<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing with OASIS Tables v3.0 20080202//EN" "journalpub-oasis3.dtd">
<article xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:oasis="http://docs.oasis-open.org/ns/oasis-exchange/table" dtd-version="3.0">
  <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-2-21-2015</article-id><title-group><article-title>Diffuse synchrotron emission from galactic cosmic ray electrons</article-title>
      </title-group><?xmltex \runningtitle{Diffuse synchrotron emission from galactic cosmic ray electrons}?><?xmltex \runningauthor{G.~Di~Bernardo et al.}?>
      <contrib-group>
        <contrib contrib-type="author" corresp="yes" rid="aff1">
          <name><surname>Di Bernardo</surname><given-names>G.</given-names></name>
          <email>bernardo@mpa-garching.mpg.de</email>
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff2">
          <name><surname>Grasso</surname><given-names>D.</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff3">
          <name><surname>Evoli</surname><given-names>C.</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff4 aff5">
          <name><surname>Gaggero</surname><given-names>D.</given-names></name>
          
        </contrib>
        <aff id="aff1"><label>1</label><institution>MPI für Astrophysik, Karl-Schwarzschild-Strasse 1, 85740 Garching, Germany</institution>
        </aff>
        <aff id="aff2"><label>2</label><institution>Istituto Nazionale di Fisica Nucleare, Sezione di Pisa, Largo B. Pontecorvo, 56127 Pisa, Italy</institution>
        </aff>
        <aff id="aff3"><label>3</label><institution>II. Institut für Theoretische Physik, Universität Hamburg, Luruper Chaussee 149, 22761 Hamburg, Germany</institution>
        </aff>
        <aff id="aff4"><label>4</label><institution>SISSA, Via Bonomea 265, 34136 Trieste, Italy</institution>
        </aff>
        <aff id="aff5"><label>5</label><institution>INFN, sezione di Trieste, via Valerio 2, 34127 Trieste, Italy</institution>
        </aff>
      </contrib-group>
      <author-notes><corresp id="corr1">G. Di Bernardo (bernardo@mpa-garching.mpg.de)</corresp></author-notes><pub-date><day>22</day><month>September</month><year>2015</year></pub-date>
      
      <volume>2</volume>
      <issue>2</issue>
      <fpage>21</fpage><lpage>26</lpage>
      <history>
        <date date-type="received"><day>17</day><month>April</month><year>2015</year></date>
           <date date-type="rev-recd"><day>28</day><month>July</month><year>2015</year></date>
           <date date-type="accepted"><day>9</day><month>September</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/2/21/2015/ap-2-21-2015.html">This article is available from https://ap.copernicus.org/articles/2/21/2015/ap-2-21-2015.html</self-uri>
<self-uri xlink:href="https://ap.copernicus.org/articles/2/21/2015/ap-2-21-2015.pdf">The full text article is available as a PDF file from https://ap.copernicus.org/articles/2/21/2015/ap-2-21-2015.pdf</self-uri>


      <abstract>
    <p>Synchrotron diffuse radiation (SDR) emission is one of the major Galactic
components, in the 100 MHz up to 100 GHz frequency range. Its spectrum and
sky map provide valuable measure of the galactic cosmic ray electrons (GCRE)
in the relevant energy range, as well as of the strength and structure of the
Galactic magnetic fields (GMF), both regular and random ones. This emission
is an astrophysical sky foreground for the study of the Cosmic Microwave
Background (CMB), and the extragalactic microwave measurements, and it needs
to be modelled as better as possible. In this regard, in order to get an
accurate description of the SDR in the Galaxy, we use – for the first time
in this context – 3-dimensional GCRE models obtained by running the
<sc>Dragon</sc> code. This allows us to account for a realistic spiral arm
pattern of the source distribution, demanded to get a self-consistent
treatment of all relevant energy losses influencing the final synchrotron
spectrum.</p>
  </abstract>
    </article-meta>
  </front>
<body>
      

<sec id="Ch1.S1" sec-type="intro">
  <title>Introduction</title>
      <p>Deflection of ultra-high energy cosmic rays (UHECR), rotation measure,
synchrotron radiation, and polarized dust are just a small sample of
different methods of observation of the galactic magnetized interstellar
medium (ISM). Cosmic rays (CRs) are, doubtless, a unique probe of the ISM
properties. Thanks to a set of successful experiments such as Fermi-LAT,
PAMELA, AMS-02, the last few years have witnessed an incredible progress in
the science of electron, and positron Galactic CRs, over a wide range of
energy, from <inline-formula><mml:math display="inline"><mml:mi mathvariant="script">O</mml:mi></mml:math></inline-formula> (TeV) down to tens of MeV.
Unfortunately, solar modulation complicates matters, since the CR spectra
observed on Earth are – for <inline-formula><mml:math display="inline"><mml:mi>E</mml:mi></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mi mathvariant="italic">≲</mml:mi></mml:math></inline-formula> 20 GeV – completely
reshaped with respect to their local interstellar spectra (LIS).</p>
      <p>Relativistic cosmic ray electrons and positrons (CRE), spiralling around the
interstellar magnetic field lines, are at the origin of the radio diffuse
emission from the Milky Way. For magnetic field intensity of <inline-formula><mml:math display="inline"><mml:mi mathvariant="script">O</mml:mi></mml:math></inline-formula>
(<inline-formula><mml:math display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>G), like in the case of our Galaxy, and for electrons/positrons of
[GeV–TeV] energies, the synchrotron emission falls in the
[MHz–GHz] range. Indeed, the SDR offers valuable complementary
checks of the low energy spectrum, and in general of the spatial distribution
of CRs in the Galaxy. Hence, a parallel study of radio emission, together
with CR measurements, can put better constraints on all the interstellar
medium (ISM) components involved <xref ref-type="bibr" rid="bib1.bibx15" id="paren.1"/>. The
interpretation of those measurements requires a proper modelling of
injection, propagation and losses in the Galaxy.</p>
      <p>Moreover, the presence in the [20–200] GHz range of several astrophysical
sky signal components – with similar intensities and some spatial correlation – makes
the extraction of the CMB a complex task. In order to achieve
sufficient accuracy on the cosmological signal the component separation needs
to take advantage of the knowledge on the properties of diffuse Galactic emission.</p>
      <p>We plan to accomplish the aforementioned study by running the <sc>Dragon</sc>
code in its 3-dimensional version. Indeed, this is well suited to model the
CRE propagation, when accounting for a realistic spiral arm distribution of
astrophysical sources, gas distributions, magnetic fields models and
different position-dependent models for diffusion in the parallel and
perpendicular directions with respect to the GMF.</p>
</sec>
<sec id="Ch1.S2">
  <title>Objectives and method</title>
      <p>In the present Section, we outline the guidelines of the
<italic>multi-wavelength</italic> analysis we have performed, in order to model the
CRE spectra consistently with the diffuse synchrotron emission of the Galaxy.
One of our main aims has been:
<list list-type="order"><list-item>
      <p>To explore the physical properties – injection and propagation – of the
local interstellar spectrum (LIS) of CRE, in the realm of low energies
(<inline-formula><mml:math display="inline"><mml:mi mathvariant="italic">≲</mml:mi></mml:math></inline-formula> 7 GeV), by combining the latest <inline-formula><mml:math display="inline"><mml:mrow><mml:msup><mml:mi>e</mml:mi><mml:mo>-</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math display="inline"><mml:mrow><mml:msup><mml:mi>e</mml:mi><mml:mo>+</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> measurements
with the diffuse Galaxy radio emission, between 10 MHz and few GHz.
Below that energy, we modelled the LIS of <inline-formula><mml:math display="inline"><mml:mrow><mml:msup><mml:mi>e</mml:mi><mml:mo>+</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mo>+</mml:mo></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mrow><mml:msup><mml:mi>e</mml:mi><mml:mo>-</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> on the basis of the observed
synchrotron spectrum of the Galaxy, which is unaffected by propagation in the
heliosphere (see also e.g. <xref ref-type="bibr" rid="bib1.bibx12" id="altparen.2"/>).</p></list-item><list-item>
      <p>In parallel to that, the current study has pushed us to give an important
constrain on the vertical scale height of the diffusion region in the Galaxy,
by looking simultaneously at the radio spectrum, the latitude profile of the
synchrotron emission, and the positron fraction at energies below <inline-formula><mml:math display="inline"><mml:mo>∼</mml:mo></mml:math></inline-formula> 5 GeV.</p></list-item></list></p>
      <p>The structure of the GMF is still not well understood. Generally, a
realistic, and accurate description of the synchrotron emission, as well as
of its angular distribution, requires to consider two main components for the
GMF: the regular and turbulent ones. Regarding the ordered one, here we rely
on a recent model, based on a wide and updated compilation of Faraday
rotation measurements <xref ref-type="bibr" rid="bib1.bibx13" id="paren.3"/>. It consists of two
different components: a <italic>disc</italic> field, with a magnitude in the vicinity
of the solar system, <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>B</mml:mi><mml:mn mathvariant="normal">0</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula>, taken to be 2 <inline-formula><mml:math display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>G, and a toroidal
<italic>halo</italic> field, with a thickness of <inline-formula><mml:math display="inline"><mml:mo>∼</mml:mo></mml:math></inline-formula> [0.2–0.4] kpc, and
extended – above, and below – out of the galactic plane (GP) for
[1–2] kpc.<fn id="Ch1.Footn1"><p>We have included the regular field in order to make our
model compatible with the current information. However, in our analysis, we
have checked that only the halo component (<inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>B</mml:mi><mml:mtext>halo</mml:mtext></mml:msub></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 4 <inline-formula><mml:math display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>G)
for the regular GMF plays, albeit marginal, a role.</p></fn> A
new, and much-improved model for the regular GMF has been recently brought to
the attention of the community <xref ref-type="bibr" rid="bib1.bibx10" id="paren.4"/>. In addition to a
disc field and an extended halo field, the peculiarity of this GMF model is
its X-shape in the <inline-formula><mml:math display="inline"><mml:mi>r</mml:mi></mml:math></inline-formula>–<inline-formula><mml:math display="inline"><mml:mi>z</mml:mi></mml:math></inline-formula> directions. The main implications based on
such a ordered GMF model will be addressed in our future work.</p>
      <p>Regarding the random component – actually, the main responsible for the
diffusion of charged particles in the ISM – there is still a poor knowledge
about its geometrical structure. As in <xref ref-type="bibr" rid="bib1.bibx8" id="text.5"/>, we have
assumed it to fill a thick disk, modelled with an exponential vertical
profile, and an effective scale-height <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>z</mml:mi><mml:mtext>h</mml:mtext></mml:msub></mml:mrow></mml:math></inline-formula>, accordingly to the equation:
<?xmltex \hack{\newpage}?><?xmltex \hack{\vspace*{-8mm}}?>

              <disp-formula id="Ch1.E1" content-type="numbered"><mml:math display="block"><mml:mrow><mml:msub><mml:mi>B</mml:mi><mml:mtext>ran</mml:mtext></mml:msub><mml:mo>(</mml:mo><mml:mi>z</mml:mi><mml:mo>)</mml:mo><mml:mo>=</mml:mo><mml:msub><mml:mi>B</mml:mi><mml:mtext>ran</mml:mtext></mml:msub><mml:mo>(</mml:mo><mml:mn mathvariant="normal">0</mml:mn><mml:mo>)</mml:mo><mml:mi>exp⁡</mml:mi><mml:mfenced open="(" close=")"><mml:mo>-</mml:mo><mml:mi>z</mml:mi><mml:mo>/</mml:mo><mml:msub><mml:mi>z</mml:mi><mml:mtext>h</mml:mtext></mml:msub></mml:mfenced><mml:mo>.</mml:mo></mml:mrow></mml:math></disp-formula></p>
      <p>For the aforementioned purposes, we first run <sc>Dragon</sc>, a new
numerical package aiming to solve the diffusion equation of CRs in the Galaxy
environment <xref ref-type="bibr" rid="bib1.bibx2 bib1.bibx4" id="paren.6"/>.</p>
      <p>Differently form other semi-analytical and numerical codes, in this
contribution we account for a possible spatial dependence of the diffusion coefficient,

              <disp-formula id="Ch1.E2" content-type="numbered"><mml:math display="block"><mml:mrow><mml:mi>D</mml:mi><mml:mo>(</mml:mo><mml:mi mathvariant="italic">ρ</mml:mi><mml:mo>,</mml:mo><mml:mi>R</mml:mi><mml:mo>,</mml:mo><mml:mi>z</mml:mi><mml:mo>)</mml:mo><mml:mo>=</mml:mo><mml:msub><mml:mi>D</mml:mi><mml:mn mathvariant="normal">0</mml:mn></mml:msub><mml:msup><mml:mi mathvariant="italic">β</mml:mi><mml:mi mathvariant="italic">η</mml:mi></mml:msup><mml:mi>f</mml:mi><mml:mo>(</mml:mo><mml:mi>z</mml:mi><mml:mo>)</mml:mo><mml:msup><mml:mfenced open="(" close=")"><mml:mfrac><mml:mi mathvariant="italic">ρ</mml:mi><mml:mrow><mml:msub><mml:mi mathvariant="italic">ρ</mml:mi><mml:mn mathvariant="normal">0</mml:mn></mml:msub></mml:mrow></mml:mfrac></mml:mfenced><mml:mi mathvariant="italic">δ</mml:mi></mml:msup><mml:mo>,</mml:mo></mml:mrow></mml:math></disp-formula>

        <inline-formula><mml:math display="inline"><mml:mi mathvariant="italic">ρ</mml:mi></mml:math></inline-formula> being the rigidity of the particle, <inline-formula><mml:math display="inline"><mml:mi mathvariant="italic">β</mml:mi></mml:math></inline-formula> the particle speed in
units of speed of light <inline-formula><mml:math display="inline"><mml:mi>c</mml:mi></mml:math></inline-formula>, and <inline-formula><mml:math display="inline"><mml:mrow><mml:mi>f</mml:mi><mml:mo>(</mml:mo><mml:mi>z</mml:mi><mml:mo>)</mml:mo></mml:mrow></mml:math></inline-formula> indicates the spatial dependence of
the diffusion coefficient. As predicted by the <italic>quasi-linear theory</italic> (QLT),
that should be related to the fluctuating magnetic field, and hence as
<inline-formula><mml:math display="inline"><mml:mrow><mml:mi>D</mml:mi><mml:mo>(</mml:mo><mml:mi>z</mml:mi><mml:msup><mml:mo>)</mml:mo><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mo>∝</mml:mo></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>B</mml:mi><mml:mtext>ran</mml:mtext></mml:msub><mml:mo>(</mml:mo><mml:mi>z</mml:mi><mml:mo>)</mml:mo></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mo>∝</mml:mo></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mrow><mml:mi>exp⁡</mml:mi><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mo>(</mml:mo><mml:mo>-</mml:mo><mml:mi>z</mml:mi><mml:mo>/</mml:mo><mml:msub><mml:mi>z</mml:mi><mml:mtext>h</mml:mtext></mml:msub><mml:mo>)</mml:mo></mml:mrow></mml:math></inline-formula>.</p>

<?xmltex \floatpos{t}?><table-wrap id="Ch1.T1"><caption><p>The CRE models considered in the present analysis. The reported
values of <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">γ</mml:mi><mml:mtext>inj</mml:mtext></mml:msub><mml:mo>(</mml:mo><mml:msup><mml:mi>e</mml:mi><mml:mo>-</mml:mo></mml:msup><mml:mo>)</mml:mo></mml:mrow></mml:math></inline-formula> refer to energies below/above 4 GeV.</p></caption><oasis:table frame="topbot"><oasis:tgroup cols="5">
     <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="right"/>
     <oasis:colspec colnum="5" colname="col5" align="center"/>
     <oasis:thead>
       <oasis:row rowsep="1">  
         <oasis:entry colname="col1">Model</oasis:entry>  
         <oasis:entry colname="col2"><inline-formula><mml:math display="inline"><mml:mi mathvariant="italic">δ</mml:mi></mml:math></inline-formula></oasis:entry>  
         <oasis:entry colname="col3"><inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>v</mml:mi><mml:mtext>A</mml:mtext></mml:msub></mml:mrow></mml:math></inline-formula> (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>)</oasis:entry>  
         <oasis:entry colname="col4"><inline-formula><mml:math display="inline"><mml:mi mathvariant="italic">η</mml:mi></mml:math></inline-formula></oasis:entry>  
         <oasis:entry colname="col5"><inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">γ</mml:mi><mml:mtext>inj</mml:mtext></mml:msub></mml:mrow></mml:math></inline-formula> (<inline-formula><mml:math display="inline"><mml:mrow><mml:msup><mml:mi>e</mml:mi><mml:mo>-</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula>)</oasis:entry>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row rowsep="1">  
         <oasis:entry colname="col1">KRA</oasis:entry>  
         <oasis:entry colname="col2">0.5</oasis:entry>  
         <oasis:entry colname="col3">15</oasis:entry>  
         <oasis:entry colname="col4"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.4</oasis:entry>  
         <oasis:entry colname="col5">1.6/2.5</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">KOL</oasis:entry>  
         <oasis:entry colname="col2">0.33</oasis:entry>  
         <oasis:entry colname="col3">35</oasis:entry>  
         <oasis:entry colname="col4">1.0</oasis:entry>  
         <oasis:entry colname="col5">1.6/2.5</oasis:entry>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup></oasis:table></table-wrap>

      <p>In this paper, for simplicity, only two representative classes of propagation
regimes have been taken in consideration: the KRA (Kraichnan), and
the KOL (Kolmogorov). The main parameter characterizing those two
models are reported in Table <xref ref-type="table" rid="Ch1.T1"/>.</p>
      <p>For each of them, we varied the scale-height of the diffusive halo in the
range <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>z</mml:mi><mml:mtext>h</mml:mtext></mml:msub></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> [1–16] kpc, and the main diffusive parameters were
determined in order to minimize the combined <inline-formula><mml:math display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">χ</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula> against the
boron-to-carbon ratio and the proton observed spectra.</p>
      <p>Finally, at high energies (<inline-formula><mml:math display="inline"><mml:mi mathvariant="italic">≳</mml:mi></mml:math></inline-formula> 7 GeV), unlike our previous
results presented in <xref ref-type="bibr" rid="bib1.bibx1" id="text.7"/>, here we fix the spectral index,
and the normalization of the injection spectrum of the primary electrons and
of the extra-component by tuning our models against the new data, as recently
released by PAMELA and AMS-02 collaborations, respectively, rather than on
<inline-formula><mml:math display="inline"><mml:mrow><mml:msup><mml:mi>e</mml:mi><mml:mo>-</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mo>+</mml:mo></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mrow><mml:msup><mml:mi>e</mml:mi><mml:mo>+</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> spectrum measured by Fermi-LAT <xref ref-type="bibr" rid="bib1.bibx5" id="paren.8"/>.
With reference to Fig. <xref ref-type="fig" rid="Ch1.F1"/>, we want to make it clear that
the assumption of a simple power-law (PL) distribution for energetic
electrons and positrons, whose sources are smoothly distributed in the entire
Galactic disc, leads to large overestimation of their energy densities in
comparison with the values deduced when a 3-dimensional spiral arm
distributions are used. In our opinion, the impact of this more realistic
modelling of the particle distribution on the final synchrotron spectral maps
is a crucial issue (see also the comparison between the Figs. <xref ref-type="fig" rid="Ch1.F5"/>
and <xref ref-type="fig" rid="Ch1.F6"/>).</p><?xmltex \hack{\newpage}?>
</sec>
<sec id="Ch1.S3">
  <title>The synchrotron emission of the galaxy</title>
      <p>It is known that the synchrotron intensity depends on the spatial, and
energetic distribution of CRE density, <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>n</mml:mi><mml:mtext>e</mml:mtext></mml:msub></mml:mrow></mml:math></inline-formula>, and the strength of the
magnetic field (<inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>B</mml:mi><mml:mo>⟂</mml:mo></mml:msub></mml:mrow></mml:math></inline-formula>), perpendicular to the line of sight (LOS) to the
observer. Once the CRE densities are computed by <sc>Dragon</sc> – at all
points of the computational grid – we use <sc>Gammasky</sc>, a dedicated code
recently used in, e.g. <xref ref-type="bibr" rid="bib1.bibx3" id="text.9"/>, and
<xref ref-type="bibr" rid="bib1.bibx1" id="text.10"/> to get the emissivities (i.e. power per unit volume
per unit frequency per unit solid angle), for the regular and random fields,
according to the standard formalism <xref ref-type="bibr" rid="bib1.bibx11" id="paren.11"/>, after having
integrated over the particle energy.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F1"><caption><p>Normalized electron density profile along the radial direction. The
black line corresponds to a 2-dimensional, smooth CR. The red one corresponds
to a 3-dimensional spiral arm pattern of sources.</p></caption>
        <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://ap.copernicus.org/articles/2/21/2015/ap-2-21-2015-f01.pdf"/>

      </fig>

      <p>The emissivity (in erg 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> Hz<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 an
uniform magnetic field – is partially linearly polarized,<fn id="Ch1.Footn2"><p>For a
monochromatic and isotropic distribution of CRE.</p></fn> and usually subdivided in
two components, <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">ϵ</mml:mi><mml:mrow><mml:mo>∥</mml:mo><mml:mo>,</mml:mo><mml:mo>⟂</mml:mo></mml:mrow></mml:msub></mml:mrow></mml:math></inline-formula>, respectively parallel and
perpendicular to <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>B</mml:mi><mml:mo>⟂</mml:mo></mml:msub></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mo>≡</mml:mo></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mrow><mml:mi>B</mml:mi><mml:mo>(</mml:mo><mml:mi mathvariant="bold-italic">r</mml:mi><mml:mo>)</mml:mo></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mi>sin⁡</mml:mi></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mi mathvariant="italic">α</mml:mi></mml:math></inline-formula>, with <inline-formula><mml:math display="inline"><mml:mi mathvariant="italic">α</mml:mi></mml:math></inline-formula> the
angle between the direction of the magnetic field and the LOS. The
polarization formulation will be used in our future work. Here, we show
results based only on the total intensity, given by

              <disp-formula id="Ch1.E3" content-type="numbered"><mml:math display="block"><mml:mrow><mml:mi mathvariant="italic">ϵ</mml:mi><mml:mo>(</mml:mo><mml:mi mathvariant="italic">ν</mml:mi><mml:mo>,</mml:mo><mml:mi mathvariant="bold-italic">r</mml:mi><mml:mo>)</mml:mo><mml:mo>=</mml:mo><mml:msqrt><mml:mn mathvariant="normal">3</mml:mn></mml:msqrt><mml:mfrac><mml:mrow><mml:msup><mml:mi>e</mml:mi><mml:mn mathvariant="normal">3</mml:mn></mml:msup></mml:mrow><mml:mrow><mml:mi>m</mml:mi><mml:msup><mml:mi>c</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:mrow></mml:mfrac><mml:msub><mml:mi>B</mml:mi><mml:mo>⟂</mml:mo></mml:msub><mml:mo>(</mml:mo><mml:mi mathvariant="bold-italic">r</mml:mi><mml:mo>)</mml:mo><mml:mi>F</mml:mi><mml:mo>(</mml:mo><mml:mi>x</mml:mi><mml:mo>)</mml:mo><mml:mo>;</mml:mo></mml:mrow></mml:math></disp-formula>

        where <inline-formula><mml:math display="inline"><mml:mi>x</mml:mi></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="italic">ν</mml:mi><mml:mo>/</mml:mo><mml:msubsup><mml:mi mathvariant="italic">ν</mml:mi><mml:mtext>c</mml:mtext><mml:mtext>reg</mml:mtext></mml:msubsup></mml:mrow></mml:math></inline-formula>, being <inline-formula><mml:math display="inline"><mml:mrow><mml:msubsup><mml:mi mathvariant="italic">ν</mml:mi><mml:mtext>c</mml:mtext><mml:mtext>reg</mml:mtext></mml:msubsup></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mrow><mml:mo>(</mml:mo><mml:mn mathvariant="normal">3</mml:mn><mml:mo>/</mml:mo><mml:mn mathvariant="normal">4</mml:mn><mml:mi mathvariant="italic">π</mml:mi><mml:mo>)</mml:mo><mml:mo>(</mml:mo><mml:mi>e</mml:mi><mml:mo>/</mml:mo><mml:mi>m</mml:mi><mml:mi>c</mml:mi><mml:mo>)</mml:mo><mml:mspace width="0.125em" linebreak="nobreak"/><mml:msub><mml:mi>B</mml:mi><mml:mo>⟂</mml:mo></mml:msub><mml:mspace width="0.125em" linebreak="nobreak"/><mml:msup><mml:mi mathvariant="italic">γ</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula> the critical synchrotron frequency,
<inline-formula><mml:math display="inline"><mml:mi mathvariant="italic">γ</mml:mi></mml:math></inline-formula> the particle (electron or positron) Lorentz factor, and <inline-formula><mml:math display="inline"><mml:mrow><mml:mi>F</mml:mi><mml:mo>(</mml:mo><mml:mi>x</mml:mi><mml:mo>)</mml:mo></mml:mrow></mml:math></inline-formula> is
defined in terms of Bessel functions. In the case of a randomly oriented
magnetic field, the expected isotropic emissivity is computed according to <xref ref-type="bibr" rid="bib1.bibx6" id="text.12"/>.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F2"><caption><p>The average synchrotron spectra, for <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>z</mml:mi><mml:mtext>h</mml:mtext></mml:msub></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 4 kpc. We show
the spectra obtained with (solid lines) and without (dashed lines) the
spectral break in the <inline-formula><mml:math display="inline"><mml:mrow><mml:msup><mml:mi>e</mml:mi><mml:mo>-</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> source spectra. Dotted lines are the
contribution of secondary <inline-formula><mml:math display="inline"><mml:mrow><mml:msup><mml:mi>e</mml:mi><mml:mo>-</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> source spectra. The contribution of the
regular GMF is shown as the dot-dashed line. The normalization required
for the random component field strength is
<inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>B</mml:mi><mml:mtext>ran</mml:mtext></mml:msub></mml:mrow></mml:math></inline-formula>(0) <inline-formula><mml:math display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 7.6 <inline-formula><mml:math display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>G.</p></caption>
        <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://ap.copernicus.org/articles/2/21/2015/ap-2-21-2015-f02.pdf"/>

      </fig>

<?xmltex \hack{\newpage}?>
<sec id="Ch1.S3.SS1">
  <title>The total synchrotron intensity</title>
      <p>Given a GMF model, and for the representative CRE density models
aforementioned, the next step is to compute the Galactic synchrotron
spectrum. We take care of correctly reproducing the observed 408 MHz
radio synchrotron radiation as in <xref ref-type="bibr" rid="bib1.bibx9" id="text.13"/>, by tuning – time
to time – the normalization value for the turbulent component of the GMF
(see the Eq. <xref ref-type="disp-formula" rid="Ch1.E1"/>). We get the sky maps in <sc>Gammasky</sc>
by integrating the Galactic emissivity along the LOS,

                <disp-formula id="Ch1.E4" content-type="numbered"><mml:math display="block"><mml:mrow><mml:mi>I</mml:mi><mml:mo>(</mml:mo><mml:mi mathvariant="italic">ν</mml:mi><mml:mo>)</mml:mo><mml:mo>=</mml:mo><mml:munder><mml:mo movablelimits="false">∫</mml:mo><mml:mtext>l.o.s</mml:mtext></mml:munder><mml:mi mathvariant="italic">ϵ</mml:mi><mml:mo>(</mml:mo><mml:mi mathvariant="italic">ν</mml:mi><mml:mo>,</mml:mo><mml:mi mathvariant="bold-italic">r</mml:mi><mml:mo>)</mml:mo><mml:mtext>d</mml:mtext><mml:mi>s</mml:mi><mml:mo>,</mml:mo></mml:mrow></mml:math></disp-formula>

          where <inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="italic">ϵ</mml:mi><mml:mo>(</mml:mo><mml:mi mathvariant="italic">ν</mml:mi></mml:mrow></mml:math></inline-formula>, <inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="bold-italic">r</mml:mi><mml:mo>)</mml:mo></mml:mrow></mml:math></inline-formula> is the total emissivity given by
Eq. (<xref ref-type="disp-formula" rid="Ch1.E3"/>). In Fig. <xref ref-type="fig" rid="Ch1.F2"/> we refer to the observed
<italic>brightness</italic> temperature (in K), defined as <xref ref-type="bibr" rid="bib1.bibx14" id="paren.14"/>

                <disp-formula id="Ch1.E5" content-type="numbered"><mml:math display="block"><mml:mrow><mml:mi>T</mml:mi><mml:mo>(</mml:mo><mml:mi mathvariant="italic">ν</mml:mi><mml:mo>)</mml:mo><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:msup><mml:mi>c</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msup><mml:mi>I</mml:mi><mml:mo>(</mml:mo><mml:mi mathvariant="italic">ν</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:mrow><mml:mn mathvariant="normal">2</mml:mn><mml:msub><mml:mi>k</mml:mi><mml:mtext>B</mml:mtext></mml:msub><mml:msup><mml:mi mathvariant="italic">ν</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:mrow></mml:mfrac><mml:mo>.</mml:mo></mml:mrow></mml:math></disp-formula></p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F3"><caption><p>Normalization of random GMF vs. the vertical scale height. The
3(5)<inline-formula><mml:math display="inline"><mml:mi mathvariant="italic">σ</mml:mi></mml:math></inline-formula> allowed by RM are represented in grey (light grey) bands. The
red squares are the values used in our KRA models in order to
reproduce the observed spectrum at 408 MHz.</p></caption>
          <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://ap.copernicus.org/articles/2/21/2015/ap-2-21-2015-f03.pdf"/>

        </fig>

      <p>The sky maps are subdivided into equal area pixels following the
HEALPix<fn id="Ch1.Footn3"><p><uri>http://healpix.jpl.nasa.gov/</uri></p></fn> pixelization scheme
of <xref ref-type="bibr" rid="bib1.bibx7" id="text.15"/>. We average the flux over the sky regions
40<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>&lt;</mml:mo></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mi>l</mml:mi></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mo>&lt;</mml:mo></mml:math></inline-formula> 340<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></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>&lt;</mml:mo></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mi>b</mml:mi></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mo>&lt;</mml:mo></mml:math></inline-formula> 45<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>45<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>&lt;</mml:mo></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mi>b</mml:mi></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mo>&lt;</mml:mo></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>,
where <inline-formula><mml:math display="inline"><mml:mi>l</mml:mi></mml:math></inline-formula> and <inline-formula><mml:math display="inline"><mml:mi>b</mml:mi></mml:math></inline-formula> are Galactic longitude and latitude,
respectively. We restrict the analysis to the regions out of the Galactic
plane – but avoiding the polar regions – being the contamination from
point-like and local extended sources expected to be the smallest. In
addition to that, we avoid absorption effect at radio frequencies, and
free-free emission at higher frequencies <xref ref-type="bibr" rid="bib1.bibx14" id="paren.16"/>.
Therefore, the observed Galactic diffuse emission in the radio band is,
almost entirely, due to the synchrotron radiation of CRE moving errantly in
the GMF.</p>
      <p>From tens of MHz to 23 GHz (and up to 94 GHz for
<sc>Wmap</sc>), in such sky region we directly compare our simulated models
with the synchrotron spectra measured by a wide set of radio surveys at
22, 45, 408, 1420, 2326 MHz as well as <sc>Wmap</sc> satellite data at
23, 33, 41, 61 and 94 GHz.</p>
      <p>With reference to Fig. <xref ref-type="fig" rid="Ch1.F2"/>, it is immediate to realize
that the radio data (<inline-formula><mml:math display="inline"><mml:mi mathvariant="italic">≲</mml:mi></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mi mathvariant="script">O</mml:mi></mml:math></inline-formula>(100) MHz) are clearly
incompatible with a single PL electron spectrum, suitable to fit the CRE
data. Rather, we find that introducing – below a few GeV – either a
break or an exponential <italic>infrared</italic> (IR) cut-off in the population of
primary <inline-formula><mml:math display="inline"><mml:mrow><mml:msup><mml:mi>e</mml:mi><mml:mo>-</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula>, that helps us in providing a very good description of the
radio data.</p>
      <p>As immediate consequence of that, the total electron flux (at <inline-formula><mml:math display="inline"><mml:mi>E</mml:mi></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mi mathvariant="italic">≲</mml:mi></mml:math></inline-formula> 4 GeV),
and hence the radio spectrum below 100 MHz, are
dominated by secondary particles, which are produced in nuclear collision
with the nuclei of the gas present in the ISM, offering thus a direct probe
of the interstellar proton spectrum. In this regard, we found that once the
low energy <inline-formula><mml:math display="inline"><mml:mrow><mml:msup><mml:mi>e</mml:mi><mml:mo>-</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> source spectrum is tuned to reproduce the observed <inline-formula><mml:math display="inline"><mml:mrow><mml:msup><mml:mi>e</mml:mi><mml:mo>+</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula>
spectrum, only models featuring low re-acceleration can reproduce the
observed <inline-formula><mml:math display="inline"><mml:mrow><mml:msup><mml:mi>e</mml:mi><mml:mo>+</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> spectrum and fraction, in total agreement with what found in
<xref ref-type="bibr" rid="bib1.bibx15 bib1.bibx12" id="text.17"/>.</p>
</sec>
<sec id="Ch1.S3.SS2">
  <title>The magnetic halo height</title>
      <p>The vertical – perpendicular to the Galactic plane – size of the CR diffusion
region represents, undoubtedly, a <italic>cornerstone</italic> in modern
Astro-particle physics. The accurate knowledge of it goes beyond the target
of conventional CR astrophysics; it is also worth for <italic>Dark Matter</italic> (DM)
indirect search, since that the local flux of DM decay, and annihilation
products are expected to depend significantly on such physical length.</p>
      <p>So far, the diffusive vertical boundary has been constrained purely on the
basis of CR radioactive nuclide <inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mn>10</mml:mn></mml:msup></mml:math></inline-formula>Be, hence the <inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mn>10</mml:mn></mml:msup></mml:math></inline-formula>Be / <inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mn mathvariant="normal">9</mml:mn></mml:msup></mml:math></inline-formula>Be ratio
most commonly. However, this method is subject to the severe uncertainties
connected to local distribution of sources, gas, and especially by the solar modulation.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F4"><caption><p>The latitude profile for the synchrotron emission at 408 MHz, at
different magnetic halo height.</p></caption>
          <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://ap.copernicus.org/articles/2/21/2015/ap-2-21-2015-f04.pdf"/>

        </fig>

      <p>To the contrary, the synchrotron emissivity of the Galaxy offers a much more
genuine probe of the scale height <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>z</mml:mi><mml:mtext>h</mml:mtext></mml:msub></mml:mrow></mml:math></inline-formula>. In that regards, we may notice
that, when a realistic vertical distribution is adopted for the radiation
interstellar field (ISRF) and for the GMF, energy losses in the
<inline-formula><mml:math display="inline"><mml:mi mathvariant="script">O</mml:mi></mml:math></inline-formula> (GeV) energy range - hence in the radio energy band – do not
affect significantly the CRE vertical distribution, determined predominantly
by the diffusion and therefore coincident with that of CR nuclei (see Fig. 5
in <xref ref-type="bibr" rid="bib1.bibx1" id="altparen.18"/>).</p>
      <p>Our first argument aiming to constrain the value of <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>z</mml:mi><mml:mtext>h</mml:mtext></mml:msub></mml:mrow></mml:math></inline-formula> is the following
one: for a given propagation set up, the synchrotron flux depends, from
Eq. (<xref ref-type="disp-formula" rid="Ch1.E4"/>), only on the random field normalization
<inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>B</mml:mi><mml:mtext>ran</mml:mtext></mml:msub><mml:mo>(</mml:mo><mml:mi>z</mml:mi></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 0), dominant respect to the regular one, and on
<inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>z</mml:mi><mml:mtext>h</mml:mtext></mml:msub></mml:mrow></mml:math></inline-formula>, the scale-height of the diffusion region (<inline-formula><mml:math display="inline"><mml:mrow><mml:mi>I</mml:mi><mml:mo>(</mml:mo><mml:mi mathvariant="italic">ν</mml:mi></mml:mrow></mml:math></inline-formula>, <inline-formula><mml:math display="inline"><mml:mrow><mml:mi mathvariant="bold-italic">r</mml:mi><mml:mo>)</mml:mo></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mo>∝</mml:mo></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mrow><mml:mo movablelimits="false">∫</mml:mo><mml:mspace width="0.125em" linebreak="nobreak"/><mml:mi>B</mml:mi><mml:mo>(</mml:mo><mml:mi mathvariant="bold-italic">r</mml:mi><mml:mo>)</mml:mo><mml:mspace width="0.125em" linebreak="nobreak"/><mml:msub><mml:mi>n</mml:mi><mml:mtext>e</mml:mtext></mml:msub><mml:mo>(</mml:mo><mml:mi mathvariant="bold-italic">r</mml:mi><mml:mo>)</mml:mo></mml:mrow></mml:math></inline-formula> d<inline-formula><mml:math display="inline"><mml:mi>s</mml:mi></mml:math></inline-formula>).
As it is possible to appreciate in Fig. <xref ref-type="fig" rid="Ch1.F3"/>, the fit of radio data suggests a tight
relation <inline-formula><mml:math display="inline"><mml:mrow><mml:msubsup><mml:mi>B</mml:mi><mml:mtext>ran</mml:mtext><mml:mn mathvariant="normal">2</mml:mn></mml:msubsup><mml:mo>(</mml:mo><mml:mi>z</mml:mi></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 0) <inline-formula><mml:math display="inline"><mml:mo>∝</mml:mo></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mrow><mml:msubsup><mml:mi>z</mml:mi><mml:mtext>h</mml:mtext><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msubsup></mml:mrow></mml:math></inline-formula>.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F5"><caption><p>Spectral index map between 408 MHz and 23 GHz, with the assumption
of a smooth 2-D CR sources. Given the total intensity
<inline-formula><mml:math display="inline"><mml:mrow><mml:mi>I</mml:mi><mml:mo>(</mml:mo><mml:mi mathvariant="italic">ν</mml:mi><mml:mo>)</mml:mo></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mo>∝</mml:mo></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mrow><mml:mo>(</mml:mo><mml:mi mathvariant="italic">ν</mml:mi><mml:mo>/</mml:mo><mml:msub><mml:mi mathvariant="italic">ν</mml:mi><mml:mn mathvariant="normal">0</mml:mn></mml:msub><mml:msup><mml:mo>)</mml:mo><mml:mrow><mml:msub><mml:mi mathvariant="italic">β</mml:mi><mml:mtext>s</mml:mtext></mml:msub></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula>, the map has been
computed according the standard formalism:
<inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">β</mml:mi><mml:mtext>s</mml:mtext></mml:msub></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 0.248 <inline-formula><mml:math display="inline"><mml:mrow><mml:mi>log⁡</mml:mi><mml:mo>(</mml:mo><mml:msub><mml:mi>I</mml:mi><mml:mn>23</mml:mn></mml:msub><mml:mo>/</mml:mo><mml:msub><mml:mi>I</mml:mi><mml:mn>408</mml:mn></mml:msub><mml:mo>)</mml:mo></mml:mrow></mml:math></inline-formula>.</p></caption>
          <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://ap.copernicus.org/articles/2/21/2015/ap-2-21-2015-f05.png"/>

        </fig>

      <p>Secondly, we compare the observed latitude profile of the synchrotron
emission at 408 MHz to that calculated for the KRA set up,
setting different values for <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>z</mml:mi><mml:mtext>h</mml:mtext></mml:msub></mml:mrow></mml:math></inline-formula>. For each <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>z</mml:mi><mml:mtext>h</mml:mtext></mml:msub></mml:mrow></mml:math></inline-formula> we tune the value of
<inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>B</mml:mi><mml:mtext>ran</mml:mtext></mml:msub><mml:mo>(</mml:mo><mml:mi>z</mml:mi></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 0) so that the average spectrum in these regions is
reproduced (Fig. <xref ref-type="fig" rid="Ch1.F4"/>). Low values of <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>z</mml:mi><mml:mtext>h</mml:mtext></mml:msub></mml:mrow></mml:math></inline-formula> are disfavoured:
a <inline-formula><mml:math display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">χ</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula> analysis showed that <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>z</mml:mi><mml:mtext>h</mml:mtext></mml:msub></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math display="inline"><mml:mo>≤</mml:mo></mml:math></inline-formula> 2 kpc are excluded at
3<inline-formula><mml:math display="inline"><mml:mi mathvariant="italic">σ</mml:mi></mml:math></inline-formula> level.</p>
</sec>
</sec>
<sec id="Ch1.S4" sec-type="conclusions">
  <title>Future directions and conclusions</title>
      <p>To fully observe and understand the GMF, more effort is required. With our
analysis, we exploited the SDR as a way to measure the low energy LIS
spectrum of CRE. For the first time, we have placed a constraint on the CR
diffusive halo scale height, based on the comparison of the computed
synchrotron emission intensity with radio observations. Moreover, we stress
out that – for the first time in this framework – our modelling of the SDR
emission accounts for the presence of the <inline-formula><mml:math display="inline"><mml:mrow><mml:msup><mml:mi>e</mml:mi><mml:mo>±</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> <italic>charge-symmetric extra-component</italic>, required not only to consistently model PAMELA and AMS-02
high energy data, but also to correctly estimate the <inline-formula><mml:math display="inline"><mml:mrow><mml:msup><mml:mi>e</mml:mi><mml:mo>-</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> source spectrum
from CRs and radio data. In our opinion, the combination of high precision
CRE data, and current radio observations, can be a viable method to
disentangle the contribution of the extra-component to the total synchrotron spectrum.</p>
      <p>One of the greatest challenges of observing the Cosmic Microwave Background (CMB)
in the [20–200] GHz range resides in the separation
between the CMB and the superimposed foreground emission: free-free,
synchrotron, thermal dust. We pointed out that transport of charged
relativistic particles, and magnetic fields models should be studied
simultaneously, because both have influence on the synchrotron modelling.
Synchrotron spectra may reveal signatures of spatially inhomogeneous particle
source distributions and magnetic fields. In our treatment here, instead of a
smooth CR distribution invariant for rotations about the Galactic disc axis,
we rather calculate self-consistently the synchrotron maps emitted by
electrons whose spectral density is inhomogeneous, due to all the relevant
energy losses sustained while traversing regions with different distributed
gas, magnetic and radiation fields.</p>
      <p><?xmltex \hack{\newpage}?>Finally, the frequency range of <sc>Gammasky</sc> synchrotron simulations,
from <inline-formula><mml:math display="inline"><mml:mi mathvariant="script">O</mml:mi></mml:math></inline-formula>(10) MHz to <inline-formula><mml:math display="inline"><mml:mi mathvariant="script">O</mml:mi></mml:math></inline-formula>(100) GHz,
covers radio telescopes such as Planck, LOFAR, and SKA. We have developed
<sc>Gammasky</sc> code with the aim to support the scientific exploitation of
the data provided by these experiments.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F6"><caption><p>As in Fig. <xref ref-type="fig" rid="Ch1.F5"/>, but with the important
assumption of a 3-D spiral arm structure.</p></caption>
        <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://ap.copernicus.org/articles/2/21/2015/ap-2-21-2015-f06.png"/>

      </fig>

</sec>

      
      </body>
    <back><ack><title>Acknowledgements</title><p>G. Di Bernardo and C. Evoli would like to thank Klaus Scherer,
Julia Becker Tjus and Paolo Desiati for the invitation to the workshop:
“Cosmic Ray Anisotropies 2015”. <?xmltex \hack{\newline}?><?xmltex \hack{\newline}?>
The articleprocessing charges for this open-access <?xmltex \hack{\newline}?> publication
were covered by the Max Planck Society. <?xmltex \hack{\newline}?><?xmltex \hack{\newline}?>
Edited by: P. Desiati <?xmltex \hack{\newline}?>
Reviewed by: two anonymous referees</p></ack><ref-list>
    <title>References</title>

      <ref id="bib1.bibx1"><label>Di Bernardo et al.(2013)Di Bernardo, Evoli, Gaggero,
Grasso, and Maccione</label><mixed-citation>Di Bernardo, G., Evoli, C., Gaggero, D., Grasso, D., and Maccione,
L.: Cosmic ray electrons, positrons and the synchrotron emission of the
Galaxy: consistent analysis and implications, J. Cosmol. Astropart. Phys., 3,
036, <ext-link xlink:href="http://dx.doi.org/10.1088/1475-7516/2013/03/036" ext-link-type="DOI">10.1088/1475-7516/2013/03/036</ext-link>, 2013.</mixed-citation></ref>
      <ref id="bib1.bibx2"><label>Evoli et al.(2008)Evoli, Gaggero, Grasso, and
Maccione</label><mixed-citation>Evoli, C., Gaggero, D., Grasso, D., and Maccione, L.: Cosmic ray
nuclei, antiprotons and gamma rays in the galaxy: a new diffusion model,
J. Cosmol. Astropart. Phys., 10, 018, <ext-link xlink:href="http://dx.doi.org/10.1088/1475-7516/2008/10/018" ext-link-type="DOI">10.1088/1475-7516/2008/10/018</ext-link>, 2008.</mixed-citation></ref>
      <ref id="bib1.bibx3"><label>Evoli et al.(2012)Evoli, Gaggero, Grasso, and
Maccione</label><mixed-citation>Evoli, C., Gaggero, D., Grasso, D., and Maccione, L.: Common Solution
to the Cosmic Ray Anisotropy and Gradient Problems, Phys. Rev. Lett.,
108, 211102, <ext-link xlink:href="http://dx.doi.org/10.1103/PhysRevLett.108.211102" ext-link-type="DOI">10.1103/PhysRevLett.108.211102</ext-link>, 2012.</mixed-citation></ref>
      <ref id="bib1.bibx4"><label>Gaggero et al.(2013)Gaggero, Maccione, Di Bernardo, Evoli,
and Grasso</label><mixed-citation>Gaggero, D., Maccione, L., Di Bernardo, G., Evoli, C., and Grasso,
D.: Three-Dimensional Model of Cosmic-Ray Lepton Propagation Reproduces Data
from the Alpha Magnetic Spectrometer on the International Space Station,
Phys. Rev. Lett., 111, 021102, <ext-link xlink:href="http://dx.doi.org/10.1103/PhysRevLett.111.021102" ext-link-type="DOI">10.1103/PhysRevLett.111.021102</ext-link>, 2013.</mixed-citation></ref>
      <ref id="bib1.bibx5"><label>Gaggero et al.(2014)Gaggero, Maccione, Grasso, Di Bernardo,
and Evoli</label><mixed-citation>Gaggero, D., Maccione, L., Grasso, D., Di Bernardo, G., and Evoli,
C.: PAMELA and AMS-02 <inline-formula><mml:math display="inline"><mml:mrow><mml:msup><mml:mi>e</mml:mi><mml:mo>+</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math display="inline"><mml:mrow><mml:msup><mml:mi>e</mml:mi><mml:mo>-</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> spectra are reproduced by
three-dimensional cosmic-ray modeling, Phys. Rev. D, 89, 083007,
<ext-link xlink:href="http://dx.doi.org/10.1103/PhysRevD.89.083007" ext-link-type="DOI">10.1103/PhysRevD.89.083007</ext-link>, 2014.</mixed-citation></ref>
      <ref id="bib1.bibx6"><label>Ghisellini et al.(1988)Ghisellini, Guilbert, and
Svensson</label><mixed-citation>Ghisellini, G., Guilbert, P. W., and Svensson, R.: The synchrotron
boiler, Astrophys. J. Lett., 334, L5–L8, <ext-link xlink:href="http://dx.doi.org/10.1086/185300" ext-link-type="DOI">10.1086/185300</ext-link>, 1988.</mixed-citation></ref>
      <ref id="bib1.bibx7"><label>Górski et al.(2005)Górski, Hivon, Banday, Wandelt,
Hansen, Reinecke, and Bartelmann</label><mixed-citation>Górski, K. M., Hivon, E., Banday, A. J., Wandelt, B. D., Hansen,
F. K., Reinecke, M., and Bartelmann, M.: HEALPix: A Framework for
High-Resolution Discretization and Fast Analysis of Data Distributed on the
Sphere, Astrophys. J., 622, 759–771, <ext-link xlink:href="http://dx.doi.org/10.1086/427976" ext-link-type="DOI">10.1086/427976</ext-link>, 2005.</mixed-citation></ref>
      <ref id="bib1.bibx8"><label>Han et al.(2004)Han, Ferriere, and
Manchester</label><mixed-citation>Han, J. L., Ferriere, K., and Manchester, R. N.: The Spatial Energy
Spectrum of Magnetic Fields in Our Galaxy, Astrophys. J., 610, 820–826,
<ext-link xlink:href="http://dx.doi.org/10.1086/421760" ext-link-type="DOI">10.1086/421760</ext-link>, 2004.</mixed-citation></ref>
      <ref id="bib1.bibx9"><label>Haslam et al.(1982)Haslam, Salter, Stoffel, and
Wilson</label><mixed-citation>
Haslam, C. G. T., Salter, C. J., Stoffel, H., and Wilson, W. E.: A
408 MHz all-sky continuum survey, II – The atlas of contour maps, Astron.
Astrophys., 47, 1, 1982.</mixed-citation></ref>
      <ref id="bib1.bibx10"><label>Jansson and Farrar(2012)</label><mixed-citation>Jansson, R. and Farrar, G. R.: A New Model of the Galactic Magnetic
Field, Astrophys. J., 757, 14, <ext-link xlink:href="http://dx.doi.org/10.1088/0004-637X/757/1/14" ext-link-type="DOI">10.1088/0004-637X/757/1/14</ext-link>, 2012.
</mixed-citation></ref><?xmltex \hack{\newpage}?>
      <ref id="bib1.bibx11"><label>Longair(2011)</label><mixed-citation>
Longair, M. S.: High Energy Astrophysics, Cambridge University Press,
Cambridge, UK, 2011.</mixed-citation></ref>
      <ref id="bib1.bibx12"><label>Orlando and Strong(2013)</label><mixed-citation>Orlando, E. and Strong, A.: Galactic synchrotron emission with cosmic ray
propagation models, Mon. Notices Roy. Astron. Soc., 436, 2127–2142, <ext-link xlink:href="http://dx.doi.org/10.1093/mnras/stt1718" ext-link-type="DOI">10.1093/mnras/stt1718</ext-link>, 2013.</mixed-citation></ref>
      <ref id="bib1.bibx13"><label>Pshirkov et al.(2011)Pshirkov, Tinyakov, Kronberg, and
Newton-McGee</label><mixed-citation>Pshirkov, M. S., Tinyakov, P. G., Kronberg, P. P., and Newton-McGee,
K. J.: Deriving the Global Structure of the Galactic Magnetic Field from
Faraday Rotation Measures of Extragalactic Sources, Astrophys. J., 738,
192, <ext-link xlink:href="http://dx.doi.org/10.1088/0004-637X/738/2/192" ext-link-type="DOI">10.1088/0004-637X/738/2/192</ext-link>, 2011.</mixed-citation></ref>
      <ref id="bib1.bibx14"><label>Rybicki and Lightman(1986)</label><mixed-citation>
Rybicki, G. B. and Lightman, A. P.: Radiative Processes in Astrophysics,
Wiley-VCH, 400 pp., June 1986.</mixed-citation></ref>
      <ref id="bib1.bibx15"><label>Strong et al.(2011)Strong, Orlando, and
Jaffe</label><mixed-citation>Strong, A. W., Orlando, E., and Jaffe, T. R.: The interstellar
cosmic-ray electron spectrum from synchrotron radiation and direct
measurements, Astron. Astrophys., 534, A54, <ext-link xlink:href="http://dx.doi.org/10.1051/0004-6361/201116828" ext-link-type="DOI">10.1051/0004-6361/201116828</ext-link>, 2011.</mixed-citation></ref>

  </ref-list><app-group content-type="float"><app><title/>

    </app></app-group></back>
    </article>
