type="accepted"><day>25</day><month>June</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://ap.copernicus.org/articles/2/5/2015/ap-2-5-2015.html">This article is available from https://ap.copernicus.org/articles/2/5/2015/ap-2-5-2015.html</self-uri>
<self-uri xlink:href="https://ap.copernicus.org/articles/2/5/2015/ap-2-5-2015.pdf">The full text article is available as a PDF file from https://ap.copernicus.org/articles/2/5/2015/ap-2-5-2015.pdf</self-uri>


      <abstract>
    <p>Moon shadow analyses are standard methods to calibrate cosmic-ray detectors.
We report on a three-year observation of cosmic-ray Moon and Sun shadows in
different detector configurations. The cosmic-ray Moon shadow was observed
with high statistical significance (<inline-formula><mml:math display="inline"><mml:mrow><mml:mo>&gt;</mml:mo><mml:mn mathvariant="normal">6</mml:mn><mml:mi mathvariant="italic">σ</mml:mi></mml:mrow></mml:math></inline-formula>) in previous analyses when the
IceCube detector operated in a smaller configuration before it was completed
in December 2010. This work shows first analyses of the cosmic-ray Sun shadow
in IceCube. A binned analysis in one-dimension is used to measure the Moon
and Sun shadow with high statistical significance greater than <inline-formula><mml:math display="inline"><mml:mrow><mml:mn>12</mml:mn><mml:mi mathvariant="italic">σ</mml:mi></mml:mrow></mml:math></inline-formula>.</p>
  </abstract>
    </article-meta>
  </front>
<body>
      

<sec id="Ch1.S1" sec-type="intro">
  <title>Introduction</title>
      <p>IceCube is a Cherenkov light detector with an instrumented
volume of 1 <inline-formula><mml:math display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="normal">km</mml:mi><mml:mn mathvariant="normal">3</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula> at the geographic South
Pole. The main goal is to detect high energy neutrinos. The trigger rate is
dominated by muons produced by cosmic-rays interacting with the Earth's
atmosphere. A deficit of cosmic-rays from the direction of the Moon and Sun
is expected and was observed for the Moon in <xref ref-type="bibr" rid="bib1.bibx1" id="normal.1"/> with
greater than <inline-formula><mml:math display="inline"><mml:mrow><mml:mn mathvariant="normal">6</mml:mn><mml:mi mathvariant="italic">σ</mml:mi></mml:mrow></mml:math></inline-formula>.</p>
      <p>Other experiments used the Moon shadow to calibrate their detectors as well
<xref ref-type="bibr" rid="bib1.bibx6 bib1.bibx7" id="paren.2"/>. The Sun has not been used as
a calibrator of the IceCube detector before. Its shadow is expected to be
influenced by the solar magnetic field. A Sun shadow analysis was performed
for the Tibet AS-Gamma experiment <xref ref-type="bibr" rid="bib1.bibx5" id="paren.3"/>. The influence
of the solar magnetic field was clearly visible, seen in two-dimensional maps
presented in <xref ref-type="bibr" rid="bib1.bibx5" id="text.4"/>. The depth of the cosmic-ray Sun
shadow decreases from the year 1996 (<inline-formula><mml:math display="inline"><mml:mo>≈</mml:mo></mml:math></inline-formula> 6 %) to 2001
(<inline-formula><mml:math display="inline"><mml:mo>≈</mml:mo></mml:math></inline-formula> 2 %) and increases then to 2009 (<inline-formula><mml:math display="inline"><mml:mo>≈</mml:mo></mml:math></inline-formula> 6 %)
<xref ref-type="bibr" rid="bib1.bibx5" id="paren.5"/>. An anticorrelation between the number of Sun
spots and the depth of the Sun shadow was also seen in the Tibet AS-Gamma
experiment <xref ref-type="bibr" rid="bib1.bibx5" id="paren.6"/>. The cosmic-ray shadow of the Moon, on
the other hand, is observed as almost steady with slight uncertainties. The
effect for the Sun is expected to be caused by the deflection of charged
cosmic-rays in the magnetic field close to the solar surface.</p>
      <p>Simulations near the source surface for different models (CSSS and PFSS) are
compared with measured data from the Tibet AS-Gamma experiment in
<xref ref-type="bibr" rid="bib1.bibx5" id="text.7"/>.</p>
      <p>The IceCube Moon and Sun shadow analysis is based on a binned analysis which
compares on- and off-source regions to compute relative deficit of events at
the expected position of the celestial body.</p>
</sec>
<sec id="Ch1.S2">
  <title>Detector configuration and data sample</title>
<sec id="Ch1.S2.SS1">
  <title>IceCube detector</title>
      <p>The IceCube detector is located at the geographic South Pole, containing 86
strings deployed in glacial ice. High-energy neutrinos interact with protons
and produce leptons that emit Cherenkov light. Digital Optical Modules (DOMs)
deployed into the ice then detect these photons.</p>
      <p>The entire detector consists of 4800 DOMs in 80 strings with a 125 m
horizontal spacing and 17 m vertical spacing between strings
<xref ref-type="bibr" rid="bib1.bibx2" id="paren.8"/>. A more compact group of strings that contains
360 additional DOMs is located at the bottom of the detector and is called
DeepCore <xref ref-type="bibr" rid="bib1.bibx4" id="paren.9"/>. Altogether, IceCube is operating with
86 strings containing 5160 DOMs. Before IceCube was completed in December
2010, it was operating in smaller detector configurations.</p>
</sec>
<sec id="Ch1.S2.SS2">
  <title>Data sample</title>
      <p>For the detector configuration with 40 and 59 strings (IC40 and IC59) a Moon
shadow analysis was done in <xref ref-type="bibr" rid="bib1.bibx1" id="text.10"/>. This work makes use of
the data taken from detector configurations with 79 and 86 strings (IC79 and
IC86-I). Moreover, the second year (IC86-II) in which the detector was
operating in its final configurations has been analyzed. A data selection for
the IC40 and IC59 detector configuration is described in
<xref ref-type="bibr" rid="bib1.bibx1" id="text.11"/>. At the South Pole Moon and Sun filters are enabled
if the celestial body is at least 15<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> above the horizon
<xref ref-type="bibr" rid="bib1.bibx1" id="paren.12"/>. The Moon reaches this threshold for at least 6 days
each month.</p>
      <p>The Sun, on the other hand, reaches this threshold for three consecutive
months during the Antarctic summer, from mid November though mid February
each year. To reconstruct the trajectory of a charged particle travelling
through the detector, the Multi-Photo-Electron (MPE) fit is used. The MPE fit
takes into account all photons that reach a DOM.</p>
      <p>Compared with the Single Photo-Electron (SPE) fit, which only uses the
arrival time of the first photon in each DOM, the MPE fit yields a slightly
better angular resolution in high-energy range, indicated by simulation
studies <xref ref-type="bibr" rid="bib1.bibx1" id="paren.13"/>.</p>
</sec>
</sec>
<sec id="Ch1.S3">
  <title>Simulation</title>
      <p>Simulation studies are necessary to improve the quality of the significance
of the Moon and Sun shadow analyses. CORSIKA is used to simulate cosmic-rays
and their decays on their way to the IceCube detector. Muons are produced in
interactions of comic-rays with particles in the Earth's atmosphere.</p>
      <p>In <xref ref-type="bibr" rid="bib1.bibx1" id="text.14"/>, simulation studies estimate a median energy for
primary particles of 20 TeV that trigger the IceCube detector. However, the
mean energy for primary particles that also pass the Moon and Sun filters is
40 TeV with 68 % between 10 and 200 TeV <xref ref-type="bibr" rid="bib1.bibx1" id="paren.15"/>.</p>
      <p>An energy range of 600 GeV to 100 TeV in simulation studies is used to
optimize quality cuts.</p>
<sec id="Ch1.S3.SS1">
  <title>Quality cuts</title>
      <p>Reconstruction quality cuts optimize the statistical significance because
events with high uncertainty in the reconstruction are excluded in this
analysis where two cut variables are used: The angular uncertainty in the
muon reconstruction (<inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi>i</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>) and the reduced log-likelihood (rlogL).</p>
      <p><?xmltex \hack{\newpage}?>Both variables are used for standard selection cuts in neutrino analyses
<xref ref-type="bibr" rid="bib1.bibx3" id="paren.16"/>. Poisson statistics are assumed resulting in a
proportionality of the statistical significance <inline-formula><mml:math display="inline"><mml:mi>S</mml:mi></mml:math></inline-formula> to the fraction of events
passing the cuts <inline-formula><mml:math display="inline"><mml:mi mathvariant="italic">η</mml:mi></mml:math></inline-formula> and the resulting median angular resolution
<inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Ψ</mml:mi><mml:mtext>med</mml:mtext></mml:msub></mml:mrow></mml:math></inline-formula> after cuts:

                <disp-formula id="Ch1.E1" content-type="numbered"><mml:math display="block"><mml:mrow><mml:mi>S</mml:mi><mml:mo>∝</mml:mo><mml:mfrac><mml:msqrt><mml:mi mathvariant="italic">η</mml:mi></mml:msqrt><mml:mrow><mml:msub><mml:mi mathvariant="normal">Ψ</mml:mi><mml:mtext>med</mml:mtext></mml:msub></mml:mrow></mml:mfrac><mml:mo>.</mml:mo></mml:mrow></mml:math></disp-formula></p>
      <p>In both detector configurations (IC79 and IC86) the quality cuts are <inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="italic">σ</mml:mi><mml:mo>&lt;</mml:mo></mml:mrow></mml:math></inline-formula> 0.71<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> and rlogL <inline-formula><mml:math display="inline"><mml:mo>&lt;</mml:mo></mml:math></inline-formula> 8.1.</p>
</sec>
</sec>
<sec id="Ch1.S4">
  <title>Binned analysis</title>
      <p>A binned analysis is used to measure the shadowing effect of the Moon and
Sun.</p>
<sec id="Ch1.S4.SS1">
  <title>Description of the method</title>
      <p>The 1-D analysis compares one on-source region and eight off-source regions.
The on-source region is a window of <inline-formula><mml:math display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula>5<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> around the expected
position of the Moon and Sun. With an offset of <inline-formula><mml:math display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula>5<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>,
<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:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>, <inline-formula><mml:math display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula>15<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:mo>±</mml:mo></mml:math></inline-formula>20<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> the off-source
regions are defined. In each bin (<inline-formula><mml:math display="inline"><mml:mi>i</mml:mi></mml:math></inline-formula>) the relative deficit is computed by:

                <disp-formula id="Ch1.E2" content-type="numbered"><mml:math display="block"><mml:mrow><mml:mfrac><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:msub><mml:mi>N</mml:mi><mml:mi>i</mml:mi></mml:msub></mml:mrow><mml:mrow><mml:mo>〈</mml:mo><mml:mi>N</mml:mi><mml:mo>〉</mml:mo></mml:mrow></mml:mfrac><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:msubsup><mml:mi>N</mml:mi><mml:mi>i</mml:mi><mml:mtext>on</mml:mtext></mml:msubsup><mml:mo>-</mml:mo><mml:mo>〈</mml:mo><mml:msubsup><mml:mi>N</mml:mi><mml:mi>i</mml:mi><mml:mtext>off</mml:mtext></mml:msubsup><mml:mo>〉</mml:mo></mml:mrow><mml:mrow><mml:mo>〈</mml:mo><mml:msubsup><mml:mi>N</mml:mi><mml:mi>i</mml:mi><mml:mtext>off</mml:mtext></mml:msubsup><mml:mo>〉</mml:mo></mml:mrow></mml:mfrac><mml:mo>,</mml:mo></mml:mrow></mml:math></disp-formula>

          with <inline-formula><mml:math display="inline"><mml:mrow><mml:msup><mml:mi>N</mml:mi><mml:mtext>on/off</mml:mtext></mml:msup></mml:mrow></mml:math></inline-formula> as all events in on-source/off-source regions. The
uncertainty is given by

                <disp-formula id="Ch1.E3" content-type="numbered"><mml:math display="block"><mml:mrow><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:mi>N</mml:mi><mml:mo>/</mml:mo><mml:mo>〈</mml:mo><mml:mi>N</mml:mi><mml:mo>〉</mml:mo></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:msubsup><mml:mi>N</mml:mi><mml:mi>i</mml:mi><mml:mtext>on</mml:mtext></mml:msubsup></mml:mrow><mml:mrow><mml:mo>〈</mml:mo><mml:msubsup><mml:mi>N</mml:mi><mml:mi>i</mml:mi><mml:mtext>off</mml:mtext></mml:msubsup><mml:mo>〉</mml:mo></mml:mrow></mml:mfrac><mml:msqrt><mml:mrow><mml:mfrac><mml:mn mathvariant="normal">1</mml:mn><mml:mrow><mml:msubsup><mml:mi>N</mml:mi><mml:mi>i</mml:mi><mml:mtext>on</mml:mtext></mml:msubsup></mml:mrow></mml:mfrac><mml:mo>+</mml:mo><mml:mfrac><mml:mn mathvariant="normal">1</mml:mn><mml:mrow><mml:mn mathvariant="normal">8</mml:mn><mml:mo>⋅</mml:mo><mml:mo>〈</mml:mo><mml:msubsup><mml:mi>N</mml:mi><mml:mi>i</mml:mi><mml:mtext>off</mml:mtext></mml:msubsup><mml:mo>〉</mml:mo></mml:mrow></mml:mfrac></mml:mrow></mml:msqrt><mml:mo>.</mml:mo></mml:mrow></mml:math></disp-formula></p>
      <p>In <xref ref-type="bibr" rid="bib1.bibx1" id="text.17"/>, the Moon is described as a point-source sink that
reduces the muon sample by <inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="normal">Φ</mml:mi><mml:mi mathvariant="italic">π</mml:mi><mml:msubsup><mml:mi>R</mml:mi><mml:mi mathvariant="normal">M</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msubsup></mml:mrow></mml:math></inline-formula> events. The same approach
can be used in this analysis, the radius of the Moon and Sun is given given by
<inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>R</mml:mi><mml:mtext>M/S</mml:mtext></mml:msub><mml:mo>≈</mml:mo></mml:mrow></mml:math></inline-formula> 0.26<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>.</p>
      <p>Following <xref ref-type="bibr" rid="bib1.bibx1" id="text.18"/> further, the point spread function (PSF)
can be described by a two-dimensional Gaussian. Assuming that the PSF is
azimuthally symmetric, the relative deficit can be fit with a Gaussian
function that depends only on the radial distance <inline-formula><mml:math display="inline"><mml:mi mathvariant="normal">Ψ</mml:mi></mml:math></inline-formula>
<xref ref-type="bibr" rid="bib1.bibx1" id="paren.19"/>,

                <disp-formula id="Ch1.E4" content-type="numbered"><mml:math display="block"><mml:mrow><mml:mi>f</mml:mi><mml:mo>(</mml:mo><mml:mi mathvariant="normal">Ψ</mml:mi><mml:mo>)</mml:mo><mml:mo>=</mml:mo><mml:mo>-</mml:mo><mml:mfrac><mml:mrow><mml:mi mathvariant="normal">Φ</mml:mi><mml:mi mathvariant="italic">π</mml:mi><mml:msubsup><mml:mi>R</mml:mi><mml:mtext>M/S</mml:mtext><mml:mn mathvariant="normal">2</mml:mn></mml:msubsup></mml:mrow><mml:mrow><mml:msup><mml:mi mathvariant="italic">σ</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:mrow></mml:mfrac><mml:mo>⋅</mml:mo><mml:msup><mml:mi>e</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:msup><mml:mi mathvariant="normal">Ψ</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msup><mml:mo>/</mml:mo><mml:mn mathvariant="normal">2</mml:mn><mml:msup><mml:mi mathvariant="italic">σ</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:mrow></mml:msup><mml:mo>.</mml:mo></mml:mrow></mml:math></disp-formula>

          Thus, the relative deficit can be described as <xref ref-type="bibr" rid="bib1.bibx1" id="paren.20"/>

                <disp-formula id="Ch1.E5" content-type="numbered"><mml:math display="block"><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:mi>N</mml:mi><mml:mo>=</mml:mo><mml:mo>-</mml:mo><mml:mfrac><mml:mrow><mml:msubsup><mml:mi>R</mml:mi><mml:mtext>M/S</mml:mtext><mml:mn mathvariant="normal">2</mml:mn></mml:msubsup></mml:mrow><mml:mrow><mml:mn mathvariant="normal">2</mml:mn><mml:msup><mml:mi mathvariant="italic">σ</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:mrow></mml:mfrac><mml:msup><mml:mi>e</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:msubsup><mml:mi mathvariant="normal">Ψ</mml:mi><mml:mi>i</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msubsup><mml:mo>/</mml:mo><mml:mn mathvariant="normal">2</mml:mn><mml:msup><mml:mi mathvariant="italic">σ</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:mrow></mml:msup><mml:mo>.</mml:mo></mml:mrow></mml:math></disp-formula></p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F1" specific-use="star"><caption><p>Relative deficit in the number of events in on-source and off-source
regions as a function of the radius (<inline-formula><mml:math display="inline"><mml:mi mathvariant="normal">Ψ</mml:mi></mml:math></inline-formula>). First row shows Moon shadow,
second row Sun shadow.</p></caption>
          <?xmltex \igopts{width=412.564961pt}?><graphic xlink:href="https://ap.copernicus.org/articles/2/5/2015/ap-2-5-2015-f01.png"/>

        </fig>

<?xmltex \floatpos{t}?><table-wrap id="Ch1.T1"><caption><p>Results of the one-dimensional analysis, with <inline-formula><mml:math display="inline"><mml:mi>A</mml:mi></mml:math></inline-formula> as the amplitude
and <inline-formula><mml:math display="inline"><mml:mi mathvariant="italic">σ</mml:mi></mml:math></inline-formula> as the width of the Gaussian.</p></caption><oasis:table frame="topbot"><?xmltex \begin{scaleboxenv}{.95}[.95]?><oasis:tgroup cols="7">
     <oasis:colspec colnum="1" colname="col1" align="left"/>
     <oasis:colspec colnum="2" colname="col2" align="left"/>
     <oasis:colspec colnum="3" colname="col3" align="center"/>
     <oasis:colspec colnum="4" colname="col4" align="center"/>
     <oasis:colspec colnum="5" colname="col5" align="center"/>
     <oasis:colspec colnum="6" colname="col6" align="center"/>
     <oasis:colspec colnum="7" colname="col7" align="center"/>
     <oasis:thead>
       <oasis:row>  
         <oasis:entry colname="col1"/>  
         <oasis:entry colname="col2">Year</oasis:entry>  
         <oasis:entry rowsep="1" colname="col3"><inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mtext>gauss</mml:mtext></mml:msub></mml:mrow></mml:math></inline-formula></oasis:entry>  
         <oasis:entry rowsep="1" colname="col4"><inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:mo>(</mml:mo><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mtext>gauss</mml:mtext></mml:msub><mml:mo>)</mml:mo></mml:mrow></mml:math></inline-formula></oasis:entry>  
         <oasis:entry colname="col5"><inline-formula><mml:math display="inline"><mml:mi>A</mml:mi></mml:math></inline-formula></oasis:entry>  
         <oasis:entry colname="col6"><inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:mo>(</mml:mo><mml:mi>A</mml:mi><mml:mo>)</mml:mo></mml:mrow></mml:math></inline-formula></oasis:entry>  
         <oasis:entry colname="col7"><inline-formula><mml:math display="inline"><mml:mi>S</mml:mi></mml:math></inline-formula></oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">  
         <oasis:entry colname="col1"/>  
         <oasis:entry colname="col2"/>  
         <oasis:entry namest="col3" nameend="col4">(<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>) </oasis:entry>  
         <oasis:entry colname="col5"/>  
         <oasis:entry colname="col6"/>  
         <oasis:entry colname="col7"/>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row>  
         <oasis:entry colname="col1"/>  
         <oasis:entry colname="col2">IC79</oasis:entry>  
         <oasis:entry colname="col3">0.43</oasis:entry>  
         <oasis:entry colname="col4">0.05</oasis:entry>  
         <oasis:entry colname="col5">0.12</oasis:entry>  
         <oasis:entry colname="col6">0.02</oasis:entry>  
         <oasis:entry colname="col7"><inline-formula><mml:math display="inline"><mml:mrow><mml:mo>&gt;</mml:mo><mml:mn>12</mml:mn><mml:mi mathvariant="italic">σ</mml:mi></mml:mrow></mml:math></inline-formula></oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">Moon</oasis:entry>  
         <oasis:entry colname="col2">IC86-I</oasis:entry>  
         <oasis:entry colname="col3">0.45</oasis:entry>  
         <oasis:entry colname="col4">0.05</oasis:entry>  
         <oasis:entry colname="col5">0.13</oasis:entry>  
         <oasis:entry colname="col6">0.03</oasis:entry>  
         <oasis:entry colname="col7"><inline-formula><mml:math display="inline"><mml:mrow><mml:mo>&gt;</mml:mo><mml:mn>13</mml:mn><mml:mi mathvariant="italic">σ</mml:mi></mml:mrow></mml:math></inline-formula></oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">  
         <oasis:entry colname="col1"/>  
         <oasis:entry colname="col2">IC86-II</oasis:entry>  
         <oasis:entry colname="col3">0.49</oasis:entry>  
         <oasis:entry colname="col4">0.05</oasis:entry>  
         <oasis:entry colname="col5">0.11</oasis:entry>  
         <oasis:entry colname="col6">0.02</oasis:entry>  
         <oasis:entry colname="col7"><inline-formula><mml:math display="inline"><mml:mrow><mml:mo>&gt;</mml:mo><mml:mn>12</mml:mn><mml:mi mathvariant="italic">σ</mml:mi></mml:mrow></mml:math></inline-formula></oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1"/>  
         <oasis:entry colname="col2">IC79</oasis:entry>  
         <oasis:entry colname="col3">0.53</oasis:entry>  
         <oasis:entry colname="col4">0.05</oasis:entry>  
         <oasis:entry colname="col5">0.11</oasis:entry>  
         <oasis:entry colname="col6">0.01</oasis:entry>  
         <oasis:entry colname="col7"><inline-formula><mml:math display="inline"><mml:mrow><mml:mo>&gt;</mml:mo><mml:mn>16</mml:mn><mml:mi mathvariant="italic">σ</mml:mi></mml:mrow></mml:math></inline-formula></oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">Sun</oasis:entry>  
         <oasis:entry colname="col2">IC86-I</oasis:entry>  
         <oasis:entry colname="col3">0.49</oasis:entry>  
         <oasis:entry colname="col4">0.06</oasis:entry>  
         <oasis:entry colname="col5">0.08</oasis:entry>  
         <oasis:entry colname="col6">0.01</oasis:entry>  
         <oasis:entry colname="col7"><inline-formula><mml:math display="inline"><mml:mrow><mml:mo>&gt;</mml:mo><mml:mn>13</mml:mn><mml:mi mathvariant="italic">σ</mml:mi></mml:mrow></mml:math></inline-formula></oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1"/>  
         <oasis:entry colname="col2">IC86-II</oasis:entry>  
         <oasis:entry colname="col3">0.57</oasis:entry>  
         <oasis:entry colname="col4">0.05</oasis:entry>  
         <oasis:entry colname="col5">0.09</oasis:entry>  
         <oasis:entry colname="col6">0.01</oasis:entry>  
         <oasis:entry colname="col7"><inline-formula><mml:math display="inline"><mml:mrow><mml:mo>&gt;</mml:mo><mml:mn>16</mml:mn><mml:mi mathvariant="italic">σ</mml:mi></mml:mrow></mml:math></inline-formula></oasis:entry>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup><?xmltex \end{scaleboxenv}?></oasis:table></table-wrap>

<?xmltex \hack{\newpage}?>
</sec>
<sec id="Ch1.S4.SS2">
  <title>Results</title>
      <p>Approximately 30 % of all events pass the quality cuts each year and are
included in Moon and Sun shadow analyses. Results can be found in
Table <xref ref-type="table" rid="Ch1.T1"/> and Fig. <xref ref-type="fig" rid="Ch1.F1"/>.</p>
      <p>The statistical significance <inline-formula><mml:math display="inline"><mml:mi>S</mml:mi></mml:math></inline-formula> is computed by the difference between the
<inline-formula><mml:math display="inline"><mml:mrow><mml:msubsup><mml:mi mathvariant="italic">χ</mml:mi><mml:mtext>Line</mml:mtext><mml:mn mathvariant="normal">2</mml:mn></mml:msubsup></mml:mrow></mml:math></inline-formula> of a line and the <inline-formula><mml:math display="inline"><mml:mrow><mml:msubsup><mml:mi mathvariant="italic">χ</mml:mi><mml:mtext>gaussian</mml:mtext><mml:mn mathvariant="normal">2</mml:mn></mml:msubsup></mml:mrow></mml:math></inline-formula> of a Gaussian
that are fitted to data:

                <disp-formula id="Ch1.E6" content-type="numbered"><mml:math display="block"><mml:mrow><mml:mfrac><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:msup><mml:mi mathvariant="italic">χ</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:mrow><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:mtext>dof</mml:mtext></mml:mrow></mml:mfrac><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:msubsup><mml:mi mathvariant="italic">χ</mml:mi><mml:mtext>gaussian</mml:mtext><mml:mn mathvariant="normal">2</mml:mn></mml:msubsup><mml:mo>-</mml:mo><mml:msubsup><mml:mi mathvariant="italic">χ</mml:mi><mml:mtext>Line</mml:mtext><mml:mn mathvariant="normal">2</mml:mn></mml:msubsup></mml:mrow><mml:mtext>dof</mml:mtext></mml:mfrac><mml:mo>.</mml:mo></mml:mrow></mml:math></disp-formula>

          Here, dof are the degrees of freedom. The difference <inline-formula><mml:math display="inline"><mml:mi mathvariant="normal">Δ</mml:mi></mml:math></inline-formula>dof is given by <inline-formula><mml:math display="inline"><mml:mn mathvariant="normal">1</mml:mn></mml:math></inline-formula>. Thus, the <inline-formula><mml:math display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula> value is computed via <inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:msup><mml:mi mathvariant="italic">χ</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula> and results in the significance <inline-formula><mml:math display="inline"><mml:mi>S</mml:mi></mml:math></inline-formula>:

                <disp-formula id="Ch1.E7" content-type="numbered"><mml:math display="block"><mml:mrow><mml:mi>S</mml:mi><mml:mo>=</mml:mo><mml:msqrt><mml:mn mathvariant="normal">2</mml:mn></mml:msqrt><mml:mo>⋅</mml:mo><mml:msup><mml:mtext>erf</mml:mtext><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup><mml:mo>(</mml:mo><mml:mn mathvariant="normal">1</mml:mn><mml:mo>-</mml:mo><mml:mi>p</mml:mi><mml:mo>)</mml:mo><mml:mo>.</mml:mo></mml:mrow></mml:math></disp-formula>

          Here, erf<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> is the Inverse Error Function and <inline-formula><mml:math display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula> the <inline-formula><mml:math display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula> value.</p>

<?xmltex \floatpos{t}?><table-wrap id="Ch1.T2"><caption><p>Results of the one-dimensional analysis in a smaller time binning.
<inline-formula><mml:math display="inline"><mml:mi>A</mml:mi></mml:math></inline-formula> is the amplitude of the fitted Gaussian.</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="center"/>
     <oasis:colspec colnum="3" colname="col3" align="center"/>
     <oasis:thead>
       <oasis:row>  
         <oasis:entry colname="col1">Month</oasis:entry>  
         <oasis:entry rowsep="1" colname="col2">Rel. deficit <inline-formula><mml:math display="inline"><mml:mi>A</mml:mi></mml:math></inline-formula></oasis:entry>  
         <oasis:entry rowsep="1" colname="col3"><inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:mi>A</mml:mi></mml:mrow></mml:math></inline-formula></oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">  
         <oasis:entry colname="col1"/>  
         <oasis:entry namest="col2" nameend="col3">(%) </oasis:entry>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row>  
         <oasis:entry colname="col1">November 2010</oasis:entry>  
         <oasis:entry colname="col2">13.3</oasis:entry>  
         <oasis:entry colname="col3">3.2</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">December 2010</oasis:entry>  
         <oasis:entry colname="col2">9.2</oasis:entry>  
         <oasis:entry colname="col3">1.4</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">January 2011</oasis:entry>  
         <oasis:entry colname="col2">15.1</oasis:entry>  
         <oasis:entry colname="col3">2.5</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">November 2011</oasis:entry>  
         <oasis:entry colname="col2">8.3</oasis:entry>  
         <oasis:entry colname="col3">2.3</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">December 2011</oasis:entry>  
         <oasis:entry colname="col2">9.1</oasis:entry>  
         <oasis:entry colname="col3">1.6</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">January 2012</oasis:entry>  
         <oasis:entry colname="col2">6.5</oasis:entry>  
         <oasis:entry colname="col3">1.7</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">November 2012</oasis:entry>  
         <oasis:entry colname="col2">9.3</oasis:entry>  
         <oasis:entry colname="col3">2.1</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">December 2012</oasis:entry>  
         <oasis:entry colname="col2">7.1</oasis:entry>  
         <oasis:entry colname="col3">1.1</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">January 2013</oasis:entry>  
         <oasis:entry colname="col2">9.0</oasis:entry>  
         <oasis:entry colname="col3">1.7</oasis:entry>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup></oasis:table></table-wrap>

      <p>A smaller time binning of these results can be found in
Table <xref ref-type="table" rid="Ch1.T2"/>. The results show a constant angular
resolution <inline-formula><mml:math display="inline"><mml:mi mathvariant="italic">σ</mml:mi></mml:math></inline-formula> with error bars for each celestial body.</p>
      <p>Both celestial bodies are observed with high statistical significance
(<inline-formula><mml:math display="inline"><mml:mrow><mml:mo>&gt;</mml:mo><mml:mn>12</mml:mn><mml:mi mathvariant="italic">σ</mml:mi></mml:mrow></mml:math></inline-formula>). These significances are higher for both detector
configurations (IC79 and IC86) as compared to IC40. A statistical
significance of more than <inline-formula><mml:math display="inline"><mml:mrow><mml:mn>12</mml:mn><mml:mi mathvariant="italic">σ</mml:mi></mml:mrow></mml:math></inline-formula> was also observed in IC59
<xref ref-type="bibr" rid="bib1.bibx1" id="paren.21"/>.</p>
      <p>The Moon shadow shows a steady amplitude of the fitted Gaussian where all
values are within the statistical uncertainties and there is no statistically
significant variation of the depth of the solar shadow at this point.</p>
      <p>However, detailed information is not possible at this point and more studies
are necessary to indicate a possible influence of the solar magnetic field.
Additionally, there is a big difference between the Tibet AS-Gamma Experiment
and Sun shadow analysis of the IceCube detector. The Tibet AS-Gamma
Experiment could observe the Sun shadow the entire year but IceCube's
observation time is shorter with approximately 90 days during the antarctic
summer. Figure <xref ref-type="fig" rid="Ch1.F2"/> shows the predicted and measured number of Sun
spots by NASA and the median times corresponding to IceCube Sun shadow
observations with different detector configurations.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F2"><caption><p>Figure shows predicted and measured Sun spot cycle by NASA. Red
Arrows illustrate the IceCube observation times for the cosmic-ray Sun
shadow. Figure modified from <uri>http://solarscience.msfc.nasa.gov</uri>.</p></caption>
          <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://ap.copernicus.org/articles/2/5/2015/ap-2-5-2015-f02.pdf"/>

        </fig>

      <p>Comparing the relative deficit maps in <xref ref-type="bibr" rid="bib1.bibx5" id="text.22"/> and
Fig. <xref ref-type="fig" rid="Ch1.F2"/>, the anticorrelation between the number of Sun spots and
the amplitude of the cosmic-ray Sun shadow is clearly visible. The Tibet
AS-Gamma experiment observed the Sun shadow with a maximum of 170 Sun spots
in the year 2000.</p>
      <p>IceCube's Sun shadow observation period is during relatively lower Sun
activity as seen in Fig. <xref ref-type="fig" rid="Ch1.F2"/>, where a maximum of 100 Sun spots is
seen in IC86-I (2012). Furthermore, Fig. <xref ref-type="fig" rid="Ch1.F2"/> illustrates that the
number of Sun spots vary in a short time frame.</p>
</sec>
</sec>
<sec id="Ch1.S5" sec-type="conclusions">
  <title>Conclusion and outlook</title>
<sec id="Ch1.S5.SS1">
  <title>Conclusion</title>
      <p>The shadowing effect of the Moon and Sun of cosmic-rays in the TeV range is
observed with high statistical significance (<inline-formula><mml:math display="inline"><mml:mrow><mml:mo>&gt;</mml:mo><mml:mn>12</mml:mn><mml:mi mathvariant="italic">σ</mml:mi></mml:mrow></mml:math></inline-formula>). Data were taken
from IC79 and two years of the final configuration IC86, during periods
between June 2010 and May 2013 in which these celestial bodies were well
above the horizon. Under the assumption that the sample of the IC40 and IC59
configuration are similar, the angular resolution is slightly improved.</p>
      <p>In <xref ref-type="bibr" rid="bib1.bibx1" id="text.23"/>, an angular resolution of (<inline-formula><mml:math display="inline"><mml:mrow><mml:mn>0.71</mml:mn><mml:mo>±</mml:mo><mml:mn>0.07</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:mn>0.63</mml:mn><mml:mo>±</mml:mo><mml:mn>0.04</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> are observed. For the Moon in
IC79 and IC86 an average angular resolution of (<inline-formula><mml:math display="inline"><mml:mrow><mml:mn>0.46</mml:mn><mml:mo>±</mml:mo><mml:mn>0.05</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> is
measured. Additionally, the angular resolution of the three year period is
constant within the statistical uncertainties.</p>
      <p>The depth of the shadow is illustrated as the amplitude of the fitted
Gaussian, which could be of big interest in future studies. An almost stable
amplitude of the Moon shadow of <inline-formula><mml:math display="inline"><mml:mrow><mml:mn>0.12</mml:mn><mml:mo>±</mml:mo><mml:mn>0.02</mml:mn></mml:mrow></mml:math></inline-formula> is shown in
Table <xref ref-type="table" rid="Ch1.T1"/>.</p><?xmltex \hack{\newpage}?>
</sec>
<sec id="Ch1.S5.SS2">
  <title>Outlook</title>
      <p>Further studies of upcoming years (IC86-III and IC86-IV) are necessary to
investigate an influence of the solar magnetic field. In particular, it will
be necessary to analyse each month separately in order to investigate the
correlation between the magnetic field strength during that period and the
depth of the shadow. In <xref ref-type="bibr" rid="bib1.bibx5" id="text.24"/>, the Tibet AS-Gamma
experiment simulated particles influenced by different source surface (SS)
models with different radii. For IceCube, it is also necessary to compute the
expected Moon and Sun shadow within these models. Two-dimensional analyses
are useful to make the shadows visible. A binned smoothing method and an
unbinned analysis are options for this purpose.</p>
      <p>An unbinned analysis was performed in <xref ref-type="bibr" rid="bib1.bibx1" id="text.25"/> for the IC40
and IC59 configuration.</p>
</sec>
</sec>

      
      </body>
    <back><ack><title>Acknowledgements</title><p>We acknowledge the support from BMBF, 05A14PC1, and Marcos Santander from
Columbia University, New York.<?xmltex \hack{\newline}?><?xmltex \hack{\newline}?>
Edited by: K. Scherer  <?xmltex \hack{\newline}?>
Reviewed by: K. Alexander and one anonymous referee</p></ack><ref-list>
    <title>References</title>

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Observation of the cosmic-ray shadow of the Moon with IceCube, Phys. Rev. D,
89, 102004, <ext-link xlink:href="http://dx.doi.org/10.1103/PhysRevD.89.102004" ext-link-type="DOI">10.1103/PhysRevD.89.102004</ext-link>, 2014.</mixed-citation></ref>
      <ref id="bib1.bibx2"><label>Abbasi et al.(2010)</label><mixed-citation>Abbasi, R., Abdou, Y., Abu-Zayyad, T., et al. (IceCube Coll.): Calibration
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Time-integrated Searches for Point-like Sources of Neutrinos with the
40-string IceCube Detector, Astrophys. J., 732, 18,
<ext-link xlink:href="http://dx.doi.org/10.1088/0004-637X/732/1/18" ext-link-type="DOI">10.1088/0004-637X/732/1/18</ext-link>, 2011.</mixed-citation></ref>
      <ref id="bib1.bibx4"><label>Abbasi et al.(2012)</label><mixed-citation>Abbasi, R., Abdou, Y., Abu-Zayyad, T., et al.: The design and performance of
IceCube DeepCore, Astropart. Phys., 35, 615–624,
<ext-link xlink:href="http://dx.doi.org/10.1016/j.astropartphys.2012.01.004" ext-link-type="DOI">10.1016/j.astropartphys.2012.01.004</ext-link>, 2012.</mixed-citation></ref>
      <ref id="bib1.bibx5"><label>Amenomori et al.(2013)</label><mixed-citation>Amenomori, M., Bi, X. J., Chen, D., et al.: Probe of the Solar Magnetic Field
Using the “Cosmic-Ray Shadow” of the Sun, Phys. Rev. Lett., 111, 011101,
<ext-link xlink:href="http://dx.doi.org/10.1103/PhysRevLett.111.011101" ext-link-type="DOI">10.1103/PhysRevLett.111.011101</ext-link>, 2013.</mixed-citation></ref>
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